ArticleAnnals of clinical microbiology and antimicrobials2023
PCT, IL-6, and IL-10 facilitate early diagnosis and pathogen classifications in bloodstream infection.
Article in Annals of clinical microbiology and antimicrobials, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.
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Who cites it
42 citing papers in PubMed, 1 synthesis or guideline pooled it, 46 citations in OpenAlex.
- The efficacy and safety of serratus anterior plane block in patients undergoing cardiac surgery: A systematic review and meta-analysis.Medicine · 2026Pooled it
- Development and Internal Evaluation of a Biomarker-Based Model for Preoperative Diagnosis of Infectious Nonunion.Orthopaedic surgery · 2026Article
- TM and t-PAIC may be possible biomarkers to predict postoperative infection after cardiac surgery with cardiopulmonary bypass.Journal of cardiothoracic surgery · 2026Observational
- The Dual Role of Interleukin-10 in Sepsis: Research Progress and Therapeutic Prospects.Inflammation · 2026Review
- A machine learning model for the early prediction of Gram-negative bloodstream infection in ICU patients.BMC medical informatics and decision making · 2026Article
- Comparison of talaromycosis in HIV-infected patients with and without Talaromyces marneffei bloodstream infection.BMC infectious diseases · 2026Article
- Construction of an auxiliary diagnostic model for secondary pulmonary bacterial infection in influenza based on routine detection indicators.American journal of translational research · 2026Article
- Comparison of Serum NLR, IL-10 and SAA Expression Levels in Patients with Intestinal Fistula Complicated by Abdominal Infection and Study on Risk Factors for Poor Prognosis.Infection and drug resistance · 2026Article
- From microbial dynamics to risk prediction: a nomogram-based model for hospital-acquired infections in rehabilitation settings.Frontiers in cellular and infection microbiology · 2026Article
- Role of cytokine levels in pathogen classification and prognosis of pediatric septic shock.Frontiers in immunology · 2026Article
- Machine learning based development of an early diagnosis signature for distinguishing hospitalized pediatric human respiratory syncytial virus infection from mycoplasma pneumonia.Frontiers in pediatrics · 2026Article
- Clinical characteristics and risk factors ofFrontiers in microbiology · 2026Article
- Development and validation of a novel model based on hematological biomarkers for predicting risk factors and outcomes in cancer patients with carbapenem-resistant organism infection.Frontiers in public health · 2026Article
- Predicting Gram-negative bloodstream infection in elderly patients after isolation of GNB from non-blood specimens: a machine learning-based tool.Frontiers in medicine · 2026Article
- Diagnostic superiority of serial increase in C-reactive protein versus single measurement in differentiating bacterial from non-bacterial etiologies in pediatric patients.Paediatrics & child health · 2025Article
- Characterization of Microbial Profiles and Antimicrobial Resistance in Diabetic Foot Ulcers at a Tertiary Care Facility in Northern China.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Predictive value of combined inflammatory markers for septic cardiomyopathy: a retrospective study.BMC infectious diseases · 2025Article
- Preoperative inflammatory markers in pediatric appendicitis: associations with disease severity, postoperative recovery, pain, and surgical outcomes.BMC pediatrics · 2025Article
- Article
- Biomarkers to guide sepsis management.Annals of intensive care · 2025Review
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundIn the diagnosis of bloodstream infection (BSI), various inflammatory markers such as C-reactive protein (CRP), procalcitonin (PCT), interleukins (IL), white blood cell count (WBC), neutrophil percentage (NE%), platelet count (PLT), and erythrocyte sedimentation rate (ESR) have been extensively utilized. However, their specific roles in distinguishing BSI from local bacterial infection (LBI) and in classifying BSI pathogens remain uncertain.
methodsA historical cohort study was conducted, involving the enrollment of 505 patients with BSI and 102 patients with LBI. To validate the reliability of the clinical data obtained from this cohort, mouse models of BSI were utilized.
resultsOur findings revealed that patients with BSI had significantly higher levels of inflammatory markers, including CRP, PCT, IL-6, IL-10, WBC, NE%, and ESR, compared to those with LBI (p < 0.05). The receiver operating characteristic (ROC) curve analysis demonstrated that CRP, PCT, IL-6, IL-10, ESR and NE% exhibited excellent diagnostic efficacy for BSI. Additionally, we observed significant differences in CRP, PCT, IL-6, and IL-10 levels between patients with BSI caused by Gram-positive bacteria (GP-BSI) and Gram-negative bacteria (GN-BSI), but no significant variations were found among specific bacterial species. Furthermore, our study also found that CRP, PCT, and IL-10 have good discriminatory ability for vancomycin-resistant Enterococcus (VRE), but they show no significant diagnostic efficacy for other multidrug-resistant organisms (MDROs) such as carbapenem-resistant Enterobacteriaceae (CRE), carbapenem-resistant Pseudomonas aeruginosa (CRPA), and methicillin-resistant Staphylococcus aureus (MRSA). In our mouse model experiments, we observed a remarkable increase in PCT, IL-6, and IL-10 levels in mice with GN-BSI compared to those with GP-BSI.
conclusionOur study has confirmed that PCT, IL-6, and IL-10 are efficient biomarkers for distinguishing between BSI and LBI. Furthermore, they can be utilized to classify BSI pathogens and differentiate between VRE and vancomycin-susceptible Enterococcus. These findings are extremely valuable for clinicians as they enable timely initiation of empiric antibiotic therapies and ultimately lead to improved clinical outcomes for patients with BSI.
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