The role of parental cognitive, behavioral, and motor profiles in clinical variability in individuals with chromosome 16p11.2 deletions
Abstract
IMPORTANCE: Most disorders caused by copy number variants (CNVs) display significant clinical variability, often referred to as incomplete penetrance and variable expressivity. Genetic and environmental sources of this variability are not well understood. OBJECTIVES: To investigate the contributors to phenotypic variability in probands with CNVs involving the same genomic region; to measure the effect size for de novo mutation events; and to explore the contribution of familial background to resulting cognitive, behavioral, and motor performance outcomes in probands with de novo CNVs. DESIGN, SETTING, AND PARTICIPANTS: Family-based study design with a volunteer sample of 56 individuals with de novo 16p11.2 deletions and their noncarrier parents and siblings from the Simons Variation in Individuals Project. MAIN OUTCOMES AND MEASURES: We used linear mixed-model analysis to measure effect size and intraclass correlation to determine the influence of family background for a de novo CNV on quantitative traits representing the following 3 neurodevelopmental domains: cognitive ability (Full-Scale IQ), social behavior (Social Responsiveness Scale), and neuromotor performance (Purdue Pegboard Test). We included an anthropometric trait, body mass index, for comparison. RESULTS: A significant deleterious effect of the 16p11.2 deletion was demonstrated across all domains. Relative to the biparental mean, the effect sizes were -1.7 SD for cognitive ability, 2.2 SD for social behavior, and -1.3 SD for neuromotor performance (P < .001). Despite large deleterious effects, significant positive correlations between parents and probands were preserved for the Full-Scale IQ (0.42 [P = .03]), the verbal IQ (0.53 [P = .004]), and the Social Responsiveness Scale (0.52 [P = .009]) scores. We also observed a 1-SD increase in the body mass index of probands compared with siblings, with an intraclass correlation of 0.40 (P = .07). CONCLUSIONS AND RELEVANCE: Analysis of families with de novo CNVs provides the least confounded estimate of the effect size of the 16p11.2 deletion on heritable, quantitative traits and demonstrates a 1- to 2-SD effect across all neurodevelopmental dimensions. Significant parent-proband correlations indicate that family background contributes to the phenotypic variability seen in this and perhaps other CNV disorders and may have implications for counseling families regarding their children's developmental and psychiatric prognoses. Use of biparental mean scores rather than general population mean scores may be more relevant to examine the effect of a mutation or any other cause of trait variation on a neurodevelopmental outcome and possibly on systems of diagnosis and trait ascertainment for developmental disorders.
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Common variant-related polygenic risk and rare inherited variants in the genetic background also impact the phenotypic expression of rare, large-effect pathogenic variants in NDDs.
“Common variant-related polygenic risk and rare inherited variants in the genetic background also impact the phenotypic expression of rare, large-effect pathogenic variants in NDDs”
From Insufficient Evidence for “Autism-Specific” Genes (2020) · cites this paper as [47]
22q11.2 and 16p11.2 deletions are associated with variable severity with various neuropsychiatric disorders, including ASD, intellectual disability, and schizophrenia.
“Both deletions are in fact associated, with variable severity, with various neuropsychiatric disorders, including ASD, ID and schizophrenia, among others (50,96).”
From Genetics and genomics of autism spectrum disorder: embracing complexity (2015) · cites this paper as [50]
The same study showed the value of using quantitative rather than dichotomous measures to assess and account for familial influence.
“and shown the value of using quantitative rather than dichotomous measures to better assess and account for such familial influence (50).”
From Genetics and genomics of autism spectrum disorder: embracing complexity (2015) · cites this paper as [50]
Common variation may determine which specific traits are expressed when a highly penetrant mutation occurs, and findings in 22q11.2 and 16p11.2 deletion syndromes provide some support for this.
“One intriguing hypothesis is that common variation may be a factor determining the expression of specific traits when a highly penetrant mutation occurs (Fig. 1), and recent findings in both 22q11.2 and 16p11.2deletion syndromes provide some support of this.”
From Genetics and genomics of autism spectrum disorder: embracing complexity (2015) · cites this paper as [50]
22q11.2 and 16p11.2 deletions can also be found in healthy individuals, which is consistent with incomplete penetrance.
“The deletions can also be detected in healthy individuals, an observation consistent with incomplete penetrance (50,96)”
From Genetics and genomics of autism spectrum disorder: embracing complexity (2015) · cites this paper as [50]
A study of 56 individuals with de novo 16p11.2 deletions showed the importance of family background for clinical variability.
“a study on 56 individuals with de novo 16p11.2deletions has shown the importance of family background (which in turn might be mediated by common variation and/or non-genetic factors) on clinical variability”
From Genetics and genomics of autism spectrum disorder: embracing complexity (2015) · cites this paper as [50]
Incomplete penetrance is true for most of the ASD genes and loci identified so far.
“which is true for most of the genes and loci that have been identified.”
From Genetics and genomics of autism spectrum disorder: embracing complexity (2015) · cites this paper as [50]
Cites
Wechsler Abbreviated Scale of Intelligence
Dumont, R., Willis, J. O., Veizel, K., & Zibulsky, J. (2014) · Wiley eBooks · doi:10.1002/9781118660584.ese2519 · Cited by 5,547 · see citing works
Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Cuthbert, B. N., & Insel, T. R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-126 · Cited by 3,053 · see citing works
Autism as a strongly genetic disorder: evidence from a British twin study
Bailey, A., Le Couteur, A., Gottesman, I., Bolton, P., Simonoff, E., Yuzda, E., & Rutter, M. (1995) · Psychological Medicine · doi:10.1017/s0033291700028099 · Cited by 2,461 · see citing works
Mullen Scales of Early Learning
Bradley‐Johnson, S. (1997) · Psychology in the Schools · doi:10.1002/(sici)1520-6807(199710)34:4 · Cited by 2,329 · see citing works
Association between Microdeletion and Microduplication at 16p11.2 and Autism
Weiss, L. A., Shen, Y., Korn, J. M., Arking, D. E., Miller, D. T., Fossdal, R., Saemundsen, E., Stefansson, H., Ferreira, M. A. R., Green, T., et al. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa075974 · Cited by 1,666 · see citing works
Constantino, J. N., Davis, S. A., Todd, R. D., Schindler, M. K., Gross, M. M., Brophy, S. L., Metzger, L. M., Shoushtari, C. S., Splinter, R., & Reich, W. (2003) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1025014929212 · Cited by 1,611 · see citing works
The Purdue Pegboard: norms and studies of reliability and validity.
Tiffin, J. H., & Asher, E. J. (1948) · Journal of Applied Psychology · doi:10.1037/h0061266 · Cited by 1,247 · see citing works
Vineland Adaptive Behavior Scales, Second Edition
Sparrow, S. S., Cicchetti, D. V., & Balla, D. (2005) · PsycTESTS Dataset · doi:10.1037/t15164-000 · Cited by 983 · see citing works
Recurrent 16p11.2 microdeletions in autism
Kumar, R. A., KaraMohamed, S., Sudi, J., Conrad, D. F., Brune, C., Badner, J. A., Gilliam, T. C., Nowak, N. J., Cook, E. H., Dobyns, W. B., et al. (2007) · Human Molecular Genetics · doi:10.1093/hmg/ddm376 · Cited by 731 · see citing works
CNVs conferring risk of autism or schizophrenia affect cognition in controls
Stefansson, H., Meyer-Lindenberg, A., Steinberg, S., Magnusdottir, B., Morgen, K., Arnarsdottir, S., Bjornsdottir, G., Walters, G. B., Jonsdottir, G. A., Doyle, O. M., et al. (2014) · Nature · doi:10.1038/nature12818 · Cited by 699 · see citing works
A new highly penetrant form of obesity due to deletions on chromosome 16p11.2
Walters, R. G., Jacquemont, S., Valsesia, A., de Smith, A. J., Martinet, D., Andersson, J., Falchi, M., Chen, F., Andrieux, J., Lobbens, S., et al. (2010) · Nature · doi:10.1038/nature08727 · Cited by 543 · see citing works
Intergenerational transmission of subthreshold autistic traits in the general population
Constantino, J. N., & Todd, R. D. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.12.014 · Cited by 519 · see citing works
Devlin, B., Daniels, M., & Roeder, K. (1997) · Nature · doi:10.1038/41319 · Cited by 478 · see citing works
Estimates of penetrance for recurrent pathogenic copy-number variations
Rosenfeld, J. A., Coe, B. P., Eichler, E. E., Cuckle, H., & Shaffer, L. G. (2013) · Genetics in Medicine · doi:10.1038/gim.2012.164 · Cited by 425 · see citing works
The heritability of body mass index among an international sample of monozygotic twins reared apart.
Allison, D. B., Kaprio, J. A., Korkeila, M., Koskenvuo, M. J., Neale, M. C., & Hayakawa, K. (1996) · PubMed · Cited by 420 · see citing works
Intelligence: Genetics, Genes, and Genomics.
Plomin, R. J., & Spinath, F. M. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.1.112 · Cited by 417 · see citing works
Developmental brain dysfunction: revival and expansion of old concepts based on new genetic evidence
Moreno-De-Luca, A., Myers, S. M., Challman, T. D., Moreno-De-Luca, D., Evans, D. W., & Ledbetter, D. H. (2013) · The Lancet Neurology · doi:10.1016/s1474-4422(13)70011-5 · Cited by 330 · see citing works
Self-citationA 600 kb deletion syndrome at 16p11.2 leads to energy imbalance and neuropsychiatric disorders
Zufferey, F., Sherr, E. H., Beckmann, N. D., Hanson, E., Maillard, A. M., Hippolyte, L., Macé, A., Ferrari, C., Kutalik, Z., Andrieux, J., et al. (2012) · Journal of Medical Genetics · doi:10.1136/jmedgenet-2012-101203 · Cited by 326 · see citing works
Self-citationMotor impairment in sibling pairs concordant and discordant for autism spectrum disorders
Hilton, C. L., Zhang, Y., Whilte, M. R., Klohr, C. L., & Constantino, J. N. (2011) · Autism · doi:10.1177/1362361311423018 · Cited by 211 · see citing works
The XO syndrome: A study of the differentiated phenotype in 25 patients
Lemli, L., & Smith, D. W. (1963) · The Journal of Pediatrics · doi:10.1016/s0022-3476(63)80368-6 · Cited by 184 · see citing works
Growth in children with 45,Xo Turner's syndrome
Brook, C. G. D., Mürset, G., ZACHMANN, M., & Prader, A. (1974) · Archives of Disease in Childhood · doi:10.1136/adc.49.10.789 · Cited by 166 · see citing works
Moreno-De-Luca, D., Sanders, S. J., Willsey, A. J., Mulle, J. G., Lowe, J. K., Geschwind, D. H., State, M. W., Martin, C. L., & Ledbetter, D. H. (2013) · Molecular Psychiatry · doi:10.1038/mp.2012.138 · Cited by 161 · see citing works
Self-citationConstantino, J. N., Hudziak, J. J., & Todd, R. D. (2003) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/01.chi.0000046811.95464.21 · Cited by 142 · see citing works
Broadbooks, D. Y., & Schmelzer, R. V. (2008) · Encyclopedia of Special Education · doi:10.1002/9780470373699.speced0664 · Cited by 116 · see citing works
Holl, R. W., Kunze, D., Etzrodt, H., Teller, W. M., & Heinze, E. (1994) · European Journal of Pediatrics · doi:10.1007/bf02000780 · Cited by 99 · see citing works
The Genetic Contribution to Stature
Preece, M. A. (2008) · Hormone Research · doi:10.1159/000184849 · Cited by 90 · see citing works
Study of final height in Turner's syndrome: ethnic and genetic influences
ROCHICCIOLI, P. E., David, M., Malpuech, G., Colle, M., Limal, J. M., Battin, J., (Nice), R. M., Sultan, C., Nivelon, J. L., Simonin, G., et al. (1994) · Acta Paediatrica · doi:10.1111/j.1651-2227.1994.tb18099.x · Cited by 88 · see citing works
Genetic and Environmental Covariation between Verbal and Nonverbal Cognitive Development in Infancy
Price, T. S., Eley, T. C., Dale, P. S., Stevenson, J., Sandino, K., & Plomin, R. J. (2000) · Child Development · doi:10.1111/1467-8624.00201 · Cited by 77 · see citing works
Familial cognitive deficits in schizophrenia
Hoff, A. L., Svetina, C., Maurizio, A. M., Crow, T. J., Spokes, K., & DeLisi, L. E. (2005) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30120 · Cited by 57 · see citing works
Brook, C. G. D., Gasser, T., WERDER, E. A., Prader, A., & Vanderschueren-Lodewykx, M. A. (1977) · Annals of Human Biology · doi:10.1080/03014467700001911 · Cited by 55 · see citing works
Age and Height at Diagnosis in Turner Syndrome: Influence of Parental Height
Massa, G., & Vanderschueren‐Lodeweyckx, M. (1991) · PEDIATRICS · doi:10.1542/peds.88.6.1148 · Cited by 44 · see citing works
Constantino, J. N., & Frazier, T. W. (2013) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12064 · Cited by 34 · see citing works
Expanding the phenotypic profile of boys with 47, XXY: The impact of familial learning disabilities
Samango‐Sprouse, C. A., Stapleton, E. J., Mitchell, F. L., Sadeghin, T., Donahue, T. P., & Gropman, A. L. (2014) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.36483 · Cited by 33 · see citing works
CORRELATION OF IQ IN SUBJECTS WITH DOWN SYNDROME AND THEIR PARENTS AND SIBS
Fraser, F. C., & Sadovnick, A. D. (1976) · Journal of Intellectual Disability Research · doi:10.1111/j.1365-2788.1976.tb00942.x · Cited by 26 · see citing works
Bal, V. H., Bishop, S. L., Gotham, K. O., Huerta, M., & Lord, C. (2013) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12065 · Cited by 12 · see citing works
Flint, J., & Munafo, M. R. (2013) · Science · doi:10.1126/science.1240684 · Cited by 7 · see citing works
Miles (2000) · doi:10.1002/(sici)1096-8628(20000410)91:4
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Kalueff, A. V., Stewart, A. M., Song, C., Berridge, K. C., Graybiel, A. M., & Fentress, J. C. (2016) · Nature Reviews Neuroscience · doi:10.1038/nrn.2015.8 · Cited by 852 · see citing works
Genetic risk for autism spectrum disorders and neuropsychiatric variation in the general population
iPSYCH-SSI-Broad Autism Group, Robinson, E. B., St Pourcain, B., Anttila, V., Kosmicki, J. A., Bulik-Sullivan, B., Grove, J., Maller, J., Samocha, K. E., Sanders, S. J., et al. (2016) · Nature Genetics · doi:10.1038/ng.3529 · Cited by 367 · see citing works
Self-citationConstantino, J. N., & Charman, T. (2016) · The Lancet Neurology · doi:10.1016/s1474-4422(15)00151-9 · Cited by 294 · see citing works
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Pizzo, L., Jensen, M., Polyak, A., Rosenfeld, J. A., Mannik, K., Krishnan, A., McCready, E., Pichon, O., Le Caignec, C., Van Dijck, A., et al. (2019) · Genetics in Medicine · doi:10.1038/s41436-018-0266-3 · Cited by 193 · see citing works
Insufficient Evidence for “Autism-Specific” Genes
Myers, S. M., Challman, T. D., Bernier, R., Bourgeron, T., Chung, W. K., Constantino, J. N., Eichler, E. E., Jacquemont, S., Miller, D. T., Mitchell, K. J., et al. (2020) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2020.04.004 · Cited by 165 · see citing works
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Polyak, A., Rosenfeld, J. A., & Girirajan, S. (2015) · Genome Medicine · doi:10.1186/s13073-015-0216-5 · Cited by 129 · see citing works
Stoppel, L. J., Kazdoba, T. M., Schaffler, M. D., Preza, A. R., Heynen, A., Crawley, J. N., & Bear, M. F. (2018) · Neuropsychopharmacology · doi:10.1038/npp.2017.236 · Cited by 92 · see citing works
Chawner, S. J. R. A., Doherty, J. L., Anney, R. J. L., Antshel, K. M., Bearden, C. E., Bernier, R., Chung, W. K., Clements, C. C., Curran, S. R., Cuturilo, G., et al. (2021) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2020.20010015 · Cited by 95 · see citing works
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Self-citationYang, M., Lewis, F. C., Sarvi, M. S., Foley, G. M., & Crawley, J. N. (2015) · Learning & Memory · doi:10.1101/lm.039602.115 · Cited by 70 · see citing works
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Self-citation
- Authors
- Moreno-De-Luca, A., Evans, D. W., Boomer, K. B., Hanson, E., Bernier, R., Goin-Kochel, R. P., Myers, S. M., Challman, T. D., Moreno-De-Luca, D., Slane, M. M., Hare, A. E., Chung, W. K., Spiro, J. E., Faucett, W. A., Martin, C. L., & Ledbetter, D. H.
- Affiliations
- Autism and Developmental Medicine Institute, Geisinger Health System, Lewisburg, Pennsylvania2Genomic Medicine Institute, Geisinger Health System, Danville, Pennsylvania3Department of Radiology, Geisinger Health System, Danville, Pennsylvania4Program in N
- Bucknell University (US)
- Boston Children's Hospital (US)
- University of Washington (US)
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- Geisinger Medical Center (US)
- Department of Psychiatry, Yale University, New Haven, Connecticut
- Autism & Developmental Medicine Institute (US)
- Simons Foundation (US)
- Corresponding author
- Ledbetter, David H.
- ORCID
- Venue
- JAMA Psychiatry
- Publisher
- American Medical Association (AMA)
- Published
- 2015-02-01
- Volume
- 72
- Issue
- 2
- Pages
- 119
- ISSN
- 2168-622X (ISSN-L)
- OpenAlex
- W2053904865
- Cited by
- 137
- References
- 37
- Citations by year
- 2026: 3 · 2025: 11 · 2024: 8 · 2023: 3 · 2022: 11 · 2021: 22 · 2020: 13 · 2019: 13 · 2018: 11 · 2017: 16 · 2016: 12 · 2015: 13 · 2014: 1
- FWCI
- 9.17
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- JAMA Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Bucknell Digital Commons (Bucknell University) (submittedVersion)
- Funders
- National Institute of Mental Health (5T32MH19961-14, R01MH074090, T32MH019961, R25MH071584)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomic variations and chromosomal abnormalities
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
- Life Sciences › Neuroscience › Developmental Neuroscience › Williams Syndrome Research
- Keywords
- copy number variation, de novo mutations, phenotypic variability, incomplete penetrance, variable expressivity, family background, cognitive ability, social behavior, neuromotor performance, body mass index, neurodevelopmental disorders, effect size, intraclass correlation coefficient
- MeSH terms
- Adult, Autistic Disorder, Chromosome Deletion, Chromosomes, Human, Pair 16, Female, Humans, Intelligence, Male, Intellectual Disability, Parents, Phenotype, Psychomotor Performance, Social Behavior, Chromosome Disorders, Siblings, DNA Copy Number Variations
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