Association between Non-HDL-C/HDL-C Ratio and Carotid Intima–Media Thickness in Post-Menopausal Women
Abstract
:1. Introduction
2. Materials and Methods
Statistical Analysis
3. Results
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Novella, S.; Dantas, A.P.; Segarra, G.; Medina, P.; Hermenegildo, C. Vascular aging in women: Is estrogen the fountain of youth? Front. Physiol. 2012, 3, 165. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Borén, J.; Chapman, M.J.; Krauss, R.M.; Packard, C.J.; Bentzon, J.F.; Binder, C.J.; Daemen, M.J.; Demer, L.L.; Hegele, R.A.; Nicholls, S.J.; et al. Low-density lipoproteins cause atherosclerotic cardiovascular disease: Pathophysiological, genetic, and therapeutic insights: A consensus statement from the European Atherosclerosis Society Consensus Panel. Eur. Heart J. 2020, 41, 2313–2330. [Google Scholar] [CrossRef] [PubMed]
- Dhindsa, D.S.; Sandesara, P.B.; Shapiro, M.D.; Wong, N.D. The Evolving Understanding and Approach to Residual Cardiovascular Risk Management. Front. Cardiovasc. Med. 2020, 7, 88. [Google Scholar] [CrossRef] [PubMed]
- Gentile, M.; Iannuzzi, A.; Iannuzzo, G.; Covetti, G.; Panico, S.; Mattiello, A.; De Michele, M.; Rubba, P. Relation of body mass index with carotid intima-media thickness and diameter is independent of metabolic syndrome in postmenopausal Mediterranean women. Menopause 2012, 19, 1104–1108. [Google Scholar] [CrossRef]
- Mitrakou, A. Women’s health and the metabolic syndrome. Ann. N. Y. Acad. Sci. 2006, 1092, 33–48. [Google Scholar] [CrossRef]
- Giampaoli, S.; Stamler, J.; Donfrancesco, C.; Panico, S.; Vanuzzo, D.; Cesana, G.; Mancia, G.; Pilotto, L.; Mattiello, A.; Chiodini, P.; et al. Progetto CUORE Research Group. The metabolic syndrome: A critical appraisal based on the CUORE epidemiologic study. Prev. Med. 2009, 48, 525–531. [Google Scholar] [CrossRef]
- Nordestgaard, B.G.; Wootton, R.; Lewis, B. Selective retention of VLDL, IDL, and LDL in the arterial intima of genetically hyperlipidemic rabbits in vivo. Molecular size as a determinant of fractional loss from the intima-inner media. Arterioscler. Thromb. Vasc. Biol. 1995, 15, 534–542. [Google Scholar] [CrossRef]
- Tabas, I.; Williams, K.J.; Borén, J. Subendothelial lipoprotein retention as the initiating process in atherosclerosis: Update and therapeutic implications. Circulation 2007, 116, 1832–1844. [Google Scholar] [CrossRef]
- Gentile, M.; Iannuzzi, A.; Giallauria, F.; D’Andrea, A.; Venturini, E.; Pacileo, M.; Covetti, G.; Panico, C.; Mattiello, A.; Vitale, G.; et al. Association between Very Low-Density Lipoprotein Cholesterol (VLDL-C) and Carotid Intima-Media Thickness in Postmenopausal Women without Overt Cardiovascular Disease and on LDL-C Target Levels. J. Clin. Med. 2020, 9, 1422. [Google Scholar] [CrossRef]
- Gentile, M.; Iannuzzo, G.; Mattiello, A.; Marotta, G.; Iannuzzi, A.; Panico, S.; Rubba, P. Association between Lp (a) and atherosclerosis in menopausal women without metabolic syndrome. Biomark. Med. 2016, 10, 397–402. [Google Scholar] [CrossRef]
- Iannuzzi, A.; Gentile, M.; Iannuzzo, G.; Covetti, G.; Panico, C.; Mattiello, A.; La Fata, E.; D’Elia, L.; Michele, M.; Rubba, P. Atherogenic lipoprotein subfractions and carotid atherosclerosis in menopausal women. Angiology 2018, 69, 666–671. [Google Scholar] [CrossRef] [PubMed]
- Pignoli, P.; Tremoli, E.; Poli, A.; Oreste, P.; Paoletti, R. Intimal plus medial thickness of the arterial wall: A direct measurement with ultrasound imaging. Circulation 1986, 74, 1399–1406. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- O’Leary, D.H.; Polak, J.F.; Kronmal, R.A.; Manolio, T.A.; Burke, G.L.; Wolfson, S.K., Jr. Carotid-artery intima and media thickness as a risk factor for myocardial infarction and stroke in older adults. N. Engl. J. Med. 1999, 340, 14–22. [Google Scholar] [CrossRef] [PubMed]
- Lorenz, M.W.; Markus, H.S.; Bots, M.L.; Rosvall, M.; Sitzer, M. Prediction of clinical cardiovascular events with carotid intima-media thickness: A systematic review and meta-analysis. Circulation 2007, 115, 459–467. [Google Scholar] [CrossRef] [Green Version]
- Chambless, L.E.; Heiss, G.; Folsom, A.R.; Rosamond, W.; Szklo, M.; Sharrett, A.R.; Clegg, L.X. Association of coronary heart disease incidence with carotid arterial wall thickness and major risk factors: The Atherosclerosis Risk in Communities (ARIC) study, 1987–1993. Am. J. Epidemiol. 1997, 146, 483–494. [Google Scholar] [CrossRef] [PubMed]
- Willeit, P.; Tschiderer, L.; Allara, E.; Reuber, K.; Seekircher, L.; Gao, L.; Liao, X.; Lonn, E.; Gerstein, H.C.; Yusuf, S.; et al. PROG-IMT and the Proof-ATHERO Study Groups. Carotid Intima-Media Thickness Progression as Surrogate Marker for Cardiovascular Risk: Meta-Analysis of 119 Clinical Trials Involving 100 667 Patients. Circulation 2020, 142, 621–642. [Google Scholar] [CrossRef]
- Panico, S.; Dello Iacovo, R.; Celentano, E.; Galasso, R.; Muti, P.; Salvatore, M.; Mancini, M. Progetto ATENA, a study on the etiology of major chronic diseases in women: Design, rationale and objectives. Eur. J. Epidemiol. 1992, 8, 601–608. [Google Scholar] [CrossRef]
- Gentile, M.; Panico, S.; Mattiello, A.; Ubaldi, S.; Iannuzzo, G.; De Michele, M.; Iannuzzi, A.; Rubba, P. Association between small dense LDL and early atherosclerosis in a sample of menopausal women. Chim. Acta 2013, 426. [Google Scholar] [CrossRef]
- Friedewald, W.T.; Levy, R.I.; Fredrickson, D.S. Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin. Chem. 1972, 18, 499–502. [Google Scholar] [CrossRef]
- Matthews, D.R.; Hosker, J.P.; Rudenski, A.S.; Naylor, B.A.; Treacher, D.F.; Turner, R.C. Homeostasis model assessment: Insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 1985, 28, 412–419. [Google Scholar] [CrossRef] [Green Version]
- Taskinen, M.R.; Barter, P.J.; Ehnholm, C.; Sullivan, D.R.; Mann, K.; Simes, J.; Best, J.D.; Hamwood, S.; Keech, A.C. FIELD study investigators. Diabetologia 2010, 53, 1846–1855. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Holman, R.R.; Coleman, R.L.; Shine, B.S.F.; Stevens, R.J. Non-HDL cholesterol is less informative than the total-to-HDL cholesterol ratio in predicting cardiovascular risk in type 2 diabetes. Diabetes Care 2005, 28, 1796–1797. [Google Scholar] [CrossRef] [Green Version]
- Eliasson, B.; Gudbjörnsdottir, S.; Zethelius, B.; Eeg-Olofsson, K.; Cederholm, J. National Diabetes Register (NDR). LDL-cholesterol versus non-HDL-to-HDL-cholesterol ratio and risk for coronary heart disease in type 2 diabetes. Eur. J. Prev. Cardiol. 2014, 21, 1420–1428. [Google Scholar] [CrossRef]
- You, J.; Wang, Z.; Lu, G.; Chen, Z. Association between the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and the risk of coronary artery disease. BioMed Res. Int. 2020, 2020, 7146028. [Google Scholar] [CrossRef] [PubMed]
- Gentile, M.; Iannuzzo, G.; Mattiello, A.; Rubba, F.; Panico, S.; Rubba, P. Association between body shape index and small dense LDL particles in a cohort of mediterranean women: Findings from Progetto ATENA. J. Clin. Biochem. Nutr. 2017, 61, 130–134. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Anagnostis, P.; Stevenson, J.C.; Crook, D.; Johnston, D.G.; Godsland, I.F. Effects of menopause, gender and age on lipids and high-density lipoprotein cholesterol subfractions. Maturitas 2015, 81, 62–68. [Google Scholar] [CrossRef]
- Zhou, J.L.; Lin, S.Q.; Shen, Y.; Chen, Y.; Zhang, Y.; Chen, F.L. Serum lipid profile changes during the menopausal transition in Chinese women: A community-based cohort study. Menopause 2010, 17, 997–1003. [Google Scholar] [CrossRef]
- Zhao, W.; Gong, W.; Wu, N.; Li, Y.; Ye, K.; Lu, B.; Zhang, Z.; Qu, S.; Li, Y.; Yang, Y.; et al. Association of lipid profiles and the ratios with arterial stiffness in middle-aged and elderly Chinese. Lipids Health Dis. 2014, 13, 37. [Google Scholar] [CrossRef] [Green Version]
- Masson, W.; Epstein, T.; Huerín, M.; Lobo, M.; Molinero, G.; Siniawski, D. Association between non-HDL-C/HDL-C ratio and carotid atherosclerosis in postmenopausal middle-aged women. Climacteric 2019, 22, 518–522. [Google Scholar] [CrossRef]
- Kabłak-Ziembicka, A.; Przewłocki, T. Clinical Significance of Carotid Intima-Media Complex and Carotid Plaque Assessment by Ultrasound for the Prediction of Adverse Cardiovascular Events in Primary and Secondary Care Patients. J. Clin. Med. 2021, 10, 4628. [Google Scholar] [CrossRef]
- Iannuzzi, A.; Rubba, P.; Gentile, M.; Mallardo, V.; Calcaterra, I.; Bresciani, A.; Covetti, G.; Cuomo, G.; Merone, P.; Di Lorenzo, A.; et al. Carotid Atherosclerosis, Ultrasound and Lipoproteins. Biomedicines 2021, 9, 521. [Google Scholar] [CrossRef] [PubMed]
- Tang, R.; Hennig, M.; Bond, M.G.; Hollweck, R.; Mancia, G.; Zanchetti, A.; ELSA Investigators. Quality control of B-mode ultrasonic measurement of carotid artery intima-media thickness: The European Lacidipine Study on Atherosclerosis. J. Hypertens. 2005, 23, 1047–1054. [Google Scholar] [CrossRef] [PubMed]
Variables | Whole Cohort | Women without Carotid Plaques | Women with Carotid Plaques | p |
---|---|---|---|---|
n = 220 | n = 120 | n = 100 | ||
Age (years) | 63.1 ± 8.2 | 60.8 ± 8.1 | 66.1 ± 7.2 | <0.001 |
SBP (mmHg) | 143.1 ± 21.2 | 138.7 ± 20.2 | 149.0 ± 21.5 | <0.001 |
DBP (mmHg) | 81.5 ± 8.9 | 81.0 ± 9.3 | 82.0 ± 8.4 | 0.40 |
BMI (Kg/m2) | 28.1 ± 4.6 | 27.9 ± 4.6 | 28.6 ± 4.7 | 0.31 |
WC (cm) | 91.4 ± 11.1 | 90.6 ± 11.0 | 93.0 ± 11.4 | 0.12 |
Glucose (mg/dL) | 105.6 ± 25.0 | 103.4 ± 17.9 | 108.8 ± 31.8 | 0.12 |
HOMA-IR | 1.8 ± 1.3 | 1.7 ± 1.2 | 1.9 ± 1.4 | 0.20 |
Ln_HOMA-IR | 0.38 ± 0.63 | 0.36 ± 0.57 | 0.42 ± 0.69 | 0.47 |
Chol (mg/dL) | 224.5 ± 38.4 | 216.8 ± 38.2 | 233.4 ± 37.4 | 0.001 |
HDL (mg/dL) | 57.9 ± 13.6 | 58.4 ± 13.4 | 56.6 ± 13.5 | 0.32 |
Non-HDL (mg/dL) | 166.7 ± 39.7 | 158.4 ± 38.0 | 176.8 ± 39.6 | 0.001 |
non-HDL/HDL (mg/dL) | 3.1 ± 1.2 | 2.9 ± 1.2 | 3.3 ± 1.2 | 0.009 |
LDL (mg/dL) | 144.5 ± 34.4 | 137.8 ± 33.0 | 152.3 ± 34.4 | 0.002 |
TG (mg/dL) | 110.9 ± 56.7 | 102.9 ± 52.7 | 122.4 ± 60.9 | 0.012 |
Ln_TG | 4.6 ± 0.4 | 4.5 ± 0.4 | 4.7 ± 0.4 | 0.001 |
Apo-B (mg/dL) | 1.11 ± 0.22 | 1.06 ± 0.22 | 1.16 ± 0.21 | 0.001 |
Mean LDL size (nm) § | 27.6 ± 3.5 | 27.1 ± 3.3 | 27.0 ± 3.3 | 0.049 |
LDL score (% small dense LDL) § | 3.69 ± 6.1 | 3.35 ± 5.7 | 3.93 ± 6.3 | 0.289 |
VLDL-C (mg/dL) § | 29.1 ± 13.7 | 27.0 ± 12.0 | 31.7 ± 15.0 | 0.01 |
Lp(a) (mg/dL) | 23.9 ± 26.9 | 21.9 ± 26.1 | 25.4 ± 26.9 | 0.330 |
CRP (mg/L) | 2.68 ± 4.07 | 2.68 ± 4.13 | 2.65 ± 4.08 | 0.970 |
Ln_CRP | 0.41 ± 1.09 | 0.36 ± 1.14 | 0.45 ± 1.01 | 0.521 |
CC IMT-max (mm) | 1.26 ± 0.38 | 1.05 ± 0.11 | 1.52 ± 0.43 | <0.001 |
Variable | β | 95% CI | p |
---|---|---|---|
Total Chol (mg/dL) * | 0.001 | 0.000 to 0.002 | 0.13 |
LDL (mg/dL) * | 0.001 | 0.000 to 0.003 | 0.073 |
Ln-TG * | 0.109 | −0.001 to 0.220 | 0.052 |
Non-HDL/HDL (mg/dL) * | 0.039 | 0.001 to 0.076 | 0.042 |
II Tertile vs. I Tertile (Reference) | III Tertile vs I Tertile (Reference) | |||||
---|---|---|---|---|---|---|
Variable | OR | 95% Confidence Intervals | p | OR | 95% Confidence Intervals | p |
Chol (mg/dL) * | 1.89 | 0.83–4.28 | 0.12 | 1.96 | 0.89–4.35 | 0.096 |
LDL (mg/dL) * | 1.24 | 0.55–2.80 | 0.60 | 2.19 | 0.98–4.85 | 0.054 |
Non-HDL (mg/dL) * | 1.17 | 0.52–2.59 | 0.70 | 2.34 | 1.05–5.22 | 0.038 |
HDL (mg/dL) * | 0.47 | 0.20–1.09 | 0.08 | 0.36 | 0.16–0.83 | 0.017 |
Non-HDL/HDL (mg/dL) * | 1.59 | 0.71–3.57 | 0.26 | 3.47 | 1.51–8.00 | 0.003 |
Ln-TG * | 1.59 | 0.72–3.48 | 0.25 | 2.18 | 0.94–5.08 | 0.071 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Iannuzzi, A.; Giallauria, F.; Gentile, M.; Rubba, P.; Covetti, G.; Bresciani, A.; Aliberti, E.; Cuomo, G.; Panico, C.; Tripaldella, M.; et al. Association between Non-HDL-C/HDL-C Ratio and Carotid Intima–Media Thickness in Post-Menopausal Women. J. Clin. Med. 2022, 11, 78. https://doi.org/10.3390/jcm11010078
Iannuzzi A, Giallauria F, Gentile M, Rubba P, Covetti G, Bresciani A, Aliberti E, Cuomo G, Panico C, Tripaldella M, et al. Association between Non-HDL-C/HDL-C Ratio and Carotid Intima–Media Thickness in Post-Menopausal Women. Journal of Clinical Medicine. 2022; 11(1):78. https://doi.org/10.3390/jcm11010078
Chicago/Turabian StyleIannuzzi, Arcangelo, Francesco Giallauria, Marco Gentile, Paolo Rubba, Giuseppe Covetti, Alessandro Bresciani, Emilio Aliberti, Gilanluigi Cuomo, Camilla Panico, Maria Tripaldella, and et al. 2022. "Association between Non-HDL-C/HDL-C Ratio and Carotid Intima–Media Thickness in Post-Menopausal Women" Journal of Clinical Medicine 11, no. 1: 78. https://doi.org/10.3390/jcm11010078
APA StyleIannuzzi, A., Giallauria, F., Gentile, M., Rubba, P., Covetti, G., Bresciani, A., Aliberti, E., Cuomo, G., Panico, C., Tripaldella, M., Giusti, M. A., Mattina, A., & Iannuzzo, G. (2022). Association between Non-HDL-C/HDL-C Ratio and Carotid Intima–Media Thickness in Post-Menopausal Women. Journal of Clinical Medicine, 11(1), 78. https://doi.org/10.3390/jcm11010078