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Updated: May 14, 2026

Using a Bacterial Pathogen to Probe for Cellular and Organismic-level Host Responses
Published on: February 22, 2019
Circulatory biomarkers for microbial infections
1Institute of Science, Nirma University, Ahmedabad - India.
Infectious disease diagnostics are shifting from pathogen detection to host-response profiling. New biomarkers and AI integration promise precision antimicrobial stewardship, improving patient outcomes and combating resistance.
Area of Science:
- Infectious disease diagnostics
- Host-response profiling
- Antimicrobial stewardship
Background:
- Traditional markers like C-reactive protein (CRP) and procalcitonin (PCT) lack specificity for precision antimicrobial stewardship.
- Current diagnostics often fail to differentiate between bacterial and viral infections, complicating treatment.
- Empiric therapy for infections has critical blind spots, particularly for fungal and protozoal pathogens.
Purpose of the Study:
- To explore the paradigm shift in infectious disease diagnostics from pathogen detection to host-response profiling.
- To highlight novel biomarkers and technologies for improved infection diagnosis and management.
- To discuss the integration of advanced diagnostics with AI for precision antimicrobial stewardship.
Main Methods:
- Review of traditional diagnostic markers (CRP, PCT) and their limitations.
- Exploration of novel biomarkers: presepsin for bacterial infections, mRNA signatures for viral/bacterial differentiation.
- Inclusion of pan-microbial surveillance markers (BDG, Galactomannan, HRP2/pLDH) for broader pathogen detection.
Main Results:
- Presepsin emerges as a superior early-phase bacterial biomarker.
- Multi-parametric mRNA signatures demonstrate high sensitivity in differentiating viral from bacterial infections.
- Expanded surveillance markers address limitations in empiric therapy for fungal and protozoal infections.
Conclusions:
- Circulatory biomarkers and AI-driven decision support are transforming infectious disease diagnostics.
- This shift enables precision antimicrobial stewardship, moving away from broad empiric treatments.
- Timely and accurate infection etiology determination within the "golden hour" can improve patient outcomes and combat antibiotic resistance.
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