Evidence map›Paper›PMID 41846670›Full record

ArticleCureus2026

Stroke as the Leading Cause of Death in Rural Ludhiana, India: A Verbal Autopsy From the Population-Based Rural Stroke Registry of Ludhiana.

Shavinder Singh, Clarence J Samuel, Deepshikha Kamra, Melkey S Bunyan, Ranjit Injety, Jeyaraj D Pandian

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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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

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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

1 citing paper in PubMed.

  1. Review
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

6 authors.

Shavinder SinghDepartment of Community Medicine, Christian Medical College and Hospital, Ludhiana, IND.
Clarence J SamuelDepartment of Community Medicine, Christian Medical College and Hospital, Ludhiana, IND.
Deepshikha KamraDepartment of Community Medicine, Christian Medical College and Hospital, Ludhiana, IND.
Melkey S BunyanDepartment of Neurology, Christian Medical College Ludhiana, Ludhiana, IND.
Ranjit InjetyDepartment of Neurology, Christian Medical College and Hospital, Ludhiana, IND.
Jeyaraj D PandianDepartment of Neurology, Christian Medical College Ludhiana, Ludhiana, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction Stroke is the second leading cause of global mortality, with a disproportionately high burden in low- and middle-income countries (LMICs). In regions with limited medical certification of death, verbal autopsy (VA) serves as a critical tool for determining the cause-of-death distribution. This study aimed to determine the stroke mortality in rural Ludhiana, Punjab, India. Materials and methods A prospective, population-based study was conducted between December 2016 and November 2018 across two rural blocks in Ludhiana (Pakhowal and Sidhwan Bet), covering a total population of 236,266. Frontline health workers identified all-cause mortality, followed by home-based VA. To ensure data integrity and minimize misclassification, two independent neurologists adjudicated stroke deaths using World Health Organization (WHO) standards and Indian Council of Medical Research (ICMR) VA tools, with a third expert resolving discrepancies. We cross-referenced registry data with municipal corporation and maintained consistency through monthly field audits and random interview re-evaluations. Cause-specific mortality fractions (CSMF), crude stroke mortality rates (CSMR), and age-standardized mortality rates (ASMR) were calculated. Results A total of 1,182 deaths were recorded, of which stroke was identified as the leading cause, accounting for 262 (22.2%) deaths. This represents a CSMF of 22.2% (95% confidence interval {CI}: 19.8-24.5). The annualized crude stroke mortality rate was 55.4 per 100,000 (95% CI: 48.9-62.5). While men had a higher crude rate (57.4), women exhibited a higher CSMF (24.7% versus 20.5%). After adjusting for the age distribution of the population using the WHO World Standard, the annualized ASMR was 29.7 per 100,000 person-years (95% CI: 26.1-33.4). Hypertension (214, 81.7%) and diabetes (89, 34.0%) were the most prevalent risk factors. Alarmingly, 219 (83.6%) of stroke deaths occurred within 30 days of symptom onset, with 126 (48.1%) occurring within the first seven days. Conclusion Stroke has emerged as the leading cause of death in rural Ludhiana, accounting for 262 (22.2%) of all mortality. While VA-based diagnosis carries inherent recall limitations, our rigorous adjudication protocol provides a reliable estimate of this burden. The high acute mortality rate, coupled with a 214 (81.7%) prevalence of uncontrolled hypertension, reveals critical gaps in both primary prevention and hyperacute care. These findings highlight an urgent need for integrated public health strategies, specifically focusing on community awareness and the implementation of "hub-and-spoke" acute care pathways to mitigate this rising epidemic.

Indexed as

cause of deathepidemiology and public healthhypertensionrural indiastrokestroke mortalityverbal autopsy

Identifiers

PMID41846670
PMCPMC12990953

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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.