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Kearson L, Dandar C, Hoyt C, Longoria J, Okhomina V, Raches D, Potter B, Kang G, Hankins J, Takemoto C, Heitzer A. Prediction of Functional Academic Outcomes by Fine Motor Skills in Individuals With Sickle Cell Disease. Am J Occup Ther 2024; 78:7805205180. [PMID: 39102271 DOI: 10.5014/ajot.2024.050684] [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: 08/06/2024] Open
Abstract
IMPORTANCE Individuals with sickle cell disease (SCD) are at heightened risk of poor neurocognitive and academic outcomes. The relationship between fine motor skills and academic outcomes is not well understood. OBJECTIVE To compare the fine motor skills of individuals with SCD with normative expectations, test whether demographic and medical factors are associated with fine motor performance, and determine the impact of fine motor performance on academic performance. DESIGN Cross-sectional. SETTING St. Jude Children's Research Hospital. PARTICIPANTS Individuals with SCD (N = 376; ages 8-24 yr). OUTCOMES AND MEASURES Fine motor outcomes included visual-motor integration, manual dexterity, and graphomotor speed. Academic outcomes included math fluency and word reading. Demographic and medical variables were obtained via medical records and interviews. RESULTS Compared with normative expectations, the performance of individuals with SCD on all fine motor measures was lower than expected. Male sex, lower socioeconomic status, and lower oxygen saturation was associated with slower graphomotor speed. Lower socioeconomic status and older age were associated with lower visual-motor integration scores. Performance on all fine motor measures was positively associated with math fluency and word reading. CONCLUSIONS AND RELEVANCE Individuals with SCD exhibited poorer than expected fine motor skills across multiple motor domains, and these deficits were associated with poorer academic outcomes. Early referral to intervention services for fine motor skills may facilitate improved academic outcomes for individuals with SCD. Plain-Language Summary: This study had three objectives: (1) Compare the fine motor skills of people with sickle cell disease (SCD) with normative expectations, (2) test whether demographic and medical factors are associated with fine motor performance, and (3) determine the impact of fine motor performance on academic performance. We found that SCD is a risk factor for lower than expected fine motor performance across multiple fine motor domains and that these deficits also affect functional academic skills.
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Affiliation(s)
- Lakia Kearson
- Lakia Kearson, PsyD, is Neuropsychology Fellow, Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Christina Dandar
- Christina Dandar, MA, is Neuropsychology Intern, Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Catherine Hoyt
- Catherine Hoyt, PhD, OTD, FAOTA, OTR/L, is Assistant Professor of Occupational Therapy, Neurology, and Pediatrics, Department of Pediatrics and Medicine, School of Medicine, Washington University in St. Louis, St. Louis, MO
| | - Jennifer Longoria
- Jennifer Longoria, PhD, is Neuropsychologist, Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Victoria Okhomina
- Victoria Okhomina, MPH, MS, is Biostatistician, Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Darcy Raches
- Darcy Raches, PhD, is Neuropsychologist, Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Brian Potter
- Brian Potter, PhD, is Neuropsychologist, Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Guolian Kang
- Guolian Kang, PhD, is Biostatistician, Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Jane Hankins
- Jane Hankins, MD, is Director of Global Hematology Program, Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Clifford Takemoto
- Clifford Takemoto, MD, is Director of Clinical Hematology, Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Andrew Heitzer
- Andrew Heitzer, PhD, is Neuropsychologist, Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN;
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Nelson M, Noisette L, Pugh N, Gordeuk V, Hsu LL, Wun T, Shah N, Glassberg J, Kutlar A, Hankins JS, King AA, Brambilla D, Kanter J. The clinical spectrum of HbSC sickle cell disease-not a benign condition. Br J Haematol 2024; 205:653-663. [PMID: 38898714 PMCID: PMC11315634 DOI: 10.1111/bjh.19523] [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: 01/17/2024] [Accepted: 04/28/2024] [Indexed: 06/21/2024]
Abstract
Sickle cell disease (SCD) includes a group of heterogenous disorders that result in significant morbidities. HbSS is the most common type of SCD and HbSC is the second most common type of SCD. The prevalence of HbSC disease in the United States and United Kingdom is ~1 in 7174 births and 1 in 6174 births respectively. Despite its frequency, however, HbSC disease has been insufficiently studied and was historically categorized as a more 'mild' form of SCD. We conducted this study of HbSC disease as part of the NHLBI funded Sickle Cell Disease Implementation Consortium (SCDIC). The SCDIC registry included 2282 individuals with SCD, ages 15-45 years of whom 502 (22%) had HbSC disease. Compared with people with sickle cell anaemia (SCA), the study found that people with HbSC disease had a higher frequency of splenomegaly (n (%) = 169 (33.7) vs. 392 (22.1)) and retinopathy (n (%) = 116 (23.1) vs. 189 (10.6)). A Many people with HbSC also had avascular necrosis (n (%) = 112 (22.3)), pulmonary embolism (n (%) = 43 (8.6)) and acute chest syndrome (n (%) = 228 (45.4)) demonstrating significant disease severity. HbSC disease is more clinically severe than was previously recognized and deserves additional evaluation and targeted treatments.
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Affiliation(s)
- M Nelson
- Division of Hematology/Center for Sickle Cell Disease, Department of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - L Noisette
- Division of Pediatric Hematology and Oncology, Children's Mercy Hospital, Kansas City, Missouri, USA
| | - N Pugh
- Division of Biostatistics and Epidemiology, RTI International, North, Carolina, USA
| | - V Gordeuk
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, Illinois, USA
| | - L L Hsu
- Division of Pediatric Hematology-Oncology, University of Illinois at Chicago, Chicago, Illinois, USA
| | - T Wun
- Division of Hematology and Oncology, Department of Medicine, UC Davis, Sacramento, California, USA
| | - N Shah
- Pediatric Hematology/Oncology, Duke University, Durham, North Carolina, USA
| | - J Glassberg
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - A Kutlar
- Sickle Cell Center, Augusta University, Augusta, Georgia, USA
| | - J S Hankins
- Department of Global Pediatric Medicine and Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - A A King
- Division of Pediatric Hematology and Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - D Brambilla
- Division of Biostatistics and Epidemiology, RTI International, North, Carolina, USA
| | - J Kanter
- Department of Medicine, University of Alabama, Birmingham, Alabama, USA
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Longoria JN, Dandar CM, Semko JH, Liyanage JSS, Kang G, McCracken HT, MacArthur E, Hoyt CR, Hankins JS, Takemoto CM, Heitzer AM. Perinatal risk factors and neurocognitive outcomes in children and adolescents with sickle cell disease. Pediatr Blood Cancer 2024:e31209. [PMID: 39030912 DOI: 10.1002/pbc.31209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/02/2024] [Accepted: 07/04/2024] [Indexed: 07/22/2024]
Abstract
BACKGROUND The literature on cognitive and academic outcomes for children with sickle cell disease (SCD) who experience perinatal risk factors is limited. We aimed to evaluate if low birthweight (LBW), gestational age, and history of neonatal intensive care unit (NICU) admission were associated with neurocognitive functioning, grade retention, or receipt of early intervention or formal educational support in children with SCD. PROCEDURES This prospective birth cohort study included 336 participants, ages 8-18, with SCD, who received cognitive testing as part of standard of care and whose caregivers completed behavioral rating scales. Multivariable generalized linear regression models were used to examine associations between perinatal risks and outcome variables, after adjusting for demographic and medical covariates. RESULTS The prevalence of NICU admission and LBW were 12.03% and 13.50%, respectively. Lower birthweight, earlier gestational age, and NICU admission were associated with worse working memory performance and receipt of early intervention services. Lower birthweight and NICU admission were also associated with slower processing speed. History of NICU admission was associated with caregiver ratings of hyperactivity and emotional dysregulation. The effects of perinatal risk factors on neurocognitive, academic, or educational outcomes were not dependent on SCD genotype. CONCLUSIONS History of LBW or NICU admission was associated with worse cognitive outcomes and increased use of early intervention services among children with SCD. Early identification of perinatal risk factors will help identify children who will benefit from formal developmental or neuropsychological evaluations to manage the comorbidity of SCD and perinatal risks and facilitate increased intervention.
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Affiliation(s)
- Jennifer N Longoria
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Christina M Dandar
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Joshua H Semko
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Janaka S S Liyanage
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Halle T McCracken
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Erin MacArthur
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Catherine R Hoyt
- Departments of Occupational Therapy, Neurology, and Pediatrics, Washington University, St. Louis, Missouri, USA
| | - Jane S Hankins
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Clifford M Takemoto
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Andrew M Heitzer
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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Ilonze C, Rai P, Galadanci N, Zahr R, Okhomina VI, Kang G, Padmanabhan D, Lebensburger J, Alishlash AS. Association of elevated tricuspid regurgitation velocity with cerebrovascular and kidney disease in children with sickle cell disease. Pediatr Blood Cancer 2024; 71:e31002. [PMID: 38644595 DOI: 10.1002/pbc.31002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 03/07/2024] [Accepted: 03/21/2024] [Indexed: 04/23/2024]
Abstract
BACKGROUND Tricuspid regurgitation velocity (TRV), measured by echocardiography, is a surrogate marker for pulmonary hypertension. Limited pediatric studies have considered the association between TRV and surrogate markers of end-organ disease. METHODS We conducted a cross-sectional study that evaluated the prevalence of elevated TRV ≥2.5 m/s and its associations with renal and cerebrovascular outcomes in children with sickle cell disease (SCD) 1-21 years of age in two large sickle cell cohorts, the University of Alabama at Birmingham (UAB) sickle cell cohort, and the Sickle Cell Clinical Research and Intervention Program (SCCRIP) cohort at St. Jude Children's Research Hospital. We hypothesized that patients with SCD and elevated TRV would have higher odds of having either persistent albuminuria or cerebrovascular disease. RESULTS We identified 166 children from the UAB cohort (mean age: 13.49 ± 4.47 years) and 325 children from the SCCRIP cohort (mean age: 13.41 ± 3.99 years) with echocardiograms. The prevalence of an elevated TRV was 21% in both UAB and SCCRIP cohorts. Elevated TRV was significantly associated with cerebrovascular disease (odds ratio [OR] 1.88, 95% confidence interval [CI]: 1.12-3.15; p = .017) and persistent albuminuria (OR 1.81, 95% CI: 1.07-3.06; p = .028) after adjusting for age, sex, treatment, and site. CONCLUSION This cross-sectional, multicenter study identifies associations between surrogate markers of pulmonary hypertension with kidney disease and cerebrovascular disease. A prospective study should be performed to evaluate the longitudinal outcomes for patients with multiple surrogate markers of end-organ disease.
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Affiliation(s)
- Chibuzo Ilonze
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Parul Rai
- Division of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Najibah Galadanci
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Rima Zahr
- Division of Pediatric Nephrology and Hypertension, Department of Pediatrics, University of Tennessee Health Science Center (UTHSC), Memphis, Tennessee, USA
| | - Victoria I Okhomina
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Dakshin Padmanabhan
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jeffrey Lebensburger
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ammar Saadoon Alishlash
- Division of Pediatric Pulmonology and Sleep Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Chang TC, Yu J, Wang Z, Hankins JS, Weiss MJ, Wu G, Westhoff CM, Chou ST, Zheng Y. Machine learning to optimize automated RH genotyping using whole-exome sequencing data. Blood Adv 2024; 8:2651-2659. [PMID: 38522094 PMCID: PMC11157206 DOI: 10.1182/bloodadvances.2023011660] [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: 09/13/2023] [Revised: 02/05/2024] [Accepted: 02/25/2024] [Indexed: 03/26/2024] Open
Abstract
ABSTRACT Rh phenotype matching reduces but does not eliminate alloimmunization in patients with sickle cell disease (SCD) due to RH genetic diversity that is not distinguishable by serological typing. RH genotype matching can potentially mitigate Rh alloimmunization but comprehensive and accessible genotyping methods are needed. We developed RHtyper as an automated algorithm to predict RH genotypes using whole-genome sequencing (WGS) data with high accuracy. Here, we adapted RHtyper for whole-exome sequencing (WES) data, which are more affordable but challenged by uneven sequencing coverage and exacerbated sequencing read misalignment, resulting in uncertain predictions for (1) RHD zygosity and hybrid alleles, (2) RHCE∗C vs. RHCE∗c alleles, (3) RHD c.1136C>T zygosity, and (4) RHCE c.48G>C zygosity. We optimized RHtyper to accurately predict RHD and RHCE genotypes using WES data by leveraging machine learning models and improved the concordance of WES with WGS predictions from 90.8% to 97.2% for RHD and 96.3% to 98.2% for RHCE among 396 patients in the Sickle Cell Clinical Research and Intervention Program. In a second validation cohort of 3030 cancer survivors (15.2% Black or African Americans) from the St. Jude Lifetime Cohort Study, the optimized RHtyper reached concordance rates between WES and WGS predications to 96.3% for RHD and 94.6% for RHCE. Machine learning improved the accuracy of RH predication using WES data. RHtyper has the potential, once implemented, to provide a precision medicine-based approach to facilitate RH genotype-matched transfusion and improve transfusion safety for patients with SCD. This study used data from clinical trials registered at ClinicalTrials.gov as #NCT02098863 and NCT00760656.
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Affiliation(s)
- Ti-Cheng Chang
- Center for Applied Bioinformatics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jing Yu
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Mitchell J. Weiss
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Gang Wu
- Center for Applied Bioinformatics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Connie M. Westhoff
- Laboratory of Immunohematology and Genomics, New York Blood Center Enterprises, New York, NY
| | - Stella T. Chou
- Department of Pediatrics, Children’s Hospital of Philadelphia, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Yan Zheng
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
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Heitzer AM, Rashkin SR, Trpchevska A, Longoria JN, Rampersaud E, Olufadi Y, Wang WC, Raches D, Potter B, Steinberg MH, King AA, Kang G, Takemoto CM, Hankins JS. Catechol-O-methyltransferase gene (COMT) is associated with neurocognitive functioning in patients with sickle cell disease. Curr Res Transl Med 2024; 72:103433. [PMID: 38244277 PMCID: PMC11106217 DOI: 10.1016/j.retram.2023.103433] [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: 08/30/2023] [Revised: 10/26/2023] [Accepted: 11/19/2023] [Indexed: 01/22/2024]
Abstract
PURPOSE Neurocognitive impairment is a common and debilitating complication of sickle cell disease (SCD) resulting from a combination of biological and environmental factors. The catechol-O-methyltransferase (COMT) gene modulates levels of dopamine availability in the prefrontal cortex. COMT has repeatedly been implicated in the perception of pain stimuli and frequency of pain crises in patients with SCD and is known to be associated with neurocognitive functioning in the general population. The current study aimed to examine the associations of genetic variants in COMT and neurocognitive functioning in patients with SCD. PATIENTS AND METHODS The Sickle Cell Clinical Research and Intervention Program (SCCRIP) longitudinal cohort was used as a discovery cohort (n = 166). The genotypes for 5 SNPs (rs6269, rs4633, rs4818, rs4680, and rs165599) in COMT were extracted from whole genome sequencing data and analyzed using a dominant model. A polygenic score for COMT (PGSCOMT) integrating these 5 SNPs was analyzed as a continuous variable. The Cooperative Study of Sickle Cell Disease (CSSCD, n = 156) and the Silent Cerebral Infarction Transfusion (SIT, n = 114) Trial were used as 2 independent replication cohorts. Due to previously reported sex differences, all analyses were conducted separately in males and females. The Benjamini and Hochberg approach was used to calculate false discovery rate adjusted p-value (q-value). RESULTS In SCCRIP, 1 out of 5 SNPs (rs165599) was associated with IQ at q<0.05 in males but not females, and 2 other SNPs (rs4633 and rs4680) were marginally associated with sustained attention at p<0.05 in males only but did not maintain at q<0.05. PGSCOMT was negatively associated with IQ and sustained attention at p<0.05 in males only. Using 3 cohorts' data, 4 out of 5 SNPs (rs6269, rs4633, rs4680, rs165599) were associated with IQ (minimum q-value = 0.0036) at q<0.05 among male participants but not female participants. The PGSCOMT was negatively associated with IQ performance among males but not females across all cohorts. CONCLUSION Select COMT SNPs are associated with neurocognitive abilities in males with SCD. By identifying genetic predictors of neurocognitive performance in SCD, it may be possible to risk-stratify patients from a young age to guide implementation of early interventions.
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Affiliation(s)
- Andrew M Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, United States.
| | - Sara R Rashkin
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Ana Trpchevska
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jennifer N Longoria
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Evadnie Rampersaud
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Yunusa Olufadi
- Biostatistics Department, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Winfred C Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Darcy Raches
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Brian Potter
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Martin H Steinberg
- Department of Medicine, Boston University Chobanian & Avidesian School of Medicine, Boston, MA, United States
| | - Allison A King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO, United States
| | - Guolian Kang
- Biostatistics Department, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Clifford M Takemoto
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States; Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, United States
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Ellison V, Berlin KS, Longoria J, Potter B, Raches D, Hankins JS, Takemoto C, Heitzer AM. Empirically derived profiles of neurocognitive functioning in youth and young adults with sickle cell disease. J Pediatr Psychol 2024:jsae029. [PMID: 38623054 DOI: 10.1093/jpepsy/jsae029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 03/26/2024] [Accepted: 03/27/2024] [Indexed: 04/17/2024] Open
Abstract
OBJECTIVE Sickle cell disease (SCD) is an inherited blood disorder associated with neurocognitive deficits. In contrast to variable-centered approaches, no known research has utilized person-centered strategies to identify multidimensional patterns of neurocognitive functioning of an individual with SCD. The purpose of the present study was to create empirically derived profiles and identify predictors of neurocognitive functioning subgroups among youth and young adults with SCD. METHODS Individuals with SCD (N = 393, mean age 14.05 years, age range 8-24, 50.4% female/49.6% male) completed neurocognitive assessments. Latent profile analysis derived subgroups/classes of neurocognitive functioning and determined relations with demographic and medical variables. RESULTS Three latent classes emerged: average functioning (n = 102, 27%), low average functioning (n = 225, 60%), and exceptionally low functioning (n = 46, 12%). Older age was associated with membership in the low average and exceptionally low functioning groups (relative to the average group). Being prescribed hydroxyurea was associated with membership in the average functioning group (relative to the low average group) and absence of hydroxyurea use was associated with membership in the exceptionally low group (relative to the low average group). Lower social vulnerability was associated with membership in the average functioning group compared to the low average and exceptionally low groups. CONCLUSIONS Clinicians can help reduce disparities in cognitive development for individuals with SCD by promoting early treatment with hydroxyurea and implementing methods to reduce social vulnerabilities that can interfere with access to evidence-based care.
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Affiliation(s)
- Vinkrya Ellison
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, United States
- The Department of Psychology, The University of Memphis, Memphis, TN, United States
- The Department of Pediatrics, University of Tennessee Health Sciences Center, Memphis, TN, United States
| | - Kristoffer S Berlin
- The Department of Psychology, The University of Memphis, Memphis, TN, United States
- The Department of Pediatrics, University of Tennessee Health Sciences Center, Memphis, TN, United States
| | - Jennifer Longoria
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Brian Potter
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Darcy Raches
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Jane S Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Clifford Takemoto
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Andrew M Heitzer
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, United States
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Alberts NM, Gilbert A, Kang G, Okhomina VI, Flynn JS, Hodges J, Hankins JS, Klosky JL. Agreement between youth and caregiver report of pain and functioning in pediatric sickle cell disease: PedsQL sickle cell disease module. Pain 2024; 165:715-722. [PMID: 37878652 PMCID: PMC10859845 DOI: 10.1097/j.pain.0000000000003079] [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: 02/11/2023] [Revised: 07/11/2023] [Accepted: 08/02/2023] [Indexed: 10/27/2023]
Abstract
ABSTRACT Pain is a primary symptom of sickle cell disease (SCD) and is often severe and chronic. To treat SCD-related pain, proper assessment of SCD pain among youth, including the degree of concordance or agreement between youth and caregiver reports of pain, is essential but has not yet been adequately evaluated. In this study, 525 youth with SCD and their parents were evaluated as part of the Sickle Cell Clinical Research and Intervention Program (SCCRIP) to examine pain rating concordance and predictors of concordance. Youth and parents completed the Pediatric Quality of Life Inventory Sickle Cell Disease module (PedsQL-SCD) to measure pain, pain interference, and pain-related constructs. Disease, clinical, and demographic variables were obtained from the SCCRIP database. Intraclass correlations demonstrated moderate-to-poor consistency between youth and caregiver reports of pain and pain interference (ICCs range from 0.17 to 0.54). Analysis of covariance and regression models found that patient age, frequency of hospitalizations and emergency department (ED) visits, economic hardship, and fetal hemoglobin levels were significantly associated with varying pain-rating agreement levels among parent proxy and child self-report pain. Concordance of pain assessments among youth with SCD and their caregivers using the PedsQL-SCD Module was moderate at best, corroborating prior research. Youth factors predicting discordance among pain-related factors included increased ED visits, older age, and female sex. Collectively, these results bolster the use of integrated pain assessments to reduce parent-child discrepancies, thereby improving the adequacy of SCD-related pain assessment and treatment.
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Affiliation(s)
- Nicole M. Alberts
- Department of Psychology, Concordia University, Montreal, QC, Canada
| | - Alexandra Gilbert
- Department of Psychology, The University of Mississippi, Oxford, MS, United States
| | | | | | | | - Jason Hodges
- Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jane S. Hankins
- Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - James L. Klosky
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, United States
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, United States
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Aurora T, Cole A, Rai P, Lavoie P, McIvor C, Klesges LM, Kang G, Liyanage JSS, Brandt HM, Hankins JS. Multicomponent Strategy Improves Human Papillomavirus Vaccination Rates Among Adolescents with Sickle Cell Disease. J Pediatr 2024; 265:113791. [PMID: 37865180 DOI: 10.1016/j.jpeds.2023.113791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 10/11/2023] [Accepted: 10/15/2023] [Indexed: 10/23/2023]
Abstract
OBJECTIVE To evaluate the effectiveness of a vaccine strategy bundle to increase human papillomavirus (HPV) vaccine initiation and completion in a specialty clinic setting. STUDY DESIGN Our Hematology clinic utilized an implementation framework from October 1, 2018, to December 31, 2019, involving nurses, nursing coordinators, and clinicians in administering the HPV vaccination series to our adolescent sickle cell sample of nearly 500 patients. The bundle included education for staff on the need for HPV vaccine administration, provider incentives, vaccines offered to patients in SCD clinics, and verification of patients' charts of vaccine completion. RESULTS Following the implementation of the bundle, the cumulative incidence of HPV vaccination initiation and completion improved from 28% to 46% and 7% to 49%, respectively. Both rates remained higher postimplementation as well. HPV vaccination series completion was associated with a decreased distance to the health care facility, lower state deprivation rank, and increased hospitalizations. CONCLUSION Our clinic's implementation strategy successfully improved vaccine completion rates among adolescents with sickle cell disease (SCD) while continuing to educate staff, patients, and families on the importance of cancer prevention among people living with SCD.
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Affiliation(s)
- Tarun Aurora
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Audrey Cole
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Parul Rai
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Paul Lavoie
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Carrie McIvor
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Lisa M Klesges
- Department of Surgery, Washington University, St. Louis, MO
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Janaka S S Liyanage
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Heather M Brandt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN; Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN.
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10
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Wang WC, Brown RC, McNaull MA, Rogers ZR, Barton M, Dua MR, Hankins JS, Gossett J, Richardson J, Porter JS, Kang G, Estepp JH. Intensive hydroxyurea dosing in very young children with sickle cell anemia. Blood Adv 2023; 7:6931-6935. [PMID: 37695741 PMCID: PMC10685164 DOI: 10.1182/bloodadvances.2022009613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 09/01/2023] [Accepted: 09/03/2023] [Indexed: 09/13/2023] Open
Affiliation(s)
- Winfred C. Wang
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - R. Clark Brown
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
| | - Melissa A. McNaull
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS
| | - Zora R. Rogers
- Department of Pediatric Hematology/Oncology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Martha Barton
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Meghna R. Dua
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jeffrey Gossett
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Julie Richardson
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jerlym S. Porter
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jeremie H. Estepp
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN
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11
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Semko JH, Longoria J, Porter J, Potter B, Bhatia S, Pan H, Hankins JS, Heitzer AM. Examining the influence of pain and fatigue on neurocognitive functioning in adolescents and young adults with sickle cell disease. Pediatr Blood Cancer 2023; 70:e30621. [PMID: 37561401 PMCID: PMC10544714 DOI: 10.1002/pbc.30621] [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: 05/02/2023] [Revised: 07/19/2023] [Accepted: 08/02/2023] [Indexed: 08/11/2023]
Abstract
Pain and fatigue are among the most common and impactful complications of sickle cell disease (SCD). Individuals with SCD are also more likely to have neurocognitive deficits. Previous studies have suggested that pain and fatigue might influence neurocognitive functioning in patients with SCD. However, these studies are limited by small sample sizes and inadequate measurement of cognitive performance. The present study aimed to investigate the relationship between pain and fatigue with neurocognitive functioning using performance-based measures of neurocognition. Pain and fatigue were not associated with neurocognitive performance. Implications and directions for future research are discussed.
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Affiliation(s)
- Joshua H. Semko
- Department of Psychology & Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN
- The University of Mississippi
| | - Jennifer Longoria
- Department of Psychology & Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jerlym Porter
- Department of Psychology & Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Brian Potter
- Department of Psychology & Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Shalini Bhatia
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Haitao Pan
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Hematology Department, St. Jude Children’s Research Hospital, Memphis, TN
| | - Andrew M. Heitzer
- Department of Psychology & Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN
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12
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Zheng Y, Gossett JM, Chen PL, Barton M, Ryan M, Yu J, Kang G, Hankins JS, Chou ST. Proinflammatory state promotes red blood cell alloimmunization in pediatric patients with sickle cell disease. Blood Adv 2023; 7:4799-4808. [PMID: 37023228 PMCID: PMC10469551 DOI: 10.1182/bloodadvances.2022008647] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 02/09/2023] [Accepted: 02/27/2023] [Indexed: 04/08/2023] Open
Abstract
We examined risk factors for red blood cell (RBC) alloimmunization in pediatric patients with sickle cell disease, focusing on the recipients' inflammatory state at the time of transfusion and anti-inflammatory role of hydroxyurea (HU). Among 471 participants, 55 (11.70%) participants were alloimmunized and formed 59 alloantibodies and 17 autoantibodies with an alloimmunization rate of 0.36 alloantibodies per 100 units. Analysis of 27 participants in whom alloantibodies were formed with specificities showed 23.8% (30/126) of units transfused during a proinflammatory event resulting in alloantibody formation compared with 2.8% (27/952) of units transfused at steady state. Therefore, transfusion during proinflammatory events increased the risk for alloimmunization (odds ratio [OR], 4.22; 95% confidence interval [CI], 1.64-10.85; P = .003). Further analysis of all the 471 participants showed that alloimmunization of patients who received episodic transfusion, mostly during proinflammatory events, was not reduced with HU therapy (OR, 6.52; 95% CI, 0.85-49.77; P = .071), HU therapy duration (OR, 1.13; 95% CI, 0.997-1.28; P = .056), or HU dose (OR, 1.06; 95% CI, 0.96-1.16; P = .242). The analysis also identified high transfusion burden (OR, 1.02; 95% CI, 1.003-1.04; P = .020) and hemoglobin S (HbSS) and HbSβ0-thalassemia genotypes (OR, 11.22, 95% CI, 1.51-83.38; P = .018) as additional risk factors for alloimmunization. In conclusion, the inflammatory state of transfusion recipients affects the risk of RBC alloimmunization, which is not modified by HU therapy. Judicious use of transfusion during proinflammatory events is critical for preventing alloimmunization.
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Affiliation(s)
- Yan Zheng
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jeffrey M. Gossett
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Pei-Lin Chen
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Martha Barton
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Missy Ryan
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jing Yu
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Stella T. Chou
- Departments of Pediatrics and Pathology, The Children’s Hospital of Philadelphia, University of Pennsylvania School of Medicine, Philadelphia, PA
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13
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Ibrahim R, Fadel A, Sawli N, Mecheik A. A Challenging Case of Severe Sickle Cell Crisis With Multiorgan Involvement: A Case Report. Cureus 2023; 15:e42437. [PMID: 37637522 PMCID: PMC10448915 DOI: 10.7759/cureus.42437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2023] [Indexed: 08/29/2023] Open
Abstract
Sickle cell anemia is a chronic and debilitating hemoglobinopathy characterized by the presence of abnormal hemoglobin, resulting in the formation of sickle-shaped red blood cells. This case report presents an unusual case of a 32-year-old female patient with sickle cell anemia who had not experienced any previous sickle cell crises since her diagnosis at the age of four years. Despite a stable clinical history, the patient's condition rapidly deteriorated, leading to septic shock, multiorgan failure, and atypical complications such as neurological impairment and acute kidney injury. Intensive management strategies, including blood exchange, mechanical ventilation, and aggressive antibiotic therapy, were implemented but unfortunately failed to reverse the progressive clinical deterioration. This case underscores the importance of early recognition and a multidisciplinary approach in managing atypical sickle cell crises to optimize patient outcomes. Further research is needed to improve our understanding and management of such presentations.
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Affiliation(s)
- Rana Ibrahim
- Research Department, Saint George Hospital-Hadath, Beirut, LBN
| | - Abbas Fadel
- Infectious Diseases Department, Saint George Hospital-Hadath, Beirut, LBN
| | - Nour Sawli
- Pharmacy Department, Saint George Hospital-Hadath, Beirut, LBN
| | - Ali Mecheik
- Intensive Care Unit Department, Saint George Hospital-Hadath, Beirut, LBN
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14
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Heitzer AM, Okhomina VI, Trpchevska A, MacArthur E, Longoria J, Potter B, Raches D, Johnson A, Porter JS, Kang G, Hankins JS. Social determinants of neurocognitive and academic performance in sickle cell disease. Pediatr Blood Cancer 2023; 70:e30259. [PMID: 36815529 PMCID: PMC10339212 DOI: 10.1002/pbc.30259] [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: 10/19/2022] [Revised: 01/26/2023] [Accepted: 01/30/2023] [Indexed: 02/24/2023]
Abstract
BACKGROUND Sickle cell disease (SCD) is associated with poor neurocognitive outcomes due to biomedical and psychosocial factors. The aims of this study were to investigate associations between household and neighborhood socioeconomic status (SES) with cognitive and academic outcomes in SCD and to determine if these relationships were modified by sickle genotype, fetal hemoglobin, or age. PROCEDURE We prospectively recruited patients to complete a battery of neurocognitive and academic measures. Household SES was measured using the Barratt Simplified Measure of Social Status, a composite index of parent education and occupation. The Social Vulnerability Index was used to classify individuals based on social vulnerabilities at the neighborhood level. RESULTS Overall, 299 patients between the ages of 4 and 18 (mean = 11.4, standard deviation = 4.3) years diagnosed with SCD (57% SS/SB0 -thalassemia) completed testing. Stepwise multivariate models demonstrated that patients with low social vulnerability (i.e., high SES) at the neighborhood level displayed intelligence and math scores that were 4.70 and 7.64 points higher than those living in areas with moderate social vulnerability, respectively (p < .05). Reading performance did not differ based on neighborhood SES; however, the effect of neighborhood SES was dependent on age, such that older participants living in neighborhoods with moderate or high levels of social vulnerability displayed poorer reading scores than those with low social vulnerability (p < .05). CONCLUSIONS This study identified patients with SCD at higher risk of poor academic performance based on SES. Interventions addressing academic difficulties should be offered to all children with SCD, but should be emergently offered to this subpopulation.
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Affiliation(s)
| | | | - Ana Trpchevska
- St. Jude Children’s Research Hospital, Department of Psychology
| | - Erin MacArthur
- St. Jude Children’s Research Hospital, Department of Psychology
| | | | - Brian Potter
- St. Jude Children’s Research Hospital, Department of Psychology
| | - Darcy Raches
- St. Jude Children’s Research Hospital, Department of Psychology
| | - Ayanna Johnson
- St. Jude Children’s Research Hospital, Department of Psychology
| | | | - Guolian Kang
- St. Jude Children’s Research Hospital, Department of Biostatistics
| | - Jane S. Hankins
- St. Jude Children’s Research Hospital, Department of Hematology
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15
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Cato LD, Li R, Lu HY, Yu F, Wissman M, Mkumbe BS, Ekwattanakit S, Deelen P, Mwita L, Sangeda R, Suksangpleng T, Riolueang S, Bronson PG, Paul DS, Kawabata E, Astle WJ, Aguet F, Ardlie K, de Lapuente Portilla AL, Kang G, Zhang Y, Nouraie SM, Gordeuk VR, Gladwin MT, Garrett ME, Ashley-Koch A, Telen MJ, Custer B, Kelly S, Dinardo CL, Sabino EC, Loureiro P, Carneiro-Proietti AB, Maximo C, Méndez A, Hammerer-Lercher A, Sheehan VA, Weiss MJ, Franke L, Nilsson B, Butterworth AS, Viprakasit V, Nkya S, Sankaran VG. Genetic regulation of fetal hemoglobin across global populations. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.24.23287659. [PMID: 36993312 PMCID: PMC10055601 DOI: 10.1101/2023.03.24.23287659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/01/2023]
Abstract
Human genetic variation has enabled the identification of several key regulators of fetal-to-adult hemoglobin switching, including BCL11A, resulting in therapeutic advances. However, despite the progress made, limited further insights have been obtained to provide a fuller accounting of how genetic variation contributes to the global mechanisms of fetal hemoglobin (HbF) gene regulation. Here, we have conducted a multi-ancestry genome-wide association study of 28,279 individuals from several cohorts spanning 5 continents to define the architecture of human genetic variation impacting HbF. We have identified a total of 178 conditionally independent genome-wide significant or suggestive variants across 14 genomic windows. Importantly, these new data enable us to better define the mechanisms by which HbF switching occurs in vivo. We conduct targeted perturbations to define BACH2 as a new genetically-nominated regulator of hemoglobin switching. We define putative causal variants and underlying mechanisms at the well-studied BCL11A and HBS1L-MYB loci, illuminating the complex variant-driven regulation present at these loci. We additionally show how rare large-effect deletions in the HBB locus can interact with polygenic variation to influence HbF levels. Our study paves the way for the next generation of therapies to more effectively induce HbF in sickle cell disease and β-thalassemia.
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Affiliation(s)
- Liam D. Cato
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Rick Li
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Henry Y. Lu
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Fulong Yu
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Mariel Wissman
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Baraka S. Mkumbe
- Sickle Cell Program, Department of Hematology and Blood Transfusion, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Department of Biochemistry, Muhimbili University of Health and Allied Science, Dar es Salaam, Tanzania
- Department of Artificial Intelligence and Innovative Medicine, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Supachai Ekwattanakit
- Siriraj Thalassemia Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Patrick Deelen
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Liberata Mwita
- Department of Pharmaceutical Microbiology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Raphael Sangeda
- Sickle Cell Program, Department of Hematology and Blood Transfusion, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Department of Pharmaceutical Microbiology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Thidarat Suksangpleng
- Siriraj Thalassemia Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Suchada Riolueang
- Siriraj Thalassemia Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Paola G. Bronson
- R&D Translational Biology, Biogen, Cambridge, Massachusetts, USA
| | - Dirk S. Paul
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
| | - Emily Kawabata
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - William J. Astle
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
- NHS Blood and Transplant, Cambridge, UK
| | - Francois Aguet
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Kristin Ardlie
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | | | - Guolian Kang
- St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Yingze Zhang
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Seyed Mehdi Nouraie
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Victor R. Gordeuk
- Division of Hematology and Oncology, Department of Medicine, Comprehensive Sickle Cell Center, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Mark T. Gladwin
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Melanie E. Garrett
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Allison Ashley-Koch
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Marilyn J. Telen
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Brian Custer
- Vitalant Research Institute, San Francisco, California, USA
- Department of Laboratory Medicine, UCSF, San Francisco, California, USA
| | - Shannon Kelly
- Vitalant Research Institute, San Francisco, California, USA
- Division of Pediatric Hematology, UCSF Benioff Children's Hospital, Oakland, California, USA
| | - Carla Luana Dinardo
- Fundacao Pro-Sangue Hemocentro de Sao Paulo, Sao Paulo, Brazil
- Institute of Tropical Medicine, Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Ester C. Sabino
- Institute of Tropical Medicine, Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil
| | | | | | | | | | | | - Adriana Méndez
- Institute of Laboratory Medicine, Cantonal Hospital Aarau, 5000 Aarau, Switzerland
| | | | - Vivien A. Sheehan
- Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta & Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Lude Franke
- Oncode Institute, Amsterdam, the Netherlands
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Björn Nilsson
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Lund Stem Cell Center, Lund University, 221 84 Lund, Sweden
- Department of Laboratory Medicine, Lund University, 221 84 Lund, Sweden
| | - Adam S. Butterworth
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
- Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
| | - Vip Viprakasit
- Siriraj Thalassemia Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Siana Nkya
- Sickle Cell Program, Department of Hematology and Blood Transfusion, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Department of Biochemistry, Muhimbili University of Health and Allied Science, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Tanzania
| | - Vijay G. Sankaran
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Harvard Stem Cell Institute, Cambridge, Massachusetts, USA
- Department of Biochemistry, Muhimbili University of Health and Allied Science
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16
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Rai P, Okhomina VI, Kang G, Martinez HR, Hankins JS, Joshi V. Longitudinal effect of disease-modifying therapy on left ventricular diastolic function in children with sickle cell anemia. Am J Hematol 2023; 98:838-847. [PMID: 36890729 DOI: 10.1002/ajh.26911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 01/30/2023] [Accepted: 03/02/2023] [Indexed: 03/10/2023]
Abstract
Cardiac abnormalities seen in sickle cell anemia (SCA) include diastolic dysfunction, which has been shown to be associated with high morbidity and early mortality. The effect of disease-modifying therapies (DMT) on diastolic dysfunction is poorly understood. We prospectively evaluated the effects of hydroxyurea and monthly erythrocyte transfusions on diastolic function parameters over 2 years. A total of 204 subjects with HbSS or HbSβ0-thalassemia (mean age 11 ± 3.7 years), unselected for disease severity, had diastolic function assessed with surveillance echocardiograms twice, 2 years apart. During this 2-year observation period, 112 participants received DMTs (hydroxyurea, n = 72, monthly erythrocyte transfusions, n = 40), 34 initiated hydroxyurea, and 58 did not receive any DMT. The entire cohort showed an increase in left atrial volume index (LAVi) of 3.40 ± 10.86 mL/m2, p = .001 over 2 years. This increase in LAVi was independently associated with anemia, high baseline E/e' or LV dilation. Individuals not exposed to DMT were younger (mean age 8.8 ± 2.9 years), but at baseline their prevalence of abnormal diastolic parameters was similar to that of the DMT-exposed participants who were older (mean age 12 ± 3.8 years). Participants on DMTs saw no improvement in diastolic function over the study period. In fact, participants on hydroxyurea saw a possible worsening in diastolic parameters (14% increase in LAVi and ~5% decrease in septal e') but also a ~9% decrease in fetal hemoglobin (HbF) levels. Further studies are needed to evaluate if exposure to DMT for a longer duration or achieving higher HbF might be beneficial in alleviating diastolic dysfunction.
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Affiliation(s)
- Parul Rai
- Departments of Hematology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Victoria I Okhomina
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Guolian Kang
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Hugo R Martinez
- Division of Pediatric Cardiology, University of Tennessee College of Medicine, Memphis, Tennessee, USA.,Cardiology consultants, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jane S Hankins
- Departments of Hematology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Vijaya Joshi
- Division of Pediatric Cardiology, University of Tennessee College of Medicine, Memphis, Tennessee, USA.,Cardiology consultants, St Jude Children's Research Hospital, Memphis, Tennessee, USA
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17
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Winn A, Basu A, Ramsey SD. A Framework for a Health Economic Evaluation Model for Patients with Sickle Cell Disease to Estimate the Value of New Treatments in the United States of America. PHARMACOECONOMICS - OPEN 2023; 7:313-320. [PMID: 36773220 PMCID: PMC10043085 DOI: 10.1007/s41669-023-00390-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/16/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Sickle cell disease (SCD) is an inherited blood disorder associated with lifelong morbidity and increased risk of mortality that affects approximately 100,000 individuals in the United States (US), primarily of African-American descent. Due to these complications, individuals with SCD typically incur high healthcare costs. With a number of costly but potentially curative SCD therapies on the horizon, understanding the progression of SCD and economic burden to insurers and patients is vital. OBJECTIVE The aim is to develop a framework to understand the progression and costs of SCD that could be used to estimate how new treatments can impact the progression and costs of the disease. METHODS We detail how we will create a simulation model that represents the natural history of a population and allows for the characterization of the impact of novel therapies on the disease, associated costs, and outcomes in comparison to current management. CONCLUSION In this report, we describe a conceptual approach to modeling SCD to determine the relative clinical and economic impact of new gene therapies compared to conventional therapies with a goal of providing a flexible approach that could inform the clinical management of SCD for patients, payers, and policy makers.
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Affiliation(s)
- Aaron Winn
- Medical College of Wisconsin, Milwaukee, WI, USA
| | - Anirban Basu
- Policy and Economics (CHOICE) Institute, The Comparative Health Outcomes, University of Washington, Seattle, WA, USA
- Department of Health Services, University of Washington, Seattle, WA, USA
| | - Scott D Ramsey
- Policy and Economics (CHOICE) Institute, The Comparative Health Outcomes, University of Washington, Seattle, WA, USA.
- Division of Public Health Sciences and Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N. Mailstop M3-B232, Seattle, WA, 98109, USA.
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18
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Heitzer AM, Longoria J, Porter JS, MacArthur E, Potter B, Ding J, Gossett J, Kang G, Hankins JS. Internalizing Symptoms in Adolescents With Sickle Cell Disease. J Pediatr Psychol 2023; 48:91-103. [PMID: 35980301 PMCID: PMC10120839 DOI: 10.1093/jpepsy/jsac068] [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: 04/08/2022] [Revised: 07/26/2022] [Accepted: 08/01/2022] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVE Sickle cell disease (SCD) is a genetic blood disorder that may affect patients' mood and behavior. However, measuring the prevalence of internalizing symptoms (anxiety and depression) in patients with SCD has been elusive. We assessed internalizing symptoms in adolescents with SCD to evaluate prevalence and to test whether neurocognitive performance and frequency of pain-related episodes were associated with internalizing concerns. METHODS One hundred eighty-five patients (57% HbSS/HbSß0-thalassemia, 43% HbSC/HbSß+-thalassemia), ages 12-18 years, received a neuropsychological evaluation as a part of a larger cohort study. Internalizing symptoms were measured using the Behavior Assessment System for Children, Second or Third Edition. Scores on the depression and anxiety scales were compared to normative values using Wilcoxon signed rank test. Spearman correlations examined associations between neurocognitive performances and internalizing symptoms. Robust multivariable regression models measured associations between internalizing symptoms and age, sex, sickle genotype, total hemoglobin, fetal hemoglobin, socioeconomic status, and frequency of pain episodes. RESULTS Parent- and self-reported ratings of internalizing symptoms were not elevated compared to normative expectations. Overall, 1.8% and 6.3% of the sample displayed clinically elevated symptoms of anxiety and depression based on self-report, respectively. There were no associations between internalizing symptoms and neurocognitive performance (all p > .05). In multivariable analyses, the frequency of pain episodes was positively associated with self-reported anxiety (p = .006) and parent-reported depressive symptoms (p = .017). CONCLUSIONS Adolescents with SCD do not report elevated internalizing symptoms compared to normative expectations. Further research is needed to examine the trajectory of internalizing symptoms and the bidirectional relationship between pain and psychosocial functioning in SCD.
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Affiliation(s)
- Andrew M Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, USA
| | - Jennifer Longoria
- Department of Psychology, St. Jude Children's Research Hospital, USA
| | - Jerlym S Porter
- Department of Psychology, St. Jude Children's Research Hospital, USA
| | - Erin MacArthur
- Department of Psychology, St. Jude Children's Research Hospital, USA
| | - Brian Potter
- Department of Psychology, St. Jude Children's Research Hospital, USA
| | - Juan Ding
- Department of Biostatistics, St. Jude Children's Research Hospital, USA
| | - Jeffrey Gossett
- Department of Biostatistics, St. Jude Children's Research Hospital, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, USA
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19
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Howell KE, Heitzer AM, Longoria JN, Potter B, Wang WC, Anderson S, Kang G, Hankins JS, Porter JS. Assessment of transition readiness to predict health care utilization during transition to adult care in sickle cell disease. Expert Rev Hematol 2022; 15:1063-1072. [PMID: 36356169 PMCID: PMC9809157 DOI: 10.1080/17474086.2022.2144216] [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: 08/16/2022] [Accepted: 10/31/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Transition-age patients with sickle cell disease (SCD) are at risk for poor outcomes associated with incomplete transition readiness and neurocognitive deficits. Study objectives were to: 1) test if a SCD-specific measure of self-management skills was associated with transition outcomes and 2) evaluate if caregiver-reported executive functioning was associated with self-management skills and transition outcomes among youth with SCD. RESEARCH DESIGN AND METHODS Youth/caregivers were selected from a longitudinal cohort study. Caregivers completed the Behavior Rating Inventory of Executive Function (BRIEF); caregivers and youth completed the Self-Management Skills Checklist (SMSC) at a median age of 16.8 ± 0.6 years. Non-parametric tests compared SMSC and transition outcomes. Regression assessed the incremental validity of SMSC in predicting transition outcomes. RESULTS In total, 95 participants (54% male, 55% severe genotype) completed the SMSC assessment. Most participants (87%) transferred to adult care within six months and 87% were retained for at least 12 months. BRIEF and caregiver-reported SMSC assessments were weakly, negatively correlated (ρ = -0.25, p = 0.0392) but were not significant in predicting transition outcomes (p > 0.05). CONCLUSIONS The SMSC and executive function did not predict adult care engagement. Development of readiness assessments that predict care engagement and reflect self-efficacy is important for monitoring transition-aged patients with SCD.
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Affiliation(s)
| | | | | | - Brian Potter
- Department of Psychology, St. Jude Children’s Research Hospital
| | - Winfred C. Wang
- Department of Hematology, St. Jude Children’s Research Hospital
| | - Sheila Anderson
- Department of Hematology, St. Jude Children’s Research Hospital
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital
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20
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Nnodu O, Madu A, Chianumba R, Isa HA, Olanrewaju I, Osagie S, Oyekanmi N, Sangeda RZ, Stewart A, Nembaware V, Morrice J, Jonas M, Mazandu G, Wonkam A, Owolabi O. Establishing a database for sickle cell disease patient mapping and survival tracking: The sickle pan-african research consortium Nigeria example. Front Genet 2022; 13:1041462. [DOI: 10.3389/fgene.2022.1041462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 10/18/2022] [Indexed: 11/06/2022] Open
Abstract
Background: The Sickle Pan-African Research Consortium (SPARCO) and Sickle Africa Data Coordinating Center (SADaCC) were set up with funding from the US National Institute of Health (NIH) for physicians, scientists, patients, support groups, and statisticians to collaborate to reduce the high disease burden and alleviate the impact of Sickle Cell Disease (SCD) in Africa. For 5 years, SPARCO and SADaCC have been collecting basic clinical and demographic data from Nigeria, Tanzania, and Ghana. The resulting database will support analyses to estimate significant clinical events and provide directions for targeting interventions and assessing their impacts.Method: The Nigerian study sited at Centre of Excellence for Sickle Cell Disease Research and Training (CESRTA), University of Abuja, adopted REDCap for online database management. The case report form (CRF) was adapted from 1,400 data elements adopted by SPARCO sites. It captures 215 data elements of interest across sub-sites, i.e., demographic, social, diagnostic, clinical, laboratory, imaging, and others. These were harmonized using the SADaCC data dictionary. REDCap was installed on University of Abuja cloud server at https://www.redcap.uniabuja.edu.ng. Data collected at the sites are sent to CESRTA for collation, cleaning and uploading to the database.Results: 7,767 people living with sickle cell disease were enrolled at 25 health institutions across the six zones in Nigeria with 5,295 having had at least one follow-up visit with their clinical data updated. They range from 44 to 1,180 from 3 centers from South East, 4 from South, 5 from South West, 8 from North Central, 4 in North West and 3 in the North East. North West has registered 1,383 patients, representing 17.8%; North East, 359 (4.6%); North Central, 2,947 (37.9%); South West, 1,609 (20.7%); South, 442 (5.7%) and South East, 1,027 patients (13.2%).Conclusion: The database is being used to support studies including analysis of clinical phenotypes of SCD in Nigeria, and evaluation of Hydroxyurea use in SCD. Reports undergoing review in journals have relied on the ease of data access in REDCap. The database is regularly updated by batch and individual record uploads while we are utilizing REDCap’s in-built functions to generate simple statistic.
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21
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Longoria JN, Wang W, Kang G, Gossett J, Krull K, King AA, Raches D, Schreiber J, Heitzer AM, Hankins JS. Neurocognitive functioning in children with sickle cell anemia and history of abnormal transcranial doppler ultrasonography. Pediatr Blood Cancer 2022; 69:e29943. [PMID: 36031725 PMCID: PMC9605768 DOI: 10.1002/pbc.29943] [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: 05/20/2022] [Revised: 08/01/2022] [Accepted: 08/05/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Transcranial doppler (TCD) ultrasonography can be used to identify stroke risk in children with sickle cell anemia. Previous studies have reported mixed findings on neurocognitive outcomes in children with elevated TCD. This study examined associations between TCD velocity and neurocognitive outcomes in children and adolescents without prior history of stroke. PROCEDURE Participants were selected from the Sickle Cell Clinical Research Intervention Program cohort. The highest recorded mean maximum TCD velocity was selected for analysis, along with participant's most recent data from serial neurocognitive surveillance. RESULTS A total of 200 children with sickle cell anemia completed neurocognitive testing (109 males, 91 females; mean age 12.7 years [SD = 3.56]). Most participants were prescribed hydroxyurea (72%) at the time of neurocognitive testing and nearly 16% had a history of chronic transfusions prior to neurocognitive evaluation. Mean age at time of highest TCD value was 6.6 years (SD = 2.5) and 13.5% of screenings were abnormal (≥200 cm/s). Mean interval between TCD and most recent neurocognitive evaluation was 6.1 years (±3.5). There were no significant differences in the interval between TCD and neurocognitive testing across normal, conditional, and abnormal groups. Maximum TCD velocity was not significantly associated with neurocognitive outcomes in multivariate models. CONCLUSIONS History of elevated TCD in the absence of overt stroke should not be considered a risk factor for poor neurocognitive outcomes in children and adolescents with sickle cell anemia on modern disease-modifying therapy.
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Affiliation(s)
- Jennifer N Longoria
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Winfred Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jeffrey Gossett
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kevin Krull
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Allison A King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, Missouri, USA
| | - Darcy Raches
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jane Schreiber
- Department of Psychology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Andrew M Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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22
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Rai P, Okhomina VI, Kang G, Akil N, Towbin JA, Hankins JS, Beasley G. The effects of cardio-selective β blockade on diastolic dysfunction in children with sickle cell disease. Haematologica 2022; 108:594-598. [PMID: 36200422 PMCID: PMC9890014 DOI: 10.3324/haematol.2022.281428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Indexed: 02/03/2023] Open
Affiliation(s)
- Parul Rai
- Departments of Hematology and Biostatistics.
| | | | - Guolian Kang
- Department of Biostatistics, St Jude Children’s Research Hospital
| | - Nour Akil
- Division of Pediatric Pulmonology, Le Bonheur Children's Hospital
| | - Jeffrey A. Towbin
- Heart Institute, Division of Pediatric Cardiology, Le Bonheur Children's Hospital,Cardio-Oncology/Hematology Services, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jane S. Hankins
- Department of Hematology, St Jude Children’s Research Hospital
| | - Gary Beasley
- Heart Institute, Division of Pediatric Cardiology, Le Bonheur Children's Hospital,Cardio-Oncology/Hematology Services, St Jude Children’s Research Hospital, Memphis, TN, USA
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23
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Zahr RS, Ding J, Kang G, Wang WC, Hankins JS, Ataga KI, Lebensburger JD, Porter JS. Enuresis and Hyperfiltration in Children With Sickle Cell Disease. J Pediatr Hematol Oncol 2022; 44:358-362. [PMID: 35180759 PMCID: PMC9385885 DOI: 10.1097/mph.0000000000002426] [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: 07/11/2021] [Accepted: 01/06/2022] [Indexed: 11/26/2022]
Abstract
Nocturnal enuresis is a common symptom in children with sickle cell disease (SCD). Risk factors for development of enuresis are currently unknown. An early manifestation of SCD-associated kidney damage is glomerular hyperfiltration. We test the hypothesis that in a pediatric SCD cohort, individuals with hyperfiltration are more likely to have nocturnal enuresis when compared to children without hyperfiltration. To assess the relationship between nocturnal enuresis and hyperfiltration, we retrospectively evaluated children with SCD enrolled in the Evaluation of Nocturnal Enuresis and Barriers to Treatment among Pediatric Patients with SCD study and prospectively identified children who reported nocturnal enuresis and were enrolled in the longitudinal cohort study Sickle Cell Clinical Research and Intervention Program. Nocturnal enuresis occurred in 46.5% of Pediatric Patients with Sickle Cell Disease participants and was more frequent in participants with HbSS/HbSβ 0 thalassemia and in male participants. We did not identify an association between hyperfiltration from 3 to 5 years of age with the later development of enuresis. Severe SCD genotypes and male sex were associated with nocturnal enuresis after age 5 years. We could not identify additional renal or hematologic predictors associated with the diagnosis of nocturnal enuresis. Future studies should incorporate nonrenal risk factors into studies that predict development of enuresis.
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Affiliation(s)
- Rima S. Zahr
- Division of Pediatric Nephrology and Hypertension, University of Tennessee Health Science Center, Memphis, TN
| | - Juan Ding
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Winfred C. Wang
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Kenneth I. Ataga
- Center for Sickle Cell Disease, University of Tennessee Health Science Center, Memphis, TN
| | - Jeffrey D. Lebensburger
- Division of Pediatric Hematology and Oncology, University of Alabama at Birmingham, Birmingham, AL
| | - Jerlym S. Porter
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
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24
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Jiao B, Hankins JS, Devine B, Barton M, Bender M, Basu A. Application of validated mapping algorithms between generic PedsQL scores and utility values to individuals with sickle cell disease. Qual Life Res 2022; 31:2729-2738. [PMID: 35715626 PMCID: PMC10827278 DOI: 10.1007/s11136-022-03167-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/26/2022] [Indexed: 11/27/2022]
Abstract
PURPOSE There is a paucity of empirically estimated health state utility (HSU) values to estimate health-related quality of life among individuals with sickle cell disease (SCD). This study aims to map the Pediatric Quality of Life Inventory generic core scales (PedsQL GCS) to HSUs for children and adolescents with SCD in the United States, using published algorithms, and to assess the construct validity of these HSUs against SCD-specific PedsQL scores. METHODS We used the published mapping algorithms identified in four published articles, in which the PedsQL GCS was mapped to either the EuroQol-5 Dimension 3-Level, Youth Version or the Child Health Utility 9-Dimension to obtain HSUs. We employed the algorithms to calculate HSUs for a sample of children and adolescents from the Sickle Cell Clinical Research and Intervention Program. To assess the construct validity of the mapped HSUs in SCD patients, we computed Spearman's correlation coefficient comparing the HSUs with the PedsQL SCD total score and separately with each PedsQL SCD dimension-specific score. RESULTS The mean mapped HSU across published algorithms was 0.792 (95% CI: 0.782-0.801). It was significantly higher among children aged 5-12 years than children aged 13-17 years. The Spearman's correlation coefficient for HSUs versus PedsQL SCD total scores was 0.64 (95% CI: 0.57-0.71). Correlations ranged from 0.40 (95% CI: 0.32-0.48) to 0.60 (95% CI: 0.54-0.66) for HSUs versus PedsQL SCD dimension-specific scores. CONCLUSIONS The existing mapping algorithms show acceptable construct validity in children and adolescents with SCD. Additional algorithms are needed for adults and for specific SCD comorbidities.
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Affiliation(s)
- Boshen Jiao
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375Q, Box 357630, Seattle, WA, 98195-7630, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, USA
| | - Beth Devine
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375Q, Box 357630, Seattle, WA, 98195-7630, USA
- Department of Health Services, University of Washington, 1959 NE Pacific Street, H-375Q, Box 357630, Seattle, WA, 98195-7630, USA
| | - Martha Barton
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, USA
| | - M Bender
- Department of Pediatrics, University of Washington, Seattle, USA
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Anirban Basu
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375Q, Box 357630, Seattle, WA, 98195-7630, USA.
- Department of Health Services, University of Washington, 1959 NE Pacific Street, H-375Q, Box 357630, Seattle, WA, 98195-7630, USA.
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25
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Johnson KM, Jiao B, Bender MA, Ramsey SD, Devine B, Basu A. Development of a conceptual model for evaluating new non-curative and curative therapies for sickle cell disease. PLoS One 2022; 17:e0267448. [PMID: 35482721 PMCID: PMC9049306 DOI: 10.1371/journal.pone.0267448] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 04/09/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Sickle cell disease (SCD) is a clinically heterogeneous disease with many acute and chronic complications driven by ongoing vaso-occlusion and hemolysis. It causes a disproportionate burden on Black and Hispanic communities. Our objective was to follow the SMDM/ISPOR Task Force recommendations for good practices and create a conceptual model of the progression of SCD under current clinical practice to inform cost-effectiveness analyses (CEA) of promising curative therapies in the pipeline over a lifetime horizon. METHODS We used consultations with experts, providers, and patients to identify acute events and chronic conditions in the conceptual model. We compared our model structure to previous CEA models of interventions for SCD, assessed the prevalence of the identified disease attributes in Medicaid and Medicare claims databases, and identified relevant outcomes following the 2nd Panel in CEA. We determined an appropriate modeling technique and relevant data sources for parameterizing the model. RESULTS The conceptual model structure included four dimensions of disease: chronic pain, acute events, chronic conditions, and treatment complications, spanning 26 disease attributes with significant impacts on health-related quality of life and resource. We modeled chronic pain separately to reflect its importance to patients and interaction with all other disease attributes. We identified additional data sources for health state utilities and non-medical costs and benefits of SCD. We will use a microsimulation model with age- and sex-specific transitions between health states predicted by patient demographic characteristics and disease history. CONCLUSION Developing the model structure through an explicit process of model conceptualization can increase the transparency and accuracy of results. We will populate the conceptual model with the data sources described and evaluate the cost-effectiveness of curative therapies.
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Affiliation(s)
- Kate M. Johnson
- Faculty of Pharmaceutical Sciences, Collaboration for Outcomes Research and Evaluation (CORE), University of British Columbia, Vancouver, Canada
- Faculty of Medicine, Division of Respiratory Medicine, University of British Columbia, Vancouver, Canada
- Department of Pharmacy, The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
| | - Boshen Jiao
- Department of Pharmacy, The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
| | - M. A. Bender
- Clinical Research Division, Department of Pediatrics, University of Washington, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Scott D. Ramsey
- Department of Pharmacy, The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
- Division of Public Health Sciences and Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Beth Devine
- Department of Pharmacy, The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
| | - Anirban Basu
- Department of Pharmacy, The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
- Department of Health Systems and Population Health and Department of Economics, University of Washington, Seattle, Washington, United States of America
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26
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Trpchevska A, Longoria J, Okhomina V, Raches D, Potter B, Kang G, Heitzer AM, Hankins JS. Adaptive Functioning in Children and Adolescents With Sickle Cell Disease. J Pediatr Psychol 2022; 47:939-951. [PMID: 35380685 DOI: 10.1093/jpepsy/jsac024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 03/03/2022] [Accepted: 03/04/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Risk for neurocognitive deficits in sickle cell disease (SCD) is well established, yet minimal research has evaluated the risk for deficits in adaptive functioning. We assessed adaptive functioning in pediatric patients with SCD to test the hypothesis that disease, treatment, and demographic factors were associated with adaptive outcomes. METHODS Two hundred fifty-six patients (57% HbSS/HbSß0-thalassemia and 43% HbSC/HbSß+-thalassemia), ages 8-18, received routine neuropsychological assessments as part of a larger prospective lifetime cohort study. Adaptive functioning was measured using the Behavior Assessment System for Children, Second or Third Edition. Adaptive scores were compared with normative values using t-test or Wilcoxon signed rank test and linear regression models were used to measure associations between adaptive functioning and age, hydroxyurea (HU) use, sickle genotype, and socioeconomic status. Furthermore, we examined the influence of intellectual and executive functioning on adaptive behavior using hierarchical linear regression analyses. RESULTS Parent ratings of adaptive functioning skills did not differ from normative expectations (all false discovery rate [FDR] adjusted p-value [pFDR] > 0.05). Social vulnerability was negatively associated with adaptive scores on most adaptive scales in both genotypes (pFDR < 0.05). HU treatment was not significantly associated with any adaptive scale. Overall IQ was positively associated with Functional Communication and Leadership only for those with HbSS/HbSß0-thalassemia. Higher parent ratings of executive difficulties were correlated with lower adaptive scores (estimate = -0.64, standard error = 0.051, p < .001). CONCLUSIONS Poorer parent-rated adaptive skills were associated with increased social vulnerability, lower Full-Scale IQ, and parent-rated executive difficulties. Most adaptive scores were in the normal range; however, parent ratings may not fully capture the impact of disease complications and neurocognitive deficits on daily functioning.
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Affiliation(s)
- Ana Trpchevska
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jennifer Longoria
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Victoria Okhomina
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Darcy Raches
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Brian Potter
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Andrew M Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
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27
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Heitzer AM, Longoria J, Rampersaud E, Rashkin SR, Estepp JH, Okhomina VI, Wang WC, Raches D, Potter B, Steinberg MH, King AA, Kang G, Hankins JS. Fetal hemoglobin modulates neurocognitive performance in sickle cell anemia ✰,✰✰. Curr Res Transl Med 2022; 70:103335. [PMID: 35303690 PMCID: PMC9086114 DOI: 10.1016/j.retram.2022.103335] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 01/20/2022] [Accepted: 01/30/2022] [Indexed: 12/26/2022]
Abstract
PURPOSE OF THE STUDY Fetal hemoglobin (HbF) is a modifier of the clinical and hematologic phenotype of sickle cell anemia (SCA). Three quantitative trait loci (QTL) modulate HbF expression. The neurocognitive effects of variants in these QTL have yet to be explored. We evaluated the relation between 11 SNPs in the three HbF QTL: BCL11A, MYB, the HBB gene cluster, and full-scale intelligence (IQ) in SCA. PATIENTS AND METHODS The prospective longitudinal cohort study, Sickle Cell Clinical Research and Intervention Program, was used as a discovery cohort (n = 166). The genotypes for 11 SNPs were extracted through whole genome sequencing and were analyzed using an additive model. A polygenic score for HbF (PGSHbF) integrating the numbers of low HbF alleles from 11 SNPs was analyzed as a continuous variable. The Cooperative Study of Sickle Cell Disease (n = 156) and the Silent Cerebral Infarction Transfusion (n = 114) Trial were used as two independent replication cohorts. Benjamini and Hochberg approach was used to calculate false discovery rate adjusted p-value (pFDR). RESULTS HbF was positively associated with IQ (minimum raw p = 0·0018) at pFDR<0·05. HbF mediated the relationship between two BCL11A SNPs, rs1427407 and rs7606173, HBS1L-MYB: rs9494142, and PGSHbF with IQ (minimum raw p = 0·0035) at pFDR<0·05. CONCLUSION As the major modulator of the severity of SCA, HbF also influences neurocognition, which is done through mediation of its QTL. These findings have implications for early identification of neurocognitive risk and targeted intervention.
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Affiliation(s)
- Andrew M Heitzer
- Departments of Psychology, St. Jude Children's Research Hospital, Memphis, TN.
| | - Jennifer Longoria
- Departments of Psychology, St. Jude Children's Research Hospital, Memphis, TN
| | - Evadnie Rampersaud
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN
| | - Sara R Rashkin
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN; Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | | | | | - Winfred C Wang
- Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Darcy Raches
- Departments of Psychology, St. Jude Children's Research Hospital, Memphis, TN
| | - Brian Potter
- Departments of Psychology, St. Jude Children's Research Hospital, Memphis, TN
| | - Martin H Steinberg
- Department of Medicine, Boston University School of Medicine, Boston, MA
| | - Allison A King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO
| | - Guolian Kang
- Biostatistics, St. Jude Children's Research Hospital, Memphis, TN; Departments of Psychology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jane S Hankins
- Hematology, St. Jude Children's Research Hospital, Memphis, TN
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Heitzer AM, Cohen DL, Okhomina VI, Trpchevska A, Potter B, Longoria J, Porter JS, Estepp JH, King A, Henley M, Kang G, Hankins JS. Neurocognitive functioning in preschool children with sickle cell disease. Pediatr Blood Cancer 2022; 69:e29531. [PMID: 34971013 PMCID: PMC9207743 DOI: 10.1002/pbc.29531] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 11/12/2021] [Accepted: 11/23/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Children with sickle cell disease (SCD) experience neurodevelopmental delays; however, there is limited research with preschool-age children. This study examined neurocognitive risk and protective factors in preschoolers with SCD. PROCEDURE Sixty-two patients with SCD (60% HbSS/HbSβ0 -thalassemia; 40% HbSC/HbSβ+ -thalassemia) between the ages of 3 and 6 years (mean = 4.77 years) received a neuropsychological evaluation as routine systematic surveillance. Patients were not selected for disease severity, prior central nervous system findings, or existing cognitive concerns. Thirty-four patients (82% HbSS/HbSβ0 -thalassemia) were prescribed hydroxyurea (HU) at the time of their neuropsychological evaluation. On average, these patients had been prescribed HU at 2.15 (standard deviation = 1.45) years of age. The average dose was 28.8 mg/kg/day. Besides genotype, there were no group differences in medical or demographic factors based on HU treatment status. RESULTS Patients with HbSS/HbSβ0 -thalassemia scored below normative expectations on measures of intelligence, verbal comprehension, and school readiness (false discovery rate-adjusted p-value [pFDR ] < .05). Age, sickle genotype, and HU treatment exposure were not associated with measured neurocognitive outcomes (pFDR > .05). Greater social vulnerability at the community level was associated with poorer performance on measures of intellectual functioning, verbal comprehension, visuomotor control, and school readiness, as well as parent report of executive dysfunction (pFDR < .05). Greater household socioeconomic status was positively associated with academic readiness. CONCLUSIONS Preschoolers with severe SCD (HbSS/HbSβ0 -thalassemia) perform below age expectations on measures of intelligence and academic readiness. Sociodemographic factors were stronger drivers of neurocognitive performance than disease severity or disease-modifying treatment. Neurodevelopmental interventions targeting the home and broader community environment are needed.
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Affiliation(s)
- Andrew M. Heitzer
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Diana L. Cohen
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Ana Trpchevska
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Brian Potter
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jennifer Longoria
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jerlym S. Porter
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jeremie H. Estepp
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Allison King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO
| | - Misham Henley
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
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29
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Paintsil V, Amuzu EX, Nyanor I, Asafo-Adjei E, Mohammed AR, Yawnumah SA, Oppong-Mensah YG, Nguah SB, Obeng P, Dogbe EE, Jonas M, Nembaware V, Mazandu G, Ohene-Frempong K, Wonkam A, Makani J, Ansong D, Osei-Akoto A. Establishing a Sickle Cell Disease Registry in Africa: Experience From the Sickle Pan-African Research Consortium, Kumasi-Ghana. Front Genet 2022; 13:802355. [PMID: 35281803 PMCID: PMC8908904 DOI: 10.3389/fgene.2022.802355] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
Sickle cell disease (SCD) is the most common clinically significant hemoglobinopathy, characterized by painful episodes, anemia, high risk of infection, and other acute and chronic complications. In Africa, where the disease is most prevalent, large longitudinal data on patients and their outcomes are lacking. This article describes the experiences of the Kumasi Center for SCD at the Komfo Anokye Teaching Hospital (KCSCD-KATH), a Sickle Pan-African Research Consortium (SPARCO) site and a SickleInAfrica Consortium member, in establishing a SCD registry for the evaluation of the outcomes of patients. It also provides a report of a preliminary analysis of the data. The process of developing the registry database involved comprehensive review of the center's SCD patient medical records, incorporating data elements developed by the SickleInAfrica Consortium and obtaining ethical clearance from the local Institutional Review Board. From December 2017 to March 2020, 3,148 SCD patients were enrolled into the SCD registry. Enrollment was during the SCD outpatient clinic visits or through home visits. A significant proportion of the patients was from the newborn screening cohort (50.3%) and was males (52.9%). SCD-SS, SCD-SC, and Sβ +thalassemia were seen in 67.2, 32.5, and 0.3% patients, respectively. The majority of the patients were in a steady state at enrollment; however, some were enrolled after discharge for an acute illness admission. The top two clinical diagnoses for SCD-SS patients were sickle cell painful events and acute anemia secondary to hyperhemolysis with incidence rates of 141.86 per 10,000 person months of observation (PMO) and 32.74 per 10,000 PMO, respectively. In SCD-SC patients, the top two diagnoses were sickle cell painful events and avascular necrosis with incidence rates of 203.09 per 10,000 PMO and 21.19 per 10,000 PMO, respectively. The SPARCO Kumasi site has developed skills and infrastructure to design, manage, and analyze data in the SCD registry. The newborn screening program and alternative recruitment methods such as radio announcement and home visits for defaulting patients were the key steps taken in enrolling patients into the registry. The registry will provide longitudinal data that will help improve knowledge of SCD in Ghana and Africa through research.
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Affiliation(s)
- Vivian Paintsil
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana.,Department of Child Health-Kwame Nkrumah University of Science and Technology, School of Medicine and Dentistry, Kumasi, Ghana
| | - Evans Xorse Amuzu
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Isaac Nyanor
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | | | | | | | | | - Samuel Blay Nguah
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana.,Department of Child Health-Kwame Nkrumah University of Science and Technology, School of Medicine and Dentistry, Kumasi, Ghana
| | - Paul Obeng
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana.,Department of Child Health-Kwame Nkrumah University of Science and Technology, School of Medicine and Dentistry, Kumasi, Ghana
| | - Elliot Eli Dogbe
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Mario Jonas
- Department of Pathology, Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Victoria Nembaware
- Department of Pathology, Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Gaston Mazandu
- Department of Pathology, Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | | | - Ambroise Wonkam
- Department of Pathology, Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Julie Makani
- SPARCo, Sickle Cell Programme, Muhimbili University of Health and Allied Sciences, Dar Es Salam, Tanzania
| | - Daniel Ansong
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana.,Department of Child Health-Kwame Nkrumah University of Science and Technology, School of Medicine and Dentistry, Kumasi, Ghana
| | - Alex Osei-Akoto
- Directorate of Child Health-Komfo Anokye Teaching Hospital, Kumasi, Ghana.,Department of Child Health-Kwame Nkrumah University of Science and Technology, School of Medicine and Dentistry, Kumasi, Ghana
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30
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Jiao B, Basu A, Roth J, Bender M, Rovira I, Clemons T, Quach D, Ramsey S, Devine B. The Use of Cost-Effectiveness Analysis in Sickle Cell Disease: A Critical Review of the Literature. PHARMACOECONOMICS 2021; 39:1225-1241. [PMID: 34368937 PMCID: PMC10697726 DOI: 10.1007/s40273-021-01072-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/20/2021] [Indexed: 05/22/2023]
Abstract
Novel interventions for sickle cell disease (SCD) bring hope to patients, yet concern about the associated economic costs exists. Cost-effectiveness analysis (CEA) uses standardized methods, with robust underpinnings in health economics, to estimate the value of these interventions compared with usual care. However, because of the complexity and lifetime trajectory of SCD, CEAs are challenging to conduct. The objectives of this rapid review were to summarize the main characteristics, components, and results of published CEAs of existing interventions for SCD, identify research gaps, and provide directions for future analyses. We identified records through searches of bibliographic databases, from reference lists of relevant review articles, and through consultation with experts. A total of 13 CEAs met our inclusion criteria and were qualitatively synthesized. These evaluated blood transfusions (n = 2), hematopoietic stem cell transplantation (n = 1), pharmaceuticals (n = 2), hypothetical cell or genetic therapy (n = 1), screening programs (n = 4), and interventions for SCD treatment complications (n = 3). A limited number of potential SCD and treatment complications were evaluated. No study adopted a societal perspective in the base case, six studies examined lifetime cost-effectiveness, seven studies employed a Markov or discrete-event simulation model, and eight studies used an outcome metric that captured both quality and length of life. To better compare the value of emerging and current therapies, future CEAs should adopt a societal perspective incorporating both medical and nonmedical costs, comprehensively model SCD complexity using robust health economic simulation models over the patient's entire lifespan, and capture the intervention's effect on both survival and quality of life.
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Affiliation(s)
- Boshen Jiao
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375T, Box 357630, Seattle, WA, 98195-7630, USA
| | - Anirban Basu
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375T, Box 357630, Seattle, WA, 98195-7630, USA
- Department of Health Services, University of Washington, Seattle, USA
| | - Joshua Roth
- Hutchinson Institute for Cancer Outcomes Research and Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - M Bender
- Department of Pediatrics, University of Washington, Seattle, USA
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Ilsa Rovira
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, USA
| | | | - Dalyna Quach
- Department of Pharmacy, University of Washington, Seattle, USA
| | - Scott Ramsey
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375T, Box 357630, Seattle, WA, 98195-7630, USA
- Hutchinson Institute for Cancer Outcomes Research and Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Beth Devine
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, 1959 NE Pacific Street, H-375T, Box 357630, Seattle, WA, 98195-7630, USA.
- Department of Health Services, University of Washington, Seattle, USA.
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31
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Porter JS, Paladino AJ, Russell K, Rupff R, Griffith J, Mai Y, Zhang H, Hankins JS, Wang WC. Nocturnal Enuresis in Sickle Cell: Sociodemographic, Medical, and Quality of Life Factors. J Pediatr Psychol 2021; 47:75-85. [PMID: 34432048 DOI: 10.1093/jpepsy/jsab079] [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: 12/19/2020] [Revised: 07/09/2021] [Accepted: 07/11/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Nocturnal enuresis is more prevalent in youth with sickle cell disease (SCD) compared to the general population. The purpose of this study is to estimate prevalence of nocturnal enuresis using diagnostic criteria and identify associated sociodemographic, medical, and health-related quality of life (HRQOL) factors. METHODS Youth with SCD (N = 248; ages 6.00-17.99 years) and their caregivers completed semi-structured interviews and questionnaires. HRQOL was measured using the Pediatric Quality of Life (PedsQL) Inventory. Medical information was abstracted from medical record. We generated multivariable logistic regression models to examine associations between factors and current nocturnal enuresis and nocturnal enuresis occurring any time in the past (lifetime). RESULTS Among participants (mean age, 11.3 ± 3.6 years; 50.8% male), 21.4% reported current nocturnal enuresis and 46% reported lifetime nocturnal enuresis. Male sex [odds ratio (OR), 2.57; p = .001], difficulty arousing from sleep (OR, 3.57; p < .001), higher school functioning HRQOL (OR, 1.02; p = .014), and higher fetal hemoglobin levels (OR, 1.03; p = .048) were associated with lifetime nocturnal enuresis. Younger age (OR, 1.16; p = .005), higher youth-reported fatigue (OR, 1.01; p = .045), difficulty arousing from sleep (OR, 4.92; p < .001), and higher lactate dehydrogenase levels (OR, 1.00; p = .042) were associated with current nocturnal enuresis. CONCLUSIONS Nocturnal enuresis is prevalent in youth with SCD and is associated with HRQOL, diminished sleep, greater fatigue, and disease severity markers. Routine assessment of sleep behaviors and fatigue are necessary when treating patients with SCD to understand the impact of nocturnal enuresis on HRQOL.
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Affiliation(s)
- Jerlym S Porter
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Andrew J Paladino
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Preventive Medicine, University of Tennessee Health Science Center, College of Medicine, Memphis, TN, USA
| | - Kathryn Russell
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Rebecca Rupff
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA.,Alabama College of Osteopathic Medicine, Dothan, AL, USA
| | - Jamilla Griffith
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yujiao Mai
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hui Zhang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Winfred C Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
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32
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Champlin G, Hwang SN, Heitzer A, Ding J, Jacola L, Estepp JH, Wang W, Ataga KI, Owens CL, Newman J, King AA, Davis R, Kang G, Hankins JS. Progression of central nervous system disease from pediatric to young adulthood in sickle cell anemia. Exp Biol Med (Maywood) 2021; 246:2473-2479. [PMID: 34407676 DOI: 10.1177/15353702211035778] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Silent cerebral infarcts and arteriopathy are common and progressive in individuals with sickle cell anemia. However, most data describing brain lesions in sickle cell anemia are cross-sectional or derive from pediatric cohorts with short follow-up. We investigated the progression of silent cerebral infarct and cerebral vessel stenosis on brain MRI and MRA, respectively, by describing the incidence of new or worsening lesions over a period of up to 25 years among young adults with sickle cell anemia and explored risk factors for progression. Forty-four adults with sickle cell anemia (HbSS or HbSβ0thalassemia), exposed to chronic transfusions (n = 12) or hydroxyurea (n = 32), median age 19.2 years (range 18.0-31.5), received a screening brain MRI/MRA and their results were compared with a clinical exam performed during childhood and adolescence. We used exact log-rank test to compare MRI and MRA progression among any two groups. The hazard ratio (HR) and 95% confidence interval (CI) were calculated from Cox regression analyses. Progression of MRI and MRA occurred in 12 (27%) and 4 (9%) young adults, respectively, relative to their pediatric exams. MRI progression risk was high among participants with abnormal pediatric exams (HR: 11.6, 95% CI: 2.5-54.7) and conditional or abnormal transcranial Doppler ultrasound velocities (HR: 3.9, 95% CI: 1.0-15.1). Among individuals treated with hydroxyurea, high fetal hemoglobin measured in childhood was associated with lower hazard of MRI progression (HR: 0.86, 95% CI: 0.76-0.98). MRA progression occurred more frequently among those with prior stroke (HR: 8.6, 95% CI: 1.2-64), abnormal pediatric exam (P = 0.00084), and elevated transcranial Doppler ultrasound velocities (P = 0.004). Brain MRI/MRA imaging in pediatrics can identify high-risk patients for CNS disease progression in young adulthood, prompting consideration for early aggressive treatments.
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Affiliation(s)
- Grace Champlin
- Department of Clinical Education and Training, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Scott N Hwang
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Andrew Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Juan Ding
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Lisa Jacola
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Jeremie H Estepp
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.,Global Medicine, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Winfred Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Kenneth I Ataga
- University of Tennessee Health Science Center (UTHSC), Center for Sickle Cell Disease, Memphis, TN 38163, USA.,Methodist University Comprehensive Sickle Cell Center, Memphis, TN 38104, USA
| | - Curtis L Owens
- Methodist University Comprehensive Sickle Cell Center, Memphis, TN 38104, USA
| | - Justin Newman
- Memphis Radiological Professional Corporation, Memphis, TN 38138, USA
| | - Allison A King
- Washington University School of Medicine, St. Louis, MO 63130, USA
| | - Robert Davis
- Center in Biomedical Informatics at UTHSC, Memphis, TN 38163, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
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33
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A polygenic score for acute vaso-occlusive pain in pediatric sickle cell disease. Blood Adv 2021; 5:2839-2851. [PMID: 34283174 DOI: 10.1182/bloodadvances.2021004634] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 04/05/2021] [Indexed: 12/12/2022] Open
Abstract
Individuals with monogenic disorders can experience variable phenotypes that are influenced by genetic variation. To investigate this in sickle cell disease (SCD), we performed whole-genome sequencing (WGS) of 722 individuals with hemoglobin HbSS or HbSβ0-thalassemia from Baylor College of Medicine and from the St. Jude Children's Research Hospital Sickle Cell Clinical Research and Intervention Program (SCCRIP) longitudinal cohort study. We developed pipelines to identify genetic variants that modulate sickle hemoglobin polymerization in red blood cells and combined these with pain-associated variants to build a polygenic score (PGS) for acute vaso-occlusive pain (VOP). Overall, we interrogated the α-thalassemia deletion -α3.7 and 133 candidate single-nucleotide polymorphisms (SNPs) across 66 genes for associations with VOP in 327 SCCRIP participants followed longitudinally over 6 years. Twenty-one SNPs in 9 loci were associated with VOP, including 3 (BCL11A, MYB, and the β-like globin gene cluster) that regulate erythrocyte fetal hemoglobin (HbF) levels and 6 (COMT, TBC1D1, KCNJ6, FAAH, NR3C1, and IL1A) that were associated previously with various pain syndromes. An unweighted PGS integrating all 21 SNPs was associated with the VOP event rate (estimate, 0.35; standard error, 0.04; P = 5.9 × 10-14) and VOP event occurrence (estimate, 0.42; standard error, 0.06; P = 4.1 × 10-13). These associations were stronger than those of any single locus. Our findings provide insights into the genetic modulation of VOP in children with SCD. More generally, we demonstrate the utility of WGS for investigating genetic contributions to the variable expression of SCD-associated morbidities.
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34
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Heitzer AM, Longoria J, Okhomina V, Wang WC, Raches D, Potter B, Jacola LM, Porter J, Schreiber JE, King AA, Kang G, Hankins JS. Hydroxyurea treatment and neurocognitive functioning in sickle cell disease from school age to young adulthood. Br J Haematol 2021; 195:256-266. [PMID: 34272726 DOI: 10.1111/bjh.17687] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 05/21/2021] [Accepted: 06/07/2021] [Indexed: 12/18/2022]
Abstract
Neurocognitive impairment is common in sickle cell disease (SCD) and is associated with significant functional limitations. In a cross-sectional analysis, we examined the association between hydroxyurea (HU) treatment and neurocognitive functioning from school-age to young adulthood in individuals with SCD. A total of 215 patients with HbSS/HbSβ0 -thalassaemia (71% HU treated) and 149 patients with HbSC/HbSβ+ -thalassaemia (20% HU treated) completed neurocognitive measures at one of four developmental stages: school-age (age 8-9 years), early adolescence (age 12-13 years), late adolescence (age 16-17 years) and young adulthood (ages 19-24 years). For participants with multiple assessments, only the most recent evaluation was included. In multivariable analysis adjusted for social vulnerability, HU treatment and sex, older age was associated with a reduction in overall intelligence quotient (IQ) of 0·55 points per year of life [standard error (SE) = 0·18, false discovery rate adjusted P value (PFDR) = 0.01] for patients with HbSS/HbSβ0 -thalassaemia. Earlier initiation of HU (n = 152) in HbSS/HbSβ0 -thalassaemia was associated with higher scores on neurocognitive measures across most domains, including IQ [estimate (SE) 0·77 (0·25)/year, PFDR = 0·01], after adjusting for social vulnerability, sex and treatment duration. These results support the early use of HU to limit the detrimental neurocognitive effects of SCD, while highlighting the need for additional measures to further mitigate neurocognitive deterioration.
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Affiliation(s)
- Andrew M Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jennifer Longoria
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Victoria Okhomina
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Winfred C Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Darcy Raches
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Brian Potter
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lisa M Jacola
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jerlym Porter
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane E Schreiber
- Department of Psychology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Allison A King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
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35
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Rashkin SR, Rampersaud E, Kang G, Ataga KI, Hankins JS, Wang W, Estepp JH, Weiss MJ, Lebensburger J, Zahr RS. Generalization of a genetic risk score for time to first albuminuria in children with sickle cell anaemia: SCCRIP cohort study results. Br J Haematol 2021; 194:469-473. [PMID: 34137022 DOI: 10.1111/bjh.17647] [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: 03/08/2021] [Accepted: 05/26/2021] [Indexed: 11/28/2022]
Abstract
Albuminuria predicts kidney disease progression in individuals with sickle cell anaemia (SCA); however, earlier prediction of kidney disease with introduction of reno-protective therapies prior to the onset of albuminuria may attenuate disease progression. A genetic risk score (GRS) for SCA-related nephropathy may provide an improved one-time test for early identification of high-risk patients. We utilized a GRS from a recent, large, trans-ethnic meta-analysis to identify three single nucleotide polymorphisms that associate individually and in a GRS with time to first albuminuria episode in children with SCA.
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Affiliation(s)
- Sara R Rashkin
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Evadnie Rampersaud
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kenneth I Ataga
- Center for Sickle Cell Disease, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Winfred Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeremie H Estepp
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mitchell J Weiss
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeffrey Lebensburger
- Division of Pediatric Hematology and Oncology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Rima S Zahr
- Division of Pediatric Nephrology and Hypertension, University of Tennessee Health Science Center, Memphis, TN, USA
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36
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Estepp JH, Cong Z, Agodoa I, Kang G, Ding J, McCarville MB, Hankins JS, Wang WC. What drives transcranial Doppler velocity improvement in paediatric sickle cell anaemia: analysis from the Sickle Cell Clinical Research and Intervention Program (SCCRIP) longitudinal cohort study. Br J Haematol 2021; 194:463-468. [PMID: 34131902 DOI: 10.1111/bjh.17620] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 05/14/2021] [Accepted: 05/14/2021] [Indexed: 11/27/2022]
Abstract
Children with sickle cell anaemia (SCA) and conditional transcranial Doppler (TCD) flow velocities (conditional: 170-199 cm/s; normal: <170 cm/s) have an increased risk of stroke. The Sickle Cell Clinical Research and Intervention Program (SCCRIP), a lifetime observational study, assessed the influence of haematological markers on TCD velocities. In children (≤16 years) with SCA (HbSS/HbSβ0 -thalassaemia) and conditional TCD velocities (n = 32), increases in haemoglobin and in fetal haemoglobin after hydroxyurea initiation were significantly associated with decreases in TCD velocities. The benefit of pharmacological intervention to increase haemoglobin and fetal haemoglobin and normalise TCD velocities was demonstrated in this real-world dataset.
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Affiliation(s)
- Jeremie H Estepp
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Ze Cong
- Global Blood Therapeutics, South San Francisco, CA, USA
| | - Irene Agodoa
- Global Blood Therapeutics, South San Francisco, CA, USA
| | - Guolian Kang
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Juan Ding
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - M Beth McCarville
- Department of Diagnostic Imaging, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane S Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Winfred C Wang
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA
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Ataga KI, Zhou Q, Derebail VK, Saraf SL, Hankins JS, Loehr LR, Garrett ME, Ashley-Koch AE, Cai J, Telen MJ. Rapid decline in estimated glomerular filtration rate in sickle cell anemia: results of a multicenter pooled analysis. Haematologica 2021; 106:1749-1753. [PMID: 33179474 PMCID: PMC8168505 DOI: 10.3324/haematol.2020.267419] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Indexed: 01/10/2023] Open
Abstract
Not available.
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Affiliation(s)
- Kenneth I Ataga
- Center for Sickle Cell Disease, University of Tennessee Health Scienter Center, Memphis, TN.
| | - Qingning Zhou
- Department of Mathematics and Statistics, University of North Carolina, Charlotte
| | - Vimal K Derebail
- Division of Nephrology and Hypertension, University of North Carolina, Chapel Hill
| | - Santosh L Saraf
- Division of Hematology/Oncology, University of Illinois, Chicago, IL
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Laura R Loehr
- Division of General Medicine and Clinical Epidemiology, University of North Carolina, Chapel Hill
| | - Melanie E Garrett
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham
| | | | - Jianwen Cai
- Department of Biostatistics, University of North Carolina, Chapel Hill
| | - Marilyn J Telen
- Division of Hematology, Duke University Medical Center, Durham
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Longitudinal effect of disease-modifying therapy on tricuspid regurgitant velocity in children with sickle cell anemia. Blood Adv 2021; 5:89-98. [PMID: 33570630 DOI: 10.1182/bloodadvances.2020003197] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 11/09/2020] [Indexed: 01/26/2023] Open
Abstract
Elevated tricuspid regurgitant velocity (TRV) ≥2.5 m/s is a predictor of disease severity in adults and children with sickle cell anemia (SCA), but how disease-modifying therapies (DMTs) affect this biomarker is incompletely understood. We investigated the effect of DMTs on TRV elevation in children. In a prospective single-center study, 204 subjects with HbSS or HbSβ0 thalassemia (mean age, 10.6 years; range, 5-18) had echocardiograms with assessment of TRV, with repeat evaluations after 2 years of observation. One-hundred and twelve participants received DMTs (hydroxyurea, n = 72; monthly erythrocyte transfusions, n = 40), 58 did not receive any DMT, and 34 were begun on hydroxyurea during this observation period. In the entire cohort, an increase in hemoglobin of 1.0 g/dL was associated with a 0.03-m/s decrease in TRV (P = .024), and a decrease in absolute reticulocyte count of 1.0 × 106/mL was associated with a 0.34-m/s decrease in TRV (P = .034). Compared with baseline, hydroxyurea exposure (continuous or newly started) was associated with an average 5% decline in mean TRV at the 2-year evaluation. Among participants newly started on hydroxyurea (mean treatment duration 1.2 ± 0.6 years), an increase in hemoglobin of 1.0 g/dL was associated with a 0.06-m/s decrease in TRV (P = .05). We conclude that hydroxyurea therapy may mitigate TRV elevation in children with SCA, possibly as a result of a reduction in hemolysis and improvement in anemia.
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A novel algorithm comprehensively characterizes human RH genes using whole-genome sequencing data. Blood Adv 2021; 4:4347-4357. [PMID: 32915977 DOI: 10.1182/bloodadvances.2020002148] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 08/10/2020] [Indexed: 11/20/2022] Open
Abstract
RHD and RHCE genes encode Rh blood group antigens and exhibit extensive single-nucleotide polymorphisms and chromosome structural changes in patients with sickle cell disease (SCD). RH variation can drive loss of antigen epitopes or expression of new epitopes, predisposing patients with SCD to Rh alloimmunization. Serologic antigen typing is limited to common Rh antigens, necessitating a genetic approach to detect variant antigen expression. We developed a novel algorithm termed RHtyper for RH genotyping from existing whole-genome sequencing (WGS) data. RHtyper determined RH genotypes in an average of 3.4 and 3.3 minutes per sample for RHD and RHCE, respectively. In a validation cohort consisting of 57 patients with SCD, RHtyper achieved 100% accuracy for RHD and 98.2% accuracy for RHCE, when compared with genotypes obtained by RH BeadChip and targeted molecular assays and after verification by Sanger sequencing and independent next-generation sequencing assays. RHtyper was next applied to WGS data from an additional 827 patients with SCD. In the total cohort of 884 patients, RHtyper identified 38 RHD and 28 RHCE distinct alleles, including a novel RHD DAU allele, RHD* 602G, 733C, 744T 1136T. RHtyper provides comprehensive and high-throughput RH genotyping from WGS data, facilitating deconvolution of the extensive RH genetic variation among patients with SCD. We have implemented RHtyper as a cloud-based public access application in DNAnexus (https://platform.dnanexus.com/app/RHtyper), enabling clinicians and researchers to perform RH genotyping with next-generation sequencing data.
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Keenan ME, Loew M, Berlin KS, Hodges J, Alberts NM, Hankins JS, Porter JS. Empirically Derived Profiles of Health-Related Quality of Life in Youth and Young Adults with Sickle Cell Disease. J Pediatr Psychol 2021; 46:293-303. [PMID: 33249456 PMCID: PMC7977438 DOI: 10.1093/jpepsy/jsaa104] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 10/11/2020] [Accepted: 10/12/2020] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Determining how the health-related quality of life (HRQOL) is impacted by living with Sickle Cell Disease (SCD) can inform psychosocial interventions. The purpose of the present study is to determine if demographic and treatment variables predict membership into empirically derived subgroups of HRQOL among youth and young adults with SCD. METHODS Three hundred and seven youth and young adults with SCD (mean 17.63 years ± 3.74 years, 50.5% female) completed the Pediatric Quality of Life InventoryTM Sickle Cell Disease Module. Latent profile analysis examined subgroups/classes of HRQOL and relationships with demographic and treatment variables. RESULTS Three distinct classes emerged: High HRQOL (34% of the sample), Moderate HRQOL (44% of the sample), and Low HRQOL (22% of the sample). Being female was associated with increased odds of being in the moderate or low groups. Living with more severe SCD (genotypes HbSS and HbSβ0 thalassemia) was associated with increased odds of being in the Low HRQOL group. Treatment with chronic red blood cell transfusion therapy was associated with increased odds of being in the High HRQOL group. Older age predicted a small increase in the odds of being in the Low versus High HRQOL group. CONCLUSIONS The present study adds to the literature on HRQOL in SCD by exploring person-centered, empirically derived groups of HRQOL. Identification of demographic and treatment factors that predict membership into those groups within a large sample assists in tailoring needed psychosocial interventions for youth with SCD.
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Affiliation(s)
- Mary E Keenan
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
- Department of Psychology, The University of Memphis, Memphis, TN
| | - Megan Loew
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Jason Hodges
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Nicole M Alberts
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
- Department of Psychology, Concordia University, Montreal, Canada
| | - Jane S Hankins
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jerlym S Porter
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
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Saulsberry-Abate AC, Partanen M, Porter JS, Podila PSB, Hodges JR, King AA, Wang WC, Schreiber JE, Zhao X, Kang G, Jacola LM, Hankins JS. Cognitive performance as a predictor of healthcare transition in sickle cell disease. Br J Haematol 2021; 192:1082-1091. [PMID: 33570182 DOI: 10.1111/bjh.17351] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 01/06/2021] [Indexed: 12/21/2022]
Abstract
Neurocognitive deficits in sickle cell disease (SCD) may impair adult care engagement. We investigated the relationship between neurocognitive functioning and socio-environmental factors with healthcare transition outcomes. Adolescents aged 15-18 years who had neurocognitive testing and completed a visit with an adult provider were included. Transition outcomes included transfer interval from paediatric to adult care and retention in adult care at 12 and 24 months. Eighty adolescents (59% male, 64% HbSS/HbSβ0 -thalassaemia) were included. Mean age at adult care transfer was 18·0 (±0·3) years and transfer interval was 2·0 (±2·3) months. Higher IQ (P = 0·02; PFDR = 0·05) and higher verbal comprehension (P = 0·008; PFDR = 0·024) were associated with <2 and <6 month transfer intervals respectively. Better performance on measures of attention was associated with higher adult care retention at 12 and 24 months (P = 0·009; PFDR = 0·05 and P = 0·04; PFDR = 0·12 respectively). Transfer intervals <6 months were associated with smaller households (P = 0·02; PFDR = 0·06) and households with fewer children (P = 0·02; PFDR = 0·06). Having a working parent was associated with less retention in adult care at 12 and 24 months (P = 0·01; P = 0·02 respectively). Lower IQ, verbal comprehension, attention difficulties and environmental factors may negatively impact transition outcomes. Neurocognitive function should be considered in transition planning for youth with SCD.
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Affiliation(s)
| | - Marita Partanen
- Princess Maxima Center for Pediatric Oncology, Heidelberglaan, The Netherlands
| | - Jerlym S Porter
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Pradeep S B Podila
- Methodist Comprehensive Sickle Cell Center, Methodist University Hospital, Memphis, TN, USA
| | - Jason R Hodges
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Allison A King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO, USA
| | - Winfred C Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane E Schreiber
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Xiwen Zhao
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lisa M Jacola
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
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McLeod C, Gout AM, Zhou X, Thrasher A, Rahbarinia D, Brady SW, Macias M, Birch K, Finkelstein D, Sunny J, Mudunuri R, Orr BA, Treadway M, Davidson B, Ard TK, Chiao A, Swistak A, Wiggins S, Foy S, Wang J, Sioson E, Wang S, Michael JR, Liu Y, Ma X, Patel A, Edmonson MN, Wilkinson MR, Frantz AM, Chang TC, Tian L, Lei S, Islam SMA, Meyer C, Thangaraj N, Tater P, Kandali V, Ma S, Nguyen T, Serang O, McGuire I, Robison N, Gentry D, Tang X, Palmer LE, Wu G, Suh E, Tanner L, McMurry J, Lear M, Pappo AS, Wang Z, Wilson CL, Cheng Y, Meshinchi S, Alexandrov LB, Weiss MJ, Armstrong GT, Robison LL, Yasui Y, Nichols KE, Ellison DW, Bangur C, Mullighan CG, Baker SJ, Dyer MA, Miller G, Newman S, Rusch M, Daly R, Perry K, Downing JR, Zhang J. St. Jude Cloud: A Pediatric Cancer Genomic Data-Sharing Ecosystem. Cancer Discov 2021; 11:1082-1099. [PMID: 33408242 DOI: 10.1158/2159-8290.cd-20-1230] [Citation(s) in RCA: 101] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/17/2020] [Accepted: 12/14/2020] [Indexed: 02/07/2023]
Abstract
Effective data sharing is key to accelerating research to improve diagnostic precision, treatment efficacy, and long-term survival in pediatric cancer and other childhood catastrophic diseases. We present St. Jude Cloud (https://www.stjude.cloud), a cloud-based data-sharing ecosystem for accessing, analyzing, and visualizing genomic data from >10,000 pediatric patients with cancer and long-term survivors, and >800 pediatric sickle cell patients. Harmonized genomic data totaling 1.25 petabytes are freely available, including 12,104 whole genomes, 7,697 whole exomes, and 2,202 transcriptomes. The resource is expanding rapidly, with regular data uploads from St. Jude's prospective clinical genomics programs. Three interconnected apps within the ecosystem-Genomics Platform, Pediatric Cancer Knowledgebase, and Visualization Community-enable simultaneously performing advanced data analysis in the cloud and enhancing the Pediatric Cancer knowledgebase. We demonstrate the value of the ecosystem through use cases that classify 135 pediatric cancer subtypes by gene expression profiling and map mutational signatures across 35 pediatric cancer subtypes. SIGNIFICANCE: To advance research and treatment of pediatric cancer, we developed St. Jude Cloud, a data-sharing ecosystem for accessing >1.2 petabytes of raw genomic data from >10,000 pediatric patients and survivors, innovative analysis workflows, integrative multiomics visualizations, and a knowledgebase of published data contributed by the global pediatric cancer community.This article is highlighted in the In This Issue feature, p. 995.
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Affiliation(s)
- Clay McLeod
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Alexander M Gout
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Xin Zhou
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Andrew Thrasher
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Delaram Rahbarinia
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Samuel W Brady
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Michael Macias
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kirby Birch
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - David Finkelstein
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Jobin Sunny
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Rahul Mudunuri
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Brent A Orr
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Madison Treadway
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | | | | | - Arthur Chiao
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Andrew Swistak
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Stephanie Wiggins
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Scott Foy
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Jian Wang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Edgar Sioson
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Shuoguo Wang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - J Robert Michael
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yu Liu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Aman Patel
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Michael N Edmonson
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Mark R Wilkinson
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Andrew M Frantz
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Ti-Cheng Chang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Liqing Tian
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Shaohua Lei
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - S M Ashiqul Islam
- Department of Cellular and Molecular Medicine and Department of Bioengineering, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | | | | | | | | | | | | | | | - Irina McGuire
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Nedra Robison
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Darrell Gentry
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Xing Tang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Lance E Palmer
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Gang Wu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Ed Suh
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Leigh Tanner
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - James McMurry
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Matthew Lear
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Alberto S Pappo
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Zhaoming Wang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.,Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Carmen L Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yong Cheng
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Soheil Meshinchi
- Fred Hutchinson Cancer Research Center Professor of Pediatrics, University of Washington School of Medicine, Seattle, Washington
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine and Department of Bioengineering, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Mitchell J Weiss
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kim E Nichols
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - David W Ellison
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | | | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Suzanne J Baker
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Michael A Dyer
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | | | - Scott Newman
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Michael Rusch
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | | | - Keith Perry
- Department of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.
| | - James R Downing
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee.
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
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Lebensburger JD, Gossett J, Zahr R, Wang WC, Ataga KI, Estepp JH, Kang G, Hankins JS. High bias and low precision for estimated versus measured glomerular filtration rate in pediatric sickle cell anemia. Haematologica 2021; 106:295-298. [PMID: 32107332 PMCID: PMC7776243 DOI: 10.3324/haematol.2019.242156] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
| | - Jeffrey Gossett
- Department of Biostatistics, St. Jude Children Research Hospital, Memphis
| | - Rima Zahr
- Pediatric Nephrology and Hypertension, University of Tennessee Health Science Center at Memphis
| | - Winfred C Wang
- Department of Hematology, St. Jude Children Research Hospital, Memphis
| | - Kenneth I Ataga
- Center for Sickle Cell Disease, University of Tennessee Health Science Center at Memphis
| | - Jeremie H Estepp
- Department of Hematology, St. Jude Children Research Hospital, Memphis
| | - Guolian Kang
- St Jude Childrens Research Hospital, Memphis, TN
| | - Jane S Hankins
- Department of Hematology, St. Jude Children Research Hospital, Memphis, TN
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Influence of Nutrition on Disease Severity and Health-related Quality of Life in Adults with Sickle Cell Disease: A Prospective Study. Mediterr J Hematol Infect Dis 2021; 13:e2021007. [PMID: 33489046 PMCID: PMC7813275 DOI: 10.4084/mjhid.2021.007] [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] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 12/08/2020] [Indexed: 11/08/2022] Open
Abstract
Background & Aims Sickle cell disease (SCD), a genetic disorder resulting from the presence of a mutated hemoglobin S (HbS), has a worldwide distribution and causes significant morbidity and mortality in children and adults. Few studies addressed the determinants of SCD severity in adults; therefore, we investigated the impact of nutrition on the outcome of SCD and health-related quality of life (HRQoL) in adult patients. Methods In this longitudinal study, we recruited and prospectively followed 62 adults with SCD (aged ≥18 years) for a median of 93 months. At entry and follow-up, patients provided medical and dietary history, had a physical examination and anthropometric measurements, assessed protein-energy intake, measurement of micronutrient levels, estimation of SCD severity score, and determination of the HRQoL (SF-26v2). The study outcome was a composite of hospitalization due to SCD crises or death. Results At baseline, 42 (67.74%) patients had macro and, or micro-undernutrition (Group A), and 20 (32.26%) were well nourished. (Group B). The BMI and most anthropometric measurements were significantly lower in SCD patients compared to control subjects. Seventy percent of SCD patients had vitamin D, vitamin B12, and zinc deficiencies. Thirty-six under-nourished patients (86%) had gastrointestinal disorders. During follow-up, 46 patients (74.19%) developed one or more vaso-occlusive pain crises or other SCD related complications that required hospitalization. Significant differences in most SF-36v2 domains existed between well-nourished and undernourished SCD patients. Protein-energy and micronutrient deficiencies were independent predictors of severe SCD and mortality. Correction of undernutrition and hydroxyurea therapy improved SCD severity scores and HRQoL. Conclusions Patients with sickle cell disease have various degrees of macro and micro deficiencies, which increase SCD severity and hospitalizations and reduce the health-related quality of life. Early diagnosis and prompt correction of macro and micronutrient deficiencies need to be incorporated in the standard of care of SCD patients to improve the disease outcomes.
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45
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Alberts NM, Kang G, Li C, Richardson PA, Hodges J, Hankins JS, Klosky JL. Pain in Youth With Sickle Cell Disease: A Report From the Sickle Cell Clinical Research and Intervention Program. Clin J Pain 2021; 37:43-50. [PMID: 33093339 DOI: 10.1097/ajp.0000000000000889] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Pain is prevalent among youth with sickle cell disease (SCD). However, previous research has been limited by small sample sizes and lacked examinations of developmental differences in pain, which are critical to minimizing the development of chronic pain as youth transition into adulthood. The primary aim of the current study was to compare pain and pain interference across 4 developmental groups in a large sample of youth with SCD. The secondary aim was to identify risk factors for greater pain and pain interference. MATERIALS AND METHODS Utilizing a cross-sectional study design, the expression and predictors of pain and pain interference were compared across 4 developmental stages: toddlers/preschoolers (2 to 4 y), school-aged children (5 to 7 y), preadolescents (8 to 12 y), and adolescents (13 to 18 y). Participants included 386 youth with SCD and their caregivers. RESULTS Caregiver-reported pain and pain interference and youth-reported pain interference increased across developmental groups and plateaued approaching adolescence (multivariate analyses of variance P=0.002 for pain and P<0.001 for pain interference). Elevated fatigue, anxiety, and perceived difficulties with pain management were the most robust predictors of higher youth- and caregiver-reported pain (βs ranging from 0.15 to 0.68; P<0.001) and pain interference (βs ranging from 0.18 to 0.64; P<0.001). DISCUSSION Disease and treatment-related variables were not associated with pain. Self-reported pain was elevated in older versus younger developmental groups and was largely linked to anxiety, fatigue, and perceptions of pain management, thus highlighting the modifiable nature of factors influencing pain among youth with SCD.
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Affiliation(s)
- Nicole M Alberts
- Departments of Psychology
- Department of Psychology, Concordia University, Montréal, QC, Canada
| | | | | | - Patricia A Richardson
- Departments of Psychology
- Departments of Pediatric Psychology and Pediatric Pain and Palliative Medicine, Helen DeVos Children's Hospital, Grand Rapids
- Department of Pediatrics and Human Development, Michigan State University College of Human Medicine, East Lansing, MI
| | - Jason Hodges
- Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jane S Hankins
- Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - James L Klosky
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
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Glassberg JA, Linton EA, Burson K, Hendershot T, Telfair J, Kanter J, Gordeuk VR, King AA, Melvin CL, Shah N, Hankins JS, Epié AY, Richardson LD. Publication of data collection forms from NHLBI funded sickle cell disease implementation consortium (SCDIC) registry. Orphanet J Rare Dis 2020; 15:178. [PMID: 32635939 PMCID: PMC7341606 DOI: 10.1186/s13023-020-01457-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 06/29/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Sickle cell disease (SCD) is an autosomal recessive blood disorder affecting approximately 100,000 Americans and 3.1 million people globally. The scarcity of relevant knowledge and experience with rare diseases creates a unique need for cooperation and infrastructure to overcome challenges in translating basic research advances into clinical advances. Despite registry initiatives in SCD, the unavailability of descriptions of the selection process and copies of final data collection tools, coupled with incomplete representation of the SCD population hampers further research progress. This manuscript describes the SCDIC (Sickle Cell Disease Implementation Consortium) Registry development and makes the SCDIC Registry baseline and first follow-up data collection forms available for other SCD research efforts. RESULTS Study data on 2400 enrolled patients across eight sites was stored and managed using Research Electronic Data Capture (REDCap). Standardized data collection instruments, recruitment and enrollment were refined through consensus of consortium sites. Data points included measures taken from a variety of validated sources (PHENX, PROMIS and others). Surveys were directly administered by research staff and longitudinal follow-up was coordinated through the DCC. Appended registry forms track medical records, event-related patient invalidation, pregnancy, lab reporting, cardiopulmonary and renal functions. CONCLUSIONS The SCDIC Registry strives to provide an accurate, updated characterization of the adult and adolescent SCD population as well as standardized, validated data collecting tools to guide evidence-based research and practice.
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Affiliation(s)
- Jeffrey A Glassberg
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1620, New York, NY, 10029, USA.
| | - Elizabeth A Linton
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1620, New York, NY, 10029, USA
| | - Katrina Burson
- RTI International, Research Triangle Park, Durham, NC, USA
| | | | - Joseph Telfair
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, GA, USA
| | - Julie Kanter
- Division of Hematology & Oncology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Victor R Gordeuk
- Division of Pediatric Hematology-Oncology, University of Illinois at Chicago, Chicago, IL, USA
| | - Allison A King
- School of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Cathy L Melvin
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Nirmish Shah
- Division of Hematology, Duke University School of Medicine, Durham, NC, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Axel Yannick Epié
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1620, New York, NY, 10029, USA
| | - Lynne D Richardson
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1620, New York, NY, 10029, USA
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Alberts NM, Badawy SM, Hodges J, Estepp JH, Nwosu C, Khan H, Smeltzer MP, Homayouni R, Norell S, Klesges L, Porter JS, Hankins JS. Development of the InCharge Health Mobile App to Improve Adherence to Hydroxyurea in Patients With Sickle Cell Disease: User-Centered Design Approach. JMIR Mhealth Uhealth 2020; 8:e14884. [PMID: 32383683 PMCID: PMC7245000 DOI: 10.2196/14884] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 10/31/2019] [Accepted: 01/26/2020] [Indexed: 12/31/2022] Open
Abstract
Background Sickle cell disease (SCD) is an inherited blood disorder causing acute complications and chronic progressive end organ damage. SCD is associated with significant morbidity, early mortality, impaired health-related quality of life, and increased acute health care utilization. Hydroxyurea is a US Food and Drug Administration–approved medication that reduces disease complications, acute health care utilization, and costs. However, adherence to hydroxyurea is suboptimal. Mobile health (mHealth) interventions have the potential to improve hydroxyurea adherence, but few examples exist that are specific to the SCD population. Objective This study aimed to design a mHealth intervention for individuals with SCD to improve adherence to hydroxyurea, using a user-centered design that was informed by specific barriers to hydroxyurea adherence and utilization in this population. Methods This study consisted of 4 phases. In phase 1, individuals with SCD and health care providers participated in an optimization digital workshop. In phase 2, patients completed surveys pertaining to their interest in mHealth use, barriers and facilitators to hydroxyurea use, and health literacy. Phases 3 and 4 involved semistructured interviews and focus groups, respectively, and used the Health Belief Model (HBM) as the framework to investigate drivers of poor hydroxyurea adherence and to inform the development of an app prototype. In addition, in phase 4, we have incorporated the patients’ feedback on the preliminary app prototype and its features. Results Barriers to hydroxyurea adherence were consistent with the literature and included forgetfulness and several specific thoughts and emotions associated with hydroxyurea use (eg, fear of side effects, depression, stigma, and hopelessness). In addition, more than half of the participants reported potentially low health literacy. Preferred patient app features included 7 key components, namely (1) medication reminders and tracker, (2) disease education, (3) communication, (4) personalization, (5) motivation, (6) support during pain episodes, and (7) social support. Utilizing a user-centered design approach, data obtained from patients and providers were translated into features within the app, mapping to components of the HBM and the specific drivers of hydroxyurea adherence and matching the literacy level of the population, resulting in the development of a novel mobile app called InCharge Health. Conclusions The InCharge Health app is an mHealth intervention developed with substantial input from users and by mapping the HBM as the framework that guided the choice for its components. InCharge Health is a customized product for the SCD population aimed at optimizing medication adherence, with the end goal of improving quality of life and health outcomes among patients with SCD. The efficacy and implementation of the InCharge Health app as an mHealth intervention to promote hydroxyurea adherence will be tested in a future stepped-wedge multicenter trial for adolescents and adults with SCD.
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Affiliation(s)
- Nicole M Alberts
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Sherif M Badawy
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
| | - Jason Hodges
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Jeremie H Estepp
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Chinonyelum Nwosu
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.,Methodist Health Care, Memphis, TN, United States
| | - Hamda Khan
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.,Methodist Health Care, Memphis, TN, United States
| | - Matthew P Smeltzer
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN, United States
| | - Ramin Homayouni
- Department of Foundational Medical Studies, William Beaumont School of Medicine, Oakland University, Rochester, MI, United States
| | - Sarah Norell
- University of Illinois Health, Institute for Healthcare Delivery Design, Chicago, IL, United States
| | - Lisa Klesges
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN, United States
| | - Jerlym S Porter
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Jane S Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.,Methodist Health Care, Memphis, TN, United States
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Ali JS, Andrasik F, Berlin KS, Porter J, Hankins J, Anderson S, Schreiber JE. Attention difficulties are associated with lower engagement in adult care amongst youth with sickle cell disease. Br J Haematol 2020; 189:e27-e30. [PMID: 32103490 DOI: 10.1111/bjh.16421] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Jeanelle S Ali
- Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | | | - Jerlym Porter
- Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane Hankins
- Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sheila Anderson
- Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane E Schreiber
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Partanen M, Kang G, Wang WC, Krull K, King AA, Schreiber JE, Porter JS, Hodges J, Hankins JS, Jacola LM. Association between hydroxycarbamide exposure and neurocognitive function in adolescents with sickle cell disease. Br J Haematol 2020; 189:1192-1203. [PMID: 32103506 DOI: 10.1111/bjh.16519] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 01/10/2020] [Indexed: 12/14/2022]
Abstract
Patients with sickle cell disease (SCD) are at increased risk for neurocognitive impairments. While disease-modifying treatment, such as hydroxycarbamide (hydroxyurea), may decrease this risk, it has not been systematically investigated in children with SCD. We screened neurocognitive functioning in 103 adolescents with SCD (16-17 years, 50% female) and compared outcomes between patients with a history of exposure to hydroxycarbamide (n = 12 HbSC/HbSβ+ thalassaemia; n = 52 HbSS/HbSβ0 thalassaemia) and those never treated with hydroxycarbamide (n = 31 HbSC/HbSβ+ thalassaemia; n = 8 HbSS/HbSβ0 thalassaemia). Demographic distributions were similar between the groups. After adjusting for socioeconomic status, the hydroxycarbamide group had significantly higher scores on nonverbal IQ (HbSC/HbSβ thalassaemia: P = 0·036, effect size [d] = 0·65), reaction speed (HbSS/HbSβ0 thalassaemia: P = 0·002, d = 1·70), sustained attention (HbSS/HbSβ0 thalassaemia: P = 0·014, d = 1·30), working memory (HbSC/HbSβ+ thalassaemia: P = 0·034, d = 0·71) and verbal memory (HbSC/HbSβ+ thalassaemia: P = 0·038, d = 0·84) when compared to those who did not receive hydroxycarbamide. In patients with HbSS/HbSβ0 thalassaemia, longer treatment duration with hydroxycarbamide was associated with better verbal memory (P = 0·009) and reading (P = 0·002). Markers of hydroxycarbamide effect, including higher fetal haemoglobin (HbF), higher mean corpuscular volume (MCV) and lower white blood cell count (WBC), were associated with better verbal fluency (HbF: P = 0·014, MCV: P = 0·006, WBC: P = 0·047) and reading (MCV: P = 0·021, WBC: P = 0·037). Cognitive impairment may be mitigated by exposure to hydroxycarbamide in adolescents with SCD.
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Affiliation(s)
- Marita Partanen
- Departments of, Department of, Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guolian Kang
- Department of, Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Winfred C Wang
- Department of, Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kevin Krull
- Department of, Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Allison A King
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO, USA
| | - Jane E Schreiber
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jerlym S Porter
- Departments of, Department of, Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jason Hodges
- Department of, Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jane S Hankins
- Department of, Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lisa M Jacola
- Departments of, Department of, Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
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50
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Saulsberry AC, Hodges JR, Cole A, Porter JS, Hankins J. Web-Based Technology to Improve Disease Knowledge Among Adolescents With Sickle Cell Disease: Pilot Study. JMIR Pediatr Parent 2020; 3:e15093. [PMID: 31909718 PMCID: PMC6996770 DOI: 10.2196/15093] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 09/27/2019] [Accepted: 10/20/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Advancements in treatment have contributed to increased survivorship among children with sickle cell disease (SCD). Increased transition readiness, encompassing disease knowledge and self-management skills before transfer to adult care, is necessary to ensure optimal health outcomes. The Sickle Cell Transition E-Learning Program (STEP) is a public, Web-based, 6-module tool designed to increase transition readiness for youth with SCD. OBJECTIVE The objective of our study was to investigate the participation rate of youth with SCD in STEP and its association with transition readiness. METHODS This was a single-center, Institution Review Board-approved, retrospective cohort review. A total of 183 youths with SCD, aged between 12 and 15 years, were offered STEP as an adjunct to in-clinic disease education sessions. Participation rate (number of patients who used at least one STEP module divided by those approached) was calculated. The association among the number of STEP modules completed, disease knowledge, and self-management was explored. RESULTS Overall, 53 of the 183 approached adolescents completed at least one STEP module, yielding a participation rate in STEP of 29.0%. Of the 53 participants, 37 and 39 adolescents had disease knowledge and self-management confidence rating available, respectively. A positive correlation (r=0.47) was found between the number of STEP modules completed and disease knowledge scores (P=.003). No association was found between the number of modules completed and self-management confidence ratings. Disease knowledge scores were significantly higher among participants who completed ≥3 STEP modules compared with those who completed <3 STEP modules (U=149.00; P=.007). CONCLUSIONS Improvement in disease knowledge in adolescence is critical to ensure the youth's ability to self-care during the period of transition to adult care. Despite low participation, the cumulative exposure to the STEP program suggested greater promotion of disease knowledge among adolescents with SCD before transfer to adult care.
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Affiliation(s)
- Anjelica C Saulsberry
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Jason R Hodges
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Audrey Cole
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Jerlym S Porter
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Jane Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
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