ArticleThe Journal of infection2024
Distinct patterns of vital sign and inflammatory marker responses in adults with suspected bloodstream infection.
Article in The Journal of infection, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed, 13 citations in OpenAlex.
- Past viral infections can shape inter-individual variability in anti-viral TLR responses.bioRxiv : the preprint server for biology · 2026Article
- Group-based trajectory modeling of blood pressure reactivity and mortality in septic patients: a retrospective study of the MIMIC-IV database.BMC infectious diseases · 2026Article
- Early enteral nutrition and dynamic metabolic-inflammatory trajectories in sepsis: a retrospective cohort study.Frontiers in medicine · 2026Article
- Longitudinal SOFA score trajectories and risk stratification in ICU patients withFrontiers in cellular and infection microbiology · 2026Article
- In vivo anti-inflammatory evaluation of oxadiazole derivatives bearing flurbiprofen moiety using experimental and computational approaches.Scientific reports · 2025Article
- Interplay between C-reactive protein responses and antibiotic prescribing in people with suspected infection.BMC infectious diseases · 2025Article
- Transformers and large language models are efficient feature extractors for electronic health record studies.Communications medicine · 2025Article
- Neutrophil-to-lymphocyte ratio predicts inpatient gout recurrence: a large-scale multicenter retrospective cohort with machine-learning validation.Frontiers in immunology · 2025Article
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo identify patterns in inflammatory marker and vital sign responses in adult with suspected bloodstream infection (BSI) and define expected trends in normal recovery.
methodsWe included patients ≥16 y from Oxford University Hospitals with a blood culture taken between 1-January-2016 and 28-June-2021. We used linear and latent class mixed models to estimate trajectories in C-reactive protein (CRP), white blood count, heart rate, respiratory rate and temperature and identify CRP response subgroups. Centile charts for expected CRP responses were constructed via the lambda-mu-sigma method.
resultsIn 88,348 suspected BSI episodes; 6908 (7.8%) were culture-positive with a probable pathogen, 4309 (4.9%) contained potential contaminants, and 77,131(87.3%) were culture-negative. CRP levels generally peaked 1-2 days after blood culture collection, with varying responses for different pathogens and infection sources (p < 0.0001). We identified five CRP trajectory subgroups: peak on day 1 (36,091; 46.3%) or 2 (4529; 5.8%), slow recovery (10,666; 13.7%), peak on day 6 (743; 1.0%), and low response (25,928; 33.3%). Centile reference charts tracking normal responses were constructed from those peaking on day 1/2.
conclusionsCRP and other infection response markers rise and recover differently depending on clinical syndrome and pathogen involved. However, centile reference charts, that account for these differences, can be used to track if patients are recovering line as expected and to help personalise infection.
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