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

Miguel Covarrubias

Broad Institute

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 1%percentile
15.7Author DataRank

Indexed papers

3in 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 3 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.

Genomic data in the All of Us Research Program

Nature(2024)10.1038/s41586-023-06957-x
Top 2%
8.6DataRank
Top 2%772 citations

Alexander G. Bick, Ginger Metcalf, Kelsey Mayo, Lee Lichtenstein, Shimon Rura +91 more

Papers

Driven by 11 papers — median percentile 97. Top paper: “Genomic data in the All of Us Research Program”.

Genomic data in the All of Us Research Program

Nature(2024)10.1038/s41586-023-06957-x
Top 2%
8.6DataRank
Top 2%772 citations

Alexander G. Bick, Ginger Metcalf, Kelsey Mayo, Lee Lichtenstein, Shimon Rura +91 more

A structural variation reference for medical and population genetics

Nature(2020)10.1038/s41586-020-2287-8
Top 3%
6.7DataRank
Top 3%1180 citations

Harrison Brand, Konrad J. Karczewski, Xuefang Zhao, Jessica Alföldi, Laurent C. Francioli +201 more

Landscape of multi-nucleotide variants in 125,748 human exomes and 15,708 genomes

Nature Communications(2020)10.1038/s41467-019-12438-5
N/A
5.6DataRank · unranked
143 citations

James Zou, Beryl B. Cummings, Jessica Alföldi, Laurent C. Francioli, Laura D. Gauthier +174 more

Characterising the loss-of-function impact of 5’ untranslated region variants in 15,708 individuals

Nature Communications(2020)10.1038/s41467-019-10717-9
N/A
5.2DataRank · unranked
191 citations

Konrad J. Karczewski, Xiaolei Zhang, Sonia Chothani, Miriam J. Smith, D. Gareth Evans +181 more

The effect of LRRK2 loss-of-function variants in humans

Nature Medicine(2020)10.1038/s41591-020-0893-5
N/A
4.9DataRank · unranked
114 citations

Irina M. Armean, Aaron Kleinman, Jamie L. Marshall, Eric V. Minikel, Julia K. Goodrich +214 more

The mutational constraint spectrum quantified from variation in 141,456 humans

Nature(2020)10.1038/s41586-020-2308-7
N/A
1.4DataRank · unranked
9958 citations

Laurent C. Francioli, Grace Tiao, Beryl B. Cummings, Jessica Alföldi, Qingbo S. Wang +187 more

Transcript expression-aware annotation improves rare variant interpretation

Nature(2020)10.1038/s41586-020-2329-2
N/A
0.796DataRank · unranked
201 citations

Konrad J. Karczewski, Ditte Demontis, Eleanor G. Seaby, Nicholas A. Watts, Moriel Singer-Berk +177 more

Evaluating drug targets through human loss-of-function genetic variation

Nature(2020)10.1038/s41586-020-2267-z
N/A
0.779DataRank · unranked
179 citations

Konrad J. Karczewski, Hilary C. Martin, Beryl B. Cummings, Nicola Whiffin, Daniel R. Rhodes +150 more

Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database

Nature Communications(2025)10.1038/s41467-025-61698-x
Top 44%
0.417DataRank
Top 44%14 citations

Moriel Singer‐Berk, Sarah L. Stenton, Julia K. Goodrich, Michael W. Wilson, Jonah Einson +95 more

A genomic mutational constraint map using variation in 76,156 human genomes

Nature(2023)10.1038/s41586-023-06045-0
N/A
0DataRank · unranked
1363 citations

Laurent C. Francioli, Julia K. Goodrich, Ryan L. Collins, Masahiro Kanai, Qingbo S. Wang +95 more

Accelerating scRNA-seq Analysis: Automated cell type annotation using representation learning and vector search

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.06.680787
N/A
0DataRank · unranked
1 citations

Fedor Grab, Govinda M. Kamath, Yerdos Ordabayev, Jeff Mellen, Patrick Roelli +12 more