Discontinuity in the genetic and environmental causes of the intellectual disability spectrum
Open accessAbstract
Significance: Intellectual disability (ID) is present in almost 3% of children and fundamentally characterized by IQ scores below 70. Genetic research has shown that it is among the most heritable traits, and it has been accepted that ID is the extreme low of the normal IQ distribution. However, we show that, while the genetic and environmental factors influencing mild ID (lowest 3% of IQ distribution) are similar to those influencing IQ in the normal range, factors influencing severe ID (lowest 0.5%) differ from those influencing mild ID or IQ scores in the normal range. Therefore, severe ID is a distinct disorder, qualitatively different from the majority of ID, which in turn represents the low extreme of the normal distribution of intelligence.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Family studies yield high heritability estimates in ASD, whereas estimates of heritability in severe NDD are lower.
“Family studies yield high heritability estimates in ASD (Yip et al., 2018), whereas estimates of heritability in severe NDD are lower (Reichenberg et al., 2016)”
From Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism (2020) · cites this paper as Reichenberg et al., 2016
The Results report negligible group-differences familiality for severe intellectual disability, compared with 43–47% for mild intellectual disability. But the Discussion says the authors could not use twin data to estimate heritability for severe intellectual disability. The paper therefore supports a narrower comparison of familiality in intellectual disability, not the claim that heritability estimates are lower across severe neurodevelopmental disorders. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Diagnostic and Statistical Manual of Mental Disorders (DSM-IV)
Hu, R. J. (2003) · Elsevier eBooks · doi:10.1016/b0-12-226870-9/01070-4 · Cited by 9,167 · see citing works
International Statistical Classification of Diseases and Related Health Problems
(2010) · Springer eBooks · doi:10.1007/978-0-387-79948-3_3055 · Cited by 4,181 · see citing works
Methodology for Genetic Studies of Twins and Families
Neale, M. C., & Cardon, L. R. (1992) · doi:10.1007/978-94-015-8018-2 · Cited by 4,005 · see citing works
International Statistical Classification of Diseases and Related Health Problems
Eisfeld, J. (2014) · TSQ Transgender Studies Quarterly · doi:10.1215/23289252-2399740 · Cited by 3,570 · see citing works
Diagnostic exome sequencing in persons with severe intellectual disability
de Ligt, J., Willemsen, M. H., van Bon, B. W. M., Kleefstra, T., Yntema, H. G., Kroes, T., Vulto-van Silfhout, A. T., Koolen, D. A., de Vries, P., Gilissen, C., et al. (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1206524 · Cited by 1,546 · see citing works
Genetic imprinting suggested by maternal heterodisomy in non-deletion Prader-Willi syndrome
Nicholls, R. D., Knoll, J. H. M., Butler, M. G., Karam, S., & Lalande, M. (1989) · Nature · doi:10.1038/342281a0 · Cited by 878 · see citing works
De novo mutations in human genetic disease
Veltman, J. A., & Brunner, H. G. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3241 · Cited by 845 · see citing works
GWAS of 126,559 Individuals Identifies Genetic Variants Associated with Educational Attainment
Rietveld, C. A., Medland, S. E., Derringer, J., Yang, J., Esko, T., Martin, N. W., Westra, H.-J., Shakhbazov, K., Abdellaoui, A., Agrawal, A., et al. (2013) · Science · doi:10.1126/science.1235488 · Cited by 827 · see citing works
A twin-pronged attack on complex traits
Martin, N., Boomsma, D., & Machin, G. (1997) · Nature Genetics · doi:10.1038/ng1297-387 · Cited by 685 · see citing works
Common disorders are quantitative traits
Plomin, R., Haworth, C. M. A., & Davis, O. S. P. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2670 · Cited by 670 · see citing works
Self-citationAdvancing Paternal Age and Autism
Reichenberg, A., Gross, R., Weiser, M., Bresnahan, M. A., Silverman, J. M., Harlap, S., Rabinowitz, J., Shulman, C., Malaspina, D., Lubin, G., et al. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.9.1026 · Cited by 664 · see citing works
Self-citationMultiple regression analysis of twin data
DeFries, J. C., & Fulker, D. W. (1985) · Behavior Genetics · doi:10.1007/bf01066239 · Cited by 660 · see citing works
CONSEQUENCES OF CONFIRMED MATERNAL RUBELLA AT SUCCESSIVE STAGES OF PREGNANCY
Miller, E. J., Cradock‐Watson, J. E., & Pollock, T. M. (1982) · The Lancet · doi:10.1016/s0140-6736(82)92677-0 · Cited by 632 · see citing works
Behavioral and Intellectual Markers for Schizophrenia in Apparently Healthy Male Adolescents
Davidson, M., Reichenberg, A., Rabinowitz, J., Weiser, M., Kaplan, Z., & Mark, M. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.9.1328 · Cited by 582 · see citing works
Self-citationThe Swedish Multi-Generation Register
Ekbom, A. (2011) · Methods in molecular biology · doi:10.1007/978-1-59745-423-0_10 · Cited by 553 · see citing works
Generalist Genes and Learning Disabilities.
Plomin, R., & Kovas, Y. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.4.592 · Cited by 534 · see citing works
Self-citationIQ and risk for schizophrenia: a population-based cohort study
David, A. S., Malmberg, A., Brandt, L. J., Allebeck, P., & Lewis, G. (1997) · Psychological Medicine · doi:10.1017/s0033291797005680 · Cited by 467 · see citing works
Schendel, D., Grosse, S. D., Homsi, G., Chen, H., Dunlap, L. J., & Honeycutt, A. (2004) · Cited by 461 · see citing works
The prevalence of mental retardation: a critical review of recent literature
Roeleveld, N., & Zielhuis, G. A. (1997) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.1997.tb07395.x · Cited by 456 · see citing works
Villar, J., Papageorghiou, A. T., Pang, R., Ohuma, E. O., Ismail, L. C., Barros, F. C., Lambert, A. W., Carvalho, M., Jaffer, Y. A., Bertino, E., et al. (2014) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(14)70121-4 · Cited by 371 · see citing works
The Swedish Twin Registry in the Third Millennium: An Update
Lichtenstein, P., Sullivan, P. F., Cnattingius, S., Gatz, M., Johansson, S., Carlström, E. L., Björk, C., Svartengren, M., Wolk, A., Klareskog, L., et al. (2006) · Twin Research and Human Genetics · doi:10.1375/183242706779462444 · Cited by 358 · see citing works
Self-citationLinguistic ability and early language exposure
Mayberry, R. I., Lock, E., & Kazmi, H. (2002) · Nature · doi:10.1038/417038a · Cited by 356 · see citing works
Mutations in <i>SYNGAP1</i> in Autosomal Nonsyndromic Mental Retardation
Hamdan, F. F., Gauthier, J., Spiegelman, D., Noreau, A., Yang, Y., Pellerin, S., Dobrzeniecka, S., Côté, M., Perreau-Linck, E., Carmant, L., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0805392 · Cited by 336 · see citing works
The Swedish Twin Registry in the Third Millennium: An Update
Lichtenstein, P., Sullivan, P. F., Cnattingius, S., Gatz, M., Johansson, S., Carlström, E. L., Björk, C., Svartengren, M., Wolk, A., Klareskog, L., et al. (2006) · Twin Research and Human Genetics · doi:10.1375/twin.9.6.875 · Cited by 327 · see citing works
Self-citationCharney, E., Kessler, B., Farfel, M. R., & Jackson, D. A. (1983) · New England Journal of Medicine · doi:10.1056/nejm198311033091804 · Cited by 322 · see citing works
Multiple Regression Analysis of Twin Data: Etiology of Deviant Scores versus Individual Differences
DeFries, J. C., & Fulker, D. W. (1988) · Acta geneticae medicae et gemellologiae · doi:10.1017/s0001566000003810 · Cited by 304 · see citing works
Mortality among twins after age 6: fetal origins hypothesis versus twin method
Christensen, K., Vaupel, J. W., Holm, N. V., & Yashin, A. I. (1995) · BMJ · doi:10.1136/bmj.310.6977.432 · Cited by 277 · see citing works
Folic Acid Supplements in Pregnancy and Severe Language Delay in Children
Roth, C., Magnus, P. M., Schjølberg, S., Stoltenberg, C., Surén, P., McKeague, I. W., Smith, G. D., Reichborn‐Kjennerud, T., & Susser, E. (2011) · JAMA · doi:10.1001/jama.2011.1433 · Cited by 266 · see citing works
Heritability of body size and muscle strength in young adulthood: a study of one million Swedish men
Silventoinen, K., Magnusson, P. K. E., Tynelius, P., Kaprio, J., & Rasmussen, F. (2008) · Genetic Epidemiology · doi:10.1002/gepi.20308 · Cited by 261 · see citing works
Autism and mental retardation among offspring born after in vitro fertilization
Sandin, S., Nygren, K.-G., Iliadou, A., Hultman, C. M., & Reichenberg, A. (2013) · JAMA · doi:10.1001/jama.2013.7222 · Cited by 260 · see citing works
Self-citationGenetic influence on language delay in two-year-old children
Dale, P. S., Simonoff, E. A., Bishop, D., Eley, T. C., Oliver, B. R., Price, T. S., Purcell, S., Stevenson, J., & Plomin, R. J. (1998) · Nature Neuroscience · doi:10.1038/1142 · Cited by 244 · see citing works
Self-citationTwin studies in medical research: can they tell us whether diseases are genetically determined?
Phillips, D. I. W. (1993) · The Lancet · doi:10.1016/0140-6736(93)91086-2 · Cited by 241 · see citing works
Birth weight and cognitive function in young adult life: historical cohort study
Sørensen, H. T., Sabroe, S., Olsen, J., Rothman, K. J., Gillman, M. W., & Fischer, P. (1997) · BMJ · doi:10.1136/bmj.315.7105.401 · Cited by 224 · see citing works
Diagnostic Exome Sequencing in Persons With Severe Intellectual Disability
de Ligt, J., Willemsen, M. H., van Bon, B. W. M., Kleefstra, T., Yntema, H. G., Kroes, T., Silfhout, A. T. V., Koolen, D. A., de Vries, P., Gilissen, C., et al. (2013) · Obstetrical & Gynecological Survey · doi:10.1097/01.ogx.0000428160.59063.a6 · Cited by 204 · see citing works
Sensitive periods for visual calibration of the auditory space map in the barn owl optic tectum
Brainard, M. S., & Knudsen, E. I. (1998) · The Journal of Neuroscience · doi:10.1523/jneurosci.18-10-03929.1998 · Cited by 176 · see citing works
Elaboration on Premorbid Intellectual Performance in Schizophrenia
Reichenberg, A., Weiser, M., Rapp, M. A., Rabinowitz, J., Caspi, A., Schmeidler, J., Knobler, H. Y., Lubin, G., Nahon, D., Harvey, P. D., et al. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.12.1297 · Cited by 168 · see citing works
Self-citationBiological risk factors for psychosocial disorders
Plomin, R. J. (1991) · Cambridge University Press eBooks · Cited by 167 · see citing works
Self-citationA Clinical and Genetic Study of 1280 Cases of Mental Defect
Haldane, J. B. S. (1938) · Nature · doi:10.1038/141575a0 · Cited by 154 · see citing works
ROLE OF CHRONIC LOW-LEVEL LEAD EXPOSURE IN THE ÆTIOLOGY OF MENTAL RETARDATION
Beattie, A. D., Moore, M. R., Goldberg, A., Finlayson, M. R., Mackie, E., Graham, J., Main, J., McLaren, D., Murdoch, R., & Stewart, G. T. (1975) · The Lancet · doi:10.1016/s0140-6736(75)91879-6 · Cited by 151 · see citing works
The LifeLines Cohort Study: Prevalence and treatment of cardiovascular disease and risk factors
van der Ende, M. Y., Hartman, M. H. T., Hagemeijer, Y. P., Meems, L. M. G., de Vries, H. S., Stolk, R. P., de Boer, R. A., Sijtsma, A., van der Meer, P., Rienstra, M., et al. (2016) · International Journal of Cardiology · doi:10.1016/j.ijcard.2016.11.061 · Cited by 130 · see citing works
Punchihewa, P. M. G., Weerasinghe, A., & Siribaddana, M. (2009) · Sri Lanka Journal of Child Health · doi:10.4038/sljch.v29i3.698 · Cited by 123 · see citing works
Imprinted genes, cognition and behaviour
Isles, A. R., & Wilkinson, L. S. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01504-7 · Cited by 118 · see citing works
Mina, an Il4 repressor, controls T helper type 2 bias
Okamoto, M., Stry, M. V., Chung, L., Koyanagi, M., Sun, X., Suzuki, Y., Ohara, O., Kitamura, H., Hijikata, A., Kubo, M., et al. (2009) · Nature Immunology · doi:10.1038/ni.1747 · Cited by 114 · see citing works
Weiser, M., Reichenberg, A., Rabinowitz, J., Kaplan, Z., Mark, M., Bodner, E., Nahon, D., & Davidson, M. (2001) · Archives of General Psychiatry · doi:10.1001/archpsyc.58.10.959 · Cited by 112 · see citing works
Self-citationCardiovascular and cognitive fitness at age 18 and risk of early-onset dementia
Nyberg, J., Åberg, M., Schiöler, L., Nilsson, M., Wallin, A., Torén, K., & Kuhn, H. G. (2014) · Brain · doi:10.1093/brain/awu041 · Cited by 109 · see citing works
Timing of De Novo Mutagenesis — A Twin Study of Sodium-Channel Mutations
Vadlamudi, L., Dibbens, L. M., Lawrence, K. M., Iona, X., McMahon, J. M., Murrell, W. G., Mackay‐Sim, A., Scheffer, I. E., & Berkovic, S. F. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa0910752 · Cited by 105 · see citing works
Genetic Basis of Intellectual Disability
Ellison, J. W., Rosenfeld, J. A., & Shaffer, L. G. (2012) · Annual Review of Medicine · doi:10.1146/annurev-med-042711-140053 · Cited by 103 · see citing works
Rabinowitz, J., Reichenberg, A., Weiser, M., Mark, M., Kaplan, Z., & Davidson, M. (2000) · The British Journal of Psychiatry · doi:10.1192/bjp.177.1.26 · Cited by 101 · see citing works
Self-citationConstruct validity of the Swedish Enlistment Battery
CARLSTED, B., & Mårdberg, B. (1993) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.1993.tb01131.x · Cited by 74 · see citing works
Chan, Y., Holmen, O. L., Dauber, A. N., VATTEN, L. J., Havulinna, A. S., Skorpen, F., Kvaløy, K., Silander, K., Nguyen, T. T., Willer, C. J., et al. (2011) · PLoS Genetics · doi:10.1371/journal.pgen.1002439 · Cited by 59 · see citing works
Impaired Gas Exchange at Birth and Risk of Intellectual Disability and Autism: A Meta-analysis
Modabbernia, A., Mollon, J., Boffetta, P., & Reichenberg, A. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-2717-5 · Cited by 59 · see citing works
Self-citationRisk factors for mental retardation.
Rantakallio, P. T., & von Wendt, L. (1985) · Archives of Disease in Childhood · doi:10.1136/adc.60.10.946 · Cited by 49 · see citing works
Berlyne, G. M. (1976) · The Lancet · doi:10.1016/s0140-6736(76)90386-x · Cited by 47 · see citing works
Carlstedt, B., & Gustafsson, J. (2005) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.2005.00432.x · Cited by 41 · see citing works
Aetiological findings and associated factors in children with severe mental retardation
Cans, C., Wilhelm, L., Baille, M. F., du Mazaubrun, C., Grandjean, H., & Rumeau‐Rouquette, C. (1999) · Developmental Medicine & Child Neurology · doi:10.1017/s001216229900050x · Cited by 40 · see citing works
Epigenetics, genomic mutations and cognitive function
Reichenberg, A., Mill, J. S., & MacCabe, J. H. (2009) · Cognitive Neuropsychiatry · doi:10.1080/13546800902978417 · Cited by 39 · see citing works
Self-citationThe etiology of high and low cognitive ability during the second half of the life span
Saudino, K., Plomin, R., Pedersen, N., & Mcclearn, G. (1994) · Intelligence · doi:10.1016/0160-2896(94)90007-8 · Cited by 39 · see citing works
Self-citationGenetic risk and psychosocial disorders: Links between the normal and abnormal.
Plomin, R. J. (1991) · Cited by 37 · see citing works
Self-citationMcDermott, S. W., Bao, W., Tong, X., Cai, B., Lawson, A. B., & Aelion, C. M. (2014) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12442 · Cited by 27 · see citing works
Weiser, M., Reichenberg, A., Kravitz, E., Lubin, G., Shmushkevich, M., Glahn, D. C., Gross, R., Rabinowitz, J., Noy, S., & Davidson, M. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.05.029 · Cited by 18 · see citing works
Self-citationPlomin, R. J. (1991) · Research Portal (King's College London) · Cited by 3 · see citing works
Self-citation
Flagged first, then by citations
1 of the 63 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [32]Brill N 2005 Recall bias in schizophrenia. PhD thesis Bar-Ilan Univeristy Ramat-Gan, Israel
Cited by
Sorted by citations
Identification of common genetic risk variants for autism spectrum disorder
Autism Spectrum Disorder Working Group of the Psychiatric Genomics Consortium, Grove, J., BUPGEN, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, 23andMe Research Team, Ripke, S., Als, T. D., Mattheisen, M., Walters, R. K., Won, H., et al. (2019) · Nature Genetics · doi:10.1038/s41588-019-0344-8 · Cited by 2,421 · see citing works
Self-citationSatterstrom, F. K., Kosmicki, J. A., Wang, J., Breen, M. S., De Rubeis, S., An, J.-Y., Peng, M., Collins, R., Grove, J., Klei, L., et al. (2020) · Cell · doi:10.1016/j.cell.2019.12.036 · Cited by 2,321 · see citing works
The new genetics of intelligence
Plomin, R. J., & von Stumm, S. (2018) · Nature Reviews Genetics · doi:10.1038/nrg.2017.104 · Cited by 495 · see citing works
Self-citationTop 10 Replicated Findings From Behavioral Genetics
Plomin, R., DeFries, J. C., Knopik, V. S., & Neiderhiser, J. M. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691615617439 · Cited by 517 · see citing works
Self-citationKosmicki, J. A., Samocha, K. E., Howrigan, D. P., Sanders, S. J., Slowikowski, K., Lek, M., Karczewski, K. J., Cutler, D. J., Devlin, B., Roeder, K., et al. (2017) · Nature Genetics · doi:10.1038/ng.3789 · Cited by 340 · see citing works
Common genetic variants contribute to risk of rare severe neurodevelopmental disorders
Niemi, M. E. K., Martin, H. C., Rice, D. L., Gallone, G., Gordon, S., Kelemen, M., McAloney, K., McRae, J., Radford, E. J., Yu, S., et al. (2018) · Nature · doi:10.1038/s41586-018-0566-4 · Cited by 340 · see citing works
Predicting Polygenic Risk of Psychiatric Disorders
Martin, A. R., Daly, M. J., Robinson, E., Hyman, S. E., & Neale, B. M. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2018.12.015 · Cited by 292 · see citing works
State of the field: Differentiating intellectual disability from autism spectrum disorder
Thurm, A., Farmer, C., Salzman, E., Lord, C., & Bishop, S. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00526 · Cited by 267 · see citing works
The road to precision psychiatry: translating genetics into disease mechanisms
Gandal, M. J., Leppa, V., Won, H., Parikshak, N. N., & Geschwind, D. H. (2016) · Nature Neuroscience · doi:10.1038/nn.4409 · Cited by 223 · see citing works
Carlsson, T., Molander, F., Taylor, M. J., Jonsson, U., & Bölte, S. (2020) · Development and Psychopathology · doi:10.1017/s0954579420000620 · Cited by 182 · see citing works
Taylor, M. J., Martin, J., Lu, Y., Brikell, I., Lundström, S., Larsson, H., & Lichtenstein, P. (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.3652 · Cited by 174 · see citing works
Self-citationWithin family Mendelian randomization studies
Davies, N. M., Howe, L. J., Brumpton, B., Havdahl, A., Evans, D. M., & Davey Smith, G. (2019) · Human Molecular Genetics · doi:10.1093/hmg/ddz204 · Cited by 158 · see citing works
Assessing the evidence for shared genetic risks across psychiatric disorders and traits
Martin, J., Taylor, M. J., & Lichtenstein, P. (2017) · Psychological Medicine · doi:10.1017/s0033291717003440 · Cited by 138 · see citing works
Self-citationIntellectual disability genomics: current state, pitfalls and future challenges
Maia, N., Sá, M. J. N., Pires, M. M., de Brouwer, A. P. M., & Jorge, P. (2021) · BMC Genomics · doi:10.1186/s12864-021-08227-4 · Cited by 105 · see citing works
The contribution of copy number variants to psychiatric symptoms and cognitive ability
Mollon, J., Almasy, L. A., Jacquemont, S., & Glahn, D. C. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-01978-4 · Cited by 71 · see citing works
A genome-wide association study for extremely high intelligence
Zabaneh, D., Krapohl, E., Gaspar, H. A., Curtis, C., Lee, S. H., Patel, H., Newhouse, S., Wu, H. M., Simpson, M. A., Putallaz, M., et al. (2018) · Molecular Psychiatry · doi:10.1038/mp.2017.121 · Cited by 71 · see citing works
Self-citationBrynge, M., Sjöqvist, H., Gardner, R. M., Lee, B. K., Dalman, C., & Karlsson, H. (2022) · The Lancet Psychiatry · doi:10.1016/s2215-0366(22)00264-4 · Cited by 67 · see citing works
Doucet, G. E., Rasgon, N., McEwen, B. S., Micali, N., & Frangou, S. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx008 · Cited by 68 · see citing works
Verma, V., Paul, A., Vishwanath, A. A., Vaidya, B., & Clement, J. P. (2019) · Open Biology · doi:10.1098/rsob.180265 · Cited by 64 · see citing works
Satterstrom, F. K., Kosmicki, J. A., Wang, J., Breen, M. S., De Rubeis, S., An, J.-Y., Peng, M., Collins, R., Grove, J., Klei, L., et al. (2018) · doi:10.1101/484113 · Cited by 2,323 · see citing works
“6 7 Relationship between ASD and other neurodevelopmental disorder genes 8 Sibling studies yield high heritability estimates in ASD (3), suggesting a high contribution from 9 inherited genetic risk factors, but comparable estimates of heritability in severe NDD, often 10 including intellectual disability, are low (78).”
BackgroundSelf-citationDougherty, J. D., Marrus, N. M., Maloney, S. E., Yip, B. H. K., Sandin, S., Turner, T. N., Selmanovic, D., Kroll, K. L., Gutmann, D. H., Constantino, J. N., et al. (2022) · Neuron · doi:10.1016/j.neuron.2022.06.020 · Cited by 61 · see citing works
High-impact rare genetic variants in severe schizophrenia
Zoghbi, A. W., Dhindsa, R. S., Goldberg, T. E., Mehralizade, A., Motelow, J. E., Wang, X., Alkelai, A., Harms, M. B., Lieberman, J. A., Markx, S., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2112560118 · Cited by 52 · see citing works
Faraone, S., Ghirardi, L., Kuja-Halkola, R., Lichtenstein, P., & Larsson, H. (2017) · Journal of the American Academy of Child and Adolescent Psychiatry · doi:10.1016/j.jaac.2016.11.011 · Cited by 49 · see citing works
Self-citationEbstein, F., Küry, S., Papendorf, J. J., & Krüger, E. (2021) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2021.733012 · Cited by 51 · see citing works
Kurki, M., Saarentaus, E., Pietiläinen, O. P. H., Gormley, P., Lal, D., Kerminen, S., Torniainen‐Holm, M., Hämäläinen, E., Rahikkala, E., Keski‐Filppula, R., et al. (2019) · Nature Communications · doi:10.1038/s41467-018-08262-y · Cited by 52 · see citing works
Houweling, T. A. J., & Grünberger, I. (2024) · Journal of Epidemiology & Community Health · doi:10.1136/jech-2022-220162 · Cited by 46 · see citing works
Su, C., Argenziano, M., Lu, S., Pippin, J. A., Pahl, M. C., Leonard, M. E., Cousminer, D. L., Johnson, M. E., Lasconi, C., Wells, A. D., et al. (2021) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2021.102000 · Cited by 40 · see citing works
MAP1B mutations cause intellectual disability and extensive white matter deficit
Walters, G. B., Gústafsson, Ó., Sveinbjörnsson, G., Eiriksdottir, V. K., Agustsdottir, A. B., Jónsdóttir, G. A., Steinberg, S., Gunnarsson, A. F., Magnusson, M. I., Unnsteinsdóttir, U., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-05595-6 · Cited by 41 · see citing works
Common risk variants identified in autism spectrum disorder
Grove, J., Ripke, S., Als, T. D., Mattheisen, M., Walters, R., Won, H., Pallesen, J., Agerbo, E., Andreassen, O. A., Anney, R., et al. (2017) · doi:10.1101/224774 · Cited by 89 · see citing works
Self-citationFamilial risk and heritability of intellectual disability: a population‐based cohort study in Sweden
Lichtenstein, P., Tideman, M., Sullivan, P. F., Serlachius, E., Larsson, H., Kuja‐Halkola, R., & Butwicka, A. (2021) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13560 · Cited by 32 · see citing works
Self-citationTrio-based exome sequencing reveals a high rate of the de novo variants in intellectual disability
Brea‐Fernández, A., Álvarez-Barona, M., Amigo, J., Tubío-Fungueiriño, M., Caamaño, P., Fernández‐Prieto, M., Barros, F., Rubeis, S. D., Buxbaum, J. D., & Carracedo, Á. (2022) · European Journal of Human Genetics · doi:10.1038/s41431-022-01087-w · Cited by 33 · see citing works
Spain, S. L., Pedroso, I., Kadeva, N., Miller, M. B., Iacono, W. G., McGue, M. K., Stergiakouli, E., Smith, G. D., Putallaz, M., Lubinski, D., et al. (2015) · Molecular Psychiatry · doi:10.1038/mp.2015.108 · Cited by 33 · see citing works
Self-citationWakefield, J. C. (2022) · World Psychiatry · doi:10.1002/wps.20942 · Cited by 31 · see citing works
Using DNA to predict intelligence
von Stumm, S., & Plomin, R. J. (2021) · Intelligence · doi:10.1016/j.intell.2021.101530 · Cited by 31 · see citing works
Self-citationRazak, F. A., Smith, G. D., & Subramanian, S. V. (2016) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.115.127357 · Cited by 26 · see citing works
Cognitive genomics: Searching for the genetic roots of neuropsychological functioning.
Bearden, C. E., & Glahn, D. C. (2017) · Neuropsychology · doi:10.1037/neu0000412 · Cited by 26 · see citing works
Khemiri, L., Larsson, H., Kuja‐Halkola, R., D'Onofrio, B. M., Lichtenstein, P., Jayaram‐Lindström, N., & Latvala, A. (2019) · Addiction · doi:10.1111/add.14813 · Cited by 25 · see citing works
Self-citationAn evolutionary perspective on complex neuropsychiatric disease
McClellan, J., Zoghbi, A. W., Buxbaum, J. D., Cappi, C., Crowley, J. J., Jonathan Flint, C., Grice, D. E., Gülsüner, S., Iyegbe, C. O., Jain, S., et al. (2023) · Neuron · doi:10.1016/j.neuron.2023.10.037 · Cited by 23 · see citing works
Chen, S., Fan, M., Lee, B. K., Dalman, C., Karlsson, H., & Gardner, R. M. (2023) · BMC Medicine · doi:10.1186/s12916-023-02799-6 · Cited by 22 · see citing works
Selvam, P., Jain, A., Cheema, A., Atwal, H., Forghani, I., & Atwal, P. S. (2020) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.61960 · Cited by 21 · see citing works
Werling, D. M., Brand, H., An, J., Stone, M. R., Glessner, J., Zhu, L., Collins, R. L., Dong, S., Layer, R. M., Markenscoff-Papadimitriou, E., et al. (2019) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2017.08.010 · Cited by 20 · see citing works
Evaluation of Individuals with Non-Syndromic Global Developmental Delay and Intellectual Disability
AlMutiri, R., Malta, M., Shevell, M. I., & Srour, M. (2023) · Children · doi:10.3390/children10030414 · Cited by 18 · see citing works
Rossi, J. J., Rosenfeld, J. A., Chan, K. M., Streff, H., Nankivell, V., Peet, D. J., Whitelaw, M. L., & Bersten, D. C. (2021) · Scientific Reports · doi:10.1038/s41598-021-86041-4 · Cited by 17 · see citing works
Gardner, R. M., Dalman, C., Rai, D., Lee, B. K., & Karlsson, H. (2019) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2019.04.004 · Cited by 14 · see citing works
Postma, J. K., Harrison, M., Kutcher, S., Webster, R. J., Cloutier, M., Bourque, D. K., Yu, A. C., & Carter, M. T. (2024) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.63791 · Cited by 13 · see citing works
Morinaga, M., Hollander, A., Heuvelman, H., Lundberg, M., Dalman, C., Rai, D., & Magnusson, C. (2021) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13350 · Cited by 12 · see citing works
Grineski, S. E., Renteria, R., Collins, T. W., Mangadu, A., Alexander, C., Bilder, D. A., & Bakian, A. V. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.155630 · Cited by 11 · see citing works
Flink, A. R., Boström, P., Gillberg, C., Lichtenstein, P., Lundström, S., & Johnels, J. Å. (2021) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2021.104114 · Cited by 11 · see citing works
Self-citationYahia, A., Ayed, I. B., Hamed, A. A., Mohammed, I. N., Elseed, M. A., Bakhiet, A. M., Guillot‐Noël, L., Abozar, F., Adil, R., Emad, S., et al. (2022) · Annals of Human Genetics · doi:10.1111/ahg.12460 · Cited by 11 · see citing works
Urpa, L., Kurki, M., Rahikkala, E., Hämäläinen, E., Salomaa, V. V., Suvisaari, J., Keski‐Filppula, R., Rauhala, M., Korpi-Heikkilä, S., Komulainen‐Ebrahim, J., et al. (2024) · European Journal of Human Genetics · doi:10.1038/s41431-024-01581-3 · Cited by 10 · see citing works
Friebel, R., & Maynou, L. (2022) · Health Affairs · doi:10.1377/hlthaff.2022.00493 · Cited by 9 · see citing works
Marino, F., Crimi, I., Carrozza, C., Failla, C., Sfrazzetto, S. T., Chilà, P., Bianco, M., Arnao, A. A., Tartarisco, G., Cavallaro, A., et al. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02635 · Cited by 9 · see citing works
Hodapp, R. M. (2021) · Development and Psychopathology · doi:10.1017/s0954579420002084 · Cited by 9 · see citing works
Thapar, A. (2017) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2016.11.012 · Cited by 9 · see citing works
Nudel, R., Chrsitensen, R. V., Kalnak, N., Lundberg, M., Schwinn, M., Sørensen, E., Mikkelsen, C., Nissen, J., Christoffersen, L. A. N., Kjerulff, B. D., et al. (2024) · Psychiatry Research · doi:10.1016/j.psychres.2024.116212 · Cited by 8 · see citing works
Genetic Approaches to Understanding Psychiatric Disease
Michaelson, J. J. (2017) · Neurotherapeutics · doi:10.1007/s13311-017-0551-x · Cited by 9 · see citing works
Taylor, M. J., Martin, J., Lu, Y., Brikell, I., Lundström, S., Larsson, H., & Lichtenstein, P. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/234963 · Cited by 8 · see citing works
Self-citationMorinaga, M., Ahlqvist, V. H., Lundberg, M., Hollander, A., Rai, D., & Magnusson, C. (2024) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-024-09576-3 · Cited by 6 · see citing works
Liu, Y., Lichtenstein, P., Kotov, R., Larsson, H., D'Onofrio, B. M., & Pettersson, E. (2024) · Molecular Psychiatry · doi:10.1038/s41380-024-02552-2 · Cited by 6 · see citing works
Self-citationVillamor, E., Susser, E., & Cnattingius, S. (2022) · American Journal of Epidemiology · doi:10.1093/aje/kwac068 · Cited by 6 · see citing works
The Social Aptitudes Scale: looking at both “ends” of the social functioning dimension
Axelrud, L. K., DeSousa, D. A., Manfro, G. G., Pan, P. M., Knackfuss, A. C. U., Mari, J. D. J., Miguel, E. C., Rohde, L. A., & Salum, G. A. (2017) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-017-1395-8 · Cited by 6 · see citing works
Khemiri, L., Kuja‐Halkola, R., Larsson, H., Butwicka, A., Tideman, M., D'Onofrio, B. M., Latvala, A., & Lichtenstein, P. (2023) · EClinicalMedicine · doi:10.1016/j.eclinm.2023.102170 · Cited by 6 · see citing works
Self-citationMutations of ARX and non-syndromic intellectual disability in Chinese population
Wu, Y., Zhang, H., Liu, X., Shi, Z., Li, H., Wang, Z., Jie, X., Huang, S., Zhang, F., Li, J., et al. (2018) · Genes & Genomics · doi:10.1007/s13258-018-0745-6 · Cited by 5 · see citing works
Genomic imbalances defining novel intellectual disability associated loci
Lopes, F., Torres, F., Soares, G., Barbosa, M., Silva, J. S., Duque, F., Rocha, M. G., Sá, J., Oliveira, G., Sá, M. J. N., et al. (2019) · Orphanet Journal of Rare Diseases · doi:10.1186/s13023-019-1135-0 · Cited by 5 · see citing works
Abarca-Barriga, H. H. (2021) · Revista de Neuro-Psiquiatría · doi:10.20453/rnp.v84i1.3936 · Cited by 5 · see citing works
Kurki, M., Saarentaus, E., Pietiläinen, O. P. H., Gormley, P., Lal, D., Kerminen, S., Torniainen‐Holm, M., Hämäläinen, E., Rahikkala, E., Keski‐Filppula, R., et al. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/332023 · Cited by 5 · see citing works
Arias, V., Arias, B., Burns, G., & Servera, M. (2018) · Journal of Applied Research in Intellectual Disabilities · doi:10.1111/jar.12525 · Cited by 2 · see citing works
Genetic mechanisms of neurodevelopmental disorders
Au, P. Y. B., Eaton, A. J., & Dyment, D. A. (2020) · Handbook of clinical neurology · doi:10.1016/b978-0-444-64150-2.00024-1 · Cited by 5 · see citing works
3q29 duplications: A cohort of 46 patients and a literature review
Massier, M., Doco‐Fenzy, M., Egloff, M., Horn, X. L. G., Guyader, G. L., Redon, S., Bénech, C., Millier, K. L., Uguen, K., Ropars, J., et al. (2024) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.63531 · Cited by 3 · see citing works
Tekmenuray‐Unal, A., & Durmaz, C. D. (2024) · Dicle Medical Journal / Dicle Tip Dergisi · doi:10.5798/dicletip.1451758 · Cited by 3 · see citing works
What’s to Come of All This Tracking “Who We Are”? The Intelligence Example
Johnson, W. (2021) · Current Directions in Psychological Science · doi:10.1177/09637214211053831 · Cited by 3 · see citing works
Sibling similarity can reveal key insights into genetic architecture
Souaiaia, T., Wu, H. M., Hoggart, C. J., & O’Reilly, P. F. (2025) · eLife · doi:10.7554/elife.87522.3 · Cited by 2 · see citing works
Tompa, M., Sinkó, G., Málly, J., Kárteszi, J., & Kálmán, B. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms262010176 · Cited by 2 · see citing works
Redefinindo o futuro urbano: o impacto da epigenética na inteligência
Rodrigues, F. D. A. A. (2022) · Revista Políticas Públicas & Cidades · doi:10.23900/2359-1552v11n2-2-2022 · Cited by 2 · see citing works
Ovcharenko, E. S., Фефелова, В. В., Каспаров, Э. В., Колоскова, Т. П., & Smirnova, O. V. (2018) · Nauka molodykh (Eruditio Juvenium) · doi:10.23888/hmj201864532-538 · Cited by 2 · see citing works
Nayar, K., Bush, L., & Scott, M. (2025) · Springer eBooks · doi:10.1007/978-3-031-87228-0_2 · Cited by 2 · see citing works
Commentary: The origins of intellectual disability
Plomin, R. J. (2022) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13591 · Cited by 2 · see citing works
Self-citationGourlat, E., Rattat, A., & Albinet, C. T. (2024) · Psychologie Française · doi:10.1016/j.psfr.2024.03.001 · Cited by 1 · see citing works
Mercea, T. I., & Mateescu, A. (2024) · Timisoara Physical Education and Rehabilitation Journal · doi:10.2478/tperj-2024-0003 · Cited by 1 · see citing works
Use of Humanoid Robots for Students With Intellectual Disabilities
Tuna, A., & Ahmetoğlu, E. (2021) · IGI Global eBooks · doi:10.4018/978-1-6684-3542-7.ch064 · Cited by 1 · see citing works
Evaluating the Potential of Green Light Exposure on Nociception-A Mini Review
Qaiser, H., Uzair, M., Arshad, M., Zafar, A., & Bashir, S. (2023) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/1871527322666230522105931 · Cited by 1 · see citing works
Ștefănică, V., Mercea, T. I., Ursu, V. E., Gorban, C. F., Dragoș, G. C., Mihaiu, C., & Groza, G. G. (2024) · Timisoara Physical Education and Rehabilitation Journal · doi:10.2478/tperj-2024-0002 · Cited by 1 · see citing works
Palmer, M. L., Fang, Z., Leno, V. C., & Simonoff, E. A. (2024) · Journal of Intellectual Disability Research · doi:10.1111/jir.13185 · Cited by 1 · see citing works
Aetiology of Mild and Serious Intellectual Disabilities/Mr without any Identified Genetic Cause
Thakur, N., & TJPRC (2018) · International Journal of Environment Ecology Family and Urban Studies · doi:10.24247/ijeefusjun20183 · Cited by 1 · see citing works
Use of Humanoid Robots for Students With Intellectual Disabilities
Tuna, A., & Ahmetoğlu, E. (2018) · Advances in educational technologies and instructional design book series · doi:10.4018/978-1-5225-6361-7.ch011 · Cited by 1 · see citing works
Badaly, D., Heinrich, K. P., Davis, A. L., Fish, A. M., & Ghaziuddin, M. (2019) · Journal of Developmental and Physical Disabilities · doi:10.1007/s10882-019-09665-5 · Cited by 1 · see citing works
Störungen der Entwicklung – mit Unsicherheiten leben
Jenni, O. G. (2021) · Springer eBooks · doi:10.1007/978-3-662-62448-7_7 · Cited by 1 · see citing works
National IQs and Socioeconomic DevelopmentPreprint
Jensen, S., & Kirkegaard, E. O. W. (2024) · doi:10.31234/osf.io/bx86g · Cited by 2 · see citing works
Sibling Similarity Can Reveal Key Insights into Genetic ArchitecturePreprint
Souaiaia, T., Wu, H. M., Hoggart, C., & O’Reilly, P. F. (2024) · eLife · doi:10.7554/elife.87522.2 · Cited by 1 · see citing works
Intelligence: The Ongoing Quest for Its Etiology
Grigorenko, E. L., & Mandelman, S. D. (2017) · Cambridge University Press eBooks · doi:10.1017/9781316340301.006
The Role of PAK Signaling in Synaptic Transmission and Plasticity and Social Memory in Mice
Leung, C. (2019) · TSpace (University of Toronto)
Wang, Y., Zhu, L., Ma, X., Yang, F., Xu, X., Yang, Y., Yang, X. F., Peng, W., Zhang, W., Liang, J.-Y., et al. (2020) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2020.00045
Aetiology of intellectual disability and its clinical features
Rapoport, J. L., Zhou, D., & Ahn, K. (2020) · doi:10.1093/med/9780198713005.003.0023
Niekerk, Z. V. (2017) · Unisa Institutional Repository (University of South Africa)
Hasani, P. A. M., Mokhtaree, M., Rezaeian, M., & Jalaladdini, A. (2021) · Trends in Medical Sciences · doi:10.5812/tms.113794
Nürnberger, J. I. (2019) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.735152734.793563005
Neurobiology of Autism Spectrum Disorder and Intellectual Disability
Costales, J. L., Rubeis, S. D., Foss‐Feig, J. H., Hof, P. R., Buxbaum, J. D., & Kolezvon, A. (2017) · Oxford University Press eBooks · doi:10.1093/med/9780190681425.003.0063
Wahłsten, D. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-812832-9.00015-4
Sibling Similarity Can Reveal Key Insights Into Genetic ArchitecturePreprint
Souaiaia, T., Wu, H. M., Hoggart, C., & O’Reilly, P. F. (2023) · eLife · doi:10.7554/elife.87522.1
Sibling similarity can reveal key insights into genetic architecturePreprint
Souaiaia, T., Wu, H. M., Hoggart, C., & O’Reilly, P. F. (2023) · eLife · doi:10.7554/elife.87522
- Authors
- Reichenberg, A., Cederlöf, M., McMillan, A., Trzaskowski, M., Kapra, O., Fruchter, E., Ginat, K., Davidson, M., Weiser, M., Larsson, H., Plomin, R., & Lichtenstein, P.
- Affiliations
- Icahn School of Medicine at Mount Sinai (US)
- Karolinska Institutet (SE)
- King's College London (GB)
- Sheba Medical Center (IL)
- Department of Mental Health, Israel Medical Corps, 01259 Tel-Hashomer, Israel
- Corresponding author
- Reichenberg, Abraham
- ORCID
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2015-12-28
- Volume
- 113
- Issue
- 4
- Pages
- 1098-1103
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC4743770
- OpenAlex
- W2215537341
- Cited by
- 115
- References
- 63
- Citations by year
- 2026: 2 · 2025: 8 · 2024: 20 · 2023: 11 · 2022: 10 · 2021: 15 · 2020: 5 · 2019: 15 · 2018: 11 · 2017: 13 · 2016: 4 · 2015: 1
- FWCI
- 10.34
- Type
- journal article
- Language
- en
- Update notices
- correction (2017-09-25)
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Research Portal (King's College London) (submittedVersion, cc-by)
- Funders
- Medical Research Council (295366)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Down syndrome and intellectual disability research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Keywords
- intellectual disability, severe intellectual disability, mild intellectual disability, IQ distribution, genetic architecture, environmental influences, heritability, common genetic variants, rare mutations, twin and sibling studies, extreme phenotypes
- MeSH terms
- Adolescent, Environment, Female, Humans, Intelligence, Male, Intellectual Disability, Twins
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review