Evidence map›Paper›PMID 42216139›Full record

ArticleBMC neurology2026

Predictors of in-hospital case-fatality in patients with stroke at the National Hospital of the Kyrgyz Republic: a retrospective cohort study.

Hyejin Choi, Jaewook Choi, Chubak Maksatbekov, Bakyt Tologonov, Kyunghee Kim

Abstract read
In one paragraph

Article in BMC neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Hyejin ChoiDepartment of Public Health, Graduate School, Korea University, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, South Korea.
Jaewook ChoiDepartment of Preventive Medicine, College of Medicine, Korea University, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, South Korea.
Chubak MaksatbekovNational Hospital of the Kyrgyz Republic, Togolok Moldo 1, Bishkek, 720040, Kyrgyz Republic.
Bakyt TologonovNational Hospital of the Kyrgyz Republic, Togolok Moldo 1, Bishkek, 720040, Kyrgyz Republic. Bakyt-tologonov@mail.ru.
Kyunghee KimInstitute for Environmental Health, Korea University, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, South Korea. kyonghee80@korea.ac.kr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStroke-related mortality remains disproportionately high in Central Asia, with Kyrgyz Republic among the most affected countries. However, evidence on predictors of in-hospital death in this setting remains limited, particularly for comparative analyses of ischemic and hemorrhagic stroke. Identifying context-specific determinants of in-hospital death is essential for informing targeted strategies to improve acute stroke care and outcomes in resource-constrained health systems.

methodsThis retrospective cohort study included 1,259 patients with stroke (1,033 ischemic and 226 hemorrhagic) admitted in 2024 to the Neurology Department No. 2 of the National Hospital of the Kyrgyz Republic. Sociodemographic, lifestyle, medical and admission-related characteristics were extracted. Multivariable logistic regression was applied separately to ischemic and hemorrhagic stroke to identify independent predictors of in-hospital case-fatality.

resultsIn-hospital case-fatality was 9.6% for ischemic and 21.7% for hemorrhagic stroke. In ischemic stroke, high Modified Early Warning Score (MEWS) (aOR = 75.1, 95% CI 29.18-193.21) and medium MEWS (aOR = 12.5, 95% CI 6.54-23.95) were strongest predictors of in-hospital case-fatality. Higher risk was noted among Bishkek residents (aOR = 4.2, 95% CI 1.72-9.94), those with prior myocardial infarction (aOR = 2.1, 95% CI 1.05-4.18) and ambulance admissions (aOR = 2.9, 95% CI 1.16-6.97). Overweight (aOR = 0.5, 95% CI 0.25-0.98) and hyperlipidemia (aOR = 0.5, 95% CI 0.26-0.84) were inversely associated with in-hospital case-fatality. In hemorrhagic stroke, high (aOR = 51.3, 95% CI 12.73-206.73) and medium (aOR = 7.5, 95% CI 2.23-25.40) MEWS, female sex (aOR = 2.8, 95% CI 1.09-7.36) and prior myocardial infarction (aOR = 5.94, 95% CI 1.45-24.29) increased case-fatality.

conclusionThis study provides early real-world, hospital-based evidence on predictors of in-hospital case-fatality among stroke patients in the Kyrgyz Republic. Early physiological risk stratification and targeted interventions for high-risk groups could improve outcomes and guide stroke care in low- and middle-income country settings.

Indexed as

Hemorrhagic StrokeHospital MortalityIschemic StrokeStrokeAgedAged, 80 and overCohort StudiesFemaleHumansKyrgyzstanMaleMiddle AgedRetrospective StudiesRisk FactorsAsia, centralHospital mortalityKyrgyz RepublicRetrospective studiesRisk factorsStrokeSustainable development goalsTertiary care centers

Identifiers

PMID42216139
PMCPMC13366716

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.