Author

Bob Damms

ORCID 0009-0000-4884-9431Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Organism:human· 2 Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Approach:simulation· 1

Frequent Co-Authors

Igor GoryaniniD· 2 shared Irina GoryaniniD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersSystems Biology

Igor GoryaninORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintOct 1, 2026

From seven combination hypotheses to one testable interaction: a gated agentic AI QSP workflow applied to healthy ageing interventions

Igor Goryanin, Bob Damms, Irina Goryanin

The paper develops a gated agentic AI QSP workflow to evaluate healthy ageing interventions, resulting in a single testable interaction and a trial design with an audit trail of discarded hypotheses.

DOI 10.64898/2026.09.29.755460

humanstatistical model

𝕏 PostBluesky

Systems BiologybioRxivPreprintSep 30, 2026

A mechanistic, mortality-referenced biological age from routine blood tests: construction and temporal validation of IQN-BIOAGE-01

Igor Goryanin, Bob Damms, Irina Goryanin

The paper constructs and validates a mechanistic biological age model, IQN-BIOAGE-01, that decomposes mortality risk into organ-specific axes and compares it to existing statistical clocks.

DOI 10.64898/2026.09.29.755448

humanbulk RNA-seq

𝕏 PostBluesky