Wout Bittremieux

Also affiliated with Province of Antwerp

Biochemistry, Genetics and Molecular BiologyChemistryComputer 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 1%percentile

8.4Author DataRank

Indexed papers

5in 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 5 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 →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The underappreciated diversity of bile acid modifications

Cell(2024)10.1016/j.cell.2024.02.019

Top 7%

3.2DataRank

Top 7%192 citations

Helena Mannochio-Russo, Joshua V. Schweer, Yasin El Abiead, Wout Bittremieux, Shipei Xing +23 more

Papers

Driven by 34 papers — median percentile 85. Top paper: “The underappreciated diversity of bile acid modifications”.

The underappreciated diversity of bile acid modifications

Cell(2024)10.1016/j.cell.2024.02.019

Top 7%

3.2DataRank

Top 7%192 citations

Helena Mannochio-Russo, Joshua V. Schweer, Yasin El Abiead, Wout Bittremieux, Shipei Xing +23 more

Standardized multi-omics of Earth’s microbiomes reveals microbial and metabolite diversity

Nature Microbiology(2022)10.1038/s41564-022-01266-x

Top 7%

3.0DataRank

Top 7%191 citations

Louis‐Félix Nothias, Luke Thompson, Jon G. Sanders, Rodolfo A. Salido, Sneha Couvillion +89 more

Enhancing untargeted metabolomics using metadata-based source annotation

Nature Biotechnology(2022)10.1038/s41587-022-01368-1

N/A

2.0DataRank · unranked

79 citations

Kiana West, Wout Bittremieux, Candace L. Williams, Kelly C. Weldon, Morgan Panitchpakdi +68 more

Open access repository-scale propagated nearest neighbor suspect spectral library for untargeted metabolomics

Nature Communications(2023)10.1038/s41467-023-44035-y

Top 15%

1.4DataRank

Top 15%82 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

Auto-deconvolution and molecular networking of gas chromatography–mass spectrometry data

Nature Biotechnology(2020)10.1038/s41587-020-0700-3

N/A

0.769DataRank · unranked

167 citations

Ivan Laponogov, Zheng Zhang, Sophie Doran, Ilaria Belluomo, Dennis A. Veselkov +65 more

Open Access Repository-Scale Propagated Nearest Neighbor Suspect Spectral Library for Untargeted Metabolomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.15.490691

Top 33%

0.597DataRank

Top 33%28 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

Reference data based insights expand understanding of human metabolomes

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.08.194159

N/A

0.360DataRank · unranked

10 citations

Wout Bittremieux, Candace L. Williams, Kelly C. Weldon, Morgan Panitchpakdi, Francesca Di Ottavio +59 more

The Proteomics Standards Initiative at Twenty Years: Current Activities and Future Work

ChemRxiv(2022)10.26434/chemrxiv-2022-ksqg1

N/A

0.291DataRank · unranked

5 citations

Juan Antonio Vizcaino, Andrew R. Jones, Pierre‐Alain Binz, Henry Lam, Joshua Klein +24 more

A resource to empirically establish drug exposure records directly from untargeted metabolomics data

Nature Communications(2025)10.1038/s41467-025-65993-5

Top 65%

0.208DataRank

Top 65%3 citations

Kine Eide Kvitne, Corinna Brungs, Siddharth Mohan, Vincent Charron‐Lamoureux, Wout Bittremieux +54 more

Native Metabolomics Identifies the Rivulariapeptolide Family of Protease Inhibitors

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.09.03.458897

N/A

0DataRank · unranked

8 citations

Allegra T. Aron, Pavla Fajtová, Paolo Stincone, Chenxi Liu, Ido Ben‐Shalom +12 more

Large-scale tandem mass spectrum clustering using fast nearest neighbor searching

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.02.05.429957

N/A

0DataRank · unranked

5 citations

Kris Laukens, William Stafford Noble, Pieter C. Dorrestein, Wout Bittremieux

Physicochemical and Pharmacokinetic Properties Determining Drug Detection in Skin

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.17.456720

N/A

0DataRank · unranked

1 citations

Rohit S. Advani, Alan K. Jarmusch, Shaden Aguirre, Aileen Lu, Pieter C. Dorrestein +2 more

ppx: Programmatic access to proteomics data repositories

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.05.29.446304

N/A

0DataRank · unranked

0 citations

Wout Bittremieux, William Stafford Noble, William E. Fondrie

Reference data-set driven metabolomics

Research Square(2021)10.21203/rs.3.rs-654519/v1

N/A

0DataRank · unranked

0 citations

Kiana West, Wout Bittremieux, Candace L. Williams, Kelly C. Weldon, Morgan Panitchpakdi +69 more

Sharing biological data: why, when, and how

FEBS Letters(2021)10.1002/1873-3468.14067

N/A

0DataRank · unranked

73 citations

Gregory P. Way, Wout Bittremieux, Jean‐Paul Armache, Melissa A Haendel, Michael M. Hoffman +1 more

The critical role that spectral libraries play in capturing the metabolomics community knowledge

Metabolomics(2022)10.1007/s11306-022-01947-y

N/A

0DataRank · unranked

136 citations

Mingxun Wang, Pieter C. Dorrestein, Wout Bittremieux

Comparison of Cosine, Modified Cosine, and Neutral Loss Based Spectrum Alignment For Discovery of Structurally Related Molecules

Journal of the American Society for Mass Spectrometry(2022)10.1021/jasms.2c00153

N/A

0DataRank · unranked

83 citations

Robin Schmid, Florian Huber, Justin J. J. van der Hooft, Mingxun Wang, Pieter C. Dorrestein +1 more

Universal Spectrum Identifier for mass spectra

Nature Methods(2021)10.1038/s41592-021-01184-6

N/A

0DataRank · unranked

104 citations

Yasset Perez-Riverol, Jeremy Carver, Shin Kawano, Luis Mendoza, Tim Van Den Bossche +13 more

Native metabolomics identifies the rivulariapeptolide family of protease inhibitors

Nature Communications(2022)10.1038/s41467-022-32016-6

N/A

0DataRank · unranked

47 citations

Allegra T. Aron, Pavla Fajtová, Paolo Stincone, Berenike Wagner, Alicia Isabel Pérez‐Lorente +23 more

Comparison of Cosine, Modified Cosine, and Neutral Loss Based Spectrum Alignment For Discovery of Structurally Related Molecules

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.06.01.494370

N/A

0DataRank · unranked

8 citations

Robin Schmid, Florian Huber, Justin J. J. van der Hooft, Mingxun Wang, Pieter C. Dorrestein +1 more

The critical role that spectral libraries play in capturing the metabolomics community knowledge

ChemRxiv(2022)10.26434/chemrxiv-2022-hjtt2

N/A

0DataRank · unranked

4 citations

Mingxun Wang, Pieter C. Dorrestein, Wout Bittremieux

Unified and standardized mass spectrometry data processing in Python using spectrum_utils

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.10.04.510894

N/A

0DataRank · unranked

1 citations

Lev I. Levitsky, Matteo Pilz, Timo Sachsenberg, Florian Huber, Mingxun Wang +2 more

Proteomics Standards Initiative’s ProForma 2.0: Unifying the Encoding of Proteoforms and Peptidoforms

Journal of Proteome Research(2022)10.1021/acs.jproteome.1c00771

N/A

0DataRank · unranked

0 citations

Eric W. Deutsch, Pierre‐Alain Binz, Ryan T. Fellers, Anthony J. Cesnik, Joshua Klein +13 more

Proteomics Standards Initiative at Twenty Years: Current Activities and Future Work

Journal of Proteome Research(2023)10.1021/acs.jproteome.2c00637

N/A

0DataRank · unranked

56 citations

Juan Antonio Vizcaino, Andrew R. Jones, Pierre‐Alain Binz, Henry Lam, Joshua Klein +24 more

Unified and Standardized Mass Spectrometry Data Processing in Python Using spectrum_utils

Journal of Proteome Research(2023)10.1021/acs.jproteome.2c00632

N/A

0DataRank · unranked

27 citations

Lev I. Levitsky, Matteo Pilz, Timo Sachsenberg, Florian Huber, Mingxun Wang +2 more

Universal Spectrum Identifier for mass spectra

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.07.415539

N/A

0DataRank · unranked

12 citations

Yasset Perez-Riverol, Jeremy Carver, Shin Kawano, Luis Mendoza, Tim Van Den Bossche +13 more

Molecular structure discovery for untargeted metabolomics using biotransformation rules and global molecular networking

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.04.578795

N/A

0DataRank · unranked

0 citations

Wout Bittremieux, Soha Hassoun, Margaret R. Martin

A universal language for finding mass spectrometry data patterns

Nature Methods(2025)10.1038/s41592-025-02660-z

N/A

0DataRank · unranked

49 citations

Alan K. Jarmusch, Allegra T. Aron, Daniel Petras, Vanessa V. Phelan, Haoqi Nina Zhao +69 more

mzPeak: Designing a Scalable, Interoperable, and Future-Ready Mass Spectrometry Data Format

Journal of Proteome Research(2025)10.1021/acs.jproteome.5c00435

N/A

0DataRank · unranked

3 citations

Theodore Alexandrov, Aivett Bilbao Pena, Wout Bittremieux, Federico Iván Brigante, Matthew Chambers +26 more

Large‐scale tandem mass spectrum clustering using fast nearest neighbor searching

Rapid Communications in Mass Spectrometry(2021)10.1002/rcm.9153

N/A

0DataRank · unranked

31 citations

Kris Laukens, William Stafford Noble, Pieter C. Dorrestein, Wout Bittremieux

Temporal regulation of metabolic processes in the marine diazotroph Crocosphaera watsonii WH 8501

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.07.11.664471

N/A

0DataRank · unranked

0 citations

Keisuke Inomura, Wout Bittremieux, Dawn M. Moran, Matthew R. McIlvin, Mak A. Saito +1 more

ppx: Programmatic Access to Proteomics Data Repositories

Journal of Proteome Research(2021)10.1021/acs.jproteome.1c00454

N/A

0DataRank · unranked

12 citations

Wout Bittremieux, William Stafford Noble, William E. Fondrie

Physicochemical properties determining drug detection in skin

Clinical and Translational Science(2021)10.1111/cts.13198

N/A

0DataRank · unranked

9 citations

Rohit S. Advani, Alan K. Jarmusch, Shaden Aguirre, Aileen Lu, Pieter C. Dorrestein +2 more

Multi-omics profiling of Earth’s biomes reveals patterns of diversity and co-occurrence in microbial and metabolite composition across environments

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.04.446988

N/A

0DataRank · unranked

8 citations

Louis‐Félix Nothias, Luke Thompson, Jon G. Sanders, Rodolfo A. Salido, Sneha Couvillion +45 more

Wout Bittremieux

Indexed papers

Top data-sharing exemplar

Papers