Estimates of global, regional, and national morbidity, mortality, and aetiologies of diarrhoeal diseases: a systematic analysis for the Global Burden of Disease Study 2015 - PubMed (original) (raw)
Estimates of global, regional, and national morbidity, mortality, and aetiologies of diarrhoeal diseases: a systematic analysis for the Global Burden of Disease Study 2015
GBD Diarrhoeal Diseases Collaborators. Lancet Infect Dis. 2017 Sep.
Erratum in
- Corrections.
[No authors listed] [No authors listed] Lancet Infect Dis. 2017 Sep;17(9):897. doi: 10.1016/S1473-3099(17)30391-2. Epub 2017 Jun 15. Lancet Infect Dis. 2017. PMID: 28624263 Free PMC article. No abstract available.
Abstract
Background: The Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015) provides an up-to-date analysis of the burden of diarrhoeal diseases. This study assesses cases, deaths, and aetiologies spanning the past 25 years and informs the changing picture of diarrhoeal disease worldwide.
Methods: We estimated diarrhoeal mortality by age, sex, geography, and year using the Cause of Death Ensemble Model (CODEm), a modelling platform shared across most causes of death in the GBD 2015 study. We modelled diarrhoeal morbidity, including incidence and prevalence, using a meta-regression platform called DisMod-MR. We estimated aetiologies for diarrhoeal diseases using a counterfactual approach that incorporates the aetiology-specific risk of diarrhoeal disease and the prevalence of the aetiology in diarrhoea episodes. We used the Socio-demographic Index, a summary indicator derived from measures of income per capita, educational attainment, and fertility, to assess trends in diarrhoeal mortality. The two leading risk factors for diarrhoea-childhood malnutrition and unsafe water, sanitation, and hygiene-were used in a decomposition analysis to establish the relative contribution of changes in diarrhoea disability-adjusted life-years (DALYs).
Findings: Globally, in 2015, we estimate that diarrhoea was a leading cause of death among all ages (1·31 million deaths, 95% uncertainty interval [95% UI] 1·23 million to 1·39 million), as well as a leading cause of DALYs because of its disproportionate impact on young children (71·59 million DALYs, 66·44 million to 77·21 million). Diarrhoea was a common cause of death among children under 5 years old (499 000 deaths, 95% UI 447 000-558 000). The number of deaths due to diarrhoea decreased by an estimated 20·8% (95% UI 15·4-26·1) from 2005 to 2015. Rotavirus was the leading cause of diarrhoea deaths (199 000, 95% UI 165 000-241 000), followed by Shigella spp (164 300, 85 000-278 700) and Salmonella spp (90 300, 95% UI 34 100-183 100). Among children under 5 years old, the three aetiologies responsible for the most deaths were rotavirus, Cryptosporidium spp, and Shigella spp. Improvements in safe water and sanitation have decreased diarrhoeal DALYs by 13·4%, and reductions in childhood undernutrition have decreased diarrhoeal DALYs by 10·0% between 2005 and 2015.
Interpretation: At the global level, deaths due to diarrhoeal diseases have decreased substantially in the past 25 years, although progress has been faster in some countries than others. Diarrhoea remains a largely preventable disease and cause of death, and continued efforts to improve access to safe water, sanitation, and childhood nutrition will be important in reducing the global burden of diarrhoea.
Funding: Bill & Melinda Gates Foundation.
Copyright © 2017 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license. Published by Elsevier Ltd.. All rights reserved.
Figures
Figure 1
Under-5 diarrhoea mortality rate per 100 000 population (A) Under-5 mortality in 2015. (B) Under-5 mortality in 2005. ATG=Antigua and Barbuda. VCT=Saint Vincent and the Grenadines. LCA=Saint Lucia. TTO=Trinidad and Tobago. TLS=Timor-Leste. FSM=Federated States of Micronesia.
Figure 2
All ages diarrhoea mortality rate per 100 000 population (A) All-ages mortality in 2015. (B) All-ages mortality in 2005. ATG=Antigua and Barbuda. VCT=Saint Vincent and the Grenadines. LCA=Saint Lucia. TTO=Trinidad and Tobago. TLS=Timor-Leste. FSM=Federated States of Micronesia.
Figure 3
Change in diarrhoea deaths by geography, 2005–15 (A) Percentage change in under-5 deaths and (B) all-age deaths. ATG=Antigua and Barbuda. VCT=Saint Vincent and the Grenadines. LCA=Saint Lucia. TTO=Trinidad and Tobago. TLS=Timor-Leste. FSM=Federated States of Micronesia.
Figure 4
Trends in under-5 diarrhoea mortality and incidence and SDI by region, 1990–2015 The diarrhoea mortality rate per 100 000 population (A) and incidence per child-year (B) for each region is shown. Points represent 5 year increments from 1990 to 2015. The black line is a least-squares cubic spline regression using the age-standardised diarrhoea mortality rate for each geographic location and represents the expected rate based on SDI alone, where estimates above the black line are higher than expected and those below are lower than expected on the basis of SDI alone. More information on the formulation and theory of the SDI is available in the GBD 2015 cause of death capstone paper. SDI=Socio-demographic Index. GBD=Global Burden of Disease.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 5
Number of under-5 diarrhoea deaths by aetiology and geography in 2015 Each aetiology is represented by a colour across geographies, ordered left to right by geographical ranking. SDI=Socio-demographic Index. Rota=rotavirus. Crypto=Cryptosporidium spp. Shigella=Shigella spp. Adeno=adenovirus. Salm=Salmonella spp. Campy=Campylobacter spp. Cholera=Vibrio cholerae. ETEC=enterotoxigenic Escherichia coli. Ehist=Entamoeba histolytica (amoebiasis). Noro=norovirus. tEPEC=typical enteropathogenic Escherichia coli. Aero=Aeromonas spp. C diff=Clostridium difficile.
Figure 6
Risk factor and cause decomposition of changes in attributable DALYs among all ages in central Europe, eastern Europe, and central Asia, southeast Asia, east Asia, and Oceania, and South Asia, 2005–15 Changes from 2005 to 2015 are shown for (A) central Europe, eastern Europe, and central Asia, (B) southeast Asia, east Asia, and Oceania, and (C) South Asia. Black dots represent the overall rate of change in DALYs attributable to each risk or cause. Colours represent the population and cause–rate contribution to the rate of change. Bars to the left of zero show a reduction in attribution and bars to the right show an increase. Red bars show the change in risk factor or cause attribution after accounting for the other factors. DALYs=disability-adjusted life-years.
Figure 7
Risk factor and cause decomposition of changes in attributable DALYs among all ages in north Africa and the Middle East and sub-Saharan Africa, 2005–15 Changes from 2005 to 2015 are shown for (A) north Africa and the Middle East and (B) sub-Saharan Africa. Black dots represent the overall rate of change in DALYs attributable to each risk or cause. Colours represent the population and cause–rate contribution to the rate of change. Bars to the left of zero show a reduction in attribution and bars to the right show an increase. Red bars show the change in risk factor or cause attribution after accounting for the other factors. DALYs=disability-adjusted life-years.
Figure 8
Risk factor and cause decomposition of changes in attributable DALYs among all ages in Latin America and Caribbean and high-income countries, 2005–15 Changes from 2005 to 2015 are shown for (A) Latin America and Caribbean and (B) high-income countries. Black dots represent the overall rate of change in DALYs attributable to each risk or cause. Colours represent the population and cause–rate contribution to the rate of change. Bars to the left of zero show a reduction in attribution and bars to the right show an increase. Red bars show the change in risk factor or cause attribution after accounting for the other factors. DALYs=disability-adjusted life-years.
Comment in
- Diarrhoeal disease trends in the GBD 2015 study: optimism tempered by scepticism.
Gill CJ, Thea DM, Hibberd P. Gill CJ, et al. Lancet Infect Dis. 2017 Sep;17(9):884-885. doi: 10.1016/S1473-3099(17)30336-5. Epub 2017 Jun 1. Lancet Infect Dis. 2017. PMID: 28579425 No abstract available. - Commentary: Estimates of Global, Regional, and National Morbidity, Mortality, and Aetiologies of Diarrhoeal Diseases: A Systematic Analysis for the Global Burden of Disease Study 2015.
Abdoli A, Maspi N. Abdoli A, et al. Front Med (Lausanne). 2018 Jan 29;5:11. doi: 10.3389/fmed.2018.00011. eCollection 2018. Front Med (Lausanne). 2018. PMID: 29435450 Free PMC article. No abstract available.
Similar articles
- Estimates of the global, regional, and national morbidity, mortality, and aetiologies of lower respiratory tract infections in 195 countries: a systematic analysis for the Global Burden of Disease Study 2015.
GBD 2015 LRI Collaborators. GBD 2015 LRI Collaborators. Lancet Infect Dis. 2017 Nov;17(11):1133-1161. doi: 10.1016/S1473-3099(17)30396-1. Epub 2017 Aug 23. Lancet Infect Dis. 2017. PMID: 28843578 Free PMC article. - Estimates of the global, regional, and national morbidity, mortality, and aetiologies of diarrhoea in 195 countries: a systematic analysis for the Global Burden of Disease Study 2016.
GBD 2016 Diarrhoeal Disease Collaborators. GBD 2016 Diarrhoeal Disease Collaborators. Lancet Infect Dis. 2018 Nov;18(11):1211-1228. doi: 10.1016/S1473-3099(18)30362-1. Epub 2018 Sep 19. Lancet Infect Dis. 2018. PMID: 30243583 Free PMC article. - Global disability-adjusted life-year estimates of long-term health burden and undernutrition attributable to diarrhoeal diseases in children younger than 5 years.
Troeger C, Colombara DV, Rao PC, Khalil IA, Brown A, Brewer TG, Guerrant RL, Houpt ER, Kotloff KL, Misra K, Petri WA Jr, Platts-Mills J, Riddle MS, Swartz SJ, Forouzanfar MH, Reiner RC Jr, Hay SI, Mokdad AH. Troeger C, et al. Lancet Glob Health. 2018 Mar;6(3):e255-e269. doi: 10.1016/S2214-109X(18)30045-7. Lancet Glob Health. 2018. PMID: 29433665 Free PMC article. - Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010.
Whiteford HA, Degenhardt L, Rehm J, Baxter AJ, Ferrari AJ, Erskine HE, Charlson FJ, Norman RE, Flaxman AD, Johns N, Burstein R, Murray CJ, Vos T. Whiteford HA, et al. Lancet. 2013 Nov 9;382(9904):1575-86. doi: 10.1016/S0140-6736(13)61611-6. Epub 2013 Aug 29. Lancet. 2013. PMID: 23993280 Review. - Global and regional burden of stroke during 1990-2010: findings from the Global Burden of Disease Study 2010.
Feigin VL, Forouzanfar MH, Krishnamurthi R, Mensah GA, Connor M, Bennett DA, Moran AE, Sacco RL, Anderson L, Truelsen T, O'Donnell M, Venketasubramanian N, Barker-Collo S, Lawes CM, Wang W, Shinohara Y, Witt E, Ezzati M, Naghavi M, Murray C; Global Burden of Diseases, Injuries, and Risk Factors Study 2010 (GBD 2010) and the GBD Stroke Experts Group. Feigin VL, et al. Lancet. 2014 Jan 18;383(9913):245-54. doi: 10.1016/s0140-6736(13)61953-4. Lancet. 2014. PMID: 24449944 Free PMC article. Review.
Cited by
- Detection of Rotavirus Vaccine Strains in Oysters and Sewage and Their Relationship with the Gastroenteritis Epidemic.
Ito E, Pu J, Miura T, Kazama S, Nishiyama M, Ito H, Konta Y, Omura T, Watanabe T. Ito E, et al. Appl Environ Microbiol. 2021 Apr 27;87(10):e02547-20. doi: 10.1128/AEM.02547-20. Print 2021 Apr 27. Appl Environ Microbiol. 2021. PMID: 33712423 Free PMC article. - Nationwide trends and features of human salmonellosis outbreaks in China.
Wang Z, Zhou H, Liu Y, Huang C, Chen J, Siddique A, Yin R, Jia C, Li Y, Zhao G, Yue M. Wang Z, et al. Emerg Microbes Infect. 2024 Dec;13(1):2372364. doi: 10.1080/22221751.2024.2372364. Epub 2024 Jul 18. Emerg Microbes Infect. 2024. PMID: 38923510 Free PMC article. - The magnitude of oral rehydration salt utilization in diarrhea hot spot regions of Ethiopia and its associated factors among under-five children: A multilevel analysis based on Bayesian approach.
Negesse Y, Fetene Abebe G, Addisu A, Setegn Alie M, Alemayehu D. Negesse Y, et al. Front Public Health. 2022 Nov 10;10:960627. doi: 10.3389/fpubh.2022.960627. eCollection 2022. Front Public Health. 2022. PMID: 36438299 Free PMC article. - Multicenter evaluation of BioCode GPP for syndromic molecular detection of gastrointestinal pathogens from stool specimens.
Knoth C, Humphries R, Johnson JK, Patel A, Lima A, Silbert S, Vinjé J. Knoth C, et al. J Clin Microbiol. 2024 Mar 13;62(3):e0154523. doi: 10.1128/jcm.01545-23. Epub 2024 Feb 8. J Clin Microbiol. 2024. PMID: 38329337 Free PMC article. - Population modifiable risk factors associated with under-5 acute respiratory tract infections and diarrhoea in 25 countries in sub-Saharan Africa (2014-2021): an analysis of data from demographic and health surveys.
Ahmed KY, Dadi AF, Kibret GD, Bizuayehu HM, Hassen TA, Amsalu E, Ketema DB, Kassa ZY, Bore MG, Alebel A, Alemu AA, Shifa JE, Leshargie CT, Thapa S, Omar SH, Ross AG. Ahmed KY, et al. EClinicalMedicine. 2024 Feb 3;68:102444. doi: 10.1016/j.eclinm.2024.102444. eCollection 2024 Feb. EClinicalMedicine. 2024. PMID: 38333537 Free PMC article.
References
- GBD 2015 Disease and Injury Incidence and Prevalence Collaborators Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet. 2016;388:1545–1602. - PMC - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous