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

Madhushika Silva

University Health Network

ORCID: 0009-0001-7060-0445

Also affiliated with University of Toronto, Princess Margaret Cancer Centre, Health Net, Structural Genomics Consortium, Joint Center for Structural Genomics

MedicineImmunology and MicrobiologyBiochemistry, Genetics and Molecular BiologyComputer Science

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 100%percentile
0Author 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.

A resource to enable chemical biology and drug discovery of WDR Proteins

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.03.583197
Top 100%
0DataRank
Top 100%0 citations

Fengling Li, Magda Szewczyk, Almagul Seitova, P. Loppnau, Hong Zeng +65 more

Papers

Driven by 12 papers — median percentile 0. Top paper: “Potent and selective SETDB1 covalent negative allosteric modulator reduces methyltransferase activity in cells”.

Potent and selective SETDB1 covalent negative allosteric modulator reduces methyltransferase activity in cells

Nature Communications(2025)10.1038/s41467-025-57005-3
N/A
0.330DataRank · unranked
8 citations

Devan J. Shell, Madhushika Silva, Yu Deng, Fengling Li, Magdalena M. Szewczyk +21 more

CACHE Challenge #2: Targeting the RNA Site of the SARS-CoV-2 Helicase Nsp13

Journal of Chemical Information and Modeling(2025)10.1021/acs.jcim.5c00535
N/A
0.292DataRank · unranked
6 citations

Madhushika Silva, Ayaz Ahmad, Oscar E. A. Arce, Roly J. Armstrong, Cheryl Arrowsmith +105 more

CACHE Challenge #2: Targeting the RNA Site of the SARS-CoV-2 Helicase Nsp13

ChemRxiv(2025)10.26434/chemrxiv-2025-8f0rq-v3
N/A
0.165DataRank · unranked
2 citations

Madhushika Silva, Abd Al‐Aziz A. Abu‐Saleh, Ayaz Ahmad, Jesus Antonio Alvarado-Huayhuaz, Oscar E. A. Arce +104 more

CACHE Challenge #2: Targeting the RNA Site of the SARS-CoV-2 Helicase Nsp13

ChemRxiv(2025)10.26434/chemrxiv-2025-8f0rq
N/A
0.150DataRank · unranked
1 citations

Madhushika Silva, Abd Al‐Aziz A. Abu‐Saleh, Ayaz Ahmad, Jesus Antonio Alvarado-Huayhuaz, Oscar E. A. Arce +104 more

Potent and Selective SETDB1 Covalent Negative Allosteric Modulator Reduces Methyltransferase Activity in Cells

Research Square(2024)10.21203/rs.3.rs-5039962/v1
N/A
0DataRank · unranked
0 citations

Mélanie Uguen, Devan J. Shell, Madhushika Silva, Yu Deng, Fengling Li +21 more

Enantioselective protein affinity selection mass spectrometry (E-ASMS)

Nature Communications(2025)10.1038/s41467-025-67403-2
N/A
0DataRank · unranked
1 citations

Jianxian Sun, Shabbir Ahmad, Diwen Yang, Fengling Li, U Hang Chan +34 more

Enantioselective Protein Affinity Selection Mass Spectrometry (E-ASMS)

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.17.633682
N/A
0DataRank · unranked
7 citations

Jianxian Sun, Shabbir Ahmad, Diwen Yang, Fengling Li, U Hang Chan +33 more

Structure-based discovery of inhibitors of Mac1 domain of nonstructural protein-3 of SARS-CoV-2 by machine learning-augmented screening of chemical space

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.09.05.674529
N/A
0DataRank · unranked
2 citations

Rahul Ravichandran, G.J. Correy, Oleksandra Herasymenko, Madhushika Silva, Suzanne Ackloo +11 more

CACHE Challenge #3: Targeting the Nsp3 Macrodomain of SARS-CoV-2

ChemRxiv(2025)10.26434/chemrxiv-2025-d1v7v
N/A
0DataRank · unranked
0 citations

Madhushika Silva, G.J. Correy, Abd Al‐Aziz A. Abu‐Saleh, Suzanne Ackloo, C. Arrowsmith +74 more

A Target Class Ligandability Evaluation of WD40 Repeat-Containing Proteins

Journal of Medicinal Chemistry(2024)10.1021/acs.jmedchem.4c02010
N/A
0DataRank · unranked
22 citations

Fengling Li, Magda Szewczyk, Almagul Seitova, P. Loppnau, Hong Zeng +67 more

Potent and Selective SETDB1 Covalent Negative Allosteric Modulator Reduces Methyltransferase Activity in Cells

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.27.615363
N/A
0DataRank · unranked
2 citations

Devan J. Shell, Madhushika Silva, Yu Deng, Fengling Li, Magdalena M. Szewczyk +21 more

A resource to enable chemical biology and drug discovery of WDR Proteins

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.03.583197
Top 100%
0DataRank
Top 100%0 citations

Fengling Li, Magda Szewczyk, Almagul Seitova, P. Loppnau, Hong Zeng +65 more