🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Iain S. Forrest

Icahn School of Medicine at Mount Sinai

ORCID: 0000-0002-5642-422X
Biochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile
1.3Author DataRank

Indexed papers

4in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 4 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Genome-first evaluation with exome sequence and clinical data uncovers underdiagnosed genetic disorders in a large healthcare system

Cell Reports Medicine(2024)10.1016/j.xcrm.2024.101518
Top 38%
0.505DataRank
Top 38%11 citations

Áine Duffy, Joshua K. Park, Ha My T. Vy, Louis R. Pasquale, Girish N. Nadkarni +3 more

Papers

Driven by 25 papers — median percentile 49. Top paper: “Genome-first evaluation with exome sequence and clinical data uncovers underdiagnosed genetic disorders in a large healthcare system”.

Genome-first evaluation with exome sequence and clinical data uncovers underdiagnosed genetic disorders in a large healthcare system

Cell Reports Medicine(2024)10.1016/j.xcrm.2024.101518
Top 38%
0.505DataRank
Top 38%11 citations

Áine Duffy, Joshua K. Park, Ha My T. Vy, Louis R. Pasquale, Girish N. Nadkarni +3 more

Using large-scale population-based data to improve disease risk assessment of clinical variants

Nature Genetics(2025)10.1038/s41588-025-02212-3
Top 42%
0.442DataRank
Top 42%10 citations

Kuan-lin Huang, Julie M. Eggington, Wendy K. Chung, Daniel M. Jordan, Ron Do +1 more

Exome sequence analysis identifies rare coding variants associated with a machine learning-based marker for coronary artery disease

Nature Genetics(2024)10.1038/s41588-024-01791-x
N/A
0.434DataRank · unranked
17 citations

Iain S. Forrest, Ghislain Rocheleau, Ha My T. Vy, Carla Márquez‐Luna, Áine Duffy +9 more

Machine learning–based penetrance of genetic variants

Science(2025)10.1126/science.adm7066
N/A
0.292DataRank · unranked
6 citations

Ha My T. Vy, Ghislain Rocheleau, Daniel M. Jordan, Ben Omega Petrazzini, Girish N. Nadkarni +6 more

A tissue-level phenome-wide network map of colocalized genes and phenotypes in the UK Biobank

Communications Biology(2022)10.1038/s42003-022-03820-z
Top 60%
0.246DataRank
Top 60%3 citations

Iain S. Forrest, Áine Duffy, Shantanu Bafna, Amanda Dobbyn, Marie Verbanck +4 more

A tissue-level phenome-wide network map of colocalized genes and phenotypes in the UK Biobank

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.30.441974
Top 72%
0.111DataRank
Top 72%1 citations

Iain S. Forrest, Áine Duffy, Shantanu Bafna, Amanda Dobbyn, Marie Verbanck +4 more

Coronary Risk Estimation Based on Clinical Data in Electronic Health Records

Journal of the American College of Cardiology(2022)10.1016/j.jacc.2022.01.021
N/A
0DataRank · unranked
42 citations

Kumardeep Chaudhary, Carla Márquez‐Luna, Iain S. Forrest, Ghislain Rocheleau, Judy H. Cho +4 more

Genome-first recall of healthy individuals by polygenic risk score reveals differences in coronary artery calcium

American Heart Journal(2022)10.1016/j.ahj.2022.04.006
N/A
0DataRank · unranked
3 citations

Lili Chan, Kumardeep Chaudhary, Aparna Saha, Huei Hsun Wen, Cristina Liriano Cepin +7 more

Penetrance of Deleterious Clinical Variants—Reply

JAMA(2022)10.1001/jama.2022.4634
N/A
0DataRank · unranked
1 citations

Girish N. Nadkarni, Ron Do, Iain S. Forrest

Phenome-wide Mendelian randomization study of plasma triglycerides and 2,600 disease traits

medRxiv(2022)10.1101/2022.07.21.22277900
N/A
0DataRank · unranked
1 citations

Shantanu Bafna, Iain S. Forrest, Áine Duffy, Carla Márquez‐Luna, Ben Omega Petrazzini +8 more

CD36 homologs determine microbial resistance to the Lyme disease spirochete

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.09.479763
N/A
0DataRank · unranked
0 citations

Nisha Singh, Iain S. Forrest, Agustín Rolandelli, Xiaowei Wang, Dana K. Shaw +17 more

A machine learning model identifies patients in need of autoimmune disease testing using electronic health records

Nature Communications(2023)10.1038/s41467-023-37996-7
N/A
0DataRank · unranked
34 citations

Ben Omega Petrazzini, Áine Duffy, Joshua K. Park, Anya J. O’Neal, Daniel M. Jordan +6 more

Cholesterol Contributes to Risk, Severity, and Machine Learning-Driven Diagnosis of Lyme Disease

Clinical Infectious Diseases(2023)10.1093/cid/ciad307
N/A
0DataRank · unranked
11 citations

Anya J. O’Neal, Joao H. F. Pedra, Ron Do, Iain S. Forrest

Phenome-wide Mendelian randomization study of plasma triglyceride levels and 2600 disease traits

eLife(2023)10.7554/elife.80560
N/A
0DataRank · unranked
7 citations

Shantanu Bafna, Iain S. Forrest, Áine Duffy, Carla Márquez‐Luna, Ben Omega Petrazzini +8 more

Deep learning on electronic medical records identifies distinct subphenotypes of diabetic kidney disease driven by genetic variations in the Rho pathway

medRxiv(2023)10.1101/2023.09.06.23295120
N/A
0DataRank · unranked
0 citations

Xuan Wang, Nanditha Anandakrishnan, Jonathan C. Haydak, Tielman Van Vleck, Stefanie DeFronzo +22 more

Development of a human genetics-guided priority score for 19,365 genes and 399 drug indications

Nature Genetics(2024)10.1038/s41588-023-01609-2
N/A
0DataRank · unranked
32 citations

Ben Omega Petrazzini, David Stein, Joshua K. Park, Iain S. Forrest, Kyle Gibson +12 more

Ensemble and consensus approaches to prediction of recessive inheritance for missense variants in human disease

Cell Reports Methods(2024)10.1016/j.crmeth.2024.100914
N/A
0DataRank · unranked
6 citations

Daniel J. Balick, Iain S. Forrest, Judy H. Cho, Ghislain Rocheleau, Daniel M. Jordan +2 more

Evaluation of a machine learning-based metabolic marker for coronary artery disease in the UK Biobank

Atherosclerosis(2024)10.1016/j.atherosclerosis.2024.119103
N/A
0DataRank · unranked
6 citations

Iain S. Forrest, Ben Omega Petrazzini, Áine Duffy, Joshua K. Park, Waqas Malick +5 more

Muesli Intake May Protect Against Coronary Artery Disease

JACC Advances(2024)10.1016/j.jacadv.2024.100888
N/A
0DataRank · unranked
2 citations

Ben Omega Petrazzini, Shantanu Bafna, Áine Duffy, Iain S. Forrest, Ha My T. Vy +8 more

Genetic analyses of eight complex diseases using predicted continuous representations of disease

Cell Reports Methods(2025)10.1016/j.crmeth.2025.101115
N/A
0DataRank · unranked
2 citations

Ghislain Rocheleau, Ben Omega Petrazzini, Iain S. Forrest, Joshua K. Park, Áine Duffy +4 more

Tissue-specific genetic features inform prediction of drug side effects in clinical trials

Science Advances(2020)10.1126/sciadv.abb6242
N/A
0DataRank · unranked
64 citations

Marie Verbanck, Amanda Dobbyn, Hong‐Hee Won, Joshua L. Rein, Iain S. Forrest +4 more

Genetic pleiotropy of ERCC6 loss‐of‐function and deleterious missense variants links retinal dystrophy, arrhythmia, and immunodeficiency in diverse ancestries

Human Mutation(2021)10.1002/humu.24220
N/A
0DataRank · unranked
4 citations

Kumardeep Chaudhary, Ha My T. Vy, Shantanu Bafna, Soyeon Kim, Hong‐Hee Won +7 more

Prediction of recessive inheritance for missense variants in human disease

medRxiv(2021)10.1101/2021.10.25.21265472
N/A
0DataRank · unranked
3 citations

Daniel J. Balick, Iain S. Forrest, Judy H. Cho, Ghislain Rocheleau, Daniel M. Jordan +2 more

Machine learning-based marker for coronary artery disease: derivation and validation in two longitudinal cohorts

The Lancet(2022)10.1016/s0140-6736(22)02079-7
N/A
0DataRank · unranked
166 citations

Ben Omega Petrazzini, Áine Duffy, Joshua K. Park, Carla Márquez‐Luna, Daniel M. Jordan +7 more

Population-Based Penetrance of Deleterious Clinical Variants

JAMA(2022)10.1001/jama.2021.23686
N/A
0DataRank · unranked
106 citations

Kumardeep Chaudhary, Ha My T. Vy, Ben Omega Petrazzini, Shantanu Bafna, Daniel M. Jordan +6 more