1
|
Gupta K, Junaid V, Qureshi MA, Gupta A, Sheikh S, Dalakoti M, Virani SS, Khoja A. Health Data Sciences and Cardiovascular Diseases in South Asia: Innovations and Challenges in Digital Health. Curr Atheroscler Rep 2024; 26:639-648. [PMID: 39240492 DOI: 10.1007/s11883-024-01233-3] [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: 08/21/2024] [Indexed: 09/07/2024]
Abstract
PURPOSE OF REVIEW Health data sciences can help mitigate high burden of cardiovascular disease (CVD) management in South Asia by increasing availability and affordability of healthcare services. This review explores the current landscape, challenges, and strategies for leveraging digital health technologies to improve CVD outcomes in the region. RECENT FINDINGS Several South Asian countries are implementing national digital health strategies that aim to provide unique health account numbers for patients, creating longitudinal digital health records while others aim to digitize healthcare services and improve health outcomes. Significant challenges impede progress, including lack of interoperability, inadequate training of healthcare workers, cultural barriers, and data privacy concerns. Leveraging digital health for CVD management involves using big data for early detection, employing artificial intelligence for diagnostics, and integrating multiomics data for health insights. Addressing these challenges through policy frameworks, capacity building, and international cooperation is crucial for improving CVD outcomes in region.
Collapse
Affiliation(s)
- Kartik Gupta
- Division of Cardiovascular Diseases, Henry Ford Hospital, Detroit, MI, USA
| | - Vashma Junaid
- Department of Medicine, The Aga Khan University, Karachi, 74800, Pakistan
| | | | | | - Sana Sheikh
- Department of Medicine, The Aga Khan University, Karachi, 74800, Pakistan
| | - Mayank Dalakoti
- Department of Cardiology, National University Heart Centre, Singapore, Singapore
- Cardiovascular Metabolic Translational Research Program, National University of Singapore, Singapore, Singapore
| | - Salim S Virani
- Department of Medicine, The Aga Khan University, Karachi, 74800, Pakistan
- Office of the Vice Provost (Research), The Aga Khan University, Karachi, Pakistan
- The Texas Heart Institute, Houston, TX, USA
| | - Adeel Khoja
- Department of Medicine, The Aga Khan University, Karachi, 74800, Pakistan.
- Adelaide Medical School, University of Adelaide, Adelaide, South Australia, Australia.
| |
Collapse
|
2
|
Siddiqui F, Hewitt C, Jennings H, Coales K, Mazhar L, Boeckmann M, Siddiqi N. Self-management of chronic, non-communicable diseases in South Asian settings: A systematic mixed-studies review. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0001668. [PMID: 38190368 PMCID: PMC10773968 DOI: 10.1371/journal.pgph.0001668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 11/14/2023] [Indexed: 01/10/2024]
Abstract
Self-management is crucial in mitigating the impacts of a growing non-communicable disease (NCD) burden, particularly in Low and Middle-Income countries. What influences self-management in these settings, however, is poorly understood. We aimed to identify the determinants of self-management in the high NCD region of South Asia and explore how they influence self-management. A systematic mixed-studies review was conducted. Key electronic databases [MEDLINE (1946+), Embase (1974+), PsycInfo (1967+) and CINAHL (EBSCOhost)] in March 2022 (and updated in April 2023) were searched for studies on the self-management of four high-burden NCD groups: cardiovascular diseases, type 2 diabetes, chronic respiratory diseases and depression. Study characteristics and quantitative data were extracted using a structured template, and qualitative information was extracted using NVivo. Quality appraisal was done using the Mixed Methods Assessment Tool (MMAT). Quantitative findings were organised using the Commission on Social Determinants of Health (CSDH) framework and synthesised narratively, supported by effect direction plots. Qualitative findings were thematically synthesised. Both were integrated in a mixed synthesis. Forty-four studies (26 quantitative, 16 qualitative and 2 mixed-methods studies) were included, the majority of which were conducted in urban settings and among individuals with diabetes and cardiovascular diseases. Higher age, education, and income (structural determinants), health-related knowledge, social support and self-efficacy (psychosocial determinants), longer illness duration and physical comorbidity (biologic determinants), and the affordability of medicine (health-system determinants) were key determinants of self-management. Qualitative themes highlighted the role of financial adversity and the social and physical environment in shaping self-management.A complex interplay of structural and intermediary social determinants shapes self-management in South Asian settings. Multi-component, whole-systems approaches could boost self-management in these settings. Key areas include empowerment and education of patients and wider community, design and delivery of bespoke behavioural interventions and a stronger emphasis on supporting self-management in healthcare settings.
Collapse
Affiliation(s)
- Faraz Siddiqui
- Department of Health Sciences, Mental Health and Addictions Research Group, University of York, York, United Kingdom
| | - Catherine Hewitt
- Department of Health Sciences, Mental Health and Addictions Research Group, University of York, York, United Kingdom
- Department of Health Sciences, York Trials Unit, University of York, York, United Kingdom
| | - Hannah Jennings
- Department of Health Sciences, Mental Health and Addictions Research Group, University of York, York, United Kingdom
- Hull York Medical School, York, United Kingdom
| | - Karen Coales
- Department of Health Sciences, Mental Health and Addictions Research Group, University of York, York, United Kingdom
| | - Laraib Mazhar
- Penn State University College of Medicine, Hershey, Pennsylvania, United States of America
| | - Melanie Boeckmann
- Department of Global Health, Institute of Public Health and Nursing Research, University of Bremen, Bremen, Germany
| | - Najma Siddiqi
- Department of Health Sciences, Mental Health and Addictions Research Group, University of York, York, United Kingdom
- Hull York Medical School, York, United Kingdom
- Bradford District Care NHS foundation trust, Bradford, United Kingdom
| |
Collapse
|
3
|
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: 1.0] [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.
Collapse
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
| |
Collapse
|
4
|
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: 15] [Impact Index Per Article: 7.5] [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.
Collapse
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
| |
Collapse
|
5
|
Gupta K, Al Rifai M, Hussain A, Minhas AMK, Patel J, Kalra D, Samad Z, Virani SS. South Asian ethnicity: What can we do to make this risk enhancer a risk equivalent? Prog Cardiovasc Dis 2022; 75:21-32. [PMID: 36279943 DOI: 10.1016/j.pcad.2022.10.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 10/12/2022] [Indexed: 11/06/2022]
Abstract
South Asians account for around 25% of the global population and are the fastest-growing ethnicity in the US. This population has an increasing burden of atherosclerotic cardiovascular disease (ASCVD) which is also seen in the diaspora. Current risk prediction equations underestimate this risk and consider the South Asian ethnicity as a risk-enhancer among those with borderline-intermediate risk. In this review, we discuss why the South Asian population is at a higher risk of ASCVD and strategies to mitigate this increased risk.
Collapse
Affiliation(s)
- Kartik Gupta
- Department of Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Mahmoud Al Rifai
- Section of Cardiology and Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Aliza Hussain
- Section of Cardiology and Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | | | - Jaideep Patel
- Pauley Heart Center, Division of Cardiology, Virginia Commonwealth University Medical Center, Richmond, VA, USA; Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
| | - Dinesh Kalra
- Rudd Heart & Lung Center, University of Louisville School of Medicine, Louisville, KY, USA
| | - Zainab Samad
- Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Salim S Virani
- Section of Cardiology and Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA; Health Policy, Quality & Informatics Program, Health Services Research and Development Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA; Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA.
| |
Collapse
|
6
|
Bellanger MM, Zhou K, Lelièvre SA. Embedding the Community and Individuals in Disease Prevention. Front Med (Lausanne) 2022; 9:826776. [PMID: 35445040 PMCID: PMC9013848 DOI: 10.3389/fmed.2022.826776] [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: 12/01/2021] [Accepted: 03/10/2022] [Indexed: 11/13/2022] Open
Abstract
The primary prevention of non-communicable diseases is one of the most challenging and exciting aspects of medicine and primary care this century. For cancer, it is an urgent matter in light of the increasing burden of the disease among younger people and the higher frequency of more aggressive forms of the disease for all ages. Most chronic disorders result from the influence of the environment on the expression of genes within an individual. The environment at-large encompasses lifestyle (including nutrition), and chemical/physical and social exposures. In cancer, the interaction between the (epi)genetic makeup of an individual and a multiplicity of environmental risk and protecting factors is considered key to disease onset. Thus, like for precision therapy developed for patients, personalized or precision prevention is envisioned for individuals at risk. Prevention means identifying people at higher risk and intervening to reduce the risk. It requires biological markers of risk and non-aggressive preventive actions for the individual, but it also involves acting on the environment and the community. Social scientists are considering micro (individual/family), meso (community), and macro (country population) levels of care to illustrate that problems and solutions exist on different scales. Ideally, the design of interventions in prevention should integrate all these levels. In this perspective article, using the example of breast cancer, we are discussing challenges and possible solutions for a multidisciplinary community of scientists, primary health care practitioners and citizens to develop a holistic approach of primary prevention, keeping in mind equitable access to care.
Collapse
Affiliation(s)
- Martine M Bellanger
- Scientific Direction for Translational Research, Integrated Center for Oncology (ICO), Angers, France
| | - Ke Zhou
- Scientific Direction for Translational Research, Integrated Center for Oncology (ICO), Angers, France
| | - Sophie A Lelièvre
- Scientific Direction for Translational Research, Integrated Center for Oncology (ICO), Angers, France
| |
Collapse
|