Evidence mapPaperPMID 41535334Full record

ArticleScientific reports2026

Short-term effects of haze exposure on clinical and subclinical cardiovascular indicators among adults in Nanjing.

Bei-Jing Cheng, Ming Xie, Han Chen, Nan Jiang, Xin-Yi Zhu, Hilary Bambrick, Michael Tong, Ran Liu

Abstract read
In one paragraph

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

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Bei-Jing ChengKey Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing, Jiangsu, China.
Ming XieNorth China Petroleum Bureau General Hospital, Renqiu, Hebei, China.
Han ChenKey Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing, Jiangsu, China.
Nan JiangKey Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing, Jiangsu, China.
Xin-Yi ZhuThe Health Management Center, Zhongda Hospital, Southeast University, Nanjing, Jiangsu, China.
Hilary BambrickNational Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, 2601, Australia.
Michael TongNational Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, 2601, Australia. Michael.Tong@anu.edu.au.
Ran LiuKey Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing, Jiangsu, China. ranliu@seu.edu.cn.

Funding

Medical Research Project of North China Petroleum Bureau General Hospital zyy-yj2024-001National Natural Science Foundation of China 82574047Postgraduate Research & Practice Innovation Program of Jiangsu Province KYCX230333
6 · The paper itself

Abstract

Haze has remained a persistent environmental issue in Nanjing, exhibiting notable temporal variation. Emerging evidence suggests that haze weather contributes to elevated cardiovascular mortality, yet the underlying mechanisms remain unclear. We analyzed annual trends in haze days in Nanjing from 2005 to 2023 and found that the number of haze days decreased mainly during the warm season, while levels remained high during the cold season. Further, we analyzed 103,833 health examination records from local hospital (2019-2023) focusing on 12 cardiovascular indicators in relation to haze exposure. We employed a linear mixed effects model combined with a distributed lag nonlinear model to evaluate the associations. Stratified analyses were conducted based on demographic characteristics including sex, age, body mass index (BMI), diabetes and hypertension. Significant associations were observed for most cardiovascular indicators at lags 0-2 days, peaked at lags 3-5 days, and weakened at lags 6-7 days. Significant cumulative percentage changes were observed in several cardiovascular indicators over lag 0-7 days, including blood pressure (0.55%-1.10%), systemic inflammation markers (1.47%-2.10%), hematocrit (0.65%), homocysteine (4.33%), and myocardial injury enzymes (4.18%-8.62%). Increasing haze intensity was associated with a higher risk of all cardiovascular indicators. Stratified analyses revealed that males, individuals aged ≥ 50, those with higher BMI, and those with hypertension were more vulnerable to haze exposure. The haze during the cold season remains a significant public health concern in Nanjing, as even short-term exposure can significantly alter both clinical and subclinical cardiovascular indicators, including elevated blood pressure, acute systemic inflammation, increased blood viscosity, and myocardial injury.

Indexed as

Air PollutantsAir PollutionCardiovascular DiseasesEnvironmental ExposureAdultBiomarkersBlood PressureChinaFemaleHumansMaleMiddle AgedSeasonsAir PollutantsBiomarkersCardiovascular indicatorsEffect modificationHazeHealth examination recordsTemporal trend

Identifiers

PMID41535334
PMCPMC12816725

What Socratic holds

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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.