Objective To investigate the predictive efficacy of the non-high-density lipoprotein cholesterol/high-density lipoprotein cholesterol ratio (NHHR) on the thickening of carotid intima-media thickness (CIMT) in patients with type 2 diabetes mellitus (T2DM). Methods A total of 360 patients with T2DM in our hospital from July 2022 to May 2024 were selected as the research subjects. According to whether they developed thickening of CIMT, they were divided into the simple T2DM group (n=208) and the CIMT thickening group (n=152). Compare the general data and NHHR of the two groups, analyze the correlations between each indicator and the thickening of CIMT, analyze the influencing factors of CIMT thickening in patients with T2DM, and analyze the predictive value of NHHR for CIMT thickening in patients with T2DM. Results The CIMT thickening group had higher levels of total cholesterol (TC), duration of T2DM, non-high-density lipoprotein cholesterol (non-HDL-C), hemoglobin A1c (HbA1c), high-density lipoprotein cholesterol (HDL-C), and NHHR compared to the simple T2DM group, the low-density lipoprotein cholesterol (LDL-C) was lower in the CIMT thickening group than in the simple T2DM group. The course of T2DM, non-HDL-C, HbA1c, NHHR, TC, HDL-C are positively correlated with CIMT thickening, while LDL-C is negatively correlated with CIMT thickening; after adjusting for T2DM duration, non-HDL-C, and HbA1c, NHHR remained an influencing factor for the thickening of CIMT in T2DM patients; the areas under the curve for non-HDL-C, HDL-C, and NHHR in predicting the thickening of CIMT in patients were 0.705, 0.846, and 0.895 respectively, and the predictive efficacy of NHHR was significantly higher than that of HDL-C. Conclusion The increase in NHHR in patients with T2DM is associated with the thickening of CIMT. Compared with non-HDL-C and HDL-C alone, NHHR has a higher predictive efficacy in predicting the thickening of CIMT in patients.
Key words
non-high-density lipoprotein cholesterol /
type 2 diabetes /
high-density lipoprotein cholesterol /
carotid intima-media thickness /
thickening /
prediction
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References
[1] GBD 2021 DIABETES COLLABORATORS. Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021BD 2021 DIABETES COLLABORATORS. Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021[J]. Lancet, 2023, 402(10397): 203-234.
[2] STRATI M, MOUSTAKI M, PSALTOPOULOU T, et al.Early onset type 2 diabetes mellitus: an update[J]. Endocrine, 2024, 85(3): 965-978.
[3] 洪晓芳, 许婉婷, 陈兴淞, 等.2型糖尿病患者颈动脉内膜中层厚度与心脏舒张功能不全的相关性[J]. 中国医师杂志, 2021, 23(11): 1623-1627.
[4] 中华医学会心血管病学分会动脉粥样硬化与冠心病学组, 中华心血管病杂志编辑委员会. 超高危动脉粥样硬化性心血管疾病患者血脂管理中国专家共识[J]. 中华心血管病杂志, 2020, 48(4): 280-286.
[5] HOOGEVEEN RC, BALLANTYNE CM.Residual cardiovascular risk at low LDL: remnants, lipoprotein (a), and inflammation[J]. Clin Chem, 2021, 67(1): 143-153.
[6] LI C, ZHANG Y, MEI L, et al.Discordantly high Apo B with LDL-C or non-HDL-C in relation to presence and burden of cerebral atherosclerotic plaques[J]. J Clin Lipidol, 2023, 17(4): 519-528.
[7] YU B, LI M, YU Z, et al.The non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) as a predictor of all-cause and cardiovascular mortality in US adults with diabetes or prediabetes: NHANES 1999-2018[J]. BMC Med, 2024, 22(1): 317.
[8] 中华医学会糖尿病学分会. 中国2型糖尿病防治指南 (2020年版)[J]. 中华糖尿病杂志, 2021, 13(4): 315-409.
[9] 中国高血压防治指南修订委员会, 高血压联盟 (中国, 中华医学会心血管病学分会中国医师协会高血压专业委员会), 中国医疗保健国际交流促进会高血压分会, 等. 中国高血压防治指南 (2018年修订版)[J]. 中国心血管杂志, 2019, 24(1): 24-56.
[10] LI Z, REN Y, JIANG F, et al.Unveiling biomarkers via plasma metabolome profiling for diabetic macrovascular and microvascular complications[J]. Cardiovasc Diabetol, 2025, 24(1): 341.
[11] TAKASE M, NAKAYA N, NAKAMURA T, et al.Carotid intima media thickness and risk factor for atherosclerosis: tohoku medical megabank community-based cohort study[J]. J Atheroscler Thromb, 2023, 30(10): 1471-1482.
[12] LIAO M, CHEN S, GUO R.Association between carotid ultrasonographic parameters and microvascular and macrovascular complications in diabetes: a systematic review and meta-analysis[J]. J Diabetes Complications, 2023, 37(8): 108554.
[13] 赵海燕, 蔡长霞, 赵文玲.2型糖尿病患者血尿酸、总胆红素、单核细胞/高密度脂蛋白胆固醇比值与颈动脉内膜中层厚度相关性的研究[J]. 中国糖尿病杂志, 2025, 33(02): 114-118.
[14] GAVRIL OI, ADAM CA, STAMATE TC, et al.Fetuin-a as a link between dyslipidemia and cardiovascular risk in type 2 diabetes: a metabolic insight for clinical practice[J]. Biomedicines, 2025, 13(9): 2098.
[15] LIU J, FU Q, SU R, et al.Association between nontraditional lipid parameters and the risk of type 2 diabetes and prediabetes in patients with nonalcoholic fatty liver disease: from the national health and nutrition examination survey 2017-2020[J]. Front Endocrinol , 2024, 15: 1460280.
[16] LUO Y, PENG D.Residual atherosclerotic cardiovascular disease risk: focus on non-high-density lipoprotein cholesterol[J]. J Cardiovasc Pharmacol Ther, 2023, 28: 10742484231189597.
[17] PAN J, LI C, ZHANG J, et al.Association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and diabetic kidney disease in patients with diabetes in the United States: a cross-sectional study[J]. Lipids Health Dis, 2024, 23(1): 317.
[18] WU F, JACOBS DR JR, DANIELS SR, et al.Non-high-density lipoprotein cholesterol levels from childhood to adulthood and cardiovascular disease events[J]. JAMA, 2024, 331(21): 1834-1844.
[19] ZIEMAN SJ, KAMINENI A, IX JH, et al.Hemoglobin A1c and arterial and ventricular stiffness in older adults[J]. PLoS One, 2012, 7(10): e47941.
[20] YOU S, ZHENG D, WANG Y, et al.Healthy lifestyle factors and combined macrovascular and microvascular events in diabetes patients with high cardiovascular risk: results from ADVANCE[J]. BMC Med, 2025, 23(1): 87.
[22] TERAMOTO T, SASAKI J, ISHIBASHI S, et al.Cardiovascular disease risk factors other than dyslipidemia. Executive summary of the Japan Atherosclerosis Society (JAS) guidelines for the diagnosis and prevention of atherosclerotic cardiovascular diseases in Japan-2012 version[J]. J Atheroscler Thromb, 2013, 20(10): 733-742.
[23] 王增武, 刘静, 李建军, 等. 中国血脂管理指南 (2023年)[J]. 中国循环杂志, 2023, 38(03): 237-271.
[24] ZHAO Z, WANG H, HOU Q, et al.Non-traditional lipid parameters as potential predictors of carotid plaque vulnerability and stenosis in patients with acute ischemic stroke[J]. Neurol Sci, 2023, 44(3): 835-843.
[25] MAO Q, ZHAO J, ZHAO X.Association of non-HDL-C-to-HDL-C ratio with coronary lesions and its prognostic performance in first-onset NSTEMI[J]. Biomark Med, 2023, 17(1): 29-39.
[26] LIU X, ZHANG Y, LUO D, et al.Association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and cardiometabolic multimorbidity among middle-aged and older adults in China[J]. BMC Public Health, 2025, 25(1): 570.