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ArticleHypertension research : official journal of the Japanese Society of Hypertension2026

Association between the triglyceride-glucose index and arterial stiffness in adolescents: the Wakayama study.

Nobuyuki Miyai, Yan Zhang, Yukiko Sougawa, Hiroko Hayakawa, Kumiko Tsuji, Kazufumi Terada, Miyoko Utsumi, Mikio Arita

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Article in Hypertension research : official journal of the Japanese Society of Hypertension, 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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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Nobuyuki MiyaiGraduate School of Health and Nursing Science, Wakayama Medical University, Wakayama, Japan. miyain@wakayama-med.ac.jp.ORCID http://orcid.org/0000-0002-7208-4405
Yan ZhangGraduate School of Health and Nursing Science, Wakayama Medical University, Wakayama, Japan.
Yukiko SougawaGraduate School of Health and Nursing Science, Wakayama Medical University, Wakayama, Japan.
Hiroko HayakawaGraduate School of Health and Nursing Science, Wakayama Medical University, Wakayama, Japan.
Kumiko TsujiWakayama Faculty of Nursing, Tokyo Healthcare University, Wakayama, Japan.
Kazufumi TeradaFaculty of Physical Education, Tenri University, Nara, Japan.
Miyoko UtsumiGraduate School of Health and Nursing Science, Wakayama Medical University, Wakayama, Japan.
Mikio AritaSumiya Rehabilitation Hospital, Wakayama, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Insulin resistance plays an important role in early vascular dysfunction during adolescence. The triglyceride-glucose (TyG) index is a simple surrogate marker of insulin resistance. This study aimed to examine the association between the TyG index and arterial stiffness in adolescents. This cross-sectional study included 617 adolescents aged 15-18 years in a school-based setting. Arterial stiffness was assessed by brachial-ankle pulse wave velocity (baPWV) using an automated oscillometric device with appropriately sized cuffs. Blood samples were collected after an overnight fast to calculate the TyG index and the homeostasis model assessment of insulin resistance (HOMA-IR). When participants were categorized into tertiles of the TyG index, baPWV increased significantly across tertiles. This association was observed in both obese and non-obese participants. In multivariable linear regression models adjusting for age, sex, systolic blood pressure, BMI z-score, heart rate, HDL cholesterol, HbA1c, and serum uric acid, the TyG index remained independently associated with baPWV; however, this association was attenuated after further adjustment for HOMA-IR. Receiver operating characteristic curve analysis showed that the area under the curve for the TyG index was comparable to that for HOMA-IR in identifying elevated baPWV. These results suggest that the TyG index was significantly associated with arterial stiffness in adolescents, regardless of obesity status. Although its predictive performance was similar to that of HOMA-IR, the TyG index may serve as a practical marker of early vascular alterations in this population.

Indexed as

AdolescentsArterial stiffnessCardiovascular riskInsulin resistanceTyG index

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Read underepoch 390

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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.