Evidence map›Paper›PMID 40171237›Full record

ArticleJournal of multidisciplinary healthcare2025

Association Between Triglyceride and Incident Diabetes Mellitus: A Secondary Retrospective Analysis Based on a Chinese Cohort Study.

Hui Peng, Bin Wang, Wei Yang, Rui Jia, Youlian Luo, Weifeng Chen

Abstract read
In one paragraph

Article in Journal of multidisciplinary healthcare, 2025. 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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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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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.

Hui PengDepartment of General Practice, Shenzhen second People's Hospital (The First Affiliated of Shenzhen University), Shenzhen, Guangdong, 518000, People's Republic of China.
Bin WangDepartment of General Practice, Shenzhen second People's Hospital (The First Affiliated of Shenzhen University), Shenzhen, Guangdong, 518000, People's Republic of China.
Wei YangDepartment of General Practice, Shenzhen second People's Hospital (The First Affiliated of Shenzhen University), Shenzhen, Guangdong, 518000, People's Republic of China.
Rui JiaDepartment of General Practice, Shenzhen second People's Hospital (The First Affiliated of Shenzhen University), Shenzhen, Guangdong, 518000, People's Republic of China.
Youlian LuoDepartment of General Practice, Shenzhen second People's Hospital (The First Affiliated of Shenzhen University), Shenzhen, Guangdong, 518000, People's Republic of China.
Weifeng ChenDepartment of General Practice, Shenzhen second People's Hospital (The First Affiliated of Shenzhen University), Shenzhen, Guangdong, 518000, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The association between triglyceride(TG) levels and the risk of diabetes mellitus (DM) continues to be a subject of considerable interest and debate within the scientific community. To date, there has been a lack of studies specifically examining this relationship within the Chinese population. This study seeks to elucidate the correlation between TG levels and the incidence of DM among the Chinese demographic. Methods: This study constitutes a secondary analysis of a retrospective cohort investigation comprising 202,888 Chinese participants who were free of DM at baseline and were subsequently followed from 2010 to 2016. Cox regression method and sensitivity analyses were used to examine the relationship between TG levels and DM. To examine the potential non-linear relationship between TG levels and the incidence of DM, Cox proportional hazards regression incorporating cubic spline functions and smooth curve fitting was employed. Additionally, a two-piece Cox proportional hazards regression model was utilized to identify the inflection point at which TG levels influence the risk of developing DM. Results: In participants with DM, baseline TG levels were elevated. After adjusting for confounding variables, baseline TG levels were positively associated with incident DM. (HR:1.25,95% CI:1.21-1.30,P<0.001). In addition, we conducted sensitivity analyses to ensure the results were robust. There was a 88% increase in DM risk from the top TG tertile to the bottom TG tertile.Our research discovered a significant link between TG and DM when TG levels were below 1.27 mmol/L (HR:2.35, 95% CI: 1.95-2.83,P < 0.001). Conclusion: This study shows that TG was positively and non-linearly associated with the risk of DM after adjusting for other confounding factors.Below 1.27 mmol/L, increasing TG levels greatly heighten the risk of DM, whereas above this level, the risk is lower.

Indexed as

Chineseincident diabetes mellituspositive relationshipsecondary retrospective analysistriglycerides

Identifiers

PMID40171237
PMCPMC11960458

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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.