Lipids in Health and Disease | |
Hierarchical modelling of blood lipids’ profile and 10-year (2002–2012) all cause mortality and incidence of cardiovascular disease: the ATTICA study | |
Christos Pitsavos3  Christodoulos Stefanadis3  Dimitrios Tousoulis3  Smaragdi Antonopoulou1  Ioannis Skoumas3  Christina Chrysohoou3  Vassiliki Metaxa3  Ekavi Georgousopoulou1  Demosthenes Panagiotakos2  Tzortzis Nomikos1  | |
[1] Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece;46 Paleon Polemiston St., Glyfada 166 74, Attica, Greece;First Cardiology Clinic, School of Medicine, University of Athens, Athens, Greece | |
关键词: Epidemiology; Apolipoproteins; Lipoproteins; Lipids; All cause mortality; Cardiovascular disease; | |
Others : 1234431 DOI : 10.1186/s12944-015-0101-7 |
|
received in 2015-08-07, accepted in 2015-08-20, 发布年份 2015 | |
【 摘 要 】
Background
The traditional view on the relationship between lipid biomarkers and CVD risk has changed during the last decade. However, it is not clear whether novel lipid biomarkers are able to confer a better predictability of CVD risk, compared to traditional ones.Under this perspective, the aim of the present work was to evaluate the predictive ability of blood lipids’ profile on all cause mortality as well as 10-year incidence of CVD, in a sample of apparently healthy adults of the ATTICA epidemiological study.
Methods
From May 2001 to December 2002, 1514 men and 1528 women (>18 y) without any clinical evidence of any other chronic disease, at baseline, were enrolled. In 2011–12, the 10-year follow-up was performed in 2583 participants (85 % follow-up participation rate). Incidence of fatal or non-fatal CVD was defined according to WHO-ICD-10 criteria. Baseline serum blood lipids’ profile (Total-C, HDL-, non HDL-, LDL-cholesterol, triglycerides (TG), apolipoprotein (Apo)A1 and B, and lipoprotein–(a) levels were also measured.
Results
The 10-year all-cause mortality rate was 5.7 % for men and 2.0 % for women (p = 0.55). The, 10-year CVD incidence was 19.7 % in men and 11.7 % in women (p < 0.001). Multi-adjusted analysis revealed that TC, non-HDL-C, TG and TG/HDL-C ratio, were independent predictors of all cause mortality (RR per 1 mg/dL or unit (95 % CI): 1.006 (1.000–1.013), 1.006 (1.000–1.013), 1.002 (1.000–1.004), 1.038 (1.001–1.077), respectively). Moreover, TC, HDL-, LDL-, non-HDL-cholesterol, TG, apoA1, TC/HDL-C and TG/HDL-C were independently associated with CVD risk. Among all lipid indices the ratio of apoB/apoA1 demonstrated the best correct reclassification ability, followed by non-HDL-C and TC/HDL-C ratio (continuous Net Reclassification Index 26.1 and 21.2 %, respectively).
Conclusion
Elevated levels of lipid biomarkers are independently associated with all-cause mortality, as well as CVD risk. The ratio of apoB/apoA1, followed by non-HDL-C, demonstrated the best correct classification ability of the developed CVD risk models.
【 授权许可】
2015 Nomikos et al.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20151129092405956.pdf | 442KB | download |
【 参考文献 】
- [1]World Health Organization, The top 10 causes of death, Fact sheet N°310,. http://www. who.int/mediacentre/factsheets/fs310/en/ webcite
- [2]Franco M, Cooper RS, Bilal U, Fuster V. Challenges and opportunities for cardiovascular disease prevention. Am J Med. 2011; 124:95-102.
- [3]Yusuf S, Hawken S, Ounpuu S, Dans T, Avezum A, Lanas F et al.. Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case–control study. Lancet. 2004; 364:937-52.
- [4]Catapano AL, Reiner Z, De Backer G, Graham I, Taskinen MR, Wiklund O, et al. ESC/EAS Guidelines for the management of dyslipidaemias. The Task Force for the management of dyslipidaemias of the European Society of Cardiology (ESC) and the European Atherosclerosis Society (EAS). Atherosclerosis. 2011;217:3–46.
- [5]Dent TH. Predicting the risk of coronary heart disease. I. The use of conventional risk markers. Atherosclerosis. 2010; 213:345-51.
- [6]Greenland P, Alpert JS, Beller GA, Benjamin EJ, Budoff MJ, Fayad ZA, et al. 2010 ACCF/AHA guideline for assessment of cardiovascular risk in asymptomatic adults: executive summary. J Am Coll Cardiol. 2010;56:2182–99.
- [7]Jacobson TA, Ito MK, Maki KC, Orringer CE, Bays HE, Jones PH et al.. National lipid association recommendations for patient-centered management of dyslipidemia: part 1-full report. J Clin Lipidol. 2015; 9:129-69.
- [8]Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III), Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002; 106:3143-421.
- [9]Prospective Studies Collaboration, Lewington S, Whitlock G, Clarke R, Sherliker P, Emberson J, Halsey J, et al. Blood cholesterol and vascular mortality by age, sex, and blood pressure: a meta-analysis of individual data from 61 prospective studies with 55,000 vascular deaths. Lancet. 2007;370:1829–39.
- [10]Sampson UK, Fazio S, Linton MF. Residual cardiovascular risk despite optimal LDL cholesterol reduction with statins: the evidence, etiology, and therapeutic challenges. Curr Atheroscler Rep. 2012; 14:1-10.
- [11]Drexel H, Aczel S, Marte T, Vonbank A, Saely CH. Factors predicting cardiovascular events in statin-treated diabetic and non-diabetic patients with coronary atherosclerosis. Atherosclerosis. 2010; 208:484-9.
- [12]Paraskevas KI, Karatzas G, Pantopoulou A, Iliopoulos DG, Perrea D. Targeting dyslipidemia in the metabolic syndrome: an update. Curr Vasc Pharmacol. 2010; 8:450-63.
- [13]Tani M, Kawakami A, Mizuno Y, Imase R, Ito Y, Kondo K et al.. Small dense LDL enhances THP-1 macrophage foam cell formation. J Atheroscler Thromb. 2011; 18:698-704.
- [14]Sniderman AD, Islam S, Yusuf S, McQueen MJ. Discordance analysis of apolipoprotein B and non-high density lipoprotein cholesterol as markers of cardiovascular risk in the INTERHEART study. Atherosclerosis. 2012; 225:444-9.
- [15]Rader DJ, Hovingh GK. HDL and cardiovascular disease. Lancet. 2014; 384:618-25.
- [16]Zaid M, Fujiyoshi A, Miura K, Abbott RD, Okamura T, Takashima N et al.. High-density lipoprotein particle concentration and subclinical atherosclerosis of the carotid arteries in Japanese men. Atherosclerosis. 2015; 239:444-50.
- [17]Nordestgaard BG, Chapman MJ, Ray K, Borén J, Andreotti F, Watts GF et al.. European Atherosclerosis Society Consensus Panel. Lipoprotein (a) as a cardiovascular risk factor. Eur Heart J. 2010; 31(23):2844-53.
- [18]Katsouyanni K, Rimm EB, Gnardellis C, Trichopoulos D, Polychronopoulos E, Trichopoulou A. Reproducibility and relative validity of an extensive semi-quantitative food frequency questionnaire using dietary records and biochemical markers among Greek schoolteachers. Int J Epidemiol. 1997; 26:S118-27.
- [19]Panagiotakos DB, Pitsavos C, Stefanadis C. Dietary patterns: a Mediterranean diet score and its relation to clinical and biological markers of cardiovascular disease risk. Nutr Metab Cardiovasc Dis. 2006; 16:559-68.
- [20]Papathanasiou G, Georgoudis G, Papandreou M, Spyropoulos P, Georgakopoulos D, Kalfakakou V et al.. Reliability measures of the short International Physical Activity Questionnaire (IPAQ) in Greek young adults. Hellenic J Cardiol. 2009; 50:283-94.
- [21]Pitsavos C, Panagiotakos DB, Chrysohoou C, Stefanadis C. Epidemiology of cardiovascular risk factors in Greece: aims, design and baseline characteristics of the ATTICA study. BMC Public Health. 2003; 3(32):1-9.
- [22]Panagiotakos DB, Georgousopoulou EN, Pitsavos C, Chrysohoou C, Metaxa V, Georgiopoulos GA et al.. Ten-year (2002–2012) cardiovascular disease incidence and all-cause mortality, in urban Greek population: the ATTICA Study. Int J Cardiol. 2015; 180:178-84.
- [23]Panagiotakos DB, Georgousopoulou EN, Pitsavos C, Chrysohoou C, Skoumas I, Pitaraki E et al.. Exploring the path of Mediterranean diet on 10-year incidence of cardiovascular disease: the ATTICA study (2002–2012). Nutr Metab Cardiovasc Dis. 2015; 25:327-35.
- [24]Harrell FE Jr, Califf RM, Pryor DB, Lee KL, Rosati RA. Evaluating the yield of medical tests. JAMA. 1982;247:2543–6.
- [25]Pencina MJ, D’Agostino RB. Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med. 2004; 23:2109-23.
- [26]Gianfagna F, Veronesi G, Guasti L, Chambless LE, Brambilla P, Corrao G et al.. Do apolipoproteins improve coronary risk prediction in subjects with metabolic syndrome? Insights from the North Italian Brianza cohort study. Atherosclerosis. 2014; 236:175-81.
- [27]Onat A, Sari I, Yazici M, Can G, Hergenç G, Avci GS. Plasma triglycerides, an independent predictor of cardiovascular disease in men: a prospective study based on a population with prevalent metabolic syndrome. Int J Cardiol. 2006; 108:89-95.
- [28]Georgousopoulou EN, Panagiotakos DB, Pitsavos C, Stefanadis C. Assessment of diet quality improves the classification ability of cardiovascular risk score in predicting future events: The 10-year follow-up of the ATTICA study (2002–2012), Eur. J. Prev. Cardiol. 2014.
- [29]Talmud PJ, Futema M, Humphries SE. The genetic architecture of the familial hyperlipidaemia syndromes: rare mutations and common variants in multiple genes. Curr Opin Lipidol. 2014; 25:274-81.
- [30]Krarup NT, Borglykke A, Allin KH, Sandholt CH, Justesen JM, Andersson EA et al.. A genetic risk score of 45 coronary artery disease risk variants associates with increased risk of myocardial infarction in 6041 Danish individuals. Atherosclerosis. 2015; 240:305-10.
- [31]Nordestgaard BG, Varbo A. Triglycerides and cardiovascular disease. Lancet. 2014; 384:626-35.
- [32]Davidson MH, Ballantyne CM, Jacobson TA. Clinical utility of inflammatory markers and advanced lipoprotein testing: Advice from an expert panel of lipid specialists. J Clin Lipidol. 2011; 5:338-67.
- [33]National Academy of Clinical Biochemistry Laboratory Medicine Practice Guidelines: emerging biomarkers for primary prevention of cardiovascular disease. Clin Chem. 2009; 55:378-84.
- [34]Okamura T, Tanaka H, Miyamatsu N, Hayakawa T, Kadowaki T, Kita Y et al.. The relationship between serum total cholesterol and all-cause or cause-specific mortality in a 17.3-year study of a Japanese cohort. Atherosclerosis. 2007; 190:216-23.
- [35]Stamler J, Daviglus ML, Garside DB, Dyer AR, Greenland P, Neaton JD. Relationship of baseline serum cholesterol levels in 3 large cohorts of younger men to long-term coronary, cardiovascular, and all-cause mortality and to longevity. JAMA. 2000; 284:311-8.
- [36]Wei M, Mitchell BD, Haffner SM, Stern MP. Effects of cigarette smoking, diabetes, high cholesterol, and hypertension on all-cause mortality and cardiovascular disease mortality in Mexican Americans.The San Antonio Heart Study. Am J Epidemiol. 1996; 144(11):1058-65.
- [37]Liu J, Zeng FF, Liu ZM, Zhang CX, Ling WH, Chen YM. Effects of blood triglycerides on cardiovascular and all-cause mortality: a systematic review and meta-analysis of 61 prospective studies. Lipids Health Dis. 2013; 12:159. BioMed Central Full Text
- [38]Wan K, Zhao J, Huang H, Zhang Q, Chen X, Zeng Z et al.. The association between triglyceride/high-density lipoprotein cholesterol ratio and All-cause mortality in acute coronary syndrome after coronary revascularization. PLoS One. 2015; 10: Article ID e0123521
- [39]Bittner V, Johnson BD, Zineh I. The triglyceride/high-density lipoprotein cholesterol ratio predicts all-cause mortality in women with suspected myocardial ischemia: a report from the Women’s Ischemia Syndrome Evaluation (WISE). Am Heart J. 2009; 157:548-55.
- [40]Esposito K, Capuano A, Giugliano D. Metabolic syndrome and cancer: holistic or reductionist? Endocrine. 2014; 45:362-4.
- [41]Knapp S. Diabetes and infection: is there a link?—A mini-review. Gerontology. 2013; 59:99-104.
- [42]Denke M. Cholesterol lowering diets. A review of evidence. Arch Intern Med. 1995; 155:17-26.
- [43]Gran B. Major differences in cardiovascular risk indicators by educational status. Results from a population based screening program. Scand J Soc Med. 1995; 23:9-16.
- [44]Ciccone MM, Cortese F, Gesualdo M, Carbonara S, Zito A, Ricci G et al.. Dietary intake of carotenoids and their antioxidant and anti-inflammatory effects in cardiovascular care. Mediators Inflamm. 2013; 2013:782137.
- [45]Scicchitano P, Cameli M, Maiello M, Modesto PA, Muiesan ML, Novo S et al.. Nutraceuticals and dyslipidaemia: beyond the common therapeutics. J Funct Foods. 2014; 6:11-32.
- [46]Faergeman O. The atherosclerosis epidemic: methodology, nosology, and clinical practice. Am J Cardiol. 2001; 88(2A):4E-7.
- [47]Sniderman AD, Williams K, Contois JH, Monroe HM, McQueen MJ, de Graaf J, et al. A meta-analysis of low-density lipoprotein cholesterol, nonhigh-density lipoprotein cholesterol, and apolipoprotein B as markers of cardiovascular risk. Circ Cardiovasc Qual Outcomes. 2011;4:337–45.
- [48]Walldius G. Apolipoprotein B (apoB) more closely related to subclinical atherosclerosis than non-HDL cholesterol and LDL cholesterol. J Intern Med. 2010; 268:549-51.
- [49]Lamarche B, Lemieux I, Despres JP. The small, dense LDL phenotype and the risk of coronary heart disease: epidemiology, pathophysiology and therapeutic aspects. Diabetes Metab. 1999; 25:199-211.
- [50]Walldius G, Jungner I, Aastveit AH, Holme I, Furberg CD, Sniderman AD. The apoB/apoA-I ratio is better than the cholesterol ratios to estimate the balance between the plasma proatherogenic and antiatherogenic lipoproteins and to predict coronary risk. Clin Chem Lab Med. 2004; 42:1355-63.