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

Gary Siuzdak

Scripps Research Institute

ORCID: 0000-0002-4749-0014

Also affiliated with Scripps Institution of Oceanography, IONICS Mass Spectrometry (Canada), Structural Integrity Associates (United States), Scripps (United States)

Biochemistry, Genetics and Molecular BiologyChemistryEngineering

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
4.6Author DataRank

Indexed papers

8in 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 8 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.

METLIN-CCS: an ion mobility spectrometry collision cross section database

Nature Methods(2023)10.1038/s41592-023-02078-5
Top 13%
1.6DataRank
Top 13%60 citations

Corey Hoang, Winnie Uritboonthai, Heino Heyman, Brian Pratt, Michael J. MacCoss +5 more

Papers

Driven by 28 papers — median percentile 59. Top paper: “Identification of bioactive metabolites using activity metabolomics”.

Identification of bioactive metabolites using activity metabolomics

Nature Reviews Molecular Cell Biology(2019)10.1038/s41580-019-0108-4
N/A
9.0DataRank · unranked
1013 citations

Julijana Ivanisevic, Martin Giera, Gary Siuzdak, Markus M. Rinschen

METLIN-CCS: an ion mobility spectrometry collision cross section database

Nature Methods(2023)10.1038/s41592-023-02078-5
Top 13%
1.6DataRank
Top 13%60 citations

Corey Hoang, Winnie Uritboonthai, Heino Heyman, Brian Pratt, Michael J. MacCoss +5 more

Tandem Mass Spectrometry across Platforms

Analytical Chemistry(2024)10.1021/acs.analchem.3c05576
Top 19%
1.0DataRank
Top 19%28 citations

Winnie Uritboonthai, Linh Hoang, Elizabeth Billings, Aries Aisporna, Farshad A. Nia +5 more

METLIN-CCS Lipid Database: An authentic standards resource for lipid classification and identification

Nature Metabolism(2024)10.1038/s42255-024-01058-z
Top 31%
0.639DataRank
Top 31%18 citations

Winnie Uritboonthai, Aries Aisporna, Corey Hoang, Heino Heyman, Lisa Connell +4 more

VPS34-dependent control of apical membrane function of proximal tubule cells and nutrient recovery by the kidney

Science Signaling(2022)10.1126/scisignal.abo7940
N/A
0.483DataRank · unranked
24 citations

Jennifer L. Harder, Madalina E. Carter-Timofte, Luis Zanon Rodriguez, Carmen Mirabelli, Fatih Demir +20 more

Cloud‐based archived metabolomics data: A resource for in‐source fragmentation/annotation, meta‐analysis and systems biology

Analytical Science Advances(2020)10.1002/ansa.202000042
Top 41%
0.461DataRank
Top 41%8 citations

Tao Huan, Duane Rinehart, Markus M. Rinschen, Shuzhao Li, Valerie B. O’Donnell +6 more

XCMS-METLIN: data-driven metabolite, lipid, and chemical analysis

Molecular Systems Biology(2024)10.1038/s44320-024-00063-4
Top 41%
0.460DataRank
Top 41%15 citations

Aries Aisporna, Winnie Uritboonthai, Linh Hoang, Rico J. E. Derks, Kara M Joseph +3 more

METLIN Neutral Loss Database Enhances Similarity Analysis

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.02.438066
Top 62%
0.232DataRank
Top 62%2 citations

H. Paul Benton, Jean‐Marie Galano, Martin Giera, Gary Siuzdak, Aries Aisporna

Adaptive Modeling of Tandem Mass Spectrometry Data: Creation of the METLIN 960K MRM Database

Analytical Chemistry(2025)10.1021/acs.analchem.5c04639
Top 65%
0.208DataRank
Top 65%3 citations

Bill Webb, Winnie Uritboonthai, Linh Hoang, Elizabeth Billings, Corey Hoang +3 more

Metabolic Communication by SGLT2 Inhibition

Circulation(2023)10.1161/circulationaha.123.065517
N/A
0DataRank · unranked
136 citations

Young Chul Kim, Søren Gullaksen, Benedikt Schrage, Janice Raabe, Arvid Hutzfeldt +30 more

Quantitative multiple fragment monitoring with enhanced in-source fragmentation/annotation mass spectrometry

Nature Protocols(2023)10.1038/s41596-023-00803-0
N/A
0DataRank · unranked
15 citations

Jingchuan Xue, Linh Hoang, Elizabeth Billings, Bill Webb, M. Willy Honders +10 more

Hydroxyproline metabolism enhances IFN-γ-induced PD-L1 expression and inhibits autophagic flux

Cell chemical biology(2023)10.1016/j.chembiol.2023.06.016
N/A
0DataRank · unranked
9 citations

Amelia Palermo, Nathalia Gazaniga, Francisco Martínez‐Peña, Carlos Guijas, Emily N. Chin +9 more

Subcellular quantitative imaging of metabolites at the organelle level

Nature Metabolism(2023)10.1038/s42255-023-00882-z
N/A
0DataRank · unranked
9 citations

Gary Siuzdak

From volcanoes to the bench: Advantages of novel hyperthermoacidic archaeal proteases for proteomics workflows

Journal of Proteomics(2023)10.1016/j.jprot.2023.104992
N/A
0DataRank · unranked
7 citations

Varun Gejji, Adam Barnebey, Gary Siuzdak, Linh Hoang, Truc V. Pham +5 more

Changes in Plasma Metabolic Signature upon Acute and Chronic Morphine Administration in Morphine-Tolerant Mice

Metabolites(2023)10.3390/metabo13030434
N/A
0DataRank · unranked
5 citations

Amelia Palermo, Rong Ma, Zhong Li, Alexandria Ulanov, Shannon Callen +5 more

The hidden impact of in-source fragmentation in metabolic and chemical mass spectrometry data interpretation

Nature Metabolism(2024)10.1038/s42255-024-01076-x
N/A
0DataRank · unranked
59 citations

Aries Aisporna, Winnie Uritboonthai, Gary Siuzdak, Martin Giera

Predicting the Predicted: A Comparison of Machine Learning-Based Collision Cross-Section Prediction Models for Small Molecules

Analytical Chemistry(2024)10.1021/acs.analchem.4c00630
N/A
0DataRank · unranked
10 citations

Trisha Arora, Adrià Olomí, Núria Canela-Canela, Gary Siuzdak, Xavier Domingo-Almenara +1 more

METLIN-CCS Lipid Database: An authentic standards resource for lipid classification and identification

UNC Libraries(2024)10.17615/0y1b-ha48
Top 100%
0DataRank
Top 100%0 citations

Martin Giera, Corey Hoang, Lisa Connell, Heino Heyman, Erin Baker +4 more

The Dark Metabolome/Lipidome and In‐Source Fragmentation

Analytical Science Advances(2025)10.1002/ansa.70012
N/A
0DataRank · unranked
8 citations

Linh Hoang, Aries Aisporna, Martin Giera, Gary Siuzdak, Winnie Uritboonthai

Erucamide regulates retinal neurovascular crosstalk

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.09.02.673793
N/A
0DataRank · unranked
1 citations

Shreyosree Chatterjee, Qinglin Yang, Sanahan Vijayakumar, Daisuke Ogasawara, Sarah Giles +15 more

METLIN: A Tandem Mass Spectral Library of Standards

Methods in molecular biology(2020)10.1007/978-1-0716-0239-3_9
N/A
0DataRank · unranked
115 citations

Carlos Guijas, Gary Siuzdak, J. Rafael Montenegro-Burke

Mass spectrometry-based metabolomics: a guide for annotation, quantification and best reporting practices

Nature Methods(2021)10.1038/s41592-021-01197-1
N/A
0DataRank · unranked
1089 citations

Asaph Aharoni, Yariv Brotman, Kévin Contrepois, John C. D’Auria, Jan Ewald +27 more

Single Quadrupole Multiple Fragment Ion Monitoring Quantitative Mass Spectrometry

Analytical Chemistry(2021)10.1021/acs.analchem.1c01246
N/A
0DataRank · unranked
26 citations

Rico J. E. Derks, Bill Webb, Elizabeth Billings, Aries Aisporna, Martin Giera +2 more

Metabolite discovery: Biochemistry’s scientific driver

Cell Metabolism(2022)10.1016/j.cmet.2021.11.005
N/A
0DataRank · unranked
94 citations

Óscar Yanes, Gary Siuzdak, Martin Giera

Accelerated lysine metabolism conveys kidney protection in salt-sensitive hypertension

Nature Communications(2022)10.1038/s41467-022-31670-0
N/A
0DataRank · unranked
65 citations

Oleg Palygin, Ashraf El‐Meanawy, Xavier Domingo-Almenara, Amelia Palermo, Lashodya V. Dissanayake +20 more

Neutral Loss Mass Spectral Data Enhances Molecular Similarity Analysis in METLIN

Journal of the American Society for Mass Spectrometry(2022)10.1021/jasms.1c00343
N/A
0DataRank · unranked
49 citations

H. Paul Benton, Andy Chen, Rico J. E. Derks, Jean‐Marie Galano, Martin Giera +2 more

Microbial Metabolite 3-Indolepropionic Acid Mediates Immunosuppression

Metabolites(2022)10.3390/metabo12070645
N/A
0DataRank · unranked
21 citations

Lucy E. Horton, Linh Hoang, Xavier Domingo-Almenara, Elizabeth Billings, Brian C. Ware +3 more

Drug-Initiated Activity Metabolomics Identifies Myristoylglycine as a Potent Endogenous Metabolite for Human Brown Fat Differentiation

Metabolites(2022)10.3390/metabo12080749
N/A
0DataRank · unranked
3 citations

Andrew To, J. Rafael Montenegro-Burke, Xavier Domingo-Almenara, Zaida Alipio-Gloria, Bernard P. Kok +5 more