Literature DB >> 26334918

A powerful phenotype for gene-finding studies derived from trajectory analyses of symptoms of anxiety and depression between age seven and 18.

Gitta H Lubke1,2, Patrick J Miller3, Brad Verhulst4, Meike Bartels5,6,7, Toos van Beijsterveldt5, Gonneke Willemsen5,7, Dorret I Boomsma5,6,7, Christel M Middeldorp8,9,10.   

Abstract

To investigate the utility of longitudinal data in genetic analyses of symptoms of anxiety and depression, we assessed individual differences between age 7 and 18 using growth mixture models, and investigated the genetic and non-genetic factors contributing to the trajectories. Mothers of 7,706 girl and 7,418 boy twins from the Netherlands Twin Register rated the anxious depression scale (SxAnxDep) of the Child Behavior Check List (CBCL) at age 7, 10, and 12 years. Two thousand seven hundred and six girl and 1,856 boy twins completed the Youth Self Report (YSR) at age 14, 16, and 18. While individual trajectories varied considerably, these differences were largely idiosyncratic and could not be grouped into separate latent classes with class-specific average growth curves. The intercept, which reflects the individuals' baseline level of SxAnxDep across time, explained 55-58% of the total phenotypic variance. The slope factor, which captures a common average trend over time, did not explain variance in the phenotype. This finding also underlines the high level of idiosyncrasy of trajectories that lack a common longitudinal structure. The analyses of twin data showed that the random intercept factor of SxAnxDep during childhood and during adolescence is considerably more heritable than the observations at any single age, namely between 60% and 84%. One explanation is that different factors contribute to the level of symptoms of anxiety and depression at any given time point, including temporary events and emotions. When considering baseline stability, these temporary influences average out, with the result of a more reliable and more heritable phenotype.
© 2015 Wiley Periodicals, Inc. © 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  depression; genetics; longitudinal

Mesh:

Year:  2015        PMID: 26334918      PMCID: PMC4852155          DOI: 10.1002/ajmg.b.32375

Source DB:  PubMed          Journal:  Am J Med Genet B Neuropsychiatr Genet        ISSN: 1552-4841            Impact factor:   3.568


  39 in total

1.  Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood?

Authors:  Gitta Lubke; Michael C Neale
Journal:  Multivariate Behav Res       Date:  2006-12-01       Impact factor: 5.923

2.  Netherlands Twin Register: from twins to twin families.

Authors:  Dorret I Boomsma; Eco J C de Geus; Jacqueline M Vink; Janine H Stubbe; Marijn A Distel; Jouke-Jan Hottenga; Danielle Posthuma; Toos C E M van Beijsterveldt; James J Hudziak; Meike Bartels; Gonneke Willemsen
Journal:  Twin Res Hum Genet       Date:  2006-12       Impact factor: 1.587

3.  Precursors and correlates of anxiety trajectories from late childhood to late adolescence.

Authors:  Primrose Letcher; Ann Sanson; Diana Smart; John W Toumbourou
Journal:  J Clin Child Adolesc Psychol       Date:  2012-05-02

4.  Relations with parents and with peers, temperament, and trajectories of depressed mood during early adolescence.

Authors:  Mara Brendgen; Brigitte Wanner; Alexandre J S Morin; Frank Vitaro
Journal:  J Abnorm Child Psychol       Date:  2005-10

5.  Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes.

Authors:  B Muthén; L K Muthén
Journal:  Alcohol Clin Exp Res       Date:  2000-06       Impact factor: 3.455

6.  Trajectories of pure and co-occurring internalizing and externalizing problems from age 2 to age 12: findings from the National Institute of Child Health and Human Development Study of Early Child Care.

Authors:  Kostas A Fanti; Christopher C Henrich
Journal:  Dev Psychol       Date:  2010-09

7.  Gender-Specific Developmental Trajectories of Anxiety during Adolescence: Determinants and Outcomes. The TRAILS Study.

Authors:  Jeroen S Legerstee; Frank C Verhulst; Sylvana C C Robbers; Johan Ormel; Albertine J Oldehinkel; Floor V A van Oort
Journal:  J Can Acad Child Adolesc Psychiatry       Date:  2013-02

8.  The ability of CBCL DSM-oriented scales to predict DSM-IV diagnoses in a referred sample of children and adolescents.

Authors:  Monica Bellina; Paolo Brambilla; Marco Garzitto; Gioia A L Negri; Massimo Molteni; Maria Nobile
Journal:  Eur Child Adolesc Psychiatry       Date:  2012-11-09       Impact factor: 4.785

9.  Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4.

Authors: 
Journal:  Nat Genet       Date:  2011-09-18       Impact factor: 38.330

10.  Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs.

Authors:  S Hong Lee; Stephan Ripke; Benjamin M Neale; Stephen V Faraone; Shaun M Purcell; Roy H Perlis; Bryan J Mowry; Anita Thapar; Michael E Goddard; John S Witte; Devin Absher; Ingrid Agartz; Huda Akil; Farooq Amin; Ole A Andreassen; Adebayo Anjorin; Richard Anney; Verneri Anttila; Dan E Arking; Philip Asherson; Maria H Azevedo; Lena Backlund; Judith A Badner; Anthony J Bailey; Tobias Banaschewski; Jack D Barchas; Michael R Barnes; Thomas B Barrett; Nicholas Bass; Agatino Battaglia; Michael Bauer; Mònica Bayés; Frank Bellivier; Sarah E Bergen; Wade Berrettini; Catalina Betancur; Thomas Bettecken; Joseph Biederman; Elisabeth B Binder; Donald W Black; Douglas H R Blackwood; Cinnamon S Bloss; Michael Boehnke; Dorret I Boomsma; Gerome Breen; René Breuer; Richard Bruggeman; Paul Cormican; Nancy G Buccola; Jan K Buitelaar; William E Bunney; Joseph D Buxbaum; William F Byerley; Enda M Byrne; Sian Caesar; Wiepke Cahn; Rita M Cantor; Miguel Casas; Aravinda Chakravarti; Kimberly Chambert; Khalid Choudhury; Sven Cichon; C Robert Cloninger; David A Collier; Edwin H Cook; Hilary Coon; Bru Cormand; Aiden Corvin; William H Coryell; David W Craig; Ian W Craig; Jennifer Crosbie; Michael L Cuccaro; David Curtis; Darina Czamara; Susmita Datta; Geraldine Dawson; Richard Day; Eco J De Geus; Franziska Degenhardt; Srdjan Djurovic; Gary J Donohoe; Alysa E Doyle; Jubao Duan; Frank Dudbridge; Eftichia Duketis; Richard P Ebstein; Howard J Edenberg; Josephine Elia; Sean Ennis; Bruno Etain; Ayman Fanous; Anne E Farmer; I Nicol Ferrier; Matthew Flickinger; Eric Fombonne; Tatiana Foroud; Josef Frank; Barbara Franke; Christine Fraser; Robert Freedman; Nelson B Freimer; Christine M Freitag; Marion Friedl; Louise Frisén; Louise Gallagher; Pablo V Gejman; Lyudmila Georgieva; Elliot S Gershon; Daniel H Geschwind; Ina Giegling; Michael Gill; Scott D Gordon; Katherine Gordon-Smith; Elaine K Green; Tiffany A Greenwood; Dorothy E Grice; Magdalena Gross; Detelina Grozeva; Weihua Guan; Hugh Gurling; Lieuwe De Haan; Jonathan L Haines; Hakon Hakonarson; Joachim Hallmayer; Steven P Hamilton; Marian L Hamshere; Thomas F Hansen; Annette M Hartmann; Martin Hautzinger; Andrew C Heath; Anjali K Henders; Stefan Herms; Ian B Hickie; Maria Hipolito; Susanne Hoefels; Peter A Holmans; Florian Holsboer; Witte J Hoogendijk; Jouke-Jan Hottenga; Christina M Hultman; Vanessa Hus; Andrés Ingason; Marcus Ising; Stéphane Jamain; Edward G Jones; Ian Jones; Lisa Jones; Jung-Ying Tzeng; Anna K Kähler; René S Kahn; Radhika Kandaswamy; Matthew C Keller; James L Kennedy; Elaine Kenny; Lindsey Kent; Yunjung Kim; George K Kirov; Sabine M Klauck; Lambertus Klei; James A Knowles; Martin A Kohli; Daniel L Koller; Bettina Konte; Ania Korszun; Lydia Krabbendam; Robert Krasucki; Jonna Kuntsi; Phoenix Kwan; Mikael Landén; Niklas Långström; Mark Lathrop; Jacob Lawrence; William B Lawson; Marion Leboyer; David H Ledbetter; Phil H Lee; Todd Lencz; Klaus-Peter Lesch; Douglas F Levinson; Cathryn M Lewis; Jun Li; Paul Lichtenstein; Jeffrey A Lieberman; Dan-Yu Lin; Don H Linszen; Chunyu Liu; Falk W Lohoff; Sandra K Loo; Catherine Lord; Jennifer K Lowe; Susanne Lucae; Donald J MacIntyre; Pamela A F Madden; Elena Maestrini; Patrik K E Magnusson; Pamela B Mahon; Wolfgang Maier; Anil K Malhotra; Shrikant M Mane; Christa L Martin; Nicholas G Martin; Manuel Mattheisen; Keith Matthews; Morten Mattingsdal; Steven A McCarroll; Kevin A McGhee; James J McGough; Patrick J McGrath; Peter McGuffin; Melvin G McInnis; Andrew McIntosh; Rebecca McKinney; Alan W McLean; Francis J McMahon; William M McMahon; Andrew McQuillin; Helena Medeiros; Sarah E Medland; Sandra Meier; Ingrid Melle; Fan Meng; Jobst Meyer; Christel M Middeldorp; Lefkos Middleton; Vihra Milanova; Ana Miranda; Anthony P Monaco; Grant W Montgomery; Jennifer L Moran; Daniel Moreno-De-Luca; Gunnar Morken; Derek W Morris; Eric M Morrow; Valentina Moskvina; Pierandrea Muglia; Thomas W Mühleisen; Walter J Muir; Bertram Müller-Myhsok; Michael Murtha; Richard M Myers; Inez Myin-Germeys; Michael C Neale; Stan F Nelson; Caroline M Nievergelt; Ivan Nikolov; Vishwajit Nimgaonkar; Willem A Nolen; Markus M Nöthen; John I Nurnberger; Evaristus A Nwulia; Dale R Nyholt; Colm O'Dushlaine; Robert D Oades; Ann Olincy; Guiomar Oliveira; Line Olsen; Roel A Ophoff; Urban Osby; Michael J Owen; Aarno Palotie; Jeremy R Parr; Andrew D Paterson; Carlos N Pato; Michele T Pato; Brenda W Penninx; Michele L Pergadia; Margaret A Pericak-Vance; Benjamin S Pickard; Jonathan Pimm; Joseph Piven; Danielle Posthuma; James B Potash; Fritz Poustka; Peter Propping; Vinay Puri; Digby J Quested; Emma M Quinn; Josep Antoni Ramos-Quiroga; Henrik B Rasmussen; Soumya Raychaudhuri; Karola Rehnström; Andreas Reif; Marta Ribasés; John P Rice; Marcella Rietschel; Kathryn Roeder; Herbert Roeyers; Lizzy Rossin; Aribert Rothenberger; Guy Rouleau; Douglas Ruderfer; Dan Rujescu; Alan R Sanders; Stephan J Sanders; Susan L Santangelo; Joseph A Sergeant; Russell Schachar; Martin Schalling; Alan F Schatzberg; William A Scheftner; Gerard D Schellenberg; Stephen W Scherer; Nicholas J Schork; Thomas G Schulze; Johannes Schumacher; Markus Schwarz; Edward Scolnick; Laura J Scott; Jianxin Shi; Paul D Shilling; Stanley I Shyn; Jeremy M Silverman; Susan L Slager; Susan L Smalley; Johannes H Smit; Erin N Smith; Edmund J S Sonuga-Barke; David St Clair; Matthew State; Michael Steffens; Hans-Christoph Steinhausen; John S Strauss; Jana Strohmaier; T Scott Stroup; James S Sutcliffe; Peter Szatmari; Szabocls Szelinger; Srinivasa Thirumalai; Robert C Thompson; Alexandre A Todorov; Federica Tozzi; Jens Treutlein; Manfred Uhr; Edwin J C G van den Oord; Gerard Van Grootheest; Jim Van Os; Astrid M Vicente; Veronica J Vieland; John B Vincent; Peter M Visscher; Christopher A Walsh; Thomas H Wassink; Stanley J Watson; Myrna M Weissman; Thomas Werge; Thomas F Wienker; Ellen M Wijsman; Gonneke Willemsen; Nigel Williams; A Jeremy Willsey; Stephanie H Witt; Wei Xu; Allan H Young; Timothy W Yu; Stanley Zammit; Peter P Zandi; Peng Zhang; Frans G Zitman; Sebastian Zöllner; Bernie Devlin; John R Kelsoe; Pamela Sklar; Mark J Daly; Michael C O'Donovan; Nicholas Craddock; Patrick F Sullivan; Jordan W Smoller; Kenneth S Kendler; Naomi R Wray
Journal:  Nat Genet       Date:  2013-08-11       Impact factor: 38.330

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  6 in total

1.  Sum Scores in Twin Growth Curve Models: Practicality Versus Bias.

Authors:  Justin M Luningham; Daniel B McArtor; Meike Bartels; Dorret I Boomsma; Gitta H Lubke
Journal:  Behav Genet       Date:  2017-08-05       Impact factor: 2.805

2.  Etiology of Stability and Growth of Internalizing and Externalizing Behavior Problems Across Childhood and Adolescence.

Authors:  Alexander S Hatoum; Soo Hyun Rhee; Robin P Corley; John K Hewitt; Naomi P Friedman
Journal:  Behav Genet       Date:  2018-04-20       Impact factor: 2.805

3.  Unraveling the genetic architecture of major depressive disorder: merits and pitfalls of the approaches used in genome-wide association studies.

Authors:  I Schwabe; Y Milaneschi; Z Gerring; P F Sullivan; E Schulte; N P Suppli; J G Thorp; E M Derks; C M Middeldorp
Journal:  Psychol Med       Date:  2019-09-27       Impact factor: 7.723

4.  A Genome-Wide Association Meta-Analysis of Attention-Deficit/Hyperactivity Disorder Symptoms in Population-Based Pediatric Cohorts.

Authors:  Christel M Middeldorp; Anke R Hammerschlag; Klaasjan G Ouwens; Maria M Groen-Blokhuis; Beate St Pourcain; Corina U Greven; Irene Pappa; Carla M T Tiesler; Wei Ang; Ilja M Nolte; Natalia Vilor-Tejedor; Jonas Bacelis; Jane L Ebejer; Huiying Zhao; Gareth E Davies; Erik A Ehli; David M Evans; Iryna O Fedko; Mònica Guxens; Jouke-Jan Hottenga; James J Hudziak; Astanand Jugessur; John P Kemp; Eva Krapohl; Nicholas G Martin; Mario Murcia; Ronny Myhre; Johan Ormel; Susan M Ring; Marie Standl; Evie Stergiakouli; Camilla Stoltenberg; Elisabeth Thiering; Nicholas J Timpson; Maciej Trzaskowski; Peter J van der Most; Carol Wang; Dale R Nyholt; Sarah E Medland; Benjamin Neale; Bo Jacobsson; Jordi Sunyer; Catharina A Hartman; Andrew J O Whitehouse; Craig E Pennell; Joachim Heinrich; Robert Plomin; George Davey Smith; Henning Tiemeier; Danielle Posthuma; Dorret I Boomsma
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2016-08-05       Impact factor: 8.829

5.  Genetic Liability for Schizophrenia and Childhood Psychopathology in the General Population.

Authors:  Laurie J Hannigan; Ragna Bugge Askeland; Helga Ask; Martin Tesli; Elizabeth Corfield; Ziada Ayorech; Øyvind Helgeland; Per Magnus; Pål Rasmus Njølstad; Anne-Siri Øyen; Camilla Stoltenberg; Ole A Andreassen; George Davey Smith; Ted Reichborn-Kjennerud; Alexandra Havdahl
Journal:  Schizophr Bull       Date:  2021-07-08       Impact factor: 9.306

6.  Extracting stability increases the SNP heritability of emotional problems in young people.

Authors:  Rosa Cheesman; Kirstin L Purves; Jean-Baptiste Pingault; Gerome Breen; Fruhling Rijsdij K; Robert Plomin; Thalia C Eley
Journal:  Transl Psychiatry       Date:  2018-10-17       Impact factor: 6.222

  6 in total

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