Evidence map›Paper›PMID 41350322›Full record

ArticleScientific reports2025

Lymphocyte trajectories as prognostic indicators in intracerebral hemorrhage: a MIMIC-IV cohort study.

Zongren Zhao, Luming Wei, Xiaoming Li, Huiying Guo

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Zongren Zhao *Department of Neurology, Ulm University, 89081, Ulm, Germany.
Luming Wei *Department of Digital Oral Diagnosis and Treatment Center, The Affiliated Stomatological Hospital of Xuzhou Medical University, 130 Huaihai West Road, Xuzhou, 221003, People's Republic of China.
Xiaoming LiDepartment of Oral Implantology, The Affiliated Stomatological Hospital of Xuzhou Medical University, 130 Huaihai West Road, Xuzhou, 221003, People's Republic of China. shuiming99@126.com.
Huiying GuoDepartment of Oral Implantology, The Affiliated Stomatological Hospital of Xuzhou Medical University, 130 Huaihai West Road, Xuzhou, 221003, People's Republic of China. 2530409765@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To examine the association between lymphocyte count trajectories and clinical outcomes in patients with spontaneous intracerebral hemorrhage (ICH) using data from the MIMIC-IV database. Patients with spontaneous ICH and at least two lymphocyte count measurements within the first 7 days of ICU admission were identified from the MIMIC-IV database. Latent growth mixture modeling was used to determine distinct lymphocyte trajectory groups. Kaplan-Meier survival curves and Cox proportional hazards models were employed to assess associations with mortality. Clinical characteristics and ICU length of stay were also compared between trajectory classes. A total of 841 patients were included. Two distinct lymphocyte trajectory classes were identified: Class 1 ("Increasing lymphocyte count") and Class 2 ("Decreasing lymphocyte count"). Kaplan-Meier analysis revealed significantly lower survival in Class 2 (p = 0.00046). Cox regression confirmed a higher mortality risk in Class 2 compared to Class 1. Patients in Class 2 also had significantly longer ICU stays (mean: 29.83 vs. 18.34 days, p < 0.01) and worse clinical outcomes. Subgroup analyses indicated that age, sex, BMI, diabetes status, and Glasgow Coma Scale (GCS) scores were associated with trajectory classification and mortality risk. Lymphocyte count trajectories are prognostically significant in patients with ICH. A decreasing lymphocyte trend is associated with higher mortality and prolonged ICU stays. Early identification of these patterns may improve risk stratification and guide targeted interventions. Further studies should explore underlying mechanisms.

Indexed as

Cerebral HemorrhageLymphocytesAgedCohort StudiesFemaleHumansIntensive Care UnitsKaplan-Meier EstimateLength of StayLymphocyte CountMaleMiddle AgedPrognosisProportional Hazards ModelsIntracerebral hemorrhageLymphocyteMIMIC-IVMortalityTrajectory analysis

Identifiers

PMID41350322
PMCPMC12680634

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.