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Hashemi E, Looha MA, Mazaherinia H, Samadaeian N, Panahi NM, Bonilla-Escobar FJ, Arevalo JF. Risk of stroke development following retinal vein occlusion: A systematic review and meta-analysis. Surv Ophthalmol 2024; 69:924-936. [PMID: 38969210 DOI: 10.1016/j.survophthal.2024.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 06/17/2024] [Accepted: 06/24/2024] [Indexed: 07/07/2024]
Abstract
Retinal vein occlusion (RVO) and cerebrovascular disease share common risk factors and may be independently associated; however, the strength and nature of this association remain unclear. We conducted a systematic review and meta-analysis, informed by studies from PubMed, Scopus, EMBASE, Web of Science, and Google Scholar until January 6, 2024, aimed to clarify this relationship. Eligible studies included cohorts observing stroke incidence in RVO patients for over a year. Pooled effect estimates were calculated using random-effects models, with subgroup analyses evaluating associations between RVO types (central and branch) and stroke subtypes (ischemic and hemorrhagic). Ten cohort studies with a total of 428,650 participants (86,299 RVO patients) were included. Compared to controls, RVO patients exhibited a significantly increased risk of stroke (pooled risk ratio [RR]=1.38, 95 % confidence interval (95 %CI)=1.34-1.41). Subgroup analyses indicated elevated risk for both ischemic (RR=1.37, 95 %CI=1.32-1.42) and hemorrhagic (RR=1.55, 95 %CI=1.08-2.22) strokes in RVO patients. Additionally, both central (RR=1.50, 95 %CI=1.27-1.78) and branch (RR=1.41, 95 %CI=1.32-1.50) RVO were associated with stroke risk. Sensitivity analyses confirmed consistent results across various criteria, and funnel plots indicated no publication bias. RVO significantly increases the risk of both ischemic and hemorrhagic stroke, regardless of RVO type, suggesting a strong independent association between these conditions.
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Affiliation(s)
- Erfan Hashemi
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran
| | - Mehdi Azizmohammad Looha
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Homa Mazaherinia
- Rajaie Cardiovascular, Medical, and Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Nariman Samadaeian
- Student Research Committee, Iran University of Medical Sciences, Tehran, Iran
| | | | - Francisco J Bonilla-Escobar
- Fundación Somos Ciencia al Servicio de la Comunidad, Fundación SCISCO/Science to Serve the Community Foundation, SCISCO Foundation, Cali, Colombia; Vision y Salud Ocular, VISOC, Ophthalmology Department, Universidad del Valle, Cali, Colombia; Ophthalmology Department, Institute for Clinical Research Education, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - J Fernando Arevalo
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Vrints C, Andreotti F, Koskinas KC, Rossello X, Adamo M, Ainslie J, Banning AP, Budaj A, Buechel RR, Chiariello GA, Chieffo A, Christodorescu RM, Deaton C, Doenst T, Jones HW, Kunadian V, Mehilli J, Milojevic M, Piek JJ, Pugliese F, Rubboli A, Semb AG, Senior R, Ten Berg JM, Van Belle E, Van Craenenbroeck EM, Vidal-Perez R, Winther S. 2024 ESC Guidelines for the management of chronic coronary syndromes. Eur Heart J 2024; 45:3415-3537. [PMID: 39210710 DOI: 10.1093/eurheartj/ehae177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
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Finocchiaro G, Radaelli D, D'Errico S, Bhatia R, Papadakis M, Behr ER, Westaby J, Sharma S, Sheppard MN. Ethnicity and sudden cardiac death in athletes: insights from a large United Kingdom registry. Eur J Prev Cardiol 2024; 31:1518-1525. [PMID: 38636095 DOI: 10.1093/eurjpc/zwae146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 04/20/2024]
Abstract
AIMS The relationship between ethnicity and causes of sudden cardiac death (SCD) in athletes is poorly understood. OBJECTIVES To investigate aetiology of SCD among different ethnicities in a large cohort of athletes. METHODS AND RESULTS Between 1994 and November 2022, 7880 cases of SCD were consecutively referred from all over the United Kingdom to our national cardiac pathology centre; 848 (11%) were athletes. All cases underwent detailed autopsy evaluation by expert cardiac pathologists. Clinical information was obtained from referring coroners. Most of athletes were white (n = 758; 89%). Black and Asian athletes were in number of 51 (6%) and 39 (5%), respectively. A structurally normal heart, indicative of sudden arrhythmic death syndrome (SADS) was the most common autopsy finding (n = 385; 45%), followed by myocardial diseases (n = 275; 32%), atherosclerotic coronary artery disease (CAD) (n = 58; 7%), and coronary artery anomalies (n = 29; 3%). In most of cases, death occurred during exercise (n = 737; 87%). Arrhythmogenic cardiomyopathy (ACM) was more common in black (n = 13; 25%) than in white (n = 109; 14%) and Asian (n = 3; 8%) athletes (P = 0.03 between black and white athletes; P = 0.04 between black and Asian athletes); in contrast, CAD was more common in Asians (n = 6; 15% vs. n = 51; 7% in whites vs. n = 1; 2%; in blacks, P = 0.02 between Asian and black athletes). Among white athletes, ACM was more common in individuals who died during exercise than in the ones who died at rest (P = 0.005). Such a difference was not observed in Asian and black athletes. In Asian athletes, CAD was the diagnosis at autopsy in 18% of individuals who died during exercise and in none of individuals who died at rest. CONCLUSION A structurally normal heart at autopsy and myocardial diseases are the most common findings in athletes who died suddenly. While ACM is more common in black athletes, atherosclerotic CAD is more common in Asian athletes, with a strong association with exercise-induced SCD. ACM appears to be a driver of exercise-induced SCD in white athletes, however this is not the case in black and Asian athletes.
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Affiliation(s)
- Gherardo Finocchiaro
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
| | - Davide Radaelli
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
- Department of Medicine, Surgery and Health, University of Trieste, Trieste, Italy
| | - Stefano D'Errico
- Department of Medicine, Surgery and Health, University of Trieste, Trieste, Italy
| | - Raghav Bhatia
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
| | - Michael Papadakis
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
| | - Elijah R Behr
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
| | - Joseph Westaby
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
| | - Sanjay Sharma
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
| | - Mary N Sheppard
- Cardiovascular Sciences Research Centre, St George's, University of London, Cranmer Terrace, London SW17 0RE, UK
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Oza A. Why does heart disease affect so many young South Asians? Nature 2024; 633:272-274. [PMID: 39261610 DOI: 10.1038/d41586-024-02916-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
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Krishnaraj A, Dennis F, Teoh H, Verma S, Hess DA. Vascular regenerative cell content in South Asians: the key learnings. Curr Opin Cardiol 2024; 39:444-450. [PMID: 38847610 DOI: 10.1097/hco.0000000000001159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/09/2024]
Abstract
PURPOSE OF REVIEW We aim to provide a comprehensive examination of the literature linking elevated rates of cardiovascular disease (CVD) in individuals of South Asian ethnicity with the severity of circulating vascular regenerative cell exhaustion. RECENT FINDINGS Recent findings have demonstrated reduced bioavailability of pro-vascular progenitor cell subsets in individuals with T2D and obesity. Depletion of vascular regenerative cells in the bone marrow - coupled with decreased mobilization into circulation - can negatively impact the capacity for vascular repair and exacerbate CVD risk. Several recent studies have established that although South Asian individuals possess similar inflammatory cell burden compared with other ethnicities, they exhibit marked decreases in vessel regenerative hematopoietic progenitor cells and monocyte subsets. Validation of these findings and investigation the functional capacity of vascular regenerative cell subsets to mediate vessel repair is highly warranted. SUMMARY Vascular regenerative cells play a key role coordinating angiogenic and arteriogenic vessel remodelling. Recent studies have demonstrated that South Asian individuals with T2D show severe depletion in circulating vascular regenerative cell subsets. Because the reversal of vascular regenerative cell exhaustion by current glucose-lowering pharmaceutical agents has recently been documented, early intervention to bolster vascular regenerative cell content may prevent CVD co-morbidities in South Asian individuals with cardiometabolic disease.
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Affiliation(s)
- Aishwarya Krishnaraj
- Division of Cardiac Surgery
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital
- Department of Pharmacology and Toxicology, University of Toronto
| | - Fallon Dennis
- Division of Cardiac Surgery
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital
- Department of Pharmacology and Toxicology, University of Toronto
| | - Hwee Teoh
- Division of Cardiac Surgery
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital
- Division of Endocrinology and Metabolism, St. Michael's Hospital
| | - Subodh Verma
- Division of Cardiac Surgery
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital
- Department of Pharmacology and Toxicology, University of Toronto
- Department of Surgery, University of Toronto, Toronto
| | - David A Hess
- Division of Cardiac Surgery
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital
- Department of Pharmacology and Toxicology, University of Toronto
- Department of Physiology and Pharmacology, Western University
- Molecular Medicine Research Laboratories, Robarts Research Institute, London, Ontario, Canada
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McEvoy JW, McCarthy CP, Bruno RM, Brouwers S, Canavan MD, Ceconi C, Christodorescu RM, Daskalopoulou SS, Ferro CJ, Gerdts E, Hanssen H, Harris J, Lauder L, McManus RJ, Molloy GJ, Rahimi K, Regitz-Zagrosek V, Rossi GP, Sandset EC, Scheenaerts B, Staessen JA, Uchmanowicz I, Volterrani M, Touyz RM. 2024 ESC Guidelines for the management of elevated blood pressure and hypertension. Eur Heart J 2024:ehae178. [PMID: 39210715 DOI: 10.1093/eurheartj/ehae178] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
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Rubovits E, Yedavalli A, Sadruddin S, Lavari K, Mudar R, Leung V, Cothran FA, Raj M. Engaging Asian American Family Caregivers in Clinical Trials: Awareness, Preferences, and Concerns. J Appl Gerontol 2024:7334648241271354. [PMID: 39101877 DOI: 10.1177/07334648241271354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024] Open
Abstract
The purpose of this study was to evaluate Asian American caregivers' experiences and concerns related to clinical trials and the types of information they trust, use, and prefer before enrolling their older relative in a clinical trial. We conducted an online, cross-sectional survey with Asian American family caregivers between July 2022 and April 2023. Of all respondents (n = 98), 62.2% reported knowing only a little about clinical trials. Respondents expressed wanting information about (a) the purpose, design, and components of the trial; (b) trial research ethics and safety; and (c) their responsibilities as the caregiver. Greater engagement between clinicians and family caregivers of culturally diverse older adults could help minimize sociocultural barriers to participation in clinical trials. Providing key information to family caregivers in a comprehensive and accessible way without adding burden could help caregivers understand their responsibilities through the clinical trial process.
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Affiliation(s)
- Eve Rubovits
- College of Applied Health Sciences, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Anjali Yedavalli
- College of Applied Health Sciences, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Sabeen Sadruddin
- College of Applied Health Sciences, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Kavin Lavari
- College of Applied Health Sciences, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Raksha Mudar
- College of Applied Health Sciences, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Vania Leung
- Department of Geriatric Medicine, University of Illinois Chicago, Chicago, IL, USA
| | | | - Minakshi Raj
- College of Applied Health Sciences, University of Illinois Urbana Champaign, Champaign, IL, USA
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Sharma A, Birkeland KI, Nermoen I, Sommer C, Qvigstad E, Lee-Ødegård S, Sveen KA, Sattar N, Sollid ST, Omland T, Myhre PL. N-terminal pro-B-type natriuretic peptide levels vary by ethnicity and are associated with insulin sensitivity after gestational diabetes mellitus. Cardiovasc Diabetol 2024; 23:284. [PMID: 39097697 PMCID: PMC11298077 DOI: 10.1186/s12933-024-02349-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 07/05/2024] [Indexed: 08/05/2024] Open
Abstract
BACKGROUND Individuals of South Asian origin have a greater risk of cardiovascular disease after gestational diabetes mellitus (GDM) than European individuals. B-type natriuretic peptide (BNP) and the amino-terminal fragment of its prohormone (NT-proBNP) are commonly used for heart failure screening and diagnosis, but biologically BNP exerts several beneficial cardiovascular effects primarily by counteracting the renin-angiotensin-aldosterone-system. We asked whether ethnic differences in circulating NT-proBNP levels could be explained by the differences in cardiometabolic and inflammatory risk markers? METHODS We examined 162 South Asian and 107 Nordic women in Norway 1-3 years after GDM with a clinical examination, fasting blood samples and an oral glucose tolerance test. We measured the levels of NT-proBNP, high-sensitivity cardiac troponin T, high-sensitivity C-reactive protein (hsCRP), interleukin-6 (IL-6), leptin, adiponectin and markers of insulin sensitivity, such as the Matsuda insulin sensitivity index (ISI). Finally, we tried to identify which independent covariate best mediated the ethnic differences in NT-proBNP. RESULTS The mean (SD) age was 35.3 (4.5) years, BMI 29.1 (6.0) kg/m2, waist-height ratio 0.60 (0.08) and 164 women (61%) had prediabetes/diabetes. Notably, South Asian women had lower levels of NT-proBNP than Nordic women in both the normoglycemic and prediabetes/diabetes groups (median (IQR) 26 (15-38) vs. 42 (22-66) ng/L, p < 0.001). Higher NT-proBNP levels were associated with greater insulin sensitivity in both South Asian and Nordic women (p = 0.005 and p < 0.001). South Asian women had higher levels of hsCRP (median (IQR) 2.2 (1.1-4.4) vs. 1.2 (0.3-4.2) mg/L), IL-6 (2.3 (1.5-3.2) vs. 1.5 (1.5-2.5) pg/mL), leptin (1647 (1176-2480) vs. 1223 (876-2313) pmol/L), and lower adiponectin levels (7.2 (5.3-9.3) vs. 10.0 (7.2-13.5) mg/L) and Matsuda ISI (2.4 (1.7-3.7) vs. 4.2 (2.9-6.1), pall<0.01) than Nordic women. Even after adjusting for these differences, higher NT-proBNP levels remained associated with insulin sensitivity (22% higher NT-proBNP per SD Matsuda ISI, p = 0.015). Insulin sensitivity and adiponectin mediated 53% and 41% of the ethnic difference in NT-proBNP. CONCLUSIONS NT-proBNP levels are lower in South Asian than in Nordic women after GDM. Lower NT-proBNP levels correlate with impaired insulin sensitivity. Lower NT-proBNP levels in South Asian women could, therefore, be attributed to impaired insulin sensitivity rather than total body fat.
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Affiliation(s)
- Archana Sharma
- Department of Endocrinology, Akershus University Hospital, Lørenskog, Norway.
- Department of Endocrinology, Campus Akershus University Hospital, Lørenskog, 1478, Norway.
| | - Kåre I Birkeland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Ingrid Nermoen
- Department of Endocrinology, Akershus University Hospital, Lørenskog, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Christine Sommer
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Elisabeth Qvigstad
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Sindre Lee-Ødegård
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Kari A Sveen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Naveed Sattar
- Institute of Cardiovascular and Medical Sciences, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, 126 University Place, Glasgow, G12 8TA, UK
| | - Stina T Sollid
- Department of Medicine, Drammen Hospital, Vestre Viken Health Trust, Drammen, Norway
| | - Torbjørn Omland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Akershus University Hospital, Lørenskog, Norway
| | - Peder L Myhre
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Akershus University Hospital, Lørenskog, Norway
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Karwa V, Wanjari A, Kumar S, Dhondge RH, Patil R, Kothari M. Optimizing Cardiovascular Health: A Comprehensive Review of Risk Assessment Strategies for Primary Prevention. Cureus 2024; 16:e66341. [PMID: 39246950 PMCID: PMC11379425 DOI: 10.7759/cureus.66341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Accepted: 08/06/2024] [Indexed: 09/10/2024] Open
Abstract
Cardiovascular disease (CVD) is a leading global health concern, and effective primary prevention strategies are essential to mitigate its impact. This comprehensive review examines current risk assessment strategies for primary prevention of CVD, emphasizing the importance of early identification and intervention to reduce disease incidence. Traditional risk factors such as hypertension, hyperlipidemia, smoking, and lifestyle choices are discussed alongside emerging factors, including genetic predispositions and biomarkers. The review evaluates various risk assessment tools and models, such as the Framingham risk score, atherosclerotic CVD risk calculator, QRISK, and Reynolds risk score, highlighting their methodologies, strengths, and limitations. Additionally, the review explores lifestyle modifications, including dietary changes, physical activity, weight management, smoking cessation, and pharmacological interventions like statins and antihypertensives. Special considerations for different populations, including the elderly, women, and those with a family history of CVD, are addressed. Future directions in cardiovascular risk assessment are also discussed, focusing on technological advancements and personalized medicine. This review aims to enhance the implementation of effective primary prevention measures and improve cardiovascular health outcomes by providing a thorough analysis of risk assessment strategies.
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Affiliation(s)
- Vineet Karwa
- Department of Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Anil Wanjari
- Department of Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Sunil Kumar
- Department of Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Rushikesh H Dhondge
- Department of Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Rajvardhan Patil
- Department of Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Manjeet Kothari
- Department of Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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Kamal S, Jasraj P, Krutika P, Devratsinh P, Maulik K, Dixit D. To Evaluate Efficiency of Various Coronary Artery Disease Risk Scores With Traditional Risk Factors in Patients Undergoing Coronary Angiography. J Saudi Heart Assoc 2024; 36:128-136. [PMID: 39011030 PMCID: PMC11249062 DOI: 10.37616/2212-5043.1386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 06/03/2024] [Accepted: 06/19/2024] [Indexed: 07/17/2024] Open
Abstract
Objective To analyze and compare various cardiovascular disease risk scores in Western Indian patients undergoing Coronary angiogram (CAG). Methods In this prospective cross-sectional study, 1213 patients who underwent conventional coronary angiography; clinical risk profile and biochemical investigations were evaluated prior to undergoing CAG. Apart from the demographic information, 10-year absolute risk of having a major cardiovascular event (cardiovascular death, myocardial infarction or stroke) was calculated for each patient using various available Traditional Risk Scores (TRS). The population was divided in low, intermediate and high-risk categories for each of these scores. Results Traditional cardiovascular risk factors like hypertension (41.8%) and diabetes mellitus-II (26.9%) were the two most prevalent risk factors in our study population. A higher risk value for all these TRS was more likely to be associated with obstructive coronary artery disease (OCAD) on CAG. Patients with high risk (≥20% for 10-year) QRESEARCH (QRISK3) score category had higher number of patients with obstructive CAD (49.6%) as compared to high risk category of risk score for those with high Global Registry of Acute Coronary Events (GRACE) score (46.6%) or risk Framingham (FRS CHD) score (29.2%) and risk atherosclerotic cardiovascular disease (ASCVD) score (30.1%) (P < 0.0001). A higher TRS was more likely to be associated with obstructive CAD, with the highest predictability being with QRISK3 (QRISK3 score 60.9%, GRACE score 54.9%, FRS-CHD score 34% and ASCVD score 42.1% respectively; P < 0.0001). A substantial study population (27.4%) cannot be identified using any of these TRS and hence a need of indigenous or modified risk scores is proposed. Conclusion QRISK3 score was most efficacious for predicting obstructive CAD in our Indian study population on CAG. A higher risk score also correlated with the number of vessels involved on coronary angiogram. A substantial obstructive CAD patient could not be identified using traditional risk scores hence need for an indigenous or modified score.
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Affiliation(s)
- Sharma Kamal
- Department of Cardiology, U. N. Mehta Institute of Cardiology and Research Centre (UNMICRC), Civil Hospital Campus, Asarwa, Ahmedabad, 380016, Gujarat, India
| | - Panwar Jasraj
- Interventional Cardiologist, Department of Cardiology, SMVS Hospital, Ahmedabad, Gujarat, India
| | - Patel Krutika
- Department of Research, U. N. Mehta Institute of Cardiology and Research Centre (UNMICRC), Civil Hospital Campus, Asarwa, Ahmedabad, 380016, Gujarat, India
| | - Parmar Devratsinh
- Department of Cardiology, U. N. Mehta Institute of Cardiology and Research Centre (UNMICRC), Civil Hospital Campus, Asarwa, Ahmedabad, 380016, Gujarat, India
| | - Kalyani Maulik
- Department of Cardiology, U. N. Mehta Institute of Cardiology and Research Centre (UNMICRC), Civil Hospital Campus, Asarwa, Ahmedabad, 380016, Gujarat, India
| | - Dhorajiya Dixit
- Department of Cardiology, U. N. Mehta Institute of Cardiology and Research Centre (UNMICRC), Civil Hospital Campus, Asarwa, Ahmedabad, 380016, Gujarat, India
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Oguntade AS, Taylor H, Lacey B, Lewington S. Adiposity, fat-free mass and incident heart failure in 500 000 individuals. Open Heart 2024; 11:e002711. [PMID: 38964877 PMCID: PMC11227841 DOI: 10.1136/openhrt-2024-002711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 06/20/2024] [Indexed: 07/06/2024] Open
Abstract
BACKGROUND AND AIMS The independent role of body fat distribution and fat-free mass in heart failure (HF) risk is unclear. We investigated the role of different body composition compartments in risk of HF. METHODS Present analyses include 428 087 participants (mean age 55.9 years, 44% male) from the UK Biobank. Associations of long-term average levels of body composition measures with incident HF were determined using adjusted Cox proportional hazards regression models. RESULTS Over a median follow-up of 13.8 years, there were 10 455 first-ever incident HF events. Overall, HF risk was more strongly associated with central adiposity (waist circumference (WC) adjusted for body mass index (BMI); HR 1.38, 95% CI 1.32 to 1.45) than general adiposity (BMI adjusted for WC; HR 1.22, 95% CI 1.16 to 1.27). Although dual X-ray absorptiometry-derived body fat remained positively related to HF after adjustment for fat-free mass (HR 1.37, 95% CI 1.18 to 1.59), the association of fat-free mass with HF was substantially attenuated by fat mass (HR 1.12, 95% CI 1.01 to 1.26) while visceral fat (VAT) remained associated with HF independent of subcutaneous fat (HR 1.20, 95% CI 1.09 to 1.33). In analyses of HF subtypes, HF with preserved ejection fraction was independently associated with all fat measures (eg, VAT: HR 1.23, 95% CI 1.12 to 1.35; body fat: HR 1.36, 95% CI 1.17 to 1.57) while HF with reduced ejection fraction was not independently associated with fat measures (eg, VAT: HR 1.29, 95% CI 0.98 to 1.68; body fat: HR 1.29, 95% CI 0.80 to 2.07). CONCLUSIONS This large-scale study shows that excess adiposity and fat mass are associated with higher HF risk while the association of fat-free mass with HF could be explained largely by its correlation with fat mass. The study also describes the independent relevance of body fat distribution to HF subtypes, suggesting different mechanisms may be driving their aetiopathogenesis.
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Affiliation(s)
- Ayodipupo S Oguntade
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Department of Cardiology, Hull University Teaching Hospitals NHS Trust, Hull, UK
| | - Hannah Taylor
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Ben Lacey
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
- UK Biobank, Stockport, UK
| | - Sarah Lewington
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
- MRC Population Health Research Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
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Baskaran L, Yan L, Tan CS, Ho WW, Tan SY, Williams MC, Han D, Nakanishi R, Cerci RJ, Ng M, Shaw LJ, Chua TSJ, Douglas P, Winther S. Evaluating the American Heart Association/American College of Cardiology Guideline-Recommended and Contemporary Pretest Probability Models in a Mixed Asian Cohort: The Contribution of Coronary Artery Calcium. J Am Heart Assoc 2024; 13:e033879. [PMID: 38934865 PMCID: PMC11255685 DOI: 10.1161/jaha.123.033879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 05/29/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Most pretest probability (PTP) tools for obstructive coronary artery disease (CAD) were Western -developed. The most appropriate PTP models and the contribution of coronary artery calcium score (CACS) in Asian populations remain unknown. In a mixed Asian cohort, we compare 5 PTP models: local assessment of the heart (LAH), CAD Consortium (CAD2), risk factor-weighted clinical likelihood, the American Heart Association/American College of Cardiology and the European Society of Cardiology PTP and 3 extended versions of these models that incorporated CACS: LAH(CACS), CAD2(CACS), and the CACS-clinical likelihood. METHODS AND RESULTS The study cohort included 771 patients referred for stable chest pain. Obstructive CAD prevalence was 27.5%. Calibration, area under the receiver-operating characteristic curves (AUC) and net reclassification index were evaluated. LAH clinical had the best calibration (χ2 5.8; P=0.12). For CACS models, LAH(CACS) showed least deviation between observed and expected cases (χ2 37.5; P<0.001). There was no difference in AUCs between the LAH clinical (AUC, 0.73 [95% CI, 0.69-0.77]), CAD2 clinical (AUC, 0.72 [95% CI, 0.68-0.76]), risk factor-weighted clinical likelihood (AUC, 0.73 [95% CI: 0.69-0.76) and European Society of Cardiology PTP (AUC, 0.71 [95% CI, 0.67-0.75]). CACS improved discrimination and reclassification of the LAH(CACS) (AUC, 0.88; net reclassification index, 0.46), CAD2(CACS) (AUC, 0.87; net reclassification index, 0.29) and CACS-CL (AUC, 0.87; net reclassification index, 0.25). CONCLUSIONS In a mixed Asian cohort, Asian-derived LAH models had similar discriminatory performance but better calibration and risk categorization for clinically relevant PTP cutoffs. Incorporating CACS improved discrimination and reclassification. These results support the use of population-matched, CACS-inclusive PTP tools for the prediction of obstructive CAD.
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Affiliation(s)
- Lohendran Baskaran
- Department of CardiologyNational Heart Centre SingaporeSingaporeSingapore
- Duke‐NUS Medical SchoolNational University of SingaporeSingaporeSingapore
- CVS.AINational Heart Research Institute of SingaporeSingaporeSingapore
| | - Linxuan Yan
- Duke‐NUS Medical SchoolNational University of SingaporeSingaporeSingapore
| | - Chun S. Tan
- Department of CardiologyNational Heart Centre SingaporeSingaporeSingapore
| | - Woon W. Ho
- Department of CardiologyNational Heart Centre SingaporeSingaporeSingapore
| | - Swee Y. Tan
- Department of CardiologyNational Heart Centre SingaporeSingaporeSingapore
- Duke‐NUS Medical SchoolNational University of SingaporeSingaporeSingapore
| | - Michelle C. Williams
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular ScienceEdinburghUK
| | - Donghee Han
- Department of ImagingCedars‐Sinai Medical CenterLos AngelesCAUSA
| | - Rine Nakanishi
- Department of Cardiovascular Medicine, Toho University Graduate School of MedicineToho University Omori Medical CenterTokyoJapan
| | | | - Ming‐Yen Ng
- Department of Diagnostic Radiology, School of Clinical Medicine, Li Ka Shing Faculty of MedicineThe University of Hong KongPok Fu LamHong Kong
| | - Leslee J. Shaw
- Icahn School of Medicine at Mount SinaiBlavatnik Family Women’s Health Research InstituteNew YorkNYUSA
| | - Terrance S. J. Chua
- Department of CardiologyNational Heart Centre SingaporeSingaporeSingapore
- Duke‐NUS Medical SchoolNational University of SingaporeSingaporeSingapore
| | - Pamela Douglas
- Division of CardiologyDuke University School of MedicineDurhamNCUSA
| | - Simon Winther
- Department of CardiologyGødstrup HospitalHerningDenmark
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Sadaf MI, Akbar UA, Nasir K, Hanif B, Virani SS, Patel KV, Khan SU. Cardiovascular Health and Disease in the Pakistani American Population. Curr Atheroscler Rep 2024; 26:205-215. [PMID: 38669004 DOI: 10.1007/s11883-024-01201-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2024] [Indexed: 05/28/2024]
Abstract
PURPOSE OF REVIEW This narrative review seeks to elucidate clinical and social factors influencing cardiovascular health, explore the challenges and potential solutions for enhancing cardiovascular health, and identify areas where further research is needed to better understand cardiovascular issues in native and American Pakistani populations. RECENT FINDINGS The prevalence of cardiometabolic disease is high not only in Pakistan but also among its global diaspora. This situation is further complicated by the inadequacy of current cardiovascular risk assessment tools, which often fall short of accurately gauging the risk among Pakistani individuals, underscoring the urgent need for more tailored and effective assessment methodologies. Moreover, social determinants play a crucial role in shaping cardiovascular health. The burden of cardiovascular disease and upstream risk factors is high among American Pakistani individuals. Future research is needed to better understand the heightened risk of cardiovascular disease among Pakistani individuals.
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Affiliation(s)
- Murrium I Sadaf
- Department of Cardiology, University of Arkansas Medical Center, Little Rock, AR, USA
- John L. McClellan Memorial Veterans Hospital, Little Rock, AR, USA
| | - Usman Ali Akbar
- West Virginia University-Camden Clark Medical Center, Parkersburg, WV, USA
| | - Khurram Nasir
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Bashir Hanif
- Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Salim S Virani
- The Aga Khan University, Karachi, Pakistan
- Baylor College of Medicine, Texas Heart Institute, Houston, TX, USA
| | - Kershaw V Patel
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Safi U Khan
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.
- Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.
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Ramcharan P, Katwaroo AR, Hosein R, Maharaj N, Swarath SM, Seecheran V, Seecheran RV, Seecheran NA. Myocardial Bridging-Induced Acute Coronary Syndrome: A Bridge Too Far. Cureus 2024; 16:e62052. [PMID: 38989362 PMCID: PMC11234800 DOI: 10.7759/cureus.62052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2024] [Indexed: 07/12/2024] Open
Abstract
Recent studies suggest a potential association between myocardial bridging (MB) and accelerated atherosclerotic plaque formation. We describe the case report of a 37-year-old South Asian male with no established risk factors for coronary artery disease (CAD) who presented with a non-ST-segment-elevation acute coronary syndrome (NSTE-ACS) with a coincident widowmaker lesion and severe MB. He was successfully managed with comprehensive guideline-directed medical therapy (GDMT) and urgent percutaneous coronary intervention (PCI) of the culprit lesion, sparing the MB segment. The clinician should be cognizant of MB implicating ACS as a major adverse cardiovascular event (MACE) and its key management strategies.
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Affiliation(s)
- Priya Ramcharan
- Cardiology, North Central Regional Health Authority, Mt. Hope, TTO
| | - Arun R Katwaroo
- Internal Medicine, Trinidad Institute of Medical Technology, St. Augustine, TTO
| | - Reyaz Hosein
- Internal Medicine, North Central Regional Health Authority, Mt. Hope, TTO
| | - Nicole Maharaj
- Internal Medicine, North Central Regional Health Authority, Mt. Hope, TTO
| | - Steven M Swarath
- Internal Medicine, North Central Regional Health Authority, Mt. Hope, TTO
| | - Valmiki Seecheran
- Internal Medicine, North Central Regional Health Authority, Mt. Hope, TTO
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Kaur G, Masket D, Reddy T, Revankar S, Satish P, Paquin A, Mulvagh S, O'Donoghue ML, Zieroth S, Farkouh M, Gulati M. Socioeconomic Disparities in Women's Cardiovascular Health in the United States and Canada. Can J Cardiol 2024; 40:1056-1068. [PMID: 38593915 DOI: 10.1016/j.cjca.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 03/12/2024] [Accepted: 04/02/2024] [Indexed: 04/11/2024] Open
Abstract
Cardiovascular disease has been the leading cause of death in the United States and Canada for decades. Although it affects millions of people across a multitude of backgrounds, notable disparities in cardiovascular health are observed among women and become more apparent when accounting for race and socioeconomic status. Although intrinsic sex-specific physiologic differences predispose women to poorer outcomes, social determinants of health (SDOH) and biases at both the individual provider and the larger health care system levels play an equal, if not greater, role. This review examines socioeconomic disparities in women compared with men regarding cardiovascular risk factors, treatments, and outcomes. Although various at-risk subpopulations exist, we highlight the impact of SDOH in specific populations, including patients with disabilities, transgender persons, and South Asian and Indigenous populations. These groups are underrepresented in studies and experience poorer health outcomes owing to structural barriers to care. These findings emphasise the significance of understanding the interplay of different socioeconomic factors and how their stacking can negatively affect women's cardiovascular health. To address these disparities, we propose a multipronged approach to augment culturally sensitive and patient-centred care. This includes increased cardiovascular workforce diversity, inclusion of underrepresented populations into analyses of cardiovascular metrics, and greater utilisation of technology and telemedicine to improve access to health care. Achieving this goal will necessitate active participation from patients, health care administrators, physicians, and policy makers, and is imperative in closing the cardiovascular health gap for women over the coming decades.
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Affiliation(s)
- Gurleen Kaur
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Diane Masket
- Rowan-Virtua School of Osteopathic Medicine, Stratford, New Jersey, USA
| | - Tina Reddy
- Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Shruti Revankar
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Priyanka Satish
- Ascension Texas Cardiovascular, University of Texas at Austin Dell School of Medicine, Austin, Texas, USA
| | - Amelie Paquin
- Barbra Streisand Women's Heart Center, Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA
| | - Sharon Mulvagh
- Division of Cardiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Michelle L O'Donoghue
- TIMI Study Group, Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Shelley Zieroth
- Division of Cardiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Michael Farkouh
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA
| | - Martha Gulati
- Barbra Streisand Women's Heart Center, Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA.
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Gami A, Bisht S, Satish P, Blaha MJ, Patel J. The utility of coronary artery calcium scoring to enhance cardiovascular risk assessment for South Asian adults. Prog Cardiovasc Dis 2024; 84:7-13. [PMID: 38723928 DOI: 10.1016/j.pcad.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 05/01/2024] [Indexed: 06/01/2024]
Abstract
South Asian individuals represent a highly diverse population and are one of the fastest growing ethnic groups in the United States. This population has a high prevalence of traditional and non-traditional cardiovascular disease (CVD) risk factors and a disproportionately high prevalence of coronary heart disease. To reflect this, current national society guidelines have designated South Asian ancestry as a "risk enhancing factor" which may be used to guide initiation or intensification of statin therapy. However, current methods of assessing cardiovascular risk in South Asian adults may not adequately capture the true risk in this diverse population. Coronary artery calcium (CAC) scoring provides a reliable, reproducible, and highly personalized method to provide CVD risk assessment and inform subsequent pharmacotherapy recommendations, if indicated. This review describes the utility of CAC scoring for South Asian individuals.
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Affiliation(s)
- Abhishek Gami
- Johns Hopkins University School of Medicine, Department of Internal Medicine, Baltimore, MD, USA
| | - Sushrit Bisht
- Anne Arundel Medical Center, Department of Internal Medicine, Annapolis, MD, USA
| | - Priyanka Satish
- Houston Methodist DeBakey Heart and Vascular Center, TX, USA
| | - Michael J Blaha
- South Asian Cardiovascular Health Initiative (SACHI), Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
| | - Jaideep Patel
- South Asian Cardiovascular Health Initiative (SACHI), Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA.
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Jain V, Rifai MA, Kanaya AM, Shah NS, Talegawkar SA, Virani SS, Michos ED, Blumenthal RS, Patel J. Association of cardiovascular health with subclinical coronary atherosclerosis progression among five racial and ethnic groups: The MASALA and MESA studies. Atherosclerosis 2024; 392:117522. [PMID: 38583288 DOI: 10.1016/j.atherosclerosis.2024.117522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/27/2024] [Accepted: 03/14/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND AND AIMS South Asian adults (SA) are at higher risk for atherosclerotic cardiovascular disease (ASCVD) compared with other racial/ethnic groups. Life's Simple 7 (LS7) is a guideline-recommended, cardiovascular health (CVH) construct to guide optimization of cardiovascular risk factors. We sought to assess if the LS7 metrics predict coronary artery calcium (CAC) incidence and progression in asymptomatic SA compared with four other racial/ethnic groups. METHODS We assessed the distribution of CVH metrics (inadequate: score 0-8, average: 9-10, optimal: 11-14, and per 1-unit higher score) and its association with incidence and progression of CAC among South Asians in the Mediators of Atherosclerosis in South Asians Living in America (MASALA) study compared with other race/ethnic groups from the Multiethnic Study of Atherosclerosis (MESA). RESULTS We included 810 SA, 2622 Non-Hispanic White (NHW), and 4192 Other adults (collectively 1893 Black, 1496 Hispanic and 803 Chinese American participants, respectively). SA and White participants compared to Other race/ethnicity groups were more likely to have optimal CVH metrics (26% SA vs 28% White participants vs 21% Other, respectively, p < 0.001). Similar to NHW and the Other race/ethnic group, SA participants with optimal baseline CVH were less likely to develop incident CAC on follow-up evaluation compared to participants with inadequate CVH metrics, optimal CVH/CAC = 0: 24% SA, 28% NHW, and 15% Other (p < 0.01). In multivariable linear and logistic regression models, there was no difference in annualized CAC incidence or progression between each race/ethnic group (pinteraction = 0.85 and pinteraction = 0.17, respectively). Optimal blood pressure control was associated with lower CAC incidence among SA participants [OR (95% CI): 0.30 (0.14-0.63), p < 0.01] and Other race and ethnicity participants [0.32 (0.19-0.53), p < 0.01]. CONCLUSIONS Optimal CVH metrics are associated with lower incident CAC and CAC progression among South Asians, similar to other racial groups/ethnicities. These findings underscore the importance of optimizing and maintaining CVH to mitigate the future risk of subclinical atherosclerosis in this higher risk population.
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Affiliation(s)
- Vardhmaan Jain
- Department of Cardiovascular Medicine, Emory University School of Medicine, GA, USA
| | - Mahmoud Al Rifai
- Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart & Vascular Center, TX, USA
| | - Alka M Kanaya
- Department of Medicine, University of California, San Francisco, USA
| | - Nilay S Shah
- Division of Cardiology, Northwestern University Feinberg School of Medicine, IL, USA
| | - Sameera A Talegawkar
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, The George Washington University, DC, USA
| | - Salim S Virani
- Department of Cardiovascular Medicine, Baylor College of Medicine, TX, USA & the Aga Khan University, Karachi, Pakistan
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, MD, USA
| | - Roger S Blumenthal
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, MD, USA
| | - Jaideep Patel
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, MD, USA.
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18
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Chen DC, Lu K, Scherzer R, Lees JS, Rutherford E, Mark PB, Potok OA, Rifkin DE, Ix JH, Shlipak MG, Estrella MM. Cystatin C- and Creatinine-based Estimated GFR Differences: Prevalence and Predictors in the UK Biobank. Kidney Med 2024; 6:100796. [PMID: 38567244 PMCID: PMC10986041 DOI: 10.1016/j.xkme.2024.100796] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
Rationale & Objective Large differences between estimated glomerular filtration rate (eGFR) based on cystatin C (eGFRcys) and creatinine (eGFRcr) occur commonly. A comprehensive evaluation of factors that contribute to these differences is needed to guide the interpretation of discrepant eGFR values. Study Design Cohort study. Setting & Participants 468,969 participants in the UK Biobank. Exposures Candidate sociodemographic, lifestyle factors, comorbidities, medication usage, and physical and laboratory predictors. Outcomes eGFRdiff, defined as eGFRcys minus eGFRcr, categorized into 3 levels: lower eGFRcys (eGFRdiff, less than -15 mL/min/1.73 m2), concordant eGFRcys and eGFRcr (eGFRdiff, -15 to < 15 mL/min/1.73 m2), and lower eGFRcr (eGFRdiff, ≥15 mL/min/1.73 m2). Analytical Approach Multinomial logistic regression models were constructed to identify predictors of lower eGFRcys or lower eGFRcr. We developed 2 prediction models comprising 375,175 participants: (1) a clinical model using clinically available variables and (2) an enriched model additionally including lifestyle variables. The models were internally validated in an additional 93,794 participants. Results Mean ± standard deviation of eGFRcys was 88 ± 16 mL/min/1.73 m2, and eGFRcr was 95 ± 13 mL/min/1.73 m2; 25% and 5% of participants were in the lower eGFRcys and lower eGFRcr groups, respectively. In the multivariable enriched model, strong predictors of lower eGFRcys were older age, male sex, South Asian ethnicity, current smoker (vs never smoker), history of thyroid dysfunction, chronic inflammatory disease, steroid use, higher waist circumference and body fat, and urinary albumin-creatinine ratio >300 mg/g. Odds ratio estimates for these predictors were largely inverse of those in the lower eGFRcr group. The model's area under the curve was 0.75 in the validation set, with good calibration (1.00). Limitations Limited generalizability. Conclusions This study highlights the multitude of demographic, lifestyle, and health characteristics that are associated with large eGFRdiff. The clinical model may identify individuals who are likely to have discrepant eGFR values and thus should be prioritized for cystatin C testing.
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Affiliation(s)
- Debbie C. Chen
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA
- Kidney Health Research Collaborative, San Francisco VA Health Care System & University of California, San Francisco, San Francisco, CA
- Genentech, Inc., South San Francisco, CA
| | - Kaiwei Lu
- Kidney Health Research Collaborative, San Francisco VA Health Care System & University of California, San Francisco, San Francisco, CA
- Department of Medicine, San Francisco VA Health Care System, San Francisco, CA
| | - Rebecca Scherzer
- Kidney Health Research Collaborative, San Francisco VA Health Care System & University of California, San Francisco, San Francisco, CA
- Department of Medicine, San Francisco VA Health Care System, San Francisco, CA
| | - Jennifer S. Lees
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, UK
| | - Elaine Rutherford
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
- Renal Unit, Mountainhall Treatment Centre, NHS Dumfries and Galloway, Dumfries, UK
| | - Patrick B. Mark
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, UK
| | - O. Alison Potok
- Division of Nephrology and Hypertension, Department of Medicine, University of California, San Diego, San Diego, CA
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Dena E. Rifkin
- Division of Nephrology and Hypertension, Department of Medicine, University of California, San Diego, San Diego, CA
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Joachim H. Ix
- Division of Nephrology and Hypertension, Department of Medicine, University of California, San Diego, San Diego, CA
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Michael G. Shlipak
- Kidney Health Research Collaborative, San Francisco VA Health Care System & University of California, San Francisco, San Francisco, CA
- Department of Medicine, San Francisco VA Health Care System, San Francisco, CA
- Department Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Michelle M. Estrella
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA
- Kidney Health Research Collaborative, San Francisco VA Health Care System & University of California, San Francisco, San Francisco, CA
- Department of Medicine, San Francisco VA Health Care System, San Francisco, CA
- Division of Nephrology, Department of Medicine, San Francisco VA Health Care System, San Francisco, CA
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Akhtar N, Singh R, Kamran S, Joseph S, Morgan D, Uy RT, Treit S, Shuaib A. Association between serum triglycerides and stroke type, severity, and prognosis. Analysis in 6558 patients. BMC Neurol 2024; 24:88. [PMID: 38443844 PMCID: PMC10913234 DOI: 10.1186/s12883-024-03572-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 02/15/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Hypertriglyceridemia (HT) may increase the risk of stroke. Limited studies have shown that stroke severity and infarction size are smaller in patients with HT. We explored the relationship between triglyceride levels and stroke risk factors, severity and outcome in a large prospective database. DESIGN Prospective Cross-sectional study. SETTING We retrospectively interrogated the Qatar Stroke Database in all patients admitted between 2014-2022 with acute ischemic stroke and evaluated the relationship between triglyceride, diabetes, stroke severity (measured on NIHSS), stroke type (TOAST classification) and the short- (mRS at 90 days) and long-term outcomes (MACE at 1 year) in patients with HT. PARTICIPANTS Six thousand five hundred fifty-eight patients ≥20 years were included in this study RESULTS: Six thousand five hundred fifty-eight patients with ischemic stroke [mean age 54.6 ± 12. 9; male 82.1%) were included. Triglyceride levels upon admission were low-normal (≤1.1 mmol/L) in 2019 patients, high-normal (1.2-1.7 mmol/L) in 2142 patients, borderline-high (1.8-2.2 mmol/L) in 1072 patients and high (≥2.3 mmol/L) in 1325 patients. Higher triglyceride levels were associated with stroke and increased likelihood of having diabetes, obesity, active smoking, and small vessel/lacunar stroke type. An inverse relationship was noted whereby higher triglyceride levels were associated with lower stroke severity and reduced likelihood of poorer outcome (mRS 3-6) at discharge and 90 days. Long-term MACE events were less frequent in patients with higher triglyceride levels. After adjusting age, gender, diabetes, prior stroke, CAD, and obesity, multivariate analysis showed that hypertension and triglyceride levels were higher in mild ischemic strokes patients. CONCLUSIONS Increasing triglycerides are associated with higher risk of small vessel disease and requires further prospective cohort studies for confirmation.
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Affiliation(s)
- Naveed Akhtar
- Hamad Medical Corporation, Neurology, North Tower, Doha, Qatar
| | - Rajvir Singh
- Hamad Medical Corporation, Neurology, North Tower, Doha, Qatar
| | - Saadat Kamran
- Hamad Medical Corporation, Neurology, North Tower, Doha, Qatar
| | - Sujatha Joseph
- Hamad Medical Corporation, Neurology, North Tower, Doha, Qatar
| | - Deborah Morgan
- Hamad Medical Corporation, Neurology, North Tower, Doha, Qatar
| | - Ryan Ty Uy
- Hamad Medical Corporation, Neurology, North Tower, Doha, Qatar
| | - Sarah Treit
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Ashfaq Shuaib
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.
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Jones D, Persad-Ramdeensingh S, Abrahim SC, Seecheran N, Haraksingh RR. Prevalence of CYP2C19*2 and CYP2C19*3 Allelic Variants and Clopidogrel Use in Patients with Cardiovascular Disease in Trinidad & Tobago. Cardiol Ther 2024; 13:191-203. [PMID: 38285330 PMCID: PMC10899551 DOI: 10.1007/s40119-024-00348-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 01/03/2024] [Indexed: 01/30/2024] Open
Abstract
INTRODUCTION Trinidad & Tobago has the highest prevalence of cardiovascular disease (CVD) in the Caribbean and clopidogrel is a ubiquitously used treatment. Yet, the extent of genetically mediated clopidogrel resistance is unknown. To determine this, we investigated whether the association between CYP2C19*2 and CYP2C19*3 genetic variants and clopidogrel resistance holds, and calculated the frequencies of these in the Trinidadian CVD population. METHODS Demographic data, clinical data, and a saliva sample were collected under informed consent from 22 patients with CVD on dual anti-platelet therapy whose biochemical resistance to clopidogrel is known, and a further 162 patients accessing the main public CVD clinic in Trinidad and who are either currently being treated or are likely to be treated with clopidogrel. A polymerase chain reaction (PCR) and restriction enzyme digestion procedure was used to genotype each patient for the CYP2C19*2 and CYP2C19*3 allelic variants. Genotype was compared to known clopidogrel resistance in the 22 patients, and to disease status and clopidogrel usage in the larger cohort. RESULTS CYP2C19*2 genotype was concordant with clopidogrel resistance. CYP2C19*2 was detected in 61.1% (99/162) of patients and CYP2C19*3 was undetected. Clopidogrel was the most prescribed antiplatelet therapy (42%). A total of 120 people presented with coronary artery disease (CAD) and 52.5% of these (n = 63/120) are currently prescribed clopidogrel. 63.5% (40/63) of patients with CAD who are prescribed clopidogrel carry the CYP2C19*2 allele; ten homozygous and 30 heterozygous. Indian patients comprised 65% of the cohort and were four times more likely to carry the CYP2C19*2 allele than African patients. CONCLUSIONS A large proportion of Trinidadian patients with CVD who are prescribed or may be prescribed clopidogrel carry genetic variants associated with clopidogrel resistance. These results emphasize the clinical need for further investigation into whether CYP2C19*2 genotype should guide clopidogrel use for the cardiovascular disease population in Trinidad & Tobago. A slide deck is available for this article.
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Affiliation(s)
- Daniele Jones
- Department of Life Sciences, The University of the West Indies, St. Augustine, Trinidad and Tobago
| | | | | | - Naveen Seecheran
- Department of Clinical Medical Sciences, The University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Rajini Rani Haraksingh
- Department of Life Sciences, The University of the West Indies, St. Augustine, Trinidad and Tobago.
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21
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Mohottige D. Paving a Path to Equity in Cardiorenal Care. Semin Nephrol 2024; 44:151519. [PMID: 38960842 DOI: 10.1016/j.semnephrol.2024.151519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/05/2024]
Abstract
Cardiorenal syndrome encompasses a dynamic interplay between cardiovascular and kidney disease, and its prevention requires careful examination of multiple predisposing underlying conditions. The unequal distribution of diabetes, heart failure, hypertension, and kidney disease requires special attention because of the influence of these conditions on cardiorenal disease. Despite growing evidence regarding the benefits of disease-modifying agents (e.g., sodium-glucose cotransporter 2 inhibitors) for cardiovascular, kidney, and metabolic (CKM) disease, significant disparities remain in access to and utilization of these essential therapeutics. Multilevel barriers impeding their use require multisector interventions that address patient, provider, and health system-tailored strategies. Burgeoning literature also describes the critical role of unequal social determinants of health, or the sociopolitical contexts in which people live and work, in cardiorenal risk factors, including heart failure, diabetes, and chronic kidney disease. This review outlines (i) inequality in the burden and treatment of hypertension, type 2 diabetes, and heart failure; (ii) disparities in the use of key disease-modifying therapies for CKM diseases; and (iii) multilevel barriers and solutions to achieve greater pharmacoequity in the use of disease-modifying therapies. In addition, this review provides summative evidence regarding the role of unequal social determinants of health in cardiorenal health disparities, further outlining potential considerations for future research and intervention. As proposed in the 2023 American Heart Association presidential advisory on CKM health, a paradigm shift will be needed to achieve cardiorenal health equity. Through a deeper understanding of CKM health and a commitment to equity in the prevention, detection, and treatment of CKM disease, we can achieve this critical goal.
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Affiliation(s)
- Dinushika Mohottige
- Institute for Health Equity Research, Department of Population Health, Icahn School of Medicine at Mount Sinai, New York, NY; Barbara T. Murphy Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
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22
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Natarajan P, Patel AP. Differences in Circulating Progenitor Cells and Risk of Atherosclerotic Cardiovascular Disease in South Asian Individuals. J Am Coll Cardiol 2024; 83:770-771. [PMID: 38355247 DOI: 10.1016/j.jacc.2023.12.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 12/21/2023] [Indexed: 02/16/2024]
Affiliation(s)
- Pradeep Natarajan
- Division of Cardiology and Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA; Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
| | - Aniruddh P Patel
- Division of Cardiology and Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA; Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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23
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Krishnaraj A, Bakbak E, Teoh H, Pan Y, Firoz IN, Pandey AK, Terenzi DC, Verma R, Bari B, Bakbak AI, Kunjummar SP, Yanagawa B, Connelly KA, Mazer CD, Rotstein OD, Quan A, Bhatt DL, McGuire DK, Hess DA, Verma S. Vascular Regenerative Cell Deficiencies in South Asian Adults. J Am Coll Cardiol 2024; 83:755-769. [PMID: 38355246 DOI: 10.1016/j.jacc.2023.12.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 10/26/2023] [Accepted: 12/06/2023] [Indexed: 02/16/2024]
Abstract
BACKGROUND South Asian individuals shoulder a disproportionate burden of cardiometabolic diseases. OBJECTIVES The purpose of this study was to determine if vascular regenerative cell content varies significantly between South Asian and White European people. METHODS Between January 2022 and January 2023, 60 South Asian and 60 White European adults with either documented cardiovascular disease or established diabetes with ≥1 other cardiovascular risk factor were prospectively enrolled. Vascular regenerative cell content in venous blood was enumerated using a flow cytometry assay that is based on high aldehyde dehydrogenase (ALDHhi) activity and cell surface marker phenotyping. The primary outcome was the difference in frequency of circulating ALDHhi progenitor cells, monocytes, and granulocytes between the 2 groups. RESULTS Compared with White European participants, those of South Asian ethnicity were younger (69 ± 10 years vs 66 ± 9 years; P < 0.05), had lower weight (88 ± 19 kg vs 75 ± 13 kg; P < 0.001), and exhibited a greater prevalence of type 2 diabetes (62% vs 92%). South Asian individuals had markedly lower circulating frequencies of pro-angiogenic ALDHhiSSClowCD133+ progenitor cells (P < 0.001) and ALDHhiSSCmidCD14+CD163+ monocytes with vessel-reparative capacity (P < 0.001), as well as proportionally more ALDHhi progenitor cells with high reactive oxygen species content (P < 0.05). After correction for sex, age, body mass index, and glycated hemoglobin, South Asian ethnicity was independently associated with lower ALDHhiSSClowCD133+ cell count. CONCLUSIONS South Asian people with cardiometabolic disease had less vascular regenerative and reparative cells suggesting compromised vessel repair capabilities that may contribute to the excess vascular risk in this population. (The Role of South Asian vs European Origins on Circulating Regenerative Cell Exhaustion [ORIGINS-RCE]; NCT05253521).
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Affiliation(s)
- Aishwarya Krishnaraj
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Ehab Bakbak
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Hwee Teoh
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Division of Endocrinology and Metabolism, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada
| | - Yi Pan
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada
| | - Irene N Firoz
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Arjun K Pandey
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Raj Verma
- School of Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Basel Bari
- Markham Health+ Plex, Markham, Ontario, Canada
| | | | | | - Bobby Yanagawa
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Kim A Connelly
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Division of Cardiology, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Physiology, University of Toronto, Toronto, Ontario, Canada
| | - C David Mazer
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada; Department of Physiology, University of Toronto, Toronto, Ontario, Canada; Department of Anesthesia, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ori D Rotstein
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of General Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada
| | - Adrian Quan
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada
| | - Deepak L Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai Health System, New York, New York, USA
| | - Darren K McGuire
- Division of Cardiology, University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas, Texas, USA
| | - David A Hess
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada; Department of Physiology and Pharmacology, Western University, London, Ontario, Canada; Molecular Medicine Research Laboratories, Robarts Research Institute, London, Ontario, Canada.
| | - Subodh Verma
- Division of Cardiac Surgery, St Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, University of Toronto, Toronto, Ontario, Canada.
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24
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Patel AP. Potential for Bridging Treatment Gaps in Cardiovascular Health in Asia With Inclusive Clinical Trials. JACC. ASIA 2024; 4:135-137. [PMID: 38371288 PMCID: PMC10866730 DOI: 10.1016/j.jacasi.2023.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Affiliation(s)
- Aniruddh P. Patel
- Address for correspondence: Dr Aniruddh P. Patel, Simches Research Center, Massachusetts General Hospital, 185 Cambridge Street, CPZN 3.218, Boston, Massachusetts 02114, USA. @AniruddhPatelMD
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25
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Khan SS, Coresh J, Pencina MJ, Ndumele CE, Rangaswami J, Chow SL, Palaniappan LP, Sperling LS, Virani SS, Ho JE, Neeland IJ, Tuttle KR, Rajgopal Singh R, Elkind MSV, Lloyd-Jones DM. Novel Prediction Equations for Absolute Risk Assessment of Total Cardiovascular Disease Incorporating Cardiovascular-Kidney-Metabolic Health: A Scientific Statement From the American Heart Association. Circulation 2023; 148:1982-2004. [PMID: 37947094 DOI: 10.1161/cir.0000000000001191] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Cardiovascular-kidney-metabolic (CKM) syndrome is a novel construct recently defined by the American Heart Association in response to the high prevalence of metabolic and kidney disease. Epidemiological data demonstrate higher absolute risk of both atherosclerotic cardiovascular disease (CVD) and heart failure as an individual progresses from CKM stage 0 to stage 3, but optimal strategies for risk assessment need to be refined. Absolute risk assessment with the goal to match type and intensity of interventions with predicted risk and expected treatment benefit remains the cornerstone of primary prevention. Given the growing number of therapies in our armamentarium that simultaneously address all 3 CKM axes, novel risk prediction equations are needed that incorporate predictors and outcomes relevant to the CKM context. This should also include social determinants of health, which are key upstream drivers of CVD, to more equitably estimate and address risk. This scientific statement summarizes the background, rationale, and clinical implications for the newly developed sex-specific, race-free risk equations: PREVENT (AHA Predicting Risk of CVD Events). The PREVENT equations enable 10- and 30-year risk estimates for total CVD (composite of atherosclerotic CVD and heart failure), include estimated glomerular filtration rate as a predictor, and adjust for competing risk of non-CVD death among adults 30 to 79 years of age. Additional models accommodate enhanced predictive utility with the addition of CKM factors when clinically indicated for measurement (urine albumin-to-creatinine ratio and hemoglobin A1c) or social determinants of health (social deprivation index) when available. Approaches to implement risk-based prevention using PREVENT across various settings are discussed.
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26
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Muniyappa R, Narayanappa SBK. Disentangling Dual Threats: Premature Coronary Artery Disease and Early-Onset Type 2 Diabetes Mellitus in South Asians. J Endocr Soc 2023; 8:bvad167. [PMID: 38178904 PMCID: PMC10765382 DOI: 10.1210/jendso/bvad167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Indexed: 01/06/2024] Open
Abstract
South Asian individuals (SAs) face heightened risks of premature coronary artery disease (CAD) and early-onset type 2 diabetes mellitus (T2DM), with grave health, societal, and economic implications due to the region's dense population. Both conditions, influenced by cardiometabolic risk factors such as insulin resistance, hypertension, and central adiposity, manifest earlier and with unique thresholds in SAs. Epidemiological, demographic, nutritional, environmental, sociocultural, and economic transitions in SA have exacerbated the twin epidemic. The coupling of premature CAD and T2DM arises from increased obesity due to limited adipose storage, early-life undernutrition, distinct fat thresholds, reduced muscle mass, and a predisposition for hepatic fat accumulation from certain dietary choices cumulatively precipitating a decline in insulin sensitivity. As T2DM ensues, the β-cell adaptive responses are suboptimal, precipitating a transition from compensatory hyperinsulinemia to β-cell decompensation, underscoring a reduced functional β-cell reserve in SAs. This review delves into the interplay of these mechanisms and highlights a prediabetes endotype tied to elevated vascular risk. Deciphering these mechanistic interconnections promises to refine stratification paradigms, surpassing extant risk-prediction strategies.
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Affiliation(s)
- Ranganath Muniyappa
- Clinical Endocrine Section, Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Satish Babu K Narayanappa
- Department of Medicine, Sri Madhusudan Sai Institute of Medical Sciences and Research, Muddenahalli, Karnataka 562101, India
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27
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Bhattacharya R, Chen N, Shim I, Kuwahara H, Gao X, Alkuraya FS, Fahed AC. Massive underrepresentation of Arabs in genomic studies of common disease. Genome Med 2023; 15:99. [PMID: 37993966 PMCID: PMC10664351 DOI: 10.1186/s13073-023-01254-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 11/08/2023] [Indexed: 11/24/2023] Open
Abstract
Arabs represent 5% of the world population and have a high prevalence of common disease, yet remain greatly underrepresented in genome-wide association studies, where only 1 in 600 individuals are Arab. We highlight the persistent and unaddressed underrepresentation of Arabs in genomic databases and discuss its impact on public health genomics and missed opportunities for biological discovery.
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Affiliation(s)
- Romit Bhattacharya
- Department of Medicine, Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge Street | CPZN 3.128, Boston, MA, 02114, USA
- Department of Medicine, Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - NingNing Chen
- Computational Biosciences Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
| | - Injeong Shim
- Department of Medicine, Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Digital Health, Samsung Medical Center, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of South Korea
| | - Hiroyuki Kuwahara
- Computational Biosciences Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
| | - Xin Gao
- Computational Biosciences Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
| | - Fowzan S Alkuraya
- Department of Translational Genomics, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia.
| | - Akl C Fahed
- Department of Medicine, Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge Street | CPZN 3.128, Boston, MA, 02114, USA.
- Department of Medicine, Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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28
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Hanif B, Sheikh S, Peerwani G, Cainzos-Achirica M, Javed W, Baqar JB, Samad Z, Bashir F, S Virani S, Nasir K, Aijaz S. PAKistan Study of prEmature coronary atHerosclerosis in young AdulTs (PAK-SEHAT): a prospective longitudinal study protocol investigating the prevalence, severity and determinants of atherosclerotic cardiovascular disease in the young adult Pakistani population. BMJ Open 2023; 13:e076045. [PMID: 37984941 PMCID: PMC10660834 DOI: 10.1136/bmjopen-2023-076045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 08/17/2023] [Indexed: 11/22/2023] Open
Abstract
INTRODUCTION Atherosclerotic cardiovascular disease (ASCVD) is a major cause of morbidity, mortality and health expenditures worldwide. Despite having higher ASCVD in the Pakistani population, data on subclinical coronary atherosclerosis in young Pakistanis remain scarce. The PAKistan Study of prEmature coronary atHerosclerosis in young AdulTs (PAK-SEHAT) aims to assess the prevalence, severity and determinants of subclinical coronary atherosclerosis among Pakistani men (35-60 years) and women (35-65 years) free of clinically symptomatic ASCVD and will assess 5-year rates of ASCVD events. METHODS AND ANALYSIS PAK-SEHAT is an ongoing prospective cohort study with 2000 participants from all provinces of Pakistan who will be interviewed at the baseline along with phlebotomy, measurement of carotid intima-media thickness (CIMT) and coronary CT angiography (CCTA). Phlebotomy will be repeated at 2.5 years, whereas CIMT and CCTA will be repeated at 5 years. We will report the frequency of maximal coronary stenosis ≥50% and ≥70%, number of coronary vessels with plaque and the number of coronary segments affected per participant on CCTA. We will use Cox proportional hazards regression models to evaluate the association between baseline characteristics and incident ASCVD events during follow-up. These associations will be presented as HRs with 95% CIs. ETHICS AND DISSEMINATION The study protocol was approved by the Tabba Heart Institute Institutional Review Board (THI/IRB/FQ/22-09-2021/016). All study procedures are consistent with the principles of the Declaration of Helsinki. Findings of the study will be disseminated via peer-reviewed publications and conference presentations. TRIAL REGISTRATION NUMBER NCT05156736.
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Affiliation(s)
- Bashir Hanif
- Department of Cardiology, Tabba Heart Institute, Karachi, Sindh, Pakistan
| | - Sana Sheikh
- Clinical Research Cardiology, Tabba Heart Institute, Karachi, Pakistan
| | - Ghazal Peerwani
- Clinical Research Cardiology, Tabba Heart Institute, Karachi, Pakistan
| | - Miguel Cainzos-Achirica
- Department of Cardiology, Hospital del Mar, Barcelona, Spain
- Department of Cardiology, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
| | - Wajiha Javed
- Department of Public Health, Getz Pharma, Karachi, Pakistan
| | | | - Zainab Samad
- Medicine, The Aga Khan University, Karachi, Pakistan
| | - Faiza Bashir
- Department of Medicine, Ziauddin Medical University, Karachi, Pakistan
| | - Salim S Virani
- Department of Medicine, The Aga Khan University Hospital, Karachi, Pakistan
- Department of Medicine, Texas Heart Institute, Houston, Texas, USA
| | - Khurram Nasir
- Department of Medicine, Houston Methodist, Houston, Texas, USA
- Department of Medicine, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
| | - Saba Aijaz
- Cardiology, Clinical Research Cardiology, Tabba Heart Institute, Karachi, Pakistan
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29
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Busby GB, Kulm S, Bolli A, Kintzle J, Domenico PD, Bottà G. Ancestry-specific polygenic risk scores are risk enhancers for clinical cardiovascular disease assessments. Nat Commun 2023; 14:7105. [PMID: 37925478 PMCID: PMC10625612 DOI: 10.1038/s41467-023-42897-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 10/25/2023] [Indexed: 11/06/2023] Open
Abstract
Clinical implementation of new prediction models requires evaluation of their utility in a broad range of intended use populations. Here we develop and validate ancestry-specific Polygenic Risk Scores (PRSs) for Coronary Artery Disease (CAD) using 29,389 individuals from diverse cohorts and genetic ancestry groups. The CAD PRSs outperform published scores with an average Odds Ratio per Standard Deviation of 1.57 (SD = 0.14) and identify between 12% and 24% of individuals with high genetic risk. Using this risk factor to reclassify borderline or intermediate 10 year Atherosclerotic Cardiovascular Disease (ASCVD) risk improves assessments for both CAD (Net Reclassification Improvement (NRI) = 13.14% (95% CI 9.23-17.06%)) and ASCVD (NRI = 10.70 (95% CI 7.35-14.05)) in an independent cohort of 9,691 individuals. Our analyses demonstrate that using PRSs as Risk Enhancers improves ASCVD risk assessments outlining an approach for guiding ASCVD prevention with genetic information.
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Affiliation(s)
| | - Scott Kulm
- Allelica Inc, 447 Broadway, New York, NY, 10013, USA
| | | | - Jen Kintzle
- Allelica Inc, 447 Broadway, New York, NY, 10013, USA
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30
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Awasthi S, Sachdeva N, Gupta Y, Anto AG, Asfahan S, Abbou R, Bade S, Sood S, Hegstrom L, Vellanki N, Alger HM, Babu M, Medina-Inojosa JR, McCully RB, Lerman A, Stampehl M, Barve R, Attia ZI, Friedman PA, Soundararajan V, Lopez-Jimenez F. Identification and risk stratification of coronary disease by artificial intelligence-enabled ECG. EClinicalMedicine 2023; 65:102259. [PMID: 38106563 PMCID: PMC10725070 DOI: 10.1016/j.eclinm.2023.102259] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 09/20/2023] [Accepted: 09/22/2023] [Indexed: 12/19/2023] Open
Abstract
Background Atherosclerotic cardiovascular disease (ASCVD) is the leading cause of death worldwide, driven primarily by coronary artery disease (CAD). ASCVD risk estimators such as the pooled cohort equations (PCE) facilitate risk stratification and primary prevention of ASCVD but their accuracy is still suboptimal. Methods Using deep electronic health record data from 7,116,209 patients seen at 70+ hospitals and clinics across 5 states in the USA, we developed an artificial intelligence-based electrocardiogram analysis tool (ECG-AI) to detect CAD and assessed the additive value of ECG-AI-based ASCVD risk stratification to the PCE. We created independent ECG-AI models using separate neural networks including subjects without known history of ASCVD, to identify coronary artery calcium (CAC) score ≥300 Agatston units by computed tomography, obstructive CAD by angiography or procedural intervention, and regional left ventricular akinesis in ≥1 segment by echocardiogram, as a reflection of possible prior myocardial infarction (MI). These were used to assess the utility of ECG-AI-based ASCVD risk stratification in a retrospective observational study consisting of patients with PCE scores and no prior ASCVD. The study period covered all available digitized EHR data, with the first available ECG in 1987 and the last in February 2023. Findings ECG-AI for identifying CAC ≥300, obstructive CAD, and regional akinesis achieved area under the receiver operating characteristic (AUROC) values of 0.88, 0.85, and 0.94, respectively. An ensembled ECG-AI identified 3, 5, and 10-year risk for acute coronary events and mortality independently and additively to PCE. Hazard ratios for acute coronary events over 3-years in patients without ASCVD that tested positive on 1, 2, or 3 versus 0 disease-specific ECG-AI models at cohort entry were 2.41 (2.14-2.71), 4.23 (3.74-4.78), and 11.75 (10.2-13.52), respectively. Similar stratification was observed in cohorts stratified by PCE or age. Interpretation ECG-AI has potential to address unmet need for accessible risk stratification in patients in whom PCE under, over, or insufficiently estimates ASCVD risk, and in whom risk assessment over time periods shorter than 10 years is desired. Funding Anumana.
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Affiliation(s)
- Samir Awasthi
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Nikhil Sachdeva
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Yash Gupta
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Ausath G. Anto
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Shahir Asfahan
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Ruben Abbou
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Sairam Bade
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Sanyam Sood
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Lars Hegstrom
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Nirupama Vellanki
- nference, Inc, One Main Street, Cambridge, MA, USA
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Heather M. Alger
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | - Melwin Babu
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | | | | | | | - Mark Stampehl
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA
| | - Rakesh Barve
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
| | | | | | - Venky Soundararajan
- Anumana, Inc, One Main Street, Cambridge, MA, USA
- nference, Inc, One Main Street, Cambridge, MA, USA
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31
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Gupta Y, Kapoor D, Lakshmi JK, Praveen D, Santos JA, Billot L, Naheed A, de Silva HA, Gupta I, Farzana N, John R, Ajanthan S, Bhatla N, Desai A, Pathmeswaran A, Prabhakaran D, Teede H, Zoungas S, Patel A, Tandon N. The incidence and risk factors of postpartum diabetes in women from Bangladesh, India and Sri Lanka (South Asia) with prior gestational diabetes mellitus: Results from the LIVING study. Diabetes Res Clin Pract 2023; 204:110893. [PMID: 37657646 DOI: 10.1016/j.diabres.2023.110893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 08/24/2023] [Accepted: 08/30/2023] [Indexed: 09/03/2023]
Abstract
AIM To study, the incidence and risk factors for postpartum diabetes (DM), in women with gestational diabetes mellitus (GDM) from South Asia (Bangladesh, India and Sri Lanka), followed for nearly two years after delivery. METHODS Women with prior GDM diagnosed using IADPSG criteria were invited at 19 centres across Bangladesh, India and Sri Lanka for an oral glucose tolerance test (OGTT) following childbirth, and were enrolled in a randomized controlled trial. The glycaemic category (outcome) was defined from an OGTT based on American Diabetes Association criteria. RESULTS Participants (n = 1808) recruited had a mean ± SD age of 31.0 ± 5.0 years. Incident DM was identified, between childbirth and the last follow-up, in 310 (17.1 %) women [incidence 10.75/100 person years], with a median follow-up duration of 1.82 years after childbirth. Higher age, lower education status, higher prior pregnancy count, prior history of GDM, family history of DM, and postpartum overweight/obese status were significantly associated with incident DM. Women in Bangladesh had a higher cumulative incidence of DM [16.49/100 person years] than in Sri Lanka [12.74/100 person years] and India [7.21/100 person years]. CONCLUSIONS A high incidence of DM was found in women with prior GDM in South Asia, with significant variation between countries. Women from Bangladesh had a significantly higher pregnancy count, family history of DM and overweight/obese status, despite having significantly lower age, which could be responsible for their higher rates of DM. Registration of this study: The study was registered with the Clinical Trials Registry of India (CTRI/2017/06/008744), Sri Lanka Clinical Trials Registry (SLCTR/2017/001), and ClinicalTrials.gov (NCT03305939).
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Affiliation(s)
- Yashdeep Gupta
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India.
| | - Deksha Kapoor
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India
| | - Josyula K Lakshmi
- George Institute for Global Health, Hyderabad, India; Faculty of Medicine and Health, University of New South Wales, Sydney, Australia; Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India
| | - Devarsetty Praveen
- George Institute for Global Health, Hyderabad, India; Faculty of Medicine and Health, University of New South Wales, Sydney, Australia; Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India
| | | | - Laurent Billot
- Faculty of Medicine and Health, University of New South Wales, Sydney, Australia; George Institute for Global Health, Sydney, Australia
| | - Aliya Naheed
- Initiative for Non Communicable Diseases, Nutrition Research Division, International Centre for Diarrhoeal Disease Research (ICDDR, B), Dhaka, Bangladesh
| | - H Asita de Silva
- Clinical Trials Unit, Department of Pharmacology, Faculty of Medicine, University of Kelaniya, Kelaniya, Sri Lanka
| | - Ishita Gupta
- Centre for Chronic Disease Control, New Delhi, India
| | - Noshin Farzana
- Initiative for Non Communicable Diseases, Nutrition Research Division, International Centre for Diarrhoeal Disease Research (ICDDR, B), Dhaka, Bangladesh
| | - Renu John
- George Institute for Global Health, Hyderabad, India
| | | | - Neerja Bhatla
- Department of Obstetrics and Gynaecology, All India Institute of Medical Sciences, New Delhi, India
| | - Ankush Desai
- Department of Endocrinology, Goa Medical College, Goa, India
| | | | - Dorairaj Prabhakaran
- Centre for Chronic Disease Control, New Delhi, India; Public Health Foundation of India, New Delhi, India; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Helena Teede
- Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Anushka Patel
- Faculty of Medicine and Health, University of New South Wales, Sydney, Australia; George Institute for Global Health, Sydney, Australia
| | - Nikhil Tandon
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India
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Charitha Koneru S, Sikand G, Agarwala A. Optimizing Dietary Patterns and Lifestyle to Reduce Atherosclerotic Cardiovascular Risk Among South Asian Individuals. Am J Cardiol 2023; 203:113-121. [PMID: 37487405 DOI: 10.1016/j.amjcard.2023.06.078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/01/2023] [Accepted: 06/14/2023] [Indexed: 07/26/2023]
Abstract
South Asians are at an elevated risk of atherosclerotic cardiovascular disease (ASCVD) when compared with other age-matched subjects of varied ethnicities. The elevated ASCVD risk is multifactorial including a constellation of hypertension, dyslipidemia, metabolic syndrome, overweight/obesity, prediabetes, and type 2 diabetes mellitus. Although traditional ASCVD risk factors remain highly prevalent in South Asians living in the United States, modifiable risk factors of diet, lack of physical activity/increased sedentary time, smoking (of all forms), and excessive alcohol consumption further accelerate the disease process. In this review, we take a deep dive into optimizing lifestyle to reduce the risk of cardiovascular disease in this high-risk ethnic group.
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Affiliation(s)
- Sri Charitha Koneru
- Center for Cardiovascular Disease Prevention, Cardiovascular Division, Baylor Scott and White Health Heart Hospital Baylor Plano, Plano, Texas
| | - Geeta Sikand
- Heart Disease Prevention Program, Division of Cardiology, University of California, Irvine, California
| | - Anandita Agarwala
- Center for Cardiovascular Disease Prevention, Cardiovascular Division, Baylor Scott and White Health Heart Hospital Baylor Plano, Plano, Texas.
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Li Q, Li FR, Zhen S, Liao J, Wu K, Li X, Wei B, Xiao Z, Wu Q, Wu XB, Liang F. Shift work and risk of incident gastroesophageal reflux disease: the association and mediation. Front Public Health 2023; 11:1192517. [PMID: 37693713 PMCID: PMC10483823 DOI: 10.3389/fpubh.2023.1192517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 07/31/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction Shift work has become an increasingly common work mode globally. This study aimed to investigate the association between shift work and the risk of incident gastroesophageal reflux disease (GORD), an upward gastrointestinal disorder disease worldwide, and to explore the mediating factors. Method A total of 262,722 participants from the UK Biobank free of GORD and related gastrointestinal diseases were included to investigate the association and potential mediators between shift work and incident GORD. Multivariate-adjusted Cox models were used to evaluate the association between shift work status and GORD incidence. Results Compared to non-shift workers, shift workers had a 1.10-fold greater risk of incident GORD [95% confidence intervals (CIs): 1.03, 1.18], after adjusting for a range of potential confounders. However, the excess risk of GORD attenuated to the null after further adjusting for selected mediators. Specifically, the association was mediated by sleep patterns (25.7%), healthy behaviors (16.8%), depressive symptoms (20.2%), chronic conditions (13.3%), and biological factors (17.6%). After adjustment for all the mediators together, the association was attenuated by 71.5%. Discussion Our findings indicated that long-term shift workers may have a higher risk of incident GORD, yet the excess risk may be explained by poor sleep quality, unhealthy behaviors, depressive symptoms, etc. This has positive implications for protecting the health of shift workers.
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Affiliation(s)
- Qian Li
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Fu-Rong Li
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Shihan Zhen
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Jian Liao
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Keye Wu
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Xia Li
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Bincai Wei
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Zhiyi Xiao
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Qingyao Wu
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Xian-Bo Wu
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Fengchao Liang
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
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Fan Z, Du Z, Fu J, Zhou Y, Zhang P, Shi C, Sun Y. Comparing the performance of machine learning and conventional models for predicting atherosclerotic cardiovascular disease in a general Chinese population. BMC Med Inform Decis Mak 2023; 23:134. [PMID: 37488520 PMCID: PMC10367272 DOI: 10.1186/s12911-023-02242-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 07/13/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Accurately predicting the risk of atherosclerotic cardiovascular disease (ASCVD) is crucial for implementing individualized prevention strategies and improving patient outcomes. Our objective is to develop machine learning (ML)-based models for predicting ASCVD risk in a prospective Chinese population and compare their performance with conventional regression models. METHODS A hybrid dataset consisting of 551 features was used, including 98 demographic, behavioral, and psychological features, 444 Electrocardiograph (ECG) features, and 9 Echocardiography (Echo) features. Seven machine learning (ML)-based models were trained, validated, and tested after selecting the 30 most informative features. We compared the discrimination, calibration, net benefit, and net reclassification improvement (NRI) of the ML models with those of conventional ASCVD risk calculators, such as the Pooled Cohort Equations (PCE) and Prediction for ASCVD Risk in China (China-PAR). RESULTS The study included 9,609 participants (mean age 53.4 ± 10.4 years, 53.7% female), and during a median follow-up of 4.7 years, 431 (4.5%) participants developed ASCVD. In the testing set, the final ML-based ANN model outperformed PCE, China-PAR, recalibrated PCE, and recalibrated China-PAR in predicting ASCVD. This was demonstrated by the model's higher area under the curve (AUC) of 0.800, compared to 0.777, 0.780, 0.779, and 0.779 for the other models, respectively. Additionally, the model had a lower Hosmer-Lemeshow χ2 of 9.1, compared to 37.3, 67.6, 126.6, and 18.6 for the other models. The net benefit at a threshold of 5% was also higher for the ML-based ANN model at 0.017, compared to 0.016, 0.013, 0.017, and 0.016 for the other models, respectively. Furthermore, the NRI was 0.089 for the ML-based ANN model, while it was 0.355, 0.098, and 0.088 for PCE, China-PAR, and recalibrated PCE, respectively. CONCLUSIONS Compared to conventional regression ASCVD risk calculators, such as PCE and China-PAR, the ANN prediction model may help optimize identification of individuals at heightened cardiovascular risk by flexibly incorporating a wider range of potential predictors. The findings may help guide clinical decision-making and ultimately contribute to ASCVD prevention and management.
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Affiliation(s)
- Zihao Fan
- Department of Cardiology, The First Hospital of China Medical University, No. 155, Nanjing Bei Street, Shenyang, 110001, China
- Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Zhi Du
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jinrong Fu
- Department of Endocrinology and Metabolism, The First Hospital of China Medical University, No. 155, Nanjing Bei Street, Shenyang, 110001, China
| | - Ying Zhou
- Department of Cardiology, The First Hospital of China Medical University, No. 155, Nanjing Bei Street, Shenyang, 110001, China
| | - Pengyu Zhang
- Department of Cardiology, The First Hospital of China Medical University, No. 155, Nanjing Bei Street, Shenyang, 110001, China
| | - Chuning Shi
- Department of Cardiology, The First Hospital of China Medical University, No. 155, Nanjing Bei Street, Shenyang, 110001, China
| | - Yingxian Sun
- Department of Cardiology, The First Hospital of China Medical University, No. 155, Nanjing Bei Street, Shenyang, 110001, China.
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Patel AP, Wang M, Ruan Y, Koyama S, Clarke SL, Yang X, Tcheandjieu C, Agrawal S, Fahed AC, Ellinor PT, Tsao PS, Sun YV, Cho K, Wilson PWF, Assimes TL, van Heel DA, Butterworth AS, Aragam KG, Natarajan P, Khera AV. A multi-ancestry polygenic risk score improves risk prediction for coronary artery disease. Nat Med 2023; 29:1793-1803. [PMID: 37414900 PMCID: PMC10353935 DOI: 10.1038/s41591-023-02429-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 05/30/2023] [Indexed: 07/08/2023]
Abstract
Identification of individuals at highest risk of coronary artery disease (CAD)-ideally before onset-remains an important public health need. Prior studies have developed genome-wide polygenic scores to enable risk stratification, reflecting the substantial inherited component to CAD risk. Here we develop a new and significantly improved polygenic score for CAD, termed GPSMult, that incorporates genome-wide association data across five ancestries for CAD (>269,000 cases and >1,178,000 controls) and ten CAD risk factors. GPSMult strongly associated with prevalent CAD (odds ratio per standard deviation 2.14, 95% confidence interval 2.10-2.19, P < 0.001) in UK Biobank participants of European ancestry, identifying 20.0% of the population with 3-fold increased risk and conversely 13.9% with 3-fold decreased risk as compared with those in the middle quintile. GPSMult was also associated with incident CAD events (hazard ratio per standard deviation 1.73, 95% confidence interval 1.70-1.76, P < 0.001), identifying 3% of healthy individuals with risk of future CAD events equivalent to those with existing disease and significantly improving risk discrimination and reclassification. Across multiethnic, external validation datasets inclusive of 33,096, 124,467, 16,433 and 16,874 participants of African, European, Hispanic and South Asian ancestry, respectively, GPSMult demonstrated increased strength of associations across all ancestries and outperformed all available previously published CAD polygenic scores. These data contribute a new GPSMult for CAD to the field and provide a generalizable framework for how large-scale integration of genetic association data for CAD and related traits from diverse populations can meaningfully improve polygenic risk prediction.
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Affiliation(s)
- Aniruddh P Patel
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Minxian Wang
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, China.
| | - Yunfeng Ruan
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Satoshi Koyama
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Veteran Affairs Boston Healthcare System, Boston, MA, USA
| | - Shoa L Clarke
- Stanford University School of Medicine, Palo Alto, CA, USA
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Xiong Yang
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, China
| | | | - Saaket Agrawal
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Akl C Fahed
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick T Ellinor
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Philip S Tsao
- Stanford University School of Medicine, Palo Alto, CA, USA
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Yan V Sun
- Veteran Affairs Atlanta Healthcare System, Decatur, GA, USA
| | - Kelly Cho
- Veteran Affairs Boston Healthcare System, Boston, MA, USA
| | | | - Themistocles L Assimes
- Stanford University School of Medicine, Palo Alto, CA, USA
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, USA
| | - David A van Heel
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Adam S Butterworth
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, and Centre of Research Excellence, University of Cambridge, Cambridge, UK
| | - Krishna G Aragam
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Pradeep Natarajan
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Amit V Khera
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
- Verve Therapeutics, Boston, MA, USA.
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Ismail SR, Mohammad MSF, Butterworth AS, Chowdhury R, Danesh J, Di Angelantonio E, Griffin SJ, Pennells L, Wood AM, Md Noh MF, Shah SA. Risk Factors of Secondary Cardiovascular Events in a Multi-Ethnic Asian Population with Acute Myocardial Infarction: A Retrospective Cohort Study from Malaysia. J Cardiovasc Dev Dis 2023; 10:250. [PMID: 37367415 PMCID: PMC10299045 DOI: 10.3390/jcdd10060250] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 05/28/2023] [Accepted: 05/29/2023] [Indexed: 06/28/2023] Open
Abstract
This retrospective cohort study investigated the incidence and risk factors of major adverse cardiovascular events (MACE) after 1 year of first-documented myocardial infarctions (MIs) in a multi-ethnic Asian population. Secondary MACE were observed in 231 (14.3%) individuals, including 92 (5.7%) cardiovascular-related deaths. Both histories of hypertension and diabetes were associated with secondary MACE after adjustment for age, sex, and ethnicity (HR 1.60 [95%CI 1.22-2.12] and 1.46 [95%CI 1.09-1.97], respectively). With further adjustments for traditional risk factors, individuals with conduction disturbances demonstrated higher risks of MACE: new left-bundle branch block (HR 2.86 [95%CI 1.15-6.55]), right-bundle branch block (HR 2.09 [95%CI 1.02-4.29]), and second-degree heart block (HR 2.45 [95%CI 0.59-10.16]). These associations were broadly similar across different age, sex, and ethnicity groups, although somewhat greater for history of hypertension and BMI among women versus men, for HbA1c control in individuals aged >50 years, and for LVEF ≤ 40% in those with Indian versus Chinese or Bumiputera ethnicities. Several traditional and cardiac risk factors are associated with a higher risk of secondary major adverse cardiovascular events. In addition to hypertension and diabetes, the identification of conduction disturbances in individuals with first-onset MI may be useful for the risk stratification of high-risk individuals.
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Affiliation(s)
- Sophia Rasheeqa Ismail
- Nutrition, Metabolic and Cardiovascular Research Centre, Institute for Medical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam 40170, Malaysia; (S.R.I.)
- Department of Community Health, Faculty of Medicine, National University of Malaysia, Kuala Lumpur 56000, Malaysia
| | | | - Adam S. Butterworth
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK (E.D.A.)
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge CB2 0BB, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge CB2 0BB, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus, University of Cambridge, Cambridge CB10 1SA, UK
| | - Rajiv Chowdhury
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK (E.D.A.)
- Stempel College of Public Health and Social Work, Florida International University, Miami, FL 33174, USA
| | - John Danesh
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK (E.D.A.)
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge CB2 0BB, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge CB2 0BB, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus, University of Cambridge, Cambridge CB10 1SA, UK
- Department of Human Genetics, Wellcome Sanger Institute, Cambridge CB10 1SA, UK
| | - Emanuele Di Angelantonio
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK (E.D.A.)
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge CB2 0BB, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge CB2 0BB, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus, University of Cambridge, Cambridge CB10 1SA, UK
- Health Data Science Research Centre, Human Technopole, 20157 Milan, Italy
| | - Simon J. Griffin
- Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK
- MRC Epidemiology Unit, School of Clinical Medicine, University of Cambridge, Cambridge CB2 0SL, UK
| | - Lisa Pennells
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK (E.D.A.)
| | - Angela M. Wood
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK (E.D.A.)
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge CB2 0BB, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge CB2 0BB, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus, University of Cambridge, Cambridge CB10 1SA, UK
- The Alan Turing Institute, London NW1 2DB, UK
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, University of Cambridge, Cambridge CB2 0SR, UK
| | - Mohd Fairulnizal Md Noh
- Nutrition, Metabolic and Cardiovascular Research Centre, Institute for Medical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam 40170, Malaysia; (S.R.I.)
| | - Shamsul Azhar Shah
- Department of Community Health, Faculty of Medicine, National University of Malaysia, Kuala Lumpur 56000, Malaysia
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Gulati RK, Husaini M, Dash R, Patel J, Shah NS. Clinical programs for cardiometabolic health for South Asian patients in the United States: A review of key program components. HEALTH SCIENCES REVIEW (OXFORD, ENGLAND) 2023; 7:100093. [PMID: 37275679 PMCID: PMC10237508 DOI: 10.1016/j.hsr.2023.100093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Medical literature shows that South Asians have approximately a 2-fold higher risk of atherosclerotic cardiovascular disease (CVD) compared with other populations. Given this high prevalence, clinical programs to promote cardiovascular health have emerged in the United States that are dedicated to clinical care for South Asian individuals. In this review, we have summarized the key characteristics of clinical programs in the U.S. dedicated to preventing and managing CVD in South Asian American patients. These clinical centers have many unique components in common that are catered to South Asian patient populations including ethnicity concordance of clinical providers, intensive cardiovascular screening protocols with laboratory studies and potentially genetic testing, dieticians and nutritionists who are familiar with South Asian-style dietary patterns, health coaches to support behavior change, community outreach programs, and involvement in clinical research to learn further about risk factors, prevention, and treatment of cardiovascular disease in South Asian populations. There are still many evidence and programmatic gaps left to uncover in the prevention, diagnosis, and management of CVD in South Asian. This review provides guidance for important features, barriers, and facilitators for future cardiovascular centers to develop in the United States where they can serve South Asian populations.
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Affiliation(s)
- Reeti K. Gulati
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Mustafa Husaini
- Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Rajesh Dash
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Jaideep Patel
- South Asian Cardiovascular Health Initiative (SACHI) for the Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Nilay S. Shah
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Kathiresan N, Khera AV, Patel AP. Association of Acculturation and Cardiometabolic Disease Among Immigrants of South Asian Ancestry. JACC. ASIA 2023; 3:404-406. [PMID: 37323864 PMCID: PMC10261887 DOI: 10.1016/j.jacasi.2023.03.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Affiliation(s)
| | | | - Aniruddh P. Patel
- Massachusetts General Hospital and Harvard Medical School, 185 Cambridge Street, CPZN 3.218, Boston, Massachusetts 02114, USA @AniruddhPatelMD
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Khan SS, Post WS, Guo X, Tan J, Zhu F, Bos D, Sedaghati-Khayat B, van Rooij J, Aday A, Allen NB, Bos MM, Uitterlinden AG, Budoff MJ, Lloyd-Jones DM, Mosley JD, Rotter JI, Greenland P, Kavousi M. Coronary Artery Calcium Score and Polygenic Risk Score for the Prediction of Coronary Heart Disease Events. JAMA 2023; 329:1768-1777. [PMID: 37219552 PMCID: PMC10208141 DOI: 10.1001/jama.2023.7575] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 04/19/2023] [Indexed: 05/24/2023]
Abstract
Importance Coronary artery calcium score and polygenic risk score have each separately been proposed as novel markers to identify risk of coronary heart disease (CHD), but no prior studies have directly compared these markers in the same cohorts. Objective To evaluate change in CHD risk prediction when a coronary artery calcium score, a polygenic risk score, or both are added to a traditional risk factor-based model. Design, Setting, and Participants Two observational population-based studies involving individuals aged 45 years through 79 years of European ancestry and free of clinical CHD at baseline: the Multi-Ethnic Study of Atherosclerosis (MESA) study involved 1991 participants at 6 US centers and the Rotterdam Study (RS) involved 1217 in Rotterdam, the Netherlands. Exposure Traditional risk factors were used to calculate CHD risk (eg, pooled cohort equations [PCEs]), computed tomography for the coronary artery calcium score, and genotyped samples for a validated polygenic risk score. Main Outcomes and Measures Model discrimination, calibration, and net reclassification improvement (at the recommended risk threshold of 7.5%) for prediction of incident CHD events were assessed. Results The median age was 61 years in MESA and 67 years in RS. Both log (coronary artery calcium+1) and polygenic risk score were significantly associated with 10-year risk of incident CHD (hazards ratio per SD, 2.60; 95% CI, 2.08-3.26 and 1.43; 95% CI, 1.20-1.71, respectively), in MESA. The C statistic for the coronary artery calcium score was 0.76 (95% CI, 0.71-0.79) and for the polygenic risk score, 0.69 (95% CI, 0.63-0.71). The change in the C statistic when each was added to the PCEs was 0.09 (95% CI, 0.06-0.13) for the coronary artery calcium score, 0.02 (95% CI, 0.00-0.04) for the polygenic risk score, and 0.10 (95% CI, 0.07-0.14) for both. Overall categorical net reclassification improvement was significant when the coronary artery calcium score (0.19; 95% CI, 0.06-0.28) but was not significant when the polygenic risk score (0.04; 95% CI, -0.05 to 0.10) was added to the PCEs. Calibration of the PCEs and models with coronary artery calcium and/or polygenic risk scores was adequate (all χ2<20). Subgroup analysis stratified by the median age demonstrated similar findings. Similar findings were observed for 10-year risk in RS and in longer-term follow-up in MESA (median, 16.0 years). Conclusions and Relevance In 2 cohorts of middle-aged to older adults from the US and the Netherlands, the coronary artery calcium score had better discrimination than the polygenic risk score for risk prediction of CHD. In addition, the coronary artery calcium score but not the polygenic risk score significantly improved risk discrimination and risk reclassification for CHD when added to traditional risk factors.
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Affiliation(s)
- Sadiya S. Khan
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Wendy S. Post
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California
| | - Jingyi Tan
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California
| | - Fang Zhu
- Department of Epidemiology Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Daniel Bos
- Department of Epidemiology Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Bahar Sedaghati-Khayat
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Jeroen van Rooij
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Aaron Aday
- Vanderbilt Translational and Clinical Cardiovascular Research Center, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Norrina B. Allen
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Maxime M. Bos
- Department of Epidemiology Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Matthew J. Budoff
- Department of Medicine, Lundquist Research Institute at Harbor-UCLA Medical Center, Torrance, California
| | - Donald M. Lloyd-Jones
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jonathan D. Mosley
- Vanderbilt Translational and Clinical Cardiovascular Research Center, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jerome I. Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California
| | - Philip Greenland
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Senior Editor, JAMA
| | - Maryam Kavousi
- Department of Epidemiology Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Molina CR, Mathur A, Soykan C, Sathe A, Kunhiraman L. Risk Factor Interactions, Non-High-Density Lipoprotein Cholesterol to Apolipoprotein B Ratio, and Severity of Coronary Arteriosclerosis in South Asian Individuals: An Observational Cohort Study. J Am Heart Assoc 2023; 12:e027697. [PMID: 37183833 DOI: 10.1161/jaha.122.027697] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Background South Asian individuals are at higher risk for arteriosclerotic cardiovascular disease and diabetes. The factors associated with arteriosclerotic cardiovascular disease severity and their interactions are unknown. Methods and Results This is a retrospective cohort study of the first 1162 South Asian participants enrolled in the South Asian Heart Center's AIM to Prevent Program who completed noncontrast coronary computed tomography scans. Using machine-learning algorithms, we identified and modeled the interaction of predictor variables with coronary artery calcification (CAC) severity in South Asian individuals. Anthropometric, laboratory, demographic, and lifestyle predictor variables were analyzed using continuous boosted regression trees to model the relationship with and in between predictor variables and CAC. Participants with CAC were older, predominately men, had smoking history, had personal histories of diabetes, hypertension, and hypercholesterolemia, and had family histories of coronary artery disease. Insulin, body mass index, blood pressure, fasting blood sugar, hemoglobin A1c, and waist-to-height ratio were associated with CAC but not low-density lipoprotein cholesterol or lipoprotein (a). The arteriosclerotic cardiovascular disease score failed to classify individuals. Only age, body mass index, non-high-density lipoprotein cholesterol/apolipoprotein B ratio, smoking risk, fasting blood sugar, and diastolic blood pressure were predictive, explaining 30.3% of CAC severity. A non-high-density lipoprotein cholesterol/apolipoprotein B ratio of 1.4 or less markedly increased coronary calcification. Conclusions Our findings highlight factors associated with dysmetabolism and cholesterol-depleted non-high-density lipoprotein cholesterol particles with coronary arteriosclerosis, possibly explaining the dual epidemics of diabetes and arteriosclerotic cardiovascular disease in this population. Markers of glucose dysmetabolism and the non-high-density lipoprotein cholesterol to apolipoprotein B ratio should become the focus of assessment for cardiovascular risk in South Asian individuals, with prevention strategies directed at improving glucose metabolic health.
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Affiliation(s)
- César R Molina
- South Asian Heart Center, El Camino Health Mountain View CA
| | - Ashish Mathur
- South Asian Heart Center, El Camino Health Mountain View CA
| | - Candan Soykan
- South Asian Heart Center, El Camino Health Mountain View CA
| | - Anita Sathe
- South Asian Heart Center, El Camino Health Mountain View CA
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Kandula NR, Islam N, Needham BL, Ahmed N, Thorpe L, Kershaw KN, Chen E, Zakai NA, Kanaya AM. A multilevel framework to investigate cardiovascular health disparities among South Asian immigrants in the United States. Ann Epidemiol 2023; 81:24-30.e1. [PMID: 36898570 PMCID: PMC10101928 DOI: 10.1016/j.annepidem.2023.02.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 02/20/2023] [Accepted: 02/28/2023] [Indexed: 03/11/2023]
Abstract
PURPOSE Prior studies of cardiovascular health (CVH) disparities among immigrants of South Asian origin in the United States have examined South Asians as one homogenous group, focused primarily on Indian-origin immigrants, and examined risk at the individual level. METHODS We present current knowledge and evidence gaps about CVH in the three largest South Asian-origin populations in the United States-Bangladeshi, Indian, and Pakistani-and draw on socioecological and lifecourse frameworks to propose a conceptual framework for investigating multilevel risk and protective factors of CVH across these groups. RESULTS The central hypothesis is that CVH disparities among South Asian populations exist due to differences in structural and social determinants, including lived experiences like discrimination, and that acculturation strategies and resilience resources (e.g., neighborhood environment, education, religiosity, social support) ameliorate stressors to act as health protective factors. RESULTS Conclusions: Our framework advances conceptualization of the heterogeneity and drivers of cardiovascular disparities in diverse South Asian-origin populations. We present specific recommendations to inform the design of future epidemiologic studies on South Asian immigrant health and the development of multilevel interventions to reduce CVH disparities and promote well-being.
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Affiliation(s)
- Namratha R Kandula
- Department of Medicine, Feinberg School of Medicine Northwestern University, Chicago, IL; Department of Preventive Medicine, Feinberg School of Medicine Northwestern University, Chicago, IL.
| | - Nadia Islam
- Department of Population Health, NYU Grossman School of Medicine, New York, NY
| | - Belinda L Needham
- Department of Epidemiology and Center for Social Epidemiology and Population Health, University of Michigan, Ann Arbor
| | - Naheed Ahmed
- Department of Population Health, NYU Grossman School of Medicine, New York, NY
| | - Lorna Thorpe
- Department of Population Health, NYU Grossman School of Medicine, New York, NY
| | - Kiarri N Kershaw
- Department of Preventive Medicine, Feinberg School of Medicine Northwestern University, Chicago, IL
| | - Edith Chen
- Institute for Policy Research and Department of Psychology, Northwestern University, Chicago, IL
| | - Neil A Zakai
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington; Department of Pathology & Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington
| | - Alka M Kanaya
- Department of Medicine, Epidemiology & Biostatistics, University of California, San Francisco
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Yokose C, McCormick N, Lu N, Tanikella S, Lin K, Joshi AD, Raffield LM, Warner E, Merriman T, Hsu J, Saag K, Zhang Y, Choi HK. Trends in Prevalence of Gout Among US Asian Adults, 2011-2018. JAMA Netw Open 2023; 6:e239501. [PMID: 37083663 PMCID: PMC10122173 DOI: 10.1001/jamanetworkopen.2023.9501] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 02/17/2023] [Indexed: 04/22/2023] Open
Abstract
Importance Gout disparities among Black individuals in the US have recently been explained by socioclinical factors; however, no information is available among Asian individuals living in Western countries, despite their disproportionately worsening metabolic health. Objective To determine the prevalence of gout and serum urate concentrations according to race and ethnicity and to explore the association of social determinants of health and clinical factors. Design, Setting, and Participants This is a population-based, cross-sectional analysis. Data from a nationally representative sample of US adults were obtained from the National Health and Nutrition Examination Survey (NHANES) (2011-2018) in which Asian race data were collected (primary). Data from the UK Biobank (2006-2021) were used for replication of the Asian vs White differences. Data analysis was performed from December 2021 to September 2022. Main Outcomes and Measures Race-specific gout prevalence and serum urate levels. Results A total of 22 621 participants from NHANES (2011-2018) were included in the analysis (mean [SD] age, 49.8 [17.8] years; 10 948 male participants [48.4%]). In 2017 to 2018, gout affected 12.1 million US individuals, with its crude prevalence increasing from 3.6% (95% CI, 2.8%-4.5%) in 2011 to 2012 to 5.1% (95% CI, 4.2%-5.9%) in 2017 to 2018 (P for trend = .03); this trend was no longer significant after age adjustment (P for trend = .06) or excluding Asian individuals (P for trend = .11). During the same period, age- and sex-adjusted prevalence among Asian Americans doubled from 3.3% (95% CI, 2.1%-4.5%) to 6.6% (95% CI, 4.4%-8.8%) (P for trend = .007) to numerically exceed all other racial and ethnic groups in 2017 to 2018, with age- and sex-adjusted odds ratio (ORs) of 1.61 (95% CI, 1.03-2.51) and a socioclinical factor-adjusted multivariable OR of 2.62 (95% CI, 1.59-4.33) for Asian vs White individuals. The latest age- and sex-adjusted gout prevalence among US individuals aged 65 years and older was 10.0% among White individuals and 14.8% among Asian individuals (including 23.6% of Asian men). Serum urate concentrations also increased between 2011 and 2018 among US Asian individuals (P for trend = .009). The Asian vs White disparity was also present in the UK Biobank. Conclusions and Relevance The findings of this study suggest that the prevalence of gout among Asian individuals numerically surpassed that for all other racial and ethnic groups in 2017 to 2018. This Asian vs White disparity did not appear to be associated with socioclinical factors.
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Affiliation(s)
- Chio Yokose
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
| | - Natalie McCormick
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
- Arthritis Research Canada, Vancouver, British Columbia, Canada
| | - Na Lu
- Arthritis Research Canada, Vancouver, British Columbia, Canada
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sruthi Tanikella
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
| | - Kehuan Lin
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
| | - Amit D. Joshi
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Regeneron Pharmaceuticals, Tarrytown, New York
| | | | - Erica Warner
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston
- Harvard/MGH Center on Genomics, Vulnerable Populations, and Health Disparities, Boston, Massachusetts
| | - Tony Merriman
- Division of Clinical Immunology and Rheumatology, the University of Alabama, Birmingham
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - John Hsu
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Kenneth Saag
- Division of Clinical Immunology and Rheumatology, the University of Alabama, Birmingham
| | - Yuqing Zhang
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
| | - Hyon K. Choi
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston
- The Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston
- Arthritis Research Canada, Vancouver, British Columbia, Canada
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Stefil M, Bell J, Calvert P, Lip GY. Heightened risks of cardiovascular disease in South Asian populations: causes and consequences. Expert Rev Cardiovasc Ther 2023; 21:281-291. [PMID: 36866613 DOI: 10.1080/14779072.2023.2187780] [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] [Indexed: 03/04/2023]
Abstract
INTRODUCTION South Asian individuals comprise almost a quarter of the world's population and have an excess risk of atherosclerotic cardiovascular disease (ASCVD) compared to other ethnicities. In part, this can be explained by higher prevalence, earlier onset, and suboptimal control of traditional cardiovascular risk factors, such as insulin resistance, metabolic syndrome, and dyslipidaemia. However, there remains a significant residual excess risk associated with South Asian ethnicity after controlling for traditional risk factors. AREAS COVERED In this review, we describe the epidemiology of ASCVD in both native and diaspora South Asian populations. We explore how traditional cardiovascular risk factors, novel cardiovascular risk factors, and social determinants of health may contribute to the excess ASCVD risk seen in South Asian populations. EXPERT OPINION There should be increased awareness of the relative importance of South Asian ethnicity and related social determinants of health, as risk factors for ASCVD. Systematic screening processes should be tailored to this population, and modifiable risk factors should be treated aggressively. Further research is required to quantify determinants of the excess ASCVD risk seen in South Asian populations and to develop targeted interventions to address these factors.
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Affiliation(s)
- Maria Stefil
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - Jack Bell
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - Peter Calvert
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK.,Department of Cardiology, Liverpool Heart & Chest Hospital, Liverpool, UK
| | - Gregory Yh Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK.,Department of Cardiology, Liverpool Heart & Chest Hospital, Liverpool, UK.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Agarwala A, Satish P, Al Rifai M, Mehta A, Cainzos-Achirica M, Shah NS, Kanaya AM, Sharma GV, Dixon DL, Blumenthal RS, Natarajan P, Nasir K, Virani SS, Patel J. Identification and Management of Atherosclerotic Cardiovascular Disease Risk in South Asian Populations in the U.S. JACC. ADVANCES 2023; 2:100258. [PMID: 38089916 PMCID: PMC10715803 DOI: 10.1016/j.jacadv.2023.100258] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 11/15/2022] [Accepted: 12/13/2022] [Indexed: 12/20/2023]
Abstract
South Asians (SAs, individuals with ancestry from Bangladesh, Bhutan, India, Maldives, Nepal, Pakistan, and Sri Lanka) are among the fastest growing ethnic subgroups in the United States. SAs typically experience a high prevalence of diabetes, abdominal obesity, and hypertension, among other cardiovascular disease risk factors, which are often under recognized and undermanaged. The excess coronary heart disease risk in this growing population must be critically assessed and managed with culturally appropriate preventive services. Accordingly, this scientific document prepared by a multidisciplinary group of clinicians and investigators in cardiology, internal medicine, pharmacy, and SA-centric researchers describes key characteristics of traditional and nontraditional cardiovascular disease risk factors, compares and contrasts available risk assessment tools, discusses the role of blood-based biomarkers and coronary artery calcium to enhance risk assessment and prevention strategies, and provides evidenced-based approaches and interventions that may reduce coronary heart disease disparities in this higher-risk population.
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Affiliation(s)
- Anandita Agarwala
- Center for Cardiovascular Disease Prevention, Baylor Scott and White Health Heart Hospital Baylor Plano, Plano, Texas, USA
| | - Priyanka Satish
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Mahmoud Al Rifai
- Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, South Asian Cardiovascular Health Initiative (SACHI), Baltimore, Maryland, USA
| | - Anurag Mehta
- Pauley Heart Center, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Miguel Cainzos-Achirica
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, South Asian Cardiovascular Health Initiative (SACHI), Baltimore, Maryland, USA
- Institut Hospital del Mar d’Investigacions Mediques (IMIM), Barcelona, Spain
- Hospital del Mar, Parc Salut Mar, Barcelona, Spain
| | - Nilay S. Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Alka M. Kanaya
- Division of General Internal Medicine, University of California San Francisco, San Francisco, California, USA
| | - Garima V. Sharma
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, South Asian Cardiovascular Health Initiative (SACHI), Baltimore, Maryland, USA
| | - Dave L. Dixon
- Pauley Heart Center, Virginia Commonwealth University, Richmond, Virginia, USA
- Department of Pharmacotherapy & Outcomes Science, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Roger S. Blumenthal
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, South Asian Cardiovascular Health Initiative (SACHI), Baltimore, Maryland, USA
| | - Pradeep Natarajan
- Cardiovascular Disease Initiative Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Cardiovascular Research Center Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
- Center for Outcomes Research, Houston Methodist, Houston, Texas, USA
| | - Salim S. Virani
- Aga Khan University, Karachi, Pakistan
- Texas Heart Institute, Baylor College of Medicine, Houston, Texas, USA
| | - Jaideep Patel
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, South Asian Cardiovascular Health Initiative (SACHI), Baltimore, Maryland, USA
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Chen DC, Lees JS, Lu K, Scherzer R, Rutherford E, Mark PB, Kanaya AM, Shlipak MG, Estrella MM. Differential Associations of Cystatin C Versus Creatinine-Based Kidney Function With Risks of Cardiovascular Event and Mortality Among South Asian Individuals in the UK Biobank. J Am Heart Assoc 2023; 12:e027079. [PMID: 36695320 PMCID: PMC9973614 DOI: 10.1161/jaha.122.027079] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 12/09/2022] [Indexed: 01/26/2023]
Abstract
Background South Asian individuals have increased cardiovascular disease and mortality risks. Reliance on creatinine- rather than cystatin C-based estimated glomerular filtration rate (eGFRcys) may underestimate the cardiovascular disease risk associated with chronic kidney disease. Methods and Results Among 7738 South Asian UK BioBank participants without prevalent heart failure (HF) or atherosclerotic cardiovascular disease, we investigated associations of 4 eGFRcys and creatinine-based estimated glomerular filtration rate categories (<45, 45-59, 60-89, and ≥90 mL/min per 1.73 m2) with risks of all-cause mortality, incident HF, and incident atherosclerotic cardiovascular disease. The mean age was 53±8 years; 4085 (53%) were women. Compared with creatinine, cystatin C identified triple the number of participants with estimated glomerular filtration <45 (n=35 versus n=113) and 6 times the number with estimated glomerular filtration 45 to 59 (n=80 versus n=481). After multivariable adjustment, the eGFRcys 45 to 59 category was associated with higher risks of mortality (hazard ratio [HR], 2.38 [95% CI, 1.55-3.65]) and incident HF (sub-HR [sHR], 1.87 [95% CI, 1.09-3.22]) versus the eGFRcys ≥90 category; the creatinine-based estimated glomerular filtration rate 45 to 59 category had no significant associations with outcomes. Of the 7623 participants with creatinine-based estimated glomerular filtration rate ≥60, 498 (6.5%) were reclassified into eGFRcys <60 categories. Participants who were reclassified as having eGFRcys <45 had higher risks of mortality (HR, 4.88 [95% CI, 2.56-9.31]), incident HF (sHR, 4.96 [95% CI, 2.21-11.16]), and incident atherosclerotic cardiovascular disease (sHR, 2.29 [95% CI, 1.14-4.61]) versus those with eGFRcys ≥90; those reclassified as having eGFRcys 45 to 59 had double the mortality risk (HR, 2.25 [95% CI, 1.45-3.51]). Conclusions Among South Asian individuals, cystatin C identified a high-risk chronic kidney disease population that was not detected by creatinine and enhanced estimated glomerular filtration rate-based risk stratification for mortality, incident HF, and incident atherosclerotic cardiovascular disease.
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Affiliation(s)
- Debbie C. Chen
- Division of Nephrology, Department of MedicineUniversity of California, San FranciscoSan FranciscoCA
- Kidney Health Research CollaborativeSan Francisco VA Medical Center & University of California, San FranciscoSan FranciscoCA
- Genentech, Inc.South San FranciscoCA
| | - Jennifer S. Lees
- Institute of Cardiovascular and Medical SciencesUniversity of GlasgowUnited Kingdom
- Glasgow Renal and Transplant UnitQueen Elizabeth University HospitalGlasgowUnited Kingdom
| | - Kaiwei Lu
- Kidney Health Research CollaborativeSan Francisco VA Medical Center & University of California, San FranciscoSan FranciscoCA
- Department of Medicine, San Francisco VA Health Care SystemSan FranciscoCA
| | - Rebecca Scherzer
- Kidney Health Research CollaborativeSan Francisco VA Medical Center & University of California, San FranciscoSan FranciscoCA
- Department of Medicine, San Francisco VA Health Care SystemSan FranciscoCA
| | - Elaine Rutherford
- Institute of Cardiovascular and Medical SciencesUniversity of GlasgowUnited Kingdom
- Renal Unit, Mountainhall Treatment Centre, NHS Dumfries and GallowayDumfriesUnited Kingdom
| | - Patrick B. Mark
- Institute of Cardiovascular and Medical SciencesUniversity of GlasgowUnited Kingdom
- Glasgow Renal and Transplant UnitQueen Elizabeth University HospitalGlasgowUnited Kingdom
| | - Alka M. Kanaya
- Department Epidemiology and BiostatisticsUniversity of California, San FranciscoSan FranciscoCA
- Department of MedicineUniversity of California, San FranciscoSan FranciscoCA
| | - Michael G. Shlipak
- Kidney Health Research CollaborativeSan Francisco VA Medical Center & University of California, San FranciscoSan FranciscoCA
- Department of Medicine, San Francisco VA Health Care SystemSan FranciscoCA
- Department Epidemiology and BiostatisticsUniversity of California, San FranciscoSan FranciscoCA
| | - Michelle M. Estrella
- Division of Nephrology, Department of MedicineUniversity of California, San FranciscoSan FranciscoCA
- Kidney Health Research CollaborativeSan Francisco VA Medical Center & University of California, San FranciscoSan FranciscoCA
- Department of Medicine, San Francisco VA Health Care SystemSan FranciscoCA
- Division of Nephrology, Department of Medicine, San Francisco VA Health Care SystemSan FranciscoCA
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Batra P, Khera AV. Machine learning to assess coronary artery disease status-is it helpful? Lancet 2023; 401:173-175. [PMID: 36563697 DOI: 10.1016/s0140-6736(22)02584-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Puneet Batra
- Machine Learning for Health Group, The Broad Institute of MIT & Harvard, Cambridge, MA 02139, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT & Harvard, Cambridge, MA 02139, USA.
| | - Amit V Khera
- Machine Learning for Health Group, The Broad Institute of MIT & Harvard, Cambridge, MA 02139, USA; Verve Therapeutics, Boston, MA, USA; Division of Cardiology, Department of Medicine, Brigham and Women's Hospital, Boston, MA USA
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Agrawal S, Klarqvist MDR, Diamant N, Stanley TL, Ellinor PT, Mehta NN, Philippakis A, Ng K, Claussnitzer M, Grinspoon SK, Batra P, Khera AV. BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases. Nat Commun 2023; 14:266. [PMID: 36650173 PMCID: PMC9844175 DOI: 10.1038/s41467-022-35704-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 12/20/2022] [Indexed: 01/18/2023] Open
Abstract
For any given body mass index (BMI), individuals vary substantially in fat distribution, and this variation may have important implications for cardiometabolic risk. Here, we study disease associations with BMI-independent variation in visceral (VAT), abdominal subcutaneous (ASAT), and gluteofemoral (GFAT) fat depots in 40,032 individuals of the UK Biobank with body MRI. We apply deep learning models based on two-dimensional body MRI projections to enable near-perfect estimation of fat depot volumes (R2 in heldout dataset = 0.978-0.991 for VAT, ASAT, and GFAT). Next, we derive BMI-adjusted metrics for each fat depot (e.g. VAT adjusted for BMI, VATadjBMI) to quantify local adiposity burden. VATadjBMI is associated with increased risk of type 2 diabetes and coronary artery disease, ASATadjBMI is largely neutral, and GFATadjBMI is associated with reduced risk. These results - describing three metabolically distinct fat depots at scale - clarify the cardiometabolic impact of BMI-independent differences in body fat distribution.
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Affiliation(s)
- Saaket Agrawal
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | | | - Nathaniel Diamant
- Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Takara L Stanley
- Metabolism Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick T Ellinor
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Nehal N Mehta
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Anthony Philippakis
- Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Eric and Wendy Schmidt Center, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kenney Ng
- Center for Computational Health, IBM Research, Cambridge, MA, USA
| | - Melina Claussnitzer
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Steven K Grinspoon
- Metabolism Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Puneet Batra
- Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amit V Khera
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
- Verve Therapeutics, Cambridge, MA, USA.
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Patel J, Agarwala A, Bhatt DL. A Message From the Next Generations: I Believe in You-Take Control of Your Health. JACC. ADVANCES 2023; 2:100168. [PMID: 38939025 PMCID: PMC11198238 DOI: 10.1016/j.jacadv.2022.100168] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Affiliation(s)
- Jaideep Patel
- South Asian Cardiovascular Health Initiative (SACHI) for the Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Anandita Agarwala
- Center for Cardiovascular Disease Prevention, Baylor Scott and White Health Heart Hospital Baylor Plano, Plano, Texas, USA
| | - Deepak L. Bhatt
- Mount Sinai Heart, Icahn School of Medicine at Mount Sinai Health System, New York, NY, USA
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Vela E, Cleries M, Bilal U, Banach M, McEvoy JW, Mortensen MB, Blaha MJ, Nasir K, Comin-Colet J, Mauri J, Cainzos-Achirica M. Implications of the 2021 ESC cardiovascular risk classification among 283,000 European immigrants living in a low-risk region: a population-based analysis in Catalonia. Arch Med Sci 2023; 19:35-45. [PMID: 36817660 PMCID: PMC9897087 DOI: 10.5114/aoms/144631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 12/07/2021] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION The ESC recently classified European countries into 4 cardiovascular risk regions. However, whether Europeans from higher-risk countries living in lower-risk regions may benefit from intensive cardiovascular prevention efforts is unknown. We described the burden of risk factors and cardiovascular disease (CVD) among European-born immigrants living in Catalonia, a low-risk region. MATERIAL AND METHODS A retrospective cohort study of 5.6 million adults of European origin living in Catalonia in 2019, including 282,789 European-born immigrants, was performed. We used the regionwide healthcare database and classified participants into 5 groups: low-, moderate-, high-, and very high-risk, and local-born. Age-standardized prevalence was estimated as of December 31st, 2019 and incidence was computed during 2019 among at-risk individuals. RESULTS The very high-risk group was the largest immigrant group (N = 136,910; 48.4%), while the high-risk group was the smallest (N = 15,739; 5.6%). These two had the highest burden of coronary heart disease across all groups evaluated, in both men and women. The very high-risk group also had the highest prevalence of hypertension and obesity at young-to-middle age, and the burden of risk factors newly diagnosed during 2019 was highest in high- and very high-risk participants. The mean age at first diagnosis of risk factors and CVD was lower in these groups. CONCLUSIONS In Catalonia, residents born in high- and very-high-risk European countries are at increased risk of coronary heart disease and newly diagnosed risk factors. Low-risk European countries may consider tailored prevention efforts, early screening of risk factors, and adequate healthcare resource planning to better address the health needs of men and women from higher-risk countries.
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Affiliation(s)
- Emili Vela
- Healthcare Information and Knowledge Unit, Catalan Health Service, Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3), Sistema de Salut de Catalunya, Barcelona, Spain
| | - Montse Cleries
- Healthcare Information and Knowledge Unit, Catalan Health Service, Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3), Sistema de Salut de Catalunya, Barcelona, Spain
| | - Usama Bilal
- Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia (PA), USA
| | - Maciej Banach
- Department of Hypertension, Chair of Nephrology and Hypertension, Medical University of Lodz (MUL), Lodz, Poland
| | - John W. McEvoy
- National University of Ireland and National Institute for Preventive Cardiology, Galway, Ireland
- Division of Cardiology, Department of Medicine, Saolta University Healthcare Group, University College Hospital Galway, Galway, Ireland
| | - Martin Bødtker Mortensen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore (MD), USA
| | - Michael Joseph Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore (MD), USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore (MD), USA
| | - Khurram Nasir
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore (MD), USA
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston (TX), USA
- Center for Outcomes Research, Houston Methodist, Houston (TX), USA
| | - Josep Comin-Colet
- Department of Cardiology, Bellvitge University Hospital, L’Hospitalet de Llobregat, Barcelona, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Pla Director de Malalties Cardiovasculars, Health Department of the Government of Catalonia, Catalonia, Spain
| | - Josepa Mauri
- Pla Director de Malalties Cardiovasculars, Health Department of the Government of Catalonia, Catalonia, Spain
- Department of Cardiology, Hospital Universitari Germans Trias i Pujol, Badalona, Spain, Spain
| | - Miguel Cainzos-Achirica
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore (MD), USA
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston (TX), USA
- Pla Director de Malalties Cardiovasculars, Health Department of the Government of Catalonia, Catalonia, Spain
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Mantri NM, Merchant M, Rana JS, Go AS, Pursnani SK. Performance of the pooled cohort equation in South Asians: insights from a large integrated healthcare delivery system. BMC Cardiovasc Disord 2022; 22:566. [PMID: 36564709 PMCID: PMC9789536 DOI: 10.1186/s12872-022-02993-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 12/05/2022] [Indexed: 12/25/2022] Open
Abstract
South Asian ethnicity is associated with increased atherosclerotic cardiovascular disease (ASCVD) risk and has been identified as a "risk enhancer" in the 2018 American College of Cardiology/American Heart Association Guidelines. Risk estimation and statin eligibility in South Asians is not well understood; we studied the accuracy of 10-years ASCVD risk prediction by the pooled cohort equation (PCE), based on statin use, in a South Asian cohort. This is a retrospective cohort study of Kaiser Permanente Northern California South Asian members without existing ASCVD, age range 30-70, and 10-years follow up. ASCVD events were defined as myocardial infarction, ischemic stroke, and cardiovascular death. The cohort was stratified by statin use during the study period: never; at baseline and during follow-up; and only during follow-up. Predicted probability of ASCVD, using the PCE was calculated and compared to observed ASCVD events for low < 5.0%, borderline 5.0 to < 7.5%, intermediate 7.5 to < 20.0%, and high ≥ 20.0% risk groups. A total of 1835 South Asian members were included: 773 never on statin, 374 on statins at baseline and follow-up, and 688 on statins during follow-up only. ASCVD risk was underestimated by the PCE in low-risk groups: entire cohort: 1.8 versus 4.9%, p < 0.0001; on statin at baseline and follow-up: 2.58 versus 8.43%, p < 0.0001; on statin during follow-up only: 2.18 versus 7.77%, p < 0.0001; and never on statin: 1.37 versus 2.09%, p = 0.12. In this South Asian cohort, the PCE underestimated risk in South Asians, regardless of statin use, in the low risk ASCVD risk category.
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Affiliation(s)
- Neha M. Mantri
- Department of Cardiology, Palo Alto Veterans Health Care System, Palo Alto, CA USA ,grid.168010.e0000000419368956Department of Medicine, Stanford University, Palo Alto, CA USA
| | - Maqdooda Merchant
- grid.280062.e0000 0000 9957 7758Division of Research, Kaiser Permanente, Oakland, CA USA
| | - Jamal S. Rana
- grid.280062.e0000 0000 9957 7758Division of Research, Kaiser Permanente, Oakland, CA USA
| | - Alan S. Go
- grid.280062.e0000 0000 9957 7758Division of Research, Kaiser Permanente, Oakland, CA USA ,grid.19006.3e0000 0000 9632 6718Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA USA ,grid.266102.10000 0001 2297 6811Department of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco, CA USA ,grid.168010.e0000000419368956Department of Medicine, Stanford University, Palo Alto, CA USA
| | - Seema K. Pursnani
- grid.414888.90000 0004 0445 0711Department of Cardiology, Kaiser Permanente Santa Clara Medical Center, 710 Lawrence Expressway, Dept 348, Santa Clara, CA 95051 USA
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