Evidence map›Paper›PMID 28081714›Full record

ArticleGenome medicine2017

ClinGen Pathogenicity Calculator: a configurable system for assessing pathogenicity of genetic variants.

Ronak Y Patel, Neethu Shah, Andrew R Jackson, Rajarshi Ghosh, Piotr Pawliczek, Sameer Paithankar, Aaron Baker, Kevin Riehle, Hailin Chen, Sofia Milosavljevic and 12 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 1 pooled it
10.1field-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

37 citing papers in PubMed, 1 synthesis or guideline pooled it, 67 citations in OpenAlex.

  1. Guideline
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  5. Integrated data-driven biotechnology research environments.Database : the journal of biological databases and curation · 2025
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  7. In-Depth Genomic Analysis: The New Challenge in Congenital Heart Disease.International journal of molecular sciences · 2024
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  13. Review
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  17. Review
  18. Article
  19. Review
  20. Toward automation of germline variant curation in clinical cancer genetics.Genetics in medicine : official journal of the American College of Medical Genetics · 2019
    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

22 authors at 6 institutions in 1 country.

Ronak Y PatelBaylor College of Medicine, Houston, TX, 77030, USA. ronak.patel@bcm.edu.
Neethu ShahBaylor College of Medicine, Houston, TX, 77030, USA.
Andrew R JacksonBaylor College of Medicine, Houston, TX, 77030, USA.
Rajarshi GhoshBaylor College of Medicine, Houston, TX, 77030, USA.
Piotr PawliczekBaylor College of Medicine, Houston, TX, 77030, USA.
Sameer PaithankarBaylor College of Medicine, Houston, TX, 77030, USA.
Aaron BakerBaylor College of Medicine, Houston, TX, 77030, USA.
Kevin RiehleBaylor College of Medicine, Houston, TX, 77030, USA.
Hailin ChenBaylor College of Medicine, Houston, TX, 77030, USA.
Sofia MilosavljevicBaylor College of Medicine, Houston, TX, 77030, USA.
Chris BizonThe Renaissance Computing Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27517, USA.
Shawn RynearsonUniversity of Utah Hospitals and Clinics, University of Utah, Salt Lake City, UT, 84112, USA.
Tristan NelsonGeisinger autism and developmental medicine, Lewisburg, PA, 17837, USA.
Gail P JarvikDivision of Medical Genetics, Department of Medicine, University of Washington, Seattle, WA, 98195, USA.
Heidi L RehmLaboratory for Molecular Medicine, Partners HealthCare Personalized Medicine, Cambridge, MA, 02139, USA.
Steven M HarrisonLaboratory for Molecular Medicine, Partners HealthCare Personalized Medicine, Cambridge, MA, 02139, USA.
Danielle AzzaritiLaboratory for Molecular Medicine, Partners HealthCare Personalized Medicine, Cambridge, MA, 02139, USA.
Bradford PowellDepartment of Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27514, USA.
Larry BabbGeneInsight, Sunquest Information System, Boston, MA, 02210, USA.
Sharon E PlonBaylor College of Medicine, Houston, TX, 77030, USA.
Aleksandar MilosavljevicBaylor College of Medicine, Houston, TX, 77030, USA. amilosav@bcm.edu.
ClinGen Resource
Baylor College of Medicine · USUniversity of North Carolina at Chapel Hill · USUniversity of Washington Medical Center · USBrigham and Women's Hospital · USMass General Brigham · USUniversity of Utah Hospital · US

Funding

Resource ProjectU41HG006834 · NHGRI · BRIGHAM AND WOMEN'S HOSPITAL · PI REHM, HEIDI L · 2013 to 2020
$26.9M
Variation, Function, and Disease Supplement ProgramU01HG008657 · NHGRI · UNIVERSITY OF WASHINGTON · PI David Russell Crosslin, Gail Pairitz Jarvik · 2015 to 2026
$13.4M
The Clinical Genome Resource - Expert Curation and EHR IntegrationU41HG009650 · NHGRI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BERG, JONATHAN S, GODDARD, KATRINA A. · 2017 to 2020
$13.3M
Integration of Whole Genome Sequencing into Clinical MedicineU01HG006500 · NHGRI · BRIGHAM AND WOMEN'S HOSPITAL · PI GREEN, ROBERT C. · 2012 to 2016
$11.5M
Clinical sequencing in cancer: Clinical ethical and technological studiesU01HG006507 · NHGRI · UNIVERSITY OF WASHINGTON · PI JARVIK, GAIL PAIRITZ · 2012 to 2016
$10.6M
Clinically Relevant Genome Variation DatabaseU01HG007436 · NHGRI · STANFORD UNIVERSITY · PI BUSTAMANTE, CARLOS DANIEL, PLON, SHARON E. · 2013 to 2016
$10.5M
A Knowledge Base for Clinically Relevant Genes and VariantsU01HG007437 · NHGRI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BERG, JONATHAN S, EVANS, JAMES PHILIP · 2013 to 2016
$9.0M
CSER RoRC Centralized Support Coordinating CenterU01HG007307 · NHGRI · UNIVERSITY OF WASHINGTON · PI BURKE, WYLIE G., JARVIK, GAIL PAIRITZ · 2013 to 2016
$3.6M
CCR NIH HHS HHSN261200800001CNCI NIH HHS HHSN261200800001ENHGRI NIH HHS U01 HG006500NHGRI NIH HHS U01 HG006507NHGRI NIH HHS U01 HG007307NHGRI NIH HHS U01 HG007436NHGRI NIH HHS U01 HG007437NHGRI NIH HHS U01 HG008657NHGRI NIH HHS U41 HG006834NHGRI NIH HHS U41 HG009650
6 · The paper itself

Abstract

backgroundThe success of the clinical use of sequencing based tests (from single gene to genomes) depends on the accuracy and consistency of variant interpretation. Aiming to improve the interpretation process through practice guidelines, the American College of Medical Genetics and Genomics (ACMG) and the Association for Molecular Pathology (AMP) have published standards and guidelines for the interpretation of sequence variants. However, manual application of the guidelines is tedious and prone to human error. Web-based tools and software systems may not only address this problem but also document reasoning and supporting evidence, thus enabling transparency of evidence-based reasoning and resolution of discordant interpretations.

resultsIn this report, we describe the design, implementation, and initial testing of the Clinical Genome Resource (ClinGen) Pathogenicity Calculator, a configurable system and web service for the assessment of pathogenicity of Mendelian germline sequence variants. The system allows users to enter the applicable ACMG/AMP-style evidence tags for a specific allele with links to supporting data for each tag and generate guideline-based pathogenicity assessment for the allele. Through automation and comprehensive documentation of evidence codes, the system facilitates more accurate application of the ACMG/AMP guidelines, improves standardization in variant classification, and facilitates collaborative resolution of discordances. The rules of reasoning are configurable with gene-specific or disease-specific guideline variations (e.g. cardiomyopathy-specific frequency thresholds and functional assays). The software is modular, equipped with robust application program interfaces (APIs), and available under a free open source license and as a cloud-hosted web service, thus facilitating both stand-alone use and integration with existing variant curation and interpretation systems. The Pathogenicity Calculator is accessible at http://calculator.clinicalgenome.org .

conclusionsBy enabling evidence-based reasoning about the pathogenicity of genetic variants and by documenting supporting evidence, the Calculator contributes toward the creation of a knowledge commons and more accurate interpretation of sequence variants in research and clinical care.

Indexed as

Genetic VariationGenome, HumanSoftwareAllelesComputational BiologyDiseaseGenetics, MedicalGuidelines as TopicHumansMutationACMG guidelinesBig DataClinGenClinical exome sequencingClinical Genome ResourceClinical genome sequencingClinVarData commonsData sharingExome sequencingGenome sequencingKnowledge commonsLinked Data

Identifiers

PMID28081714
PMCPMC5228115
OpenAlexW2578727015

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.