Author

John M. Elizarraras

Baylor College of MedicineORCID 0000-0001-7759-2540Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Approach:machine learning (classical)· 2 Research Focus:differential expression· 1 Assay:metabolomics· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1

Frequent Co-Authors

Bing ZhangiD· 1 shared Bing ZhangiD· 1 shared Chenwei WangiD· 1 shared Fenglong JiaoiD· 1 shared Lan HuangiD· 1 shared Wenrong CheniD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Bing ZhangORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJul 18, 2025

XL-Ranker: A Computational Workflow for Prioritizing Protein-Protein Interactions from Cross-Linking Mass Spectrometry Data

Wenrong Chen, John M. Elizarraras, Fenglong Jiao…·Bing Zhang

XL-Ranker resolves peptide-mapping ambiguity in XL-MS data to infer high-confidence PPIs, improving the reliability of interaction networks.

DOI 10.1101/2025.07.18.665625

humanproteomics

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJul 9, 2025

MetaSage: Machine Learning-Based Prioritization of Metabolic Regulators from Multi-Omics Data

Chenwei Wang, John M. Elizarraras, Bing Zhang

MetaSage identifies metabolic regulators using machine learning across 15 cancer cohorts, finding genes and metabolites have comparable regulatory influence.

DOI 10.1101/2025.07.09.663994

humanmetabolomics

𝕏 PostBluesky