Evidence map›Paper›PMID 39164696›Full record

ArticleBMC public health2024

Metabolic syndrome and cardiovascular disease among adult cancer patients: results from NHANES 2007-2018.

An-Bang Liu, Yu Zhang, Peng Tian, Ting-Ting Meng, Jian-Lin Chen, Dan Zhang, Yan Zheng, Guo-Hai Su

Abstract read
In one paragraph

Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Effect of combined lifestyle intervention on cardiometabolic risk in cancer survivors: A systematic review and meta-analysis of randomized controlled trials.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
  2. Article
  3. Metabolic syndrome and immune-related adverse events.Cancer immunology, immunotherapy : CII · 2026
    Article
  4. Review
  5. Article
  6. Article
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

8 authors.

An-Bang Liu *Shandong First Medical University & Shandong Academy of Medical Sciences, Huaiyin District, No.6699, Qingdao Road, Jinan, 250000, Shandong, China.
Yu Zhang *Research Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Lixia District, No.105, Jiefang Road, Jinan, 250000, Shandong, China.
Peng TianResearch Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Lixia District, No.105, Jiefang Road, Jinan, 250000, Shandong, China.
Ting-Ting MengShandong First Medical University & Shandong Academy of Medical Sciences, Huaiyin District, No.6699, Qingdao Road, Jinan, 250000, Shandong, China.
Jian-Lin ChenResearch Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Lixia District, No.105, Jiefang Road, Jinan, 250000, Shandong, China.
Dan ZhangResearch Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Lixia District, No.105, Jiefang Road, Jinan, 250000, Shandong, China.
Yan ZhengDepartment of Cardiology, Central Hospital Affiliated to Shandong First Medical University, Lixia District, No.105, Jiefang Road, Jinan, 250000, Shandong, China. 8793822@qq.com.
Guo-Hai SuShandong First Medical University & Shandong Academy of Medical Sciences, Huaiyin District, No.6699, Qingdao Road, Jinan, 250000, Shandong, China.

Funding

Internationally Standardized Tumor Immunotherapy and Key Technology Platform Construction for Clinical Trials of Drug-Induced Heart Injury 2020ZX09201025Jinan Medical Science and Technology Innovation Project 201805004Science Fund for Distinguished Young Scholars of Shandong Province ZR2021MH019
6 · The paper itself

Abstract

backgroundMetabolic syndrome (MetS) is a risk factor for cardiovascular disease (CVD), and CVD is a major challenge for cancer patients. This study aimed to investigate the prevalence and association of MetS and CVD among adult cancer patients.

methodsThis cross-sectional study included cancer patients aged > 18 years from the National Health and Nutrition Examination Survey (NHANES) from 2007 to 2018. The prevalence of MetS and CVD was calculated using weighted analysis. Multivariable logistic regression was used to assess the association between MetS and CVD.

resultsThe study included 2658 adult cancer patients, of whom 1260 exhibited MetS and 636 had CVD. The weighted prevalence of MetS and CVD in cancer patients was 45.44%, and 19.23%, respectively. Multivariable logistic regression showed a 79% increased risk in higher CVD prevalence in cancer patients with MetS, with the OR (95% CI) of 1.79 (1.31, 2.44). Notably, obesity, elevated blood pressure (BP), high glucose, and low high density lipoprotein cholesterol (HDL-C) in the MetS components were significantly associated with higher CVD prevalence after adjusting for covariates. Moreover, the risk of CVD prevalence in cancer patients increased with more MetS components. Notably, MetS was more strongly linked to CVD in patients aged < 65 and women.

conclusionsAmong adult cancer patients, over two-fifths (45.44%) were estimated to have MetS, while about one-fifth (19.23%) were considered to have CVD. Notably, obesity, elevated BP, high glucose, low HDL-C, and higher number of MetS components were found to be significantly associated with higher CVD prevalence among cancer adults. Cancer patients under 65 and women with MetS may be at increased risk of CVD.

Indexed as

Cardiovascular DiseasesMetabolic SyndromeNeoplasmsNutrition SurveysAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsUnited StatesYoung AdultAssociationCancerCardiovascular diseaseMetabolic syndromePrevalence

Identifiers

PMID39164696
PMCPMC11337603

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.