Evidence map›Paper›PMID 42534624›Full record

ArticleFrontiers in nutrition2026

Triglyceride-glucose index, CKM stage, and absolute benefit of intensive blood pressure control: a

Na Li, Quan Yuan, Zhixin Yang, Wenli Cheng

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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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0citing papers 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Na LiThe Second Department of Healthcare, China-Japan Friendship Hospital, Beijing, China.
Quan YuanDepartment of Information Systems and Operations Management, Ball State University, Muncie, IN, United States.
Zhixin YangDepartment of Mathematical Sciences, Ball State University, Muncie, IN, United States.
Wenli ChengCentre of Hypertension, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Intensive blood pressure control reduces cardiovascular events and all-cause mortality in SPRINT, but absolute benefit varies by baseline characteristics. The triglyceride-glucose (TyG) index may provide additional descriptive information within the cardiovascular-kidney-metabolic (CKM) staging framework. Methods: We performed a Results: Among 9,323 TyG-calculable participants, 8,036 were included in the main complete-case cohort; 1,282 remained unclassified by the CKM algorithm. Intensive blood pressure treatment reduced the primary composite outcome (HR 0.73, 95% CI 0.63-0.86) and all-cause death (HR 0.81, 95% CI 0.67-0.98). Formal testing showed nominal evidence that the treatment effect on all-cause death varied by TyG ( Conclusion: In SPRINT, TyG and CKM stage jointly described exploratory gradients in absolute benefit from intensive blood pressure treatment, particularly for all-cause death. Because analyses requiring CKM stage assignment excluded unclassified participants and formal interaction evidence was limited, these findings should be interpreted as hypothesis-generating absolute-risk stratification rather than as a treatment-selection rule.

Indexed as

absolute risk reductioncardiovascular-kidney-metabolic (CKM)intensive blood pressure controlserious adverse eventsSPRINTtriglyceride-glucose index

Identifiers

PMID42534624
PMCPMC13421407

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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.