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

Marcos Díaz‐Gay

Spanish National Cancer Research Centre

ORCID: 0000-0003-0658-0467
Biochemistry, Genetics and Molecular BiologyMedicine

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
1.2Author DataRank

Indexed papers

2in 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 2 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.

Topography of mutational signatures in human cancer

Cell Reports(2023)10.1016/j.celrep.2023.112930
Top 22%
0.929DataRank
Top 22%46 citations

Marcos Díaz‐Gay, Ian Vermes, Erik N. Bergstrom, Maria Zhivagui, Mark Barnes +2 more

Papers

Driven by 11 papers — median percentile 58. Top paper: “Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor”.

Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor

Cell Genomics(2022)10.1016/j.xgen.2022.100179
N/A
4.8DataRank · unranked
366 citations

Marcos Díaz‐Gay, Yang Wu, Mark Barnes, Raviteja Vangara, Erik N. Bergstrom +30 more

Topography of mutational signatures in human cancer

Cell Reports(2023)10.1016/j.celrep.2023.112930
Top 22%
0.929DataRank
Top 22%46 citations

Marcos Díaz‐Gay, Ian Vermes, Erik N. Bergstrom, Maria Zhivagui, Mark Barnes +2 more

The mutagenic forces shaping the genomes of lung cancer in never smokers

Nature(2025)10.1038/s41586-025-09219-0
N/A
0.581DataRank · unranked
47 citations

Tongwu Zhang, Phuc H. Hoang, Charles Leduc, Marina K. Baine, William D. Travis +64 more

APOBEC affects tumor evolution and age at onset of lung cancer in smokers

Nature Communications(2025)10.1038/s41467-025-59923-8
N/A
0.345DataRank · unranked
9 citations

Jian Sang, Phuc H. Hoang, Zhao Wei, Jennifer Rosenbaum, Kofi Ennu Johnson +26 more

Microbiome analysis of 940 lung cancers in never-smokers reveals lack of clinically relevant associations

Nature Communications(2025)10.1038/s41467-025-66780-y
Top 61%
0.241DataRank
Top 61%4 citations

Tongwu Zhang, Zhao Wei, Phuc H. Hoang, Samuel Anyaso‐Samuel, Jian Sang +57 more

Deep learning predicts HRD and platinum response from histology slides in breast and ovarian cancer

medRxiv(2023)10.1101/2023.02.23.23285869
N/A
0DataRank · unranked
8 citations

Ammal Abbasi, Marcos Díaz‐Gay, Loïck Galland, Scott M. Lippman, Sylvain Ladoire +2 more

Tobacco smoke carcinogens exacerbate APOBEC mutagenesis and carcinogenesis

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.18.633716
N/A
0DataRank · unranked
3 citations

Erik N. Bergstrom, Marcos Díaz‐Gay, Yufan Zhou, Nuri A. Temiz, Mahmoud Ashry Ibrahim +10 more

Geographic and age-related variations in mutational processes in colorectal cancer

medRxiv(2025)10.1101/2025.02.13.25322219
N/A
0DataRank · unranked
3 citations

Wellington dos Santos, Sarah Moody, Mariya Kazachkova, Ammal Abbasi, Christopher D. Steele +58 more

Validation of the APOBEC3A-Mediated RNA Single Base Substitution Signature and Proposal of Novel APOBEC1, APOBEC3B, and APOBEC3G RNA Signatures

Journal of Molecular Biology(2024)10.1016/j.jmb.2024.168854
N/A
0DataRank · unranked
7 citations

Marcos Díaz‐Gay, Connor Qiu, Tamara Margaryan, Brian Lee, Xiaojiang S. Chen +1 more

Tobacco smoke carcinogens exacerbate APOBEC mutagenesis and carcinogenesis

Research Square(2025)10.21203/rs.3.rs-5843684/v1
N/A
0DataRank · unranked
1 citations

Erik N. Bergstrom, Marcos Díaz‐Gay, Yufan Zhou, Nuri A. Temiz, Shuvro P. Nandi +10 more

Ancestry and somatic profile predict acral melanoma origin and prognosis

medRxiv(2024)10.1101/2024.09.21.24313911
N/A
0DataRank · unranked
2 citations

Martha Estefania Vázquez‐Cruz, Christian Molina‐Aguilar, Amanda Jiang, Dekker C. Deacon, Dennis Cerrato-Izaguirre +38 more