Author

Manuel Berumen

California State University, Fullerton

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Amir Barzegar BehrooziD· 1 shared Cassandra Yuan· 1 shared Mahdi Akhavan· 1 shared Prashen ChelikaniiD· 1 shared Robert J. SchrothiD· 1 shared Rui Miguel Pinheiro VitorinoiD· 1 shared Saeid GAH Latifi-Navid· 1 shared Saeid GhavamiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

Amir Barzegar BehroozORCID

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Author profile →

1 paper

Recent·Most cited

Exploratory Network Analysis of Oral Bacteria Taste Signaling Autophagy Crosstalk in Oral Squamous Cell Carcinoma and Multi-Target Ligand Design for the MAPK1 STAT3 mTOR Axis

Mahdi Akhavan, Saeid GAH Latifi-Navid, Amir Barzegar Behrooz, Sanaz Vakili, Rui Miguel Pinheiro Vitorino, Sajjad Aftabi, Sujatha Peela, SPD Ponamgi, Robert J. Schroth, Manuel Berumen, Cassandra Yuan, Tayebeh Akbari Azirani, Stevan Pecic, Prashen Chelikani, Saeid Ghavami

The paper integrates systems biology and machine learning to analyze bacterial signaling networks in OSCC, identifies key nodes, and designs multi-target ligands for the MAPK1-STAT3-mTOR axis.

bioRxiv · Jul 31, 2026 · PreprintCancer Biology