Literature DB >> 35095215

Translating RDoC to Real-World Impact in Developmental Psychopathology: A Neurodevelopmental Framework for Application of Mental Health Risk Calculators.

Leigha A MacNeill1,2, Norrina B Allen2,3, Roshaye B Poleon2, Teresa Vargas4, K Juston Osborne4, Katherine S F Damme4, Deanna M Barch5,6,7, Sheila Krogh-Jespersen1,2, Ashley N Nielsen8, Elizabeth S Norton1,2,9, Christopher D Smyser7,8,10, Cynthia E Rogers6,10, Joan L Luby6, Vijay A Mittal1,2,4,11,12, Lauren S Wakschlag1,2.   

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.

Entities:  

Keywords:  RDoC; developmental change; prevention/intervention; psychopathology; risk calculator

Mesh:

Year:  2021        PMID: 35095215      PMCID: PMC8794223          DOI: 10.1017/s0954579421000651

Source DB:  PubMed          Journal:  Dev Psychopathol        ISSN: 0954-5794


  125 in total

Review 1.  Assessing psychological change in adulthood: an overview of methodological issues.

Authors:  Christopher Hertzog; John R Nesselroade
Journal:  Psychol Aging       Date:  2003-12

Review 2.  Analysis of longitudinal data: the integration of theoretical model, temporal design, and statistical model.

Authors:  Linda M Collins
Journal:  Annu Rev Psychol       Date:  2006       Impact factor: 24.137

Review 3.  All for One and One for All: Mental Disorders in One Dimension.

Authors:  Avshalom Caspi; Terrie E Moffitt
Journal:  Am J Psychiatry       Date:  2018-04-06       Impact factor: 18.112

4.  Transdiagnostic Behavioral Therapies in Pediatric Primary Care: Looking Ahead.

Authors:  John T Walkup; Tara Mathews; Cori Meredith Green
Journal:  JAMA Psychiatry       Date:  2017-06-01       Impact factor: 21.596

5.  Transdiagnostic factors and pathways to multifinality: The error-related negativity predicts whether preschool irritability is associated with internalizing versus externalizing symptoms at age 9.

Authors:  Ellen M Kessel; Alexandria Meyer; Greg Hajcak; Lea R Dougherty; Dana C Torpey-Newman; Gabrielle A Carlson; Daniel N Klein
Journal:  Dev Psychopathol       Date:  2016-11

6.  Bidirectional associations between parental warmth, callous unemotional behavior, and behavior problems in high-risk preschoolers.

Authors:  Rebecca Waller; Frances Gardner; Essi Viding; Daniel S Shaw; Thomas J Dishion; Melvin N Wilson; Luke W Hyde
Journal:  J Abnorm Child Psychol       Date:  2014-11

7.  Family members' of persons living with a serious mental illness: experiences and efforts to cope with stigma.

Authors:  Orit Karnieli-Miller; Deborah A Perlick; Ann Nelson; Kate Mattias; Patrick Corrigan; David Roe
Journal:  J Ment Health       Date:  2013-05-10

8.  Toward a Developmental Nosology for Disruptive Mood Dysregulation Disorder in Early Childhood.

Authors:  Jillian Lee Wiggins; Margaret J Briggs-Gowan; Melissa A Brotman; Ellen Leibenluft; Lauren S Wakschlag
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2020-06-27       Impact factor: 8.829

Review 9.  Adult mental health disorders and their age at onset.

Authors:  P B Jones
Journal:  Br J Psychiatry Suppl       Date:  2013-01

10.  Transdiagnostic Risk Calculator for the Automatic Detection of Individuals at Risk and the Prediction of Psychosis: Second Replication in an Independent National Health Service Trust.

Authors:  Paolo Fusar-Poli; Nomi Werbeloff; Grazia Rutigliano; Dominic Oliver; Cathy Davies; Daniel Stahl; Philip McGuire; David Osborn
Journal:  Schizophr Bull       Date:  2019-04-25       Impact factor: 9.306

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  1 in total

1.  Don't Get Lost in Translation: Integrating Developmental and Implementation Sciences to Accelerate Real-World Impact on Children's Development, Health, and Wellbeing.

Authors:  Lauren S Wakschlag; Amy L Finlay-Jones; Leigha A MacNeill; Aaron J Kaat; C Hendricks Brown; Matthew M Davis; Patricia Franklin; Cady Berkel; Sheila Krogh-Jespersen; Justin D Smith
Journal:  Front Public Health       Date:  2022-04-14
  1 in total

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