Evidence map›Paper›PMID 41731406›Full record

ArticleBMC public health2026

Connection of smoking with risks of dyslipidemia, diabetes, and hypertension among adults in Northeast China: a cross-sectional study.

Qian Zhao, Liquan Deng, Jikang Shi, Yong Li, Yi Cheng, Yawen Liu

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Article
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4 · The record

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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.

Qian Zhao *Jiangsu Province Engineering Research Center of Development and Translation of Key Technologies for Chronic Disease Prevention and Control, Suzhou Vocational Health College, Suzhou, 215009, China.
Liquan Deng *Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, 130021, China.
Jikang ShiDepartment of Clinical Nutrition, Peking University Shenzhen Hospital, Shenzhen, 518036, China.
Yong LiDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, 130021, China.
Yi ChengCardiovascular Center, The First Hospital of Jilin University, Changchun, 130021, China. chengyi@jlu.edu.cn.
Yawen LiuDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, 130021, China. ywliu@jlu.edu.cn.

Funding

the Department of Science and Technology of Jilin Province 20210101464JCthe Guangdong Basic and Applied Basic Research Foundation 2024A1515012768the Jiangsu Province Engineering Research Center of Development and Translation of Key Technologies for Chronic Disease Prevention and Control CDSGK1202508the National Natural Science Foundation of China 82373666the Science Technology Department of Suzhou SKY2022099the Suzhou Vocational Health College SZWZY202501
6 · The paper itself

Abstract

backgroundThe high smoking prevalence and growing burden of chronic metabolic diseases have been threatening public health in Northeast China. This study aimed to investigate the association of smoking/quitting status with hypertension, diabetes, and dyslipidemia in residents in Northeast China.

methodsA total of 78,674 adults aged 35-75 years old were enrolled from a cross-sectional study conducted in Northeast China in 2020. Demographic data were collected, and biochemical indices and anthropometric indices were measured. Associations of smoking/quitting status with hypertension, diabetes, and dyslipidemia were investigated using logistic regression. Restricted cubic spline analysis was performed to assess the dose-response relationship between smoking/quitting status and prevalence of dyslipidemia, diabetes, and hypertension.

resultsA total of 16,401 (20.85%) smokers, 25,805 (32.80%) adults with dyslipidemia, 16,812 (21.37%) adults with diabetes, and 33,539 (42.63%) adults with hypertension were identified in this study. The risk of diabetes, dyslipidemia, and hypertension in current heavy smokers and former heavy smokers were higher than that in never-smokers (all P < 0.001). The risk of dyslipidemia, diabetes, and hypertension elevated with the increase of cigarette amounts from "1-5 cigarettes per day" to "≥31 cigarettes per day" and smoking duration from "1-18 years" to "19-31 years". However, excluding quitting smoking for 2-3 years (OR = 1.30, 95% CI: 1.01-1.67, P = 0.041) and 7-20 years (OR = 1.43, 95% CI: 1.12-1.83, P = 0.004) enhancing diabetes risk, quitting duration was not associated with the risk of dyslipidemia, diabetes, and hypertension (all P > 0.05).

conclusionSmoking status, smoking amount, and smoking duration, rather than quitting duration, are associated with the risk of dyslipidemia, diabetes, and hypertension among adults in Northeast China.

Indexed as

Diabetes MellitusDyslipidemiasHypertensionSmokingAdultAgedChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsSmoking CessationDiabetesDyslipidemiaHypertensionSmoking

Identifiers

PMID41731406
PMCPMC13037098

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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.