Evidence map›Paper›PMID 34615535›Full record

ArticleMolecular autism2021

Prevalence and phenotypic impact of rare potentially damaging variants in autism spectrum disorder.

Behrang Mahjani, Silvia De Rubeis, Christina Gustavsson Mahjani, Maureen Mulhern, Xinyi Xu, Lambertus Klei, F Kyle Satterstrom, Jack Fu, Michael E Talkowski, Abraham Reichenberg and 6 more

Open access · goldAbstract read
In one paragraph

Article in Molecular autism, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
4.8field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 39 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
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  5. Review
  6. Article
  7. Article
  8. Black EquaLity in OCD NeuroGenomics (BELONG): Study Protocol.American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2026
    Article
  9. Review
  10. Translational pediatrics · 2026
    Article
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  16. Review
  17. Article
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  19. Distinct neurocognitive profiles and clinical phenotypes associated with copy number variation at the 22q11.2 locus.Autism research : official journal of the International Society for Autism Research · 2023
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 6 institutions in 2 countries.

Behrang MahjaniSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.ORCID 0000-0001-6087-9537
Silvia De RubeisSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.ORCID 0000-0001-9383-6883
Christina Gustavsson MahjaniSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Maureen MulhernSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Xinyi XuSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Lambertus KleiDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.ORCID 0000-0003-4524-4968
F Kyle SatterstromStanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.ORCID 0000-0001-6187-7680
Jack FuProgram in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Michael E TalkowskiStanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.ORCID 0000-0003-2889-0992
Abraham ReichenbergSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Sven SandinSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.ORCID 0000-0001-6994-4884
Christina M HultmanDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-0327-2410
Dorothy E GriceSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.ORCID 0000-0002-8833-2549
Kathryn RoederDepartment of Statistics, Carnegie Mellon University, Pittsburgh, PA, USA.ORCID 0000-0002-8869-6254
Bernie DevlinDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.ORCID 0000-0003-2524-4290
Joseph D BuxbaumSeaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. Joseph.Buxbaum@mssm.edu.ORCID 0000-0001-8898-8313
Icahn School of Medicine at Mount Sinai · USAllen Institute for Brain Science · USBroad Institute · USKarolinska Institutet · SEUniversity of Pittsburgh · USCarnegie Mellon University · US

Funding

Clinical Diagnostic Sequencing of Structural VariationR01HD081256 · NICHD · MASSACHUSETTS GENERAL HOSPITAL · PI TALKOWSKI, MICHAEL E · 2015 to 2025
$7.2M
Scalable tool and comprehensive maps to interpret structural variation across the neuropsychiatric spectrumR01MH115957 · NIMH · BROAD INSTITUTE, INC. · PI TALKOWSKI, MICHAEL E · 2019 to 2025
$5.4M
Genetics Association in Schizophrenia and Other DisordersR37MH057881 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI DEVLIN, BERNIE · 2013 to 2022
$5.4M
Population-Based Autism Genetics & Environment StudyR01MH097849 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI BUXBAUM, JOSEPH D. · 2014 to 2022
$5.2M
1/4 - The Autism Sequencing Consortium: Autism Gene Discovery in >50,000 ExomesU01MH111661 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI BUXBAUM, JOSEPH D. · 2017 to 2021
$2.6M
The Autism Sequencing Consortium: Autism Gene Discovery in >50,000 ExomesU01MH111660 · NIMH · BROAD INSTITUTE, INC. · PI DALY, MARK JOSEPH · 2017 to 2021
$2.3M
1/4 - The Autism Sequencing Consortium: Discovering autism risk genes and how they impact core features of the disorderR01MH129724 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Joseph D. Buxbaum · 2022 to 2026
$2.0M
3/4 - The Autism Sequencing Consortium: Autism Gene Discovery in >50,000 ExomesU01MH111658 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI DEVLIN, BERNIE · 2017 to 2021
$2.0M
3/4 The Autism Sequencing Consortium: Discovering autism risk genes and how they impact core features of the disorderR01MH129725 · NIMH · CARNEGIE-MELLON UNIVERSITY · PI KATHRYN M ROEDER · 2022 to 2026
$1.9M
4/4 - The Autism Sequencing Consortium: Autism Gene Discovery in >50,000 ExomesU01MH111662 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SANDERS, STEPHAN, STATE, MATTHEW W. · 2017 to 2021
$1.3M
NICHD NIH HHS R01 HD081256NIMH NIH HHS R01 MH097849NIMH NIH HHS R01 MH115957NIMH NIH HHS R01 MH129724NIMH NIH HHS R01 MH129725NIMH NIH HHS R37 MH057881NIMH NIH HHS U01 MH111658NIMH NIH HHS U01 MH111660NIMH NIH HHS U01 MH111661NIMH NIH HHS U01 MH111662
6 · The paper itself

Abstract

backgroundThe Autism Sequencing Consortium identified 102 high-confidence autism spectrum disorder (ASD) genes, showing that individuals with ASD and with potentially damaging single nucleotide variation (pdSNV) in these genes had lower cognitive levels and delayed age at walking, when compared to ASD participants without pdSNV. Here, we made use of a Swedish sample of individuals with ASD (called PAGES, for Population-Based Autism Genetics & Environment Study) to evaluate the frequency of pdSNV and their impact on medical and psychiatric phenotypes, using an epidemiological frame and universal health reporting. We then combine findings with those for potentially damaging copy number variation (pdCNV).

methodsSNV and CNV calls were generated from whole-exome sequencing and chromosome microarray data, respectively. Birth and medical register data were used to collect phenotypes.

resultsOf 808 individuals assessed by sequencing, 69 (9%) had pdSNV in the 102 ASC genes, and 144 (18%) had pdSNV in the 102 ASC genes or in a larger set of curated neurodevelopmental genes (from the Deciphering Developmental Disorders study, the gene2phenotype database, and the Radboud University gene lists). Three or more individuals had pdSNV in GRIN2B, POGZ, SATB1, DYNC1H1, SCN8A, or CREBBP. In comparison, out of the 996 individuals from whom CNV were called, 105 (11%) carried one or more pdCNV, including four or more individuals with CNV in the recurrent 15q11q13, 22q11.2, and 16p11.2 loci. Carriers of pdSNV were more likely to have intellectual disability (ID) and epilepsy, while carriers of pdCNV showed increased rates of congenital anomalies and scholastic skill disorders. Carriers of either pdSNV or pdCNV were more likely to have ID, scholastic skill disorders, and epilepsy. LIMITATIONS: The cohort only included individuals with autistic disorder, the more severe form of ASD, and phenotypes are defined from medical registers. Not all genes studied are definitively ASD genes, and we did not have de novo information to aid in classification.

conclusionsIn this epidemiological sample, rare pdSNV were more common than pdCNV and the combined yield of potentially damaging variation was substantial at 27%. The results provide compelling rationale for the use of high-throughout sequencing as part of routine clinical workup for ASD and support the development of precision medicine in ASD.

Indexed as

Autism Spectrum DisorderAutistic DisorderMatrix Attachment Region Binding ProteinsCell Cycle ProteinsDNA-Binding ProteinsDNA Copy Number VariationsHumansPhenotypePrevalenceTransposasesCell Cycle ProteinsDNA-Binding ProteinsMatrix Attachment Region Binding ProteinsPOGZ protein, humanSATB1 protein, humanTransposasesAutism spectrum disorderCopy number variantIntellectual disabilityPAGESSingle nucleotide variantWhole exome sequencing

Identifiers

PMID34615535
PMCPMC8495954
OpenAlexW3203248716

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.