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

Marinella Gebbia

University of Toronto

ORCID: 0000-0002-2550-2141

Also affiliated with Lunenfeld-Tanenbaum Research Institute, Dana-Farber Cancer Institute

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 1%percentile
5.8Author 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.

A reference map of the human binary protein interactome

Nature(2020)10.1038/s41586-020-2188-x
Top 4%
5.4DataRank
Top 4%1333 citations

Dae‐Kyum Kim, L. Lambourne, Kerstin Spirohn, Bridget E. Begg, Wenting Bian +83 more

Papers

Driven by 15 papers — median percentile 74. Top paper: “A reference map of the human binary protein interactome”.

A reference map of the human binary protein interactome

Nature(2020)10.1038/s41586-020-2188-x
Top 4%
5.4DataRank
Top 4%1333 citations

Dae‐Kyum Kim, L. Lambourne, Kerstin Spirohn, Bridget E. Begg, Wenting Bian +83 more

PIPE: a protein-protein interaction prediction engine based on the re-occurring short polypeptide sequences between known interacting protein pairs

BMC Bioinformatics(2006)10.1186/1471-2105-7-365
N/A
0.809DataRank · unranked
219 citations

Frank Dehne, Albert Chan, Jim Cheetham, Alex Duong, Andrew Emili +7 more

Binary interactome models of inner- versus outer-complexome organisation

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.03.16.435663
Top 48%
0.370DataRank
Top 48%9 citations

Anupama Yadav, Yang Wang, Alice Desbuleux, Dae‐Kyum Kim, Tiziana M. Cafarelli +34 more

Landscapes of missense variant impact for human superoxide dismutase 1

The American Journal of Human Genetics(2025)10.1016/j.ajhg.2025.08.019
N/A
0.269DataRank · unranked
5 citations

M. Ding, Atina G. Coté, Radha Subramaniam, Vignesh Senguttuvan, Haotian Zhang +13 more

Systematically testing human HMBS missense variants to reveal mechanism and pathogenic variation

The American Journal of Human Genetics(2023)10.1016/j.ajhg.2023.08.012
N/A
0DataRank · unranked
33 citations

Shahin Sowlati‐Hashjin, Jochen Weile, Rayna Hamilton, Aditya Chawla, Dayag Sheykhkarimli +20 more

Systematically testing human HMBS missense variants to reveal mechanism and pathogenic variation

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.06.527353
N/A
0DataRank · unranked
4 citations

Shahin Sowlati‐Hashjin, Jochen Weile, Rayna Hamilton, Aditya Chawla, Marinella Gebbia +19 more

A missense variant effect map for the human tumor-suppressor protein CHK2

The American Journal of Human Genetics(2024)10.1016/j.ajhg.2024.10.013
N/A
0DataRank · unranked
15 citations

Daniel Zimmerman, Rosanna Jiang, Maria Nguyen, Jochen Weile, Roujia Li +14 more

Widespread variation in molecular interactions and regulatory properties among transcription factor isoforms

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.12.584681
N/A
0DataRank · unranked
11 citations

Kaia Mattioli, Clarissa Santoso, Gloria Sheynkman, Sachi Inukai, Babita Kaundal +29 more

A missense variant effect map for the human tumour suppressor protein CHK2

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.13.579700
N/A
0DataRank · unranked
1 citations

Daniel Zimmerman, Rosanna Jiang, Maria Nguyen, Jochen Weile, Roujia Li +12 more

Widespread variation in molecular interactions and regulatory properties among transcription factor isoforms

Molecular Cell(2025)10.1016/j.molcel.2025.03.004
N/A
0DataRank · unranked
35 citations

Kaia Mattioli, Clarissa Santoso, Gloria Sheynkman, Sachi Inukai, Babita Kaundal +33 more

Comprehensively Testing the Function of Missense Variation in the STK11 Tumour Suppressor

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.07.14.664734
N/A
0DataRank · unranked
0 citations

Atina G. Coté, Warren van Loggerenberg, Marinella Gebbia, Nishka Kishore, Jochen Weile +19 more

Systematic and proactive evaluation of AIRE missense variant effects

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.11.18.688830
N/A
0DataRank · unranked
0 citations

Amund Holte Berger, Warren van Loggerenberg, Nishka Kishore, Marinella Gebbia, M. Ding +8 more

A Library of Yeast Transcription Factor Motifs Reveals a Widespread Function for Rsc3 in Targeting Nucleosome Exclusion at Promoters

UNC Libraries(2020)10.17615/dr7d-s563
N/A
0DataRank · unranked
0 citations

Aseem Z. Ansari, Desiree Tillo, Sanié Mnaimneh, Ally Yang, Shaheynoor Talukder +18 more

Systematic analysis of bypass suppression of essential genes

Molecular Systems Biology(2020)10.15252/msb.20209828
N/A
0DataRank · unranked
72 citations

Carles Pons, Guihong Tan, Jason Zi Wang, Jing Hou, Jochen Weile +14 more

A systematic genotype-phenotype map for missense variants in the human intellectual disability-associated gene GDI1

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.06.463360
N/A
0DataRank · unranked
10 citations

Song Sun, Marta Verby, Jochen Weile, Yingzhou Wu, Marinella Gebbia +4 more