Observational studyFrontiers in immunology2025
Frailty Index-laboratory and lymphocyte subset patterns in predicting 28-day mortality among elderly sepsis patients: a multicenter observational cohort study.
Observational study in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.
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Who cites it
6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Peripheral adaptive immune cell counts and mortality in adult sepsis: a systematic review and meta-analysis.Frontiers in immunology · 2026Pooled it
- Marburg virus persistence and clinical complications among recovered persons in Rwanda: a longitudinal study protocol.BMJ open · 2026Article
- First-week absolute lymphocyte count dynamics and 28-day mortality in older adults with sepsis.BMC infectious diseases · 2026Article
- Immunoinflammatory biomarkers for sepsis-associated acute kidney injury: a multicenter prospective cohort study.Immunity & ageing : I & A · 2026Article
- Sepsis in Frail Older Adults: Tailored Antimicrobial Stewardship and Individualized Care Approach.Antibiotics (Basel, Switzerland) · 2026Review
- Prognostic value of 48-h reassessment of a laboratory-derived frailty index in ICU patients with sepsis: model development in MIMIC-IV and external transport evaluation.Frontiers in medicine · 2026Article
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Authors and funding
12 authors.
Funding
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Abstract
Background: Frailty is associated with poor outcomes in elderly sepsis patients. This study investigated the relationship between Frailty Index-laboratory (FI-lab) and lymphocyte patterns in predicting 28-day mortality among elderly sepsis patients. Methods: We conducted a multicenter prospective observational study in four tertiary hospitals in Beijing, China. FI-lab was calculated using 24 laboratory parameters. Peripheral blood lymphocyte subsets were measured at ICU admission. Lymphocyte count trajectories were classified into four phenotypes based on patterns during the first 72 hours. The primary outcome was 28-day mortality. Results: Among 1,197 patients (mean age 74.6 ± 7.4 years), those with high FI-lab risk showed higher mortality (22.2%) than intermediate (12.0%) and low-risk groups (6.1%). Age-stratified analysis demonstrated consistent FI-lab prognostic value in both 65-79 years (OR 2.18) and ≥80 years (OR 2.47) groups. All lymphocyte subset counts were lower in non-survivors, particularly natural killer cells. In multivariable analysis, high FI-lab risk (OR 2.31), APACHE-II scores (OR 1.08), heart rate (OR 1.01), NK cell count (OR 0.994), and pulmonary infection (OR 1.96) independently predicted 28-day mortality. A combined model incorporating these variables showed superior discriminative ability (AUC=0.788) with excellent internal validation (optimism-corrected AUC=0.775). Conclusions: FI-lab independently predicts mortality in elderly sepsis patients and correlates with lymphocyte abnormalities. When comprehensive immune assessment is unavailable, lymphocyte trajectory patterns offer a practical approach for risk stratification.
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