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

Helena Mannochio-Russo

University of California San Diego

ORCID: 0000-0002-4961-2353

Also affiliated with University of Montana

Biochemistry, Genetics and Molecular BiologyMedicineChemistry

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
7.0Author DataRank

Indexed papers

7in 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 7 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.

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 21 papers — median percentile 67. 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

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

Enabling pan-repository reanalysis for big data science of public metabolomics data

Nature Communications(2025)10.1038/s41467-025-60067-y
Top 33%
0.600DataRank
Top 33%33 citations

Michael Strobel, Thomas Payne, Eoin Fahy, Claire O’Donovan, Shankar Subramamiam +17 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

The microbiome diversifies long- to short-chain fatty acid-derived N-acyl lipids

Cell(2025)10.1016/j.cell.2025.05.015
Top 33%
0.587DataRank
Top 33%30 citations

Vincent Charron-Lamoureux, Martijn van Faassen, Santosh Lamichhane, Wilhan Donizete Gonçalves Nunes, Victoria Deleray +43 more

Untargeted Metabolomics Sheds Light on the Diversity of Major Classes of Secondary Metabolites in the Malpighiaceae Botanical Family

Frontiers in Plant Science(2022)10.3389/fpls.2022.854842
N/A
0.510DataRank · unranked
29 citations

Rafael Felipe de Almeida, Wilhan Donizete Gonçalves Nunes, Paula Carolina Pires Bueno, Andrés Mauricio Caraballo‐Rodríguez, Anelize Bauermeister +3 more

Enabling pan-repository reanalysis for big data science of public metabolomics data

ChemRxiv(2024)10.26434/chemrxiv-2024-jt46s
Top 46%
0.397DataRank
Top 46%10 citations

Michael Strobel, Thomas Payne, Eoin Fahy, Claire O’Donovan, Shankar Subramamiam +12 more

Targeted Microbial Shifts and Metabolite Profiles Were Associated with Clinical Response to an Anti-Inflammatory Diet in Osteoarthritis

Nutrients(2025)10.3390/nu17172729
N/A
0.273DataRank · unranked
5 citations

Kevin Bu, Roxana Coras, Martha Cedeño, Simone Zuffa, Jessica Murillo‐Saich +16 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

Ex Vivo Interaction Between Human Gut Microbiota and Artemisinin: A Multi-Omics Perspective

ACS Omega(2025)10.1021/acsomega.5c01983
N/A
0DataRank · unranked
3 citations

Helena Mannochio-Russo, Stanislav N. lablokov, Dmitry A. Rodionov, Heejung Yang, Pieter C. Dorrestein +3 more

Microbial lipid shifts in a multi-stage simulated gut

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.09.25.678496
N/A
0DataRank · unranked
1 citations

Kalle Salonen, Helena Mannochio-Russo, Matilda Kråkström, Paulo Wender Portal Gomes, Vincent C Lamoureux +9 more

Ion Identity Molecular Networking in the GNPS Environment

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.05.11.088948
N/A
0DataRank · unranked
23 citations

Daniel Petras, Louis‐Félix Nothias, Mingxun Wang, Allegra T. Aron, Annika Jagels +40 more

Fecal Microbial and Metabolic Signatures in VEO-IBD: Implications for Unique Pathophysiology

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.04.26.650779
N/A
0DataRank · unranked
0 citations

Simone Zuffa, Vincent Charron‐Lamoureux, Ipsita Mohanty, Abubaker Patan, Helena Mannochio-Russo +12 more

Ion identity molecular networking for mass spectrometry-based metabolomics in the GNPS environment

Nature Communications(2021)10.1038/s41467-021-23953-9
N/A
0DataRank · unranked
325 citations

Daniel Petras, Louis‐Félix Nothias, Mingxun Wang, Allegra T. Aron, Annika Jagels +40 more

Microbiomes and metabolomes of dominant coral reef primary producers illustrate a potential role for immunolipids in marine symbioses

Communications Biology(2023)10.1038/s42003-023-05230-1
N/A
0DataRank · unranked
31 citations

Sean O. I. Swift, Kirsten K. Nakayama, Christopher B. Wall, Emily C. Gentry, Morgan Panitchpakdi +21 more

The changing metabolic landscape of bile acids – keys to metabolism and immune regulation

Nature Reviews Gastroenterology & Hepatology(2024)10.1038/s41575-024-00914-3
N/A
0DataRank · unranked
195 citations

Celeste Allaband, Helena Mannochio-Russo, Yasin El Abiead, Lee R. Hagey, Rob Knight +2 more

Prioritizing Mentorship as Scientific Leaders

ACS Central Science(2024)10.1021/acscentsci.3c00500
N/A
0DataRank · unranked
6 citations

Salma E. Ahmed, Ernest Awoonor‐Williams, Progna Banerjee, Magda H. Barecka, Laura E. Bickerton +11 more

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

A guide to reverse metabolomics—a framework for big data discovery strategy

Nature Protocols(2025)10.1038/s41596-024-01136-2
N/A
0DataRank · unranked
25 citations

Helena Mannochio-Russo, Santosh Lamichhane, Shipei Xing, Abubaker Patan, Paulo Wender Portal Gomes +10 more

The International Space Station has a unique and extreme microbial and chemical environment driven by use patterns

Cell(2025)10.1016/j.cell.2025.01.039
N/A
0DataRank · unranked
20 citations

Haoqi Nina Zhao, Daniel McDonald, Helena Mannochio-Russo, Simone Zuffa, Renee Oles +20 more

Fecal microbial and metabolic signatures in children with very early onset inflammatory bowel disease

npj Biofilms and Microbiomes(2025)10.1038/s41522-025-00899-0
N/A
0DataRank · unranked
5 citations

Simone Zuffa, Vincent Charron-Lamoureux, Ipsita Mohanty, Abubaker Patan, Helena Mannochio-Russo +12 more