Tracking inflammation status for improving patient prognosis: A review of current methods, unmet clinical needs and opportunities

Biotechnol Adv. 2025 Sep:82:108592. doi: 10.1016/j.biotechadv.2025.108592. Epub 2025 May 3.

Abstract

Inflammation is the body's response to infection, trauma or injury and is activated in a coordinated fashion to ensure the restoration of tissue homeostasis and healthy physiology. This process requires communication between stromal cells resident to the tissue compartment and infiltrating immune cells which is dysregulated in disease. Clinical innovations in patient diagnosis and stratification include measures of inflammatory activation that support the assessment of patient prognosis and response to therapy. We propose that (i) the recent advances in fast, dynamic monitoring of inflammatory markers (e.g., cytokines) and (ii) data-dependent theoretical and computational modeling of inflammatory marker dynamics will enable the quantification of the inflammatory response, identification of optimal, disease-specific biomarkers and the design of personalized interventions to improve patient outcomes - multidisciplinary efforts in which biomedical engineers may potentially contribute. To illustrate these ideas, we describe the actions of cytokines, acute phase proteins and hormones in the inflammatory response and discuss their role in local wounds, COVID-19, cancer, autoimmune diseases, neurodegenerative diseases and aging, with a central focus on cardiac surgery. We also discuss the challenges and opportunities involved in tracking and modulating inflammation in clinical settings.

Keywords: Acute phase proteins; Cytokines; Data-driven modeling; Health prognostics; Hormones; Inflammatory biomarkers; Wearable health monitoring.

Publication types

  • Review

MeSH terms

  • Autoimmune Diseases / diagnosis
  • Biomarkers / metabolism
  • COVID-19 / diagnosis
  • COVID-19 / immunology
  • Cytokines / metabolism
  • Humans
  • Inflammation* / diagnosis
  • Inflammation* / metabolism
  • Neoplasms / diagnosis
  • Prognosis
  • SARS-CoV-2

Substances

  • Biomarkers
  • Cytokines