Association of Genetic Risk for Schizophrenia With Nonparticipation Over Time in a Population-Based Cohort Study

被引:90
作者
Martin, Joanna [1 ,2 ,3 ]
Tilling, Kate [4 ]
Hubbard, Leon [1 ]
Stergiakouli, Evie [4 ]
Thapar, Anita [1 ]
Smith, George Davey [4 ]
O'Donovan, Michael C. [1 ]
Zammit, Stanley [1 ,4 ]
机构
[1] Cardiff Univ, Sch Med, Ctr Neuropsychiatr Genet & Genom, MRC,Inst Psychol Med & Clin Neurosci, Hadyn Ellis Bldg,Maindy Rd, Cardiff CF24 4HQ, S Glam, Wales
[2] Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[3] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA USA
[4] Univ Bristol, MRC, Integrat Epidemiol Unit, Bristol, Avon, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
Avon Longitudinal Study of Parents and Children; attrition bias; cohort studies; genetic risk; longitudinal studies; schizophrenia; study nonparticipation; PSYCHIATRIC-DISORDERS;
D O I
10.1093/aje/kww009
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Progress has recently been made in understanding the genetic basis of schizophrenia and other psychiatric disorders. Longitudinal studies are complicated by participant dropout, which could be related to the presence of psychiatric problems and associated genetic risk. We tested whether common genetic variants implicated in schizophrenia were associated with study nonparticipation among 7,867 children and 7,850 mothers from the Avon Longitudinal Study of Parents and Children (ALSPAC; 1991-2007), a longitudinal population cohort study. Higher polygenic risk scores for schizophrenia were consistently associated with noncompletion of questionnaires by study mothers and children and nonattendance at data collection throughout childhood and adolescence (ages 1-15 years). These associations persisted after adjustment for other potential correlates of nonparticipation. Results suggest that persons at higher genetic risk for schizophrenia are likely to be underrepresented in cohort studies, which will underestimate risk of this and related psychiatric, cognitive, and behavioral phenotypes in the population. Statistical power to detect associations with these phenotypes will be reduced, while analyses of schizophrenia-related phenotypes as outcomes may be biased by the nonrandom missingness of these phenotypes, even if multiple imputation is used. Similarly, in complete-case analyses, collider bias may affect associations between genetic risk and other factors associated with missingness.
引用
收藏
页码:1149 / 1158
页数:10
相关论文
共 24 条
[1]   Polygenic Risk Score, Parental Socioeconomic Status, Family History of Psychiatric Disorders, and the Risk for Schizophrenia A Danish Population-Based Study and Meta-analysis [J].
Agerbo, Esben ;
Sullivan, Patrick F. ;
Vilhjalmsson, Bjarni J. ;
Pedersen, Carsten B. ;
Mors, Ole ;
Borglum, Anders D. ;
Hougaard, David M. ;
Hollegaard, Mads V. ;
Meier, Sandra ;
Mattheisen, Manuel ;
Ripke, Stephan ;
Wray, Naomi R. ;
Mortensen, Preben B. .
JAMA PSYCHIATRY, 2015, 72 (07) :635-641
[2]   Cohort Profile: The 'Children of the 90s'-the index offspring of the Avon Longitudinal Study of Parents and Children [J].
Boyd, Andy ;
Golding, Jean ;
Macleod, John ;
Lawlor, Debbie A. ;
Fraser, Abigail ;
Henderson, John ;
Molloy, Lynn ;
Ness, Andy ;
Ring, Susan ;
Smith, George Davey .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (01) :111-127
[3]  
Center for Statistical Genetics University of Michigan, 2003, GEN IMP
[4]   Second-generation PLINK: rising to the challenge of larger and richer datasets [J].
Chang, Christopher C. ;
Chow, Carson C. ;
Tellier, Laurent C. A. M. ;
Vattikuti, Shashaank ;
Purcell, Shaun M. ;
Lee, James J. .
GIGASCIENCE, 2015, 4
[5]   Psychiatric and sociodemographic predictors of attrition in a longitudinal study - The Netherlands Mental Health Survey and Incidence Study (NEMESIS) [J].
de Graaf, R ;
Bijl, RV ;
Smit, F ;
Ravelli, A ;
Vollebergh, WAM .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2000, 152 (11) :1039-1047
[6]   Genomic insights into the overlap between psychiatric disorders: implications for research and clinical practice [J].
Doherty, Joanne L. ;
Owen, Michael J. .
GENOME MEDICINE, 2014, 6
[7]   Cohort Profile: The Avon Longitudinal Study of Parents and Children: ALSPAC mothers cohort [J].
Fraser, Abigail ;
Macdonald-Wallis, Corrie ;
Tilling, Kate ;
Boyd, Andy ;
Golding, Jean ;
Smith, George Davey ;
Henderson, John ;
Macleod, John ;
Molloy, Lynn ;
Ness, Andy ;
Ring, Susan ;
Nelson, Scott M. ;
Lawlor, Debbie A. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (01) :97-110
[8]   The strengths and difficulties questionnaire: A research note [J].
Goodman, R .
JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY AND ALLIED DISCIPLINES, 1997, 38 (05) :581-586
[9]   Shared polygenic contribution between childhood attention-deficit hyperactivity disorder and adult schizophrenia [J].
Hamshere, Marian L. ;
Stergiakouli, Evangelia ;
Langley, Kate ;
Martin, Joanna ;
Holmans, Peter ;
Kent, Lindsey ;
Owen, Michael J. ;
Gill, Michael ;
Thapar, Anita ;
O'Donovan, Mick ;
Craddock, Nick .
BRITISH JOURNAL OF PSYCHIATRY, 2013, 203 (02) :107-111
[10]   Recruitment and attrition in twin register studies of childhood behavior: The example of the Australian Twin ADHD Project [J].
Hay, DA ;
McStephen, M ;
Levy, F ;
Pearsall-Jones, J .
TWIN RESEARCH, 2002, 5 (05) :324-328