Evidence map›Paper›PMID 40740787›Full record

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.

Dongkai Li, Jiatong Hou, Zhan Shi, Xiao Li, Jiahui Zhang, Guoyu Zhao, Xianli Lei, Yawen Xie, Yuefu Wang, Hao Wang and 2 more

Abstract readMulticenter StudyObservational Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Dongkai LiDepartment of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China.
Jiatong HouSurgical Intensive Care Unit, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
Zhan ShiDepartment of Critical Care Medicine, Beijing Hospital, Beijing, China.
Xiao LiDepartment of Critical Care Medicine, Beijing Jishuitan Hospital, Beijing, China.
Jiahui ZhangDepartment of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China.
Guoyu ZhaoDepartment of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China.
Xianli LeiDepartment of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China.
Yawen XieDepartment of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China.
Yuefu WangSurgical Intensive Care Unit, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
Hao WangDepartment of Critical Care Medicine, Beijing Jishuitan Hospital, Beijing, China.
Zhigang ChangDepartment of Critical Care Medicine, Beijing Hospital, Beijing, China.
Na CuiDepartment of Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

FrailtyLymphocyte SubsetsSepsisAgedAged, 80 and overFemaleHumansLymphocyte CountMalePrognosisProspective Studieselderlyfrailtylymphocytesnatural killer cellssepsis

Identifiers

PMID40740787
PMCPMC12307218

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.