Post-vaccine inflammation tracking: validation of a novel individualized digital inflammatory biomarker relative to serum biomarkers

Inflammatory changes play a central role in both diseases and therapeutic interventions. Wearables are a promising novel method for inflammation detection and tracking through identifying subtle, individualized physiologic changes. We evaluated a wearable-derived individualized digital biomarker, inflammatory multivariate change index (iMCI) against serum biomarkers and reactogenicity following vaccination. Sixty-one volunteers received one of four mRNA vaccines (80 total doses) and wore a torso sensor patch for 14 days starting seven days before vaccination. Changes in serum inflammatory biomarkers symptoms were tracked post-vaccine. iMCI showed moderate to strong correlation against C-reactive protein (CRP; Spearman ρ = 0.59, p < 0.01) and interferon-γ (IFN-γ; ρ = 0.56, p < 0.01), comparable to the CRP-IFN-γ correlation (ρ = 0.60, p < 0.01). Associations with systemic reactogenicity were moderate for all three measures (iMCI ρ = 0.48, p < 0.01; IFN-γ ρ = 0.34, p = 0.01; CRP ρ = 0.36, p < 0.01). These results indicate that a personalized digital biomarker offers a scalable alternative to serial blood testing for real-time inflammation tracking.

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Publication Details

Journal
npj Digital Medicine
Published
2026-04-22
DOI
https://doi.org/10.1038/s41746-026-02659-6
Primary Topic
Advanced Biosensing Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Post-vaccine inflammation tracking: validation of a novel individualized digital inflammatory biomarker relative to serum biomarkers

Steven R. Steinhubl, Stephan Wegerich, Jadranka Sekaric, Darpit Dave et al.
npj Digital Medicine
Advanced Biosensing Techniques and Applications
article

Post-vaccine inflammation tracking: validation of a novel individualized digital inflammatory biomarker relative to serum biomarkers

Steven R. Steinhubl, Stephan Wegerich, Jadranka Sekaric, Darpit Dave, Matthew P. Ward, Jaap Oostendorp, Robert Paris, Ryan Heumann
article en

Abstract

Inflammatory changes play a central role in both diseases and therapeutic interventions. Wearables are a promising novel method for inflammation detection and tracking through identifying subtle, individualized physiologic changes. We evaluated a wearable-derived individualized digital biomarker, inflammatory multivariate change index (iMCI) against serum biomarkers and reactogenicity following vaccination. Sixty-one volunteers received one of four mRNA vaccines (80 total doses) and wore a torso sensor patch for 14 days starting seven days before vaccination. Changes in serum inflammatory biomarkers symptoms were tracked post-vaccine. iMCI showed moderate to strong correlation against C-reactive protein (CRP; Spearman ρ = 0.59, p < 0.01) and interferon-γ (IFN-γ; ρ = 0.56, p < 0.01), comparable to the CRP-IFN-γ correlation (ρ = 0.60, p < 0.01). Associations with systemic reactogenicity were moderate for all three measures (iMCI ρ = 0.48, p < 0.01; IFN-γ ρ = 0.34, p = 0.01; CRP ρ = 0.36, p < 0.01). These results indicate that a personalized digital biomarker offers a scalable alternative to serial blood testing for real-time inflammation tracking.

npj Digital Medicine
Purdue University West Lafayette (US), University of Chicago (US), Moderna Therapeutics (United States) (US), Indiana University School of Medicine, Indiana University – Purdue University Indianapolis (US)
Moderna
Good health and well-being
Openalex Percentile: Top 13%
Advanced Biosensing Techniques and Applications
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Post-vaccine inflammation tracking: validation of a novel individualized digital inflammatory biomarker relative to serum biomarkers — Steven R. Steinhubl, Stephan Wegerich, et al. · npj Digital Medicine (2026) | TGRS Research Map | TGRS