# Monocyte Distribution Width as a Biomarker for Predicting Bacteremia: A Retrospective Study in the Emergency Department

**Authors:** Tse-Hao Chen, Yu-Jang Su, Wei-Hsiang Liao, Weide Tsai, Ding-Kuo Chien, Wen-Han Chang, Chyi-Huey Bai

PMC · DOI: 10.3390/life16010178 · Life · 2026-01-22

## TL;DR

This study shows that monocyte distribution width (MDW) can help quickly identify bacteremia in emergency department patients, especially when combined with neutrophil-to-lymphocyte ratio (NLR).

## Contribution

MDW is shown to be a novel and rapid biomarker for predicting bacteremia in the emergency department.

## Key findings

- MDW had the highest AUROC (0.760) compared to CRP, NLR, and WBC.
- The MDW+NLR combination improved diagnostic accuracy with an AUROC of 0.785.
- At a cut-off of 22, MDW showed 72% sensitivity and 68% specificity for bacteremia.

## Abstract

Blood culture is the diagnostic gold standard for bacteremia in the emergency department (ED), but its turnaround time can delay appropriate antimicrobial therapy, highlighting the need for rapid, accessible biomarkers. We retrospectively analyzed adult ED patients from July 2023 to June 2024 who underwent blood culture testing and had complete data for monocyte distribution width (MDW), white blood cell count (WBC), C-reactive protein (CRP), and neutrophil-to-lymphocyte ratio (NLR). Discrimination was assessed using area under the receiver operating characteristic curve (AUROC) and diagnostic accuracy using sensitivity, specificity, and diagnostic odds ratio (DOR); combined models were compared with net reclassification improvement (NRI) and integrated discrimination improvement (IDI). Among 19,325 patients, 2011 (10.4%) had positive blood cultures. MDW had the highest AUROC (0.760) versus CRP (0.730), NLR (0.695), and WBC (0.642); at a cut-off of 22, MDW showed 0.72 sensitivity, 0.68 specificity, and DOR 5.46. The best combined model was MDW+NLR (AUROC 0.785; DOR 6.39; NRI 0.428; IDI 0.770). MDW is a rapid and effective marker for identifying bacteremia in the ED, and performance improves when combined with NLR.

## Linked entities

- **Diseases:** bacteremia (MONDO:0005229)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** Bacteremia (MESH:D016470)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

24 references — full list in the complete paper: https://tomesphere.com/paper/PMC12843279/full.md

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Source: https://tomesphere.com/paper/PMC12843279