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

Jianguo Xia

McGill University

ORCID: 0000-0003-2040-2624

Biochemistry, Genetics and Molecular BiologyChemistry

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 5%percentile

0.364Author 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 →

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

HumanIslets: An integrated platform for human islet data access and analysis

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.19.599613

Top 49%

0.364DataRank

Top 49%9 citations

Yao Lu, Cara E. Ellis, Jessica Worton, Jelena Kolic, Shugo Sasaki +27 more

Papers

Driven by 15 papers — median percentile 51. Top paper: “MetaboAnalyst 6.0: towards a unified platform for metabolomics data processing, analysis and interpretation”.

MetaboAnalyst 6.0: towards a unified platform for metabolomics data processing, analysis and interpretation

Nucleic Acids Research(2024)10.1093/nar/gkae253

N/A

1.1DataRank · unranked

2073 citations

Yao Lü, Guangyan Zhou, Fiona Hui, Lei Xu, Charles Viau +6 more

MetaboAnalystR 4.0: a unified LC-MS workflow for global metabolomics

Nature Communications(2024)10.1038/s41467-024-48009-6

N/A

0.834DataRank · unranked

259 citations

Lei Xu, Charles Viau, Yao Lü, Reza Salavati, Niladri Basu +2 more

Comprehensive Meta-Analysis of COVID-19 Global Metabolomics Datasets

Metabolites(2021)10.3390/metabo11010044

N/A

0.705DataRank · unranked

109 citations

Guangyan Zhou, Jasmine Chong, Jianguo Xia, Zhiqiang Pang

HumanIslets: An integrated platform for human islet data access and analysis

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.19.599613

Top 49%

0.364DataRank

Top 49%9 citations

Yao Lu, Cara E. Ellis, Jessica Worton, Jelena Kolic, Shugo Sasaki +27 more

Altered immune and metabolic molecular pathways drive islet cell dysfunction in human type 1 diabetes

Journal of Clinical Investigation(2025)10.1172/jci195267

N/A

0.292DataRank · unranked

6 citations

Xiao-Qing Dai, Robert C. Jones, Aliya F Spigelman, Hannah M Mummey, Jessica Ewald +15 more

Common data models to streamline metabolomics processing and annotation, and implementation in a Python pipeline

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.13.580048

N/A

0.169DataRank · unranked

2 citations

Yuanye Chi, Maheshwor Thapa, Zhiqiang Pang, Jianguo Xia, Shuzhao Li +1 more

Meeting Report on the 2nd Chinese American Society for Mass Spectrometry Conference: Advancing Biological and Pharmaceutical Mass Spectrometry

Molecular & Cellular Proteomics(2023)10.1016/j.mcpro.2023.100559

N/A

0DataRank · unranked

0 citations

Ying Ge, Xianlin Han, Hao Ling, Tao Huan, Liang Li +24 more

Comprehensive investigation of pathway enrichment methods for functional interpretation of LC–MS global metabolomics data

Briefings in Bioinformatics(2022)10.1093/bib/bbac553

N/A

0DataRank · unranked

164 citations

Zhiqiang Pang, Jianguo Xia, Yao Lü

Using MetaboAnalyst 5.0 for LC–HRMS spectra processing, multi-omics integration and covariate adjustment of global metabolomics data

Nature Protocols(2022)10.1038/s41596-022-00710-w

N/A

0DataRank · unranked

1526 citations

Guangyan Zhou, Jessica Ewald, Le Chang, Orçun Haçarız, Niladri Basu +2 more

HumanIslets.com: Improving accessibility, integration, and usability of human research islet data

Cell Metabolism(2024)10.1016/j.cmet.2024.09.001

N/A

0DataRank · unranked

42 citations

Yao Lü, Cara E. Ellis, Jessica Worton, Jelena Kolic, Shugo Sasaki +27 more

Common data models to streamline metabolomics processing and annotation, and implementation in a Python pipeline

PLoS Computational Biology(2024)10.1371/journal.pcbi.1011912

N/A

0DataRank · unranked

10 citations

Yuanye Chi, Maheshwor Thapa, Zhiqiang Pang, Jianguo Xia, Shuzhao Li +1 more

Comprehensive Blood Metabolome and Exposome Analysis, Annotation, and Interpretation in E-Waste Workers

Metabolites(2024)10.3390/metabo14120671

N/A

0DataRank · unranked

4 citations

Charles Viau, Julius N. Fobil, Niladri Basu, Jianguo Xia, Zhiqiang Pang

TrpNet: Understanding Tryptophan Metabolism across Gut Microbiome

Metabolites(2021)10.3390/metabo12010010

N/A

0DataRank · unranked

44 citations

Jasmine Chong, Shiqian Shen, Joey-Bahige Chammas, Lorraine E. Chalifour, Jianguo Xia +1 more

Proteomic predictors of individualized nutrient-specific insulin secretion in health and disease

medRxiv(2023)10.1101/2023.05.24.23290298

N/A

0DataRank · unranked

9 citations

WenQing Grace Sun, Haoning Howard Cen, Jessica Ewald, Jason C. Rogalski, Shugo Sasaki +16 more

MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights

Nucleic Acids Research(2021)10.1093/nar/gkab382

N/A

0DataRank · unranked

4175 citations

Jasmine Chong, Guangyan Zhou, David Anderson de Lima Morais, Le Chang, M. Barrette +5 more