Autism risk genes are evolutionarily ancient and maintain a unique feature landscape that echoes their function

This publication is included in the Autistic Autism Scholarship Project. one author of this publication is identified as autistic in the project.

About the autistic author marker

Casanova, M., Switala, A., Dandamudi, S., Hickman, A. R., Vandenbrink, J., Sharp, J. L., Feltus, F. A., & Casanova, M. F. (2019). Autism risk genes are evolutionarily ancient and maintain a unique feature landscape that echoes their function. Autism Research, 12(6), 860-869. https://doi.org/10.1002/aur.2112

Publication date: 26 Apr 2019 Added to AutiHub: 14 Sep 2026 Type: Article Article language: English

This publication is integrated into AutiHub through:

Authors

Publication authors
8
Publication authors identified as autistic
1 / 8 (12.5%)

Abstract

Previous research on autism risk (ASD), developmental regulatory (DevReg), and central nervous system (CNS) genes suggests they tend to be large in size, enriched in nested repeats, and mutation intolerant. The relevance of these genomic features is intriguing yet poorly understood. In this study, we investigated the feature landscape of these gene groups to discover structural themes useful in interpreting their function, developmental patterns, and evolutionary history. ASD, DevReg, CNS, housekeeping, and whole genome control (WGC) groups were compiled using various resources. Multiple gene features of interest were extracted from NCBI/UCSC Bioinformatics. Residual variation intolerance scores, Exome Aggregation Consortium pLI scores, and copy number variation data from Decipher were used to estimate variation intolerance. Gene age and protein–protein interactions (PPI) were estimated using Ensembl and EBI Intact databases, respectively. Compared to WGC: ASD, DevReg, and CNS genes are longer, produce larger proteins, maintain greater numbers/density of conserved noncoding elements and transposable elements, produce more transcript variants, and are comparatively variation intolerant. After controlling for gene size, mutation tolerance, and clinical association, ASD genes still retain many of these same features. In addition, we also found that ASD genes that are extremely mutation intolerant have larger PPI networks. These data support many of the recent findings within the field of autism genetics but also expand our understanding of the evolution of these broad gene groups, their potential regulatory complexity, and the extent to which they interact with the cellular network. Autism Res 2019, 12: 860–869. © 2019 International Society for Autism Research, Wiley Periodicals, Inc. Lay Summary Autism risk genes are more ancient compared to other genes in the genome. As such, they exhibit physical features related to their age, including long gene and protein size and regulatory sequences that help to control gene expression. They share many of these same features with other genes that are expressed in the brain and/or are associated with prenatal development.

Bibliography cited by this reference

Cited references are imported from external metadata sources when they are available. The list may be partial.

Cited bibliography overview

These indicators describe the bibliography cited by this publication. An author name is counted each time it appears in one cited reference, so the same person can be counted more than once. Names not yet linked to an author already present in AutiHub are treated as unknown, not as non-autistic. Last computed: 14 Sep 2026 14:22.

Cited references
47
With a DOI
45
Without a DOI, from raw bibliography text
2
3 / 47 (6.4%) cited references include at least one author identified as autistic.
References with data to complete
0 / 47 (0.0%)
References with detected author names
47 / 47 (100.0%)
Without detected author names
0
Without a structured title
0
Without a stable identifier
2
References with raw author names still to review
0
References with external metadata lookup issues
0
These indicators apply to cited references displayed on this page, after technical duplicates have been merged. A reference without a DOI can still support author statistics when a title and author names are available.
Author names detected in the cited bibliography
527
From DOI or external metadata
527
From validated raw bibliography text
0
Raw names already validated
0
Raw names still to review
0
15 / 527 (2.8%) names are linked to an author already present in AutiHub. 512 / 527 (97.2%) names are not yet linked.
Names linked to a person identified as autistic
3 / 527 (0.6%)
Calculated across all author names detected in the cited bibliography. Among names linked to an author already present in AutiHub: 3 / 15 (20.0%). Distinct people identified as autistic: 2 / 380 (0.5%).
  1. The Gene Ontology Consortium (2015). Gene Ontology Consortium: going forward . Nucleic Acids Research, 43(D1), D1049-D1056. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  2. Brett S Abrahams , Dan E Arking , Daniel B Campbell , Heather C Mefford , Eric M Morrow , Lauren A Weiss et al. (2013). SFARI Gene 2.0: a community-driven knowledgebase for the autism spectrum disorders (ASDs) . Molecular Autism, 4(1), 36. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  3. D. Karolchik (2004). The UCSC Table Browser data retrieval tool . Nucleic Acids Research, 32(90001), 493D-496. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  4. Slavé Petrovski , Ayal B. Gussow , Quanli Wang , Matt Halvorsen , Yujun Han , William H. Weir et al. (2015). The Intolerance of Regulatory Sequence to Genetic Variation Predicts Gene Dosage Sensitivity . PLOS Genetics, 11(9), e1005492. Public Library of Science (PLoS).
    Crossref OpenAlex OpenCitations
  5. Mathieu Blanchette , W. James Kent , Cathy Riemer , Laura Elnitski , Arian F.A. Smit , Krishna M. Roskin et al. (2004). Aligning Multiple Genomic Sequences With the Threaded Blockset Aligner . Genome Research, 14(4), 708-715. Cold Spring Harbor Laboratory.
    Crossref OpenAlex OpenCitations
  6. Petter Portin , Adam Wilkins (2017). The Evolving Definition of the Term “Gene” . Genetics, 205(4), 1353-1364. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  7. Eli Eisenberg , Erez Y. Levanon (2013). Human housekeeping genes, revisited . Trends in Genetics, 29(10), 569-574. Elsevier BV.
    Crossref OpenAlex OpenCitations
  8. John A. Capra , Maureen Stolzer , Dannie Durand , Katherine S. Pollard (2013). How old is my gene? Trends in Genetics, 29(11), 659-668. Elsevier BV.
    Crossref OpenAlex OpenCitations
  9. Deng-Ke Niu , Yu-Fei Yang (2011). Why eukaryotic cells use introns to enhance gene expression: Splicing reduces transcription-associated mutagenesis by inhibiting topoisomerase I cutting activity . Biology Direct, 6(1), 24. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  10. Slavé Petrovski , Quanli Wang , Erin L. Heinzen , Andrew S. Allen , David B. Goldstein (2013). Genic Intolerance to Functional Variation and the Interpretation of Personal Genomes . PLoS Genetics, 9(8), e1003709. Public Library of Science (PLoS).
    Crossref OpenAlex OpenCitations
  11. Casanova E. L. (n.d.). Endless genes most beautiful: How molecular function follows form . Inference.
    Type: Other
    Crossref
  12. Neelroop N. Parikshak , Rui Luo , Alice Zhang , Hyejung Won , Jennifer Lowe *Autistic author. Learn more… , Vijayendran Chandran et al. (2013). Integrative Functional Genomic Analyses Implicate Specific Molecular Pathways and Circuits in Autism . Cell, 155(5), 1008-1021. Elsevier BV.
    Crossref OpenAlex OpenCitations
  13. Jonathan Sebat , B. Lakshmi , Dheeraj Malhotra , Jennifer Troge , Christa Lese-Martin , Tom Walsh et al. (2007). Strong Association of De Novo Copy Number Mutations with Autism . Science, 316(5823), 445-449. American Association for the Advancement of Science (AAAS).
    Crossref OpenAlex OpenCitations
  14. Casanova E. L. (n.d.). Neuromodulation, neurofeedback and sensory integration approaches for research and treatment . Neuromodulation, neurofeedback and sensory integration approaches for research and treatment, 35.
    Type: Other
    Crossref
  15. Arjun Krishnan , Ran Zhang , Victoria Yao , Chandra L Theesfeld , Aaron K Wong , Alicja Tadych et al. (2016). Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder . Nature Neuroscience, 19(11), 1454-1462. Springer Science and Business Media LLC.
    Type: Article DOI: 10.1038/nn.4353 OpenAlex: https://openalex.org/W2484866312
    Crossref OpenAlex OpenCitations
  16. Manuela Sironi , Giorgia Menozzi , Giacomo P. Comi , Nereo Bresolin , Rachele Cagliani , Uberto Pozzoli (2005). Fixation of conserved sequences shapes human intron size and influences transposon-insertion dynamics . Trends in Genetics, 21(9), 484-488. Elsevier BV.
    Crossref OpenAlex OpenCitations
  17. Xinwei Han , Siying Chen , Elise Flynn , Shuang Wu , Dana Wintner , Yufeng Shen (2018). Distinct epigenomic patterns are associated with haploinsufficiency and predict risk genes of developmental disorders . Nature Communications, 9(1), 2138-2138. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  18. Victor Neduva , Robert B. Russell (2005). Linear motifs: Evolutionary interaction switches . FEBS Letters, 579(15), 3342-3345. Wiley.
    Crossref OpenAlex OpenCitations
  19. Xiaohui Xie , Michael Kamal , Eric S. Lander (2006). A family of conserved noncoding elements derived from an ancient transposable element . Proceedings of the National Academy of Sciences, 103(31), 11659-11664. National Academy of Sciences.
    Crossref OpenAlex OpenCitations
  20. Angela M. Mabb , Paul H. M. Kullmann , Margaret A. Twomey , Jayalakshmi Miriyala , Benjamin D. Philpot , Mark J. Zylka (2014). Topoisomerase 1 inhibition reversibly impairs synaptic function . Proceedings of the National Academy of Sciences, 111(48), 17290-17295. National Academy of Sciences.
    Crossref OpenAlex
  21. Adam J. de Smith , Robin G. Walters , Lachlan J. M. Coin , Israel Steinfeld , Zohar Yakhini , Rob Sladek et al. (2008). Small Deletion Variants Have Stable Breakpoints Commonly Associated with Alu Elements . PLoS ONE, 3(8), e3104. Public Library of Science (PLoS).
    Crossref OpenAlex OpenCitations
  22. Greg Elgar , Tanya Vavouri (2008). Tuning in to the signals: noncoding sequence conservation in vertebrate genomes . Trends in Genetics, 24(7), 344-352. Elsevier BV.
    Crossref OpenAlex OpenCitations
  23. Eli Eisenberg , Erez Y. Levanon (2003). Human housekeeping genes are compact . Trends in Genetics, 19(7), 362-365. Elsevier BV.
    Crossref OpenAlex OpenCitations
  24. Sarah M. Williams , Joon Yong An , Janette Edson , Michelle Watts , Valentine Murigneux , Andrew Whitehouse et al. (2019). An integrative analysis of non-coding regulatory DNA variations associated with autism spectrum disorder . Molecular Psychiatry, 24(11), 1707-1719. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  25. Diana Ekman , Sara Light , Åsa K Björklund , Arne Elofsson (2006). What properties characterize the hub proteins of the protein-protein interaction network of Saccharomyces cerevisiae? Genome Biology, 7(6), R45-R45. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  26. Harrison W. Gabel , Benyam Kinde , Hume Stroud , Caitlin S. Gilbert , David A. Harmin , Nathaniel R. Kastan et al. (2015). Disruption of DNA-methylation-dependent long gene repression in Rett syndrome . Nature, 522(7554), 89-93. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  27. Helen V. Firth , Shola M. Richards , A. Paul Bevan , Stephen Clayton , Manuel Corpas , Diana Rajan et al. (2009). DECIPHER: Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources . The American Journal of Human Genetics, 84(4), 524-533. Elsevier BV.
    Crossref OpenAlex OpenCitations
  28. Manuela Sironi , Giorgia Menozzi , Giacomo P. Comi , Rachele Cagliani , Nereo Bresolin , Uberto Pozzoli (2005). Analysis of intronic conserved elements indicates that functional complexity might represent a major source of negative selection on non-coding sequences . Human Molecular Genetics, 14(17), 2533-2546. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  29. Sandra Orchard , Mais Ammari , Bruno Aranda , Lionel Breuza , Leonardo Briganti , Fiona Broackes-Carter et al. (2014). The MIntAct project—IntAct as a common curation platform for 11 molecular interaction databases . Nucleic Acids Research, 42(D1), D358-D363. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  30. Ian F. King , Chandri N. Yandava , Angela M. Mabb , Jack S. Hsiao , Hsien-Sung Huang , Brandon L. Pearson et al. (2013). Topoisomerases facilitate transcription of long genes linked to autism . Nature, 501(7465), 58-62. Springer Science and Business Media LLC.
    Crossref OpenAlex
  31. Michaela Schwaiger , Anna Schönauer , André F. Rendeiro , Carina Pribitzer , Alexandra Schauer , Anna F. Gilles et al. (2014). Evolutionary conservation of the eumetazoan gene regulatory landscape . Genome Research, 24(4), 639-650. Cold Spring Harbor Laboratory.
    Crossref OpenAlex OpenCitations
  32. Javier Herrero , Matthieu Muffato , Kathryn Beal , Stephen Fitzgerald , Leo Gordon , Miguel Pignatelli et al. (2016). Ensembl comparative genomics resources . Database, 2016, bav096. Oxford University Press (OUP).
    Crossref OpenAlex
  33. Angela M. Mabb , Paul H. M. Kullmann , Margaret A. Twomey , Jayalakshmi Miriyala , Benjamin D. Philpot , Mark J. Zylka (2014). Topoisomerase 1 inhibition reversibly impairs synaptic function . Proceedings of the National Academy of Sciences, 111(48), 17290-17295. National Academy of Sciences.
    OpenCitations
  34. Exome Aggregation Consortium , Monkol Lek , Konrad J. Karczewski , Eric V. Minikel , Kaitlin E. Samocha , Eric Banks et al. (2016). Analysis of protein-coding genetic variation in 60,706 humans . Nature, 536(7616), 285-291. Springer Science and Business Media LLC.
    OpenCitations
  35. Jack A Kosmicki , Kaitlin E Samocha , Daniel P Howrigan , Stephan J Sanders , Kamil Slowikowski , Monkol Lek et al. (2017). Refining the role of de novo protein-truncating variants in neurodevelopmental disorders by using population reference samples . Nature Genetics, 49(4), 504-510. Springer Science and Business Media LLC.
    Type: Article DOI: 10.1038/ng.3789 OpenAlex: https://openalex.org/W2949181286
    Crossref OpenAlex OpenCitations
  36. Dimitris Polychronopoulos , James W. D. King , Alexander J. Nash , Ge Tan , Boris Lenhard (2017). Conserved non-coding elements: developmental gene regulation meets genome organization . Nucleic Acids Research, 45(22), 12611-12624. Oxford University Press (OUP).
    OpenCitations
  37. Exome Aggregation Consortium , Monkol Lek , Konrad J. Karczewski , Eric V. Minikel , Kaitlin E. Samocha , Eric Banks et al. (2016). Analysis of protein-coding genetic variation in 60,706 humans . Nature, 536(7616), 285-291. Springer Science and Business Media LLC.
    Crossref OpenAlex
  38. Rebecca L Ouwenga , Joseph Dougherty (2015). Fmrp targets or not: long, highly brain-expressed genes tend to be implicated in autism and brain disorders . Molecular Autism, 6(1), 16. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  39. Masato Nikaido , Fumio Matsuno , Healy Hamilton , Robert L. Brownell , Ying Cao , Wang Ding et al. (2001). Retroposon analysis of major cetacean lineages: The monophyly of toothed whales and the paraphyly of river dolphins . Proceedings of the National Academy of Sciences, 98(13), 7384-7389. National Academy of Sciences.
    Crossref OpenAlex OpenCitations
  40. Tychele N. Turner , Fereydoun Hormozdiari , Michael H. Duyzend , Sarah A. McClymont , Paul W. Hook , Ivan Iossifov et al. (2016). Genome Sequencing of Autism-Affected Families Reveals Disruption of Putative Noncoding Regulatory DNA . The American Journal of Human Genetics, 98(1), 58-74. Elsevier BV.
    Crossref OpenAlex OpenCitations
  41. Patrick J. Short , Jeremy F. McRae , Giuseppe Gallone , Alejandro Sifrim , Hyejung Won , Daniel H. Geschwind et al. (2018). De novo mutations in regulatory elements in neurodevelopmental disorders . Nature, 555(7698), 611-616. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  42. Javier Herrero , Matthieu Muffato , Kathryn Beal , Stephen Fitzgerald , Leo Gordon , Miguel Pignatelli et al. (2016). Ensembl comparative genomics resources . Database, 2016, bav096. Oxford University Press (OUP).
    OpenCitations
  43. Atsushi Takata , Iuliana Ionita-Laza , Joseph A. Gogos , Bin Xu , Maria Karayiorgou (2016). De Novo Synonymous Mutations in Regulatory Elements Contribute to the Genetic Etiology of Autism and Schizophrenia . Neuron, 89(5), 940-947. Elsevier BV.
    Crossref OpenAlex OpenCitations
  44. Dimitris Polychronopoulos , James W. D. King , Alexander J. Nash , Ge Tan , Boris Lenhard (2017). Conserved non-coding elements: developmental gene regulation meets genome organization . Nucleic Acids Research, 45(22), 12611-12624. Oxford University Press (OUP).
    Crossref OpenAlex
  45. Ian F. King , Chandri N. Yandava , Angela M. Mabb , Jack S. Hsiao , Hsien-Sung Huang , Brandon L. Pearson et al. (2013). Topoisomerases facilitate transcription of long genes linked to autism . Nature, 501(7465), 58-62. Springer Science and Business Media LLC.
    OpenCitations