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Cited by 438

The DOI matches its Crossref record; 89 of the 89 references it cites were found in a registry or an index.

Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder

Open access
Krishnan, Arjun, Zhang, Ran, Yao, Victoria, Theesfeld, Chandra L, Wong, Aaron K, Tadych, Alicja, Volfovsky, Natalia, Packer, Alan, Lash, Alex, Troyanskaya, Olga G·2016·Nature Neuroscience

Abstract

Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder with a strong genetic basis. Yet, only a small fraction of potentially causal genes—about 65 genes out of an estimated several hundred—are known with strong genetic evidence from sequencing studies. We developed a complementary machine-learning approach based on a human brain-specific gene network to present a genome-wide prediction of autism risk genes, including hundreds of candidates for which there is minimal or no prior genetic evidence. Our approach was validated in a large independent case–control sequencing study. Leveraging these genome-wide predictions and the brain-specific network, we demonstrated that the large set of ASD genes converges on a smaller number of key pathways and developmental stages of the brain. Finally, we identified likely pathogenic genes within frequent autism-associated copy-number variants and proposed genes and pathways that are likely mediators of ASD across multiple copy-number variants. All predictions and functional insights are available at http://asd.princeton.edu.

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Metadata

Authors
Krishnan, A., Zhang, R., Yao, V., Theesfeld, C. L., Wong, A. K., Tadych, A., Volfovsky, N., Packer, A., Lash, A., & Troyanskaya, O. G.
Venue
Nature Neuroscience
Published
2016-08-01
Volume
19
Issue
11
Pages
1454-1462
ISSN
  • 1097-6256 (ISSN-L)
  • 1546-1726
OpenAlex
W2484866312
Cited by
438
References
89
FWCI
25.27
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder. https://app.cochat.ai/papers/10.1038/nn.4353
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Krishnan, A., Zhang, R., Yao, V., Theesfeld, C. L., Wong, A. K., Tadych, A., Volfovsky, N., Packer, A., Lash, A., & Troyanskaya, O. G. (2016). Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder. Nature Neuroscience. https://doi.org/10.1038/nn.4353

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