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Wakschlag LS, MacNeill LA, Pool LR, Smith JD, Adam H, Barch DM, Norton ES, Rogers CE, Ahuvia I, Smyser CD, Luby JL, Allen NB. Predictive Utility of Irritability "In Context": Proof-of-Principle for an Early Childhood Mental Health Risk Calculator. J Clin Child Adolesc Psychol 2024; 53:231-245. [PMID: 36975800 PMCID: PMC10533737 DOI: 10.1080/15374416.2023.2188553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
OBJECTIVE We provide proof-of-principle for a mental health risk calculator advancing clinical utility of the irritability construct for identification of young children at high risk for common, early onsetting syndromes. METHOD Data were harmonized from two longitudinal early childhood subsamples (total N = 403; 50.1% Male; 66.7% Nonwhite; Mage = 4.3 years). The independent subsamples were clinically enriched via disruptive behavior and violence (Subsample 1) and depression (Subsample 2). In longitudinal models, epidemiologic risk prediction methods for risk calculators were applied to test the utility of the transdiagnostic indicator, early childhood irritability, in the context of other developmental and social-ecological indicators to predict risk of internalizing/externalizing disorders at preadolescence (Mage = 9.9 years). Predictors were retained when they improved model discrimination (area under the receiver operating characteristic curve [AUC] and integrated discrimination index [IDI]) beyond the base demographic model. RESULTS Compared to the base model, the addition of early childhood irritability and adverse childhood experiences significantly improved the AUC (0.765) and IDI slope (0.192). Overall, 23% of preschoolers went on to develop a preadolescent internalizing/externalizing disorder. For preschoolers with both elevated irritability and adverse childhood experiences, the likelihood of an internalizing/externalizing disorder was 39-66%. CONCLUSIONS Predictive analytic tools enable personalized prediction of psychopathological risk for irritable young children, holding transformative potential for clinical translation.
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Affiliation(s)
- Lauren S. Wakschlag
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
| | - Leigha A. MacNeill
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
| | - Lindsay R. Pool
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Justin D. Smith
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine at University of Utah, Salt Lake City, UT
| | - Hubert Adam
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Deanna M. Barch
- Department of Psychological and Brain Sciences, Washington University in St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Elizabeth S. Norton
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Cynthia E. Rogers
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Isaac Ahuvia
- Department of Clinical Psychology, Stony Brook University, Stony Brook, NY
| | - Christopher D. Smyser
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Joan L. Luby
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Norrina B. Allen
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
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Zhang Y, MacNeill LA, Edwards RC, Burns JL, Zola AR, Poleon RB, Nili AN, Giase GM, Ahrenholtz RM, Wiggins JL, Norton ES, Wakschlag LS. Developmental Trajectories of Irritability across the Transition to Toddlerhood: Associations with Effortful Control and Psychopathology. Res Child Adolesc Psychopathol 2024; 52:125-139. [PMID: 37410219 DOI: 10.1007/s10802-023-01098-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/18/2023] [Indexed: 07/07/2023]
Abstract
Preschool-age irritability is a transdiagnostic marker of internalizing and externalizing problems. However, researchers have generally been reluctant to examine irritability within a clinically salient framework at younger ages due to some instability during the "terrible twos" period. Developmentally sensitive and dense measurements to capture intra- and inter-individual variability, as well as exploration of developmental processes that predict change, are needed. This study aimed to examine (1) the trajectories of irritability at the transition to toddlerhood (12-24 months of age) using repeated measures, (2) whether effortful control was associated with individual differences in level and growth rate of irritability, and (3) whether individual differences in the irritability trajectories were associated with later psychopathology. Families were recruited when the child was 12-18 months old (N = 333, 45.65% female). Mothers reported on their toddler's irritability at baseline and every two months until a follow-up laboratory assessment approximately one year later. Effortful control was measured at baseline. Clinical internalizing/externalizing symptoms were measured at the follow-up assessment. Hierarchical linear models revealed an increase in irritability over time, yet there was relatively little within-person variability. Effortful control was only associated with the level of irritability and not growth rate. Level of irritability was associated with internalizing, externalizing, and combined symptoms, but growth rate was not. Findings suggest intraindividual stability in irritability at the transition to toddlerhood and the possibility that screening for elevated irritability at toddler age is meaningful.
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Affiliation(s)
- Yudong Zhang
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.
| | - Leigha A MacNeill
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Renee C Edwards
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - James L Burns
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Anne R Zola
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Roshaye B Poleon
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Amanda N Nili
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Gina M Giase
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Rachel M Ahrenholtz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jillian Lee Wiggins
- Department of Psychology, San Diego State University, San Diego, USA
- San Diego State University, University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, USA
| | - Elizabeth S Norton
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
| | - Lauren S Wakschlag
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
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3
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Zarubin VC, Damme KSF, Vargas T, Osborne KJ, Norton ES, Briggs-Gowan M, Allen NB, Wakschlag L, Mittal VA. Neurodevelopmental vulnerability to psychosis: developmentally-based methods enable detection of early life inhibitory control deficits that predict psychotic-like experiences at the transition to adolescence. Psychol Med 2023; 53:7746-7755. [PMID: 37395596 PMCID: PMC10761594 DOI: 10.1017/s003329172300171x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
BACKGROUND Inhibitory control develops in early childhood, and atypical development may be a measurable marker of risk for the later development of psychosis. Additionally, inhibitory control may be a target for intervention. METHODS Behavioral performance on a developmentally appropriate Go/No-Go task including a frustration manipulation completed by children ages 3-5 years (early childhood; n = 107) was examined in relation to psychotic-like experiences (PLEs; 'tween'; ages 9-12), internalizing symptoms, and externalizing symptoms self-reported at long-term follow-up (pre-adolescence; ages 8-11). ERP N200 amplitude for a subset of these children (n = 34) with electrophysiological data during the task was examined as an index of inhibitory control. RESULTS Children with lower accuracy on No-Go trials compared to Go trials in early childhood (F(1,101) = 3.976, p = 0.049), evidenced higher PLEs at the transition to adolescence 4-9 years later, reflecting a specific deficit in inhibitory control. No association was observed with internalizing or externalizing symptoms. Decreased accuracy during the frustration manipulation predicted higher internalizing, F(2,202) = 5.618, p = 0.004, and externalizing symptoms, F(2,202) = 4.663, p = 0.010. Smaller N200 amplitudes were observed on No-Go trials for those with higher PLEs, F(1,101) = 6.075, p = 0.020; no relationship was observed for internalizing or externalizing symptoms. CONCLUSIONS Long-term follow-up demonstrates for the first time a specific deficit in inhibitory control behaviorally and electrophysiology, for individuals who later report more PLEs. Decreases in task performance under frustration induction indicated risk for internalizing and externalizing symptoms. These findings suggest that pathophysiological mechanisms for psychosis are relevant and discriminable in early childhood, and further, suggest an identifiable and potentially modifiable target for early intervention.
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Affiliation(s)
- Vanessa C Zarubin
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Katherine S F Damme
- Department of Psychology, Northwestern University, Evanston, IL, USA
- Institute for Innovations in Developmental Sciences (DevSci), Northwestern University, Evanston and Chicago, IL, USA
| | - Teresa Vargas
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - K Juston Osborne
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Elizabeth S Norton
- Institute for Innovations in Developmental Sciences (DevSci), Northwestern University, Evanston and Chicago, IL, USA
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
- Department of Communication Sciences & Disorders, School of Communication, Northwestern University, Evanston, IL, USA
| | - Margaret Briggs-Gowan
- Department of Psychiatry, University of Connecticut Health Center, Farmington, CT, USA
| | - Norrina B Allen
- Institute for Innovations in Developmental Sciences (DevSci), Northwestern University, Evanston and Chicago, IL, USA
- Department of Preventative Medicine, Northwestern University, Chicago, IL, USA
| | - Laurie Wakschlag
- Institute for Innovations in Developmental Sciences (DevSci), Northwestern University, Evanston and Chicago, IL, USA
- Department of Psychiatry, Northwestern University, Chicago, IL, USA
- Institute for Policy Research (IPR), Northwestern University, Chicago, IL, USA
| | - Vijay A Mittal
- Department of Psychology, Northwestern University, Evanston, IL, USA
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
- Department of Psychiatry, Northwestern University, Chicago, IL, USA
- Institute for Policy Research (IPR), Northwestern University, Chicago, IL, USA
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4
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Neel ML, Jeanvoine A, Key A, Stark AR, Norton ES, Relland LM, Hay K, Maitre NL. Behavioral and neural measures of infant responsivity increase with maternal multisensory input in non-irritable infants. Brain Behav 2023; 13:e3253. [PMID: 37786238 PMCID: PMC10636412 DOI: 10.1002/brb3.3253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 08/29/2023] [Accepted: 09/06/2023] [Indexed: 10/04/2023] Open
Abstract
INTRODUCTION Parents often use sensory stimulation during early-life interactions with infants. These interactions, including gazing, rocking, or singing, scaffold child development. Previous studies have examined infant neural processing during highly controlled sensory stimulus presentation paradigms. OBJECTIVE In this study, we investigated infant behavioral and neural responsiveness during a mother-child social interaction during which the mother provided infant stimulation with a progressive increase in the number of sensory modalities. METHODS We prospectively collected and analyzed video-coded behavioral interactions and electroencephalogram (EEG) frontal asymmetry (FAS) from infants (n = 60) at 2-4 months born at ≥ 34 weeks gestation. As the number of sensory modalities progressively increased during the interaction, infant behaviors of emotional connection in facial expressiveness, sensitivity to mother, and vocal communication increased significantly. Conversely, infant FAS for the entire cohort did not change significantly. However, when we accounted for infant irritability, both video-coded behaviors and EEG FAS markers of infant responsiveness increased across the interaction in the non-irritable infants. The non-irritable infants (49%) demonstrated positive FAS, indicating readiness to engage with, rather than to withdraw from, multisensory but not unisensory interactions with their mothers. RESULTS These results suggest that multisensory input from mothers is associated with greater infant neural approach state and highlight the importance of infant behavioral state during neural measures of infant responsiveness.
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Affiliation(s)
- Mary Lauren Neel
- Department of Pediatrics & NeonatologyEmory University School of Medicine & Children's Healthcare of AtlantaAtlanta, GAUSA
| | - Arnaud Jeanvoine
- The Abigail Wexner Research Institute at Nationwide Children's HospitalColumbus, OHUSA
| | | | - Ann R. Stark
- Department of Pediatrics & NeonatologyBeth Israel Deaconess Medical Center & Harvard Medical SchoolBoston, MAUSA
| | | | - Lance M. Relland
- The Abigail Wexner Research Institute at Nationwide Children's HospitalColumbus, OHUSA
- Department of Anesthesiology & Pain MedicineNationwide Children's Hospital & The Ohio State UniversityColumbus, OHUSA
| | - Krystal Hay
- The Abigail Wexner Research Institute at Nationwide Children's HospitalColumbus, OHUSA
| | - Nathalie L. Maitre
- Department of Pediatrics & NeonatologyEmory University School of Medicine & Children's Healthcare of AtlantaAtlanta, GAUSA
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McDermott CL, Norton ES, Mackey AP. A systematic review of interventions to ameliorate the impact of adversity on brain development. Neurosci Biobehav Rev 2023; 153:105391. [PMID: 37708920 DOI: 10.1016/j.neubiorev.2023.105391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 06/13/2023] [Accepted: 09/10/2023] [Indexed: 09/16/2023]
Abstract
Adversity, including abuse, neglect, and poverty, impacts child brain development. However, the developing brain is highly plastic, and some of the impacts of childhood adversity may be mitigated by psychosocial interventions. The purpose of this review is to synthesize literature on neural outcomes of childhood interventions among individuals exposed to adversity. A systematic literature search identified 36 reports of 13 interventions. Overall, these studies provide evidence for experience-dependent plasticity in the developing brain. We synthesize studies in light of three themes. First, there was mixed evidence for a benefit of a younger age at intervention. Second, interventions tended to accelerate functional brain development, but the impact of interventions on the pace of structural brain development was less clear. Third, individual differences in intervention response were difficult to predict, in part due to small samples. However, there was significant variability in intervention type and timing, neuroimaging outcomes, and follow-up timing. Together, the studies reviewed here hold promise for the role of psychosocial interventions in ameliorating the neurodevelopmental consequences of childhood adversity.
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Affiliation(s)
- Cassidy L McDermott
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, United States.
| | - Elizabeth S Norton
- Department of Communication Sciences and Disorders, Department of Medical Social Sciences, and Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, IL, United States
| | - Allyson P Mackey
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, United States
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6
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Roberts MY, Sone BJ, Jones MK, Standley M, Conner T, Lee ED, Norton ES, Roman J, Speights M, Young R, Weisleder A. What the Evidence Does (and Does Not) Show for the Centers for Disease Control and Prevention Child Development Milestones: An Illustrative Example Using Expressive Vocabulary. J Speech Lang Hear Res 2023; 66:3622-3632. [PMID: 37536464 DOI: 10.1044/2023_jslhr-23-00020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
PURPOSE Child development milestones are a critical tool for pediatricians and caregivers to use for developmental surveillance. Following review and selection by a panel of subject matter experts, the Centers for Disease Control and Prevention (CDC) published a revised list of milestones across multiple domains of development. Using expressive vocabulary, a key indicator of language development, as an illustrative example, the purpose of this brief review is to evaluate the evidence used to establish the CDC developmental milestones and determine whether the samples used to establish these milestones are representative of U.S. children. METHOD Authors reviewed the methods and evidence cited to determine the CDC milestones. First, authors identified each language/communication milestone that measured expressive vocabulary as number of words, followed by review of the sources cited in support of each extracted milestone. Then, data related to both milestones and sample characteristics were extracted and compiled as well as compared with data from a validated parent report measure of expressive vocabulary, the MacArthur-Bates Communication Development Inventories. RESULTS Results indicated that evidence was conflicting, misaligned, or missing for the selected CDC expressive vocabulary milestones. This review also indicated that the samples used to determine the selected CDC expressive vocabulary milestones are not representative of U.S. children. CONCLUSION The striking paucity of evidence supporting the new CDC milestones for expressive vocabulary illustrates the critical need for future research in this area to establish more accurate milestones for U.S. children, with a focus on culturally inclusive large-scale data.
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Affiliation(s)
- Megan Y Roberts
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Bailey J Sone
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Maranda K Jones
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Murielle Standley
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Tracy Conner
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - E Debbie Lee
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Elizabeth S Norton
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Judith Roman
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Marisha Speights
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Rylie Young
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Adriana Weisleder
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
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7
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Mues M, Zuk J, Norton ES, Gabrieli JDE, Hogan TP, Gaab N. Preliteracy Skills Mediate the Relation Between Early Speech Sound Production and Subsequent Reading Outcomes. J Speech Lang Hear Res 2023; 66:2766-2782. [PMID: 37473736 PMCID: PMC10555467 DOI: 10.1044/2023_jslhr-22-00142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 10/14/2022] [Accepted: 04/19/2023] [Indexed: 07/22/2023]
Abstract
PURPOSE Learning to read is a complex, multifaceted process that relies on several speech and language-related subskills. Individual differences in word reading outcomes are indicated among children with inaccurate speech sound productions, with some of these children developing later reading difficulties. There are inconsistent reports as to whether phonological deficits and/or weaknesses in oral language explain these subsequent reading difficulties. Thus, it remains unclear how variability in speech production accuracy in early childhood may impact reading development. Therefore, the present longitudinal study seeks to clarify the relation between speech sound production accuracy in kindergarten and subsequent reading outcomes with a focus on additional potential mediating factors. METHOD Speech accuracy, core preliteracy skills (phonological awareness, rapid naming, and letter-name knowledge), and additional potential mediators (phonological memory and oral language abilities) were characterized at the start of formal reading instruction. Word reading, decoding, reading fluency, and comprehension were assessed at the end of second grade. Mediation analyses were conducted to examine factors that mediate the relation between speech accuracy in kindergarten and subsequent reading outcomes. RESULTS Initial associations between early speech sound production accuracy and subsequent reading outcomes were indicated; however, mediation effects of preliteracy skills (phonological awareness and letter-name knowledge) were identified for word reading, decoding, and reading fluency outcomes. For reading comprehension, mediation effects of preliteracy and vocabulary skills were observed. CONCLUSIONS The relation between speech sound production accuracy and subsequent word reading, decoding, reading fluency, and comprehension was observed to be mediated by preliteracy skills, specifically phonological awareness and letter-name knowledge. For reading comprehension only, vocabulary knowledge were of additional importance. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.23671491.
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Affiliation(s)
| | - Jennifer Zuk
- Harvard Graduate School of Education, Cambridge, MA
- Department of Speech, Language & Hearing Sciences, Boston University, MA
| | - Elizabeth S. Norton
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - John D. E. Gabrieli
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
| | - Tiffany P. Hogan
- Department of Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, MA
| | - Nadine Gaab
- Harvard Graduate School of Education, Cambridge, MA
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Shah SK, Perez-Cardona L, Helner K, Massey SH, Premkumar A, Edwards R, Norton ES, Rogers CE, Miller ES, Smyser CD, Davis MM, Wakschlag LS. How penalizing substance use in pregnancy affects treatment and research: a qualitative examination of researchers' perspectives. J Law Biosci 2023; 10:lsad019. [PMID: 37435609 PMCID: PMC10332932 DOI: 10.1093/jlb/lsad019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 05/16/2023] [Accepted: 06/05/2023] [Indexed: 07/13/2023]
Abstract
Introduction Laws regulating substance use in pregnancy are changing and may have unintended consequences on scientific efforts to address the opioid epidemic. Yet, how these laws affect care and research is poorly understood. Methods We conducted semi-structured qualitative interviews using purposive and snowball sampling of researchers who have engaged pregnant people experiencing substance use. We explored views on laws governing substance use in pregnancy and legal reform possibilities. Interviews were double coded. Data were examined using thematic analysis. Results We interviewed 22 researchers (response rate: 71 per cent) and identified four themes: (i) harms of punitive laws, (ii) negative legal impacts on research, (iii) proposals for legal reform, and (iv) activism over time. Discussion Researchers view laws penalizing substance use during pregnancy as failing to treat addiction as a disease and harming pregnant people and families. Respondents routinely made scientific compromises to protect participants. While some have successfully advocated for legal reform, ongoing advocacy is needed. Conclusion Adverse impacts from criminalizing substance use during pregnancy extend to research on this common and stigmatized problem. Rather than penalizing substance use in pregnancy, laws should approach addiction as a medical issue and support scientific efforts to improve outcomes for affected families.
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Affiliation(s)
| | - Leishla Perez-Cardona
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Khrystyna Helner
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Suena H Massey
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ashish Premkumar
- Department of Obstetrics & Gynecology, Pritzker School of Medicine, The University of Chicago, Chicago, IL, USA
| | - Renee Edwards
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Elizabeth S Norton
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
| | - Cynthia E Rogers
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Emily S Miller
- Department of Obstetrics and Gynecology, Warren Alpert Medical School of Brown University, Division of Maternal Fetal Medicine, Women & Infants Hospital of Rhode Island, Providence, RI, USA
| | - Christopher D Smyser
- Departments of Neurology, Pediatrics, and Radiology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Matthew M Davis
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern Feinberg School of Medicine, Chicago, IL, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Lauren S Wakschlag
- Department of Pediatrics, Northwestern Feinberg School of Medicine, Chicago, IL, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
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9
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Alex AM, Buss C, Davis EP, Campos GDL, Donald KA, Fair DA, Gaab N, Gao W, Gilmore JH, Girault JB, Grewen K, Groenewold NA, Hankin BL, Ipser J, Kapoor S, Kim P, Lin W, Luo S, Norton ES, O'Connor TG, Piven J, Qiu A, Rasmussen JM, Skeide MA, Stein DJ, Styner MA, Thompson PM, Wakschlag L, Knickmeyer R. Genetic Influences on the Developing Young Brain and Risk for Neuropsychiatric Disorders. Biol Psychiatry 2023; 93:905-920. [PMID: 36932005 PMCID: PMC10136952 DOI: 10.1016/j.biopsych.2023.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 01/09/2023] [Accepted: 01/11/2023] [Indexed: 01/30/2023]
Abstract
Imaging genetics provides an opportunity to discern associations between genetic variants and brain imaging phenotypes. Historically, the field has focused on adults and adolescents; very few imaging genetics studies have focused on brain development in infancy and early childhood (from birth to age 6 years). This is an important knowledge gap because developmental changes in the brain during the prenatal and early postnatal period are regulated by dynamic gene expression patterns that likely play an important role in establishing an individual's risk for later psychiatric illness and neurodevelopmental disabilities. In this review, we summarize findings from imaging genetics studies spanning from early infancy to early childhood, with a focus on studies examining genetic risk for neuropsychiatric disorders. We also introduce the Organization for Imaging Genomics in Infancy (ORIGINs), a working group of the ENIGMA (Enhancing NeuroImaging Genetics through Meta-Analysis) consortium, which was established to facilitate large-scale imaging genetics studies in infancy and early childhood.
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Affiliation(s)
- Ann M Alex
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, Michigan
| | - Claudia Buss
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Medical Psychology, Berlin, Germany; Department of Pediatrics, University of California Irvine, Irvine, California; Development, Health and Disease Research Program, University of California Irvine, Irvine, California
| | - Elysia Poggi Davis
- Department of Pediatrics, University of California Irvine, Irvine, California; Department of Psychology, University of Denver, Denver, Colorado
| | - Gustavo de Los Campos
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, Michigan; Departments of Epidemiology & Biostatistics, Michigan State University, East Lansing, Michigan; Department of Statistics & Probability, Michigan State University, East Lansing, Michigan
| | - Kirsten A Donald
- Division of Developmental Paediatrics, Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa; Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Damien A Fair
- Masonic Institute for the Developing Brain, University of Minnesota Medical School, Minneapolis, Minnesota; Institute of Child Development, College of Education and Human Development, University of Minnesota, Minneapolis, Minnesota; Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota
| | - Nadine Gaab
- Harvard Graduate School of Education, Harvard University, Cambridge, Massachusetts
| | - Wei Gao
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, California; Departments of Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, California
| | - John H Gilmore
- Department of Psychiatry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina
| | - Jessica B Girault
- Department of Psychiatry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina; Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Carrboro, North Carolina
| | - Karen Grewen
- Department of Psychiatry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina
| | - Nynke A Groenewold
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa; South African Medical Research Council Unit on Child and Adolescent Health, University of Cape Town, Cape Town, South Africa; Department of Paediatrics and Child Health, University of Cape Town, Faculty of Health Sciences, Cape Town, South Africa
| | - Benjamin L Hankin
- Psychology Department, University of Illinois Urbana,-Champaign, Illinois
| | - Jonathan Ipser
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Shreya Kapoor
- Research Group Learning in Early Childhood, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Pilyoung Kim
- Department of Psychology, University of Denver, Denver, Colorado
| | - Weili Lin
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Shan Luo
- Department of Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, California; Department of Psychology, University of Southern California, Los Angeles, California; Center for Endocrinology, Diabetes and Metabolism, Children's Hospital Los Angeles, Los Angeles, California
| | - Elizabeth S Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois; Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Thomas G O'Connor
- Departments of Psychiatry, Psychology, Neuroscience, Obstetrics and Gynecology, University of Rochester, Rochester, New York
| | - Joseph Piven
- Department of Psychiatry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina; Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Carrboro, North Carolina
| | - Anqi Qiu
- Department of Biomedical Engineering, National University of Singapore, Singapore; NUS (Suzhou) Research Institute, National University of Singapore, China; the Institute for Health, National University of Singapore, Singapore; School of Computer Engineering and Science, Shanghai University, Shanghai, China; Institute of Data Science, National University of Singapore, Singapore; Department of Biomedical Engineering, the Johns Hopkins University, Baltimore, Maryland
| | - Jerod M Rasmussen
- Department of Pediatrics, University of California Irvine, Irvine, California; Development, Health and Disease Research Program, University of California Irvine, Irvine, California
| | - Michael A Skeide
- Department of Psychiatry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina; Research Group Learning in Early Childhood, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Dan J Stein
- South African Medical Research Council Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, University of Cape Town, Cape Town, South Africa; Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Martin A Styner
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of University of the Sunshine Coast, Marina del Rey, California
| | - Laurie Wakschlag
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Rebecca Knickmeyer
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, Michigan; Department of Pediatrics and Human Development, Michigan State University, East Lansing, Michigan.
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10
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LaTourrette A, Waxman S, Wakschlag LS, Norton ES, Weisleder A. From Recognizing Known Words to Learning New Ones: Comparing Online Speech Processing in Typically Developing and Late-Talking 2-Year-Olds. J Speech Lang Hear Res 2023; 66:1658-1677. [PMID: 36989138 PMCID: PMC10457094 DOI: 10.1044/2023_jslhr-22-00580] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 12/17/2022] [Accepted: 01/16/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE This study examines online speech processing in typically developing and late-talking 2-year-old children, comparing both groups' word recognition, word prediction, and word learning. METHOD English-acquiring U.S. children, from the "When to Worry" study of language and social-emotional development, were identified as typical talkers (n = 67, M age = 27.0 months, SD = 1.4; Study 1) or late talkers (n = 30, M age = 27.0 months, SD = 2.0; Study 2). Children completed an eye-tracking task assessing their ability to recognize both nouns and verbs, to use verbs to predict an upcoming noun's referent, and to use verbs to infer the meaning of novel nouns. RESULTS Both typical and late talkers recognized nouns and verbs and used familiar verbs to predict the referents of upcoming nouns, whether the noun was familiar ("You can eat the apple") or novel ("You can eat the dax"). Late talkers were slower in using familiar nouns to orient to the target and were both slower and less accurate in using familiar verbs to identify the upcoming noun's referent. Notably, however, both groups learned and retained novel word meanings with similar success. CONCLUSIONS Late talkers demonstrated slower lexical processing, especially for verbs. Yet, their success in using familiar verbs to learn novel nouns suggests that, as a group, their slower processing did not impair word learning in this task. This sets the foundation for future work investigating whether these measures predict later language outcomes and can differentiate late talkers with transient delays from those with language disorders.
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Affiliation(s)
| | - Sandra Waxman
- Department of Psychology, Northwestern University, Evanston, IL
- Institute for Policy Research, Northwestern University, Evanston, IL
- Institute for Innovations in Developmental Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Lauren S. Wakschlag
- Institute for Innovations in Developmental Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Elizabeth S. Norton
- Institute for Innovations in Developmental Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Adriana Weisleder
- Institute for Innovations in Developmental Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
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11
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Nielsen AN, Kaplan S, Meyer D, Alexopoulos D, Kenley JK, Smyser TA, Wakschlag LS, Norton ES, Raghuraman N, Warner BB, Shimony JS, Luby JL, Neil JJ, Petersen SE, Barch DM, Rogers CE, Sylvester CM, Smyser CD. Maturation of large-scale brain systems over the first month of life. Cereb Cortex 2023; 33:2788-2803. [PMID: 35750056 PMCID: PMC10016041 DOI: 10.1093/cercor/bhac242] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 04/29/2022] [Accepted: 05/23/2022] [Indexed: 01/14/2023] Open
Abstract
The period immediately after birth is a critical developmental window, capturing rapid maturation of brain structure and a child's earliest experiences. Large-scale brain systems are present at delivery, but how these brain systems mature during this narrow window (i.e. first weeks of life) marked by heightened neuroplasticity remains uncharted. Using multivariate pattern classification techniques and functional connectivity magnetic resonance imaging, we detected robust differences in brain systems related to age in newborns (n = 262; R2 = 0.51). Development over the first month of life occurred brain-wide, but differed and was more pronounced in brain systems previously characterized as developing early (i.e. sensorimotor networks) than in those characterized as developing late (i.e. association networks). The cingulo-opercular network was the only exception to this organizing principle, illuminating its early role in brain development. This study represents a step towards a normative brain "growth curve" that could be used to identify atypical brain maturation in infancy.
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Affiliation(s)
- Ashley N Nielsen
- Corresponding author: 660 S. Euclid, Campus Box 8511, St. Louis, MO, 63110, United States.
| | - Sydney Kaplan
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Dominique Meyer
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Dimitrios Alexopoulos
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Jeanette K Kenley
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Tara A Smyser
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Lauren S Wakschlag
- Institute for Innovations and Developmental Sciences, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
- Department of Medical Social Sciences, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
- Feinberg School of Medicine, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
| | - Elizabeth S Norton
- Institute for Innovations and Developmental Sciences, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
- Department of Medical Social Sciences, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
- Department of Communication Sciences and Disorders, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
| | - Nandini Raghuraman
- Department of Obstetrics and Gynecology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Barbara B Warner
- Department of Pediatrics, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Joshua S Shimony
- Department of Radiology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Joan L Luby
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Jeffery J Neil
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
- Department of Radiology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Steven E Petersen
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Deanna M Barch
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
- Department of Radiology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
- Department of Psychological and Brain Sciences, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Cynthia E Rogers
- Department of Communication Sciences and Disorders, Northwestern University, 420 E Superior, Chicago, IL, 60611, USA
- Department of Radiology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Chad M Sylvester
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Christopher D Smyser
- Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
- Department of Pediatrics, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
- Department of Radiology, Washington University in St. Louis, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
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12
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Nili AN, Krogh-Jespersen S, Perlman SB, Estabrook R, Petitclerc A, Briggs-Gowan MJ, Sherlock PR, Norton ES, Wakschlag LS. Joint Consideration of Inhibitory Control and Irritability in Young Children: Contributions to Emergent Psychopathology. Res Child Adolesc Psychopathol 2022; 50:1415-1427. [PMID: 35838931 PMCID: PMC9753138 DOI: 10.1007/s10802-022-00945-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2022] [Indexed: 10/17/2022]
Abstract
Deficits in self-regulation capacity have been linked to subsequent impairment and clinical symptomology across the lifespan. Prior work has identified difficulty regulating angry emotions (i.e., irritability) as a powerful transdiagnostic indicator of current and future clinical concerns. Less is known regarding how irritability intersects with cognitive features of self-regulation, in particular inhibitory control, despite its mental health relevance. A promising avenue for improving specificity of clinical predictions in early childhood is multi-method, joint consideration of irritability and inhibitory control capacities. To advance early identification of impairment and psychopathology risk, we contrast group- and variable-based models of neurodevelopmental vulnerability at the interface of irritability and inhibitory control in contexts of varied motivational and emotional salience. This work was conducted in a longitudinal study of children recruited at well-child visits in Midwestern pediatric clinics at preschool age (N = 223, age range = 3-7 years). Group-based models (clustering and regression of clusters on clinical outcomes) indicated significant heterogeneity of self-regulation capacity in this sample. Meanwhile, variable-based models (continuous multiple regression) evidenced associations with concurrent clinical presentation, future symptoms, and impairment across the broad spectrum of psychopathology. Irritability transdiagnostically indicated internalizing and externalizing problems, concurrently and longitudinally. In contrast, inhibitory control was uniquely associated with attention-deficit/hyperactivity symptoms. We present these findings to advance a joint consideration approach to two promising indicators of neurodevelopmental vulnerability and mental health risk. Models suggest that both emotional and cognitive self-regulation capacities can address challenges in characterizing the developmental unfolding of psychopathology from preschool to early childhood age.
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Affiliation(s)
- Amanda N Nili
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair, Suite 1900, Chicago, IL, 60611, USA.
- Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, IL, USA.
| | - Sheila Krogh-Jespersen
- Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, IL, USA
| | - Susan B Perlman
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Ryne Estabrook
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | | | | | - Phil R Sherlock
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair, Suite 1900, Chicago, IL, 60611, USA
| | - Elizabeth S Norton
- Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, IL, USA
- School of Communications, Northwestern University, Evanston, IL, USA
| | - Laurie S Wakschlag
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair, Suite 1900, Chicago, IL, 60611, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, IL, USA
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13
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MacNeill LA, Krogh‐Jespersen S, Zhang Y, Giase G, Edwards R, Petitclerc A, Mithal LB, Mestan K, Grobman WA, Norton ES, Alshurafa N, Moskowitz JT, Tandon SD, Wakschlag LS. Lability of prenatal stress during the COVID-19 pandemic links to negative affect in infancy. Infancy 2022; 28:136-157. [PMID: 36070207 PMCID: PMC9538880 DOI: 10.1111/infa.12499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 07/01/2022] [Accepted: 07/30/2022] [Indexed: 01/19/2023]
Abstract
The association between prenatal stress and children's socioemotional development is well established. The COVID-19 pandemic has been a particularly stressful period, which may impact the gestational environment. However, most studies to-date have examined prenatal stress at a single time point, potentially masking the natural variation in stress that occurs over time, especially during a time as uncertain as the pandemic. This study leveraged dense ecological momentary assessments from a prenatal randomized control trial to examine patterns of prenatal stress over a 14-week period (up to four assessments/day) in a U.S. sample of 72 mothers and infants. We first examined whether varied features of stress exposure (lability, mean, and baseline stress) differed depending on whether mothers reported on their stress before or during the pandemic. We next examined which features of stress were associated with 3-month-old infants' negative affect. We did not find differences in stress patterns before and during the pandemic. However, greater stress lability, accounting for baseline and mean stress, was associated with higher infant negative affect. These findings suggest that pathways from prenatal stress exposure to infant socioemotional development are complex, and close attention to stress patterns over time will be important for explicating these pathways.
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Affiliation(s)
- Leigha A. MacNeill
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | - Sheila Krogh‐Jespersen
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | - Yudong Zhang
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | - Gina Giase
- Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | - Renee Edwards
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | | | - Leena B. Mithal
- Department of PediatricsNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Ann & Robert H. Lurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - Karen Mestan
- Department of PediatricsNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Ann & Robert H. Lurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - William A. Grobman
- Department of Obstetrics and GynecologyThe Ohio State UniversityColumbusOhioUSA
| | - Elizabeth S. Norton
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA,Department of Communication Sciences and DisordersNorthwestern UniversityEvanstonIllinoisUSA
| | - Nabil Alshurafa
- Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA,Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Judith T. Moskowitz
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | - S. Darius Tandon
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
| | - Lauren S. Wakschlag
- Department of Medical Social SciencesNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA,Institute for Innovations in Developmental SciencesNorthwestern UniversityChicagoIllinoisUSA
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14
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Damme KSF, Norton ES, Briggs-Gowan MJ, Wakschlag LS, Mittal VA. Developmental patterning of irritability enhances prediction of psychopathology in preadolescence: Improving RDoC with developmental science. J Psychopathol Clin Sci 2022; 131:556-566. [PMID: 35901387 PMCID: PMC9439570 DOI: 10.1037/abn0000655] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The transdiagnostic importance of irritability in psychopathology has been demonstrated. However, the contribution of developmentally unfolding irritability patterns to specific clinical and neural outcomes remains an important and unanswered question. To address this gap in the literature, irritability patterns of 110 youth from a large, diverse cohort were assessed at preschool age and again at early school age (∼2.5 years later) with a dimensional irritability scale designed to capture the normal:abnormal spectrum. At preadolescence (∼6 years later), clinical outcomes (internalizing/externalizing symptoms) derived from a semistructured clinical interview and neural outcomes (characterized as gray-matter-volume abnormalities) were assessed. For clinical outcomes, preschool-age irritability alone was a transdiagnostic predictor of internalizing and externalizing symptoms at preadolescence. However, in a model including both preschool and early school age, irritability provided greater specificity, suggesting that higher irritability at early school age related to elevated preadolescent externalizing but not internalizing symptoms. In terms of neural outcomes, elevated preschool irritability did not predict preadolescent gray-matter-volume abnormality; however, irritability at early school age demonstrated an interactive effect among regions, with reduced volume in preadolescence emotional regions (e.g., amygdala, medial orbitofrontal cortex) and increased volume in other regions (e.g., cerebellum). These complex patterns highlight the contribution of a developmentally informed approach, the National Institute of Mental Health's Research Domain Criteria (RDoC) approach, to yield transdiagnostic phenotypes and multiple units of analysis. Capturing these individual differences and developmental heterogeneity can provide critical insight into the unfolding of mechanisms underlying emerging psychopathology. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
| | - Elizabeth S Norton
- Department of Communication Sciences and Disorders, Northwestern University
| | | | - Lauren S Wakschlag
- Institute for Innovations in Developmental Sciences (DevSci), Northwestern University
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15
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Krok W, Norton ES, Buchheit MK, Harriott E, Wakschlag L, Hadley PA. Using Animated Action Scenes to Remotely Assess Sentence Diversity in Toddlers. Top Lang Disord 2022; 42:156-172. [PMID: 36060270 PMCID: PMC9432823 DOI: 10.1097/tld.0000000000000280] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Although language samples are child-friendly and well-suited for obtaining global measures of language production, structured protocols have the potential to elicit many different exemplars of language structures in a shorter amount of time. We created a structured elicitation protocol, the Sentence Diversity Priming Task (SDPT), to efficiently assess sentence diversity in toddlers via video chat platforms. Sentence diversity is operationalized as the number of different subject–verb combinations in active declarative sentences. The task is presented as an animated picture book, with parents serving as the child's primary partner during administration. In this article, we provide the rationale for assessing sentence diversity, describe the task, and present preliminary analyses of compliance and developmental associations for 32 typically developing toddlers, 30–35 months old, with average language abilities. The preliminary findings suggest that the SDPT is an engaging task that holds toddlers' attention, reveals robust individual differences in their ability to produce sentences, is positively correlated with parent-reported language measures, and has the potential for assessing children's language growth over time. Finally, recommendations and tips for developing and remotely administering the protocol are provided, with an emphasis on encouraging parent involvement and increasing toddler compliance.
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Affiliation(s)
- Windi Krok
- Speech and Hearing Science, University of Illinois Urbana-Champaign, USA
| | - Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Mary Kate Buchheit
- Speech and Hearing Science, University of Illinois Urbana-Champaign, USA
| | - Emily Harriott
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Lauren Wakschlag
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Pamela A. Hadley
- Speech and Hearing Science, University of Illinois Urbana-Champaign, USA
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16
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Norton ES, Manning BL, Harriott EM, Nikolaeva JI, Nyabingi OS, Fredian KM, Page JM, McWeeny S, Krogh-Jespersen S, MacNeill LA, Roberts MY, Wakschlag LS. Social EEG: A novel neurodevelopmental approach to studying brain-behavior links and brain-to-brain synchrony during naturalistic toddler-parent interactions. Dev Psychobiol 2022; 64:e22240. [PMID: 35312062 PMCID: PMC9867891 DOI: 10.1002/dev.22240] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 10/26/2021] [Accepted: 10/29/2021] [Indexed: 01/26/2023]
Abstract
Despite increasing emphasis on emergent brain-behavior patterns supporting language, cognitive, and socioemotional development in toddlerhood, methodologic challenges impede their characterization. Toddlers are notoriously difficult to engage in brain research, leaving a developmental window in which neural processes are understudied. Further, electroencephalography (EEG) and event-related potential paradigms at this age typically employ structured, experimental tasks that rarely reflect formative naturalistic interactions with caregivers. Here, we introduce and provide proof of concept for a new "Social EEG" paradigm, in which parent-toddler dyads interact naturally during EEG recording. Parents and toddlers sit at a table together and engage in different activities, such as book sharing or watching a movie. EEG is time locked to the video recording of their interaction. Offline, behavioral data are microcoded with mutually exclusive engagement state codes. From 216 sessions to date with 2- and 3-year-old toddlers and their parents, 72% of dyads successfully completed the full Social EEG paradigm, suggesting that it is possible to collect dual EEG from parents and toddlers during naturalistic interactions. In addition to providing naturalistic information about child neural development within the caregiving context, this paradigm holds promise for examination of emerging constructs such as brain-to-brain synchrony in parents and children.
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Affiliation(s)
- Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Brittany L. Manning
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Emily M. Harriott
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Julia I. Nikolaeva
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Olufemi S. Nyabingi
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Kaitlyn M. Fredian
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Jessica M. Page
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Sean McWeeny
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Sheila Krogh-Jespersen
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Leigha A. MacNeill
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Megan Y. Roberts
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Lauren S. Wakschlag
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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17
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Krogh-Jespersen S, MacNeill LA, Anderson EL, Stroup HE, Harriott EM, Gut E, Blum A, Fareedi E, Fredian KM, Wert SL, Wakschlag LS, Norton ES. Disruption Leads to Methodological and Analytic Innovation in Developmental Sciences: Recommendations for Remote Administration and Dealing With Messy Data. Front Psychol 2022; 12:732312. [PMID: 35058833 PMCID: PMC8764157 DOI: 10.3389/fpsyg.2021.732312] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 11/22/2021] [Indexed: 12/19/2022] Open
Abstract
The COVID-19 pandemic has impacted data collection for longitudinal studies in developmental sciences to an immeasurable extent. Restrictions on conducting in-person standardized assessments have led to disruptive innovation, in which novel methods are applied to increase participant engagement. Here, we focus on remote administration of behavioral assessment. We argue that these innovations in remote assessment should become part of the new standard protocol in developmental sciences to facilitate data collection in populations that may be hard to reach or engage due to burdensome requirements (e.g., multiple in-person assessments). We present a series of adaptations to developmental assessments (e.g., Mullen) and a detailed discussion of data analytic approaches to be applied in the less-than-ideal circumstances encountered during the pandemic-related shutdown (i.e., missing or messy data). Ultimately, these remote approaches actually strengthen the ability to gain insight into developmental populations and foster pragmatic innovation that should result in enduring change.
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Affiliation(s)
- Sheila Krogh-Jespersen
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Leigha A. MacNeill
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Erica L. Anderson
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Hannah E. Stroup
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Emily M. Harriott
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Ewa Gut
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Abigail Blum
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Elveena Fareedi
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Kaitlyn M. Fredian
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Stephanie L. Wert
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Lauren S. Wakschlag
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Elizabeth S. Norton
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, United States
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18
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Page J, Wakschlag LS, Norton ES. Nonrapid eye movement sleep characteristics and relations with motor, memory, and cognitive ability from infancy to preadolescence. Dev Psychobiol 2021; 63:e22202. [PMID: 34813099 PMCID: PMC8898567 DOI: 10.1002/dev.22202] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 07/31/2021] [Accepted: 09/13/2021] [Indexed: 01/25/2023]
Abstract
Sleep plays a critical role in neural neurodevelopment. Hallmarks of sleep reflected in the electroencephalogram during nonrapid eye movement (NREM) sleep are associated with learning processes, cognitive ability, memory, and motor functioning. Research in adults is well-established; however, the role of NREM sleep in childhood is less clear. Growing evidence suggests the importance of two NREM sleep features: slow-wave activity and sleep spindles. These features may be critical for understanding maturational change and the functional role of sleep during development. Here, we review the literature on NREM sleep from infancy to preadolescence to provide insight into the network dynamics of the developing brain. The reviewed findings show distinct relations between topographical and maturational aspects of slow waves and sleep spindles; however, the direction and consistency of these relationships vary, and associations with cognitive ability remain unclear. Future research investigating the role of NREM sleep and development would benefit from longitudinal approaches, increased control for circadian and homeostatic influences, and in early childhood, studies recording daytime naps and overnight sleep to yield increased precision for detecting age-related change. Such evidence could help explicate the role of NREM sleep and provide putative physiological markers of neurodevelopment.
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Affiliation(s)
- Jessica Page
- Roxelyn and Richard Pepper Department of Communication
Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
| | - Lauren S. Wakschlag
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern, University, Chicago, Illinois, USA
| | - Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication
Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern, University, Chicago, Illinois, USA
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19
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MacNeill LA, Allen NB, Poleon RB, Vargas T, Osborne KJ, Damme KSF, Barch DM, Krogh-Jespersen S, Nielsen AN, Norton ES, Smyser CD, Rogers CE, Luby JL, Mittal VA, Wakschlag LS. Translating RDoC to Real-World Impact in Developmental Psychopathology: A Neurodevelopmental Framework for Application of Mental Health Risk Calculators. Dev Psychopathol 2021; 33:1665-1684. [PMID: 35095215 PMCID: PMC8794223 DOI: 10.1017/s0954579421000651] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The National Institute of Mental Health Research Domain Criteria's (RDoC) has prompted a paradigm shift from categorical psychiatric disorders to considering multiple levels of vulnerability for probabilistic risk of disorder. However, the lack of neurodevelopmentally-based tools for clinical decision-making has limited RDoC's real-world impact. Integration with developmental psychopathology principles and statistical methods actualize the clinical implementation of RDoC to inform neurodevelopmental risk. In this conceptual paper, we introduce the probabilistic mental health risk calculator as an innovation for such translation and lay out a research agenda for generating an RDoC- and developmentally-informed paradigm that could be applied to predict a range of developmental psychopathologies from early childhood to young adulthood. We discuss methods that weigh the incremental utility for prediction based on intensity and burden of assessment, the addition of developmental change patterns, considerations for assessing outcomes, and integrative data approaches. Throughout, we illustrate the risk calculator approach with different neurodevelopmental pathways and phenotypes. Finally, we discuss real-world implementation of these methods for improving early identification and prevention of developmental psychopathology. We propose that mental health risk calculators can build a needed bridge between RDoC's multiple units of analysis and developmental science.
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Affiliation(s)
- Leigha A MacNeill
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
| | - Norrina B Allen
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Roshaye B Poleon
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
| | - Teresa Vargas
- Department of Psychology, Northwestern University, Evanston, IL
| | | | | | - Deanna M Barch
- Department of Psychological and Brain Sciences, Washington University in St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Sheila Krogh-Jespersen
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
| | - Ashley N Nielsen
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Elizabeth S Norton
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Christopher D Smyser
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Cynthia E Rogers
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Joan L Luby
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Vijay A Mittal
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
- Department of Psychology, Northwestern University, Evanston, IL
- Department of Psychiatry, Northwestern University, Chicago, IL
- Institute for Policy Research, Northwestern University, Evanston, IL
| | - Lauren S Wakschlag
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
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20
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Nielsen AN, Wakschlag LS, Norton ES. Linking irritability and functional brain networks: A transdiagnostic case for expanding consideration of development and environment in RDoC. Neurosci Biobehav Rev 2021; 129:231-244. [PMID: 34302863 PMCID: PMC8802626 DOI: 10.1016/j.neubiorev.2021.07.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 07/14/2021] [Accepted: 07/17/2021] [Indexed: 01/13/2023]
Abstract
The National Institute of Mental Health Research Domain Criteria (RDoC) framework promotes the dimensional and transdiagnostic operationalization of psychopathology, but consideration of the neurodevelopmental foundations of mental health problems requires deeper examination. Irritability, the dispositional tendency to angry emotion that has both mood and behavioral elements, is dimensional, transdiagnostic, and observable early in life-a promising target for the identification of early neural indicators or risk factors for psychopathology. Here, we examine functional brain networks linked to irritability from preschool to adulthood and discuss how development and early experience may influence these neural substrates. Functional connectivity measured with fMRI varies according to irritability and indicates the atypical coordination of several functional networks involved in emotion generation, emotion perception, attention, internalization, and cognitive control. We lay out an agenda to improve our understanding and detection of atypical brain:behavior patterns through advances in the characterization of both functional networks and irritability as well as the consideration and operationalization of developmental and early life environmental influences on this pathway.
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Affiliation(s)
- Ashely N Nielsen
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, United States; Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States.
| | - Lauren S Wakschlag
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, United States; Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Elizabeth S Norton
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States; Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, United States
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21
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Norton ES, MacNeill LA, Harriott EM, Allen N, Krogh-Jespersen S, Smyser CD, Rogers CE, Smyser TA, Luby J, Wakschlag L. EEG/ERP as a pragmatic method to expand the reach of infant-toddler neuroimaging in HBCD: Promises and challenges. Dev Cogn Neurosci 2021; 51:100988. [PMID: 34280739 PMCID: PMC8318873 DOI: 10.1016/j.dcn.2021.100988] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 06/14/2021] [Accepted: 07/12/2021] [Indexed: 01/12/2023] Open
Abstract
Though electrophysiological measures (EEG and ERP) offer complementary information to MRI and a variety of advantages for studying infants and young children, these measures have not yet been included in large cohort studies of neurodevelopment. This review summarizes the types of EEG and ERP measures that could be used in the HEALthy Brain and Cognitive Development (HBCD) study, and the promises and challenges in doing so. First, we provide brief overview of the use of EEG/ERP for studying the developing brain and discuss exemplar findings, using resting or baseline EEG measures as well as the ERP mismatch negativity (MMN) as exemplars. We then discuss the promises of EEG/ERP such as feasibility, while balancing challenges such as ensuring good signal quality in diverse children with different hair types. We then describe an ongoing multi-site EEG data harmonization from our groups. We discuss the process of alignment and provide preliminary usability data for both resting state EEG data and auditory ERP MMN in diverse samples including over 300 infants and toddlers. Finally, we provide recommendations and considerations for the HBCD study and other studies of neurodevelopment.
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Affiliation(s)
- Elizabeth S Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, United States; Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, United States; Institute for Innovations in Developmental Sciences, Northwestern University, United States.
| | - Leigha A MacNeill
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, United States; Institute for Innovations in Developmental Sciences, Northwestern University, United States
| | - Emily M Harriott
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, United States
| | - Norrina Allen
- Institute for Innovations in Developmental Sciences, Northwestern University, United States; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, United States
| | - Sheila Krogh-Jespersen
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, United States; Institute for Innovations in Developmental Sciences, Northwestern University, United States
| | - Christopher D Smyser
- Departments of Neurology, Pediatrics, and Radiology, Washington University School of Medicine, United States; Department of Psychiatry, Washington University School of Medicine, United States
| | - Cynthia E Rogers
- Department of Psychiatry, Washington University School of Medicine, United States
| | - Tara A Smyser
- Department of Psychiatry, Washington University School of Medicine, United States
| | - Joan Luby
- Department of Psychiatry, Washington University School of Medicine, United States
| | - Lauren Wakschlag
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, United States; Institute for Innovations in Developmental Sciences, Northwestern University, United States
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22
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Norton ES, Beach SD, Eddy MD, McWeeny S, Ozernov-Palchik O, Gaab N, Gabrieli JDE. ERP Mismatch Negativity Amplitude and Asymmetry Reflect Phonological and Rapid Automatized Naming Skills in English-Speaking Kindergartners. Front Hum Neurosci 2021; 15:624617. [PMID: 34220468 PMCID: PMC8249724 DOI: 10.3389/fnhum.2021.624617] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 04/19/2021] [Indexed: 12/21/2022] Open
Abstract
The mismatch negativity (MMN), an electrophysiological response to an oddball auditory stimulus, is related to reading ability in many studies. There are conflicting findings regarding exactly how the MMN relates to risk or actual diagnosis of dyslexia/reading impairment, perhaps due to the heterogeneity of abilities in children with reading impairment. In this study, 166 English-speaking kindergarten children oversampled for dyslexia risk completed behavioral assessments and a speech-syllable MMN paradigm. We examined how early and late MMN mean amplitude and laterality were related to two established predictors of reading ability: phonological awareness (PA) and rapid automatized naming (RAN). In bootstrapped group analyses, late MMN amplitude was significantly greater in children with typical PA ability than low PA ability. In contrast, laterality of the early and late MMN was significantly different in children with low versus typical RAN ability. Continuous analyses controlling for child age, non-verbal IQ, and letter and word identification abilities showed the same associations between late MMN amplitude with PA and late MMN laterality with RAN. These findings suggest that amplitude of the MMN may relate to phonological representations and ability to manipulate them, whereas MMN laterality may reflect differences in brain processes that support automaticity needed for reading.
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Affiliation(s)
- Elizabeth S. Norton
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, United States
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Medical Social Sciences, Feinberg School of Medicine, and Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States
| | - Sara D. Beach
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Marianna D. Eddy
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Sean McWeeny
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, United States
| | - Ola Ozernov-Palchik
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
- Harvard Graduate School of Education, Cambridge, MA, United States
| | - Nadine Gaab
- Harvard Graduate School of Education, Cambridge, MA, United States
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children’s Hospital/Harvard Medical School, Boston, MA, United States
| | - John D. E. Gabrieli
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States
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23
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Woodruff Carr K, Perszyk DR, Norton ES, Voss JL, Poeppel D, Waxman SR. Developmental changes in auditory‐evoked neural activity underlie infants’ links between language and cognition. Dev Sci 2021; 24:e13121. [DOI: 10.1111/desc.13121] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 04/21/2021] [Accepted: 04/27/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Kali Woodruff Carr
- Department of Psychology Northwestern University Evanston Illinois USA
- Department of Communication Sciences and Disorders Northwestern University Evanston Illinois USA
| | | | - Elizabeth S. Norton
- Department of Communication Sciences and Disorders Northwestern University Evanston Illinois USA
- Institute for Innovations in Developmental Sciences Northwestern University Chicago Illinois USA
| | - Joel L. Voss
- Institute for Innovations in Developmental Sciences Northwestern University Chicago Illinois USA
- Department of Medical Social Sciences Ken and Ruth Davee Department of Neurology Department of Psychiatry and Behavioral Sciences Interdepartmental Neuroscience Program, Feinberg School of Medicine Northwestern University Chicago Illinois USA
| | - David Poeppel
- Department of Neuroscience Max Planck Institute for Empirical Aesthetics Frankfurt am Main Germany
- Department of Psychology and Center for Neural Science New York University New York New York USA
| | - Sandra R. Waxman
- Department of Psychology Northwestern University Evanston Illinois USA
- Institute for Innovations in Developmental Sciences Northwestern University Chicago Illinois USA
- Institute for Policy Research Northwestern University Evanston Illinois USA
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24
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Manning BL, Harpole A, Harriott EM, Postolowicz K, Norton ES. Taking Language Samples Home: Feasibility, Reliability, and Validity of Child Language Samples Conducted Remotely With Video Chat Versus In-Person. J Speech Lang Hear Res 2020; 63:3982-3990. [PMID: 33186507 PMCID: PMC8608210 DOI: 10.1044/2020_jslhr-20-00202] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/02/2020] [Accepted: 07/26/2020] [Indexed: 05/15/2023]
Abstract
Purpose There has been increased interest in using telepractice for involving more diverse children in research and clinical services, as well as when in-person assessment is challenging, such as during COVID-19. Little is known, however, about the feasibility, reliability, and validity of language samples when conducted via telepractice. Method Child language samples from parent-child play were recorded either in person in the laboratory or via video chat at home, using parents' preferred commercially available software on their own device. Samples were transcribed and analyzed using Systematic Analysis of Language Transcripts software. Analyses compared measures between-subjects for 46 dyads who completed video chat language samples versus 16 who completed in-person samples; within-subjects analyses were conducted for a subset of 13 dyads who completed both types. Groups did not differ significantly on child age, sex, or socioeconomic status. Results The number of usable samples and percent of utterances with intelligible audio signal did not differ significantly for in-person versus video chat language samples. Child speech and language characteristics (including mean length of utterance, type-token ratio, number of different words, grammatical errors/omissions, and child speech intelligibility) did not differ significantly between in-person and video chat methods. This was the case for between-group analyses and within-child comparisons. Furthermore, transcription reliability (conducted on a subset of samples) was high and did not differ between in-person and video chat methods. Conclusions This study demonstrates that child language samples collected via video chat are largely comparable to in-person samples in terms of key speech and language measures. Best practices for maximizing data quality for using video chat language samples are provided.
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Affiliation(s)
- Brittany L. Manning
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Alexandra Harpole
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Emily M. Harriott
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Kamila Postolowicz
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
- Department of Medical Social Sciences and Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL
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25
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Wakschlag LS, Tandon D, Krogh-Jespersen S, Petitclerc A, Nielsen A, Ghaffari R, Mithal L, Bass M, Ward E, Berken J, Fareedi E, Cummings P, Mestan K, Norton ES, Grobman W, Rogers J, Moskowitz J, Alshurafa N. Moving the dial on prenatal stress mechanisms of neurodevelopmental vulnerability to mental health problems: A personalized prevention proof of concept. Dev Psychobiol 2020; 63:622-640. [PMID: 33225463 DOI: 10.1002/dev.22057] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 09/28/2020] [Accepted: 09/29/2020] [Indexed: 12/31/2022]
Abstract
Prenatal stress exposure increases vulnerability to virtually all forms of psychopathology. Based on this robust evidence base, we propose a "Mental Health, Earlier" paradigm shift for prenatal stress research, which moves from the documentation of stress-related outcomes to their prevention, with a focus on infant neurodevelopmental indicators of vulnerability to subsequent mental health problems. Achieving this requires an expansive team science approach. As an exemplar, we introduce the Promoting Healthy Brain Project (PHBP), a randomized trial testing the impact of the Wellness-4-2 personalized prenatal stress-reduction intervention on stress-related alterations in infant neurodevelopmental trajectories in the first year of life. Wellness-4-2 utilizes bio-integrated stress monitoring for just-in-time adaptive intervention. We highlight unique challenges and opportunities this novel team science approach presents in synergizing expertise across predictive analytics, bioengineering, health information technology, prevention science, maternal-fetal medicine, neonatology, pediatrics, and neurodevelopmental science. We discuss how innovations across many areas of study facilitate this personalized preventive approach, using developmentally sensitive brain and behavioral methods to investigate whether altering children's adverse gestational exposures, i.e., maternal stress in the womb, can improve their mental health outlooks. In so doing, we seek to propel developmental SEED research towards preventive applications with the potential to reduce the pernicious effect of prenatal stress on neurodevelopment, mental health, and wellbeing.
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Affiliation(s)
- Lauren S Wakschlag
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Darius Tandon
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Institute for Public Health & Medicine Center for Community Health, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Sheila Krogh-Jespersen
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Amelie Petitclerc
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Ashley Nielsen
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Rhoozbeh Ghaffari
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Department of Materials Science & Engineering, McCormick School of Engineering, Northwestern University, Chicago, IL, USA
| | - Leena Mithal
- Department of Materials Science & Engineering, McCormick School of Engineering, Northwestern University, Chicago, IL, USA.,Department of Pediatrics (Infectious Diseases), Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Michael Bass
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Erin Ward
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Institute for Public Health & Medicine Center for Community Health, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jonathan Berken
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Department of Pediatrics, Feinberg School of Medicine, Chicago, IL, USA
| | - Elveena Fareedi
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Peter Cummings
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Karen Mestan
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Department of Pediatrics (Neonatology), Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Elizabeth S Norton
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Department of Communication Sciences & Disorders, School of Communication, Northwestern University, Chicago, IL, USA
| | - William Grobman
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Department of Obstetrics & Gynecology (Maternal-Fetal Medicine), Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - John Rogers
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Department of Materials Science & Engineering, McCormick School of Engineering, Northwestern University, Chicago, IL, USA
| | - Judith Moskowitz
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Nabil Alshurafa
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA.,Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Department of Computer Science, McCormick School of Engineering, Northwestern University, Chicago, IL, USA
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Yu X, Zuk J, Perdue MV, Ozernov‐Palchik O, Raney T, Beach SD, Norton ES, Ou Y, Gabrieli JDE, Gaab N. Putative protective neural mechanisms in prereaders with a family history of dyslexia who subsequently develop typical reading skills. Hum Brain Mapp 2020; 41:2827-2845. [PMID: 32166830 PMCID: PMC7294063 DOI: 10.1002/hbm.24980] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 01/18/2020] [Accepted: 02/26/2020] [Indexed: 01/16/2023] Open
Abstract
Developmental dyslexia affects 40-60% of children with a familial risk (FHD+) compared to a general prevalence of 5-10%. Despite the increased risk, about half of FHD+ children develop typical reading abilities (FHD+Typical). Yet the underlying neural characteristics of favorable reading outcomes in at-risk children remain unknown. Utilizing a retrospective, longitudinal approach, this study examined whether putative protective neural mechanisms can be observed in FHD+Typical at the prereading stage. Functional and structural brain characteristics were examined in 47 FHD+ prereaders who subsequently developed typical (n = 35) or impaired (n = 12) reading abilities and 34 controls (FHD-Typical). Searchlight-based multivariate pattern analyses identified distinct activation patterns during phonological processing between FHD+Typical and FHD-Typical in right inferior frontal gyrus (RIFG) and left temporo-parietal cortex (LTPC) regions. Follow-up analyses on group-specific classification patterns demonstrated LTPC hypoactivation in FHD+Typical compared to FHD-Typical, suggesting this neural characteristic as an FHD+ phenotype. In contrast, RIFG showed hyperactivation in FHD+Typical than FHD-Typical, and its activation pattern was positively correlated with subsequent reading abilities in FHD+ but not controls (FHD-Typical). RIFG hyperactivation in FHD+Typical was further associated with increased interhemispheric functional and structural connectivity. These results suggest that some protective neural mechanisms are already established in FHD+Typical prereaders supporting their typical reading development.
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Affiliation(s)
- Xi Yu
- State Key Laboratory of Cognitive Neuroscience and LearningBeijing Normal UniversityBeijingChina
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
| | - Jennifer Zuk
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
| | - Meaghan V. Perdue
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
- Department of Psychological SciencesUniversity of ConnecticutStorrsConnecticutUSA
- Haskins LaboratoriesNew HavenConnecticutUSA
| | - Ola Ozernov‐Palchik
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
- McGovern Institute for Brain Research, Massachusetts Institute of TechnologyCambridgeMassachusettsUSA
| | - Talia Raney
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
| | - Sara D. Beach
- McGovern Institute for Brain Research, Massachusetts Institute of TechnologyCambridgeMassachusettsUSA
- Division of Medical SciencesHarvard UniversityCambridgeMassachusettsUSA
| | - Elizabeth S. Norton
- Department of Communication Sciences and DisordersNorthwestern UniversityEvanstonIllinoisUSA
| | - Yangming Ou
- Division of Newborn MedicineBoston Children’s HospitalBostonMassachusettsUSA
- Fetal‐Neonatal Neuroimaging and Developmental Science CenterBoston Children’s HospitalBostonMassachusettsUSA
- Department of RadiologyBoston Children’s HospitalBostonMassachusettsUSA
| | - John D. E. Gabrieli
- McGovern Institute for Brain Research, Massachusetts Institute of TechnologyCambridgeMassachusettsUSA
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
- Department of PediatricsHarvard Medical SchoolBostonMassachusettsUSA
- Harvard Graduate School of EducationCambridgeMassachusettsUSA
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McWeeny S, Norton ES. Understanding event-related potentials (ERPs) in clinical and basic language and communication disorders research: a tutorial. Int J Lang Commun Disord 2020; 55:445-457. [PMID: 32347637 PMCID: PMC7802513 DOI: 10.1111/1460-6984.12535] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 03/12/2020] [Accepted: 03/15/2020] [Indexed: 05/09/2023]
Abstract
BACKGROUND Event-related potentials (ERPs), which are electrophysiological neural responses time-locked to a stimulus, have become an increasingly common tool in language and communication disorders research. They can provide complementary evidence to behavioural measures as well as unique perspectives on communication disorders. ERPs have the distinct advantage of providing precise information about the timing of neural processes and can be used in cases where it is difficult to obtain responses from participants, such as infants or individuals who are minimally verbal. However, clinicians and clinician-scientists rarely receive training in how to interpret ERP research. AIMS To provide information that allows readers to better understand, interpret and evaluate research using ERPs. We focus on research related to communication sciences and disorders and the information that is most relevant to interpreting research articles. METHOD We explain what ERPs are and how ERP data are collected, referencing key texts and primary research articles. Potential threats to validity, guidelines for interpreting data, and the pros and cons using of ERPs are discussed. Research in the area of paediatric language disorders is used as a model; common paradigms such as the semantic incongruity N400 and auditory mismatch negativity are used as tangible examples. With this foundation of understanding ERPs, the state of the field in terms of how ERPs are used and the ways they may inform the field are discussed. MAIN CONTRIBUTION To date, no review has focused on ERPs as they relate to clinical or communication research. The main contribution of this review is that it provides practical information geared toward understanding ERP research. CONCLUSIONS ERPs offer insights into neural processes supporting communication and can both complement behaviour and provide information that behavioural measures cannot. We encourage readers to evaluate articles using ERPs critically, effectively pushing the field forward through increased understanding and rigor. What this paper adds ERPs have become more prevalent in research relevant to communication sciences and disorders. In order for clinicians to review and evaluate this research, an understanding of ERPs is needed. This review adds to the field by providing an accessible description of what ERPs are, a description of what ERP components are, and the most relevant commonly used components, as well as how ERP data are recorded and processed. With this foundational understanding of how ERPs work, guidelines for the interpretation of ERP data are given. Though few ERP studies currently have direct implications for clinical practice, we discuss several ways through which ERPs can impact clinical practice in future, by providing information that cannot be obtained by behaviour alone about the aetiology of disorders, and as potential biomarkers of disorder or treatment response.
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Affiliation(s)
- Sean McWeeny
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, 2240 Campus Drive, Evanston, IL 60208
| | - Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, 2240 Campus Drive, Evanston, IL 60208
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL 60611
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28
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Luby J, Allen N, Estabrook R, Pine DS, Rogers C, Krogh-Jespersen S, Norton ES, Wakschlag L. Mapping infant neurodevelopmental precursors of mental disorders: How synthetic cohorts & computational approaches can be used to enhance prediction of early childhood psychopathology. Behav Res Ther 2019; 123:103484. [PMID: 31734549 PMCID: PMC7667707 DOI: 10.1016/j.brat.2019.103484] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 09/04/2019] [Accepted: 09/25/2019] [Indexed: 12/22/2022]
Abstract
Bridging advances in neurodevelopmental assessment and the established onset of common psychopathologies in early childhood with epidemiological data science and computational methods holds much promise for identifying risk for mental disorders as early as infancy. In particular, we propose the development of a mental health risk algorithm for the early detection of mental disorders with the potential for high public health impact that applies and adapts methods innovated in and successfully applied to early detection of cardiovascular risk. Specifically, we propose methods to advance risk prediction of early developmental psychopathology by creating synthetic cohorts that contain complete behavioral and neural data in the first years of life, as the basis for a robust and generalizable risk algorithm. The application of computational approaches within synthetic cohorts, an approach increasingly applied in psychiatry, may be particularly well suited to advancing risk prediction in early childhood mental health. We propose new research directions using these methods to generate an early childhood mental health risk calculator that could significantly advance early mental health risk detection to direct preventive intervention and/or need for more intensive assessment within a pragmatic framework for maximal clinical utility. The availability of such a tool in early childhood, a period of high neuroplasticity, holds promise to reduce the burden of mental disorder by identifying risk early in the clinical sequence and delivering prevention that targets the neurodevelopmental vulnerability phase.
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Affiliation(s)
- Joan Luby
- Washington University School of Medicine, 4444 Forest Park Avenue, St. Louis, MO, 63108, USA.
| | - Norrina Allen
- Northwestern University Feinberg School of Medicine & Institute for Innovations in Developmental Sciences, 633 N. St Clair, 19th Floor, Chicago, IL, 60611, USA
| | - Ryne Estabrook
- Northwestern University Feinberg School of Medicine & Institute for Innovations in Developmental Sciences, 633 N. St Clair, 19th Floor, Chicago, IL, 60611, USA
| | - Daniel S Pine
- National Institute of Mental Health (NIMH) Intramural Research Program, Building 15K, Room 110, MSC 2670, Bethesda, MD, 20814, USA
| | - Cynthia Rogers
- Washington University School of Medicine, 4444 Forest Park Avenue, St. Louis, MO, 63108, USA
| | - Sheila Krogh-Jespersen
- Northwestern University Feinberg School of Medicine & Institute for Innovations in Developmental Sciences, 633 N. St Clair, 19th Floor, Chicago, IL, 60611, USA
| | - Elizabeth S Norton
- Northwestern University, Department of Communication Sciences and Disorders, 2240 Campus Drive, Evanston, IL, 60208, USA
| | - Lauren Wakschlag
- Northwestern University Feinberg School of Medicine & Institute for Innovations in Developmental Sciences, 633 N. St Clair, 19th Floor, Chicago, IL, 60611, USA
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Manning BL, Roberts MY, Estabrook R, Petitclerc A, Burns JL, Briggs-Gowan M, Wakschlag LS, Norton ES. Relations Between Toddler Expressive Language and Temper Tantrums in a Community Sample. J Appl Dev Psychol 2019; 65:101070. [PMID: 33707806 PMCID: PMC7946112 DOI: 10.1016/j.appdev.2019.101070] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
This study examined the frequent clinical observation that toddlers with less expressive language have more severe temper tantrums. A representative sample of 2,001 mothers reported on their toddler's expressive vocabulary and frequency of different temper tantrum behaviors, a prominent feature of irritability and an emergent marker of mental health risk. Results revealed that 12- to 38-month-olds with fewer spoken words demonstrated more severe (frequent and dysregulated) temper tantrums. Toddlers who were late talkers at 24-30 months also had more severe tantrums; their relative risk of having severe tantrums was 1.96 times greater than peers with typical language. These results are the first to show that language and temper tantrums are related, and that this relation is present in the second year of life. These findings point to the importance of assessing both language and mental health risk in order to promote earlier identification and intervention for early childhood disorders.
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Affiliation(s)
- Brittany L. Manning
- Roxelyn and Richard Pepper Department of Communication
Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Megan Y. Roberts
- Roxelyn and Richard Pepper Department of Communication
Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern University, Chicago, Illinois, USA
| | - Ryne Estabrook
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern University, Chicago, Illinois, USA
| | - Amélie Petitclerc
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern University, Chicago, Illinois, USA
| | - James L. Burns
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern University, Chicago, Illinois, USA
| | - Margaret Briggs-Gowan
- Department of Psychiatry, University of Connecticut School
of Medicine, Farmington, Connecticut, USA
| | - Lauren S. Wakschlag
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern University, Chicago, Illinois, USA
- Institute for Policy Research, Northwestern University,
Evanston, Illinois, USA
| | - Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication
Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
- Northwestern University Institute for Innovations in
Developmental Sciences, Chicago, Illinois, USA
- Department of Medical Social Sciences, Feinberg School of
Medicine, Northwestern University, Chicago, Illinois, USA
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30
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Nayar K, McKinney W, Hogan AL, Martin GE, La Valle C, Sharp K, Berry-Kravis E, Norton ES, Gordon PC, Losh M. Language processing skills linked to FMR1 variation: A study of gaze-language coordination during rapid automatized naming among women with the FMR1 premutation. PLoS One 2019; 14:e0219924. [PMID: 31348790 PMCID: PMC6660192 DOI: 10.1371/journal.pone.0219924] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 07/03/2019] [Indexed: 01/15/2023] Open
Abstract
The FMR1 premutation (PM) is relatively common in the general population. Evidence suggests that PM carriers may exhibit subtle differences in specific cognitive and language abilities. This study examined potential mechanisms underlying such differences through the study of gaze and language coordination during a language processing task (rapid automatized naming; RAN) among female carriers of the FMR1 PM. RAN taps a complex set of underlying neuropsychological mechanisms, with breakdowns implicating processing disruptions in fundamental skills that support higher order language and executive functions, making RAN (and analysis of gaze/language coordination during RAN) a potentially powerful paradigm for revealing the phenotypic expression of the FMR1 PM. Forty-eight PM carriers and 56 controls completed RAN on an eye tracker, where they serially named arrays of numbers, letters, colors, and objects. Findings revealed a pattern of inefficient language processing in the PM group, including a greater number of eye fixations (namely, visual regressions) and reduced eye-voice span (i.e., the eyes' lead over the voice) relative to controls. Differences were driven by performance in the latter half of the RAN arrays, when working memory and processing load are the greatest, implicating executive skills. RAN deficits were associated with broader social-communicative difficulties among PM carriers, and with FMR1-related molecular genetic variation (higher CGG repeat length, lower activation ratio, and increased levels of the fragile X mental retardation protein; FMRP). Findings contribute to an understanding of the neurocognitive profile of PM carriers and indicate specific gene-behavior associations that implicate the role of the FMR1 gene in language-related processes.
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Affiliation(s)
- Kritika Nayar
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, United States of America
| | - Walker McKinney
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, United States of America
- Clinical Child Psychology Program, University of Kansas, Lawrence, Kansas, United States of America
| | - Abigail L. Hogan
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, United States of America
- Psychology, University of South Carolina, Columbia, South Carolina, United States of America
| | - Gary E. Martin
- St. John’s University, Communication Sciences and Disorders, Queens, New York, United States of America
| | - Chelsea La Valle
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, United States of America
- Psychology, Boston University, Boston, Massachusetts, United States of America
| | - Kevin Sharp
- Pediatrics, Rush University Medical Center, Chicago, Illinois, United States of America
| | | | - Elizabeth S. Norton
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, United States of America
| | - Peter C. Gordon
- Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Molly Losh
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, United States of America
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Wakschlag LS, Roberts MY, Flynn RM, Smith JD, Krogh-Jespersen S, Kaat AJ, Gray L, Walkup J, Marino BS, Norton ES, Davis MM. Future Directions for Early Childhood Prevention of Mental Disorders: A Road Map to Mental Health, Earlier. J Clin Child Adolesc Psychol 2019; 48:539-554. [PMID: 30916591 PMCID: PMC6750224 DOI: 10.1080/15374416.2018.1561296] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Mental disorders are the predominant chronic diseases of youth, with substantial life span morbidity and mortality. A wealth of evidence demonstrates that the neurodevelopmental roots of common mental health problems are present in early childhood. Unfortunately, this has not been translated to systematic strategies for improving population-level mental health at this most malleable neurodevelopmental period. We lay out a translational Mental Health, Earlier road map as a key future direction for prevention of mental disorder. This paradigm shift aims to reduce population attributable risk of mental disorder emanating from early life, by preventing, attenuating, or delaying onset/course of chronic psychopathology via the promotion of self-regulation in early childhood within large-scale health care delivery systems. The Earlier Pillar rests on a "science of when to worry" that (a) optimizes clinical assessment methods for characterizing probabilistic clinical risk beginning in infancy via deliberate incorporation of neurodevelopmental heterogeneity, and (b) universal primary-care-based screening targeting patterns of dysregulated irritability as a robust transdiagnostic marker of vulnerability to life span mental health problems. The core of the Healthier Pillar is provision of low-intensity selective intervention promoting self-regulation for young children with developmentally atypical patterns of irritability within an implementation science framework in pediatric primary care to ensure highest population impact and sustainability. These Mental Health, Earlier strategies hold much promise for transforming clinical outlooks and ensuring young children's mental health and well-being in a manner that reverberates throughout the life span.
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Affiliation(s)
- Lauren S. Wakschlag
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University
- Institute for Innovations in Developmental Sciences, Northwestern University
| | - Megan Y. Roberts
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Communication Sciences and Disorders, School of Communication, Northwestern University
| | - Rachel M. Flynn
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University
- Institute for Innovations in Developmental Sciences, Northwestern University
| | - Justin D. Smith
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University
| | - Sheila Krogh-Jespersen
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University
- Institute for Innovations in Developmental Sciences, Northwestern University
| | - Aaron J. Kaat
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University
- Institute for Innovations in Developmental Sciences, Northwestern University
| | - Larry Gray
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - John Walkup
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - Bradley S. Marino
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - Elizabeth S. Norton
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Communication Sciences and Disorders, School of Communication, Northwestern University
| | - Matthew M. Davis
- Institute for Innovations in Developmental Sciences, Northwestern University
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
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Deveney CM, Briggs-Gowan MJ, Pagliaccio D, Estabrook CR, Zobel E, Burns JL, Norton ES, Pine DS, Brotman MA, Leibenluft E, Wakschlag LS. Temporally sensitive neural measures of inhibition in preschool children across a spectrum of irritability. Dev Psychobiol 2019; 61:216-227. [PMID: 30328111 PMCID: PMC7147937 DOI: 10.1002/dev.21792] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 09/13/2018] [Accepted: 09/14/2018] [Indexed: 01/13/2023]
Abstract
Irritability is a prominent feature of chronic mental disorders and a developmental marker of their early emergence. The most salient feature of irritability in early childhood is temper tantrums. While temper tantrums are normative in young children, they can be clinically concerning when they are dysregulated, very frequent, and/or occur in unexpected contexts. The present study uses behavioral and event-related brain potential (ERP) measures to characterize the relationship between irritability and neural markers of response inhibition in very young children. Forty-six children (ages 4-7 years) completed a go/no-go task under nonfrustrating and frustrating conditions. ERPs elicited by go and no-go stimuli were examined as a function of frustration condition and irritability, operationalized via the well-validated Temper Loss scale of the Multidimensional Assessment Profile of Disruptive Behavior (MAP-DB). Higher Temper Loss scores were associated with larger N2no-go amplitudes and reduced no-go accuracy during frustration. This suggests that higher levels of irritability corresponded with increased conflict monitoring and poorer task performance during frustration. These findings add to a developing literature identifying the neurocognitive markers of varying levels of irritability in young children.
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Affiliation(s)
| | | | - David Pagliaccio
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Christopher R. Estabrook
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois
| | - Elvira Zobel
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
| | - James L. Burns
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
| | - Elizabeth S. Norton
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois
- School of Communication, Northwestern University, Evanston, Illinois
| | - Daniel S. Pine
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Melissa A. Brotman
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Ellen Leibenluft
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Lauren S. Wakschlag
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois
- Institute for Policy Research, Northwestern University, Chicago, Illinois
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Centanni TM, Norton ES, Ozernov-Palchik O, Park A, Beach SD, Halverson K, Gaab N, Gabrieli JDE. Disrupted left fusiform response to print in beginning kindergartners is associated with subsequent reading. Neuroimage Clin 2019; 22:101715. [PMID: 30798165 PMCID: PMC6389729 DOI: 10.1016/j.nicl.2019.101715] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 02/06/2019] [Accepted: 02/09/2019] [Indexed: 12/02/2022]
Abstract
Dyslexia is a common neurobiological disorder in which a child fails to acquire typical word reading skills despite adequate opportunity and intelligence. The visual word form area (VWFA) is a region within the left fusiform gyrus that specializes for print over the course of reading acquisition and is often hypoactivated in individuals with dyslexia. It is currently unknown whether atypicalities in this brain region are already present in kindergarten children who will subsequently develop dyslexia. Here, we measured fMRI activation in response to letters and false fonts in bilateral fusiform gyrus in children with and without risk for dyslexia (defined by family history or low scores on assessments of pre-reading skills, such as phonological awareness). We then followed these children longitudinally through the end of second grade to evaluate whether brain activation patterns in kindergarten were related to second-grade reading outcomes. Compared to typical readers who exhibited no risk factors for reading impairment in kindergarten, there was significant hypoactivation to both letters and false-fonts in the left fusiform gyrus in at-risk children who subsequently developed reading impairment, but not in at-risk children who developed typical reading skills. There were no significant differences in letter- or false-font responses in the right fusiform gyrus among the groups. The finding that hypoactivation to print in the VWFA is present in children who subsequently develop reading impairment even prior to the onset of formal reading instruction suggests that atypical responses to print play an early role in the development of reading impairments such as dyslexia.
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Affiliation(s)
- Tracy M Centanni
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States; Texas Christian University, Fort Worth, TX 76129, United States.
| | - Elizabeth S Norton
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States; Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL 60208, United States
| | - Ola Ozernov-Palchik
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
| | - Anne Park
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
| | - Sara D Beach
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
| | - Kelly Halverson
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States; Harvard Graduate School of Education, Cambridge, MA, United States
| | - John D E Gabrieli
- McGovern Institute for Brain Research and MIT Integrated Learning Initiative, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
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34
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Nayar K, Gordon PC, Martin GE, Hogan AL, La Valle C, McKinney W, Lee M, Norton ES, Losh M. Links between looking and speaking in autism and first-degree relatives: insights into the expression of genetic liability to autism. Mol Autism 2018; 9:51. [PMID: 30338047 PMCID: PMC6180594 DOI: 10.1186/s13229-018-0233-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 09/20/2018] [Indexed: 12/31/2022] Open
Abstract
Background Rapid automatized naming (RAN; naming of familiar items presented in an array) is a task that taps fundamental neurocognitive processes that are affected in a number of complex psychiatric conditions. Deficits in RAN have been repeatedly observed in autism spectrum disorder (ASD), and also among first-degree relatives, suggesting that RAN may tap features that index genetic liability to ASD. This study used eye tracking to examine neurocognitive mechanisms related to RAN performance in ASD and first-degree relatives, and investigated links to broader language and clinical-behavioral features. Methods Fifty-one individuals with ASD, biological parents of individuals with ASD (n = 133), and respective control groups (n = 45 ASD controls; 58 parent controls) completed RAN on an eye tracker. Variables included naming time, frequency of errors, and measures of eye movement during RAN (eye-voice span, number of fixations and refixations). Results Both the ASD and parent-ASD groups showed slower naming times, more errors, and atypical eye-movement patterns (e.g., increased fixations and refixations), relative to controls, with differences persisting after accounting for spousal resemblance. RAN ability and associated eye movement patterns were correlated with increased social-communicative impairment and increased repetitive behaviors in ASD. Longer RAN times and greater refixations in the parent-ASD group were driven by the subgroup who showed clinical-behavioral features of the broad autism phenotype (BAP). Finally, parent-child dyad correlations revealed associations between naming time and refixations in parents with the BAP and increased repetitive behaviors in their child with ASD. Conclusions Differences in RAN performance and associated eye movement patterns detected in ASD and in parents, and links to broader social-communicative abilities, clinical features, and parent-child associations, suggest that RAN-related abilities might constitute genetically meaningful neurocognitive markers that can help bridge connections between underlying biology and ASD symptomatology.
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Affiliation(s)
| | - Peter C Gordon
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | | | - Abigail L Hogan
- Northwestern University, Evanston, USA
- University of South Carolina, Columbia, USA
| | - Chelsea La Valle
- Northwestern University, Evanston, USA
- Boston University, Boston, USA
| | - Walker McKinney
- Northwestern University, Evanston, USA
- University of Kansas, Lawrence, USA
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Ozernov-Palchik O, Norton ES, Wang Y, Beach SD, Zuk J, Wolf M, Gabrieli JDE, Gaab N. The relationship between socioeconomic status and white matter microstructure in pre-reading children: A longitudinal investigation. Hum Brain Mapp 2018; 40:741-754. [PMID: 30276914 DOI: 10.1002/hbm.24407] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 09/11/2018] [Accepted: 09/17/2018] [Indexed: 12/18/2022] Open
Abstract
Reading is a learned skill crucial for educational attainment. Children from families of lower socioeconomic status (SES) tend to have poorer reading performance and this gap widens across years of schooling. Reading relies on the orchestration of multiple neural systems integrated via specific white-matter pathways, but there is limited understanding about whether these pathways relate differentially to reading performance depending on SES background. Kindergarten white-matter FA and second-grade reading outcomes were investigated in an SES-diverse sample of 125 children. The three left-hemisphere white-matter tracts most associated with reading, and their right-hemisphere homologs, were examined: arcuate fasciculus (AF), superior longitudinal fasciculus (SLF), and inferior longitudinal fasciculus (ILF). There was a significant and positive association between SES and fractional anisotropy (FA) in the bilateral ILF in kindergarten. SES moderated the association between kindergarten ILF and second grade reading performance, such that it was positive in lower-SES children, but not significant in higher-SES children. These results have implications for understanding the role of the environment in the development of the neural pathways that support reading.
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Affiliation(s)
- Ola Ozernov-Palchik
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA.,Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA
| | - Elizabeth S Norton
- Department of Communication Sciences and Disorders, Department of Medical Social Sciences, and Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, IL
| | - Yingying Wang
- College of Education and Human Sciences, University of Nebraska, Lincoln, NE
| | - Sara D Beach
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA.,Harvard Medical School, Boston, Massachusetts Boston Children's Hospital, Boston, MA
| | - Jennifer Zuk
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA.,Harvard Medical School, Boston, Massachusetts Boston Children's Hospital, Boston, MA
| | - Maryanne Wolf
- Center for Dyslexia, Diverse Learners, and Social Justice, Graduate School of Education and Information Studies, UCLA
| | - John D E Gabrieli
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA.,Harvard Medical School, Boston, Massachusetts Boston Children's Hospital, Boston, MA
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Centanni TM, Norton ES, Park A, Beach SD, Halverson K, Ozernov-Palchik O, Gaab N, Gabrieli JDE. Early development of letter specialization in left fusiform is associated with better word reading and smaller fusiform face area. Dev Sci 2018; 21:e12658. [PMID: 29504651 DOI: 10.1111/desc.12658] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 01/29/2018] [Indexed: 11/26/2022]
Abstract
A functional region of left fusiform gyrus termed "the visual word form area" (VWFA) develops during reading acquisition to respond more strongly to printed words than to other visual stimuli. Here, we examined responses to letters among 5- and 6-year-old early kindergarten children (N = 48) with little or no school-based reading instruction who varied in their reading ability. We used functional magnetic resonance imaging (fMRI) to measure responses to individual letters, false fonts, and faces in left and right fusiform gyri. We then evaluated whether signal change and size (spatial extent) of letter-sensitive cortex (greater activation for letters versus faces) and letter-specific cortex (greater activation for letters versus false fonts) in these regions related to (a) standardized measures of word-reading ability and (b) signal change and size of face-sensitive cortex (fusiform face area or FFA; greater activation for faces versus letters). Greater letter specificity, but not letter sensitivity, in left fusiform gyrus correlated positively with word reading scores. Across children, in the left fusiform gyrus, greater size of letter-sensitive cortex correlated with lesser size of FFA. These findings are the first to suggest that in beginning readers, development of letter responsivity in left fusiform cortex is associated with both better reading ability and also a reduction of the size of left FFA that may result in right-hemisphere dominance for face perception.
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Affiliation(s)
- Tracy M Centanni
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Psychology, Texas Christian University, Fort Worth, Texas, USA
| | - Elizabeth S Norton
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, and Institute for Innovations in Developmental Sciences, Northwestern University, Evanston, Illinois, USA
| | - Anne Park
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Sara D Beach
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Kelly Halverson
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | | | - Nadine Gaab
- Boston Children's Hospital, Boston, Massachusetts, USA
| | - John DE Gabrieli
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Ozernov-Palchik O, Norton ES, Sideridis G, Beach SD, Wolf M, Gabrieli JDE, Gaab N. Longitudinal stability of pre-reading skill profiles of kindergarten children: implications for early screening and theories of reading. Dev Sci 2017; 20:10.1111/desc.12471. [PMID: 27747988 PMCID: PMC5393968 DOI: 10.1111/desc.12471] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 06/02/2016] [Indexed: 11/25/2022]
Abstract
Research suggests that early identification of developmental dyslexia is important for mitigating the negative effects of dyslexia, including reduced educational attainment and increased socioemotional difficulties. The strongest pre-literacy predictors of dyslexia are rapid automatized naming (RAN), phonological awareness (PA), letter knowledge, and verbal short-term memory. The relationship among these constructs has been debated, and several theories have emerged to explain the unique role of each in reading ability/disability. Furthermore, the stability of identification of risk based on these measures varies widely across studies, due in part to the different cut-offs employed to designate risk. We applied a latent profile analysis technique with a diverse sample of 1215 kindergarten and pre-kindergarten students from 20 schools, to investigate whether PA, RAN, letter knowledge, and verbal short-term memory measures differentiated between homogenous profiles of performance on these measures. Six profiles of performance emerged from the data: average performers, below average performers, high performers, PA risk, RAN risk, and double-deficit risk (both PA and RAN). A latent class regression model was employed to investigate the longitudinal stability of these groups in a representative subset of children (n = 95) nearly two years later, at the end of 1st grade. Profile membership in the spring semester of pre-kindergarten or fall semester of kindergarten was significantly predictive of later reading performance, with the specific patterns of performance on the different constructs remaining stable across the years. There was a higher frequency of PA and RAN deficits in children from lower socioeconomic status (SES) backgrounds. There was no evidence for the IQ-achievement discrepancy criterion traditionally used to diagnose dyslexia. Our results support the feasibility of early identification of dyslexia risk and point to the heterogeneity of risk profiles. These findings carry important implications for improving outcomes for children with dyslexia, based on more targeted interventions.
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Affiliation(s)
- Ola Ozernov-Palchik
- Eliot-Pearson Department of Child Study and Human Development, Tufts University, USA
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, USA
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, USA
| | - Elizabeth S Norton
- Department of Communication Sciences and Disorders, Northwestern University, USA
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, USA
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, USA
| | - Georgios Sideridis
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, USA
- Harvard Medical School, USA
| | - Sara D Beach
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, USA
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, USA
- Harvard Medical School, USA
| | - Maryanne Wolf
- Eliot-Pearson Department of Child Study and Human Development, Tufts University, USA
| | - John D E Gabrieli
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, USA
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, USA
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, USA
- Harvard Medical School, USA
- Harvard Graduate School of Education, USA
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Saygin ZM, Osher DE, Norton ES, Youssoufian DA, Beach SD, Feather J, Gaab N, Gabrieli JDE, Kanwisher N. Connectivity precedes function in the development of the visual word form area. Nat Neurosci 2016; 19:1250-5. [PMID: 27500407 PMCID: PMC5003691 DOI: 10.1038/nn.4354] [Citation(s) in RCA: 227] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 07/05/2016] [Indexed: 11/11/2022]
Abstract
What determines the cortical location where a given functionally specific region will arise in development? Here we test the hypothesis that functionally specific regions develop in their characteristic locations because of pre-existing differences in the extrinsic connectivity of that region to the rest of the brain. We exploit the Visual Word Form Area (VWFA) as a test case, scanning children with diffusion and functional imaging at age five, before they learned to read, and at age 8, after they learned to read. We find the VWFA develops functionally in this interval and that its location in a particular child at age 8 can be predicted from that child’s connectivity fingerprints (but not functional responses) at age 5. These results suggest that early connectivity instructs the functional development of the VWFA, possibly reflecting a general mechanism of cortical development.
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Affiliation(s)
- Zeynep M Saygin
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - David E Osher
- Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts, USA
| | - Elizabeth S Norton
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA
| | - Deanna A Youssoufian
- Department of Biological Sciences, Barnard College, Columbia University, New York, New York, USA
| | - Sara D Beach
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Jenelle Feather
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Nadine Gaab
- Boston Children's Hospital, Boston, Massachusetts, USA
| | - John D E Gabrieli
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Nancy Kanwisher
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Vandermosten M, Hoeft F, Norton ES. Integrating MRI brain imaging studies of pre-reading children with current theories of developmental dyslexia: A review and quantitative meta-analysis. Curr Opin Behav Sci 2016; 10:155-161. [PMID: 27458603 DOI: 10.1016/j.cobeha.2016.06.007] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The neurobiological substrates that cause people with dyslexia to experience difficulty in acquiring accurate and fluent reading skills are still largely unknown. Although structural and functional brain anomalies associated with dyslexia have been reported in adults and school-age children, these anomalies may represent differences in reading experience rather than the etiology of dyslexia. Conducting MRI studies of pre-readers at risk for dyslexia is one approach that enables us to identify brain alterations that exist before differences in reading experience emerge. The current review summarizes MRI studies that examine brain differences associated with risk for dyslexia in children before reading instruction and meta-analyzes these studies. In order to link these findings with current etiological theories of dyslexia, we focus on studies that take a modular perspective rather than a network approach. Although some of the observed differences in pre-readers at risk for dyslexia may still be shaped by language experiences during the first years of life, such studies underscore the existence of reading-related brain anomalies prior to reading onset and could eventually lead to earlier and more precise diagnosis and treatment of dyslexia.
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Affiliation(s)
- Maaike Vandermosten
- University of California San Francisco, Department of Psychiatry and Weill Institute for Neurosciences, 401 Parnassus Ave., San Francisco CA 94143, USA; KU Leuven, Department of Psychology and Educational Science, L. Vanderkelenstraat 32, Leuven, Belgium
| | - Fumiko Hoeft
- University of California San Francisco, Department of Psychiatry and Weill Institute for Neurosciences, 401 Parnassus Ave., San Francisco CA 94143, USA; Haskins Laboratories, 300 George St. #900, New Haven CT 06511, USA; Keio University School of Medicine, Department of Neuropsychiatry, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Elizabeth S Norton
- Northwestern University, Roxelyn & Richard Pepper Department of Communication Sciences and Disorders, 2240 Campus Dr., Evanston IL 60208, USA
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40
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Abstract
Dyslexia is one of the most common learning disabilities, yet its brain basis and core causes are not yet fully understood. Neuroimaging methods, including structural and functional magnetic resonance imaging, diffusion tensor imaging, and electrophysiology, have significantly contributed to knowledge about the neurobiology of dyslexia. Recent studies have discovered brain differences before formal instruction that likely encourage or discourage learning to read effectively, distinguished between brain differences that likely reflect the etiology of dyslexia versus brain differences that are the consequences of variation in reading experience, and identified distinct neural networks associated with specific psychological factors that are associated with dyslexia.
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Affiliation(s)
- Elizabeth S Norton
- McGovern Institute for Brain Research, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 43 Vassar Street, Cambridge, MA 02139, United States.
| | - Sara D Beach
- McGovern Institute for Brain Research, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 43 Vassar Street, Cambridge, MA 02139, United States
| | - John D E Gabrieli
- McGovern Institute for Brain Research, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 43 Vassar Street, Cambridge, MA 02139, United States; Institute for Medical Engineering & Science, Cambridge, MA 02139, United States
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41
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Norton ES, Black JM, Stanley LM, Tanaka H, Gabrieli JDE, Sawyer C, Hoeft F. Functional neuroanatomical evidence for the double-deficit hypothesis of developmental dyslexia. Neuropsychologia 2014; 61:235-46. [PMID: 24953957 DOI: 10.1016/j.neuropsychologia.2014.06.015] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Revised: 04/15/2014] [Accepted: 06/12/2014] [Indexed: 12/28/2022]
Abstract
The double-deficit hypothesis of dyslexia posits that both rapid naming and phonological impairments can cause reading difficulties, and that individuals who have both of these deficits show greater reading impairments compared to those with a single deficit. Despite extensive behavioral research, the brain basis of poor reading with a double-deficit has never been investigated. The goal of the study was to evaluate the double-deficit hypothesis using functional MRI. Activation patterns during a printed word rhyme judgment task in 90 children with a wide range of reading abilities showed dissociation between brain regions that were sensitive to phonological awareness (left inferior frontal and inferior parietal regions) and rapid naming (right cerebellar lobule VI). More specifically, the double-deficit group showed less activation in the fronto-parietal reading network compared to children with only a deficit in phonological awareness, who in turn showed less activation than the typically-reading group. On the other hand, the double-deficit group showed less cerebellar activation compared to children with only a rapid naming deficit, who in turn showed less activation than the typically-reading children. Functional connectivity analyses revealed that bilateral prefrontal regions were key for linking brain regions associated with phonological awareness and rapid naming, with the double-deficit group being the most aberrant in their connectivity. Our study provides the first functional neuroanatomical evidence for the double-deficit hypothesis of developmental dyslexia.
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Affiliation(s)
- Elizabeth S Norton
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Jessica M Black
- Graduate School of Social Work, Boston College, Chestnut Hill, MA 02467, USA
| | - Leanne M Stanley
- Child and Adolescent Psychiatry, Department of Psychiatry, University of California, San Francisco, CA 94143, USA; Pacific Graduate School of Psychology, Palo Alto University, Palo Alto, CA 94304, USA
| | - Hiroko Tanaka
- Child and Adolescent Psychiatry, Department of Psychiatry, University of California, San Francisco, CA 94143, USA; Department of Neuropsychology, Children's Healthcare of Atlanta, and Emory University School of Medicine, Atlanta, GA 30322, USA
| | - John D E Gabrieli
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Institute for Medical Engineering & Science, Cambridge, MA 02139, USA
| | - Carolyn Sawyer
- Child and Adolescent Psychiatry, Department of Psychiatry, University of California, San Francisco, CA 94143, USA; Department of Pediatrics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Fumiko Hoeft
- Child and Adolescent Psychiatry, Department of Psychiatry, University of California, San Francisco, CA 94143, USA; Haskins Laboratories, New Haven, CT 06511, USA; Department of Neuropsychiatry, Keio University School of Medicine, Tokyo 160, Japan.
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Abstract
Children with dyslexia may read poorly for several reasons. Recent research suggests that in addition to skills with language sounds, visual-spatial attention may be an important predictor of reading abilities.
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Affiliation(s)
- John D E Gabrieli
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, MIT, Cambridge, MA 02139, USA.
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Affiliation(s)
| | - Maryanne Wolf
- Center for Reading and Language Research, Eliot-Pearson Department of Child Development, Tufts University, Medford, Massachusetts 02155;
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Kovelman I, Norton ES, Christodoulou JA, Gaab N, Lieberman DA, Triantafyllou C, Wolf M, Whitfield-Gabrieli S, Gabrieli JDE. Brain basis of phonological awareness for spoken language in children and its disruption in dyslexia. Cereb Cortex 2011; 22:754-64. [PMID: 21693783 DOI: 10.1093/cercor/bhr094] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Phonological awareness, knowledge that speech is composed of syllables and phonemes, is critical for learning to read. Phonological awareness precedes and predicts successful transition from language to literacy, and weakness in phonological awareness is a leading cause of dyslexia, but the brain basis of phonological awareness for spoken language in children is unknown. We used functional magnetic resonance imaging to identify the neural correlates of phonological awareness using an auditory word-rhyming task in children who were typical readers or who had dyslexia (ages 7-13) and a younger group of kindergarteners (ages 5-6). Typically developing children, but not children with dyslexia, recruited left dorsolateral prefrontal cortex (DLPFC) when making explicit phonological judgments. Kindergarteners, who were matched to the older children with dyslexia on standardized tests of phonological awareness, also recruited left DLPFC. Left DLPFC may play a critical role in the development of phonological awareness for spoken language critical for reading and in the etiology of dyslexia.
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Affiliation(s)
- Ioulia Kovelman
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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Norton ES, Kovelman I, Petitto LA. Are There Separate Neural Systems for Spelling? New Insights into the Role of Rules and Memory in Spelling from Functional Magnetic Resonance Imaging. Mind Brain Educ 2007; 1:48-59. [PMID: 20011680 PMCID: PMC2790202 DOI: 10.1111/j.1751-228x.2007.00005.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
How do people spell the thousands of words at the tips of their tongues? Are words with regular sound-to-letter correspondences (e.g., "blink") spelled using the same neural systems as those with irregular correspondences (e.g., "yacht")? By offering novel neuroimaging evidence, we aim to advance contemporary debate about whether people use a single lexical memory process or whether dual mechanisms of lexical memory and sublexical phonological rules work in concert. We further aim to advance understanding of how people read by taking a fresh look at the related yet distinct capacity to spell. During functional magnetic resonance imaging scanning, 12 participants heard low-frequency regular words, irregular words, and nonwords (e.g., "shelm") and responded whether a visual presentation of the word was spelled correctly or incorrectly. While behavioral measures suggested some differences in accuracy and reaction time for the different word types, the neuroimaging results alone demonstrated robust differential processing and support a dual-route model of spelling, with implications for how spelling is taught and remediated in clinical and educational contexts.
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Norton ES. External fixation of the bovine vagina after reduction of a prolapse. J Am Vet Med Assoc 1969; 154:1179-81. [PMID: 5814209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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