From Chart Biopsy to Liquid Biopsy: Evaluating the Diagnostic Yield and Clinical Impact of Plasma Microbial Cell-Free DNA Next-Generation Sequencing in the Management of Fever of Unknown Origin
Open Access
- 31 January 2025
- journal article
- Published by Oxford University Press (OUP) in Open Forum Infectious Diseases
- Vol. 12 (2) , ofaf038
Abstract
Background: The underlying cause of fever of unknown origin (FUO) remains unidentified in up to 51% of cases despite systematic evaluation. Microbial cell-free DNA next-generation sequencing (mcfDNA-NGS) offers an agnostic, noninvasive approach to pathogen identification, but the utility and clinical impact of this assay in FUO remain unknown. Methods: This retrospective cohort study evaluated adult patients referred for FUO evaluation at a tertiary medical center between November 2019 and November 2023. Patients underwent both standard microbiologic testing (ST) and mcfDNA-NGS. Diagnostic impact was assessed in 4 domains: new diagnoses, earlier time to diagnosis, avoidance of invasive procedures, and non-hypothesis-driven diagnoses. Logistic regression was used to identify predictors of positive mcfDNA-NGS testing. Results: Among 176 patients, mcfDNA-NGS was positive in 44.3%, with 49% of these cases considered clinically significant. Infectious cause of FUO was identified in 39% of patients, noninfectious in 35%, and unknown in 26%. mcfDNA-NGS contributed to a positive diagnostic impact in 30% of cases, mainly by earlier diagnosis (16%) and potential for avoidance of invasive procedures (10%). Positive mcfDNA-NGS was significantly associated with higher Charlson comorbidity index score (odds ratio [OR], 1.22; P < .001) and white blood cell (WBC) count ≤4.5 × 109 cells/L (OR, 8.61; P < .001). Conversely, FUO without localization was associated with a decreased likelihood of positive mcfNDA testing (OR, 0.18; P < .001). Conclusions: mcfDNA-NGS effectively complements ST in diagnosing FUO, providing earlier detection and minimizing invasive testing. Clinical predictors such as high comorbidity and low WBC count may guide the optimal use of mcfDNA-NGS in FUO. Prospective evaluation of optimal timing and use of mcfDNA-NGS and cost-benefit analysis in FUO is needed.Keywords
Funding Information
- National Institutes of Health
This publication has 30 references indexed in Scilit:
- Fever and Fever of Unknown Origin: Review, Recent Advances, and Lingering DogmaOpen Forum Infectious Diseases, 2020
- Evaluation of Plasma Microbial Cell-Free DNA Sequencing to Predict Bloodstream Infection in Pediatric Patients With Relapsed or Refractory CancerJAMA Oncology, 2020
- Rapid detection of invasive Mycobacterium chimaera disease via a novel plasma-based next-generation sequencing testBMC Infectious Diseases, 2019
- Analytical and clinical validation of a microbial cell-free DNA sequencing test for infectious diseaseNature Microbiology, 2019
- Comparison of sequencing-based methods to profile DNA methylation and identification of monoallelic epigenetic modificationsNature Biotechnology, 2010
- Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics supportJournal of Biomedical Informatics, 2009
- A Prospective Multicenter Study on Fever of Unknown OriginMedicine, 2007
- A Comprehensive Evidence-Based Approach to Fever of Unknown OriginArchives of internal medicine (1960), 2003
- Fever of unknown origin--reexamined and redefined.1991
- A new method of classifying prognostic comorbidity in longitudinal studies: Development and validationJournal of Chronic Diseases, 1987