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Sow MA, Treiber G, Cosson E, Mutunzi Y, Magne J, Boulogne C, Salle L, Boukhris M, Nobecourt E, Aboyans V. Distribution and determinants of coronary artery calcium score in asymptomatic patients with Type-2 diabetes: The French-CAC100 score. Diabetes Res Clin Pract 2023; 203:110871. [PMID: 37572948 DOI: 10.1016/j.diabres.2023.110871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/25/2023] [Accepted: 08/10/2023] [Indexed: 08/14/2023]
Abstract
BACKGROUND Coronary artery calcium score (CACS) refines the cardiovascular disease (CVD) risk prediction in patients with Type-2 diabetes (T2D). We aimed to identify the determinants for high CACS in CVD-free patients with T2D. METHODS We studied 796 patients with T2D with CACS measured in three centers: two in continental France and a third in the Reunion Island. To predict a CACS ≥ 100, we derived a risk score in patients in continental France, and validated it in those in the Reunion Island. RESULTS The distributions of CACS distributions were similar among patients in continental France and Reunion Island. The French-CAC100 score included 5 parameters (age, sex, diabetes duration, non-CV end-organ damage and presence of ≥ 2 other CVD risk factors), ranging from 0 to 22 points. Similar areas under the curves were found for the risk score in both settings (0.80 vs. 0.73, p = 0.10). A French-CAC100 score < 10 excluded the odds for CACS ≥ 100 and CACS ≥ 400 with negative predictive values of 90% and 97% respectively, avoiding 58% of CT-scans. CONCLUSION Regardless of the geographic area, patients with T2D share similar risk factors for high CACS. The French-CAC100 score allows the identification of those at higher risk of elevated CACS.
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Affiliation(s)
- Mamadou Adama Sow
- EpiMaCT -INSERM 1094 & IRD290, University of Limoges, 87025, 2, Rue Marcland, Limoges, France; Department of Cardiology, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France.
| | - Guillaume Treiber
- Inserm U1188 Diabète Athérothrombose Thérapies Réunion Océan Indien, France
| | - Emmanuel Cosson
- Department of Endocrinology-Diabetology-Nutrition, Avicenne Hospital, AP-HP, Bobigny, France
| | - Yves Mutunzi
- EpiMaCT -INSERM 1094 & IRD290, University of Limoges, 87025, 2, Rue Marcland, Limoges, France; Department of Cardiology, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France
| | - Julien Magne
- EpiMaCT -INSERM 1094 & IRD290, University of Limoges, 87025, 2, Rue Marcland, Limoges, France; Department of Cardiology, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France
| | - Cyrille Boulogne
- Department of Cardiology, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France
| | - Laurence Salle
- EpiMaCT -INSERM 1094 & IRD290, University of Limoges, 87025, 2, Rue Marcland, Limoges, France; Department of Endocrinology, Diabetology and Metabolism, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France
| | - Marouane Boukhris
- Department of Cardiology, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France
| | - Estelle Nobecourt
- Inserm U1188 Diabète Athérothrombose Thérapies Réunion Océan Indien, France; Inserm U1410, Reunion University Hospital, Reunion Island, France
| | - Victor Aboyans
- EpiMaCT -INSERM 1094 & IRD290, University of Limoges, 87025, 2, Rue Marcland, Limoges, France; Department of Cardiology, Dupuytren 2 University Hospital, 16, Rue B. Descottes, 87042, Limoges, France.
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Sow MA, Magne J, Salle L, Nobecourt E, Preux PM, Aboyans V. Prevalence, determinants and prognostic value of high coronary artery calcium score in asymptomatic patients with diabetes: A systematic review and meta-analysis. J Diabetes Complications 2022; 36:108237. [PMID: 35773171 DOI: 10.1016/j.jdiacomp.2022.108237] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 06/07/2022] [Accepted: 06/19/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Mamadou Adama Sow
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Cardiology, Dupuytren-2 University Hospital, Limoges, France.
| | - Julien Magne
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Cardiology, Dupuytren-2 University Hospital, Limoges, France
| | - Laurence Salle
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Endocrinology, Dupuytren-2 University Hospital, Limoges, France
| | - Estelle Nobecourt
- Inserm U1188 Diabète Athérothrombose Thérapies Réunion Océan Indien, France; Inserm U1410, Reunion University Hospital, Reunion Island, France
| | - Pierre-Marie Preux
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France
| | - Victor Aboyans
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Cardiology, Dupuytren-2 University Hospital, Limoges, France.
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Gorgulho B, Alves MA, Teixeira JA, Santos RO, de Matos SA, Bittencourt MS, Benseñor I, Lotufo P, Marchioni DM. Dietary patterns associated with subclinical atherosclerosis: a cross-sectional analysis of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) study. Public Health Nutr 2021; 24:5006-5014. [PMID: 33413712 PMCID: PMC11082815 DOI: 10.1017/s1368980020005340] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 12/11/2020] [Accepted: 12/21/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To identify dietary patterns associated with subclinical atherosclerosis measured as coronary artery calcification (CAC). DESIGN Cross-sectional analysis of data from the Brazilian Longitudinal Study of Adult Health. Dietary data were assessed using a FFQ, and a principal component factor analysis was used to derive the dietary patterns. Scree plot, eigenvalues > 1 and interpretability were considered to retain the factors. CAC was measured using a computed tomography scanner and an electrocardiography-gated prospective Ca score examination and was categorised into three groups based on the CAC score: 0, 1-100 and >100 Agatston units. Multinomial regression models were conducted for dietary patterns and CAC severity categories. SETTING Brazil, São Paulo, 2008-2010. PARTICIPANTS Active and retired civil servants who lived in São Paulo and underwent a CAC exam were included (n 4025). RESULTS Around 10 % of participants (294 men, 97 women) had a detectable CAC (>0), 6·5 % (182 men, 73 women) had a CAC of 1-100 and 3·5 % (110 men, 23 women) had a CAC > 100. Three dietary patterns were identified: convenience food, which was positively associated with atherosclerotic calcification; plant-based and dairy food, which showed no association with CAC; and the traditional Brazilian food pattern (rice, legumes and meats), which was inversely associated with atherosclerotic calcification. CONCLUSIONS Our results showed that a dietary pattern consisting of traditional Brazilian foods could be important to reducing the risk of atherosclerotic calcification and prevent future cardiovascular events, whereas a convenience dietary pattern was positively associated with this outcome.
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Affiliation(s)
- Bartira Gorgulho
- Department of Food and Nutrition, School of Nutrition, Federal University of Mato Grosso, Cuiabá, MT, Brazil
| | - Mariane A Alves
- Department of Nutrition, School of Public Health, University of São Paulo, Av. Dr. Arnaldo, 715 – Cerqueira César, São Paulo – SP, CEP 01246-904, Brazil
| | - Juliana A Teixeira
- Department of Nutrition, School of Public Health, University of São Paulo, Av. Dr. Arnaldo, 715 – Cerqueira César, São Paulo – SP, CEP 01246-904, Brazil
| | - Roberta O Santos
- Department of Nutrition, School of Public Health, University of São Paulo, Av. Dr. Arnaldo, 715 – Cerqueira César, São Paulo – SP, CEP 01246-904, Brazil
| | | | - Marcio Sommer Bittencourt
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Isabela Benseñor
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Paulo Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Dirce Maria Marchioni
- Department of Nutrition, School of Public Health, University of São Paulo, Av. Dr. Arnaldo, 715 – Cerqueira César, São Paulo – SP, CEP 01246-904, Brazil
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Mamudu HM, Jones A, Paul TK, Osedeme F, Stewart D, Alamian A, Wang L, Orimaye S, Bledsoe J, Poole A, Blackwell G, Budoff M. The co-existence of diabetes and subclinical atherosclerosis in rural central Appalachia: Do residential characteristics matter? J Diabetes Complications 2021; 35:107851. [PMID: 33468398 DOI: 10.1016/j.jdiacomp.2021.107851] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Accepted: 01/02/2021] [Indexed: 10/22/2022]
Abstract
UNLABELLED Aim Disparities exist in cardiovascular diseases (CVD) and diabetes in the United States (U.S.) with Central Appalachia having disproportionate burden. This study examined prevalence and correlates of CVD risk-factors among patients with diabetes/subclinical atherosclerosis in Central Appalachia. METHODS During 2012-2016, 3000 patients from Central Appalachia were screened for subclinical atherosclerosis, using coronary artery calcium (CAC) scores; 419 participants had diabetes. Patients were categorized into four groups, with emphasis on those having subclinical atherosclerosis, CAC score ≥ 1. Descriptive statistics and multilevel multinomial logistic regression were conducted to identify CVD risk and spatial factors associated with co-existence of diabetes and subclinical atherosclerosis. RESULTS Among participants, prevalence of CVD risk-factors ranged from 11.7% for current smokers to 69.2% for those with CVD family history. Average BMI was 29.8. Compared to patients with diabetes only, age [RR = 1.07; p ≤ 0.0001], being male [RR = 5.33; p ≤ 0.0001], having hypertension [RR = 2.37; p ≤ 0.05] and being a former smoker were associated with increased likelihood of having diabetes/subclinical atherosclerosis. At the zip-code level, unemployment rate [RR = 1.37; p ≤ 0.05] was significantly associated with having diabetes/subclinical atherosclerosis. CONCLUSION Consistent with clinical guidelines, study results suggest the need to integrate CAC screening into primary care diabetes programs while addressing spatial issues that predispose patients to have diabetes/subclinical atherosclerosis.
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Affiliation(s)
- Hadii M Mamudu
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA.
| | - Antwan Jones
- Department of Sociology and Department of Epidemiology & Biostatistics, The George Washington University, Washington, DC 20052, USA
| | - Timir K Paul
- John H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN 37614, USA
| | - Fenose Osedeme
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA
| | - David Stewart
- Bill Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN 37614, USA
| | - Arsham Alamian
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA
| | - Liang Wang
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA
| | - Sylvester Orimaye
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA
| | - James Bledsoe
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA
| | - Amy Poole
- College of Public Health, East Tennessee State University, Johnson City, TN 37614, USA
| | | | - Mathew Budoff
- Los Angeles Biomedical Research Institute, University of California in Los Angeles, Los Angeles, California 90502, USA
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