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Published in: BMC Neurology 1/2015

Open Access 01-12-2015 | Research article

Disease burden of stroke in rural South Africa: an estimate of incidence, mortality and disability adjusted life years

Authors: Mandy Maredza, Melanie Y Bertram, Stephen M Tollman

Published in: BMC Neurology | Issue 1/2015

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Abstract

Background

In the context of an epidemiologic transition in South Africa, in which cardiovascular disease is increasing, little is known about the stroke burden, particularly morbidity in rural populations. Risk factors for stroke are high, with hypertension prevalence of more than 50%. Accurate, up-to-date information on disease burden is essential in planning health services for stroke management. This study estimates the burden of stroke in rural South Africa using the epidemiological parameters of incidence, mortality and disability adjusted life year (DALY) metric, a time-based measure that incorporates both mortality and morbidity.

Methods

Data from the Agincourt health and socio-demographic surveillance system was utilised to calculate stroke mortality for the period 2007–2011. Dismod, an incidence-prevalence-mortality model, was used to estimate incidence and duration of disability in Agincourt sub-district and ‘mostly rural’ municipalities of South Africa. Using these values, burden of disease in years of life lost (YLL), years lived with disability (YLD) and DALYs was calculated for Agincourt sub-district.

Results

Over 5 years, there were an estimated 842 incident cases of stroke in Agincourt sub-district, a crude stroke incidence rate of 244 per 100,000 person years. We estimate that 1,070 DALYs are lost due to stroke yearly. Of this, YLDs contributed 8.7% (3.5 – 10.5%) in sensitivity analysis). Crude stroke mortality was 114 per 100,000 person-years in 2007–11 in Agincourt sub-district. Burden of stroke in entire rural South Africa, a population of some 13,000,000 people, was high, with an estimated 33, 500 strokes occurring in 2011.

Conclusions

This study provides the first estimates of stroke burden in terms of incidence, and disability in rural South Africa. High YLL and DALYs lost amongst the rural populations demand urgent measures for preventing and mitigating impacts of stroke. Longitudinal surveillance sites provide a platform through which a changing stroke burden can be monitored in rural South Africa.
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Literature
1.
go back to reference Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380:2095–128.CrossRefPubMed Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380:2095–128.CrossRefPubMed
2.
go back to reference Krishnamurthi RV, Feigin VL, Forouzanfar MH, Mensah GA, Connor M, Bennett DA, et al. Global and regional burden of first-ever ischaemic and haemorrhagic stroke during 1990–2010: findings from the Global Burden of Disease Study 2010. Lancet Glob Health. 2013;1:e259–81.CrossRefPubMedPubMedCentral Krishnamurthi RV, Feigin VL, Forouzanfar MH, Mensah GA, Connor M, Bennett DA, et al. Global and regional burden of first-ever ischaemic and haemorrhagic stroke during 1990–2010: findings from the Global Burden of Disease Study 2010. Lancet Glob Health. 2013;1:e259–81.CrossRefPubMedPubMedCentral
3.
go back to reference Sajjad A, Chowdhury R, Felix JF, Ikram MA, Mendis S, Tiemeier H, et al. A systematic evaluation of stroke surveillance studies in low-and middle-income countries. Neurology. 2013;80:677–84.CrossRefPubMedPubMedCentral Sajjad A, Chowdhury R, Felix JF, Ikram MA, Mendis S, Tiemeier H, et al. A systematic evaluation of stroke surveillance studies in low-and middle-income countries. Neurology. 2013;80:677–84.CrossRefPubMedPubMedCentral
4.
go back to reference Evers SM, Struijs JN, Ament AJ, van Genugten ML, Jager JHC, van den Bos GA. International comparison of stroke cost studies. Stroke. 2004;35:1209–15.CrossRefPubMed Evers SM, Struijs JN, Ament AJ, van Genugten ML, Jager JHC, van den Bos GA. International comparison of stroke cost studies. Stroke. 2004;35:1209–15.CrossRefPubMed
5.
go back to reference Bertram MY, Katzenellenbogen J, Vos T, Bradshaw D, Hofman KJ. The disability adjusted life years due to stroke in South Africa in 2008. Int J Stroke. 2013;8:76–80. Bertram MY, Katzenellenbogen J, Vos T, Bradshaw D, Hofman KJ. The disability adjusted life years due to stroke in South Africa in 2008. Int J Stroke. 2013;8:76–80.
6.
go back to reference Connor M, Thorogood M, Casserly B, Dobson C, Warlow C. SASPI project team. Prevalence of stroke survivors in rural South Africa: results from the Southern Africa stroke prevention initiative (SASPI) Agincourt field site. Stroke. 2004;35:627–32.CrossRefPubMed Connor M, Thorogood M, Casserly B, Dobson C, Warlow C. SASPI project team. Prevalence of stroke survivors in rural South Africa: results from the Southern Africa stroke prevention initiative (SASPI) Agincourt field site. Stroke. 2004;35:627–32.CrossRefPubMed
7.
go back to reference Thorogood M, Connor M, Lewando-Hundt G, Tollman S, Ngoma B. Secondary prevention of stroke–results from the Southern Africa Stroke Prevention Initiative (SASPI) study. Bull World Health Organ. 2004;82:503.PubMedPubMedCentral Thorogood M, Connor M, Lewando-Hundt G, Tollman S, Ngoma B. Secondary prevention of stroke–results from the Southern Africa Stroke Prevention Initiative (SASPI) study. Bull World Health Organ. 2004;82:503.PubMedPubMedCentral
8.
go back to reference Kahn K, Tollman SM. Stroke in rural South Africa–contributing to the little known about a big problem. SAMJ. 1999;89:63–5.PubMed Kahn K, Tollman SM. Stroke in rural South Africa–contributing to the little known about a big problem. SAMJ. 1999;89:63–5.PubMed
9.
go back to reference Walker RW, McLarty DG, Masuki G, Kitange HM, Whiting D, Moshi AF, et al. Age specific prevalence of impairment and disability relating to hemiplegic stroke in the Hai District of northern Tanzania. J Neurol Neurosurg Psychiatry. 2000;68:744–9.CrossRefPubMedPubMedCentral Walker RW, McLarty DG, Masuki G, Kitange HM, Whiting D, Moshi AF, et al. Age specific prevalence of impairment and disability relating to hemiplegic stroke in the Hai District of northern Tanzania. J Neurol Neurosurg Psychiatry. 2000;68:744–9.CrossRefPubMedPubMedCentral
10.
go back to reference Schutte AE, Schutte R, Huisman HW, van Rooyen JM, Fourie CM, Malan NT, et al. Are behavioural risk factors to be blamed for the conversion from optimal blood pressure to hypertensive status in Black South Africans? A 5-year prospective study. Intl J Epidemiol. 2012;41:1114–23.CrossRef Schutte AE, Schutte R, Huisman HW, van Rooyen JM, Fourie CM, Malan NT, et al. Are behavioural risk factors to be blamed for the conversion from optimal blood pressure to hypertensive status in Black South Africans? A 5-year prospective study. Intl J Epidemiol. 2012;41:1114–23.CrossRef
11.
go back to reference Kruijshaar ME, Barendregt JJ, Hoeymans N. The use of models in the estimation of disease epidemiology. Bull World Health Organ. 2002;80:622–8.PubMedPubMedCentral Kruijshaar ME, Barendregt JJ, Hoeymans N. The use of models in the estimation of disease epidemiology. Bull World Health Organ. 2002;80:622–8.PubMedPubMedCentral
12.
go back to reference Murray CJ, Lopez AD. Mortality by cause for eight regions of the world: Global Burden of Disease Study. Lancet. 1997;349:1269–76.CrossRefPubMed Murray CJ, Lopez AD. Mortality by cause for eight regions of the world: Global Burden of Disease Study. Lancet. 1997;349:1269–76.CrossRefPubMed
13.
go back to reference Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2013;380:2197–223.CrossRef Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2013;380:2197–223.CrossRef
14.
go back to reference Kahn K, Tollman SM, Collinson MA, Clark SJ, Twine R, Clark BD, et al. Research into health, population and social transitions in rural South Africa: Data and methods of the Agincourt Health and Demographic Surveillance System. Scand J Public Healt. 2007;69 Suppl 35:8–20.CrossRef Kahn K, Tollman SM, Collinson MA, Clark SJ, Twine R, Clark BD, et al. Research into health, population and social transitions in rural South Africa: Data and methods of the Agincourt Health and Demographic Surveillance System. Scand J Public Healt. 2007;69 Suppl 35:8–20.CrossRef
16.
go back to reference Bradshaw D, Groenewald P, Laubscher R, Nannan N, Nojilana B, Norman R, et al. Initial burden of disease estimates for South Africa. SAMJ. 2003;93:682–8.PubMed Bradshaw D, Groenewald P, Laubscher R, Nannan N, Nojilana B, Norman R, et al. Initial burden of disease estimates for South Africa. SAMJ. 2003;93:682–8.PubMed
19.
go back to reference Kahn K, Collinson MA, Gómez-Olivé FX, Mokoena O, Twine R, Mee P, et al. Profile: Agincourt health and socio-demographic surveillance system. Int J Epidemiol. 2012;41:988–1001.CrossRefPubMedPubMedCentral Kahn K, Collinson MA, Gómez-Olivé FX, Mokoena O, Twine R, Mee P, et al. Profile: Agincourt health and socio-demographic surveillance system. Int J Epidemiol. 2012;41:988–1001.CrossRefPubMedPubMedCentral
20.
go back to reference Collinson MA, White MJ, Bocquier P, McGarvey ST, Afolabi SA, Clark SJ, et al. Migration and the epidemiological transition: insights from the Agincourt sub-district of northeast South Africa. Glob Health Action. 2014;7: doi:10.3402/gha.v7.23514. Collinson MA, White MJ, Bocquier P, McGarvey ST, Afolabi SA, Clark SJ, et al. Migration and the epidemiological transition: insights from the Agincourt sub-district of northeast South Africa. Glob Health Action. 2014;7: doi:10.3402/gha.v7.23514.
21.
go back to reference Mayosi BM, Flisher AJ, Lalloo UG, Sitas F, Tollman SM, Bradshaw D. The burden of non-communicable diseases in South Africa. Lancet. 2009;374:934–47.CrossRefPubMed Mayosi BM, Flisher AJ, Lalloo UG, Sitas F, Tollman SM, Bradshaw D. The burden of non-communicable diseases in South Africa. Lancet. 2009;374:934–47.CrossRefPubMed
23.
go back to reference Clark SJ, Collinson MA, Kahn K, Drullinger K, Tollman SM. Returning home to die: Circular labour migration and mortality in South Africa. Scand J Public Healt. 2007;69(35):44. Clark SJ, Collinson MA, Kahn K, Drullinger K, Tollman SM. Returning home to die: Circular labour migration and mortality in South Africa. Scand J Public Healt. 2007;69(35):44.
24.
go back to reference Sulter G, Steen C, De Keyser J. Use of the Barthel index and modified Rankin scale in acute stroke trials. Stroke. 1999;30:1538–41.CrossRefPubMed Sulter G, Steen C, De Keyser J. Use of the Barthel index and modified Rankin scale in acute stroke trials. Stroke. 1999;30:1538–41.CrossRefPubMed
26.
go back to reference Hoffmann M. Stroke in the young in South Africa–an analysis of 320 patients. SAMJ. 2000;90:1226–37.PubMed Hoffmann M. Stroke in the young in South Africa–an analysis of 320 patients. SAMJ. 2000;90:1226–37.PubMed
27.
go back to reference Walker R, Whiting D, Unwin N, Mugusi F, Swai M, Aris E, et al. Stroke incidence in rural and urban Tanzania: a prospective, community-based study. Lancet Neurol. 2010;9:786–92.CrossRefPubMed Walker R, Whiting D, Unwin N, Mugusi F, Swai M, Aris E, et al. Stroke incidence in rural and urban Tanzania: a prospective, community-based study. Lancet Neurol. 2010;9:786–92.CrossRefPubMed
28.
go back to reference Walker RW, Jusabani A, Aris E, Gray WK, Whiting D, Kabadi G, et al. Post-stroke case fatality within an incident population in rural Tanzania. J Neurol Neurosurg Psychiatry. 2011;82:1001–5.CrossRefPubMed Walker RW, Jusabani A, Aris E, Gray WK, Whiting D, Kabadi G, et al. Post-stroke case fatality within an incident population in rural Tanzania. J Neurol Neurosurg Psychiatry. 2011;82:1001–5.CrossRefPubMed
29.
30.
go back to reference Joubert J. The MEDUNSA Stroke Data Bank. An analysis of 304 patients seen between 1986 and 1987. SAMJ. 1991;80:567–70. Joubert J. The MEDUNSA Stroke Data Bank. An analysis of 304 patients seen between 1986 and 1987. SAMJ. 1991;80:567–70.
32.
go back to reference Houle B, Clark SJ, Gómez-Olivé FX, Kahn K, Tollman SM. The unfolding counter-transition in rural South Africa: mortality and cause of death, 1994–2009. PLoS One. 2014;9:e100420.CrossRefPubMedPubMedCentral Houle B, Clark SJ, Gómez-Olivé FX, Kahn K, Tollman SM. The unfolding counter-transition in rural South Africa: mortality and cause of death, 1994–2009. PLoS One. 2014;9:e100420.CrossRefPubMedPubMedCentral
33.
go back to reference Goudge J, Gilson L, Russell S, Gumede T, Mills A. Affordability, availability and acceptability barriers to health care for the chronically ill: longitudinal case studies from South Africa. BMC Health Serv Res. 2009;9:75.CrossRefPubMedPubMedCentral Goudge J, Gilson L, Russell S, Gumede T, Mills A. Affordability, availability and acceptability barriers to health care for the chronically ill: longitudinal case studies from South Africa. BMC Health Serv Res. 2009;9:75.CrossRefPubMedPubMedCentral
34.
go back to reference Feigin VL, Forouzanfar MH, Krishnamurthi R, Mensah GA, Connor M, Bennett DA, et al. Global and regional burden of stroke during 1990–2010: findings from the Global Burden of Disease Study 2010. Lancet. 2014;383:245–55.CrossRefPubMedPubMedCentral Feigin VL, Forouzanfar MH, Krishnamurthi R, Mensah GA, Connor M, Bennett DA, et al. Global and regional burden of stroke during 1990–2010: findings from the Global Burden of Disease Study 2010. Lancet. 2014;383:245–55.CrossRefPubMedPubMedCentral
35.
go back to reference Bhattacharya S, Saha SP, Basu A, Das SK. A 5 years prospective study of incidence, morbidity and mortality profile of stroke in a rural community of eastern India. J Indian Med Assoc. 2005;103:655–9.PubMed Bhattacharya S, Saha SP, Basu A, Das SK. A 5 years prospective study of incidence, morbidity and mortality profile of stroke in a rural community of eastern India. J Indian Med Assoc. 2005;103:655–9.PubMed
36.
go back to reference Sridharan SE, Unnikrishnan J, Sukumaran S, Sylaja P, Nayak SD, Sarma PS, et al. Incidence, types, risk factors, and outcome of stroke in a developing country the trivandrum stroke registry. Stroke. 2009;40:1212–8.CrossRefPubMed Sridharan SE, Unnikrishnan J, Sukumaran S, Sylaja P, Nayak SD, Sarma PS, et al. Incidence, types, risk factors, and outcome of stroke in a developing country the trivandrum stroke registry. Stroke. 2009;40:1212–8.CrossRefPubMed
37.
go back to reference Benjamin LA, Bryer A, Emsley HC, Khoo S, Solomon T, Connor MD. HIV infection and stroke: current perspectives and future directions. Lancet Neurol. 2012;1:878–90.CrossRef Benjamin LA, Bryer A, Emsley HC, Khoo S, Solomon T, Connor MD. HIV infection and stroke: current perspectives and future directions. Lancet Neurol. 2012;1:878–90.CrossRef
38.
go back to reference Gómez-Olivé FX, Angotti N, Houle B, Klipstein-Grobusch K, Kabudula C, Menken J, et al. Prevalence of HIV among those 15 and older in rural South Africa. AIDS Care. 2013;25:1122–8.CrossRefPubMedPubMedCentral Gómez-Olivé FX, Angotti N, Houle B, Klipstein-Grobusch K, Kabudula C, Menken J, et al. Prevalence of HIV among those 15 and older in rural South Africa. AIDS Care. 2013;25:1122–8.CrossRefPubMedPubMedCentral
40.
go back to reference Bertram MY, Steyn K, Wentzel-Viljoen E, Tollman S, Hofman KJ. Reducing the sodium content of high-salt foods: effect on cardiovascular disease in South Africa. SAMJ. 2012;102:743–5.CrossRefPubMed Bertram MY, Steyn K, Wentzel-Viljoen E, Tollman S, Hofman KJ. Reducing the sodium content of high-salt foods: effect on cardiovascular disease in South Africa. SAMJ. 2012;102:743–5.CrossRefPubMed
41.
go back to reference Chow CK, Teo KK, Rangarajan S, Islam S, Gupta R, Avezum A, et al. Prevalence, awareness, treatment, and control of hypertension in rural and urban communities in high-, middle-, and low-income countries. JAMA. 2013;310:959–68.CrossRefPubMed Chow CK, Teo KK, Rangarajan S, Islam S, Gupta R, Avezum A, et al. Prevalence, awareness, treatment, and control of hypertension in rural and urban communities in high-, middle-, and low-income countries. JAMA. 2013;310:959–68.CrossRefPubMed
42.
go back to reference Gaziano TA, Steyn K, Cohen DJ, Weinstein MC, Opie LH. Cost-effectiveness analysis of hypertension guidelines in South Africa: absolute risk versus blood pressure level. Circulation. 2005;112:3569.CrossRefPubMed Gaziano TA, Steyn K, Cohen DJ, Weinstein MC, Opie LH. Cost-effectiveness analysis of hypertension guidelines in South Africa: absolute risk versus blood pressure level. Circulation. 2005;112:3569.CrossRefPubMed
44.
go back to reference Kahn K, Tollman SM, Garenne M, Gear JS. Validation and application of verbal autopsies in a rural area of South Africa. Trop Med Int Health. 2000;5:824–31.CrossRefPubMed Kahn K, Tollman SM, Garenne M, Gear JS. Validation and application of verbal autopsies in a rural area of South Africa. Trop Med Int Health. 2000;5:824–31.CrossRefPubMed
Metadata
Title
Disease burden of stroke in rural South Africa: an estimate of incidence, mortality and disability adjusted life years
Authors
Mandy Maredza
Melanie Y Bertram
Stephen M Tollman
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Neurology / Issue 1/2015
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/s12883-015-0311-7

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