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Lew CO, Calabrese E, Chen JV, Tang F, Chaudhari G, Lee A, Faro J, Juul S, Mathur A, McKinstry RC, Wisnowski JL, Rauschecker A, Wu YW, Li Y. Artificial Intelligence Outcome Prediction in Neonates with Encephalopathy (AI-OPiNE). Radiol Artif Intell 2024; 6:e240076. [PMID: 38984984 PMCID: PMC11427921 DOI: 10.1148/ryai.240076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 05/21/2024] [Accepted: 06/18/2024] [Indexed: 07/11/2024]
Abstract
Purpose To develop a deep learning algorithm to predict 2-year neurodevelopmental outcomes in neonates with hypoxic-ischemic encephalopathy using MRI and basic clinical data. Materials and Methods In this study, MRI data of term neonates with encephalopathy in the High-dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) trial (ClinicalTrials.gov: NCT02811263), who were enrolled from 17 institutions between January 25, 2017, and October 9, 2019, were retrospectively analyzed. The harmonized MRI protocol included T1-weighted, T2-weighted, and diffusion tensor imaging. Deep learning classifiers were trained to predict the primary outcome of the HEAL trial (death or any neurodevelopmental impairment at 2 years) using multisequence MRI and basic clinical variables, including sex and gestational age at birth. Model performance was evaluated on test sets comprising 10% of cases from 15 institutions (in-distribution test set, n = 41) and 10% of cases from two institutions (out-of-distribution test set, n = 41). Model performance in predicting additional secondary outcomes, including death alone, was also assessed. Results For the 414 neonates (mean gestational age, 39 weeks ± 1.4 [SD]; 232 male, 182 female), in the study cohort, 198 (48%) died or had any neurodevelopmental impairment at 2 years. The deep learning model achieved an area under the receiver operating characteristic curve (AUC) of 0.74 (95% CI: 0.60, 0.86) and 63% accuracy in the in-distribution test set and an AUC of 0.77 (95% CI: 0.63, 0.90) and 78% accuracy in the out-of-distribution test set. Performance was similar or better for predicting secondary outcomes. Conclusion Deep learning analysis of neonatal brain MRI yielded high performance for predicting 2-year neurodevelopmental outcomes. Keywords: Convolutional Neural Network (CNN), Prognosis, Pediatrics, Brain, Brain Stem Clinical trial registration no. NCT02811263 Supplemental material is available for this article. © RSNA, 2024 See also commentary by Rafful and Reis Teixeira in this issue.
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Affiliation(s)
| | | | - Joshua V. Chen
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Felicia Tang
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Gunvant Chaudhari
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Amanda Lee
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - John Faro
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Sandra Juul
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Amit Mathur
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Robert C. McKinstry
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Jessica L. Wisnowski
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Andreas Rauschecker
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Yvonne W. Wu
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
| | - Yi Li
- From the Department of Radiology, Duke University Medical Center,
2301 Erwin Rd, Box 3808, Durham, NC 27710 (C.O.L., E.C, A.L., J.F.); Department
of Radiology (J.V.C., F.T., G.C., A.R., Y.L.) and Weill Institute for
Neurosciences (Y.W.W.), University of California San Francisco, San Francisco,
Calif; Department of Pediatrics, University of Washington, Seattle, Wash (S.J.);
Department of Pediatrics, Saint Louis University, St Louis, Mo (A.M.);
Mallinckrodt Institute of Radiology, Washington University School of Medicine,
St Louis, Mo (R.C.M.); and Children’s Hospital Los Angeles, University of
Southern California, Los Angeles, Calif (J.L.W.)
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Marinelli T, Yi JX, O'Shea TM, Joseph RM, Hooper SR, Kuban KCK, Sakai C, Msall ME, Fry R, Singh R. Cerebral Palsy and Motor Impairment After Extreme Prematurity: Prediction of Diagnoses at Ages 2 and 10 Years. J Pediatr 2024; 271:114037. [PMID: 38580191 PMCID: PMC11239312 DOI: 10.1016/j.jpeds.2024.114037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 02/26/2024] [Accepted: 03/26/2024] [Indexed: 04/07/2024]
Abstract
OBJECTIVE To identify perinatal factors in children born extremely preterm (EP) that were associated with motor impairment (MI) at 2 and 10 years of age and develop a predictive algorithm to estimate the risk of MI during childhood. STUDY DESIGN Participants of the Extremely Low Gestational Age Newborns Study (ELGANS) were classified as: no MI, MI only at 2 years, MI only at 10 years, and MI at both 2 and 10 years, based on a standardized neurological examination at 2 and the Gross Motor Function Classification System (GMFCS) at 10 years of age. Least Absolute Shrinkage and Selection Operator (LASSO) regression was used to develop the final predictive model. RESULTS Of the 849 study participants, 64 (7.5%) had a diagnosis of MI at both 2 and 10 years and 63 (7.4%) had a diagnosis of MI at 1 visit but not the other. Of 22 total risk factors queried, 4 variables most reliably and accurately predicted MI: gestational age, weight z-score growth trajectory during neonatal intensive care unit (NICU) stay, ventriculomegaly, and cerebral echolucency on head ultrasound. By selecting probability thresholds of 3.5% and 7.0% at ages 2 and 10, respectively, likelihood of developing MI can be predicted with a sensitivity and specificity of 71.2%/72.1% at age 2 and 70.7%/70.7% at age 10. CONCLUSION In our cohort, the diagnosis of MI at 2 years did not always predict a diagnosis of MI at 10 years. Specific risk factors are predictive of MI and can estimate an individual infant's risk at NICU discharge of MI at age 10 years.
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Affiliation(s)
- Timothy Marinelli
- Department of Pediatrics, Tufts University School of Medicine, Boston, MA
| | - Joe X Yi
- Frank Porter Graham Child Development Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - T Michael O'Shea
- Frank Porter Graham Child Development Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Robert M Joseph
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA
| | - Stephen R Hooper
- Frank Porter Graham Child Development Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Karl C K Kuban
- Department of Pediatrics and Neurology, Boston Medical Center, Boston, MA
| | - Christina Sakai
- Department of Pediatrics, Massachusetts General Hospital for Children, Boston, MA
| | - Michael E Msall
- Department of Pediatrics, Kennedy Research Center and Comer Children's Hospital, The University of Chicago Pritzker School of Medicine, Chicago, IL
| | - Rebecca Fry
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, The University of North Carolina, Chapel Hill, NC
| | - Rachana Singh
- Department of Pediatrics, Tufts University School of Medicine, Boston, MA.
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3
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Wu TW, Schmicker R, Wood TR, Mietzsch U, Comstock B, Heagerty PJ, Rao R, Gonzalez F, Juul S, Wu YW. Esophageal Versus Rectal Temperature Monitoring During Whole-Body Therapeutic Hypothermia for Hypoxic-Ischemic Encephalopathy: Association with Short- and Long-Term Outcomes. J Pediatr 2024; 268:113933. [PMID: 38309524 PMCID: PMC11045319 DOI: 10.1016/j.jpeds.2024.113933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/13/2024] [Accepted: 01/29/2024] [Indexed: 02/05/2024]
Abstract
OBJECTIVE To compare the short- and long-term outcomes of infants with hypoxic-ischemic encephalopathy (HIE) treated with whole-body therapeutic hypothermia (TH), monitored by esophageal vs rectal temperature. STUDY DESIGN We conducted a secondary analysis of the multicenter High-Dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) trial. All infants had moderate or severe HIE and were treated with whole-body TH. The primary outcome was death or neurodevelopmental impairment (NDI) at 22-36 months of age. Secondary outcomes included seizures, evidence of brain injury on magnetic resonance imaging, and complications of hypothermia. Logistic regression was used with adjustment for disease severity and site as clustering variable because cooling modality differed by site. RESULTS Of the 500 infants who underwent TH, 294 (59%) and 206 (41%) had esophageal and rectal temperature monitoring, respectively. There were no differences in death or NDI, seizures, or evidence of injury on magnetic resonance imaging between the 2 groups. Infants treated with TH and rectal temperature monitoring had lower odds of overcooling (OR 0.52, 95% CI 0.34-0.80) and lower odds of hypotension (OR 0.57, 95% CI 0.39-0.84) compared with those with esophageal temperature monitoring. CONCLUSIONS Although infants undergoing TH with esophageal monitoring were more likely to experience overcooling and hypotension, the rate of death or NDI was similar whether esophageal monitoring or rectal temperature monitoring was used. Further studies are needed to investigate whether esophageal temperature monitoring during TH is associated with an increased risk of overcooling and hypotension.
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Affiliation(s)
- Tai-Wei Wu
- Division of Neonatology, Department of Pediatrics, Fetal and Neonatal Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California.
| | - Robert Schmicker
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Thomas R Wood
- Division of Neonatology, Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
| | - Ulrike Mietzsch
- Division of Neonatology, Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington; Division of Neonatology, Department of Pediatrics, Seattle Children's Hospital, Seattle, Washington
| | - Bryan Comstock
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Patrick J Heagerty
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Rakesh Rao
- Department of Pediatrics, Washington University in St Louis, St Louis, Missouri
| | - Fernando Gonzalez
- Department of Pediatrics, University of California San Francisco, San Francisco, California
| | - Sandra Juul
- Division of Neonatology, Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington; Division of Neonatology, Department of Pediatrics, Seattle Children's Hospital, Seattle, Washington
| | - Yvonne W Wu
- Department of Neurology, University of California San Francisco, San Francisco, California
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4
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Morell AS, Monsell SE, Cornet MC, Wisnowski JL, McKinstry RC, Mathur AM, Li Y, Glass HC, Gonzalez FF, Mayock DE, Benninger KL, Van Meurs KP, Lampland AL, Wu TW, Riley D, Mietzsch U, Chalak L, Flibotte J, Weitkamp JH, Ahmad KA, Yanowitz TD, Baserga M, Merhar S, Rao R, Sokol GM, Comstock BA, Heagerty PJ, Juul SE, Wu YW. Genetic and Congenital Anomalies in Infants With Hypoxic-Ischemic Encephalopathy. Pediatr Neurol 2024; 154:44-50. [PMID: 38518503 DOI: 10.1016/j.pediatrneurol.2024.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 02/01/2024] [Accepted: 02/14/2024] [Indexed: 03/24/2024]
Abstract
BACKGROUND Infants with hypoxic ischemic encephalopathy (HIE) may have underlying conditions predisposing them to hypoxic-ischemic injury during labor and delivery. It is unclear how genetic and congenital anomalies impact outcomes of HIE. METHODS Infants with HIE enrolled in a phase III trial underwent genetic testing when clinically indicated. Infants with known genetic or congenital anomalies were excluded. The primary outcome, i.e., death or neurodevelopmental impairment (NDI), was determined at age two years by a standardized neurological examination, Bayley Scales of Infant Development, Third Edition (BSID-III), and the Gross Motor Function Classification Scales. Secondary outcomes included cerebral palsy and BSID-III motor, cognitive, and language scores at age two years. RESULTS Of 500 infants with HIE, 24 (5%, 95% confidence interval 3% to 7%) were diagnosed with a genetic (n = 15) or congenital (n = 14) anomaly. Infants with and without genetic or congenital anomalies had similar rates of severe encephalopathy and findings on brain magnetic resonance imaging. However, infants with genetic or congenital anomalies were more likely to have death or NDI (75% vs 50%, P = 0.02). Among survivors, those with a genetic or congenital anomaly were more likely to be diagnosed with cerebral palsy (32% vs 13%, P = 0.02), and had lower BSID-III scores in all three domains than HIE survivors without such anomalies. CONCLUSIONS Among infants with HIE, 5% were diagnosed with a genetic or congenital anomaly. Despite similar clinical markers of HIE severity, infants with HIE and a genetic or congenital anomaly had worse neurodevelopmental outcomes than infants with HIE alone.
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Affiliation(s)
- Adriana S Morell
- Department of Neurology, University of California San Francisco, San Francisco, California.
| | - Sarah E Monsell
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Marie-Coralie Cornet
- Department of Pediatrics, University of California San Francisco, San Francisco, California
| | - Jessica L Wisnowski
- Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, California; Department of Radiology, Children's Hospital Los Angeles, Los Angeles, California
| | - Robert C McKinstry
- Department of Radiology, Washington University School of Medicine, St. Louis, Missouri
| | - Amit M Mathur
- Department of Pediatrics, Saint Louis University School of Medicine, St. Louis, Missouri
| | - Yi Li
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California
| | - Hannah C Glass
- Department of Neurology, University of California San Francisco, San Francisco, California; Department of Pediatrics, University of California San Francisco, San Francisco, California; Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Fernando F Gonzalez
- Department of Pediatrics, University of California San Francisco, San Francisco, California
| | - Dennis E Mayock
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
| | | | - Krisa P Van Meurs
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Andrea L Lampland
- Department of Neonatology, Children's Minnesota, St. Paul, Minnesota
| | - Tai-Wei Wu
- Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, California; Department of Pediatrics, University of Southern California Keck School of Medicine, Los Angeles, California
| | - David Riley
- Department of Pediatrics, Cook Children's Medical Center, Ft. Worth, Texas; Department of Pediatrics, Texas Christian University, Ft. Worth, Texas; Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth, Texas
| | - Ulrike Mietzsch
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington; Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Lina Chalak
- Department of Pediatrics, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - John Flibotte
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | | | - Kaashif A Ahmad
- Pediatrix Medical Group of San Antonio, San Antonio, Texas; Department of Pediatrics, Children's Hospital of San Antonio, San Antonio, Texas; Department of Pediatrics, Methodist Children's Hospital, San Antonio, Texas
| | - Toby D Yanowitz
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania; Department of Pediatrics, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania; Department of Pediatrics, Magee Women's Hospital of UPMC, Pittsburgh, Pennsylvania
| | - Mariana Baserga
- Department of Pediatrics, University of Utah, Salt Lake City, Utah
| | - Stephanie Merhar
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Rakesh Rao
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Gregory M Sokol
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Bryan A Comstock
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Patrick J Heagerty
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Sandra E Juul
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
| | - Yvonne W Wu
- Department of Neurology, University of California San Francisco, San Francisco, California; Department of Pediatrics, University of California San Francisco, San Francisco, California
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Kim F, Maitre N. A Call for Early Detection of Cerebral Palsy. Neoreviews 2024; 25:e1-e11. [PMID: 38161182 DOI: 10.1542/neo.25-1-e1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Cerebral palsy (CP) is the most common physical disability across the lifespan, but historically, CP has not been diagnosed before the age of 2 years. Barriers to early diagnosis ranged from lack of available biomarkers, absence of curative treatments, perceived stigma associated with a lifelong diagnosis, and a desire to rule out other diagnoses first. Most importantly, the fundamental question that remained was whether children would benefit from earlier detection and intervention given the paucity of research. However, evidence-based guidelines published in 2017 demonstrated that the General Movements Assessment, the Hammersmith Infant Neurological Examination, and neuroimaging can be combined with other elements such as a clinical history and standardized motor assessments to provide the highest predictive value for diagnosing CP as early as age 3 months in high-risk newborns. Implementation of these guidelines has been successful in decreasing the age at CP diagnosis, particularly in high-risk infant follow-up clinics with expertise in performing these assessments. Early detection of CP allows for clinical and research opportunities investigating earlier interventions during a critical period of neuroplasticity, with the goal of improving developmental trajectories for children and their families. New guidelines and research are now being developed with a focus on early, targeted interventions that continue to be studied, along with global detection initiatives.
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Affiliation(s)
- Faith Kim
- Department of Pediatrics, Columbia University Irving Medical Center/NewYork-Presbyterian Children's Hospital of New York, New York, NY
| | - Nathalie Maitre
- Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA
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6
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Camerota M, McGowan EC, Aschner J, Stroustrup A, O'Shea TM, Hofheimer JA, Joseph RM, Musci R, Taylor G, Carter BS, Check J, Dansereau LM, Gogcu S, Helderman JB, Neal CR, Pastyrnak SL, Smith LM, Marsit CJ, Lester BM. Neurodevelopmental and behavioral outcomes of very preterm infants: latent profile analysis in the Environmental influences on Child Health Outcomes (ECHO) Program. Pediatr Res 2024; 95:377-385. [PMID: 37700161 PMCID: PMC10885008 DOI: 10.1038/s41390-023-02814-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/18/2023] [Accepted: 08/29/2023] [Indexed: 09/14/2023]
Abstract
BACKGROUND Very preterm infants are at high risk for neurodevelopmental impairments. We used a child-centered approach (latent profile analysis [LPA]) to describe 2-year neurobehavioral profiles for very preterm infants based on cognitive, motor, and behavioral outcomes. We hypothesized that distinct outcome profiles would differ in the severity and co-occurrence of neurodevelopmental and behavioral impairment. METHODS We studied children born <33 weeks' gestation from the Environmental influences on Child Health Outcomes Program with at least one neurobehavioral assessment at age 2 (Bayley Scales of Infant and Toddler Development, Child Behavior Checklist, Modified Checklist for Autism in Toddlers, cerebral palsy diagnosis). We applied LPA to identify subgroups of children with different patterns of outcomes. RESULTS In 2036 children (52% male; 48% female), we found four distinct neurobehavioral profiles. Most children (~85%) were categorized into one of two profiles characterized by no/mild neurodevelopmental delay and a low prevalence of behavioral problems. Fewer children (~15%) fell into one of two profiles characterized by severe neurodevelopmental impairments. One profile consisted of children (5%) with co-occurring neurodevelopmental impairment and behavioral problems. CONCLUSION Child-centered approaches provide a comprehensive, parsimonious description of neurodevelopment following preterm birth and can be useful for clinical and research purposes. IMPACT Most research on outcomes for children born very preterm have reported rates of impairment in single domains. Child-centered approaches describe profiles of children with unique combinations of cognitive, motor, and behavioral strengths and weaknesses. We capitalized on data from the nationwide Environmental influences on Child Health Outcomes Program to examine these profiles in a large sample of children born <33 weeks gestational age. We found four distinct neurobehavioral profiles consisting of different combinations of cognitive, motor, and behavioral characteristics. This information could aid in the development of clinical interventions that target different profiles of children with unique developmental needs.
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Affiliation(s)
- Marie Camerota
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA.
- Department of Pediatrics, Women and Infants Hospital, Providence, RI, USA.
| | - Elisabeth C McGowan
- Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Judy Aschner
- Department of Pediatrics, Hackensack Meridian School of Medicine, Nutley, NJ, USA
- Albert Einstein College of Medicine, Bronx, NY, USA
| | - Annemarie Stroustrup
- Division of Neonatology, Cohen Children's Medical Center, Northwell Health, New Hyde Park, NY, USA
| | - T Michael O'Shea
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Julie A Hofheimer
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Robert M Joseph
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA
| | - Rashelle Musci
- Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Genevieve Taylor
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Brian S Carter
- Department of Pediatrics, Children's Mercy-Kansas City, Kansas City, MO, USA
| | - Jennifer Check
- Department of Pediatrics, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Lynne M Dansereau
- Department of Pediatrics, Women and Infants Hospital, Providence, RI, USA
| | - Semsa Gogcu
- Department of Pediatrics, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Jennifer B Helderman
- Department of Pediatrics, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Charles R Neal
- Department of Pediatrics, University of Hawaii John A. Burns School of Medicine, Honolulu, HI, USA
| | - Steven L Pastyrnak
- Department of Pediatrics, Spectrum Health-Helen DeVos Hospital, Grand Rapids, MI, USA
| | - Lynne M Smith
- Department of Pediatrics, Harbor-UCLA Medical Center, Los Angeles, CA, USA
| | - Carmen J Marsit
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Barry M Lester
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
- Department of Pediatrics, Women and Infants Hospital, Providence, RI, USA
- Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, USA
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Glass HC, Numis AL, Comstock BA, Gonzalez FF, Mietzsch U, Bonifacio SL, Massey S, Thomas C, Natarajan N, Mayock DE, Sokol GM, Van Meurs KP, Ahmad KA, Maitre N, Heagerty PJ, Juul SE, Wu YW, Wusthoff CJ. Association of EEG Background and Neurodevelopmental Outcome in Neonates With Hypoxic-Ischemic Encephalopathy Receiving Hypothermia. Neurology 2023; 101:e2223-e2233. [PMID: 37816642 PMCID: PMC10727206 DOI: 10.1212/wnl.0000000000207744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 06/20/2023] [Indexed: 10/12/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Predicting neurodevelopmental outcome for neonates with hypoxic-ischemic encephalopathy (HIE) is important for clinical decision-making, care planning, and parent communication. We examined the relationship between EEG background and neurodevelopmental outcome among children enrolled in a trial of erythropoietin or placebo for neonates with HIE treated with therapeutic hypothermia. METHODS Participants had EEG recorded throughout hypothermia. EEG background was classified as normal, discontinuous, or severely abnormal (defined as burst suppression, low voltage suppressed, or status epilepticus) at 5 1-hour epochs: onset of recording, 24, 36, 48, and 72 hours after birth. The predominant background pattern during the entire continuous video EEG monitoring recording was calculated using the arithmetic mean of the 5 EEG background ratings (normal = 0; discontinuous = 1; severely abnormal = 2) as follows: "predominantly normal" (mean = 0), "normal/discontinuous" (0 < mean<1), "predominantly discontinuous" (mean = 1), "discontinuous/severely abnormal" (1 < mean<2), or "predominantly severely abnormal" (mean = 2). Primary outcome was death or neurodevelopmental impairment (NDI) defined as cerebral palsy, Gross Motor Function Classification Score ≥1, or cognitive score <90 on Bayley Scales of Infant Toddler Development, third edition at age 2 years. Neurodevelopment was also categorized into a 5-level ordinal measure: no, mild, moderate, severe NDI, or death for secondary analysis. We used generalized linear regression models with robust standard errors to assess the relative risk of death or NDI by EEG background in both unadjusted and adjusted analyses controlling for the effects of treatment group, sex, HIE severity, and study recruitment site. RESULTS Among 142 neonates, the predominant background EEG pattern was predominantly normal in 35 (25%), normal/discontinuous in 68 (48%), predominantly discontinuous in 11 (7.7%), discontinuous/severely abnormal in 16 (11%), and predominantly severely abnormal in 12 (8.5%). Increasing severity of background across monitoring epochs was associated with increasingly worse clinical outcomes. Children with severe EEG background abnormality at any time point (n = 36, 25%) were significantly more likely to die or have severe NDI at 2 years (adjusted relative risk: 7.95, 95% CI 3.49-18.12). DISCUSSION EEG background is strongly associated with NDI at age 2 years. These results can be used to assist health care providers to plan follow-up care and counsel families for decision-making related to goals of care.
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Affiliation(s)
- Hannah C Glass
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA.
| | - Adam L Numis
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Bryan A Comstock
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Fernando F Gonzalez
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Ulrike Mietzsch
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Sonia Lomeli Bonifacio
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Shavonne Massey
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Cameron Thomas
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Niranjana Natarajan
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Dennis E Mayock
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Gregory M Sokol
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Krisa P Van Meurs
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Kaashif A Ahmad
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Nathalie Maitre
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Patrick J Heagerty
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Sandra E Juul
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Yvonne W Wu
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
| | - Courtney J Wusthoff
- Departments of Neurology and Weill Institute for Neuroscience (H.C.G., A.L.N., Y.W.W.); Pediatrics (H.C.G., A.L.N., Y.W.W.), UCSF Benioff Children's Hospital; Epidemiology & Biostatistics (H.C.G.), University of California San Francisco, CA; Department Biostatistics (B.A.C., P.J.H.), University of Washington, Seattle; Department of Pediatrics (U.M., S.E.J.), Division of Neonatology, University of Washington School of Medicine, Seattle Children's Hospital; Department of Pediatrics (K.P.V.M., S.L.B.), Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA; Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine (S.L.M.), University of Pennsylvania, Philadelphia; Department of Pediatrics (C.T.), University of Cincinnati and Division of Neurology, Cincinnati Children's Hospital Medical Center, OH; Department of Neurology (N.N.), University of Washington School of Medicine, Seattle; Department of Pediatrics (G.S.), Indiana University School of Medicine, Indianapolis, IN; Pediatrix Neonatology of San Antonio (K.A.A.), TX; Department of Pediatrics, and Emory + Children's Pediatric Institute (N.M.), Emory University, Atlanta, GA; Department of Neurology (C.J.W.), Stanford University, Palo Alto, CA
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Wu YW, Monsell SE, Glass HC, Wisnowski JL, Mathur AM, McKinstry RC, Bluml S, Gonzalez FF, Comstock BA, Heagerty PJ, Juul SE. How well does neonatal neuroimaging correlate with neurodevelopmental outcomes in infants with hypoxic-ischemic encephalopathy? Pediatr Res 2023; 94:1018-1025. [PMID: 36859442 PMCID: PMC10444609 DOI: 10.1038/s41390-023-02510-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 01/19/2023] [Accepted: 01/22/2023] [Indexed: 03/03/2023]
Abstract
BACKGROUND In newborns with hypoxic-ischemic encephalopathy (HIE), the correlation between neonatal neuroimaging and the degree of neurodevelopmental impairment (NDI) is unclear. METHODS Infants with HIE enrolled in a randomized controlled trial underwent neonatal MRI/MR spectroscopy (MRS) using a harmonized protocol at 4-6 days of age. The severity of brain injury was measured with a validated scoring system. Using proportional odds regression, we calculated adjusted odds ratios (aOR) for the associations between MRI/MRS measures of injury and primary ordinal outcome (i.e., normal, mild NDI, moderate NDI, severe NDI, or death) at age 2 years. RESULTS Of 451 infants with MRI/MRS at a median age of 5 days (IQR 4.5-5.8), outcomes were normal (51%); mild (12%), moderate (14%), severe NDI (13%); or death (9%). MRI injury score (aOR 1.06, 95% CI 1.05, 1.07), severe brain injury (aOR 39.6, 95% CI 16.4, 95.6), and MRS lactate/n-acetylaspartate (NAA) ratio (aOR 1.6, 95% CI 1.4,1.8) were associated with worse primary outcomes. Infants with mild/moderate MRI brain injury had similar BSID-III cognitive, language, and motor scores as infants with no injury. CONCLUSION In the absence of severe injury, brain MRI/MRS does not accurately discriminate the degree of NDI. Given diagnostic uncertainty, families need to be counseled regarding a range of possible neurodevelopmental outcomes. IMPACT Half of all infants with hypoxic-ischemic encephalopathy (HIE) enrolled in a large clinical trial either died or had neurodevelopmental impairment at age 2 years despite receiving therapeutic hypothermia. Severe brain injury and a global pattern of brain injury on MRI were both strongly associated with death or neurodevelopmental impairment. Infants with mild or moderate brain injury had similar mean BSID-III cognitive, language, and motor scores as infants with no brain injury on MRI. Given the prognostic uncertainty of brain MRI among infants with less severe degrees of brain injury, families should be counseled regarding a range of possible neurodevelopmental outcomes.
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Affiliation(s)
- Yvonne W Wu
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA.
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA.
| | - Sarah E Monsell
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Hannah C Glass
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
- Department of Epidemiology, University of California San Francisco, San Francisco, CA, USA
| | - Jessica L Wisnowski
- Department of Radiology, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Amit M Mathur
- Department of Pediatrics, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Robert C McKinstry
- Mallinckrodt Institute of Radiology, Washington Univ School of Medicine, St. Louis, MO, USA
| | - Stefan Bluml
- Department of Radiology, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Department of Radiology, University of Southern CA Keck School of Medicine, Los Angeles, CA, USA
| | - Fernando F Gonzalez
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
| | - Bryan A Comstock
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | | | - Sandra E Juul
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
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9
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Calabrese E, Wu Y, Scheffler AW, Wisnowski JL, McKinstry RC, Mathur A, Glass HC, Comstock BA, Heagerty PJ, Gillon S, Juul SE, Hess CP, Li Y. Correlating Quantitative MRI-based Apparent Diffusion Coefficient Metrics with 24-month Neurodevelopmental Outcomes in Neonates from the HEAL Trial. Radiology 2023; 308:e223262. [PMID: 37698478 PMCID: PMC10546287 DOI: 10.1148/radiol.223262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 07/10/2023] [Accepted: 07/18/2023] [Indexed: 09/13/2023]
Abstract
Background Multiple qualitative scoring systems have been created to capture the imaging severity of hypoxic ischemic brain injury. Purpose To evaluate quantitative volumes of acute brain injury at MRI in neonates with hypoxic ischemic brain injury and correlate these findings with 24-month neurodevelopmental outcomes and qualitative brain injury scoring by radiologists. Materials and Methods In this secondary analysis, brain diffusion-weighted MRI data from neonates in the High-dose Erythropoietin for Asphyxia and Encephalopathy trial, which recruited participants between January 2017 and October 2019, were analyzed. Volume of acute brain injury, defined as brain with apparent diffusion coefficient (ADC) less than 800 × 10-6 mm2/sec, was automatically computed across the whole brain and within the thalami and white matter. Outcomes of death and neurodevelopmental impairment (NDI) were recorded at 24-month follow-up. Associations between the presence and volume (in milliliters) of acute brain injury with 24-month outcomes were evaluated using multiple logistic regression. The correlation between quantitative acute brain injury volume and qualitative MRI scores was assessed using the Kendall tau-b test. Results A total of 416 neonates had available MRI data (mean gestational age, 39.1 weeks ± 1.4 [SD]; 235 male) and 113 (27%) showed evidence of acute brain injury at MRI. Of the 387 participants with 24-month follow-up data, 185 (48%) died or had any NDI. Volume of acute injury greater than 1 mL (odds ratio [OR], 13.9 [95% CI: 5.93, 32.45]; P < .001) and presence of any acute injury in the brain (OR, 4.5 [95% CI: 2.6, 7.8]; P < .001) were associated with increased odds of death or any NDI. Quantitative whole-brain acute injury volume was strongly associated with radiologists' qualitative scoring of diffusion-weighted images (Kendall tau-b = 0.56; P < .001). Conclusion Automated quantitative volume of brain injury is associated with death, moderate to severe NDI, and cerebral palsy in neonates with hypoxic ischemic encephalopathy and correlated well with qualitative MRI scoring of acute brain injury. Clinical trial registration no. NCT02811263 © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Huisman in this issue.
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Affiliation(s)
- Evan Calabrese
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Yvonne Wu
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Aaron Wolfe Scheffler
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Jessica L. Wisnowski
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Robert C. McKinstry
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Amit Mathur
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Hannah C. Glass
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Bryan A. Comstock
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Patrick J. Heagerty
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Shivani Gillon
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Sandra E. Juul
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Christopher P. Hess
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
| | - Yi Li
- From the Department of Radiology, Duke University Medical Center, Durham, NC (E.C.); Department of Neurology and Weill Institute for Neuroscience (Y.W., H.C.G.), Department of Pediatrics, UCSF Benioff Children's Hospital (Y.W., H.C.G.), Department of Epidemiology and Biostatistics (A.W.S.), School of Medicine (S.G.), and Neuroradiology Section, Department of Radiology and Biomedical Imaging (C.P.H., Y.L.), University of California, San Francisco, 505 Parnassus Ave, M-391, San Francisco, CA 94143-0628; Department of Radiology, Children's Hospital of Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, Calif (J.L.W.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (R.C.M.); Department of Pediatrics, St Louis University, St Louis, Mo (A.M.); and Departments of Statistics (B.A.C., P.J.H.) and Pediatrics (S.E.J.), University of Washington, Seattle, Wash
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10
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Ghandour M, Klotz M, Horsch A. Research trends in the orthopedic surgical management of cerebral palsy: a cross-analytical study of publications in the past decade. Front Neurol 2023; 14:1200893. [PMID: 37681012 PMCID: PMC10482432 DOI: 10.3389/fneur.2023.1200893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 08/07/2023] [Indexed: 09/09/2023] Open
Abstract
Little is known about the trends in orthopedic surgical management of cerebral palsy (CP). In this cross-analytical study we examined alterations in research publications in this field in the past 10 years through four databases. Thus, we divided publications into old (2012-2017) and recent (2018-2022). To determine if the focus of research in this field has changed, we compared both periods based on publication's (authors' number, journal, country, design), patients' (number, gender, age, CP type), and surgery-related (indication, number, category, type) characteristics. Publications showed a positive trend over the past 10 years with a peak in 2020. The number of publications was similar between old and recent ones (47.58% vs. 52.42%). Most research outputs were from the United States and Germany. Differences were noted between recent and old publications regarding journals (p = 0.0001), journal category (p = 0.023), authors' number (p = 0.006), and patients' age (p = 0.02). The impact factor was also different (p = 0.0001). However, no differences were noted regarding other characteristics (p > 0.05). The research output regarding surgical orthopedic management in CP has increased in the past decade with no difference between 2012-2017 and 2018-2022. Except for the number of authors, journal name, and patients' age, no significant differences were noted between both periods.
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Affiliation(s)
- Maher Ghandour
- Department of Orthopedics, Heidelberg University Hospital, Heidelberg, Germany
| | - Matthias Klotz
- Marienkrankenhaus Soest, Orthopedics and Trauma Surgery, Soest, Germany
| | - Axel Horsch
- Department of Orthopedics, Heidelberg University Hospital, Heidelberg, Germany
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11
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Chalak LF, Kang S, Kota S, Liu H, Liu Y, Juul SE, Wu YW. Evaluation of neurovascular coupling during neuroprotective therapies: A single site HEAL ancillary study. Early Hum Dev 2023; 183:105815. [PMID: 37419079 PMCID: PMC10824020 DOI: 10.1016/j.earlhumdev.2023.105815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 06/26/2023] [Accepted: 06/27/2023] [Indexed: 07/09/2023]
Abstract
BACKGROUND There is a critical need for development of physiological biomarkers in infants with birth asphyxia to identify the physiologic response to therapies in real time. This is an ancillary single site study of the High-Dose Erythropoietin for Asphyxia and Encephalopathy (Wu et al., 2022 [1]) to measure neurovascular coupling (NVC) non-invasively during an ongoing blinded randomized trial. METHODS Neonates who randomized in the HEAL enrolled at a single-center Level III Neonatal Intensive Care Unit were recruited between 2017 and 2019. Neurodevelopmental impairment was blinded and defined as any of the following: cognitive score <90 on Bayley Scales of Infant Toddler Development, third edition (BSID-III), Gross Motor Function Classification Score (GMFCS) ≥1. RESULTS All twenty-seven neonates enrolled in HEAL were recruited and 3 died before complete recording. The rank-based analysis of covariance models demonstrated lack of difference in NVC between the two groups (Epo versus Placebo) that was consistent with the observed lack of effect on neurodevelopmental outcomes. CONCLUSION We demonstrate no difference in neurovascular coupling after Epo administration. These findings are consistent with overall negative trial results. Physiological biomarkers can help elucidate mechanisms of neuroprotective therapies in real time in future trials.
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Affiliation(s)
- Lina F Chalak
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, United States of America.
| | - Shu Kang
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States of America
| | - Srinivas Kota
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, United States of America
| | - Hanli Liu
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States of America
| | - Yulun Liu
- Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, United States of America
| | - Sandra E Juul
- Division of Neonatology, Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, United States of America
| | - Yvonne W Wu
- Department of Neurology, University of California San Francisco, San Francisco, CA, United States of America
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12
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Juul SE, Voldal E, Comstock BA, Massaro AN, Bammler TK, Mayock DE, Heagerty PJ, Wu YW, Numis AL. Association of High-Dose Erythropoietin With Circulating Biomarkers and Neurodevelopmental Outcomes Among Neonates With Hypoxic Ischemic Encephalopathy: A Secondary Analysis of the HEAL Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2322131. [PMID: 37418263 PMCID: PMC10329214 DOI: 10.1001/jamanetworkopen.2023.22131] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 05/18/2023] [Indexed: 07/08/2023] Open
Abstract
Importance The ability to predict neurodevelopmental impairment (NDI) for infants diagnosed with hypoxic ischemic encephalopathy (HIE) is important for parental guidance and clinical treatment as well as for stratification of patients for future neurotherapeutic studies. Objectives To examine the effect of erythropoietin on plasma inflammatory mediators in infants with moderate or severe HIE and to develop a panel of circulating biomarkers that improves the projection of 2-year NDI over and above the clinical data available at the time of birth. Design, Setting, and Participants This study is a preplanned secondary analysis of prospectively collected data from infants enrolled in the High-Dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) Trial, which tested the efficacy of erythropoietin as an adjunctive neuroprotective therapy to therapeutic hypothermia. The study was conducted at 17 academic sites comprising 23 neonatal intensive care units in the United States between January 25, 2017, and October 9, 2019, with follow-up through October 2022. Overall, 500 infants born at 36 weeks' gestation or later with moderate or severe HIE were included. Intervention Erythropoietin treatment 1000 U/kg/dose on days 1, 2, 3, 4 and 7. Main Outcomes and Measures Plasma erythropoietin was measured in 444 infants (89%) within 24 hours after birth. A subset of 180 infants who had plasma samples available at baseline (day 0/1), day 2, and day 4 after birth and either died or had 2-year Bayley Scales of Infant Development III assessments completed were included in the biomarker analysis. Results The 180 infants included in this substudy had a mean (SD) gestational age of 39.1 (1.5) weeks, and 83 (46%) were female. Infants who received erythropoietin had increased concentrations of erythropoietin at day 2 and day 4 compared with baseline. Erythropoietin treatment did not alter concentrations of other measured biomarkers (eg, difference in interleukin [IL] 6 between groups on day 4: -1.3 pg/mL; 95% CI, -4.8 to 2.0 pg/mL). After adjusting for multiple comparisons, we identified 6 plasma biomarkers (C5a, interleukin [IL] 6, and neuron-specific enolase at baseline; IL-8, tau, and ubiquitin carboxy-terminal hydrolase-L1 at day 4) that significantly improved estimations of death or NDI at 2 years compared with clinical data alone. However, the improvement was only modest, increasing the AUC from 0.73 (95% CI, 0.70-0.75) to 0.79 (95% CI, 0.77-0.81; P = .01), corresponding to a 16% (95% CI, 5%-44%) increase in correct classification of participant risk of death or NDI at 2 years. Conclusions and Relevance In this study, erythropoietin treatment did not reduce biomarkers of neuroinflammation or brain injury in infants with HIE. Circulating biomarkers modestly improved estimation of 2-year outcomes. Trial Registration ClinicalTrials.gov Identifier: NCT02811263.
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Abstract
Neonatal hypoxic-ischemic encephalopathy (HIE) is a leading cause of death and neurodevelopmental impairment in neonates. Therapeutic hypothermia (TH) is the only established effective therapy and randomized trials affirm that TH reduces death and disability in moderate-to-severe HIE. Traditionally, infants with mild HIE were excluded from these trials due to the perceived low risk for impairment. Recently, multiple studies suggest that infants with untreated mild HIE may be at significant risk of abnormal neurodevelopmental outcomes. This review will focus on the changing landscape of TH, the spectrum of HIE presentations and their neurodevelopmental outcomes.
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Affiliation(s)
| | - Gina Milano
- University of Texas Southwestern Medical Center, 5323 Harry Hines, Dallas, Texas 75390, USA
| | - Lina F Chalak
- University of Texas Southwestern Medical Center, 5323 Harry Hines, Dallas, Texas 75390, USA.
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Gandhi A, Sonkesriya S, Roy S, Mishra R, Arora J, Soni V. Oral Streptococcus mutans load among Indian children with cerebral palsy. Bioinformation 2023; 19:215-220. [PMID: 37814684 PMCID: PMC10560305 DOI: 10.6026/97320630019215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 02/28/2023] [Accepted: 02/28/2023] [Indexed: 10/11/2023] Open
Abstract
The motor impairments of cerebral palsy (CP) are typically accompanied by subsequent musculoskeletal issues, seizures, and abnormalities of sensation, intelligence, communication, and behaviour. These kids have a lower capacity for regulating oral health because of their poor voluntary movements. Poor oral hygiene brought on by insufficient brushing and flossing, increased use of sugary foods, and orally administered drugs puts people at risk for periodontal disorders and dental caries. Poor dental health and rising therapy demands establish a sadistic cycle that affects patient overall health and wellbeing. The purpose of this investigation was comparing kids with CP against healthy kids of comparable age group and demographic situation in order to evaluate status of oral heath, current caries behavior using measurement of Streptococcus mutans concentrations in saliva, and treatment required. 204 study participants were divided into two categories: Category A and category B. Both categories consisted of 102 study participants. Category A consisted of study participants having CP while category B consisted of healthy normal controls with same age of same demographic features. Malocclusion, trauma, DMFS/defs, gingival index, and Oral hygiene score (OHI), and were recorded for oral examinations of al study participants However, no radiological assistance was utilized since minimal patient compliance existed in CP patients. When compared with the control category, the CP category had a higher detection of the DMFS index in the permanent teeth. The estimated defs for the CP category did not differ noticeably from the control category. In the CP category, status of hygiene of oral cavity was discovered to be substantially subpar. In comparison to the control category, the gingival condition of the CP category was noticeably worse. Treatment requirements were seen to require greater preventative care in the control category while, stainless steel crowns, pulpectomy and extractions were needed in the CP category. S. mutans was found in high concentrations in the salivary specimens of the CP category compared to the control category, indicating active dental caries and greater probability of further development.
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Affiliation(s)
- Aniruddh Gandhi
- Department of Dentistry, Late Shri Atal Bihari Vajpayee Memorial Government Medical College, Rajnandgaon, Chhattisgarh, India
| | - Subhash Sonkesriya
- Department of prosthodontics Government College of Dentistry Indore, M.P., India
| | - Shovan Roy
- Department of Orthodontics and Dentofacial Orthopedics, Hazaribagh College of Dental Sciences and Hospital, Hazaribagh, Jharkhand, India
| | - Raman Mishra
- Department of Conservative Dentistry and Endodontics Sharda School of Dental Sciences, Sharda University, Knowledge Park III, Greater Noida, Uttar Pradesh, India
| | - Jatin Arora
- Clinical Practionner in Mumbai, Maharashtra, India
| | - Vineet Soni
- Department of Periodontology and Oral Implantology, Daswani Dental College and Research Centre, Ranpur, Kota, Rajasthan, India
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15
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Jensen ET, Yi J, Jackson W, Singh R, Joseph RM, Kuban KCK, Msall ME, Washburn L, Fry R, South AM, O’Shea TM. Analysis of Neurodevelopment in Children Born Extremely Preterm Treated With Acid Suppressants Before Age 2 Years. JAMA Netw Open 2022; 5:e2241943. [PMID: 36378311 PMCID: PMC9667324 DOI: 10.1001/jamanetworkopen.2022.41943] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
IMPORTANCE Children born preterm are at increased risk of adverse neurodevelopmental outcomes and may be particularly vulnerable to the effects of gastric acid suppression during infancy. OBJECTIVE To assess whether early acid suppressant use in infants born extremely preterm is associated with poorer neurodevelopmental outcomes. DESIGN, SETTING, AND PARTICIPANTS The Extremely Low Gestational Age Newborn study was a multicenter, longitudinal cohort study of infants born before 28 weeks' gestational age between March 22, 2002, and August 31, 2004. The current analyses were performed from September 12, 2020, through September 22, 2022. Of the 1506 infants enrolled, 284 died before discharge and 22 died before 24 months of age. An additional 2 died before age 10 years, leaving 1198 (79.5%) eligible for a visit. Of these, 889 (74%) participated in the visit at age 10. At age 10 years, the association of early-life acid suppressant use with neurocognitive, neurodevelopmental, and psychiatric symptomatology was assessed. EXPOSURES Acid suppressant use before 24 months of age was determined from medical records and from questionnaires administered to mothers. MAIN OUTCOMES AND MEASURES Neurodevelopmental assessments at age 10 years included the School-Age Differential Ability Scales-II, the Developmental Neuropsychological Assessment-II, the Autism Diagnostic Observation Schedule-2, the Social Responsiveness Scale-2, and the Child Symptom Inventory-4 for attention-deficit/hyperactivity disorder (ADHD), depression, and anxiety. RESULTS Of the 889 participants assessed at age 10 years (mean [SD] age, 9.97 [0.67] years; mean [SD] gestational age at birth, 26.1 [1.3] weeks; 455 [51.2%] male), 368 (41.4%) had received acid suppressants by 24 months of age. Associations were observed between acid suppressant use and decreased full-scale IQ z score (adjusted β, -0.29; 95% CI, -0.45 to -0.12), verbal IQ z score (adjusted β, -0.34; 95% CI, -0.52 to -0.15), nonverbal IQ z score (adjusted β, -0.22; 95% CI to -0.39 to -0.05), working memory z score (adjusted β, -0.26; 95% CI to -0.45, -0.08), autism spectrum disorder (adjusted relative risk, 1.84; 95% CI, 1.15-2.95), and epilepsy (adjusted relative risk, 2.07; 95% CI, 1.31 to 3.35). Results were robust to multiple sensitivity analyses. Use of acid suppressants was not associated with inhibitory control, ADHD, anxiety, or depression. CONCLUSIONS AND RELEVANCE The results of this cohort study suggest that early-life use of acid suppressants in extremely preterm infants may be associated with poorer neurodevelopmental outcomes and add to evidence indicating caution in use of these agents.
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Affiliation(s)
- Elizabeth T. Jensen
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Joe Yi
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill
| | - Wesley Jackson
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill
| | - Rachana Singh
- Department of Pediatrics, Tufts University School of Medicine, Boston, Massachusetts
| | - Robert M. Joseph
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, Massachusetts
| | | | - Michael E. Msall
- Kennedy Research Center on Intellectual and Neurodevelopmental Disabilities, University of Chicago Pritzker School of Medicine, Chicago, Illinois
| | - Lisa Washburn
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Rebecca Fry
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill
| | - Andrew M. South
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, North Carolina
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - T. Michael O’Shea
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill
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16
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McNaughton R, Pieper C, Sakai O, Rollins JV, Zhang X, Kennedy DN, Frazier JA, Douglass L, Heeren T, Fry RC, O'Shea TM, Kuban KK, Jara H. Quantitative MRI Characterization of the Extremely Preterm Brain at Adolescence: Atypical versus Neurotypical Developmental Pathways. Radiology 2022; 304:419-428. [PMID: 35471112 PMCID: PMC9340244 DOI: 10.1148/radiol.210385] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 01/27/2022] [Accepted: 02/17/2022] [Indexed: 12/16/2022]
Abstract
Background Extremely preterm (EP) birth is associated with higher risks of perinatal white matter (WM) injury, potentially causing abnormal neurologic and neurocognitive outcomes. MRI biomarkers distinguishing individuals with and without neurologic disorder guide research on EP birth antecedents, clinical correlates, and prognoses. Purpose To compare multiparametric quantitative MRI (qMRI) parameters of EP-born adolescents with autism spectrum disorder, cerebral palsy, epilepsy, or cognitive impairment (ie, atypically developing) with those without (ie, neurotypically developing), characterizing sex-stratified brain development. Materials and Methods This prospective multicenter study included individuals aged 14-16 years born EP (Extremely Low Gestational Age Newborns-Environmental Influences on Child Health Outcomes Study, or ELGAN-ECHO). Participants underwent 3.0-T MRI evaluation from 2017 to 2019. qMRI outcomes were compared for atypically versus neurotypically developing adolescents and for girls versus boys. Sex-stratified multiple regression models were used to examine associations between spatial entropy density (SEd) and T1, T2, and cerebrospinal fluid (CSF)-normalized proton density (nPD), and between CSF volume and T2. Interaction terms modeled differences in slopes between atypically versus neurotypically developing adolescents. Results A total of 368 adolescents were classified as 116 atypically (66 boys) and 252 neurotypically developing (125 boys) participants. Atypically versus neurotypically developing girls had lower nPD (mean, 557 10 × percent unit [pu] ± 46 [SD] vs 573 10 × pu ± 43; P = .04), while atypically versus neurotypically developing boys had longer T1 (814 msec ± 57 vs 789 msec ± 82; P = .01). Atypically developing girls versus boys had lower nPD and shorter T2 (eg, in WM, 557 10 × pu ± 46 vs 580 10 × pu ± 39 for nPD [P = .006] and 86 msec ± 3 vs 88 msec ± 4 for T2 [P = .003]). Atypically versus neurotypically developing boys had a more moderate negative association between T1 and SEd (slope, -32.0 msec per kB/cm3 [95% CI: -49.8, -14.2] vs -62.3 msec per kB/cm3 [95% CI: -79.7, -45.0]; P = .03). Conclusion Atypically developing participants showed sexual dimorphisms in the cerebrospinal fluid-normalized proton density (nPD) and T2 of both white matter (WM) and gray matter. Atypically versus neurotypically developing girls had lower WM nPD, while atypically versus neurotypically developing boys had longer WM T1 and more moderate T1 associations with microstructural organization in WM. © RSNA, 2022 Online supplemental material is available for this article.
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Affiliation(s)
- Ryan McNaughton
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Chris Pieper
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Osamu Sakai
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Julie V. Rollins
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Xin Zhang
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - David N. Kennedy
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Jean A. Frazier
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Laurie Douglass
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Timothy Heeren
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Rebecca C. Fry
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - T. Michael O'Shea
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Karl K. Kuban
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
| | - Hernán Jara
- From the Departments of Mechanical Engineering (R.M., X.Z.) and
Biomedical Engineering (H.J.), Boston University College of Engineering, Boston,
Mass; Department of Radiology, Boston University School of Medicine, 670 Albany
St, Boston, MA 02118 (C.P., O.S., H.J.); Department of Pediatrics, University of
North Carolina School of Medicine, Chapel Hill, NC (J.V.R., T.M.O.); Department
of Psychiatry, University of Massachusetts Medical School, Worcester, Mass
(D.N.K., J.A.F.); Department of Pediatrics, Boston University School of
Medicine, Boston, Mass (L.D.); Department of Biostatistics, Boston University
School of Public Health, Boston, Mass (T.H.); and Department of Environmental
Sciences & Engineering, University of North Carolina Gillings School of
Global Public Health, Chapel Hill, NC (R.C.F.)
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17
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Wu YW, Comstock BA, Gonzalez FF, Mayock DE, Goodman AM, Maitre NL, Chang T, Van Meurs KP, Lampland AL, Bendel-Stenzel E, Mathur AM, Wu TW, Riley D, Mietzsch U, Chalak L, Flibotte J, Weitkamp JH, Ahmad KA, Yanowitz TD, Baserga M, Poindexter BB, Rogers EE, Lowe JR, Kuban KCK, O'Shea TM, Wisnowski JL, McKinstry RC, Bluml S, Bonifacio S, Benninger KL, Rao R, Smyser CD, Sokol GM, Merhar S, Schreiber MD, Glass HC, Heagerty PJ, Juul SE. Trial of Erythropoietin for Hypoxic-Ischemic Encephalopathy in Newborns. N Engl J Med 2022; 387:148-159. [PMID: 35830641 PMCID: PMC10542745 DOI: 10.1056/nejmoa2119660] [Citation(s) in RCA: 91] [Impact Index Per Article: 45.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Neonatal hypoxic-ischemic encephalopathy is an important cause of death as well as long-term disability in survivors. Erythropoietin has been hypothesized to have neuroprotective effects in infants with hypoxic-ischemic encephalopathy, but its effects on neurodevelopmental outcomes when given in conjunction with therapeutic hypothermia are unknown. METHODS In a multicenter, double-blind, randomized, placebo-controlled trial, we assigned 501 infants born at 36 weeks or more of gestation with moderate or severe hypoxic-ischemic encephalopathy to receive erythropoietin or placebo, in conjunction with standard therapeutic hypothermia. Erythropoietin (1000 U per kilogram of body weight) or saline placebo was administered intravenously within 26 hours after birth, as well as at 2, 3, 4, and 7 days of age. The primary outcome was death or neurodevelopmental impairment at 22 to 36 months of age. Neurodevelopmental impairment was defined as cerebral palsy, a Gross Motor Function Classification System level of at least 1 (on a scale of 0 [normal] to 5 [most impaired]), or a cognitive score of less than 90 (which corresponds to 0.67 SD below the mean, with higher scores indicating better performance) on the Bayley Scales of Infant and Toddler Development, third edition. RESULTS Of 500 infants in the modified intention-to-treat analysis, 257 received erythropoietin and 243 received placebo. The incidence of death or neurodevelopmental impairment was 52.5% in the erythropoietin group and 49.5% in the placebo group (relative risk, 1.03; 95% confidence interval [CI], 0.86 to 1.24; P = 0.74). The mean number of serious adverse events per child was higher in the erythropoietin group than in the placebo group (0.86 vs. 0.67; relative risk, 1.26; 95% CI, 1.01 to 1.57). CONCLUSIONS The administration of erythropoietin to newborns undergoing therapeutic hypothermia for hypoxic-ischemic encephalopathy did not result in a lower risk of death or neurodevelopmental impairment than placebo and was associated with a higher rate of serious adverse events. (Funded by the National Institute of Neurological Disorders and Stroke; ClinicalTrials.gov number, NCT02811263.).
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Affiliation(s)
- Yvonne W Wu
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Bryan A Comstock
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Fernando F Gonzalez
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Dennis E Mayock
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Amy M Goodman
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Nathalie L Maitre
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Taeun Chang
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Krisa P Van Meurs
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Andrea L Lampland
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Ellen Bendel-Stenzel
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Amit M Mathur
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Tai-Wei Wu
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - David Riley
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Ulrike Mietzsch
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Lina Chalak
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - John Flibotte
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Joern-Hendrik Weitkamp
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Kaashif A Ahmad
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Toby D Yanowitz
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Mariana Baserga
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Brenda B Poindexter
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Elizabeth E Rogers
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Jean R Lowe
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Karl C K Kuban
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - T Michael O'Shea
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Jessica L Wisnowski
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Robert C McKinstry
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Stefan Bluml
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Sonia Bonifacio
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Kristen L Benninger
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Rakesh Rao
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Christopher D Smyser
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Gregory M Sokol
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Stephanie Merhar
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Michael D Schreiber
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Hannah C Glass
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Patrick J Heagerty
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
| | - Sandra E Juul
- From the Departments of Neurology (Y.W.W., A.M.G., H.C.G.), Pediatrics (Y.W.W., F.F.G., E.E.R., H.C.G.), and Epidemiology (H.C.G.), University of California, San Francisco, San Francisco, the Department of Pediatrics, Stanford University School of Medicine, Stanford (K.P.V.M., S. Bonifacio), and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), Children's Hospital Los Angeles, and the Departments of Pediatrics (T.-W.W., J.L.W.) and Radiology (J.L.W., S. Bluml), University of Southern California Keck School of Medicine, Los Angeles - all in California; the Department of Biostatistics, University of Washington (B.A.C., P.J.H.), and the Department of Pediatrics, University of Washington School of Medicine (D.E.M., U.M., S.E.J.) - both in Seattle; the Department of Pediatrics, Children's Healthcare of Atlanta (N.L.M.), and the Department of Pediatrics, Emory University (N.L.M., B.B.P.) - both in Atlanta; the Division of Neurology, Children's National Hospital, and the Department of Neurology, George Washington School of Medicine and Health Sciences - both in Washington, D.C. (T.C.); the Department of Neonatology, Children's Minnesota, St. Paul (A.L.L.), and the Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester (E.B.-S.) - both in Minnesota; the Department of Pediatrics, Saint Louis University School of Medicine (A.M.M.), and the Departments of Radiology (R.C.M., C.D.S.), Pediatrics (R.R., C.D.S.), and Neurology (C.D.S.), Washington University in St. Louis School of Medicine - both in St. Louis; the Department of Pediatrics, Cook Children's Medical Center, the Department of Pediatrics, Texas Christian University, and the Department of Pediatrics, University of North Texas Health Science Center, Ft. Worth (D.R.), the Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas (L.C.), and Pediatrix Medical Group of San Antonio, Children's Hospital of San Antonio, and Methodist Children's Hospital, San Antonio (K.A.A.) - all in Texas; the Department of Pediatrics, Indiana University School of Medicine, Indianapolis (U.M., G.M.S.); the Department of Pediatrics, Children's Hospital of Philadelphia, and the Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.F.), and the Department of Pediatrics, University of Pittsburgh School of Medicine, the Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, and the Department of Pediatrics, UPMC Magee-Womens Hospital, Pittsburgh (T.D.Y.) - all in Pennsylvania; the Department of Pediatrics, Vanderbilt University Medical Center, Nashville (J.-H.W.); the Department of Pediatrics, University of Utah, Salt Lake City (M.B.); the Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque (J.R.L.); the Department of Pediatrics, Boston University Medical Center, Boston (K.C.K.K.); the Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill (T.M.O.); the Department of Pediatrics, Nationwide Children's Hospital, Columbus (K.L.B.), and the Department of Pediatrics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati (S.M.) - all in Ohio; and the Department of Pediatrics, University of Chicago, Chicago (M.D.S.)
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Puia-Dumitrescu M, Wood TR, Comstock BA, Law JB, German K, Perez KM, Gogcu S, Mayock DE, Heagerty PJ, Juul SE. Dexamethasone, Prednisolone, and Methylprednisolone Use and 2-Year Neurodevelopmental Outcomes in Extremely Preterm Infants. JAMA Netw Open 2022; 5:e221947. [PMID: 35275165 PMCID: PMC8917427 DOI: 10.1001/jamanetworkopen.2022.1947] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
IMPORTANCE Practice variability exists in the use of corticosteroids to treat or prevent bronchopulmonary dysplasia in extremely preterm infants, but there is limited information on longer-term impacts. OBJECTIVE To describe the use of corticosteroids in extremely preterm infants and evaluate the association with neurodevelopmental outcomes. DESIGN, SETTING, AND PARTICIPANTS This cohort study was a secondary analysis of data from the Preterm Erythropoietin Neuroprotection (PENUT) randomized clinical trial, conducted at 19 participating sites and 30 neonatal intensive care units (NICUs) in the US. Inborn infants born between 24 0/7 and 27 6/7 weeks gestational age between December 2013 and September 2016 were included in analysis. Data analysis was conducted between February 2021 and January 2022. EXPOSURES Cumulative dose of dexamethasone and duration of therapy for dexamethasone and prednisolone or methyl prednisolone were evaluated. MAIN OUTCOMES AND MEASURES Demographic and clinical characteristics were described in infants who did or did not receive corticosteroids of interest and survived to discharge. Neurodevelopmental outcomes at 2 years of age were evaluated using the Bayley Scales of Infant Development-Third Edition (BSID-III) at corrected age 2 years. RESULTS A total of 828 extremely preterm infants (403 [49%] girls; median [IQR] gestational age, 26 [25-27] weeks) born at 19 sites who survived to discharge were included in this analysis, and 312 infants (38%) were exposed to at least 1 corticosteroid of interest during their NICU stay, including 279 exposed to dexamethasone, 137 exposed to prednisolone or methylprednisolone, and 79 exposed to both. Exposed infants, compared with nonexposed infants, had a lower birth weight (mean [SD], 718 [168] g vs 868 [180] g) and were born earlier (mean [SD] gestational age, 25 [1] weeks vs 26 [1] weeks). The median (IQR) start day was 29 (20-44) days for dexamethasone and 53 (30-90) days for prednisolone or methylprednisolone. The median (IQR) total days of exposure was 10 (5-15) days for dexamethasone and 13 (6-25) days for prednisolone or methylprednisolone. The median (IQR) cumulative dose of dexamethasone was 1.3 (0.9-2.8) mg/kg. After adjusting for potential confounders, treatment with dexamethasone for longer than 14 days was associated with worse neurodevelopmental outcomes, with mean scores in BSID-III 7.4 (95% CI, -12.3 to -2.5) points lower in the motor domain (P = .003) and 5.8 (95% CI, -10.9 to -0.6) points lower in the language domain (P = .03), compared with unexposed infants. CONCLUSIONS AND RELEVANCE These findings suggest that long duration and higher cumulative dose of dexamethasone were associated with worse neurodevelopmental scores at corrected age 2 years. Potential unmeasured differences in the clinical conditions of exposed vs unexposed infants may contribute to these findings. Improved standardization of treatment and documentation of indications would facilitate replication studies.
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Affiliation(s)
- Mihai Puia-Dumitrescu
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
| | - Thomas R. Wood
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
| | | | - Janessa B. Law
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
| | - Kendell German
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
| | - Krystle M. Perez
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
| | - Semsa Gogcu
- Division of Neonatology, Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Dennis E. Mayock
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
| | | | - Sandra E. Juul
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle
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Abstract
Individuals born extremely preterm (before 28 weeks of gestation) comprise only about 0.7% of births in the United States and an even lower proportion in other high resource countries. However, these individuals account for a disproportionate number of children with cerebral palsy, intellectual deficit, autism spectrum disorder, attention deficit hyperactivity disorder, and epilepsy. This review describes two large multiple center cohorts comprised of individuals born extremely preterm: the EPICURE cohort, recruited 1995 in the United Kingdom and the Republic of Ireland, and the Extremely Low Gestational Age Newborn (ELGAN), recruited 2002-2004 in five states in the United States. The primary focus of these studies has been neurodevelopmental disorders, but also of interest are growth, respiratory illness, and parent- and self-reported global health and well-being. Both of these studies indicate that among individuals born extremely preterm the risks of most neurodevelopmental disorders are increased. Early life factors that contribute to this risk include perinatal brain damage, some of which can be identified using neonatal head ultrasound, bronchopulmonary dysplasia, and neonatal systemic inflammation. Prenatal factors, particularly the family's socioeconomic position, also appear to contribute to risk. For most adverse outcomes, the risk is higher in males. Young adults born extremely preterm who have neurodevelopmental impairment, as compared to those without such impairment, rate their quality of life lower. However, young adults born extremely preterm who do not have neurodevelopmental impairments rate their quality of life as being similar to that of young adults born at term. Finally, we summarize the current state of interventions designed to improve the life course of extremely premature infants, with particular focus on efforts to prevent premature birth and on postnatal efforts to prevent adverse neurodevelopmental outcomes.
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Affiliation(s)
- Genevieve L Taylor
- Genevieve L Taylor MD: Department of Pediatrics, Division of Neonatal-Perinatal Medicine, University of North Carolina School of Medicine
| | - T Michael O'Shea
- T. Michael O'Shea, MD, MPH: Department of Pediatrics, Division of Neonatal-Perinatal Medicine, University of North Carolina School of Medicine.
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A mixed-effects two-part model for twin-data and an application on identifying important factors associated with extremely preterm children's health disorders. PLoS One 2022; 17:e0269630. [PMID: 35696398 PMCID: PMC9191696 DOI: 10.1371/journal.pone.0269630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 05/24/2022] [Indexed: 11/27/2022] Open
Abstract
Our recent studies identifying factors significantly associated with the positive child health index (PCHI) in a mixed cohort of preterm-born singletons, twins, and triplets posed some analytic and modeling challenges. The PCHI transforms the total number of health disorders experienced (of the eleven ascertained) to a scale from 0 to 100%. While some of the children had none of the eleven health disorders (i.e., PCHI = 1), others experienced a subset or all (i.e., 0 ≤PCHI< 1). This indicates the existence of two distinct data processes-one for the healthy children, and another for those with at least one health disorder, necessitating a two-part model to accommodate both. Further, the scores for twins and triplets are potentially correlated since these children share similar genetics and early environments. The existing approach for analyzing PCHI data dichotomizes the data (i.e., number of health disorders) and uses a mixed-effects logistic or multiple logistic regression to model the binary feature of the PCHI (1 vs. < 1). To provide an alternate analytic framework, in this study we jointly model the two data processes under a mixed-effects two-part model framework that accounts for the sample correlations between and within the two data processes. The proposed method increases power to detect factors associated with disorders. Extensive numerical studies demonstrate that the proposed joint-test procedure consistently outperforms the existing method when the type I error is controlled at the same level. Our numerical studies also show that the proposed method is robust to model misspecifications and it is applicable to a set of correlated semi-continuous data.
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Campbell H, Check J, Kuban KCK, Leviton A, Joseph RM, Frazier JA, Douglass LM, Roell K, Allred EN, Fordham LA, Hooper SR, Jara H, Paneth N, Mokrova I, Ru H, Santos HP, Fry RC, O’Shea TM. Neonatal Cranial Ultrasound Findings among Infants Born Extremely Preterm: Associations with Neurodevelopmental Outcomes at 10 Years of Age. J Pediatr 2021; 237:197-205.e4. [PMID: 34090894 PMCID: PMC8478718 DOI: 10.1016/j.jpeds.2021.05.059] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 05/27/2021] [Accepted: 05/28/2021] [Indexed: 12/23/2022]
Abstract
OBJECTIVE To examine the association between neonatal cranial ultrasound (CUS) abnormalities among infants born extremely preterm and neurodevelopmental outcomes at 10 years of age. STUDY DESIGN In a multicenter birth cohort of infants born at <28 weeks of gestation, 889 of 1198 survivors were evaluated for neurologic, cognitive, and behavioral outcomes at 10 years of age. Sonographic markers of white matter damage (WMD) included echolucencies in the brain parenchyma and moderate to severe ventricular enlargement. Neonatal CUS findings were classified as intraventricular hemorrhage (IVH) without WMD, IVH with WMD, WMD without IVH, and neither IVH nor WMD. RESULTS WMD without IVH was associated with an increased risk of cognitive impairment (OR 3.5, 95% CI 1.7, 7.4), cerebral palsy (OR 14.3, 95% CI 6.5, 31.5), and epilepsy (OR 6.9; 95% CI 2.9, 16.8). Similar associations were found for WMD accompanied by IVH. Isolated IVH was not significantly associated these outcomes. CONCLUSIONS Among children born extremely preterm, CUS abnormalities, particularly those indicative of WMD, are predictive of neurodevelopmental impairments at 10 years of age. The strongest associations were found with cerebral palsy.
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Affiliation(s)
- Heather Campbell
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Jennifer Check
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Karl C. K. Kuban
- Department of Pediatrics, Division of Pediatric Neurology, Boston University Medical Center, Boston, MA
| | - Alan Leviton
- Department of Neurology, Boston Children’s Hospital and Harvard Medical School, Boston, MA
| | - Robert M Joseph
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA
| | - Jean A. Frazier
- Eunice Kennedy Shriver Center, University of Massachusetts Medical School, Worcester, MA
| | - Laurie M. Douglass
- Department of Pediatrics, Division of Pediatric Neurology, Boston University Medical Center, Boston, MA
| | - Kyle Roell
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Elizabeth N. Allred
- Department of Neurology, Boston Children’s Hospital and Harvard Medical School, Boston, MA
| | - Lynn Ansley Fordham
- Department of Radiology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Stephen R. Hooper
- Department of Allied Health, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Hernan Jara
- Department of Radiology, Boston University Medical Center, Boston, MA
| | - Nigel Paneth
- Michigan State University College of Human Medicine, East Lansing, MI
| | | | - Hongyu Ru
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Hudson P. Santos
- Biobehavioral Laboratory, School of Nursing, University of North Carolina, Chapel Hill, NC
| | - Rebecca C. Fry
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC
| | - T. Michael O’Shea
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
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Maternal age as a risk factor for cerebral palsy. ANTHROPOLOGICAL REVIEW 2021. [DOI: 10.2478/anre-2021-0009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Abstract
The relationship between maternal age and the occurrence of cerebral palsy is still highly controversial. The aim of the study was to examine the effect of maternal age on the risk of CP development, taking into account all significant risk factors and the division into single, twin, full-term, and pre-term pregnancies.
The survey covered 278 children with CP attending selected educational institutions in Poland. The control group consisted of data collected from the medical records of 435 children born at Limanowa county hospital, Poland. The analyses included socio-economic factors, factors related to pregnancy and childbirth, and factors related to the presence of comorbidities and diseases in the child. Constructed logistic regression models were used for statistical analyses.
For all age categories included in the estimated models (assessing the effect of demographic factors on the development of CP), only the category of ≤24 years of age (in the group of all children) was significant. It was estimated that in this mother’s age category, the risk of CP is lower (OR 0.6, 95% CI: 0.3–1.0) in comparison to mothers aged 25-29 (p = 0.03). However, estimation with the use of a complex logistic regression model did not show any significant effect of maternal age on the incidence of CP in groups from different pregnancies types.
It became apparent that maternal age is a weak predictor of CP, insignificant in the final logistic regression model. It seems correct to assume that the studies conducted so far, showing a significant effect of maternal age in this respect, may be associated with bias in the estimators used to assess the risk of CP due to the fact that other important risk factors for CP development were not included in the research.
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Taylor GL, Joseph RM, Kuban KC, Douglass LM, Laux J, Andrews B, Fry RC, Price WA, O’Shea TM. Changes in Neurodevelopmental Outcomes From Age 2 to 10 Years for Children Born Extremely Preterm. Pediatrics 2021; 147:peds.2020-001040. [PMID: 33824183 PMCID: PMC8086004 DOI: 10.1542/peds.2020-001040] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/06/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Evidence-based care of extremely preterm infants (<28 weeks' gestation) depends heavily on research in which a primary outcome is infant neurodevelopmental impairment (NDI), yet it is unclear how well NDI in infancy predicts long-term NDI. In this study, we aim to assess the relationship between 2- and 10-year neurodevelopment using a well-known 2-year definition and a 10-year definition developed by an expert panel. METHODS Using data from the Extremely Low Gestational Age Newborn Study cohort, we classified 2-year NDI using definitions developed by the Eunice Kennedy Shriver National Institute of Child Health and Human Development Neonatal Research Network. We classified 10-year NDI using definitions developed by an expert panel, which added epilepsy and ASD at 10 years. RESULTS Of 1506 infants, 80% survived. Data sufficient to classify severity of NDI at both 2 and 10 years were available for 67% of survivors (n = 802). Among children classified as having moderate to severe NDI at 2 years, 63% had none to mild NDI at 10 years; among children classified as having profound NDI at 2 years, 36% had none to mild NDI at 10 years. Cohen's κ statistic indicated minimal to fair agreement between NDI at 2 and 10 years (0.34, P < .001). CONCLUSIONS NDI in infancy, as defined in this study, only weakly predicts NDI in middle childhood. For the parents at risk for delivery of an extremely preterm infant, a hopeful message can be taken from our findings that one-third of surviving children classified as having profound NDI and nearly two-thirds of those classified as having moderate to severe NDI at 2 years had none to mild NDI at 10 years.
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Affiliation(s)
| | - Robert M. Joseph
- Department of Anatomy and Neurobiology, School of Medicine, Boston University, Boston, Massachusetts
| | - Karl C.K. Kuban
- Departments of Pediatrics and Neurology, Boston Medical Center, Boston, Massachusetts; and
| | - Laurie M. Douglass
- Departments of Pediatrics and Neurology, Boston Medical Center, Boston, Massachusetts; and
| | - Jeff Laux
- The North Carolina Translational and Clinical Sciences Institute, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Bree Andrews
- The University of Chicago Comer Children’s Hospital, Chicago, Illinois
| | - Rebecca C. Fry
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health,,Department of Pediatrics, and
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24
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Ayala L, Winter S, Byrne R, Fehlings D, Gehred A, Letzkus L, Noritz G, Paton MCB, Pietruszewski L, Rosenberg N, Tanner K, Vargus-Adams J, Novak I, Maitre NL. Assessments and Interventions for Spasticity in Infants With or at High Risk for Cerebral Palsy: A Systematic Review. Pediatr Neurol 2021; 118:72-90. [PMID: 33563492 DOI: 10.1016/j.pediatrneurol.2020.10.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/05/2020] [Accepted: 10/27/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND The majority of children with cerebral palsy develop spasticity, which interferes with motor development, function, and participation. This systematic review appraised current evidence regarding assessments and interventions for spasticity in children aged less than two years with or at high risk for cerebral palsy and integrated findings with parent preferences. METHODS Five databases (CINAHL, EMBASE, OVID/Medline, SCOPUS, and PsycINFO) were searched. Included articles were screened using PRISMA guidelines. Quality of the evidence was reviewed by two independent reviewers using Quality Assessment of Diagnostic Accuracy Studies, second edition (QUADAS-2), the RTI Item Bank on Risk of Bias and Precision of Observational Studies (RTI), or The Cochrane Collaboration's tool for assessing risk of bias in randomized trials (RoB). An online survey was conducted regarding parent preferences through social media channels. RESULTS Twelve articles met inclusion criteria. No high-quality assessment tool emerged for this population. Six interventions (botulinum toxin-A, orthotic use, radial extracorporeal shock wave therapy, erythropoietic stimulating agents, medical cannabis, and homeopathy) were identified. There was low-quality evidence for the use of botulinum toxin-A and radial extracorporeal shock wave therapy to improve short-term outcomes. Survey respondents indicated that spasticity assessments and interventions are highly valued, with nonpharmacologic interventions ranked most preferably. CONCLUSIONS Further research is needed to validate assessments for spasticity in children younger than two years. Conditional recommendations can be made for botulinum toxin-A and radial extracorporeal shock wave therapy based on low level of evidence to reduce spasticity in children aged less than two years.
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Affiliation(s)
- Lauren Ayala
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah.
| | - Sarah Winter
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah
| | | | - Darcy Fehlings
- Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Alison Gehred
- Nationwide Children's Hospital, Grant Morrow III Library, Columbus, Ohio
| | - Lisa Letzkus
- University of Virginia School of Medicine, Department of Pediatrics, Charlottesville, Virginia
| | - Garey Noritz
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio
| | - Madison C B Paton
- Cerebral Palsy Alliance Research Institute, Discipline of Child & Adolescent Health, Faculty of Medicine & Health, The University of Sydney, Sydney, NSW, Australia
| | | | - Nathan Rosenberg
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio
| | - Kelly Tanner
- Department of Clinical Therapies, Nationwide Children's Hospital, Columbus, Ohio
| | - Jilda Vargus-Adams
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Iona Novak
- Cerebral Palsy Alliance Research Institute, Discipline of Child & Adolescent Health, Faculty of Medicine & Health, The University of Sydney, Sydney, NSW, Australia
| | - Nathalie L Maitre
- Center for Perinatal Research, Nationwide Children's Hospital, Columbus, Ohio
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25
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Kaushal D, Kalra N, Khatri A, Tyagi R, Singh NP, Aggarwal A, Saha R. Oral health status and microbial load of Streptococcus mutans in children with Cerebral palsy in a tertiary care hospital in Delhi. J Indian Soc Pedod Prev Dent 2021; 39:214-220. [PMID: 34341244 DOI: 10.4103/jisppd.jisppd_194_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Cerebral palsy (CP) is a childhood debilitating condition which impairs the physical and mental ability of an individual to maintain oral health. AIM The objective of the present study was assessment of dental neglect and burden of treatment needs of children affected with CP as compared to normal children in a tertiary care hospital in Delhi. SETTINGS AND DESIGN A sample size of 104 children of age group of 6-14 years was selected, in which 52 children of CP (case group) and 52 normal school children (control group) were recruited. MATERIALS AND METHODS Children from both groups were examined, and calculation of drug master files (DMFS), defs, oral hygiene index (OHI), and gingival index was done. The presence of trauma and malocclusion was assessed. Present caries activity was assessed by the level of Streptococcus mutans present in saliva in both groups. Treatment needs were then assessed based on intraoral findings. STATISTICAL ANALYSIS Data were analyzed by SPSS 20.0 software. Student's t-test and nonparametric statistical tests such as Chi-square test and Mann-Whitney test were used as per the nature of variables studied for statistical analysis with the level of significance denoted at P < 0.05. RESULTS The mean DMFS, gingival index, OHI, and treatment needs were observed to be higher in the CP group. Increased S. mutans levels were observed in saliva of CP patients. Defs score, trauma, and malocclusion were not statistically significantly higher in CP group as compared to the control group. CONCLUSION Cerebral palsy group had a poor oral and gingival health, a higher DMFT and burden of treatment needs and an increased risk of further caries progression due to high caries activity indicated by increased level of salivary Streptococcus mutans than the control group.
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Affiliation(s)
- Drishti Kaushal
- Department of Pedodontics and Preventive Dentistry, UCMS and GTB Hospital Delhi, Delhi, India
| | - Namita Kalra
- Department of Pedodontics and Preventive Dentistry, UCMS and GTB Hospital Delhi, Delhi, India
| | - Amit Khatri
- Department of Pedodontics and Preventive Dentistry, UCMS and GTB Hospital Delhi, Delhi, India
| | - Rishi Tyagi
- Department of Pedodontics and Preventive Dentistry, UCMS and GTB Hospital Delhi, Delhi, India
| | - N P Singh
- Microbiology, UCMS (University of Delhi) and GTB Hospital, Delhi, India
| | - Anju Aggarwal
- Paediatrics, UCMS (University of Delhi) and GTB Hospital, Delhi, India
| | - Rumpa Saha
- Microbiology, UCMS (University of Delhi) and GTB Hospital, Delhi, India
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26
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Whole genome methylation and transcriptome analyses to identify risk for cerebral palsy (CP) in extremely low gestational age neonates (ELGAN). Sci Rep 2021; 11:5305. [PMID: 33674671 PMCID: PMC7935929 DOI: 10.1038/s41598-021-84214-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 01/05/2021] [Indexed: 01/05/2023] Open
Abstract
Preterm birth remains the leading identifiable risk factor for cerebral palsy (CP), a devastating form of motor impairment due to developmental brain injury occurring around the time of birth. We performed genome wide methylation and whole transcriptome analyses to elucidate the early pathogenesis of CP in extremely low gestational age neonates (ELGANs). We evaluated peripheral blood cell specimens collected during a randomized trial of erythropoietin for neuroprotection in the ELGAN (PENUT Trial, NCT# 01378273). DNA methylation data were generated from 94 PENUT subjects (n = 47 CP vs. n = 47 Control) on day 1 and 14 of life. Gene expression data were generated from a subset of 56 subjects. Only one differentially methylated region was identified for the day 1 to 14 change between CP versus no CP, without evidence for differential gene expression of the associated gene RNA Pseudouridine Synthase Domain Containing 2. iPathwayGuide meta-analyses identified a relevant upregulation of JAK1 expression in the setting of decreased methylation that was observed in control subjects but not CP subjects. Evaluation of whole transcriptome data identified several top pathways of potential clinical relevance including thermogenesis, ferroptossis, ribosomal activity and other neurodegenerative conditions that differentiated CP from controls.
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27
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Gillam-Krakauer M, Slaughter JC, Cotton RB, Robinson BE, Reese J, Maitre NL. Outcomes in infants < 29 weeks of gestation following single-dose prophylactic indomethacin. J Perinatol 2021; 41:109-118. [PMID: 32948814 PMCID: PMC7499931 DOI: 10.1038/s41372-020-00814-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 08/05/2020] [Accepted: 09/02/2020] [Indexed: 11/09/2022]
Abstract
BACKGROUND Prophylactic indomethacin (3 doses) decreases patent ductus arteriosus (PDA) and intraventricular hemorrhage (IVH) in preterm infants. The study aim was to determine whether single-dose indomethacin (SD-INDO) decreases PDA, IVH, and improves motor function. METHODS A retrospective cohort (2007-2014) compared infants born < 29 weeks who did (n = 299) or did not (n = 85) receive SD-INDO and estimated outcomes association with ordinal logistic regression, adjusting for multiple variables using propensity scores. RESULTS Infants who received SD-INDO were more premature (p < 0.001) but had lower odds of PDA (OR 0.26 [0.15, 0.44], p < 0.005), PDA receiving treatment (OR 0.12 [0.03, 0.47], p < 0.005), death (OR 0.41 [0.20, 0.86], p = 0.02), and CP severity (OR 0.33 [0.12, 0.89], p = 0.03). There was less IVH (OR 0.58 [0.36, 0.94], p = 0.03) when adjusted for gestational age. CONCLUSIONS SD-INDO is associated with decreased PDA and CP severity and improved survival.
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Affiliation(s)
- Maria Gillam-Krakauer
- Mildred T. Stahlman Division of Neonatology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - James C. Slaughter
- grid.412807.80000 0004 1936 9916Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN USA
| | - Robert B. Cotton
- grid.412807.80000 0004 1936 9916Mildred T. Stahlman Division of Neonatology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN USA
| | - Blaine E. Robinson
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Nashville, TN USA
| | - Jeff Reese
- grid.412807.80000 0004 1936 9916Mildred T. Stahlman Division of Neonatology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN USA ,grid.412807.80000 0004 1936 9916Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN USA
| | - Nathalie L. Maitre
- grid.240344.50000 0004 0392 3476Department of Pediatrics Nationwide Children’s Hospital, Columbus, OH USA ,grid.412807.80000 0004 1936 9916Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN USA
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Kinematic and Somatosensory Gains in Infants with Cerebral Palsy After a Multi-Component Upper-Extremity Intervention: A Randomized Controlled Trial. Brain Topogr 2020; 33:751-766. [DOI: 10.1007/s10548-020-00790-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 07/24/2020] [Indexed: 02/06/2023]
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Abstract
Orthopedic conditions are common in adults with cerebral palsy (CP). Although CP is argued to be a nonprogressive condition of the brain, the musculoskeletal components tend to worsen and deteriorate over time leading to chronic pain, function limitation, and a decline in mobility. Orthopedic care of adults with CP has not been well documented in the literature. This article describes the common orthopedic conditions in adults with CP and discusses who should perform orthopedic surgery on adults.
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Affiliation(s)
- Megan R Lomax
- Texas Children's Hospital, 6701 Fannin Street, Suite 660, Houston, TX 77030, USA
| | - M Wade Shrader
- Nemours A.I. duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE 19807, USA.
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30
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Ward RM, Turner MA, Hansen-Pupp I, Higginson J, Vanya M, Flood E, Schwartz EJ, Doll HA, Tocoian A, Mangili A, Barton N, Sarda SP. Development of the PREMature Infant Index (PREMII™), a clinician-reported outcome measure assessing functional status of extremely preterm infants. J Matern Fetal Neonatal Med 2020; 35:941-950. [PMID: 32138571 DOI: 10.1080/14767058.2020.1735338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Background: Comprehensive measures to evaluate the effectiveness of medical interventions in extremely preterm infants are lacking. Although length of stay is used as an indicator of overall health among preterm infants in clinical studies, it is confounded by nonmedical factors (e.g. parental readiness and availability of home nursing support).Objectives: To develop the PREMature Infant Index (PREMII™), an electronic content-valid clinician-reported outcome measure for assessing functional status of extremely preterm infants (<28 weeks gestational age) serially over time in the neonatal intensive care unit. We report the development stages of the PREMII, including suggestions for scoring.Methods: We developed the PREMII according to US Food and Drug Administration regulatory standards. Development included five stages: (1) literature review, (2) clinical expert interviews, (3) Delphi panel survey, (4) development of items/levels, and (5) cognitive interviews/usability testing. Scoring approaches were explored via an online clinician survey.Results: Key factors reflective of functional status were identified by physicians and nurses during development of the PREMII, as were levels within each factor to assess functional status. The resulting PREMII evaluates eight infant health factors: respiratory support, oxygen administration, apnea, bradycardia, desaturation, thermoregulation, feeding, and weight gain, each scored with three to six gradations. Factor levels are standardized on a 0-100 scale; resultant scores are 0-100. No usability issues were identified. The online clinician survey identified optimal scoring methods to capture functional status at a given time point.Conclusions: Our findings support the content validity and usability of the PREMII as a multifunction outcome measure to assess functional status over time in extremely preterm infants. Psychometric validation is ongoing.
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Affiliation(s)
- Robert M Ward
- Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Mark A Turner
- Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Ingrid Hansen-Pupp
- Department of Clinical Sciences Lund, Pediatrics, Lund University, Skåne University Hospital, Lund, Sweden
| | - Jason Higginson
- Department of Pediatrics, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Magdalena Vanya
- Patient Centered Outcomes, ICON, South San Francisco, CA, USA
| | - Emuella Flood
- Patient Centered Outcomes, ICON, Gaithersburg, MD, USA
| | | | | | - Adina Tocoian
- Global Clinical Development, Rare Metabolic Diseases, Takeda, Switzerland
| | - Alexandra Mangili
- Global Clinical Development, Rare Metabolic Diseases, Takeda, Switzerland
| | - Norman Barton
- Global Clinical Development, Rare Metabolic Diseases, Takeda, Lexington, MA, USA
| | - Sujata P Sarda
- Global Evidence and Outcomes, Takeda, Lexington, MA, USA
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31
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Amankwah N, Oskoui M, Garner R, Bancej C, Manuel DG, Wall R, Finès P, Bernier J, Tu K, Reimer K. Cerebral palsy in Canada, 2011-2031: results of a microsimulation modelling study of epidemiological and cost impacts. Health Promot Chronic Dis Prev Can 2020; 40:25-37. [PMID: 32049464 PMCID: PMC7053851 DOI: 10.24095/hpcdp.40.2.01] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024]
Abstract
INTRODUCTION The objective of our study was to present model-based estimates and projections on current and future health and economic impacts of cerebral palsy in Canada over a 20-year time horizon (2011-2031). METHODS We used Statistics Canada's Population Health Model (POHEM)-Neurological to simulate individuals' disease states, risk factors and health determinants and to describe and project health outcomes, including disease incidence, prevalence, life expectancy, health-adjusted life expectancy, health-related quality of life and health care costs over the life cycle of Canadians. Cerebral palsy cases were identified from British Columbia's health administrative data sources. A population-based cohort was then used to generate the incidence and mortality rates, enabling the projection of future incidence and mortality rates. A utility-based measure (Health Utilities Index Mark 3) was also included in the model to reflect various states of functional health to allow projections of health-related quality of life. Finally, we estimated caregiving parameters and health care costs from Canadian national surveys and health administrative data and included them as model parameters to assess the health and economic impact of cerebral palsy. RESULTS Although the overall crude incidence rate of cerebral palsy is projected to remain stable, newly diagnosed cases of cerebral palsy will rise from approximately 1800 in 2011 to nearly 2200 in 2031. In addition, the number of people with the condition is expected to increase from more than 75 000 in 2011 to more than 94 000 in 2031. Direct health care costs in constant 2010 Canadian dollars were about $11 700 for children with cerebral palsy aged 1-4 years versus about $600 for those without the condition. In addition, people with cerebral palsy tend to have longer periods in poorer health-related quality of life. CONCLUSION Individuals with cerebral palsy will continue to face challenges related to an ongoing need for specialized medical care and a rising need for supportive services. Our study offers important insights into future costs and impacts associated with cerebral palsy and provides valuable information that could be used to develop targeted health programs and strategies for Canadians living with this condition.
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Affiliation(s)
- Nana Amankwah
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Maryam Oskoui
- Departments of Pediatrics and Neurology Neurosurgery, McGill University, Montréal, Quebec, Canada
- Division of Pediatric Neurology, Montréal Children's Hospital, McGill University Health Centre, Montréal, Quebec, Canada
- Department of Epidemiology Biostatistics and Occupational Health, McGill University, Montréal, Quebec, Canada
| | - Rochelle Garner
- Health Analysis Division, Statistics Canada, Ottawa, Ontario, Canada
| | | | - Douglas G Manuel
- Health Analysis Division, Statistics Canada, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- University of Ottawa, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
- School of Public and Population Health, University of Ottawa, Ottawa, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Ottawa, Ontario, Canada
- North York General Hospital, Toronto, Ontario, Canada
| | - Ron Wall
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Philippe Finès
- Health Analysis Division, Statistics Canada, Ottawa, Ontario, Canada
| | - Julie Bernier
- Health Analysis Division, Statistics Canada, Ottawa, Ontario, Canada
| | - Karen Tu
- North York General Hospital, Toronto, Ontario, Canada
- Department of Family and Community Medicine, Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Toronto Western Hospital Family Health Team, University Health Network, Toronto, Ontario, Canada
| | - Kim Reimer
- Population Health Surveillance and Epidemiology, Office of the Provincial Health Officer, British Columbia Ministry of Health, Victoria, British Columbia, Canada
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32
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Benner JL, Noten S, Limsakul C, Van Der Slot WMA, Stam HJ, Selb M, Van Den Berg-Emons RJG, Roebroeck ME. Outcomes in adults with cerebral palsy: systematic review using the International Classification of Functioning, Disability and Health. Dev Med Child Neurol 2019; 61:1153-1161. [PMID: 30985004 DOI: 10.1111/dmcn.14247] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/04/2019] [Indexed: 11/30/2022]
Abstract
AIM In the context of the development of an International Classification of Functioning, Disability and Health (ICF) Core Set for adults with cerebral palsy (CP), this systematic review sought to identify the outcome measures used in studies on adults with CP, to examine their content using the ICF as a reference, and to demonstrate the most studied areas in this population. METHOD Embase, MEDLINE, Web of Science, PsycINFO, CINAHL, Cochrane, and Google Scholar were searched for studies on adults with CP published between 2000 and 2017. Meaningful concepts of commonly used outcome measures were linked to the ICF, and frequencies of resultant ICF categories were explored. RESULTS In 274 included articles, 332 outcome measures were identified of which 155 were commonly used. In total, 4409 meaningful concepts were linked to the ICF. The component 'Activities and participation' included the most frequent categories, followed by 'Body functions'. The most frequent categories were b280 'Sensation of pain' (37.6%), d450 'Walking' (33.3%), and d850 'Remunerative employment' (27.5%). INTERPRETATION The broad range of ICF categories identified in this systematic review emphasizes the heterogeneity of functioning and disability in adults with CP. The current results specifically reflect the researchers' perspective and will serve as candidate categories to consider in the development of an ICF Core Set for adults with CP. WHAT THIS PAPER ADDS Outcomes studied in adults with cerebral palsy are captured in varying International Classification of Functioning, Disability and Health (ICF) categories. Activities and participation were studied more frequently than body functions and structures. Mobility, employment, and self-care were most frequent within ICF's 'Activities and participation' component. Pain and neuromusculoskeletal and movement-related functions were most frequent within 'Body functions'.
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Affiliation(s)
- Joyce L Benner
- Department of Rehabilitation Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Suzie Noten
- Department of Rehabilitation Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Chonnanid Limsakul
- Department of Orthopedic Surgery and Physical Medicine, Prince of Songkla University, Songkhla, Thailand
| | | | - Henk J Stam
- Department of Rehabilitation Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Melissa Selb
- ICF Research Branch, a Cooperation Partner within the WHO-FIC Collaborating Centre in Germany (at DIMDI), Nottwil, Switzerland
| | | | - Marij E Roebroeck
- Department of Rehabilitation Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
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33
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Synnes A, Gillone J, Majnemer A, Lodha A, Creighton D, Moddemann D, Shah PS. Preterm children with suspected cerebral palsy at 19 months corrected age in the Canadian neonatal follow-up network. Early Hum Dev 2019; 136:7-13. [PMID: 31271995 DOI: 10.1016/j.earlhumdev.2019.06.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 06/18/2019] [Accepted: 06/21/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND The ability to definitively diagnose cerebral palsy (CP) at 18-24 months is unknown. AIMS To describe very preterm children who, at 19 months, have suspected CP defined as neither having a definitive diagnosis of CP nor no CP and compare them with children with and without CP. STUDY DESIGN AND METHODS Longitudinal national cohort study of births <29 weeks' gestation with linked Canadian Neonatal Network and Canadian Neonatal Follow-up Network data with 19 month assessments and 3-year questionnaires (Ages and Stages-3 and Health Status Classification System-Preschool). CP, no CP and suspected CP groups, classified at 19 months, were compared using chi square and ANOVA. RESULTS Of 3086 survivors, 2280 had complete 19-month corrected age (CA) and 1261 had 3-year CA data. Suspected CP (3.6%), CP (6.4%) and no CP (90%) groups differed (p < 0.05) in birth weight, gestational age, complications of prematurity and NICU length of stay. Children with suspected CP had Bayley-III motor, cognitive and language composite scores at 18 months midway between CP and no CP, had the lowest sensory impairment rates and highest hospital readmission rates. At 3 years, gross motor, fine motor, problem-solving, communication and social skill abilities differed: abnormal outcomes were intermediate for children with suspected CP (p < 0.01). CONCLUSIONS CP incidence varied from 6.4% to 10% with exclusion or inclusion of children with suspected CP. Children with suspected CP have characteristics mostly midway between those with and without CP and developmental concerns persist to 3 years and require surveillance beyond 19 months.
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Affiliation(s)
- Anne Synnes
- Department of Pediatrics, University of British Columbia and BC Women's Hospital and Health Centre, 4500 Oak St, Vancouver, BC, V6H 3V4, Canada.
| | - Jenna Gillone
- Department of Pediatrics, University of British Columbia and BC Women's Hospital and Health Centre, 4500 Oak St, Vancouver, BC, V6H 3V4, Canada
| | - Annette Majnemer
- McGill University, 3605 de la Montagne, room 113, Montreal, H3G 2M1 Montreal, Canada.
| | - Abhay Lodha
- Department of Paediatrics, University of Calgary, 28 Oki Drive NW, Calgary, Alberta, T3B 6A8, Canada.
| | - Dianne Creighton
- Department of Paediatrics, University of Calgary, 28 Oki Drive NW, Calgary, Alberta, T3B 6A8, Canada.
| | - Diane Moddemann
- University of Manitoba, 1128-1155 Notre dame Ave, Winnipeg, Manitoba R3E 3G1, Canada.
| | - Prakesh S Shah
- University of Toronto, 600 University Avenue, Room 19-231, Toronto, Ontario M5G 1X5, Canada.
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Parikh NA, Hershey A, Altaye M. Early Detection of Cerebral Palsy Using Sensorimotor Tract Biomarkers in Very Preterm Infants. Pediatr Neurol 2019; 98:53-60. [PMID: 31201071 PMCID: PMC6717543 DOI: 10.1016/j.pediatrneurol.2019.05.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 04/25/2019] [Accepted: 05/02/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Our objectives were to evaluate the brain's sensorimotor network microstructure using diffusion magnetic resonance imaging (MRI) at term-corrected age and test the ability of sensorimotor microstructural parameters to accurately predict cerebral palsy in extremely-low-birth-weight infants. METHODS We enrolled a prospective pilot cohort of extremely-low-birth-weight preterm infants (birth weight ≤ 1000 g) before neonatal intensive care unit discharge and studied them with structural and diffusion MRI at term-corrected age. Six sensorimotor tracts were segmented, and microstructural parameters from these tracts were evaluated for their ability to predict later development of cerebral palsy, diagnosed at 18 to 22 months corrected age. RESULTS We found significant differences in multiple diffusion MRI parameters from five of the six sensorimotor tracts in infants who developed cerebral palsy (n = 5) versus those who did not (n = 36). When compared with structural MRI or individual diffusion MRI biomarkers, the combination of two individual biomarkers-fractional anisotropy of superior thalamic radiations (sensory component) and radial diffusivity of the corticospinal tract-exhibited the highest sensitivity (80%), specificity (97%), and positive likelihood ratio (28.0) for prediction of cerebral palsy. This combination of diffusion MRI biomarkers accurately classified 95% of the study infants. CONCLUSIONS Development of cerebral palsy in very preterm infants is preceded by early brain injury or immaturity to one or more sensorimotor tracts. A larger study is warranted to evaluate if a combination of sensorimotor microstructural biomarkers could accurately facilitate early diagnosis of cerebral palsy.
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Affiliation(s)
- Nehal A Parikh
- Perinatal Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio; The Research Institute at Nationwide Children's Hospital, Columbus, Ohio.
| | - Alexa Hershey
- The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Mekibib Altaye
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio; Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
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Pulgar S, Bains S, Gooch J, Chambers H, Noritz GH, Wright E, Sawhney TG, Pyenson B, Ferro C. Prevalence, Patterns, and Cost of Care for Children with Cerebral Palsy Enrolled in Medicaid Managed Care. J Manag Care Spec Pharm 2019; 25:817-822. [PMID: 31232210 PMCID: PMC10398069 DOI: 10.18553/jmcp.2019.25.7.817] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND In the United States, many children with cerebral palsy (CP) obtain health care coverage through managed Medicaid, but little is known about the current demographics or management of this high-need, complex population. OBJECTIVE To develop U.S. population-level information about the prevalence of CP, management patterns, and costs. METHODS Data (2013-2015) were analyzed from a managed Medicaid database with coverage of children and adolescents in 15 states. Analyses included demographic information and use of 10 prespecified CP management options often used to manage spasticity. Code-based algorithms were applied to indicate presence of spasticity and determine the likely ambulatory status. RESULTS In this claims analysis, the prevalence estimate of CP was 1.78 per 1,000 patients. Most (69.8%) children with CP had spasticity, of which 20.8% had hemiplegia, 15.6% diplegia, 32.9% quadriplegia, and 30.5% CP unspecified. Overall, 42.4% of children with CP were not treated with any of the 10 CP management options via Medicaid. Among treated children, the most common management options were physical therapy (37.1%), orthotics (29.9%), oral baclofen (13.5%) and botulinum toxins (9.4%). Overall annualized Medicaid costs were higher for children with CP versus children in the overall database population ($22,383 vs. $1,358). Within the CP population, costs were higher for those children who were likely nonambulatory than for those who were likely ambulatory ($43,687 vs. $10,368, respectively). CONCLUSIONS Most children with CP have spasticity, and the costs of care are high. This study highlights wide variation in the way CP is managed, with many young patients not receiving CP management options via Medicaid. DISCLOSURES This analysis was funded by Ipsen Biopharmaceuticals and conducted by Milliman. Pulgar and Bains were employees of Ipsen Biopharmaceuticals during the conduct of this study. Chambers is a consultant for OrthoPediatrics and an employee of the University of California. Pyenson and Ferro are employees of Milliman, as was Sawhney during the analysis. Gooch, Noritz, and Wright report no conflicts of interest. Part of this work was presented as a poster at TOXINS 2017: Basic Science and Clinical Aspects of Botulinum and Other Neurotoxins, held January 18-21, 2017, in Madrid, Spain.
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Affiliation(s)
- Sonia Pulgar
- Ipsen Biopharmaceuticals, Basking Ridge, New Jersey
| | | | | | - Henry Chambers
- Rady Children’s Hospital-San Diego, San Diego, California
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Wu PM, Shih HI, Yu WH, Chen LW, Wang LC, Huang CC, Tu YF. Corpus callosum and cerebellar vermis size in very preterm infants: Relationship to long-term neurodevelopmental outcome. Pediatr Neonatol 2019; 60:178-185. [PMID: 29910162 DOI: 10.1016/j.pedneo.2018.05.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 04/12/2018] [Accepted: 05/30/2018] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The neonatal changes of corpus callosum or cerebellar volume in preterm infants have been shown to link with abnormal mentality and motor disability in early childhood. This study aims to predict the long-term neurological outcomes by measuring these changes on neonatal brain ultrasound in preterm infants. METHODS Our cohort consisted of infants aged below 32 weeks' gestation with very low birth body weights who completed neuro-assessments at 5 years of age. Corpus callosum or cerebellar vermis were measured at 28-30 weeks and at 37-40 weeks gestational age in premature infants with cerebral palsy (CP), mental retardation (MR) and normal control premature infants. RESULTS There are 12 patients in MR group, 12 in CP group and 27 patients as controls for final analysis. There was no significant difference in other factors between study groups except lower gestational age (P = 0.043) in CP group. Respiratory distress syndrome was more common in MR group (P = 0.037) and cystic periventricular leukomalacia was more common in CP group (P < 0.001) than controls. After adjusting for sex and birth body weight, the MR group had smaller cerebellar vermis area at 37-40 gestational weeks (P = 0.002) than controls. They also reduced the growth of corpus callosum area (difference = -0.12 ± 0.16, P = 0.029) and cerebellar vermis area (difference = 1.10 ± 0.44, P = 0.020) from 28 to 30 gestational weeks to 37-40 gestational weeks compared with controls (difference = 0.03 ± 0.15, 1.92 ± 0.70, respectively). In contrast, the CP group had reduced the growth of corpus callosum body (difference = -0.02 ± 0.18, P = 0.034) compared with controls (difference = 0.03 ± 0.04). They subsequently had smaller body thickness of corpus callosum (0.10 ± 0.02, P = 0.015) at 37-40 gestational weeks than controls (0.14 ± 0.04). CONCLUSIONS Serial monitoring corpus callosum and cerebellar vermis size in early life of very preterm babies may predict the motor or mentality neurological outcome at 5 years of age.
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Affiliation(s)
- Po-Ming Wu
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hsin-I Shih
- Department of Emergency Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wen-Hao Yu
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Li-Wen Chen
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Lie-Chuan Wang
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chao-Ching Huang
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Pediatrics, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Pediatrics, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Yi-Fang Tu
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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Hay K, Nelin M, Carey H, Chorna O, Moore-Clingenpeel M, Maitre N. Hammersmith Infant Neurological Examination Asymmetry Score Distinguishes Hemiplegic Cerebral Palsy From Typical Development. Pediatr Neurol 2018; 87:70-74. [PMID: 30190180 PMCID: PMC6320694 DOI: 10.1016/j.pediatrneurol.2018.07.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 07/08/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND The Hammersmith Infant Neurological Examination is one of several useful tools for early identification of cerebral palsy; however, cut-off scores for cerebral palsy do not consistently distinguish infants with hemiplegia from those typically developing. We hypothesized that use of an asymmetry score, in addition to the assessment's standard total cutoff score, could remedy this problem in a clinical setting. METHODS This retrospective study of a neonatal intensive care follow-up program with consistent clinical use of the Hammersmith Infant Neurological Examination matched infants with a diagnosis of cerebral palsy to infants without motor delays or evidence of neurodevelopmental impairments. Groups had same corrected and gestational ages at Hammersmith Infant Neurological Examination assessment. Asymmetry presence was recorded. RESULTS Of 74 infants with cerebral palsy, 28 had quadriplegia, 11 had diplegia, and 35 had hemiplegia. Median total Hammersmith Infant Neurological Examination and asymmetry scores for hemiplegia were 57.5 and 10 versus 76 and 0 for those without cerebral palsy. Sensitivity and specificity to distinguish hemiplegia from typical development by combining a total Hammersmith Infant Neurological Examination score less than 63 and an asymmetry score greater than 5 were 91.8% and 100%, respectively. CONCLUSIONS In a clinical setting, combining total Hammersmith Infant Neurological Examination and asymmetry scores can help providers differentiate infants with hemiplegia from those typically developing.
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Affiliation(s)
- Krystal Hay
- Center for Perinatal Research and Department of Pediatrics at Nationwide Children’s Hospital, Columbus, OH
| | - MaryAnn Nelin
- Center for Perinatal Research and Department of Pediatrics at Nationwide Children’s Hospital, Columbus, OH
| | - Helen Carey
- Center for Perinatal Research and Department of Pediatrics at Nationwide Children’s Hospital, Columbus, OH
| | - Olena Chorna
- Center for Perinatal Research and Department of Pediatrics at Nationwide Children’s Hospital, Columbus, OH
| | - Melissa Moore-Clingenpeel
- Center for Perinatal Research and Department of Pediatrics at Nationwide Children’s Hospital, Columbus, OH
| | - Nathalie Maitre
- Center for Perinatal Research and Department of Pediatrics at Nationwide Children's Hospital, Columbus, Ohio; Department of Hearing and Speech Sciences, Vanderbilt Kennedy Center, Nashville, Tennessee.
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van der Burg JW, O’Shea TM, Kuban K, Allred EN, Paneth N, Dammann O, Leviton A. Are Extremely Low Gestational Age Newborns Born to Obese Women at Increased Risk of Cerebral Palsy at 2 Years? J Child Neurol 2018; 33:216-224. [PMID: 29322871 PMCID: PMC5807160 DOI: 10.1177/0883073817751303] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The authors hypothesized that the risk of cerebral palsy at 2 years in children born extremely preterm to overweight and obese women is increased relative to the risk among children born to neither overweight nor obese women. In a multicenter prospective cohort study, the authors created multinomial logistic regression models of the risk of diparetic, quadriparetic, and hemiparetic cerebral palsy that included the prepregnancy body mass index of mothers of 1014 children born extremely preterm, cerebral palsy diagnoses of children at 2 years, as well as information about potential confounders. Overweight and obese women were not at increased risk of giving birth to a child who had cerebral palsy. The risk ratios associated with overweight varied between 1.1 for quadriparesis (95% CI = 0.5, 2.1) to 2.0 for hemiparesis (95% CI = 0.4, 9.8). The risk ratios associated with obesity varied between 0.7 for diparesis (95% CI = 0.2, 2.5) to 2.5 for hemiparesis (95% CI = 0.4, 13).
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Affiliation(s)
- Jelske W. van der Burg
- Department of Health and Life Sciences, Faculty of Earth and Life Sciences, VU University, Amsterdam, The Netherlands,Jelske W. van der Burg, MSc, Department Environment and Health, Faculty of Science, VU University, De Boelelaan 1085 T-644, 1081 HV Amsterdam, The Netherlands.
| | - T. Michael O’Shea
- Department of Pediatrics (Neonatology), Wake Forest University, Winston-Salem, NC, USA
| | - Karl Kuban
- Division of Neurology (Pediatric Neurology), Department of Pediatrics, Boston Medical Center and Boston University, Boston, MA, USA
| | - Elizabeth N. Allred
- Neuroepidemiology Unit, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Nigel Paneth
- Department of Epidemiology, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Olaf Dammann
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA,Perinatal Epidemiology Unit, Hannover Medical School, Hannover, Germany
| | - Alan Leviton
- Neuroepidemiology Unit, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
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Hirschberger RG, Kuban KCK, O'Shea TM, Joseph RM, Heeren T, Douglass LM, Stafstrom CE, Jara H, Frazier JA, Hirtz D, Rollins JV, Paneth N. Co-occurrence and Severity of Neurodevelopmental Burden (Cognitive Impairment, Cerebral Palsy, Autism Spectrum Disorder, and Epilepsy) at Age Ten Years in Children Born Extremely Preterm. Pediatr Neurol 2018; 79:45-52. [PMID: 29310907 PMCID: PMC5803305 DOI: 10.1016/j.pediatrneurol.2017.11.002] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Revised: 11/03/2017] [Accepted: 11/04/2017] [Indexed: 01/21/2023]
Abstract
BACKGROUND This study aims to determine the prevalence of neurodevelopmental impairments at age ten years among children born extremely preterm (less than 28 weeks gestational age) and to offer a framework for categorizing neurological limitations. METHODS A multicenter, prospective cohort follow-up study recruited 889 ten-year-old children born from 2002 to 2004. We assessed prevalence of cognitive impairment, measured by intelligent quotient and tests of executive function, cerebral palsy (CP), autism spectrum disorder (ASD), and epilepsy singly and in combination. The three levels of impairment severity were: category I-no major neurodevelopmental impairment; category II-normal cognitive ability with CP, ASD, and/or epilepsy; and category III-children with cognitive impairment. RESULTS A total 214 of 873 children (25%) had cognitive impairment, 93 of 849 children (11%) had CP, 61 of 857 children (7%) had ASD, and 66 of 888 children (7%) had epilepsy. Further, 19% of all children had one diagnosis, 10% had two diagnoses, and 3% had three diagnoses. Decreasing gestational age was associated with increasing number of impairments (P < 0.001). Half the children with cognitive impairment and one third of children with CP, ASD, or epilepsy had a single impairment. Six hundred one (68% [95% CI, 64.5%-70.7%]) children were in category I, 74 (8% [95% CI, 6.6%-10.3%]) were in category II, and 214 (24% [95% CI 21.7%-27.4%]) were in category III. CONCLUSIONS Three quarters of children had normal intellect at age ten years; nearly 70% were free of neurodevelopmental impairment. Forty percent of children with impairments had multiple diagnoses.
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Affiliation(s)
- Rachel G Hirschberger
- Division of Pediatric Neurology, Department of Pediatrics, Boston Medical Center, Boston, Massachusetts.
| | - Karl C K Kuban
- Division of Pediatric Neurology, Department of Pediatrics, Boston Medical Center, Boston, Massachusetts
| | | | - Robert M Joseph
- Department of Psychology and Neuroanatomy, Boston University, Boston, Massachusetts
| | - Tim Heeren
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Laurie M Douglass
- Division of Pediatric Neurology, Department of Pediatrics, Boston Medical Center, Boston, Massachusetts
| | - Carl E Stafstrom
- Division of Pediatric Neurology, Department of Neurology, Johns Hopkins Hospital, Baltimore, Maryland
| | - Hernan Jara
- Department of Radiology, Boston Medical Center, Boston University, Boston, Massachusetts
| | - Jean A Frazier
- Departments of Psychiatry and Pediatrics, UMASS Medical School/ University of Massachusetts Memorial Health Care, Worcester, Massachusetts
| | - Deborah Hirtz
- National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | | | - Nigel Paneth
- Department of Epidemiology and Biostatistics and Pediatrics and Human Development, Michigan State University, East Lansing, Michigan
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Hafström M, Källén K, Serenius F, Maršál K, Rehn E, Drake H, Ådén U, Farooqi A, Thorngren-Jerneck K, Strömberg B. Cerebral Palsy in Extremely Preterm Infants. Pediatrics 2018; 141:peds.2017-1433. [PMID: 29222398 DOI: 10.1542/peds.2017-1433] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/17/2017] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES The risk of cerebral palsy (CP) is high in preterm infants and is often accompanied by additional neurodevelopmental comorbidities. The present study describes lifetime prevalence of CP in a population-based prospective cohort of children born extremely preterm, including the type and severity of CP and other comorbidities (ie, developmental delay and/or cognitive impairment, neurobehavioral morbidity, epilepsy, vision and hearing impairments), and overall severity of disability. In this study, we also evaluate whether age at assessment, overall severity of disability, and available sources of information influence outcome results. METHODS All Swedish children born before 27 weeks' gestation from 2004 to 2007 were included (the Extremely Preterm Infants in Sweden Study). The combination of neonatal information, information from clinical examinations and neuropsychological assessments at 2.5 and 6.5 years of age, original medical chart reviews, and extended chart reviews was used. RESULTS The outcome was identified in 467 (94.5%) of eligible children alive at 1 year of age. Forty-nine (10.5%) children had a lifetime diagnosis of CP, and 37 (76%) were ambulatory. Fourteen (29%) had CP diagnosed after 2.5 years of age, 37 (76%) had at least 1 additional comorbidity, and 27 (55%) had severe disability. The probability for an incomplete evaluation was higher in children with CP compared with children without CP. CONCLUSIONS Children born extremely preterm with CP have various comorbidities and often overall severe disability. The importance of long-term follow-up and of obtaining comprehensive outcome information from several sources in children with disabilities is shown.
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Affiliation(s)
- Maria Hafström
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; .,Department of Pediatrics, St Olav's Hospital, Trondheim, Norway.,Department of Laboratory Medicine, Children's and Women's Health, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Fredrik Serenius
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.,Department of Pediatrics, Institute of Clinical Sciences, Umeå University, Umeå, Sweden
| | | | - Eva Rehn
- Queen Silvia Children's Hospital, Gothenburg, Sweden; and
| | - Helen Drake
- Queen Silvia Children's Hospital, Gothenburg, Sweden; and
| | - Ulrika Ådén
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
| | - Aijaz Farooqi
- Department of Pediatrics, Institute of Clinical Sciences, Umeå University, Umeå, Sweden
| | | | - Bo Strömberg
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
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Juul SE, Comstock BA, Heagerty PJ, Mayock DE, Goodman AM, Hauge S, Gonzalez F, Wu YW. High-Dose Erythropoietin for Asphyxia and Encephalopathy (HEAL): A Randomized Controlled Trial - Background, Aims, and Study Protocol. Neonatology 2018; 113. [PMID: 29514165 PMCID: PMC5980685 DOI: 10.1159/000486820] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Hypoxic-ischemic encephalopathy (HIE) remains an important cause of neonatal death and frequently leads to significant long-term disability in survivors. Therapeutic hypothermia, while beneficial, still leaves many treated infants with lifelong disabilities. Adjunctive therapies are needed, and erythropoietin (Epo) has the potential to provide additional neuroprotection. OBJECTIVES The aim of this study was to review the current incidence, mechanism of injury, and sequelae of HIE, and to describe a new phase III randomized, placebo-controlled trial of Epo neuroprotection in term and near-term infants with moderate to severe HIE treated with therapeutic hypothermia. METHODS This article presents an overview of HIE, neuroprotective functions of Epo, and the design of a double-blind, placebo-controlled, multicenter trial of high-dose Epo administration, enrolling 500 neonates ≥36 weeks of gestation with moderate or severe HIE diagnosed by clinical criteria. RESULTS AND CONCLUSIONS Epo has robust neuroprotective effects in preclinical studies, and phase I/II trials suggest that multiple high doses of Epo may provide neuroprotection against brain injury in term infants. The High Dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) Trial will evaluate whether high-dose Epo reduces the combined outcome of death or neurodevelopmental disability when given in conjunction with hypothermia to newborns with moderate/severe HIE.
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Affiliation(s)
- Sandra E Juul
- Department of Pediatrics, Division of Neonatology, University of Washington, Seattle, Washington, USA
| | - Bryan A Comstock
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Patrick J Heagerty
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Dennis E Mayock
- Department of Pediatrics, Division of Neonatology, University of Washington, Seattle, Washington, USA
| | - Amy M Goodman
- Department of Neurology, Division of Child Neurology, University of California, San Francisco, California, USA
| | - Stephanie Hauge
- Department of Pediatrics, Division of Neonatology, University of Washington, Seattle, Washington, USA
| | - Fernando Gonzalez
- Department of Neurology, Division of Child Neurology, University of California, San Francisco, California, USA
| | - Yvonne W Wu
- Department of Neurology, Division of Child Neurology, University of California, San Francisco, California, USA
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Gulati S, Patel H, Chakrabarty B, Dubey R, Arora NK, Pandey RM, Paul VK, Ramesh K, Anand V, Meena A. Development of All India Institute of Medical Sciences-Modified International Clinical Epidemiology Network Diagnostic Instrument for Neuromotor Impairments in Children Aged 1 Month to 18 Years. Front Public Health 2017; 5:313. [PMID: 29209604 PMCID: PMC5702309 DOI: 10.3389/fpubh.2017.00313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 11/06/2017] [Indexed: 11/13/2022] Open
Abstract
Introduction There is shortage of specialists for the diagnosis of children with neuromotor impairments (NMIs), especially in resource limited settings. Existing International Clinical Epidemiology Network (INCLEN) instrument for diagnosing NMI have been validated for children aged 2–9 years. The current study modified the same including wider symptomatology and age group (1 month to 18 years). Methods The Modified INCLEN diagnostic tool (INDT) was developed by a team of experts by modifying the existing tool to widen the age range (1 month to 18 years) and include broader symptomatology (inclusion of milestones from the first 2 years of life and better elucidation of cerebellar and extrapyramidal features) in a tertiary care teaching hospital of North India between January and April 2015. A trained medical graduate applied the candidate tool, which was followed by gold standard evaluation by a Pediatric Neurologist (both blinded to each other). Results A total of 197 children (102 with NMI and 95 without NMI) were enrolled for the study. The sensitivity, specificity, positive and negative predictive values, positive and negative likelihood ratio of the modified NMI tool were 90.4% (82.6–95.5), 95.5% (88.7–98.7), 95.5% (88.9–98.7), 90.3% (82.4–95.5), 19.9 (12.1–32.6), and 0.13 (0.08–0.12), respectively. Conclusion The All India Institute of Medical Sciences modified INDT NMI tool is a simple and structured instrument covering a wider symptomatology in the 1 month to 18 years age group with acceptable diagnostic accuracy.
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Affiliation(s)
- Sheffali Gulati
- Child Neurology Division, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Harsh Patel
- Child Neurology Division, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Biswaroop Chakrabarty
- Child Neurology Division, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Rachana Dubey
- Child Neurology Division, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | | | - R M Pandey
- Department of Biostatistics, All India Institute of Medical Sciences, New Delhi, India
| | - Vinod K Paul
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | | | - Vyshakh Anand
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Ankit Meena
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
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Douglass LM, Heeren TC, Stafstrom CE, DeBassio W, Allred EN, Leviton A, O’Shea TM, Hirtz D, Rollins J, Kuban K. Cumulative Incidence of Seizures and Epilepsy in Ten-Year-Old Children Born Before 28 Weeks' Gestation. Pediatr Neurol 2017; 73:13-19. [PMID: 28619377 PMCID: PMC5524375 DOI: 10.1016/j.pediatrneurol.2017.05.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 05/01/2017] [Accepted: 05/11/2017] [Indexed: 11/29/2022]
Abstract
OBJECTIVE We evaluated the incidence of seizures and epilepsy in the first decade of life among children born extremely premature (less than 28 weeks' gestation). METHOD In a prospective, multicenter, observational study, 889 of 966 eligible children born in 2002 to 2004 were evaluated at two and ten years for neurological morbidity. Complementing questionnaire data to determine a history of seizures, all caregivers were interviewed retrospectively for postneonatal seizures using a validated seizure screen followed by a structured clinical interview by a pediatric epileptologist. A second pediatric epileptologist established an independent diagnosis based on recorded responses of the interview. A third epileptologist determined the final diagnosis when evaluators disagreed (3%). Life table survival methods were used to estimate seizure incidence through ten years. RESULTS By age ten years, 12.2% (95% confidence interval: 9.8, 14.5) of children had experienced one or more seizures, 7.6% (95% confidence interval: 5.7, 9.5) had epilepsy, 3.2% had seizure with fever, and 1.3% had a single, unprovoked seizure. The seizure incidence increased with decreasing gestational age. In more than 75% of children with seizures, onset was after one year of age. Seizure incidence was comparable in both sexes. Two-thirds of those with epilepsy had other neurological disorders. One third of children with epilepsy were not recorded on the medical history questionnaire. SIGNIFICANCE The incidence of epilepsy through age ten years among children born extremely premature is approximately 7- to 14-fold higher than the 0.5% to 1% lifetime incidence reported in the general pediatric population. Seizures in this population are under-recognized, and possibly underdiagnosed, by parents and providers.
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Affiliation(s)
- Laurie M. Douglass
- Department of Pediatrics and Neurology, Boston Medical Center, Boston, MA, USA
| | - Timothy C. Heeren
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | | | - William DeBassio
- Department of Pediatrics and Neurology, Boston Medical Center, Boston, MA, USA
| | - Elizabeth N. Allred
- Harvard Medical School, Boston, MA, USA,Boston Children’s Hospital, Boston, MA, USA
| | - Alan Leviton
- Harvard Medical School, Boston, MA, USA,Boston Children’s Hospital, Boston, MA, USA
| | - T. Michael O’Shea
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC, USA
| | - Deborah Hirtz
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Julie Rollins
- Department of Pediatrics and Neurology, Boston Medical Center, Boston, MA, USA
| | - Karl Kuban
- Department of Pediatrics and Neurology, Boston Medical Center, Boston, MA, USA
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Chorna O, Baldwin HS, Neumaier J, Gogliotti S, Powers D, Mouvery A, Bichell D, Maitre NL. Feasibility of a Team Approach to Complex Congenital Heart Defect Neurodevelopmental Follow-Up: Early Experience of a Combined Cardiology/Neonatal Intensive Care Unit Follow-Up Program. Circ Cardiovasc Qual Outcomes 2016; 9:432-40. [PMID: 27220370 DOI: 10.1161/circoutcomes.116.002614] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2016] [Accepted: 03/29/2016] [Indexed: 11/16/2022]
Abstract
Infants with complex congenital heart disease are at high risk for poor neurodevelopmental outcomes. However, implementation of dedicated congenital heart disease follow-up programs presents important infrastructure, personnel, and resource challenges. We present the development, implementation, and retrospective review of 1- and 2-year outcomes of a Complex Congenital Heart Defect Neurodevelopmental Follow-Up program. This program was a synergistic approach between the Pediatric Cardiology, Cardiothoracic Surgery, Pediatric Intensive Care, and Neonatal Intensive Care Unit Follow-Up teams to provide a feasible and responsible utilization of existing infrastructure and personnel, to develop and implement a program dedicated to children with congenital heart disease. Trained developmental testers administered the Ages and Stages Questionnaire-3 over the phone to the parents of all referred children at least once between 6 and 12 months' corrected age. At 18 months' corrected age, all children were scheduled in the Neonatal Intensive-Care Unit Follow-Up Clinic for a visit with standardized neurological exams, Bayley III, multidisciplinary therapy evaluations and continued follow-up. Of the 132 patients identified in the Cardiothoracic Surgery database and at discharge from the hospital, a total number of 106 infants were reviewed. A genetic syndrome was identified in 23.4% of the population. Neuroimaging abnormalities were identified in 21.7% of the cohort with 12.8% having visibly severe insults. As a result, 23 (26.7%) received first-time referrals for early intervention services, 16 (13.8%) received referrals for new services in addition to their existing ones. We concluded that utilization of existing resources in collaboration with established programs can ensure targeted neurodevelopmental follow-up for all children with complex congenital heart disease.
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Affiliation(s)
- Olena Chorna
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - H Scott Baldwin
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - Jamie Neumaier
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - Shirley Gogliotti
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - Deborah Powers
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - Amanda Mouvery
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - David Bichell
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.)
| | - Nathalie L Maitre
- From the Center for Perinatal Research at Nationwide Children's Hospital, Columbus, OH (O.C., N.L.M.); Department of Cell and Developmental Biology (H.S.B.), Division of Cardiology, Department of Pediatrics (H.S.B.), Department of Pediatric Rehabilitation (J.N., S.G., D.P., A.M., D.B.), Department of Pediatric Cardiac Surgery (D.B.), Vanderbilt University, Nashville, TN; and Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN (N.L.M.).
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VanderVeen DK, Allred EN, Wallace DK, Leviton A. Strabismus at Age 2 Years in Children Born Before 28 Weeks' Gestation: Antecedents and Correlates. J Child Neurol 2016; 31:451-60. [PMID: 26350726 PMCID: PMC4749458 DOI: 10.1177/0883073815599258] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Accepted: 07/13/2015] [Indexed: 11/17/2022]
Abstract
Children born very preterm are at greater risk of ophthalmic morbidities, including strabismus, than children born at term. We evaluated perinatal factors associated with strabismus at age 2 years in a large population of infants delivered before 28 weeks' gestation. A total of 996 infants in the multicenter ELGAN (Extremely Low Gestational Age Newborn) study who had a retinal exam in infancy and a developmental assessment at 2 years corrected age are included. Their mothers were interviewed about the pregnancy, and both mother and newborn charts were reviewed. Certified examiners administered the Bayley Scales of Infant Development-II and performed an examination of ocular alignment. Time-oriented logistic regression risk models were created to evaluate the associations of characteristics and exposures with the development of strabismus. Overall, 14% (n = 141) of the children had strabismus at 2 years, and 80% of strabismic children had esotropia. Characteristics associated with strabismus were birth before 26 weeks' gestation, severe fetal growth restriction, and maternal history of aspirin ingestion. Associated postnatal factors included a SNAP-II (Score for Neonatal Acute Physiology) illness severity value ≥ 30, brain ventriculomegaly, type I retinopathy of prematurity, and ventilator-dependent severe bronchopulmonary dysplasia. Strabismus in very preterm populations is associated with a number of antenatal and postnatal antecedents as well as clinical and imaging correlates indicative of brain damage in these children. Routine ophthalmologic assessments in the early years can allow appropriate and timely interventions.
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Affiliation(s)
- Deborah K VanderVeen
- Department of Ophthalmology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Elizabeth N Allred
- Neuroepidemiology Unit, Boston Children's Hospital, Boston MA, USA Neurology, Harvard Medical School, Boston, MA, USA Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - David K Wallace
- Department of Ophthalmology, Duke University Medical Center, Durham NC, USA
| | - Alan Leviton
- Neuroepidemiology Unit, Boston Children's Hospital, Boston MA, USA Neurology, Harvard Medical School, Boston, MA, USA
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Leviton A, Allred EN, Fichorova RN, Kuban KCK, Michael O'Shea T, Dammann O. Systemic inflammation on postnatal days 21 and 28 and indicators of brain dysfunction 2years later among children born before the 28th week of gestation. Early Hum Dev 2016; 93:25-32. [PMID: 26735345 PMCID: PMC4733407 DOI: 10.1016/j.earlhumdev.2015.11.004] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Revised: 11/13/2015] [Accepted: 11/15/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND Systemic inflammation during the first two postnatal weeks in extremely preterm newborns (<28weeks gestation) has been associated with an increased risk of neurodevelopmental dysfunctions. Little is known, however, about the relationship between systemic inflammation during the third and fourth postnatal weeks and subsequent development. METHODS We measured the concentrations of 16 inflammation-related proteins in blood spots collected on postnatal days 21 (N=749) and 28 (N=697) from infants born before the 28th week of gestation and assessed at age 2years. We then sought the developmental correlates of top quartile concentrations for gestational age and day the specimen was collected. Odds ratios and 95% confidence intervals were calculated from regular or multinomial logistic regression models (as appropriate). RESULTS Top quartile concentrations of CRP, IL-1β, IL-6, IL-6R, TNF-R2, IL-8, ICAM-1, and TSH on both days 21 and 28 were associated with ventriculomegaly (when in the NICU) and microcephaly at age 2years. Top quartile concentrations of CRP, SAA, IL-6, TNF-R2, IL-8, and ICAM-1 were associated with mental development index (MDI) of the Bayley-II<55, while top quartile concentrations of CRP, TNF-α (inversely), IL-8, and ICAM-1 were associated with psychomotor development index (PDI)<55 CONCLUSION: Extremely preterm newborns who had systemic inflammation during the third and fourth postnatal weeks were at increased risk of ventriculomegaly during the months after birth, and of microcephaly, and low Bayley Scale scores at 2years old.
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Affiliation(s)
- Alan Leviton
- Neuroepidemiology Unit, Department of Neurology, Boston Children's Hospital, Harvard University, Boston, MA 02115, United States.
| | - Elizabeth N Allred
- Neuroepidemiology Unit, Department of Neurology, Boston Children's Hospital, Harvard University, Boston, MA 02115, United States
| | - Raina N Fichorova
- Laboratory of Genital Tract Biology, Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women's Hospital, Boston, MA 02115, United States
| | - Karl C K Kuban
- Division of Neurology, Department of Pediatrics, Boston Medical Center and Boston University, Boston, MA 02118, United States
| | - T Michael O'Shea
- Department of Pediatrics, Wake Forest University, Winston-Salem, NC 27157, United States
| | - Olaf Dammann
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA 02111, United States; Perinatal Neuropidemiology Unit, Hannover Medical School, 30625 Hannover, Germany
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Belfort MB, Kuban KC, O'Shea TM, Allred EN, Ehrenkranz RA, Engelke SC, Leviton A. Weight Status in the First 2 Years of Life and Neurodevelopmental Impairment in Extremely Low Gestational Age Newborns. J Pediatr 2016; 168:30-35.e2. [PMID: 26470687 PMCID: PMC4698026 DOI: 10.1016/j.jpeds.2015.09.036] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 08/11/2015] [Accepted: 09/09/2015] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To examine the extent to which weight gain and weight status in the first 2 years of life relate to the risk of neurodevelopmental impairment in extremely preterm infants. STUDY DESIGN In a cohort of 1070 infants born between 23 and 27 weeks' gestation, we examined weight gain from 7-28 days of life (in quartiles) and weight z-score at 12 and 24 months corrected age (in 4 categories: <-2; ≥-2, <-1; ≥1, <1; and ≥1) in relation to these adverse neurodevelopmental outcomes: Bayley-II mental development index <55, Bayley-II psychomotor development index <55, cerebral palsy, Gross Motor Function Classification System ≥1 (cannot walk without assistance), microcephaly. We adjusted for confounders in logistic regression, stratified by sex, and performed separate analyses including the entire sample, and excluding children unable to walk without assistance (motor impairment). RESULTS Weight gain in the lowest quartile from 7-28 days was not associated with higher risk of adverse outcomes. Children with a 12-month weight z-score <-2 were at increased risk for all adverse outcomes in girls, and for microcephaly and Gross Motor Function Classification System ≥1 in boys. However, excluding children with motor impairment attenuated all associations except that of weight z-score <-2 with microcephaly in girls. Similarly, most associations of low weight z-score at 24 months with adverse outcomes were attenuated with exclusion of children with motor impairment. CONCLUSION Excluding children who have gross motor impairment appears to eliminate the association of low weight status with neurodevelopmental impairments at 2 years in extremely preterm infants.
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Affiliation(s)
- Mandy B. Belfort
- Depatment of Pediatric Newborn Medicine, Brigham and Women's Hospital, Boston MA
| | - Karl C.K. Kuban
- Division of Pediatric Neurology, Boston Medical Center, Boston MA
| | | | - Elizabeth N. Allred
- Neuroepidemiology Unit, Department of Neurology, Boston Children's Hospital, Boston MA
| | - Richard A. Ehrenkranz
- Section of Neonatal-Perinatal Medicine, Department of Pediatrics, Yale University School of Medicine, New Haven CT
| | | | - Alan Leviton
- Neuroepidemiology Unit, Department of Neurology, Boston Children's Hospital, Boston MA
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Leviton A, Allred EN, Kuban KCK, O'Shea TM, Paneth N, Onderdonk AB, Fichorova RN, Dammann O. The Development of Extremely Preterm Infants Born to Women Who Had Genitourinary Infections During Pregnancy. Am J Epidemiol 2016; 183:28-35. [PMID: 26667255 DOI: 10.1093/aje/kwv129] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 05/07/2015] [Indexed: 12/30/2022] Open
Abstract
Gestational genitourinary infections, which have been associated with neurodevelopmental impairments among infants born near term, have not been studied among very preterm infants. The mothers of 989 infants born before 28 weeks of gestation were interviewed about urine, bladder, or kidney infections (UTIs) and cervical or vaginal infections (CVIs) during pregnancy, as well as other exposures and characteristics, and their charts were reviewed for the Extremely Low Gestational Age Newborns (ELGAN) Study (2002-2004). At 2 years of age, these infants underwent a neurodevelopmental assessment. Generalized estimating equation logistic regression models of developmental adversities were used to adjust for potential confounders. Infants born to women who reported a UTI were less likely than were others to have a very low Mental Development Index (adjusted odds ratio = 0.5; 95% confidence interval: 0.3, 0.8), whereas infants born to women who reported a CVI were more likely than others to have a low Psychomotor Development Index (adjusted odds ratio = 1.7; 95% confidence interval: 1.04, 2.7). In this high-risk sample, maternal gestational CVI, but not UTI, was associated with a higher risk of impaired motor development at 2 years of age. The apparent protective effect of UTI might be spurious, reflect confounding due to untreated asymptomatic bacteriuria among women who were not given a diagnosis of UTI, or reflect preconditioning.
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Chorna O, Heathcock J, Key A, Noritz G, Carey H, Hamm E, Nelin MA, Murray M, Needham A, Slaughter JC, Maitre NL. Early childhood constraint therapy for sensory/motor impairment in cerebral palsy: a randomised clinical trial protocol. BMJ Open 2015; 5:e010212. [PMID: 26644127 PMCID: PMC4679990 DOI: 10.1136/bmjopen-2015-010212] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Cerebral palsy (CP) is the most common physical disability in childhood. It is a disorder resulting from sensory and motor impairments due to perinatal brain injury, with lifetime consequences that range from poor adaptive and social function to communication and emotional disturbances. Infants with CP have a fundamental disadvantage in recovering motor function: they do not receive accurate sensory feedback from their movements, leading to developmental disregard. Constraint-induced movement therapy (CIMT) is one of the few effective neurorehabilitative strategies shown to improve upper extremity motor function in adults and older children with CP, potentially overcoming developmental disregard. METHODS AND ANALYSIS This study is a randomised controlled trial of children 12-24 months corrected age studying the effectiveness of CIMT combined with motor and sensory-motor interventions. The study population will comprise 72 children with CP and 144 typically developing children for a total of N=216 children. All children with CP, regardless of group allocation will continue with their standard of care occupational and physical therapy throughout the study. The research material collected will be in the form of data from high-density array event-related potential scan, standardised assessment scores and motion analysis scores. ETHICS AND DISSEMINATION The study protocol was approved by the Institutional Review Board. The findings of the trial will be disseminated through peer-reviewed journals and scientific conferences. TRIAL REGISTRATION NUMBER NCT02567630.
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Affiliation(s)
- Olena Chorna
- The Perinatal Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Jill Heathcock
- Department of Allied Health and Rehabilitation Sciences, The Ohio State University, Columbus, Ohio, USA
| | - Alexandra Key
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Garey Noritz
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Helen Carey
- The Perinatal Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Ellyn Hamm
- The Perinatal Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Mary Ann Nelin
- The Perinatal Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Micah Murray
- Department of Clinical Neurosciences and Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Amy Needham
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA
| | - James C Slaughter
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Nathalie L Maitre
- The Perinatal Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
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Beligere N, Perumalswamy V, Tandon M, Mittal A, Floora J, Vijayakumar B, Miller MT. Retinopathy of prematurity and neurodevelopmental disabilities in premature infants. Semin Fetal Neonatal Med 2015; 20:346-53. [PMID: 26235349 DOI: 10.1016/j.siny.2015.06.004] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Prematurity is a major global health issue leading to high mortality and morbidity among the survivors. Neurodevelopmental disability (NDD) and retinopathy of prematurity (ROP) are the most common complications of prematurity. In fact, ROP is the second leading cause of childhood blindness in the world. Although there is much information regarding the occurrence of ROP and of NDD in premature infants, there have been few studies on ROP and its association with NDD. The objectives of this article are to review the current literature on the subject and to publish our own findings concerning the association between ROP and NDD in premature infants. The review suggests that although NDDs are related to degree of prematurity, NDD could also be the result of visual impairments resulting from ROP. Our own study shows a close association between NDD and zonal involvement of ROP: higher NDD if zone 1 is involved and less if zone 3 is involved.
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Affiliation(s)
- Nagamani Beligere
- Department of Pediatrics and Center for Global Health, University of Illinois at Chicago, Chicago, IL, USA.
| | | | - Manish Tandon
- Vitrio Retinal Surgery, Aravind Eye Care System, Madurai, Tamil Nadu, India
| | - Amit Mittal
- Pediatric Ophthalmology, Aravind Eye Care System, Madurai, Tamil Nadu, India
| | - Jayasheele Floora
- Ophthalmic Therapy, Aravind Eye Care System, Madurai, Tamil Nadu, India
| | - B Vijayakumar
- Bio-Statistics, Aravind Eye Care System, Madurai, Tamil Nadu, India
| | - Marilyn T Miller
- Department of Pediatric Ophthalmology, Eye and Ear Infirmary, University of Illinois at Chicago, Chicago, IL, USA
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