Evidence map›Paper›PMID 41622187›Full record

ArticleLipids in health and disease2026

Associations of insulin resistance-related indices with incident carotid plaques by cardiovascular risk profiles: a prospective cohort study.

Peiyao Liu, Hailing Wang, Xu Han, Ruichun Jin, Jiao Li, Shiqing Song, Weihua Zhao, Yanan Song, Yongli Pan, Xiaotong Ma and 3 more

Abstract read
In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Peiyao Liu *Department of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Hailing Wang *Department of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Xu HanDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Ruichun JinDepartment of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, 250012, P. R. China.
Jiao LiDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Shiqing SongDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Weihua ZhaoDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Yanan SongDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Yongli PanDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Xiaotong MaDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Xiang WangDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China.
Chengxuan QiuDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China. chengxuan.qiu@ki.se.
Qinjian SunDepartment of Neurology, Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Shandong Provincial Hospital affiliated to Shandong First Medical University, No. 324 Jingwu Weiqi Road, Jinan, Shandong, 250021, P. R. China. sqj1210@163.com.

Funding

Jinan Science and Technology Bureau 201704101National Natural Science Foundation of China 81971128National Natural Science Foundation of China 82201477Swedish Foundation for International Cooperation in Research and Higher Education CH2019-8320the Department of Science and Technology of Shandong Province ZR2017MH114the Department of Science and Technology of Shandong Province ZR2020QH109the Department of Science and Technology of Shandong Province ZR2022LSW010the Department of Science and Technology of Shandong Province ZR2023QH371Vetenskapsrådet 2017-05819
6 · The paper itself

Abstract

backgroundEvidence has linked insulin resistance (IR) with atherosclerotic disorders, but their relationship by different cardiovascular risk profiles remains indistinct. We sought to explore the associations of triglyceride-glucose (TyG) index and C-reactive protein-triglyceride glucose index (CTI), two reliable surrogates for IR, with incident carotid plaques in a rural Chinese population, while taking into account cardiovascular risk profiles.

methodsA total of 929 participants who were aged ≥ 40 years and free of carotid plaques at baseline in 2017 were recruited from participants of the Rose Asymptomatic Intracranial Artery Stenosis (RICAS) cohort. The presence of incident carotid plaques was assessed using B-mode ultrasound at the follow-up in 2021. TyG index and CTI were calculated from triglycerides, fasting plasma glucose, and hypersensitive C-reactive protein. Logistic regression models were used to explore the association of IR surrogates with incident carotid plaques.

resultsOver a median follow-up period of 3.92 years, 190 (20.45%) participants were detected with incident carotid plaques. A higher TyG index and a higher CTI were significantly associated with an increased risk of incident carotid plaques in the total sample, and among participants with low-density lipoprotein cholesterol (LDL-C) < 2.6 mmol/L or those with low-to-intermediate atherosclerotic cardiovascular disease (ASCVD) risk. Furthermore, among participants with LDL-C < 2.6 mmol/L, TyG index and CTI were significantly associated with incident carotid plaques only in males (p for interactions < 0.05).

conclusionsElevated TyG index and CTI, indicators of insulin resistance, are associated with incident carotid plaques even among individuals with low cardiovascular risk profiles. These findings have potential implications for primary prevention of atherosclerotic disorders among populations with low cardiovascular risks.

trial registrationURL: https://www.chictr.org.cn ; Unique identifier: ChiCTR1800017197; Registration Date: July 17, 2018.

Indexed as

Cardiovascular DiseasesCarotid StenosisInsulin ResistanceAdultAgedBlood GlucoseCholesterol, LDLC-Reactive ProteinFemaleHeart Disease Risk FactorsHumansIncidenceMaleMiddle AgedProspective StudiesRisk FactorsBlood GlucoseCholesterol, LDLC-Reactive ProteinTriglyceridesAtherosclerotic cardiovascular disease riskCarotid plaquesCohort studyInsulin resistanceLow-density lipoprotein cholesterol

Identifiers

PMID41622187
PMCPMC12954895

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.