Evidence map›Paper›PMID 29892012›Full record

ArticleNature genetics2018

An interactome perturbation framework prioritizes damaging missense mutations for developmental disorders.

Siwei Chen, Robert Fragoza, Lambertus Klei, Yuan Liu, Jiebiao Wang, Kathryn Roeder, Bernie Devlin, Haiyuan Yu

Abstract read
In one paragraph

Article in Nature genetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed, 1 pooled it
9.0field-weighted citation impact, top 2% 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

49 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.

  1. Pooled it
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  12. Identification of novelFrontiers in neuroscience · 2023
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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

8 authors at 3 institutions in 1 country.

Siwei ChenDepartment of Biological Statistics and Computational Biology, Cornell University, Ithaca, NY, USA.
Robert FragozaDepartment of Biological Statistics and Computational Biology, Cornell University, Ithaca, NY, USA.
Lambertus KleiDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Yuan LiuDepartment of Biological Statistics and Computational Biology, Cornell University, Ithaca, NY, USA.
Jiebiao WangDepartment of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA, USA.
Kathryn RoederDepartment of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA, USA. roeder@andrew.cmu.edu.
Bernie DevlinDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA. devlinbj@upmc.edu.
Haiyuan YuDepartment of Biological Statistics and Computational Biology, Cornell University, Ithaca, NY, USA. haiyuan.yu@cornell.edu.ORCID http://orcid.org/0000-0001-7597-6049
Cornell University · USCarnegie Mellon University · USUniversity of Pittsburgh · US

Funding

Identification and Functional Validation of Human Infertility AllelesR01HD082568 · NICHD · CORNELL UNIVERSITY · PI SCHIMENTI, JOHN C · 2015 to 2024
$6.0M
Genetics Association in Schizophrenia and Other DisordersR37MH057881 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI DEVLIN, BERNIE · 2013 to 2022
$5.4M
New Generation DelPhi: large systems and beyond electrostaticsR01GM093937 · NIGMS · CLEMSON UNIVERSITY · PI ALEXOV, EMIL GEORGIEV · 2010 to 2023
$4.3M
High-throughput functional characterization of human enhancersUM1HG009393 · NHGRI · CORNELL UNIVERSITY · PI LIS, JOHN T, YU, HAIYUAN · 2017 to 2021
$4.1M
Quantifying molecular consequences of human missense variants with large-scale interactome perturbation studiesR01GM125639 · NIGMS · CORNELL UNIVERSITY · PI ALEXOV, EMIL GEORGIEV, CLARK, ANDREW G · 2018 to 2021
$2.6M
Whole Genome Sequencing to Discover Familial Myeloma Risk GenesR01CA167824 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI LIPKIN, STEVEN M, OFFIT, KENNETH · 2012 to 2016
$1.9M
Using Protein Interactome Networks to Understand the Functional Role of Coding DNR01GM104424 · NIGMS · WEILL MEDICAL COLL OF CORNELL UNIV · PI LIPKIN, STEVEN M, YU, HAIYUAN · 2013 to 2016
$1.7M
Towards a comprehensive multiscale 3D human interactome networkR01GM124559 · NIGMS · CORNELL UNIVERSITY · PI YU, HAIYUAN · 2017 to 2020
$1.5M
2/3 Multidimensional investigation of the etiology of autism spectrum disorderR01MH109900 · NIMH · CARNEGIE-MELLON UNIVERSITY · PI ROEDER, KATHRYN M · 2016 to 2018
$578k
NCI NIH HHS R01 CA167824NHGRI NIH HHS UM1 HG009393NICHD NIH HHS R01 HD082568NIGMS NIH HHS R01 GM093937NIGMS NIH HHS R01 GM104424NIGMS NIH HHS R01 GM124559NIGMS NIH HHS R01 GM125639NIMH NIH HHS R01 MH109900NIMH NIH HHS R37 MH057881
6 · The paper itself

Abstract

Identifying disease-associated missense mutations remains a challenge, especially in large-scale sequencing studies. Here we establish an experimentally and computationally integrated approach to investigate the functional impact of missense mutations in the context of the human interactome network and test our approach by analyzing ~2,000 de novo missense mutations found in autism subjects and their unaffected siblings. Interaction-disrupting de novo missense mutations are more common in autism probands, principally affect hub proteins, and disrupt a significantly higher fraction of hub interactions than in unaffected siblings. Moreover, they tend to disrupt interactions involving genes previously implicated in autism, providing complementary evidence that strengthens previously identified associations and enhances the discovery of new ones. Importantly, by analyzing de novo missense mutation data from six disorders, we demonstrate that our interactome perturbation approach offers a generalizable framework for identifying and prioritizing missense mutations that contribute to the risk of human disease.

Indexed as

Autism Spectrum DisorderAutistic DisorderChildDevelopmental DisabilitiesFemaleGenetic Predisposition to DiseaseHumansMaleMutation, Missense

Identifiers

PMID29892012
PMCPMC6314957
OpenAlexW2806000513

What OpenQuestion holds

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Registered trials

None linked

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.