Health Data Sciences and Cardiovascular Disease in Africa: Needs and the Way Forward

Murray CJ, Lopez AD. Global and regional cause-of-death patterns in 1990. Bull World Health Organ. 1994;72:447–80.

CAS  PubMed  PubMed Central  Google Scholar 

Kushitor MK, Boatemaa S. The double burden of disease and the challenge of health access: Evidence from Access, Bottlenecks, Cost and Equity facility survey in Ghana. PLoS ONE. 2018;13: e0194677.

Article  PubMed  PubMed Central  Google Scholar 

GBD Causes of Death Collaborators. Global, regional, and national age-sex specific mortality for 264 causes of death, 1980–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Lond Engl. 2017;390:1151–210.

Article  Google Scholar 

Liu J, Bu X, Wei L, Wang X, Lai L, Dong C, et al. Global burden of cardiovascular diseases attributable to hypertension in young adults from 1990 to 2019. J Hypertens. 2021;39:2488–96.

Article  CAS  PubMed  Google Scholar 

Keates AK, Mocumbi AO, Ntsekhe M, Sliwa K, Stewart S. Cardiovascular disease in Africa: epidemiological profile and challenges. Nat Rev Cardiol. 2017;14:273–93.

Article  PubMed  Google Scholar 

Yusuf S, Hawken S, Ounpuu S, Dans T, Avezum A, Lanas F, et al. Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study. Lancet Lond Engl. 2004;364:937–52.

Article  Google Scholar 

Teo KK, Rafiq T. Cardiovascular Risk Factors and Prevention: A Perspective From Developing Countries. Can J Cardiol. 2021;37:733–43.

Article  PubMed  Google Scholar 

Smaniotto C, Battistella C, Brunelli L, Ruscio E, Agodi A, Auxilia F, et al. Sustainable Development Goals and 2030 Agenda: Awareness, Knowledge and Attitudes in Nine Italian Universities, 2019. Int J Environ Res Public Health. 2020;17:8968.

Article  PubMed  PubMed Central  Google Scholar 

Dzudie A, Kingue S, Dzudie A, Sliwa K, Mayosi B, Dzudie A, et al. Roadmap to achieve 25% hypertension control in Africa by 2025. Cardiovasc J Afr. 2017;28:261–72.

Article  PubMed Central  Google Scholar 

Big data and artificial intelligence for achieving universal health coverage: an international consultation on ethics [Internet]. [cited 2024 Apr 22]. Available from: https://www.who.int/publications-detail-redirect/WHO-HMM-IER-REK-2018-2

Dunn MC, Bourne PE. Building the biomedical data science workforce. PLoS Biol. 2017;15: e2003082.

Article  PubMed  PubMed Central  Google Scholar 

Batko K, Ślęzak A. The use of Big Data Analytics in healthcare. J Big Data. 2022;9:3.

Article  PubMed  PubMed Central  Google Scholar 

Morton S, Pencheon D, Squires N. Sustainable Development Goals (SDGs), and their implementation: A national global framework for health, development and equity needs a systems approach at every level. Br Med Bull. 2017;124:81–90.

PubMed  Google Scholar 

Shaffer JG, Mather FJ, Wele M, Li J, Tangara CO, Kassogue Y, et al. Expanding Research Capacity in Sub-Saharan Africa Through Informatics, Bioinformatics, and Data Science Training Programs in Mali. Front Genet. 2019;10:331.

Article  PubMed  PubMed Central  Google Scholar 

Open Knowledge Repository [Internet]. [cited 2024 Apr 18]. Available from: https://openknowledge.worldbank.org/entities/publication/2f99c444-f39a-5224-80ce-ad2d415724f8

Minja NW, Nakagaayi D, Aliku T, Zhang W, Ssinabulya I, Nabaale J, et al. Cardiovascular diseases in Africa in the twenty-first century: Gaps and priorities going forward. Front Cardiovasc Med. 2022;9:1008335.

Article  PubMed  PubMed Central  Google Scholar 

Tulu SN, Al Salmi N, Jones J. Understanding cardiovascular disease in day-to-day living for African people: a qualitative metasynthesis. BMC Public Health. 2021;21:745.

Article  PubMed  PubMed Central  Google Scholar 

Roth GA, Mensah GA, Fuster V. The Global Burden of Cardiovascular Diseases and Risks: A Compass for Global Action. J Am Coll Cardiol. 2020;76:2980–1.

Article  CAS  PubMed  Google Scholar 

Roth GA, Mensah GA, Johnson CO, Addolorato G, Ammirati E, Baddour LM, et al. Global Burden of Cardiovascular Diseases and Risk Factors, 1990–2019. J Am Coll Cardiol. 2020;76:2982–3021.

Article  PubMed  PubMed Central  Google Scholar 

Hosseinpoor AR, Bergen N, Kunst A, Harper S, Guthold R, Rekve D, et al. Socioeconomic inequalities in risk factors for non communicable diseases in low-income and middle-income countries: results from the World Health Survey. BMC Public Health. 2012;12:912.

Article  PubMed  PubMed Central  Google Scholar 

Rani M, Nusrat S, Hawken LH. A qualitative study of governance of evolving response to non-communicable diseases in low-and middle- income countries: current status, risks and options. BMC Public Health. 2012;12:877.

Article  PubMed  PubMed Central  Google Scholar 

Moran A, Forouzanfar M, Sampson U, Chugh S, Feigin V, Mensah G. The epidemiology of cardiovascular diseases in sub-Saharan Africa: the Global Burden of Diseases, Injuries and Risk Factors 2010 Study. Prog Cardiovasc Dis. 2013;56:234–9.

Article  PubMed  PubMed Central  Google Scholar 

Yuyun MF, Sliwa K, Kengne AP, Mocumbi AO, Bukhman G. Cardiovascular Diseases in Sub-Saharan Africa Compared to High-Income Countries: An Epidemiological Perspective. Glob Heart. 2020;15:15.

Article  PubMed  PubMed Central  Google Scholar 

Salomon JA, Wang H, Freeman MK, Vos T, Flaxman AD, Lopez AD, et al. Healthy life expectancy for 187 countries, 1990–2010: a systematic analysis for the Global Burden Disease Study 2010. Lancet Lond Engl. 2012;380:2144–62.

Article  Google Scholar 

Gouda HN, Charlson F, Sorsdahl K, Ahmadzada S, Ferrari AJ, Erskine H, et al. Burden of non-communicable diseases in sub-Saharan Africa, 1990–2017: results from the Global Burden of Disease Study 2017. Lancet Glob Health. 2019;7:e1375–87.

Article  PubMed  Google Scholar 

Mensah GA, Sampson UK, Roth GA, Forouzanfar MH, Naghavi M, Murray CJ, et al. Mortality from cardiovascular diseases in sub-Saharan Africa, 1990–2013: a systematic analysis of data from the Global Burden of Disease Study 2013. Cardiovasc J Afr. 2015;26:S6-10.

Article  PubMed  PubMed Central  Google Scholar 

Palella FJ, Phair JP. Cardiovascular Disease in HIV Infection. Curr Opin HIV AIDS. 2011;6:266–71.

Article  PubMed  PubMed Central  Google Scholar 

Ntsekhe M, Baker JV. Cardiovascular Disease Among Persons Living With HIV: New Insights Into Pathogenesis and Clinical Manifestations in a Global Context. Circulation [Internet]. 2023 [cited 2024 Jul 28]; Available from: https://www.ahajournals.org/doi/10.1161/CIRCULATIONAHA.122.057443

Sacco RL, Roth GA, Reddy KS, Arnett DK, Bonita R, Gaziano TA, et al. The Heart of 25 by 25: Achieving the Goal of Reducing Global and Regional Premature Deaths From Cardiovascular Diseases and Stroke: A Modeling Study From the American Heart Association and World Heart Federation. Circulation. 2016;133:e674-690.

Article  PubMed  Google Scholar 

Addo J, Smeeth L, Leon DA. Hypertension in sub-saharan Africa: a systematic review. Hypertens Dallas Tex. 1979;2007(50):1012–8.

Google Scholar 

Ataklte F, Erqou S, Kaptoge S, Taye B, Echouffo-Tcheugui JB, Kengne AP. Burden of Undiagnosed Hypertension in Sub-Saharan Africa. Hypertension. 2015;65:291–8.

Article  CAS  PubMed  Google Scholar 

Azeez TA. Obesity in Africa: The challenges of a rising epidemic in the midst of dwindling resources. Obes Med. 2022;31: 100397.

Article  Google Scholar 

Danaei G, Finucane MM, Lu Y, Singh GM, Cowan MJ, Paciorek CJ, et al. National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 2·7 million participants. Lancet Lond Engl. 2011;378:31–40.

Article  CAS  Google Scholar 

African region tops world in undiagnosed diabetes: WHO analysis [Internet]. WHO Reg. Off. Afr. 2024 [cited 2024 Jun 5]. Available from: https://www.afro.who.int/news/african-region-tops-world-undiagnosed-diabetes-who-analysis

James PB, Bah AJ, Kabba JA, Kassim SA, Dalinjong PA. Prevalence and correlates of current tobacco use and non-user susceptibility to using tobacco products among school-going adolescents in 22 African countries: a secondary analysis of the 2013–2018 global youth tobacco surveys. Arch Public Health. 2022;80:121.

Article  PubMed  PubMed Central  Google Scholar 

Joubert J, Norman R, Lambert EV, Groenewald P, Schneider M, Bull F, et al. Estimating the burden of disease attributab

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