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

Martin Jinye Zhang

Broad Institute

ORCID: 0000-0003-0006-2466

Also affiliated with Harvard University, Carnegie Mellon University

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 5%percentile
0.528Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

Genomic and phenomic landscape of clonal hematopoiesis in over a million ancestrally diverse participants

medRxiv(2022)10.1101/2022.07.29.22278015
Top 37%
0.528DataRank
Top 37%13 citations

Zhi Yu, Joshua S. Weinstock, Abhishek Niroula, Satoshi Koyama, Tetsushi Nakao +83 more

Papers

Driven by 22 papers — median percentile 63. Top paper: “Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data”.

Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data

Nature Genetics(2022)10.1038/s41588-022-01167-z
N/A
0.849DataRank · unranked
286 citations

Kangcheng Hou, Kushal K. Dey, Saori Sakaue, Karthik A. Jagadeesh, Kathryn Weinand +10 more

Temporally distinct 3D multi-omic dynamics in the developing human brain

Nature(2024)10.1038/s41586-024-08030-7
N/A
0.621DataRank · unranked
62 citations

Jingtian Zhou, Yi Zhang, Dong-Sung Lee, Kangcheng Hou, Oier Pastor-Alonso +25 more

Deep longitudinal multiomics profiling reveals two biological seasonal patterns in California

Nature Communications(2020)10.1038/s41467-020-18758-1
N/A
0.619DataRank · unranked
61 citations

Ahmed A. Metwally, Wenyu Zhou, Sophia Miryam Schüssler-Fiorenza Rose, Sara Ahadi, Kévin Contrepois +6 more

Genomic and phenomic landscape of clonal hematopoiesis in over a million ancestrally diverse participants

medRxiv(2022)10.1101/2022.07.29.22278015
Top 37%
0.528DataRank
Top 37%13 citations

Zhi Yu, Joshua S. Weinstock, Abhishek Niroula, Satoshi Koyama, Tetsushi Nakao +83 more

Dynamic regulatory elements in single-cell multimodal data implicate key immune cell states enriched for autoimmune disease heritability

Nature Genetics(2023)10.1038/s41588-023-01577-7
N/A
0.520DataRank · unranked
31 citations

Kathryn Weinand, Aparna Nathan, Saori Sakaue, Martin Jinye Zhang, Accelerating Medicines Partnership RA/SLE Program and Network +6 more

Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data

Research Square(2021)10.21203/rs.3.rs-933790/v1
N/A
0.505DataRank · unranked
28 citations

Kangcheng Hou, Bogdan Paşaniuc, Alkes L. Price, Kushal K. Dey, Karthik A. Jagadeesh +10 more

A multi-dimensional integrative scoring framework for predicting functional variants in the human genome

The American Journal of Human Genetics(2022)10.1016/j.ajhg.2022.01.017
N/A
0.505DataRank · unranked
28 citations

Godwin Yung, Hufeng Zhou, Ryan Sun, Zilin Li, Kangcheng Hou +7 more

Age-dependent topic modeling of comorbidities in UK Biobank identifies disease subtypes with differential genetic risk

Nature Genetics(2023)10.1038/s41588-023-01522-8
N/A
0.457DataRank · unranked
20 citations

Martin Jinye Zhang, Yidong Zhang, Arun Durvasula, Michael Inouye, Chris Holmes +3 more

Pervasive correlations between causal disease effects of proximal SNPs vary with functional annotations and implicate stabilizing selection

medRxiv(2023)10.1101/2023.12.04.23299391
N/A
0.294DataRank · unranked
4 citations

Arun Durvasula, Colby Chiang, Evan M. Koch, Benjamin J. Strober, Huwenbo Shi +8 more

Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.09.24.461597
N/A
0.241DataRank · unranked
4 citations

Kangcheng Hou, Kushal K. Dey, Saori Sakaue, Karthik A. Jagadeesh, Kathryn Weinand +10 more

Pervasive correlations between causal disease effects of proximal SNPs vary with functional annotations and implicate stabilizing selection

Research Square(2023)10.21203/rs.3.rs-3707248/v1
N/A
0.165DataRank · unranked
2 citations

Alkes L. Price, Arun Durvasula, Colby Chiang, Evan M. Koch, Armin Schoech +9 more

Genetic and Cellular Architecture of Breast Cancer Risk Across Ancestries

medRxiv(2025)10.1101/2025.08.20.25334075
N/A
0.104DataRank · unranked
1 citations

Maria Zanti, Jacob Williams, Om Jahagirdar, Guochong Jia, Alistair Turcan +40 more

Nisin Probiotic Prevents Periodontal Disease and Inflammation while Promoting Periodontal Regeneration and a Shift Toward a Healthy Microbiome/Virome

Research Square(2021)10.21203/rs.3.rs-599805/v1
N/A
0.104DataRank · unranked
1 citations

Li Gao, Ryutaro Kuraji, Martin Jinye Zhang, April Martínez, Pachiyappan Kamarajan +6 more

Age-dependent topic modelling of comorbidities in UK Biobank identifies disease subtypes with differential genetic risk

medRxiv(2022)10.1101/2022.10.23.22281420
N/A
0.104DataRank · unranked
1 citations

Martin Jinye Zhang, Yidong Zhang, Arun Durvasula, Michael Inouye, Christopher Holmes +3 more

Age-dependent topic modelling of comorbidities in UK Biobank identifies disease subtypes with differential genetic risk

Research Square(2022)10.21203/rs.3.rs-2320352/v1
N/A
0DataRank · unranked
0 citations

Gil McVean, Alkes L. Price, Martin Jinye Zhang, Yidong Zhang, Michael Inouye +2 more

Fine-mapping causal tissues and genes at disease-associated loci

medRxiv(2023)10.1101/2023.11.01.23297909
N/A
0DataRank · unranked
4 citations

Martin Jinye Zhang, Tiffany Amariuta, Jordan Rossen, Alkes L. Price, Benjamin J. Strober

Nisin probiotic prevents inflammatory bone loss while promoting reparative proliferation and a healthy microbiome

npj Biofilms and Microbiomes(2022)10.1038/s41522-022-00307-x
N/A
0DataRank · unranked
54 citations

Ryutaro Kuraji, Martin Jinye Zhang, April Martínez, Allan Radaic, Pachiyappan Kamarajan +7 more

Mouse aging cell atlas analysis reveals global and cell type-specific aging signatures

eLife(2021)10.7554/elife.62293
N/A
0DataRank · unranked
127 citations

Angela Oliveira Pisco, Spyros Darmanis, James Zou, Martin Jinye Zhang

BanditPAM++: Faster $k$-medoids Clustering

arXiv (Cornell University)(2023)10.48550/arxiv.2310.18844
N/A
0DataRank · unranked
0 citations

Ryan Kang, Dong‐Hyun Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony +2 more

Polymicrobial periodontal disease triggers a wide radius of effect and unique virome

npj Biofilms and Microbiomes(2020)10.1038/s41522-020-0120-7
N/A
0DataRank · unranked
62 citations

Misun Kang, Martin Jinye Zhang, M. Reza Sailani, Ryutaro Kuraji, April Martínez +8 more

Fine-mapping causal tissues and genes at disease-associated loci

Nature Genetics(2025)10.1038/s41588-024-01994-2
N/A
0DataRank · unranked
16 citations

Martin Jinye Zhang, Tiffany Amariuta, Jordan Rossen, Alkes L. Price, Benjamin J. Strober

Determining sequencing depth in a single-cell RNA-seq experiment

Nature Communications(2020)10.1038/s41467-020-14482-y
N/A
0DataRank · unranked
121 citations

Vasilis Ntranos, David Tse, Martin Jinye Zhang