Highlights
- •CTC provokes a higher risk of atheromatosis in femoral arteries than in carotids.
- •CTC had a dose-dependent effect on atheromatosis burden similar in both sexes.
- •Addition of CTC to the SCORE2 model improved severe atheromatosis (SA) prediction.
- •Age and CTC were the most important clinical predictors of SA in both sexes.
Abstract
Background and aims
Sex-specific impact of cumulative tobacco consumption (CTC) on atheromatosis extension
and total plaque area remains unknown. We aimed to determine the impact of CTC in
atheromatosis localization and burden.
Methods
We performed a cross-sectional analysis in 8330 asymptomatic middle-aged individuals.
12-territory vascular ultrasounds in carotid and femoral arteries were performed to
detect atheromatous plaque presence and to measure total plaque area. Adjusted regressions
and conditional predictions by smoking habit or CTC (stratified in terciles as low
(≤13.53), medium (13.54–29.3), and high (>29.3 packs-year)) were calculated. Severe
atheromatosis (SA, ≥3 territories with atheroma plaque) was predicted with the Systematic
COronary Risk Evaluation 2 (SCORE2) model. The improvement of SA prediction after
adding CTC was evaluated.
Results
CTC was associated with an increased risk of atheromatosis, stronger in femoral than
in carotid artery, but similar in both sexes. A dose-dependent effect of CTC on the
number of territories with atheroma plaque and total plaque area was observed. Addition
of CTC to the SCORE2 showed a higher sensitivity, accuracy, and negative predictive
value in males, and a higher specificity and positive predictive value in females.
In both sexes, the new SCORE2-CTC model showed a significant increase in AUC (males:
0.033, females: 0.038), and in the integrated discrimination index (males: 0.072;
females: 0.058, p < 0.001). Age and CTC were the most important clinical predictors of SA in both sexes.
Conclusions
CTC shows a dose-dependent association with atheromatosis burden, impacts more strongly
in femoral arteries, and improves SA prediction.
Clinicaltrials.gov
: NCT03228459.
Graphical abstract

Graphical Abstract
Keywords
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References
- Carotid plaque, compared with carotid intima-media thickness, more accurately predicts coronary artery disease events: a meta-analysis.Atherosclerosis. 2012; 220: 128-133https://doi.org/10.1016/j.atherosclerosis.2011.06.044
- ESC Guidelines on cardiovascular disease prevention in clinical practice.Eur. J. Prev. Cardiol. 2021; 2021https://doi.org/10.1093/eurjpc/zwab154
- Subclinical atherosclerosis burden predicts cardiovascular events in individuals with diabetes and chronic kidney disease.Cardiovasc. Diabetol. 2019; 18: 93https://doi.org/10.1186/s12933-019-0897-y
- Factors predicting cardiovascular events in chronic kidney disease patients. Role of subclinical atheromatosis extent assessed by vascular ultrasound.PLoS One. 2017; 12e0186665https://doi.org/10.1371/journal.pone.0186665
Health, N. C. f. C. D. P. a. H. P. U. O. o. S. a (2014).
- Effects of tobacco smoking on cardiovascular disease.Circ. J. 2019; 83: 1980-1985https://doi.org/10.1253/circj.CJ-19-0323
- Risk factors for subclinical carotid atherosclerosis among current smokers.Prev. Cardiol. 2010; 13: 166-171https://doi.org/10.1111/j.1751-7141.2010.00068.x
- Predictors of carotid thickness and plaque progression during a decade: the Multi-Ethnic Study of Atherosclerosis.Stroke. 2014; 45: 3257-3262https://doi.org/10.1161/STROKEAHA.114.005669
- Relationship between amount of cigarette smoking and coronary atherosclerosis on coronary CTA in asymptomatic individuals.Int. J. Cardiovasc. Imag. 2013; 29: 21-28https://doi.org/10.1007/s10554-013-0224-8
- Subclinical atherosclerosis burden by 3D ultrasound in mid-life: the PESA study.J. Am. Coll. Cardiol. 2017; 70: 301-313https://doi.org/10.1016/j.jacc.2017.05.033
- Femoral and carotid subclinical atherosclerosis association with risk factors and coronary calcium: the AWHS study.J. Am. Coll. Cardiol. 2016; 67: 1263-1274https://doi.org/10.1016/j.jacc.2015.12.056
- Effect of cigarette smoking on carotid artery atherosclerosis: a community-based cohort study.Heart Ves. 2020; 35: 22-29https://doi.org/10.1007/s00380-019-01455-5
- Inter-society consensus for the management of peripheral arterial disease.Int. Angiol. 2007; 26: 81-157
- Relationship between smoking and cardiovascular risk factors in the development of peripheral arterial disease and coronary artery disease: edinburgh Artery Study.Eur. Heart J. 1999; 20: 344-353https://doi.org/10.1053/euhj.1998.1194
- Global burden of 369 diseases and injuries in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019.Lancet. 2020; 396: 1204-1222https://doi.org/10.1016/S0140-6736(20)30925-9
- Cigarette smoking as a risk factor for coronary heart disease in women compared with men: a systematic review and meta-analysis of prospective cohort studies.Lancet. 2011; 378: 1297-1305https://doi.org/10.1016/S0140-6736(11)60781-2
- Smoking and risk of myocardial infarction in women and men: longitudinal population study.BMJ. 1998; 316: 1043-1047https://doi.org/10.1136/bmj.316.7137.1043
- Smoking, serum lipids, blood pressure, and sex differences in myocardial infarction. A 12-year follow-up of the Finnmark Study.Circulation. 1996; 93: 450-456https://doi.org/10.1161/01.cir.93.3.450
- Subclinical Atheromatosis Localization and Burden in a Low-To-Moderate Cardiovascular Risk Population: the ILERVAS Study.Engl Ed, Rev Esp Cardiol2020https://doi.org/10.1016/j.rec.2020.09.015
- Predicting cardiovascular disease morbidity and mortality in chronic kidney disease in Spain. The rationale and design of NEFRONA: a prospective, multicenter, observational cohort study.BMC Nephrol. 2010; 11: 14https://doi.org/10.1186/1471-2369-11-14
- Mannheim carotid intima-media thickness and plaque consensus (2004-2006-2011).in: An Update on Behalf of the Advisory Board of the 3rd, 4th and 5th Watching the Risk Symposia, at the 13th, 15th and 20th European Stroke Conferences. Brussels, Belgium, 2006, and Hamburg, Germany, 2011. Cerebrovasc Dis 34, Mannheim, Germany2004: 290-296https://doi.org/10.1159/000343145 (2012)
- Smoking cessation and carotid atherosclerosis: the guangzhou Biobank cohort study--CVD.J. Epidemiol. Community Health. 2010; 64: 1004-1009https://doi.org/10.1136/jech.2009.092718
- Relationship of cigarette smoking with inflammation and subclinical vascular disease: the Multi-Ethnic Study of Atherosclerosis.Arterioscler. Thromb. Vasc. Biol. 2015; 35: 1002-1010https://doi.org/10.1161/ATVBAHA.114.304960
- Association of tobacco use and cessation with coronary atherosclerosis.Atherosclerosis. 2017; 257: 201-207https://doi.org/10.1016/j.atherosclerosis.2016.11.016
- Longitudinal effects of smoking cessation on carotid artery atherosclerosis in contemporary smokers: the Wisconsin Smokers Health Study.Atherosclerosis. 2020; 315: 62-67https://doi.org/10.1016/j.atherosclerosis.2020.11.010
- Associations of cigarette smoking with subclinical inflammation and atherosclerosis: ELSA-brasil (the Brazilian longitudinal study of adult health).J. Am. Heart Assoc. 2017; 6https://doi.org/10.1161/JAHA.116.005088
- Development and progression of coronary artery calcification in long-term smokers: adverse effects of continued smoking.J. Am. Coll. Cardiol. 2013; 62: 255-257https://doi.org/10.1016/j.jacc.2013.04.013
- Ultrasound-assessed plaque occurrence in the carotid and femoral arteries are independent predictors of cardiovascular events in middle-aged men during 10 years of follow-up.Atherosclerosis. 2010; 209: 469-473https://doi.org/10.1016/j.atherosclerosis.2009.10.016
- Interactive effects of behavior and reproductive hormones on sex differences in risk for coronary heart disease.Health Psychol. 1989; 8: 373-387
- Smoking, smoking cessation, and measures of subclinical atherosclerosis in multiple vascular beds in Japanese men.J. Am. Heart Assoc. 2016; 5https://doi.org/10.1161/JAHA.116.003738
- SCORE2 risk prediction algorithms: new models to estimate 10-year risk of cardiovascular disease in Europe.Eur. Heart J. 2021; 42: 2439-2454https://doi.org/10.1093/eurheartj/ehab309
- Predicting subclinical atherosclerosis in low-risk individuals: ideal cardiovascular health score and fuster-BEWAT score.J. Am. Coll. Cardiol. 2017; 70: 2463-2473https://doi.org/10.1016/j.jacc.2017.09.032
- Cardiovascular risk scores in the prediction of subclinical atherosclerosis in young adults: evidence from the cardiovascular risk in a young Finns study.Eur. J. Cardiovasc. Prev. Rehabil. 2010; 17: 549-555https://doi.org/10.1097/HJR.0b013e3283386419
- Inclusion of smoking data in cardiovascular disease risk estimation.JAMA Cardiol. 2022; 7: 195-203https://doi.org/10.1001/jamacardio.2021.4990
- Development and validation of a personalized, sex-specific prediction algorithm of severe atheromatosis in middle-aged asymptomatic individuals: the ILERVAS study.front cardiovasc med. 2022; 9895917https://doi.org/10.3389/fcvm.2022.895917
- Tobacco use, insulin resistance, and risk of type 2 diabetes: results from the multi-ethnic study of atherosclerosis.PLoS One. 2016; 11e0157592https://doi.org/10.1371/journal.pone.0157592
- International physical activity questionnaire (IPAQ) and New Zealand physical activity questionnaire (NZPAQ): a doubly labelled water validation.Int. J. Behav. Nutr. Phys. Activ. 2007; 4: 62https://doi.org/10.1186/1479-5868-4-62
- Validation of the German version of the mediterranean diet adherence screener (MEDAS) questionnaire.BMC Cancer. 2017; 17: 341https://doi.org/10.1186/s12885-017-3337-y
Article info
Publication history
Accepted:
May 1,
2023
Received in revised form:
April 26,
2023
Received:
September 30,
2022
Publication stage
In Press Journal Pre-ProofIdentification
Copyright
© 2023 Published by Elsevier B.V.