Evidence map›Paper›PMID 34916285›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Systems biology analysis of human genomes points to key pathways conferring spina bifida risk.

Vanessa Aguiar-Pulido, Paul Wolujewicz, Alexander Martinez-Fundichely, Eran Elhaik, Gaurav Thareja, Alice Abdel Aleem, Nader Chalhoub, Tawny Cuykendall, Jamel Al-Zamer, Yunping Lei and 10 more

Open access · greenAbstract readMulticenter Study
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
4.7field-weighted citation impact, top 5% 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

8 citing papers in PubMed, 19 citations in OpenAlex.

  1. Review
  2. RosetteArraybioRxiv : the preprint server for biology · 2024
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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

20 authors at 8 institutions in 4 countries.

Vanessa Aguiar-PulidoCenter for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021.ORCID 0000-0001-5248-6944
Paul WolujewiczCenter for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021.
Alexander Martinez-FundichelyDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065.ORCID 0000-0002-7660-5511
Eran ElhaikDepartment of Biology, Lund University SE-221 00 Lund, Sweden.
Gaurav TharejaDepartment of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Doha, Qatar.ORCID 0000-0003-2277-6400
Alice Abdel AleemDepartment of Neurology, Weill Cornell Medicine-Qatar, Doha, Qatar.
Nader ChalhoubDepartment of Neurology, Weill Cornell Medicine-Qatar, Doha, Qatar.
Tawny CuykendallDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065.
Jamel Al-ZamerRehabilitation Medicine, Hamad Medical Corporation, Doha, Qatar.ORCID 0000-0002-5278-9053
Yunping LeiDepartment of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX 77030.ORCID 0000-0003-1504-0884
Haitham El-BashirRehabilitation Medicine, Hamad Medical Corporation, Doha, Qatar.ORCID 0000-0002-4014-8750
James M MusserDepartment of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston, TX 77030.ORCID 0000-0002-7765-4956
Abdulla Al-KaabiSidra Medical and Research Center, Weill Cornell Medicine-Qatar, Doha, Qatar.
Gary M ShawDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305.
Ekta KhuranaDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065.
Karsten SuhreDepartment of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Doha, Qatar.ORCID 0000-0001-9638-3912
Christopher E MasonCenter for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021.ORCID 0000-0002-1850-1642
Olivier ElementoCenter for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021.
Richard H FinnellDepartment of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX 77030.ORCID 0000-0002-5962-8754
M Elizabeth RossCenter for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021; mer2005@med.cornell.edu.ORCID 0000-0001-6440-8089
Cornell University · USWeill Cornell Medical College in Qatar · QABaylor College of Medicine · USHamad Medical Corporation · QAHouston Methodist · USLund University · SESidra Medical and Research Center · QAStanford University · US

Funding

Risk Genes and Environment Interactions in NTDsP01HD067244 · NICHD · WEILL MEDICAL COLL OF CORNELL UNIV · PI ROSS, MARGARET ELIZABETH · 2011 to 2020
$12.6M
Epigenome Interactions in Complex Neurogenetic DisordersR01NS076465 · NINDS · WEILL MEDICAL COLL OF CORNELL UNIV · PI MASON, CHRISTOPHER EDWARD, ROSS, MARGARET ELIZABETH · 2011 to 2015
$5.8M
Training Program in Developmental BiologyT32HD060600 · NICHD · WEILL MEDICAL COLL OF CORNELL UNIV · PI BAO, ZHIRONG, STUHLMANN, HEIDI · 2010 to 2024
$3.5M
Folic Acid, Parental Mutation Rates and the Risk for Neural Tube DefectsR01HD081216 · NICHD · UNIVERSITY OF TEXAS AT AUSTIN · PI FINNELL, RICHARD H., LEI, YUNPING · 2015 to 2019
$2.5M
NCBDD CDC HHS U01 DD001226NICHD NIH HHS P01 HD067244NICHD NIH HHS R01 HD081216NICHD NIH HHS T32 HD060600NINDS NIH HHS R01 NS076465
6 · The paper itself

Abstract

Spina bifida (SB) is a debilitating birth defect caused by multiple gene and environment interactions. Though SB shows non-Mendelian inheritance, genetic factors contribute to an estimated 70% of cases. Nevertheless, identifying human mutations conferring SB risk is challenging due to its relative rarity, genetic heterogeneity, incomplete penetrance, and environmental influences that hamper genome-wide association studies approaches to untargeted discovery. Thus, SB genetic studies may suffer from population substructure and/or selection bias introduced by typical candidate gene searches. We report a population based, ancestry-matched whole-genome sequence analysis of SB genetic predisposition using a systems biology strategy to interrogate 298 case-control subject genomes (149 pairs). Genes that were enriched in likely gene disrupting (LGD), rare protein-coding variants were subjected to machine learning analysis to identify genes in which LGD variants occur with a different frequency in cases versus controls and so discriminate between these groups. Those genes with high discriminatory potential for SB significantly enriched pathways pertaining to carbon metabolism, inflammation, innate immunity, cytoskeletal regulation, and essential transcriptional regulation consistent with their having impact on the pathogenesis of human SB. Additionally, an interrogation of conserved noncoding sequences identified robust variant enrichment in regulatory regions of several transcription factors critical to embryonic development. This genome-wide perspective offers an effective approach to the interrogation of coding and noncoding sequence variant contributions to rare complex genetic disorders.

Indexed as

Genome, HumanCase-Control StudiesGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansSpinal DysraphismSystems BiologyTranscription FactorsTranscription Factorsmyelomeningoceleneural tube defectspathway analysisrare variant enrichmentwhole-genome sequence

Identifiers

PMID34916285
PMCPMC8713748
OpenAlexW4226163830

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.