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Fitzmaurice C, Allen C, Barber RM, Barregard L, Bhutta ZA, Brenner H, Dicker DJ, Chimed-Orchir O, Dandona R, Dandona L, Fleming T, Forouzanfar MH, Hancock J, Hay RJ, Hunter-Merrill R, Huynh C, Hosgood HD, Johnson CO, Jonas JB, Khubchandani J, Kumar GA, Kutz M, Lan Q, Larson HJ, Liang X, Lim SS, Lopez AD, MacIntyre MF, Marczak L, Marquez N, Mokdad AH, Pinho C, Pourmalek F, Salomon JA, Sanabria JR, Sandar L, Sartorius B, Schwartz SM, Shackelford KA, Shibuya K, Stanaway J, Steiner C, Sun J, Takahashi K, Vollset SE, Vos T, Wagner JA, Wang H, Westerman R, Zeeb H, Zoeckler L, Abd-Allah F, Ahmed MB, Alabed S, Alam NK, Aldhahri SF, Alem G, Alemayohu MA, Ali R, Al-Raddadi R, Amare A, Amoako Y, Artaman A, Asayesh H, Atnafu N, Awasthi A, Saleem HB, Barac A, Bedi N, Bensenor I, Berhane A, Bernabé E, Betsu B, Binagwaho A, Boneya D, Campos-Nonato I, Castañeda-Orjuela C, Catalá-López F, Chiang P, Chibueze C, Chitheer A, Choi JY, Cowie B, Damtew S, das Neves J, Dey S, Dharmaratne S, Dhillon P, Ding E, Driscoll T, Ekwueme D, Endries AY, Farvid M, Farzadfar F, Fernandes J, Fischer F, G/Hiwot TT, Gebru A, Gopalani S, Hailu A, Horino M, Horita N, Husseini A, Huybrechts I, Inoue M, Islami F, Jakovljevic M, James S, Javanbakht M, Jee SH, Kasaeian A, Kedir MS, Khader YS, Khang YH, Kim D, Leigh J, Linn S, Lunevicius R, El Razek HMA, Malekzadeh R, Malta DC, Marcenes W, Markos D, Melaku YA, Meles KG, Mendoza W, Mengiste DT, Meretoja TJ, Miller TR, Mohammad KA, Mohammadi A, Mohammed S, Moradi-Lakeh M, Nagel G, Nand D, Le Nguyen Q, Nolte S, Ogbo FA, Oladimeji KE, Oren E, Pa M, Park EK, Pereira DM, Plass D, Qorbani M, Radfar A, Rafay A, Rahman M, Rana SM, Søreide K, Satpathy M, Sawhney M, Sepanlou SG, Shaikh MA, She J, Shiue I, Shore HR, Shrime MG, So S, Soneji S, Stathopoulou V, Stroumpoulis K, Sufiyan MB, Sykes BL, Tabarés-Seisdedos R, Tadese F, Tedla BA, Tessema GA, Thakur JS, Tran BX, Ukwaja KN, Uzochukwu BSC, Vlassov VV, Weiderpass E, Wubshet Terefe M, Yebyo HG, Yimam HH, Yonemoto N, Younis MZ, Yu C, Zaidi Z, Zaki MES, Zenebe ZM, Murray CJL, Naghavi M. Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-years for 32 Cancer Groups, 1990 to 2015: A Systematic Analysis for the Global Burden of Disease Study. JAMA Oncol 2017; 3:524-548. [PMID: 27918777 PMCID: PMC6103527 DOI: 10.1001/jamaoncol.2016.5688] [Citation(s) in RCA: 2711] [Impact Index Per Article: 387.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
IMPORTANCE Cancer is the second leading cause of death worldwide. Current estimates on the burden of cancer are needed for cancer control planning. OBJECTIVE To estimate mortality, incidence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs) for 32 cancers in 195 countries and territories from 1990 to 2015. EVIDENCE REVIEW Cancer mortality was estimated using vital registration system data, cancer registry incidence data (transformed to mortality estimates using separately estimated mortality to incidence [MI] ratios), and verbal autopsy data. Cancer incidence was calculated by dividing mortality estimates through the modeled MI ratios. To calculate cancer prevalence, MI ratios were used to model survival. To calculate YLDs, prevalence estimates were multiplied by disability weights. The YLLs were estimated by multiplying age-specific cancer deaths by the reference life expectancy. DALYs were estimated as the sum of YLDs and YLLs. A sociodemographic index (SDI) was created for each location based on income per capita, educational attainment, and fertility. Countries were categorized by SDI quintiles to summarize results. FINDINGS In 2015, there were 17.5 million cancer cases worldwide and 8.7 million deaths. Between 2005 and 2015, cancer cases increased by 33%, with population aging contributing 16%, population growth 13%, and changes in age-specific rates contributing 4%. For men, the most common cancer globally was prostate cancer (1.6 million cases). Tracheal, bronchus, and lung cancer was the leading cause of cancer deaths and DALYs in men (1.2 million deaths and 25.9 million DALYs). For women, the most common cancer was breast cancer (2.4 million cases). Breast cancer was also the leading cause of cancer deaths and DALYs for women (523 000 deaths and 15.1 million DALYs). Overall, cancer caused 208.3 million DALYs worldwide in 2015 for both sexes combined. Between 2005 and 2015, age-standardized incidence rates for all cancers combined increased in 174 of 195 countries or territories. Age-standardized death rates (ASDRs) for all cancers combined decreased within that timeframe in 140 of 195 countries or territories. Countries with an increase in the ASDR due to all cancers were largely located on the African continent. Of all cancers, deaths between 2005 and 2015 decreased significantly for Hodgkin lymphoma (-6.1% [95% uncertainty interval (UI), -10.6% to -1.3%]). The number of deaths also decreased for esophageal cancer, stomach cancer, and chronic myeloid leukemia, although these results were not statistically significant. CONCLUSION AND RELEVANCE As part of the epidemiological transition, cancer incidence is expected to increase in the future, further straining limited health care resources. Appropriate allocation of resources for cancer prevention, early diagnosis, and curative and palliative care requires detailed knowledge of the local burden of cancer. The GBD 2015 study results demonstrate that progress is possible in the war against cancer. However, the major findings also highlight an unmet need for cancer prevention efforts, including tobacco control, vaccination, and the promotion of physical activity and a healthy diet.
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Affiliation(s)
- Christina Fitzmaurice
- Division of Hematology, Department of Medicine, University of Washington, Seattle2Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Christine Allen
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Ryan M Barber
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | | | | | - Daniel J Dicker
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | | | - Lalit Dandona
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Tom Fleming
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Jamie Hancock
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Roderick J Hay
- International Foundation for Dermatology, London, England
| | | | - Chantal Huynh
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - H Dean Hosgood
- Department of Epidemiology and Population Health, Global Health Center, Albert Einstein College of Medicine, New York, New York
| | - Catherine O Johnson
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Jost B Jonas
- Department of Ophthalmology, Ruprecht-Karls-University Heidelberg, Mannheim, Germany
| | | | - G Anil Kumar
- Public Health Foundation of India, New Delhi, India
| | - Michael Kutz
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Qing Lan
- National Cancer Institute, Rockville, Maryland
| | - Heidi J Larson
- London School of Hygiene and Tropical Medicine, London, England
| | - Xiaofeng Liang
- Chinese Center for Disease Control and Prevention, Beijing, China
| | - Stephen S Lim
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Alan D Lopez
- School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Michael F MacIntyre
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Laurie Marczak
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Neal Marquez
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Ali H Mokdad
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Christine Pinho
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Joshua A Salomon
- Department of Global Health and Population, Harvard University, Cambridge, Massachusetts
| | | | - Logan Sandar
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | | | - Katya A Shackelford
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Jeff Stanaway
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Caitlyn Steiner
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Jiandong Sun
- Queensland University of Technology, Brisbane, Queensland, Australia
| | - Ken Takahashi
- University of Occupational and Environmental Health, Kitakyushu, Fukuoka, Japan
| | | | - Theo Vos
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Joseph A Wagner
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Haidong Wang
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Hajo Zeeb
- Leibniz Institute for Prevention Research and Epidemiology, Bremen, Germany
| | - Leo Zoeckler
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Muktar Beshir Ahmed
- College of Health Sciences, Department of Epidemiology, Jimma University, Jimma, Ethiopia
| | - Samer Alabed
- College of Health Sciences, Department of Epidemiology, University of Sheffield, Sheffield, England
| | - Noore K Alam
- Queensland Health Herston, Brisbane, Queensland, Australia
| | - Saleh Fahed Aldhahri
- Department of Otolaryngology-Head and Neck Surgery, King Saud University, Riyadh, Saudi Arabia
| | - Girma Alem
- Debre Markos University, Debre Markos, Ethiopia
| | | | - Raghib Ali
- Cancer Epidemiology Unit, University of Oxford, Oxford, England
| | - Rajaa Al-Raddadi
- Public Health Directorate, Department of Preventive Medicine, Ministry of Health, Jeddah, Makkah, Saudi Arabia
| | - Azmeraw Amare
- School of Medicine, University of Adelaide, Adelaide, Australia37Bahir Dar University, College of Medicine and Health Sciences, Bahir Dar, Ethiopia
| | - Yaw Amoako
- Department of Medicine, Komfo Anokye Teaching Hospital Ghana, Kumasi, Ghana
| | - Al Artaman
- Department of Community Health Science, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Hamid Asayesh
- Department of Medical Emergency, School of Paramedic, Qom University of Medical Sciences, Qom, Iran
| | - Niguse Atnafu
- College of Medicine and Health Sciences, Department of Nursing, Mizan Tepi University, Mizan Teferi, Ethiopia
| | - Ashish Awasthi
- Department of Biostatistics, Nayati Multi Super Speciality Hospital, Mathura, India
| | - Huda Ba Saleem
- Department of Community Medicine, Aden Cancer Registry, and Research Center Faculty of Medicine and Health Sciences, Aden University, Aden, Yemen
| | - Aleksandra Barac
- Clinic for Infectious and Tropical Diseases, Clinical Center of Serbia, Faculty of Medicine University of Belgrade, Belgrade, Serbia
| | - Neeraj Bedi
- Department of Epidemiology, Tropical Disease Unit, College of Public Health and Tropical Medicine, Jazan, Saudi Arabia
| | - Isabela Bensenor
- Department of Internal Medicine, University of São Paul, São Paul, Brazil
| | - Adugnaw Berhane
- College of Health Sciences, Debre Berhan University, Debre Berhan, Ethiopia)
| | - Eduardo Bernabé
- Division of Population and Patient Health, King's College London Dental Institute, London, England
| | | | - Agnes Binagwaho
- University of Global Health Equit, Kigali, Rwanda51Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Cambridge, Massachusetts
| | - Dube Boneya
- Debre Markos University, Debre Markos, Ethiopia
| | | | | | - Ferrán Catalá-López
- Department of Medicine, University of Valencia/INCLIVA Health Research Institute and CIBERSAM, Valencia, Spain55Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Peggy Chiang
- Clinical Governance Unit, Gold Coast Health, Southport, Queensland, Australia
| | - Chioma Chibueze
- National Center for Child Health and Development, Tokyo, Japan
| | | | | | - Benjamin Cowie
- WHO Collaborating Centre for Viral Hepatitis, Doherty Institute, Melbourne, Australia
| | - Solomon Damtew
- School of Public Health, College of Health Sciences and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia)
| | - José das Neves
- i3S-Instituto de Investigação e Inovação em Saúde, University of Porto, Porto, Portugal
| | - Suhojit Dey
- Indian Institute of Public Health-Delhi, Public Health Foundation of India, Gurgaon, India
| | - Samath Dharmaratne
- Department of Community Medicine, Faculty of Medicine, University of Peradeniya, Peradeniya, Sri Lanka
| | - Preet Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, India
| | - Eric Ding
- Department of Nutrition, Harvard University, Boston, Massachusetts
| | - Tim Driscoll
- Sydney School of Public Health, University of Sydney, Sydney, New South Wales, Australia
| | - Donatus Ekwueme
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
| | | | - Maryam Farvid
- Department of Nutrition, T.H. Chan School of Public Health, Boston, Massachusetts71Harvard/MGH Center on Genomics, Vulnerable Populations, and Health Disparities, Mongan Institute for Health Policy, Massachusetts General Hospital, Boston, Massachusetts
| | - Farshad Farzadfar
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Joao Fernandes
- Center for Biotechnology and Fine Chemistry-Associate Laboratory, Faculty of Biotechnology, Catholic University of Portugal, Porto, Portugal
| | | | | | | | - Sameer Gopalani
- Government of the Federated States of Micronesia, Palikir, Federated States of Micronesia
| | | | - Masako Horino
- Nevada Division of Public and Behavioral Health, Carson City
| | - Nobuyuki Horita
- Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Abdullatif Husseini
- Institute of Community and Public Health, Birzeit University, Birzeit, Palestine
| | | | | | - Farhad Islami
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | | | - Spencer James
- Emergency Medicine, Denver Health/University of Colorado, Denver
| | - Mehdi Javanbakht
- Health Economics Group, Institute of Health and Society, Newcastle University, Newcastle Upon Tyne, England
| | | | - Amir Kasaeian
- Hematology-Oncology and Stem Cell Transplantation Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Muktar Sano Kedir
- Department of Pharmacy, College of Health Sciences, Mizan Tepi University, Mizan Teferi, Ethiopia
| | - Yousef S Khader
- Department of Community Medicine, Public Health and Family Medicine, Jordan University of Science and Technology Irbid, Irbid, Jordan
| | - Young-Ho Khang
- Department of Health Policy and Management, Seoul National University, Seoul, South Korea92Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, South Korea
| | - Daniel Kim
- Department of Health Science, Northeastern University, Boston, Massachusetts
| | - James Leigh
- Asbestos Disease Research Institute, University of Sydney, Sydney, Australia
| | - Shai Linn
- School of Public Health, Faculty of Social Welfare and Health, University of Haifa, Haifa, Israel
| | - Raimundas Lunevicius
- Aintree University Hospital National Health Service Foundation Trust, Liverpool, England
| | | | - Reza Malekzadeh
- Non-Communicable Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | | | - Wagner Marcenes
- Division of Population and Patient Health, King's College London Dental Institute, London, England
| | - Desalegn Markos
- College of Health Sciences, Arsi University, Assela, Ethiopia
| | | | - Kidanu G Meles
- Department of Epidemiology, College of Health Science, School of Public Health, Mekelle University, Mekelle, Ethiopia
| | - Walter Mendoza
- Peru Country Office, United Nations Population Fund, Lima, Peru
| | | | - Tuomo J Meretoja
- Comprehensive Cancer Center, Breast Surgery Unit, Helsinki University Hospital, Helsinki, Finland
| | - Ted R Miller
- Pacific Institute for Research and Evaluation, Calverton, Maryland105Center for Population Health Research, The Curtin University, Calverton, Maryland
| | - Karzan Abdulmuhsin Mohammad
- Faculty of Education, Ishik University, Erbil, Iraq107Faculty of Education, University of Salahaddin, Erbil, Iraq
| | - Alireza Mohammadi
- Neuroscience Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | | | - Maziar Moradi-Lakeh
- Department of Community Medicine, Preventive Medicine and Public Health Research Center, Iran University of Medical Sciences, Tehran, Iran
| | | | | | | | | | - Felix A Ogbo
- Centre for Health Research, Western Sydney University, Sydney, Australia
| | - Kelechi E Oladimeji
- Department of Public Health Medicine, College of Health Science, Howard College Campus, University of KwaZulu-Natal, Durban, South Africa
| | - Eyal Oren
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health University of Arizona, Tucson
| | - Mahesh Pa
- Department of Pulmonary Medicine, JSS Medical College, JSS University, Mysore, India
| | | | | | - Dietrich Plass
- Department of Environmental Hygiene, German Environment Agency, Berlin, Germany
| | | | - Amir Radfar
- College of Graduate Heath Study, A. T. Still University, Kirksville, Missouri
| | - Anwar Rafay
- Epidemiology and Biostatistics, Contech International Health Consultants, Lahore Pakistan
| | | | | | - Kjetil Søreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway128Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Maheswar Satpathy
- Jai Prakash Narayan Apex Trauma Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Monika Sawhney
- Department of Public Health, College of Health Professions, Marshall University, Huntington, West Virginia
| | - Sadaf G Sepanlou
- Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Jun She
- Fudan University Shanghai, China
| | - Ivy Shiue
- Northumbria University, Newcastle Upon Tyne, England
| | - Hirbo Roba Shore
- College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
| | - Mark G Shrime
- Program in Global Surgery and Social Change, Harvard Medical School, Boston, Massachusetts
| | - Samuel So
- Asian Liver Center, Stanford University, Palo Alto, California
| | - Samir Soneji
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire139Norris Cotton Cancer Center, Dartmouth Medical School, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | | | | | | | - Bryan L Sykes
- Department of Criminology, Law & Society, University of California Irvine, Irvine
| | - Rafael Tabarés-Seisdedos
- Department of Medicine, University of Valencia/INCLIVA Health Research Institute and CIBERSAM, Valencia, Spain
| | - Fentaw Tadese
- Department of Public Health, Wollo University, Dessie, Ethiopia
| | | | - Gizachew Assefa Tessema
- Institute of Public Health, University of Gondar, Gondar, Ethiopia147School of Public Health, University of Adelaide, Adelaide, Australia
| | - J S Thakur
- Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | | | | | | | | | - Elisabete Weiderpass
- Department of Research, Group of Etiological Cancer Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo154Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden155Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland156Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Mamo Wubshet Terefe
- Department of Public Health, St. Paul's Hospital Millenium Medical College, Addis Ababa, Ethiopia
| | | | | | | | - Mustafa Z Younis
- Department of Health Policy and Management, Jackson State University, Jackson, Mississippi
| | | | - Zoubida Zaidi
- Department of Epidemiology, University Hospital of Setif, Algeria
| | | | | | | | - Mohsen Naghavi
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
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2
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Fitzmaurice C, Dicker D, Pain A, Hamavid H, Moradi-Lakeh M, MacIntyre MF, Allen C, Hansen G, Woodbrook R, Wolfe C, Hamadeh RR, Moore A, Werdecker A, Gessner BD, Te Ao B, McMahon B, Karimkhani C, Yu C, Cooke GS, Schwebel DC, Carpenter DO, Pereira DM, Nash D, Kazi DS, De Leo D, Plass D, Ukwaja KN, Thurston GD, Yun Jin K, Simard EP, Mills E, Park EK, Catalá-López F, deVeber G, Gotay C, Khan G, Hosgood HD, Santos IS, Leasher JL, Singh J, Leigh J, Jonas JB, Jonas J, Sanabria J, Beardsley J, Jacobsen KH, Takahashi K, Franklin RC, Ronfani L, Montico M, Naldi L, Tonelli M, Geleijnse J, Petzold M, Shrime MG, Younis M, Yonemoto N, Breitborde N, Yip P, Pourmalek F, Lotufo PA, Esteghamati A, Hankey GJ, Ali R, Lunevicius R, Malekzadeh R, Dellavalle R, Weintraub R, Lucas R, Hay R, Rojas-Rueda D, Westerman R, Sepanlou SG, Nolte S, Patten S, Weichenthal S, Abera SF, Fereshtehnejad SM, Shiue I, Driscoll T, Vasankari T, Alsharif U, Rahimi-Movaghar V, Vlassov VV, Marcenes WS, Mekonnen W, Melaku YA, Yano Y, Artaman A, Campos I, MacLachlan J, Mueller U, Kim D, Trillini M, Eshrati B, Williams HC, Shibuya K, Dandona R, Murthy K, Cowie B, Amare AT, Antonio CA, Castañeda-Orjuela C, van Gool CH, Violante F, Oh IH, Deribe K, Soreide K, Knibbs L, Kereselidze M, Green M, Cardenas R, Roy N, Tillmann T, Tillman T, Li Y, Krueger H, Monasta L, Dey S, Sheikhbahaei S, Hafezi-Nejad N, Kumar GA, Sreeramareddy CT, Dandona L, Wang H, Vollset SE, Mokdad A, Salomon JA, Lozano R, Vos T, Forouzanfar M, Lopez A, Murray C, Naghavi M. The Global Burden of Cancer 2013. JAMA Oncol 2016; 1:505-27. [PMID: 26181261 DOI: 10.1001/jamaoncol.2015.0735] [Citation(s) in RCA: 1962] [Impact Index Per Article: 245.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
IMPORTANCE Cancer is among the leading causes of death worldwide. Current estimates of cancer burden in individual countries and regions are necessary to inform local cancer control strategies. OBJECTIVE To estimate mortality, incidence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs) for 28 cancers in 188 countries by sex from 1990 to 2013. EVIDENCE REVIEW The general methodology of the Global Burden of Disease (GBD) 2013 study was used. Cancer registries were the source for cancer incidence data as well as mortality incidence (MI) ratios. Sources for cause of death data include vital registration system data, verbal autopsy studies, and other sources. The MI ratios were used to transform incidence data to mortality estimates and cause of death estimates to incidence estimates. Cancer prevalence was estimated using MI ratios as surrogates for survival data; YLDs were calculated by multiplying prevalence estimates with disability weights, which were derived from population-based surveys; YLLs were computed by multiplying the number of estimated cancer deaths at each age with a reference life expectancy; and DALYs were calculated as the sum of YLDs and YLLs. FINDINGS In 2013 there were 14.9 million incident cancer cases, 8.2 million deaths, and 196.3 million DALYs. Prostate cancer was the leading cause for cancer incidence (1.4 million) for men and breast cancer for women (1.8 million). Tracheal, bronchus, and lung (TBL) cancer was the leading cause for cancer death in men and women, with 1.6 million deaths. For men, TBL cancer was the leading cause of DALYs (24.9 million). For women, breast cancer was the leading cause of DALYs (13.1 million). Age-standardized incidence rates (ASIRs) per 100 000 and age-standardized death rates (ASDRs) per 100 000 for both sexes in 2013 were higher in developing vs developed countries for stomach cancer (ASIR, 17 vs 14; ASDR, 15 vs 11), liver cancer (ASIR, 15 vs 7; ASDR, 16 vs 7), esophageal cancer (ASIR, 9 vs 4; ASDR, 9 vs 4), cervical cancer (ASIR, 8 vs 5; ASDR, 4 vs 2), lip and oral cavity cancer (ASIR, 7 vs 6; ASDR, 2 vs 2), and nasopharyngeal cancer (ASIR, 1.5 vs 0.4; ASDR, 1.2 vs 0.3). Between 1990 and 2013, ASIRs for all cancers combined (except nonmelanoma skin cancer and Kaposi sarcoma) increased by more than 10% in 113 countries and decreased by more than 10% in 12 of 188 countries. CONCLUSIONS AND RELEVANCE Cancer poses a major threat to public health worldwide, and incidence rates have increased in most countries since 1990. The trend is a particular threat to developing nations with health systems that are ill-equipped to deal with complex and expensive cancer treatments. The annual update on the Global Burden of Cancer will provide all stakeholders with timely estimates to guide policy efforts in cancer prevention, screening, treatment, and palliation.
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Affiliation(s)
| | - Christina Fitzmaurice
- Division of Hematology, Department of Medicine, University of Washington, Seattle2Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Daniel Dicker
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Amanda Pain
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Hannah Hamavid
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Maziar Moradi-Lakeh
- Institute for Health Metrics and Evaluation, University of Washington, Seattle3Gastrointestinal and Liver Disease Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Michael F MacIntyre
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Christine Allen
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Gillian Hansen
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Rachel Woodbrook
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | | | | | - Andrea Werdecker
- Institute of Medical Sociology and Social Medicine, Marburg, Germany
| | | | - Braden Te Ao
- Department of Biostatistics and Epidemiology, School of Public Health and Psychosocial Studies, Auckland University of Technology, Auckland, New Zealand
| | - Brian McMahon
- Liver Disease and Hepatitis Program, Alaska Native Tribal Health Consortium, Anchorage, Alaska
| | - Chante Karimkhani
- College of Physicians and Surgeons, Columbia University, New York, New York
| | - Chuanhua Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Wuhan University, Wuhan, China
| | | | - David C Schwebel
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama
| | - David O Carpenter
- Institute for Health and the Environment, University at Albany, Rensselaer, New York
| | - David M Pereira
- Laboratório de Farmacognosia, Departamento de Ciências Químicas, Faculdade de Farmácia, University do Porto, REQUIMTE/LAQV, Porto, Portugal
| | - Denis Nash
- School of Public Health, Hunter College Campus, City University of New York, New York
| | | | | | - Dietrich Plass
- Federal Environment Agency Section on Exposure Assessment and Environmental Health Indicators, Berlin, Germany
| | - Kingsley N Ukwaja
- Department of Internal Medicine, Federal Teaching Hospital, Abakaliki, Nigeria
| | - George D Thurston
- Nelson Institute of Environmental Medicine, New York University School of Medicine, Tuxedo, New York
| | - Kim Yun Jin
- Faculty of Chinese Medicine, Southern University College, Johor, Malaysia
| | - Edgar P Simard
- Rollins School of Public Health, Emory University, Atlanta, Georgia
| | | | - Eun-Kee Park
- Department of Medical Humanities and Social Medicine, Kosin University College of Medicine, Busan, South Korea
| | - Ferrán Catalá-López
- Division of Pharmacoepidemiology and Pharmacovigilance, Spanish Medicines and Healthcare Products Agency (AEMPS), Ministry of Health, Madrid, Spain
| | | | - Carolyn Gotay
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Gulfaraz Khan
- Department of Microbiology & Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates
| | | | - Itamar S Santos
- Centre for Clinical and Epidemiological Research, University of São Paulo, São Paulo, Brazil
| | | | - Jasvinder Singh
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - Jost B Jonas
- Department of Ophthalmology, University of Heidelberg, Mannheim, Germany
| | | | - Juan Sanabria
- Department of Surgery, Case Western Reserve University, Cleveland, Ohio38Nutrition and Preventive Medicine, Chicago Medical School at Cancer Treatment Centers of America, Rosalind Franklin University, Chicago, Illinois
| | - Justin Beardsley
- Nuffield Department of Medicine, Oxford University, Ho Chi Minh City, Vietnam
| | - Kathryn H Jacobsen
- Department of Global and Community Health, George Mason University, Fairfax, Virginia
| | - Ken Takahashi
- Department of Environmental Epidemiology, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Richard C Franklin
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Australia
| | - Luca Ronfani
- Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Marcella Montico
- Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Luigi Naldi
- Azienda Ospedaliera papa Giovanni XXIII, Bergamo, Italy
| | | | - Johanna Geleijnse
- Division of Human Nutrition, Wageningen University, Wageningen, the Netherlands
| | - Max Petzold
- Centre for Applied Biostatistics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden48School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | | | | | - Paul Yip
- The University of Hong Kong, Hong Kong, China
| | - Farshad Pourmalek
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Paulo A Lotufo
- Centre for Clinical and Epidemiological Research, University of São Paulo, São Paulo, Brazil
| | - Alireza Esteghamati
- Endocrinology and Metabolism Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Graeme J Hankey
- School of Medicine and Pharmacology, University of Western Australia, School of Medicine and Pharmacology, Perth, Australia
| | - Raghib Ali
- Nuffield Department of Population Health, University of Oxford, Oxford, England
| | - Raimundas Lunevicius
- Department of Neuropsychopharmacology, Aintree University Hospital NHS Foundation Trust, Liverpool, England
| | - Reza Malekzadeh
- Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Robert Dellavalle
- Veterans Affairs Eastern Colorado Health Care System, Denver61Department of Dermatology, University of Colorado School of Medicine, Denver
| | - Robert Weintraub
- University of Melbourne, Melbourne, Australia63Royal Children's Hospital, Melbourne, Australia
| | - Robyn Lucas
- National Centre for Epidemiology and Population Health, Research School of Population Health, The Australian National University, Canberra, Australia
| | - Roderick Hay
- International Foundation for Dermatology, London, England
| | - David Rojas-Rueda
- Centre of Research in Environmental Epidemiology (CREAL), Barcelona, Spain
| | | | - Sadaf G Sepanlou
- Digestive Diseases Research Institute, Shariati Hospital, Tehran, Iran
| | - Sandra Nolte
- Charité University Medicine Berlin, Berlin, Germany
| | - Scott Patten
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | | | | | | | - Ivy Shiue
- Northumbria University, Newcastle upon Tyne, England75University of Edinburgh, Edinburgh, Scotland
| | - Tim Driscoll
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Tommi Vasankari
- UKK Institute for Health Promotion Research, Tampere, Finland
| | | | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Vasiliy V Vlassov
- National Research University Higher School of Economics, Moscow, Russia
| | - W S Marcenes
- Barts and The London School of Medicine and Dentistry, University of London, London, England
| | | | - Yohannes Adama Melaku
- College of Health Sciences, School of Public Health, Mekelle University, Mekelle, Ethiopia
| | - Yuichiro Yano
- Department of Preventive Medicine, Northwestern University, Chicago, Illinois
| | | | | | - Jennifer MacLachlan
- Victorian Infectious Diseases Reference Laboratory (VIDRL), The Peter Doherty Institute for Infection and Immunity, WHO Collaborating Centre for Viral Hepatitis, Melbourne, Australia
| | | | - Daniel Kim
- Department of Health Sciences, Northeastern University, Boston, Massachusetts
| | - Matias Trillini
- Mario Negri Institute for pharmacological Research, Ranica, Italy
| | - Babak Eshrati
- Arak University of Medical Sciences and Health Affairs, Arak, Iran
| | | | | | - Rakhi Dandona
- Public Health Foundation of India, National Capital Region, India
| | - Kinnari Murthy
- Public Health Foundation of India, National Capital Region, India
| | - Benjamin Cowie
- Victorian Infectious Diseases Reference Laboratory (VIDRL), The Peter Doherty Institute for Infection and Immunity, WHO Collaborating Centre for Viral Hepatitis, Melbourne, Australia
| | - Azmeraw T Amare
- Department of Epidemiology, University of Groningen, Groningen, the Netherlands
| | | | | | - Coen H van Gool
- National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Francesco Violante
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - In-Hwan Oh
- Kyung Hee University, Seoul, South Korea
| | - Kedede Deribe
- School of Public Health, Addis Ababa University, Addis Ababa, Ethiopia100Brighton and Sussex Medical School, Brighton, England
| | - Kjetil Soreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway102University of Bergen, Stavanger, Norway
| | - Luke Knibbs
- Department of Clinical Medicine, The University of Queensland, Brisbane, Australia
| | - Maia Kereselidze
- National Centre for Diseases Control and Public Health, Tbilisi, Georgia
| | - Mark Green
- University of Sheffield, Sheffield, England
| | | | - Nobhojit Roy
- Department of Public Health Sciences, Karolinska Institutet, Mumbai, India
| | | | | | - Yongmei Li
- Genentech Inc, San Francisco, California
| | - Hans Krueger
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lorenzo Monasta
- Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Subhojit Dey
- Indian Institute of Public Health, National Capital Region, India
| | - Sara Sheikhbahaei
- Endocrinology and Metabolism Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Nima Hafezi-Nejad
- Endocrinology and Metabolism Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - G Anil Kumar
- Public Health Foundation of India, National Capital Region, India
| | | | - Lalit Dandona
- Institute for Health Metrics and Evaluation, University of Washington, Seattle93Public Health Foundation of India, National Capital Region, India
| | - Haidong Wang
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Stein Emil Vollset
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway113Norwegian Institute of Public Health, Bergen, Norway
| | - Ali Mokdad
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Rafael Lozano
- Institute for Health Metrics and Evaluation, University of Washington, Seattle115National Institute of Public Health, Cuernavaca, Mexico
| | - Theo Vos
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | | | - Alan Lopez
- School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Christopher Murray
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
| | - Mohsen Naghavi
- Institute for Health Metrics and Evaluation, University of Washington, Seattle
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Forouzanfar MH, Alexander L, Anderson HR, Bachman VF, Biryukov S, Brauer M, Burnett R, Casey D, Coates MM, Cohen A, Delwiche K, Estep K, Frostad JJ, Astha KC, Kyu HH, Moradi-Lakeh M, Ng M, Slepak EL, Thomas BA, Wagner J, Aasvang GM, Abbafati C, Abbasoglu Ozgoren A, Abd-Allah F, Abera SF, Aboyans V, Abraham B, Abraham JP, Abubakar I, Abu-Rmeileh NME, Aburto TC, Achoki T, Adelekan A, Adofo K, Adou AK, Adsuar JC, Afshin A, Agardh EE, Al Khabouri MJ, Al Lami FH, Alam SS, Alasfoor D, Albittar MI, Alegretti MA, Aleman AV, Alemu ZA, Alfonso-Cristancho R, Alhabib S, Ali R, Ali MK, Alla F, Allebeck P, Allen PJ, Alsharif U, Alvarez E, Alvis-Guzman N, Amankwaa AA, Amare AT, Ameh EA, Ameli O, Amini H, Ammar W, Anderson BO, Antonio CAT, Anwari P, Argeseanu Cunningham S, Arnlöv J, Arsenijevic VSA, Artaman A, Asghar RJ, Assadi R, Atkins LS, Atkinson C, Avila MA, Awuah B, Badawi A, Bahit MC, Bakfalouni T, Balakrishnan K, Balalla S, Balu RK, Banerjee A, Barber RM, Barker-Collo SL, Barquera S, Barregard L, Barrero LH, Barrientos-Gutierrez T, Basto-Abreu AC, Basu A, Basu S, Basulaiman MO, Batis Ruvalcaba C, Beardsley J, Bedi N, Bekele T, Bell ML, Benjet C, Bennett DA, Benzian H, Bernabé E, Beyene TJ, Bhala N, Bhalla A, Bhutta ZA, Bikbov B, Bin Abdulhak AA, Blore JD, Blyth FM, Bohensky MA, Bora Başara B, Borges G, Bornstein NM, Bose D, Boufous S, Bourne RR, Brainin M, Brazinova A, Breitborde NJ, Brenner H, Briggs ADM, Broday DM, Brooks PM, Bruce NG, Brugha TS, Brunekreef B, Buchbinder R, Bui LN, Bukhman G, Bulloch AG, Burch M, Burney PGJ, Campos-Nonato IR, Campuzano JC, Cantoral AJ, Caravanos J, Cárdenas R, Cardis E, Carpenter DO, Caso V, Castañeda-Orjuela CA, Castro RE, Catalá-López F, Cavalleri F, Çavlin A, Chadha VK, Chang JC, Charlson FJ, Chen H, Chen W, Chen Z, Chiang PP, Chimed-Ochir O, Chowdhury R, Christophi CA, Chuang TW, Chugh SS, Cirillo M, Claßen TKD, Colistro V, Colomar M, Colquhoun SM, Contreras AG, Cooper C, Cooperrider K, Cooper LT, Coresh J, Courville KJ, Criqui MH, Cuevas-Nasu L, Damsere-Derry J, Danawi H, Dandona L, Dandona R, Dargan PI, Davis A, Davitoiu DV, Dayama A, de Castro EF, De la Cruz-Góngora V, De Leo D, de Lima G, Degenhardt L, del Pozo-Cruz B, Dellavalle RP, Deribe K, Derrett S, Des Jarlais DC, Dessalegn M, deVeber GA, Devries KM, Dharmaratne SD, Dherani MK, Dicker D, Ding EL, Dokova K, Dorsey ER, Driscoll TR, Duan L, Durrani AM, Ebel BE, Ellenbogen RG, Elshrek YM, Endres M, Ermakov SP, Erskine HE, Eshrati B, Esteghamati A, Fahimi S, Faraon EJA, Farzadfar F, Fay DFJ, Feigin VL, Feigl AB, Fereshtehnejad SM, Ferrari AJ, Ferri CP, Flaxman AD, Fleming TD, Foigt N, Foreman KJ, Paleo UF, Franklin RC, Gabbe B, Gaffikin L, Gakidou E, Gamkrelidze A, Gankpé FG, Gansevoort RT, García-Guerra FA, Gasana E, Geleijnse JM, Gessner BD, Gething P, Gibney KB, Gillum RF, Ginawi IAM, Giroud M, Giussani G, Goenka S, Goginashvili K, Gomez Dantes H, Gona P, Gonzalez de Cosio T, González-Castell D, Gotay CC, Goto A, Gouda HN, Guerrant RL, Gugnani HC, Guillemin F, Gunnell D, Gupta R, Gupta R, Gutiérrez RA, Hafezi-Nejad N, Hagan H, Hagstromer M, Halasa YA, Hamadeh RR, Hammami M, Hankey GJ, Hao Y, Harb HL, Haregu TN, Haro JM, Havmoeller R, Hay SI, Hedayati MT, Heredia-Pi IB, Hernandez L, Heuton KR, Heydarpour P, Hijar M, Hoek HW, Hoffman HJ, Hornberger JC, Hosgood HD, Hoy DG, Hsairi M, Hu G, Hu H, Huang C, Huang JJ, Hubbell BJ, Huiart L, Husseini A, Iannarone ML, Iburg KM, Idrisov BT, Ikeda N, Innos K, Inoue M, Islami F, Ismayilova S, Jacobsen KH, Jansen HA, Jarvis DL, Jassal SK, Jauregui A, Jayaraman S, Jeemon P, Jensen PN, Jha V, Jiang F, Jiang G, Jiang Y, Jonas JB, Juel K, Kan H, Kany Roseline SS, Karam NE, Karch A, Karema CK, Karthikeyan G, Kaul A, Kawakami N, Kazi DS, Kemp AH, Kengne AP, Keren A, Khader YS, Khalifa SEAH, Khan EA, Khang YH, Khatibzadeh S, Khonelidze I, Kieling C, Kim D, Kim S, Kim Y, Kimokoti RW, Kinfu Y, Kinge JM, Kissela BM, Kivipelto M, Knibbs LD, Knudsen AK, Kokubo Y, Kose MR, Kosen S, Kraemer A, Kravchenko M, Krishnaswami S, Kromhout H, Ku T, Kuate Defo B, Kucuk Bicer B, Kuipers EJ, Kulkarni C, Kulkarni VS, Kumar GA, Kwan GF, Lai T, Lakshmana Balaji A, Lalloo R, Lallukka T, Lam H, Lan Q, Lansingh VC, Larson HJ, Larsson A, Laryea DO, Lavados PM, Lawrynowicz AE, Leasher JL, Lee JT, Leigh J, Leung R, Levi M, Li Y, Li Y, Liang J, Liang X, Lim SS, Lindsay MP, Lipshultz SE, Liu S, Liu Y, Lloyd BK, Logroscino G, London SJ, Lopez N, Lortet-Tieulent J, Lotufo PA, Lozano R, Lunevicius R, Ma J, Ma S, Machado VMP, MacIntyre MF, Magis-Rodriguez C, Mahdi AA, Majdan M, Malekzadeh R, Mangalam S, Mapoma CC, Marape M, Marcenes W, Margolis DJ, Margono C, Marks GB, Martin RV, Marzan MB, Mashal MT, Masiye F, Mason-Jones AJ, Matsushita K, Matzopoulos R, Mayosi BM, Mazorodze TT, McKay AC, McKee M, McLain A, Meaney PA, Medina C, Mehndiratta MM, Mejia-Rodriguez F, Mekonnen W, Melaku YA, Meltzer M, Memish ZA, Mendoza W, Mensah GA, Meretoja A, Mhimbira FA, Micha R, Miller TR, Mills EJ, Misganaw A, Mishra S, Mohamed Ibrahim N, Mohammad KA, Mokdad AH, Mola GL, Monasta L, Montañez Hernandez JC, Montico M, Moore AR, Morawska L, Mori R, Moschandreas J, Moturi WN, Mozaffarian D, Mueller UO, Mukaigawara M, Mullany EC, Murthy KS, Naghavi M, Nahas Z, Naheed A, Naidoo KS, Naldi L, Nand D, Nangia V, Narayan KMV, Nash D, Neal B, Nejjari C, Neupane SP, Newton CR, Ngalesoni FN, Ngirabega JDD, Nguyen G, Nguyen NT, Nieuwenhuijsen MJ, Nisar MI, Nogueira JR, Nolla JM, Nolte S, Norheim OF, Norman RE, Norrving B, Nyakarahuka L, Oh IH, Ohkubo T, Olusanya BO, Omer SB, Opio JN, Orozco R, Pagcatipunan RS, Pain AW, Pandian JD, Panelo CIA, Papachristou C, Park EK, Parry CD, Paternina Caicedo AJ, Patten SB, Paul VK, Pavlin BI, Pearce N, Pedraza LS, Pedroza A, Pejin Stokic L, Pekericli A, Pereira DM, Perez-Padilla R, Perez-Ruiz F, Perico N, Perry SAL, Pervaiz A, Pesudovs K, Peterson CB, Petzold M, Phillips MR, Phua HP, Plass D, Poenaru D, Polanczyk GV, Polinder S, Pond CD, Pope CA, Pope D, Popova S, Pourmalek F, Powles J, Prabhakaran D, Prasad NM, Qato DM, Quezada AD, Quistberg DAA, Racapé L, Rafay A, Rahimi K, Rahimi-Movaghar V, Rahman SU, Raju M, Rakovac I, Rana SM, Rao M, Razavi H, Reddy KS, Refaat AH, Rehm J, Remuzzi G, Ribeiro AL, Riccio PM, Richardson L, Riederer A, Robinson M, Roca A, Rodriguez A, Rojas-Rueda D, Romieu I, Ronfani L, Room R, Roy N, Ruhago GM, Rushton L, Sabin N, Sacco RL, Saha S, Sahathevan R, Sahraian MA, Salomon JA, Salvo D, Sampson UK, Sanabria JR, Sanchez LM, Sánchez-Pimienta TG, Sanchez-Riera L, Sandar L, Santos IS, Sapkota A, Satpathy M, Saunders JE, Sawhney M, Saylan MI, Scarborough P, Schmidt JC, Schneider IJC, Schöttker B, Schwebel DC, Scott JG, Seedat S, Sepanlou SG, Serdar B, Servan-Mori EE, Shaddick G, Shahraz S, Levy TS, Shangguan S, She J, Sheikhbahaei S, Shibuya K, Shin HH, Shinohara Y, Shiri R, Shishani K, Shiue I, Sigfusdottir ID, Silberberg DH, Simard EP, Sindi S, Singh A, Singh GM, Singh JA, Skirbekk V, Sliwa K, Soljak M, Soneji S, Søreide K, Soshnikov S, Sposato LA, Sreeramareddy CT, Stapelberg NJC, Stathopoulou V, Steckling N, Stein DJ, Stein MB, Stephens N, Stöckl H, Straif K, Stroumpoulis K, Sturua L, Sunguya BF, Swaminathan S, Swaroop M, Sykes BL, Tabb KM, Takahashi K, Talongwa RT, Tandon N, Tanne D, Tanner M, Tavakkoli M, Te Ao BJ, Teixeira CM, Téllez Rojo MM, Terkawi AS, Texcalac-Sangrador JL, Thackway SV, Thomson B, Thorne-Lyman AL, Thrift AG, Thurston GD, Tillmann T, Tobollik M, Tonelli M, Topouzis F, Towbin JA, Toyoshima H, Traebert J, Tran BX, Trasande L, Trillini M, Trujillo U, Dimbuene ZT, Tsilimbaris M, Tuzcu EM, Uchendu US, Ukwaja KN, Uzun SB, van de Vijver S, Van Dingenen R, van Gool CH, van Os J, Varakin YY, Vasankari TJ, Vasconcelos AMN, Vavilala MS, Veerman LJ, Velasquez-Melendez G, Venketasubramanian N, Vijayakumar L, Villalpando S, Violante FS, Vlassov VV, Vollset SE, Wagner GR, Waller SG, Wallin MT, Wan X, Wang H, Wang J, Wang L, Wang W, Wang Y, Warouw TS, Watts CH, Weichenthal S, Weiderpass E, Weintraub RG, Werdecker A, Wessells KR, Westerman R, Whiteford HA, Wilkinson JD, Williams HC, Williams TN, Woldeyohannes SM, Wolfe CDA, Wong JQ, Woolf AD, Wright JL, Wurtz B, Xu G, Yan LL, Yang G, Yano Y, Ye P, Yenesew M, Yentür GK, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Younoussi Z, Yu C, Zaki ME, Zhao Y, Zheng Y, Zhou M, Zhu J, Zhu S, Zou X, Zunt JR, Lopez AD, Vos T, Murray CJ. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 2015; 386:2287-323. [PMID: 26364544 PMCID: PMC4685753 DOI: 10.1016/s0140-6736(15)00128-2] [Citation(s) in RCA: 1719] [Impact Index Per Article: 191.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND The Global Burden of Disease, Injuries, and Risk Factor study 2013 (GBD 2013) is the first of a series of annual updates of the GBD. Risk factor quantification, particularly of modifiable risk factors, can help to identify emerging threats to population health and opportunities for prevention. The GBD 2013 provides a timely opportunity to update the comparative risk assessment with new data for exposure, relative risks, and evidence on the appropriate counterfactual risk distribution. METHODS Attributable deaths, years of life lost, years lived with disability, and disability-adjusted life-years (DALYs) have been estimated for 79 risks or clusters of risks using the GBD 2010 methods. Risk-outcome pairs meeting explicit evidence criteria were assessed for 188 countries for the period 1990-2013 by age and sex using three inputs: risk exposure, relative risks, and the theoretical minimum risk exposure level (TMREL). Risks are organised into a hierarchy with blocks of behavioural, environmental and occupational, and metabolic risks at the first level of the hierarchy. The next level in the hierarchy includes nine clusters of related risks and two individual risks, with more detail provided at levels 3 and 4 of the hierarchy. Compared with GBD 2010, six new risk factors have been added: handwashing practices, occupational exposure to trichloroethylene, childhood wasting, childhood stunting, unsafe sex, and low glomerular filtration rate. For most risks, data for exposure were synthesised with a Bayesian meta-regression method, DisMod-MR 2.0, or spatial-temporal Gaussian process regression. Relative risks were based on meta-regressions of published cohort and intervention studies. Attributable burden for clusters of risks and all risks combined took into account evidence on the mediation of some risks such as high body-mass index (BMI) through other risks such as high systolic blood pressure and high cholesterol. FINDINGS All risks combined account for 57·2% (95% uncertainty interval [UI] 55·8-58·5) of deaths and 41·6% (40·1-43·0) of DALYs. Risks quantified account for 87·9% (86·5-89·3) of cardiovascular disease DALYs, ranging to a low of 0% for neonatal disorders and neglected tropical diseases and malaria. In terms of global DALYs in 2013, six risks or clusters of risks each caused more than 5% of DALYs: dietary risks accounting for 11·3 million deaths and 241·4 million DALYs, high systolic blood pressure for 10·4 million deaths and 208·1 million DALYs, child and maternal malnutrition for 1·7 million deaths and 176·9 million DALYs, tobacco smoke for 6·1 million deaths and 143·5 million DALYs, air pollution for 5·5 million deaths and 141·5 million DALYs, and high BMI for 4·4 million deaths and 134·0 million DALYs. Risk factor patterns vary across regions and countries and with time. In sub-Saharan Africa, the leading risk factors are child and maternal malnutrition, unsafe sex, and unsafe water, sanitation, and handwashing. In women, in nearly all countries in the Americas, north Africa, and the Middle East, and in many other high-income countries, high BMI is the leading risk factor, with high systolic blood pressure as the leading risk in most of Central and Eastern Europe and south and east Asia. For men, high systolic blood pressure or tobacco use are the leading risks in nearly all high-income countries, in north Africa and the Middle East, Europe, and Asia. For men and women, unsafe sex is the leading risk in a corridor from Kenya to South Africa. INTERPRETATION Behavioural, environmental and occupational, and metabolic risks can explain half of global mortality and more than one-third of global DALYs providing many opportunities for prevention. Of the larger risks, the attributable burden of high BMI has increased in the past 23 years. In view of the prominence of behavioural risk factors, behavioural and social science research on interventions for these risks should be strengthened. Many prevention and primary care policy options are available now to act on key risks. FUNDING Bill & Melinda Gates Foundation.
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Llovet JM, Bruix J, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn SY, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Barker-Collo S, Bartels DH, Bell ML, Benjamin EJ, Bennett D, Bhalla K, Bikbov B, Bin Abdulhak A, Birbeck G, Blyth F, Bolliger I, Boufous S, Bucello C, Burch M, Burney P, Carapetis J, Chen H, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahodwala N, De Leo D, Degenhardt L, Delossantos A, Denenberg J, Des Jarlais DC, Dharmaratne SD, Dorsey ER, Driscoll T, Duber H, Ebel B, Erwin PJ, Espindola P, Ezzati M, Feigin V, Flaxman AD, Forouzanfar MH, Fowkes FGR, Franklin R, Fransen M, Freeman MK, Gabriel SE, Gakidou E, Gaspari F, Gillum RF, Gonzalez-Medina D, Halasa YA, Haring D, Harrison JE, Havmoeller R, Hay RJ, Hoen B, Hotez PJ, Hoy D, Jacobsen KH, James SL, Jasrasaria R, Jayaraman S, Johns N, Karthikeyan G, Kassebaum N, Keren A, Khoo JP, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lipnick M, Lipshultz SE, Ohno SL, Mabweijano J, MacIntyre MF, Mallinger L, March L, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGrath J, Mensah GA, Merriman TR, Michaud C, Miller M, Miller TR, Mock C, Mocumbi AO, Mokdad AA, Moran A, Mulholland K, Nair MN, Naldi L, Narayan KMV, Nasseri K, Norman P, O'Donnell M, Omer SB, Ortblad K, Osborne R, Ozgediz D, Pahari B, Pandian JD, Rivero AP, Padilla RP, Perez-Ruiz F, Perico N, Phillips D, Pierce K, Pope CA, Porrini E, Pourmalek F, Raju M, Ranganathan D, Rehm JT, Rein DB, Remuzzi G, Rivara FP, Roberts T, De León FR, Rosenfeld LC, Rushton L, Sacco RL, Salomon JA, Sampson U, Sanman E, Schwebel DC, Segui-Gomez M, Shepard DS, Singh D, Singleton J, Sliwa K, Smith E, Steer A, Taylor JA, Thomas B, Tleyjeh IM, Towbin JA, Truelsen T, Undurraga EA, Venketasubramanian N, Vijayakumar L, Vos T, Wagner GR, Wang M, Wang W, Watt K, Weinstock MA, Weintraub R, Wilkinson JD, Woolf AD, Wulf S, Yeh PH, Yip P, Zabetian A, Zheng ZJ, Lopez AD, Murray CJL, AlMazroa MA, Memish ZA. Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 2014. [PMID: 25530442 DOI: 10.1016/s0140-6736] [Citation(s) in RCA: 467] [Impact Index Per Article: 46.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Up-to-date evidence on levels and trends for age-sex-specific all-cause and cause-specific mortality is essential for the formation of global, regional, and national health policies. In the Global Burden of Disease Study 2013 (GBD 2013) we estimated yearly deaths for 188 countries between 1990, and 2013. We used the results to assess whether there is epidemiological convergence across countries. METHODS We estimated age-sex-specific all-cause mortality using the GBD 2010 methods with some refinements to improve accuracy applied to an updated database of vital registration, survey, and census data. We generally estimated cause of death as in the GBD 2010. Key improvements included the addition of more recent vital registration data for 72 countries, an updated verbal autopsy literature review, two new and detailed data systems for China, and more detail for Mexico, UK, Turkey, and Russia. We improved statistical models for garbage code redistribution. We used six different modelling strategies across the 240 causes; cause of death ensemble modelling (CODEm) was the dominant strategy for causes with sufficient information. Trends for Alzheimer's disease and other dementias were informed by meta-regression of prevalence studies. For pathogen-specific causes of diarrhoea and lower respiratory infections we used a counterfactual approach. We computed two measures of convergence (inequality) across countries: the average relative difference across all pairs of countries (Gini coefficient) and the average absolute difference across countries. To summarise broad findings, we used multiple decrement life-tables to decompose probabilities of death from birth to exact age 15 years, from exact age 15 years to exact age 50 years, and from exact age 50 years to exact age 75 years, and life expectancy at birth into major causes. For all quantities reported, we computed 95% uncertainty intervals (UIs). We constrained cause-specific fractions within each age-sex-country-year group to sum to all-cause mortality based on draws from the uncertainty distributions. FINDINGS Global life expectancy for both sexes increased from 65.3 years (UI 65.0-65.6) in 1990, to 71.5 years (UI 71.0-71.9) in 2013, while the number of deaths increased from 47.5 million (UI 46.8-48.2) to 54.9 million (UI 53.6-56.3) over the same interval. Global progress masked variation by age and sex: for children, average absolute differences between countries decreased but relative differences increased. For women aged 25-39 years and older than 75 years and for men aged 20-49 years and 65 years and older, both absolute and relative differences increased. Decomposition of global and regional life expectancy showed the prominent role of reductions in age-standardised death rates for cardiovascular diseases and cancers in high-income regions, and reductions in child deaths from diarrhoea, lower respiratory infections, and neonatal causes in low-income regions. HIV/AIDS reduced life expectancy in southern sub-Saharan Africa. For most communicable causes of death both numbers of deaths and age-standardised death rates fell whereas for most non-communicable causes, demographic shifts have increased numbers of deaths but decreased age-standardised death rates. Global deaths from injury increased by 10.7%, from 4.3 million deaths in 1990 to 4.8 million in 2013; but age-standardised rates declined over the same period by 21%. For some causes of more than 100,000 deaths per year in 2013, age-standardised death rates increased between 1990 and 2013, including HIV/AIDS, pancreatic cancer, atrial fibrillation and flutter, drug use disorders, diabetes, chronic kidney disease, and sickle-cell anaemias. Diarrhoeal diseases, lower respiratory infections, neonatal causes, and malaria are still in the top five causes of death in children younger than 5 years. The most important pathogens are rotavirus for diarrhoea and pneumococcus for lower respiratory infections. Country-specific probabilities of death over three phases of life were substantially varied between and within regions. INTERPRETATION For most countries, the general pattern of reductions in age-sex specific mortality has been associated with a progressive shift towards a larger share of the remaining deaths caused by non-communicable disease and injuries. Assessing epidemiological convergence across countries depends on whether an absolute or relative measure of inequality is used. Nevertheless, age-standardised death rates for seven substantial causes are increasing, suggesting the potential for reversals in some countries. Important gaps exist in the empirical data for cause of death estimates for some countries; for example, no national data for India are available for the past decade. FUNDING Bill & Melinda Gates Foundation.
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Murray CJL, Atkinson C, Bhalla K, Birbeck G, Burstein R, Chou D, Dellavalle R, Danaei G, Ezzati M, Fahimi A, Flaxman D, Foreman, Gabriel S, Gakidou E, Kassebaum N, Khatibzadeh S, Lim S, Lipshultz SE, London S, Lopez, MacIntyre MF, Mokdad AH, Moran A, Moran AE, Mozaffarian D, Murphy T, Naghavi M, Pope C, Roberts T, Salomon J, Schwebel DC, Shahraz S, Sleet DA, Murray, Abraham J, Ali MK, Atkinson C, Bartels DH, Bhalla K, Birbeck G, Burstein R, Chen H, Criqui MH, Dahodwala, Jarlais, Ding EL, Dorsey ER, Ebel BE, Ezzati M, Fahami, Flaxman S, Flaxman AD, Gonzalez-Medina D, Grant B, Hagan H, Hoffman H, Kassebaum N, Khatibzadeh S, Leasher JL, Lin J, Lipshultz SE, Lozano R, Lu Y, Mallinger L, McDermott MM, Micha R, Miller TR, Mokdad AA, Mokdad AH, Mozaffarian D, Naghavi M, Narayan KMV, Omer SB, Pelizzari PM, Phillips D, Ranganathan D, Rivara FP, Roberts T, Sampson U, Sanman E, Sapkota A, Schwebel DC, Sharaz S, Shivakoti R, Singh GM, Singh D, Tavakkoli M, Towbin JA, Wilkinson JD, Zabetian A, Murray, Abraham J, Ali MK, Alvardo M, Atkinson C, Baddour LM, Benjamin EJ, Bhalla K, Birbeck G, Bolliger I, Burstein R, Carnahan E, Chou D, Chugh SS, Cohen A, Colson KE, Cooper LT, Couser W, Criqui MH, Dabhadkar KC, Dellavalle RP, Jarlais, Dicker D, Dorsey ER, Duber H, Ebel BE, Engell RE, Ezzati M, Felson DT, Finucane MM, Flaxman S, Flaxman AD, Fleming T, Foreman, Forouzanfar MH, Freedman G, Freeman MK, Gakidou E, Gillum RF, Gonzalez-Medina D, Gosselin R, Gutierrez HR, Hagan H, Havmoeller R, Hoffman H, Jacobsen KH, James SL, Jasrasaria R, Jayarman S, Johns N, Kassebaum N, Khatibzadeh S, Lan Q, Leasher JL, Lim S, Lipshultz SE, London S, Lopez, Lozano R, Lu Y, Mallinger L, Meltzer M, Mensah GA, Michaud C, Miller TR, Mock C, Moffitt TE, Mokdad AA, Mokdad AH, Moran A, Naghavi M, Narayan KMV, Nelson RG, Olives C, Omer SB, Ortblad K, Ostro B, Pelizzari PM, Phillips D, Raju M, Razavi H, Ritz B, Roberts T, Sacco RL, Salomon J, Sampson U, Schwebel DC, Shahraz S, Shibuya K, Silberberg D, Singh JA, Steenland K, Taylor JA, Thurston GD, Vavilala MS, Vos T, Wagner GR, Weinstock MA, Weisskopf MG, Wulf S, Murray. The state of US health, 1990-2010: burden of diseases, injuries, and risk factors. JAMA 2013; 310:591-608. [PMID: 23842577 PMCID: PMC5436627 DOI: 10.1001/jama.2013.13805] [Citation(s) in RCA: 1731] [Impact Index Per Article: 157.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Understanding the major health problems in the United States and how they are changing over time is critical for informing national health policy. OBJECTIVES To measure the burden of diseases, injuries, and leading risk factors in the United States from 1990 to 2010 and to compare these measurements with those of the 34 countries in the Organisation for Economic Co-operation and Development (OECD) countries. DESIGN We used the systematic analysis of descriptive epidemiology of 291 diseases and injuries, 1160 sequelae of these diseases and injuries, and 67 risk factors or clusters of risk factors from 1990 to 2010 for 187 countries developed for the Global Burden of Disease 2010 Study to describe the health status of the United States and to compare US health outcomes with those of 34 OECD countries. Years of life lost due to premature mortality (YLLs) were computed by multiplying the number of deaths at each age by a reference life expectancy at that age. Years lived with disability (YLDs) were calculated by multiplying prevalence (based on systematic reviews) by the disability weight (based on population-based surveys) for each sequela; disability in this study refers to any short- or long-term loss of health. Disability-adjusted life-years (DALYs) were estimated as the sum of YLDs and YLLs. Deaths and DALYs related to risk factors were based on systematic reviews and meta-analyses of exposure data and relative risks for risk-outcome pairs. Healthy life expectancy (HALE) was used to summarize overall population health, accounting for both length of life and levels of ill health experienced at different ages. RESULTS US life expectancy for both sexes combined increased from 75.2 years in 1990 to 78.2 years in 2010; during the same period, HALE increased from 65.8 years to 68.1 years. The diseases and injuries with the largest number of YLLs in 2010 were ischemic heart disease, lung cancer, stroke, chronic obstructive pulmonary disease, and road injury. Age-standardized YLL rates increased for Alzheimer disease, drug use disorders, chronic kidney disease, kidney cancer, and falls. The diseases with the largest number of YLDs in 2010 were low back pain, major depressive disorder, other musculoskeletal disorders, neck pain, and anxiety disorders. As the US population has aged, YLDs have comprised a larger share of DALYs than have YLLs. The leading risk factors related to DALYs were dietary risks, tobacco smoking, high body mass index, high blood pressure, high fasting plasma glucose, physical inactivity, and alcohol use. Among 34 OECD countries between 1990 and 2010, the US rank for the age-standardized death rate changed from 18th to 27th, for the age-standardized YLL rate from 23rd to 28th, for the age-standardized YLD rate from 5th to 6th, for life expectancy at birth from 20th to 27th, and for HALE from 14th to 26th. CONCLUSIONS AND RELEVANCE From 1990 to 2010, the United States made substantial progress in improving health. Life expectancy at birth and HALE increased, all-cause death rates at all ages decreased, and age-specific rates of years lived with disability remained stable. However, morbidity and chronic disability now account for nearly half of the US health burden, and improvements in population health in the United States have not kept pace with advances in population health in other wealthy nations.
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Affiliation(s)
- Christopher J L Murray
- Institute for Health Metrics and Evaluation, 2301 Fifth Ave., Suite 600, Seattle, WA, 98121, USA.
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Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn SY, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Barker-Collo S, Bartels DH, Bell ML, Benjamin EJ, Bennett D, Bhalla K, Bikbov B, Bin Abdulhak A, Birbeck G, Blyth F, Bolliger I, Boufous S, Bucello C, Burch M, Burney P, Carapetis J, Chen H, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahodwala N, De Leo D, Degenhardt L, Delossantos A, Denenberg J, Des Jarlais DC, Dharmaratne SD, Dorsey ER, Driscoll T, Duber H, Ebel B, Erwin PJ, Espindola P, Ezzati M, Feigin V, Flaxman AD, Forouzanfar MH, Fowkes FGR, Franklin R, Fransen M, Freeman MK, Gabriel SE, Gakidou E, Gaspari F, Gillum RF, Gonzalez-Medina D, Halasa YA, Haring D, Harrison JE, Havmoeller R, Hay RJ, Hoen B, Hotez PJ, Hoy D, Jacobsen KH, James SL, Jasrasaria R, Jayaraman S, Johns N, Karthikeyan G, Kassebaum N, Keren A, Khoo JP, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lipnick M, Lipshultz SE, Ohno SL, Mabweijano J, MacIntyre MF, Mallinger L, March L, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGrath J, Mensah GA, Merriman TR, Michaud C, Miller M, Miller TR, Mock C, Mocumbi AO, Mokdad AA, Moran A, Mulholland K, Nair MN, Naldi L, Narayan KMV, Nasseri K, Norman P, O'Donnell M, Omer SB, Ortblad K, Osborne R, Ozgediz D, Pahari B, Pandian JD, Rivero AP, Padilla RP, Perez-Ruiz F, Perico N, Phillips D, Pierce K, Pope CA, Porrini E, Pourmalek F, Raju M, Ranganathan D, Rehm JT, Rein DB, Remuzzi G, Rivara FP, Roberts T, De León FR, Rosenfeld LC, Rushton L, Sacco RL, Salomon JA, Sampson U, Sanman E, Schwebel DC, Segui-Gomez M, Shepard DS, Singh D, Singleton J, Sliwa K, Smith E, Steer A, Taylor JA, Thomas B, Tleyjeh IM, Towbin JA, Truelsen T, Undurraga EA, Venketasubramanian N, Vijayakumar L, Vos T, Wagner GR, Wang M, Wang W, Watt K, Weinstock MA, Weintraub R, Wilkinson JD, Woolf AD, Wulf S, Yeh PH, Yip P, Zabetian A, Zheng ZJ, Lopez AD, Murray CJL, AlMazroa MA, Memish ZA. 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 2013. [PMID: 23245604 DOI: 10.1016/s01406736(12)61728-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Reliable and timely information on the leading causes of death in populations, and how these are changing, is a crucial input into health policy debates. In the Global Burden of Diseases, Injuries, and Risk Factors Study 2010 (GBD 2010), we aimed to estimate annual deaths for the world and 21 regions between 1980 and 2010 for 235 causes, with uncertainty intervals (UIs), separately by age and sex. METHODS We attempted to identify all available data on causes of death for 187 countries from 1980 to 2010 from vital registration, verbal autopsy, mortality surveillance, censuses, surveys, hospitals, police records, and mortuaries. We assessed data quality for completeness, diagnostic accuracy, missing data, stochastic variations, and probable causes of death. We applied six different modelling strategies to estimate cause-specific mortality trends depending on the strength of the data. For 133 causes and three special aggregates we used the Cause of Death Ensemble model (CODEm) approach, which uses four families of statistical models testing a large set of different models using different permutations of covariates. Model ensembles were developed from these component models. We assessed model performance with rigorous out-of-sample testing of prediction error and the validity of 95% UIs. For 13 causes with low observed numbers of deaths, we developed negative binomial models with plausible covariates. For 27 causes for which death is rare, we modelled the higher level cause in the cause hierarchy of the GBD 2010 and then allocated deaths across component causes proportionately, estimated from all available data in the database. For selected causes (African trypanosomiasis, congenital syphilis, whooping cough, measles, typhoid and parathyroid, leishmaniasis, acute hepatitis E, and HIV/AIDS), we used natural history models based on information on incidence, prevalence, and case-fatality. We separately estimated cause fractions by aetiology for diarrhoea, lower respiratory infections, and meningitis, as well as disaggregations by subcause for chronic kidney disease, maternal disorders, cirrhosis, and liver cancer. For deaths due to collective violence and natural disasters, we used mortality shock regressions. For every cause, we estimated 95% UIs that captured both parameter estimation uncertainty and uncertainty due to model specification where CODEm was used. We constrained cause-specific fractions within every age-sex group to sum to total mortality based on draws from the uncertainty distributions. FINDINGS In 2010, there were 52·8 million deaths globally. At the most aggregate level, communicable, maternal, neonatal, and nutritional causes were 24·9% of deaths worldwide in 2010, down from 15·9 million (34·1%) of 46·5 million in 1990. This decrease was largely due to decreases in mortality from diarrhoeal disease (from 2·5 to 1·4 million), lower respiratory infections (from 3·4 to 2·8 million), neonatal disorders (from 3·1 to 2·2 million), measles (from 0·63 to 0·13 million), and tetanus (from 0·27 to 0·06 million). Deaths from HIV/AIDS increased from 0·30 million in 1990 to 1·5 million in 2010, reaching a peak of 1·7 million in 2006. Malaria mortality also rose by an estimated 19·9% since 1990 to 1·17 million deaths in 2010. Tuberculosis killed 1·2 million people in 2010. Deaths from non-communicable diseases rose by just under 8 million between 1990 and 2010, accounting for two of every three deaths (34·5 million) worldwide by 2010. 8 million people died from cancer in 2010, 38% more than two decades ago; of these, 1·5 million (19%) were from trachea, bronchus, and lung cancer. Ischaemic heart disease and stroke collectively killed 12·9 million people in 2010, or one in four deaths worldwide, compared with one in five in 1990; 1·3 million deaths were due to diabetes, twice as many as in 1990. The fraction of global deaths due to injuries (5·1 million deaths) was marginally higher in 2010 (9·6%) compared with two decades earlier (8·8%). This was driven by a 46% rise in deaths worldwide due to road traffic accidents (1·3 million in 2010) and a rise in deaths from falls. Ischaemic heart disease, stroke, chronic obstructive pulmonary disease (COPD), lower respiratory infections, lung cancer, and HIV/AIDS were the leading causes of death in 2010. Ischaemic heart disease, lower respiratory infections, stroke, diarrhoeal disease, malaria, and HIV/AIDS were the leading causes of years of life lost due to premature mortality (YLLs) in 2010, similar to what was estimated for 1990, except for HIV/AIDS and preterm birth complications. YLLs from lower respiratory infections and diarrhoea decreased by 45-54% since 1990; ischaemic heart disease and stroke YLLs increased by 17-28%. Regional variations in leading causes of death were substantial. Communicable, maternal, neonatal, and nutritional causes still accounted for 76% of premature mortality in sub-Saharan Africa in 2010. Age standardised death rates from some key disorders rose (HIV/AIDS, Alzheimer's disease, diabetes mellitus, and chronic kidney disease in particular), but for most diseases, death rates fell in the past two decades; including major vascular diseases, COPD, most forms of cancer, liver cirrhosis, and maternal disorders. For other conditions, notably malaria, prostate cancer, and injuries, little change was noted. INTERPRETATION Population growth, increased average age of the world's population, and largely decreasing age-specific, sex-specific, and cause-specific death rates combine to drive a broad shift from communicable, maternal, neonatal, and nutritional causes towards non-communicable diseases. Nevertheless, communicable, maternal, neonatal, and nutritional causes remain the dominant causes of YLLs in sub-Saharan Africa. Overlaid on this general pattern of the epidemiological transition, marked regional variation exists in many causes, such as interpersonal violence, suicide, liver cancer, diabetes, cirrhosis, Chagas disease, African trypanosomiasis, melanoma, and others. Regional heterogeneity highlights the importance of sound epidemiological assessments of the causes of death on a regular basis. FUNDING Bill & Melinda Gates Foundation.
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Affiliation(s)
- Rafael Lozano
- Institute for Health Metrics and Evaluation, Seattle, WA, USA
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Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn SY, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Barker-Collo S, Bartels DH, Bell ML, Benjamin EJ, Bennett D, Bhalla K, Bikbov B, Bin Abdulhak A, Birbeck G, Blyth F, Bolliger I, Boufous S, Bucello C, Burch M, Burney P, Carapetis J, Chen H, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahodwala N, De Leo D, Degenhardt L, Delossantos A, Denenberg J, Des Jarlais DC, Dharmaratne SD, Dorsey ER, Driscoll T, Duber H, Ebel B, Erwin PJ, Espindola P, Ezzati M, Feigin V, Flaxman AD, Forouzanfar MH, Fowkes FGR, Franklin R, Fransen M, Freeman MK, Gabriel SE, Gakidou E, Gaspari F, Gillum RF, Gonzalez-Medina D, Halasa YA, Haring D, Harrison JE, Havmoeller R, Hay RJ, Hoen B, Hotez PJ, Hoy D, Jacobsen KH, James SL, Jasrasaria R, Jayaraman S, Johns N, Karthikeyan G, Kassebaum N, Keren A, Khoo JP, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lipnick M, Lipshultz SE, Ohno SL, Mabweijano J, MacIntyre MF, Mallinger L, March L, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGrath J, Mensah GA, Merriman TR, Michaud C, Miller M, Miller TR, Mock C, Mocumbi AO, Mokdad AA, Moran A, Mulholland K, Nair MN, Naldi L, Narayan KMV, Nasseri K, Norman P, O'Donnell M, Omer SB, Ortblad K, Osborne R, Ozgediz D, Pahari B, Pandian JD, Rivero AP, Padilla RP, Perez-Ruiz F, Perico N, Phillips D, Pierce K, Pope CA, Porrini E, Pourmalek F, Raju M, Ranganathan D, Rehm JT, Rein DB, Remuzzi G, Rivara FP, Roberts T, De León FR, Rosenfeld LC, Rushton L, Sacco RL, Salomon JA, Sampson U, Sanman E, Schwebel DC, Segui-Gomez M, Shepard DS, Singh D, Singleton J, Sliwa K, Smith E, Steer A, Taylor JA, Thomas B, Tleyjeh IM, Towbin JA, Truelsen T, Undurraga EA, Venketasubramanian N, Vijayakumar L, Vos T, Wagner GR, Wang M, Wang W, Watt K, Weinstock MA, Weintraub R, Wilkinson JD, Woolf AD, Wulf S, Yeh PH, Yip P, Zabetian A, Zheng ZJ, Lopez AD, Murray CJL, AlMazroa MA, Memish ZA. 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 2013. [PMID: 23245604 DOI: 10.1016/s0140-6736(12)61728-0s] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Reliable and timely information on the leading causes of death in populations, and how these are changing, is a crucial input into health policy debates. In the Global Burden of Diseases, Injuries, and Risk Factors Study 2010 (GBD 2010), we aimed to estimate annual deaths for the world and 21 regions between 1980 and 2010 for 235 causes, with uncertainty intervals (UIs), separately by age and sex. METHODS We attempted to identify all available data on causes of death for 187 countries from 1980 to 2010 from vital registration, verbal autopsy, mortality surveillance, censuses, surveys, hospitals, police records, and mortuaries. We assessed data quality for completeness, diagnostic accuracy, missing data, stochastic variations, and probable causes of death. We applied six different modelling strategies to estimate cause-specific mortality trends depending on the strength of the data. For 133 causes and three special aggregates we used the Cause of Death Ensemble model (CODEm) approach, which uses four families of statistical models testing a large set of different models using different permutations of covariates. Model ensembles were developed from these component models. We assessed model performance with rigorous out-of-sample testing of prediction error and the validity of 95% UIs. For 13 causes with low observed numbers of deaths, we developed negative binomial models with plausible covariates. For 27 causes for which death is rare, we modelled the higher level cause in the cause hierarchy of the GBD 2010 and then allocated deaths across component causes proportionately, estimated from all available data in the database. For selected causes (African trypanosomiasis, congenital syphilis, whooping cough, measles, typhoid and parathyroid, leishmaniasis, acute hepatitis E, and HIV/AIDS), we used natural history models based on information on incidence, prevalence, and case-fatality. We separately estimated cause fractions by aetiology for diarrhoea, lower respiratory infections, and meningitis, as well as disaggregations by subcause for chronic kidney disease, maternal disorders, cirrhosis, and liver cancer. For deaths due to collective violence and natural disasters, we used mortality shock regressions. For every cause, we estimated 95% UIs that captured both parameter estimation uncertainty and uncertainty due to model specification where CODEm was used. We constrained cause-specific fractions within every age-sex group to sum to total mortality based on draws from the uncertainty distributions. FINDINGS In 2010, there were 52·8 million deaths globally. At the most aggregate level, communicable, maternal, neonatal, and nutritional causes were 24·9% of deaths worldwide in 2010, down from 15·9 million (34·1%) of 46·5 million in 1990. This decrease was largely due to decreases in mortality from diarrhoeal disease (from 2·5 to 1·4 million), lower respiratory infections (from 3·4 to 2·8 million), neonatal disorders (from 3·1 to 2·2 million), measles (from 0·63 to 0·13 million), and tetanus (from 0·27 to 0·06 million). Deaths from HIV/AIDS increased from 0·30 million in 1990 to 1·5 million in 2010, reaching a peak of 1·7 million in 2006. Malaria mortality also rose by an estimated 19·9% since 1990 to 1·17 million deaths in 2010. Tuberculosis killed 1·2 million people in 2010. Deaths from non-communicable diseases rose by just under 8 million between 1990 and 2010, accounting for two of every three deaths (34·5 million) worldwide by 2010. 8 million people died from cancer in 2010, 38% more than two decades ago; of these, 1·5 million (19%) were from trachea, bronchus, and lung cancer. Ischaemic heart disease and stroke collectively killed 12·9 million people in 2010, or one in four deaths worldwide, compared with one in five in 1990; 1·3 million deaths were due to diabetes, twice as many as in 1990. The fraction of global deaths due to injuries (5·1 million deaths) was marginally higher in 2010 (9·6%) compared with two decades earlier (8·8%). This was driven by a 46% rise in deaths worldwide due to road traffic accidents (1·3 million in 2010) and a rise in deaths from falls. Ischaemic heart disease, stroke, chronic obstructive pulmonary disease (COPD), lower respiratory infections, lung cancer, and HIV/AIDS were the leading causes of death in 2010. Ischaemic heart disease, lower respiratory infections, stroke, diarrhoeal disease, malaria, and HIV/AIDS were the leading causes of years of life lost due to premature mortality (YLLs) in 2010, similar to what was estimated for 1990, except for HIV/AIDS and preterm birth complications. YLLs from lower respiratory infections and diarrhoea decreased by 45-54% since 1990; ischaemic heart disease and stroke YLLs increased by 17-28%. Regional variations in leading causes of death were substantial. Communicable, maternal, neonatal, and nutritional causes still accounted for 76% of premature mortality in sub-Saharan Africa in 2010. Age standardised death rates from some key disorders rose (HIV/AIDS, Alzheimer's disease, diabetes mellitus, and chronic kidney disease in particular), but for most diseases, death rates fell in the past two decades; including major vascular diseases, COPD, most forms of cancer, liver cirrhosis, and maternal disorders. For other conditions, notably malaria, prostate cancer, and injuries, little change was noted. INTERPRETATION Population growth, increased average age of the world's population, and largely decreasing age-specific, sex-specific, and cause-specific death rates combine to drive a broad shift from communicable, maternal, neonatal, and nutritional causes towards non-communicable diseases. Nevertheless, communicable, maternal, neonatal, and nutritional causes remain the dominant causes of YLLs in sub-Saharan Africa. Overlaid on this general pattern of the epidemiological transition, marked regional variation exists in many causes, such as interpersonal violence, suicide, liver cancer, diabetes, cirrhosis, Chagas disease, African trypanosomiasis, melanoma, and others. Regional heterogeneity highlights the importance of sound epidemiological assessments of the causes of death on a regular basis. FUNDING Bill & Melinda Gates Foundation.
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Affiliation(s)
- Rafael Lozano
- Institute for Health Metrics and Evaluation, Seattle, WA, USA
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Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, Aboyans V, Abraham J, Ackerman I, Aggarwal R, Ahn SY, Ali MK, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Bahalim AN, Barker-Collo S, Barrero LH, Bartels DH, Basáñez MG, Baxter A, Bell ML, Benjamin EJ, Bennett D, Bernabé E, Bhalla K, Bhandari B, Bikbov B, Bin Abdulhak A, Birbeck G, Black JA, Blencowe H, Blore JD, Blyth F, Bolliger I, Bonaventure A, Boufous S, Bourne R, Boussinesq M, Braithwaite T, Brayne C, Bridgett L, Brooker S, Brooks P, Brugha TS, Bryan-Hancock C, Bucello C, Buchbinder R, Buckle G, Budke CM, Burch M, Burney P, Burstein R, Calabria B, Campbell B, Canter CE, Carabin H, Carapetis J, Carmona L, Cella C, Charlson F, Chen H, Cheng ATA, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahiya M, Dahodwala N, Damsere-Derry J, Danaei G, Davis A, De Leo D, Degenhardt L, Dellavalle R, Delossantos A, Denenberg J, Derrett S, Des Jarlais DC, Dharmaratne SD, Dherani M, Diaz-Torne C, Dolk H, Dorsey ER, Driscoll T, Duber H, Ebel B, Edmond K, Elbaz A, Ali SE, Erskine H, Erwin PJ, Espindola P, Ewoigbokhan SE, Farzadfar F, Feigin V, Felson DT, Ferrari A, Ferri CP, Fèvre EM, Finucane MM, Flaxman S, Flood L, Foreman K, Forouzanfar MH, Fowkes FGR, Franklin R, Fransen M, Freeman MK, Gabbe BJ, Gabriel SE, Gakidou E, Ganatra HA, Garcia B, Gaspari F, Gillum RF, Gmel G, Gosselin R, Grainger R, Groeger J, Guillemin F, Gunnell D, Gupta R, Haagsma J, Hagan H, Halasa YA, Hall W, Haring D, Haro JM, Harrison JE, Havmoeller R, Hay RJ, Higashi H, Hill C, Hoen B, Hoffman H, Hotez PJ, Hoy D, Huang JJ, Ibeanusi SE, Jacobsen KH, James SL, Jarvis D, Jasrasaria R, Jayaraman S, Johns N, Jonas JB, Karthikeyan G, Kassebaum N, Kawakami N, Keren A, Khoo JP, King CH, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lalloo R, Laslett LL, Lathlean T, Leasher JL, Lee YY, Leigh J, Lim SS, Limb E, Lin JK, Lipnick M, Lipshultz SE, Liu W, Loane M, Ohno SL, Lyons R, Ma J, Mabweijano J, MacIntyre MF, Malekzadeh R, Mallinger L, Manivannan S, Marcenes W, March L, Margolis DJ, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGill N, McGrath J, Medina-Mora ME, Meltzer M, Mensah GA, Merriman TR, Meyer AC, Miglioli V, Miller M, Miller TR, Mitchell PB, Mocumbi AO, Moffitt TE, Mokdad AA, Monasta L, Montico M, Moradi-Lakeh M, Moran A, Morawska L, Mori R, Murdoch ME, Mwaniki MK, Naidoo K, Nair MN, Naldi L, Narayan KMV, Nelson PK, Nelson RG, Nevitt MC, Newton CR, Nolte S, Norman P, Norman R, O'Donnell M, O'Hanlon S, Olives C, Omer SB, Ortblad K, Osborne R, Ozgediz D, Page A, Pahari B, Pandian JD, Rivero AP, Patten SB, Pearce N, Padilla RP, Perez-Ruiz F, Perico N, Pesudovs K, Phillips D, Phillips MR, Pierce K, Pion S, Polanczyk GV, Polinder S, Pope CA, Popova S, Porrini E, Pourmalek F, Prince M, Pullan RL, Ramaiah KD, Ranganathan D, Razavi H, Regan M, Rehm JT, Rein DB, Remuzzi G, Richardson K, Rivara FP, Roberts T, Robinson C, De Leòn FR, Ronfani L, Room R, Rosenfeld LC, Rushton L, Sacco RL, Saha S, Sampson U, Sanchez-Riera L, Sanman E, Schwebel DC, Scott JG, Segui-Gomez M, Shahraz S, Shepard DS, Shin H, Shivakoti R, Singh D, Singh GM, Singh JA, Singleton J, Sleet DA, Sliwa K, Smith E, Smith JL, Stapelberg NJC, Steer A, Steiner T, Stolk WA, Stovner LJ, Sudfeld C, Syed S, Tamburlini G, Tavakkoli M, Taylor HR, Taylor JA, Taylor WJ, Thomas B, Thomson WM, Thurston GD, Tleyjeh IM, Tonelli M, Towbin JA, Truelsen T, Tsilimbaris MK, Ubeda C, Undurraga EA, van der Werf MJ, van Os J, Vavilala MS, Venketasubramanian N, Wang M, Wang W, Watt K, Weatherall DJ, Weinstock MA, Weintraub R, Weisskopf MG, Weissman MM, White RA, Whiteford H, Wiersma ST, Wilkinson JD, Williams HC, Williams SRM, Witt E, Wolfe F, Woolf AD, Wulf S, Yeh PH, Zaidi AKM, Zheng ZJ, Zonies D, Lopez AD, Murray CJL, AlMazroa MA, Memish ZA. Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 2012; 380:2163-96. [PMID: 23245607 PMCID: PMC6350784 DOI: 10.1016/s0140-6736(12)61729-2] [Citation(s) in RCA: 5377] [Impact Index Per Article: 448.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have been the only studies to quantify non-fatal health outcomes across an exhaustive set of disorders at the global and regional level. Neither effort quantified uncertainty in prevalence or years lived with disability (YLDs). METHODS Of the 291 diseases and injuries in the GBD cause list, 289 cause disability. For 1160 sequelae of the 289 diseases and injuries, we undertook a systematic analysis of prevalence, incidence, remission, duration, and excess mortality. Sources included published studies, case notification, population-based cancer registries, other disease registries, antenatal clinic serosurveillance, hospital discharge data, ambulatory care data, household surveys, other surveys, and cohort studies. For most sequelae, we used a Bayesian meta-regression method, DisMod-MR, designed to address key limitations in descriptive epidemiological data, including missing data, inconsistency, and large methodological variation between data sources. For some disorders, we used natural history models, geospatial models, back-calculation models (models calculating incidence from population mortality rates and case fatality), or registration completeness models (models adjusting for incomplete registration with health-system access and other covariates). Disability weights for 220 unique health states were used to capture the severity of health loss. YLDs by cause at age, sex, country, and year levels were adjusted for comorbidity with simulation methods. We included uncertainty estimates at all stages of the analysis. FINDINGS Global prevalence for all ages combined in 2010 across the 1160 sequelae ranged from fewer than one case per 1 million people to 350,000 cases per 1 million people. Prevalence and severity of health loss were weakly correlated (correlation coefficient -0·37). In 2010, there were 777 million YLDs from all causes, up from 583 million in 1990. The main contributors to global YLDs were mental and behavioural disorders, musculoskeletal disorders, and diabetes or endocrine diseases. The leading specific causes of YLDs were much the same in 2010 as they were in 1990: low back pain, major depressive disorder, iron-deficiency anaemia, neck pain, chronic obstructive pulmonary disease, anxiety disorders, migraine, diabetes, and falls. Age-specific prevalence of YLDs increased with age in all regions and has decreased slightly from 1990 to 2010. Regional patterns of the leading causes of YLDs were more similar compared with years of life lost due to premature mortality. Neglected tropical diseases, HIV/AIDS, tuberculosis, malaria, and anaemia were important causes of YLDs in sub-Saharan Africa. INTERPRETATION Rates of YLDs per 100,000 people have remained largely constant over time but rise steadily with age. Population growth and ageing have increased YLD numbers and crude rates over the past two decades. Prevalences of the most common causes of YLDs, such as mental and behavioural disorders and musculoskeletal disorders, have not decreased. Health systems will need to address the needs of the rising numbers of individuals with a range of disorders that largely cause disability but not mortality. Quantification of the burden of non-fatal health outcomes will be crucial to understand how well health systems are responding to these challenges. Effective and affordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world. FUNDING Bill & Melinda Gates Foundation.
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Affiliation(s)
- Theo Vos
- School of Population Health, Brisbane, QLD, Australia
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Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn SY, AlMazroa MA, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Barker-Collo S, Bartels DH, Bell ML, Benjamin EJ, Bennett D, Bhalla K, Bikbov B, Abdulhak AB, Birbeck G, Blyth F, Bolliger I, Boufous S, Bucello C, Burch M, Burney P, Carapetis J, Chen H, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahodwala N, Leo DD, Degenhardt L, Delossantos A, Denenberg J, Jarlais DCD, Dharmaratne SD, Dorsey ER, Driscoll T, Duber H, Ebel B, Erwin PJ, Espindola P, Ezzati M, Feigin V, Flaxman AD, Forouzanfar MH, Fowkes FGR, Franklin R, Fransen M, Freeman MK, Gabriel SE, Gakidou E, Gaspari F, Gillum RF, Gonzalez-Medina D, Halasa YA, Haring D, Harrison JE, Havmoeller R, Hay RJ, Hoen B, Hotez PJ, Hoy D, Jacobsen KH, James SL, Jasrasaria R, Jayaraman S, Johns N, Karthikeyan G, Kassebaum N, Keren A, Khoo JP, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lipnick M, Lipshultz SE, Ohno SL, Mabweijano J, MacIntyre MF, Mallinger L, March L, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGrath J, Memish ZA, Mensah GA, Merriman TR, Michaud C, Miller M, Miller TR, Mock C, Mocumbi AO, Mokdad AA, Moran A, Mulholland K, Nair MN, Naldi L, Narayan KMV, Nasseri K, Norman P, O’Donnell M, Omer SB, Ortblad K, Osborne R, Ozgediz D, Pahari B, Pandian JD, Rivero AP, Padilla RP, Perez-Ruiz F, Perico N, Phillips D, Pierce K, Pope CA, Porrini E, Pourmalek F, Raju M, Ranganathan D, Rehm JT, Rein DB, Remuzzi G, Rivara FP, Roberts T, De León FR, Rosenfeld LC, Rushton L, Sacco RL, Salomon JA, Sampson U, Sanman E, Schwebel DC, Segui-Gomez M, Shepard DS, Singh D, Singleton J, Sliwa K, Smith E, Steer A, Taylor JA, Thomas B, Tleyjeh IM, Towbin JA, Truelsen T, Undurraga EA, Venketasubramanian N, Vijayakumar L, Vos T, Wagner GR, Wang M, Wang W, Watt K, Weinstock MA, Weintraub R, Wilkinson JD, Woolf AD, Wulf S, Yeh PH, Yip P, Zabetian A, Zheng ZJ, Lopez AD, Murray CJL. 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. [PMID: 23245604 PMCID: PMC10790329 DOI: 10.1016/s0140-6736(12)61728-0] [Citation(s) in RCA: 9089] [Impact Index Per Article: 757.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Reliable and timely information on the leading causes of death in populations, and how these are changing, is a crucial input into health policy debates. In the Global Burden of Diseases, Injuries, and Risk Factors Study 2010 (GBD 2010), we aimed to estimate annual deaths for the world and 21 regions between 1980 and 2010 for 235 causes, with uncertainty intervals (UIs), separately by age and sex. METHODS We attempted to identify all available data on causes of death for 187 countries from 1980 to 2010 from vital registration, verbal autopsy, mortality surveillance, censuses, surveys, hospitals, police records, and mortuaries. We assessed data quality for completeness, diagnostic accuracy, missing data, stochastic variations, and probable causes of death. We applied six different modelling strategies to estimate cause-specific mortality trends depending on the strength of the data. For 133 causes and three special aggregates we used the Cause of Death Ensemble model (CODEm) approach, which uses four families of statistical models testing a large set of different models using different permutations of covariates. Model ensembles were developed from these component models. We assessed model performance with rigorous out-of-sample testing of prediction error and the validity of 95% UIs. For 13 causes with low observed numbers of deaths, we developed negative binomial models with plausible covariates. For 27 causes for which death is rare, we modelled the higher level cause in the cause hierarchy of the GBD 2010 and then allocated deaths across component causes proportionately, estimated from all available data in the database. For selected causes (African trypanosomiasis, congenital syphilis, whooping cough, measles, typhoid and parathyroid, leishmaniasis, acute hepatitis E, and HIV/AIDS), we used natural history models based on information on incidence, prevalence, and case-fatality. We separately estimated cause fractions by aetiology for diarrhoea, lower respiratory infections, and meningitis, as well as disaggregations by subcause for chronic kidney disease, maternal disorders, cirrhosis, and liver cancer. For deaths due to collective violence and natural disasters, we used mortality shock regressions. For every cause, we estimated 95% UIs that captured both parameter estimation uncertainty and uncertainty due to model specification where CODEm was used. We constrained cause-specific fractions within every age-sex group to sum to total mortality based on draws from the uncertainty distributions. FINDINGS In 2010, there were 52·8 million deaths globally. At the most aggregate level, communicable, maternal, neonatal, and nutritional causes were 24·9% of deaths worldwide in 2010, down from 15·9 million (34·1%) of 46·5 million in 1990. This decrease was largely due to decreases in mortality from diarrhoeal disease (from 2·5 to 1·4 million), lower respiratory infections (from 3·4 to 2·8 million), neonatal disorders (from 3·1 to 2·2 million), measles (from 0·63 to 0·13 million), and tetanus (from 0·27 to 0·06 million). Deaths from HIV/AIDS increased from 0·30 million in 1990 to 1·5 million in 2010, reaching a peak of 1·7 million in 2006. Malaria mortality also rose by an estimated 19·9% since 1990 to 1·17 million deaths in 2010. Tuberculosis killed 1·2 million people in 2010. Deaths from non-communicable diseases rose by just under 8 million between 1990 and 2010, accounting for two of every three deaths (34·5 million) worldwide by 2010. 8 million people died from cancer in 2010, 38% more than two decades ago; of these, 1·5 million (19%) were from trachea, bronchus, and lung cancer. Ischaemic heart disease and stroke collectively killed 12·9 million people in 2010, or one in four deaths worldwide, compared with one in five in 1990; 1·3 million deaths were due to diabetes, twice as many as in 1990. The fraction of global deaths due to injuries (5·1 million deaths) was marginally higher in 2010 (9·6%) compared with two decades earlier (8·8%). This was driven by a 46% rise in deaths worldwide due to road traffic accidents (1·3 million in 2010) and a rise in deaths from falls. Ischaemic heart disease, stroke, chronic obstructive pulmonary disease (COPD), lower respiratory infections, lung cancer, and HIV/AIDS were the leading causes of death in 2010. Ischaemic heart disease, lower respiratory infections, stroke, diarrhoeal disease, malaria, and HIV/AIDS were the leading causes of years of life lost due to premature mortality (YLLs) in 2010, similar to what was estimated for 1990, except for HIV/AIDS and preterm birth complications. YLLs from lower respiratory infections and diarrhoea decreased by 45-54% since 1990; ischaemic heart disease and stroke YLLs increased by 17-28%. Regional variations in leading causes of death were substantial. Communicable, maternal, neonatal, and nutritional causes still accounted for 76% of premature mortality in sub-Saharan Africa in 2010. Age standardised death rates from some key disorders rose (HIV/AIDS, Alzheimer's disease, diabetes mellitus, and chronic kidney disease in particular), but for most diseases, death rates fell in the past two decades; including major vascular diseases, COPD, most forms of cancer, liver cirrhosis, and maternal disorders. For other conditions, notably malaria, prostate cancer, and injuries, little change was noted. INTERPRETATION Population growth, increased average age of the world's population, and largely decreasing age-specific, sex-specific, and cause-specific death rates combine to drive a broad shift from communicable, maternal, neonatal, and nutritional causes towards non-communicable diseases. Nevertheless, communicable, maternal, neonatal, and nutritional causes remain the dominant causes of YLLs in sub-Saharan Africa. Overlaid on this general pattern of the epidemiological transition, marked regional variation exists in many causes, such as interpersonal violence, suicide, liver cancer, diabetes, cirrhosis, Chagas disease, African trypanosomiasis, melanoma, and others. Regional heterogeneity highlights the importance of sound epidemiological assessments of the causes of death on a regular basis. FUNDING Bill & Melinda Gates Foundation.
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Affiliation(s)
- Rafael Lozano
- Institute for Health Metrics and Evaluation (Prof R Lozano MD, M Naghavi PhD, S S Lim PhD, S Y Ahn MPH, M Alvarado BA, K G Andrews MPH, C Atkinson BS, I Bolliger AB, D Chou BA, K E Colson BA, A Delossantos BS, Prof S D Dharmaratne MBBS, A D Flaxman PhD, M H Forouzanfar MD, M K Freeman BA, E Gakidou PhD, D Gonzalez-Medina BA, D Haring BS, S L James MPH, R Jasrasaria BA, N Johns BA, S Lockett Ohno BA, M F MacIntyre EdM, L Mallinger MPH, A A Mokdad MD, M N Nair MD, K Ortblad BA, D Phillips BS, K Pierce BA, D Ranganathan BS, T Roberts BA, L C Rosenfeld MPH, E Sanman BS, M Wang MPH, S Wulf MPH, Prof C J L Murray MD), Department of Anesthesiology and Pain Medicine (N Kassebaum MD), Department of Epidemiology, School of Public Health (L M Anderson PhD), University of Washington, Seattle, WA, USA (Prof W Couser MD, H Duber MD, B Ebel MD, Prof C Mock MD, Prof F P Rivara MD, B Thomas MD); School of Public Health (Prof M Ezzati PhD), Imperial College London, London, UK (K Foreman MPH, Prof P Burney MD, L Rushton PhD); Department of Global Health, University of Tokyo, Tokyo, Japan (Prof K Shibuya MD); Department of Cardiology, Dupuytren University Hospital, Limoges, France (Prof V Aboyans MD); School of Medicine, University of Texas, San Antonio, TX, USA (J Abraham MPH); School of Population Health (T Adair PhD, Prof A D Lopez PhD, Prof T Vos PhD), Queensland Centre for Mental Health Research (J-P Khoo MBBS), Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia (Prof J McGrath MD); Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India (Prof R Aggarwal MD); Ministry of Health, Riyadh, Saudi Arabia (M A AlMazroa MD, Prof Z A Memish MD); St George’s, University of London, London, UK (Prof H R Anderson MD); Mayo Clinic, Rochester, MN, USA (Prof L M Baddour MD, P J Erwin MLS, Prof S E Gabriel MD); University of Auckland, Auckland, New Zealand (S Barker-Collo PhD); Brigham and Women’s Hospital (S Jayaraman MD), Harvard Medical School (D H Bartels BA, Prof S D Colan MD), Harvard Humanitarian Initiative (L M Knowlton MD), School of Public Health (M Miller MD, Prof J A Salomon PhD), Harvard University, Boston, MA, USA (K Bhalla PhD); Global Partners in Anesthesia and Surgery (D Ozgediz MD), Yale University, New Haven, CT, USA (Prof M L Bell PhD); Boston University, Boston, MA, USA (Prof E J Benjamin MD); Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK (D Bennett PhD); Research Institute of Transplantology and Artificial Organs, Moscow State University of Medicine and Dentistry, Moscow, Russia (B Bikbov MD); King Fahad Medical City, Riyadh, Saudi Arabia (A Bin Abdulhak MD, I M Tleyjeh MD); Michigan State University, East Lansing, MI, USA (Prof G Birbeck MD); School of Public Health (T Driscoll PhD), Faculty of Health Sciences (M Fransen PhD), Department of Rheumatology, Northern Clinical School (E Smith PhD), Institute of Bone and Joint Research (Prof L March MD), University of Sydney, Sydney, NSW, Australia (F Blyth PhD, Prof G B Marks PhD, M Cross PhD); Transport and Road Safety Research (S Boufous PhD), National Drug and Alcohol Research Centre (J Singleton MIPH, Prof L Degenhardt PhD), University of New South Wales, Sydney, NSW, Australia (C Bucello BPsych); Great Ormond Street Hospital, London, UK (M Burch MD); Telethon Institute for Child Health Research, Centre for Child Health Research (Prof J Carapetis MBBS), University of Western Australia, Perth, WA, Australia (Prof P Norman MD); National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA (H Chen PhD); Cedars-Sinai Medical Center, Los Angeles, CA, USA (Prof S S Chugh MD, R Havmoeller MD); Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands (L E Coffeng MD); Menzies School of Health Research, Darwin, NT, Australia (S Colquhoun MPH, J Condon PhD); National Health Services, Fife, Edinburgh, UK (M D Connor PhD); University of Edinburgh, Edinburgh, UK (M D Connor, Prof F G R Fowkes FRCPE); University of the Witwatersrand, Johannesburg, South Africa (M D Connor); Loyola University Medical School, Chicago, IL, USA (Prof L T Cooper MD); Department of Epidemiology, School of Public Health Sciences, Wake Forest University, Winston-Salem, NC, USA (M Corriere MD); Mario Negri Institute for Pharmacological Research, Bergamo, Italy (M Cortinovis BiotechD, F Gaspari ChemD, N Perico MD, Prof G Remuzzi MD); Hospital Dr Gustavo N Collado, Puerto Chitre, Panama (K Courville de Vaccaro MD); Victorian Infectious Diseases Reference Laboratory, Melbourne, VIC, Australia (B C Cowie MBBS); University of California, San Diego, San Diego, CA, USA (Prof M H Criqui MD, J Denenberg MA); Schools of Public Health and Medicine (S B Omer MBBS), Emory University, Atlanta, GA, USA (K C Dabhadkar MBBS, A Zabetian MD, K M V Narayan MD); University of Pennsylvania, Philadelphia, PA, USA (N Dahodwala MD); Griffith University, Brisbane, QLD, Australia (Prof D De Leo DSc); Beth Israel Medical Center, New York City, NY, USA (D C Des Jarlais PhD); University of Peradeniya, Peradeniya, Sri Lanka (Prof S D Dharmaratne); Johns Hopkins University, Baltimore, MD, USA (E R Dorsey MD); Hospital Maciel, Montevideo, Uruguay (P Espindola MD); MRC-HPA Centre for Environment and Health, London, UK (Prof M Ezzati PhD); National Institute for Stroke and Applied Neurosciences, Auckland Technical University, Auckland, New Zealand (Prof V Feigin MD, R Krishnamurthi PhD); Royal Life Saving Society, Sydney, NSW, Australia (R Franklin PhD); James Cook University, Townsville, QLD, Australia (K Watt PhD, R Franklin PhD); Howard University College of Medicine, Washington, DC, USA (Prof R F Gillum MD); Brandeis University, Waltham, MA, USA (Y A Halasa DDS, Prof D S Shepard PhD, E A Undurraga PhD); Flinders University, Adelaide, SA, Australia (Prof J E Harrison MBBS); Karolinska University Hospital, Stockholm, Sweden (R Havmoeller MD); King’s College Hospital NHS Trust, King’s College, London, UK (Prof R J Hay DM); Université de Franche-Comté, Besançon, France (Prof B Hoen MD); Centre Hospitalier Régional Universitaire de Basençon, Besançon, France (Prof B Hoen); National School of Tropical Medicine, Baylor College of Medicine, Houston, TX, USA (Prof P J Hotez MD); Monash University, Melbourne, VIC, Australia (D Hoy PhD); George Mason University, Fairfax, VA, USA (K H Jacobsen PhD); All India Institute of Medical Sciences, New Delhi, India (G Karthikeyan MD); Department of Cardiology, Hebrew University Hadassah Medical School, Jerusalem, Israel (Prof A Keren MD); School of Public Health (O Kobusingye MMed), Makerere University, Kampala, Uganda (J Mabweijano MMed); University of South Africa, Johannesburg, South Africa (O Kobusingye MMed); Kwame Nkrumah University of Science and Technology, Kumasi, Ghana (A Koranteng MSc); University of California, San Francisco, San Francisco, CA, USA (M Lipnick MD); University of Miami Miller School of Medicine, Miami, FL, USA (Prof S E Lipshultz MD, Prof R L Sacco MD, Prof J D Wilkinson MD); Mulago Hospital, Kampala, Uganda (J Mabweijano MMed); Centre for International Child Health (A Steer MBBS), Department of Paediatrics, Royal Children’s Hospital (R Weintraub MBBS), University of Melbourne, Melbourne, VIC, Australia (Prof R Marks MBBS); Asian Pacific Society of Cardiology, Kyoto, Japan (A Matsumori MD); Medical Research Council, Tygerberg, South Africa (R Matzopoulos MPhil); Hatter Institute (Prof K Sliwa MD), Department of Medicine (Prof G A Mensah MD), University of Cape Town, Cape Town, South Africa (R Matzopoulos, Prof B M Mayosi DPhil); Legacy Health System, Portland, OR, USA (J H McAnulty MD); Northwestern University Feinberg School of Medicine, Evanston, IL, USA (Prof M M McDermott MD); College of Medicine, Alfaisal University, Riyadh, Saudi Arabia (Prof Z A Memish); University of Otago, Dunedin, New Zealand (T R Merriman PhD); China Medical Board, Boston, MA, USA (C Michaud MD); Pacific Institute for Research and Evaluation, Calverton, MD, USA (T R Miller PhD); National Institute of Health, Maputo, Mozambique (Prof A O Mocumbi MD); University Eduardo Mondlane, Maputo, Mozambique (Prof A O Mocumbi); Columbia University, New York City, NY, USA (A Moran MD); London School of Hygiene and Tropical Medicine, London, UK (Prof K Mulholland MD); Centro Studi GISED, Bergamo, Italy (L Naldi MD); School of Public Health, University of Liverpool, Liverpool, UK (Prof K Nasseri DVM); HRB-Clinical Research Facility, National University of Ireland Galway, Galway, Ireland, UK (M O’Donnell PhD); Deakin University, Melbourne, VIC, Australia (Prof R Osborne PhD); B P Koirala Institute of Health Sciences, Dharan, Nepal (B Pahari MD); Betty Cowan Research and Innovation Center, Ludhiana, India (J D Pandian MD); Hospital Juan XXIII, La Paz, Bolivia (A Panozo Rivero MD); Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico (R Perez Padilla MD); Hospital Universitario Cruces, Barakaldo, Spain (F Perez-Ruiz MD); Brigham Young University, Provo, UT, USA (Prof C A Pope III PhD); Hospital Universitario de Canarias, Tenerife, Spain (E Porrini MD); Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada (F Pourmalek MD); Mason Eye Institute, University of Missouri, Columbia, MO, USA (M Raju PhD); Centre for Addiction and Mental Health, Toronto, ON, Canada (Prof J T Rehm PhD); National Opinion Research Center, University of Chicago, Chicago, IL, USA (D B Rein PhD); Complejo Hospitalario Caja De Seguro Social, Panama City, Panama (F Rodriguez de León MD); Vanderbilt University, Nashville, TN, USA (Prof U Sampson MD); University of Alabama at Birmingham, Birmingham, AL, USA (Prof D C Schwebel PhD); Ministry of Interior, Madrid, Spain (M Segui-Gomez MD); Queens Medical Center, Honolulu, HI, USA (D Singh MD); Drexel University School of Public Health, Philadelphia, PA, USA (J A Taylor PhD); Cincinnati Children’s Hospital, Cincinnati, OH, USA (Prof J A Towbin MD); Department of Neurology, Copenhagen University Hospital, Herlev, Denmark (T Truelsen MD); National University of Singapore, Singapore, (N Venketasubramanian FRCP); Voluntary Health Services, Sneha, Chennai, India (Prof L Vijayakumar MBBS); National Institute for Occupational Safety and Health, Baltimore, MD, USA (G R Wagner MD); Beijing Neurosurgical Institute, Capital Medical University, Beijing, China (Prof W Wang MD); Brown University, Providence, RI, USA (Prof M A Weinstock MD); Royal Cornwall Hospital, Truro, UK (Prof A D Woolf MBBS); London School of Economics, London, UK (P-H Yeh MS); Centre for Suicide Research and Prevention, University of Hong Kong, Hong Kong, China (Prof P Yip PhD); and School of Public Health, Shanghai Jiao Tong University, Shanghai, China (Prof Z-J Zheng MD
| | - Mohsen Naghavi
- Institute for Health Metrics and Evaluation (Prof R Lozano MD, M Naghavi PhD, S S Lim PhD, S Y Ahn MPH, M Alvarado BA, K G Andrews MPH, C Atkinson BS, I Bolliger AB, D Chou BA, K E Colson BA, A Delossantos BS, Prof S D Dharmaratne MBBS, A D Flaxman PhD, M H Forouzanfar MD, M K Freeman BA, E Gakidou PhD, D Gonzalez-Medina BA, D Haring BS, S L James MPH, R Jasrasaria BA, N Johns BA, S Lockett Ohno BA, M F MacIntyre EdM, L Mallinger MPH, A A Mokdad MD, M N Nair MD, K Ortblad BA, D Phillips BS, K Pierce BA, D Ranganathan BS, T Roberts BA, L C Rosenfeld MPH, E Sanman BS, M Wang MPH, S Wulf MPH, Prof C J L Murray MD), Department of Anesthesiology and Pain Medicine (N Kassebaum MD), Department of Epidemiology, School of Public Health (L M Anderson PhD), University of Washington, Seattle, WA, USA (Prof W Couser MD, H Duber MD, B Ebel MD, Prof C Mock MD, Prof F P Rivara MD, B Thomas MD); School of Public Health (Prof M Ezzati PhD), Imperial College London, London, UK (K Foreman MPH, Prof P Burney MD, L Rushton PhD); Department of Global Health, University of Tokyo, Tokyo, Japan (Prof K Shibuya MD); Department of Cardiology, Dupuytren University Hospital, Limoges, France (Prof V Aboyans MD); School of Medicine, University of Texas, San Antonio, TX, USA (J Abraham MPH); School of Population Health (T Adair PhD, Prof A D Lopez PhD, Prof T Vos PhD), Queensland Centre for Mental Health Research (J-P Khoo MBBS), Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia (Prof J McGrath MD); Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India (Prof R Aggarwal MD); Ministry of Health, Riyadh, Saudi Arabia (M A AlMazroa MD, Prof Z A Memish MD); St George’s, University of London, London, UK (Prof H R Anderson MD); Mayo Clinic, Rochester, MN, USA (Prof L M Baddour MD, P J Erwin MLS, Prof S E Gabriel MD); University of Auckland, Auckland, New Zealand (S Barker-Collo PhD); Brigham and Women’s Hospital (S Jayaraman MD), Harvard Medical School (D H Bartels BA, Prof S D Colan MD), Harvard Humanitarian Initiative (L M Knowlton MD), School of Public Health (M Miller MD, Prof J A Salomon PhD), Harvard University, Boston, MA, USA (K Bhalla PhD); Global Partners in Anesthesia and Surgery (D Ozgediz MD), Yale University, New Haven, CT, USA (Prof M L Bell PhD); Boston University, Boston, MA, USA (Prof E J Benjamin MD); Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK (D Bennett PhD); Research Institute of Transplantology and Artificial Organs, Moscow State University of Medicine and Dentistry, Moscow, Russia (B Bikbov MD); King Fahad Medical City, Riyadh, Saudi Arabia (A Bin Abdulhak MD, I M Tleyjeh MD); Michigan State University, East Lansing, MI, USA (Prof G Birbeck MD); School of Public Health (T Driscoll PhD), Faculty of Health Sciences (M Fransen PhD), Department of Rheumatology, Northern Clinical School (E Smith PhD), Institute of Bone and Joint Research (Prof L March MD), University of Sydney, Sydney, NSW, Australia (F Blyth PhD, Prof G B Marks PhD, M Cross PhD); Transport and Road Safety Research (S Boufous PhD), National Drug and Alcohol Research Centre (J Singleton MIPH, Prof L Degenhardt PhD), University of New South Wales, Sydney, NSW, Australia (C Bucello BPsych); Great Ormond Street Hospital, London, UK (M Burch MD); Telethon Institute for Child Health Research, Centre for Child Health Research (Prof J Carapetis MBBS), University of Western Australia, Perth, WA, Australia (Prof P Norman MD); National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA (H Chen PhD); Cedars-Sinai Medical Center, Los Angeles, CA, USA (Prof S S Chugh MD, R Havmoeller MD); Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands (L E Coffeng MD); Menzies School of Health Research, Darwin, NT, Australia (S Colquhoun MPH, J Condon PhD); National Health Services, Fife, Edinburgh, UK (M D Connor PhD); University of Edinburgh, Edinburgh, UK (M D Connor, Prof F G R Fowkes FRCPE); University of the Witwatersrand, Johannesburg, South Africa (M D Connor); Loyola University Medical School, Chicago, IL, USA (Prof L T Cooper MD); Department of Epidemiology, School of Public Health Sciences, Wake Forest University, Winston-Salem, NC, USA (M Corriere MD); Mario Negri Institute for Pharmacological Research, Bergamo, Italy (M Cortinovis BiotechD, F Gaspari ChemD, N Perico MD, Prof G Remuzzi MD); Hospital Dr Gustavo N Collado, Puerto Chitre, Panama (K Courville de Vaccaro MD); Victorian Infectious Diseases Reference Laboratory, Melbourne, VIC, Australia (B C Cowie MBBS); University of California, San Diego, San Diego, CA, USA (Prof M H Criqui MD, J Denenberg MA); Schools of Public Health and Medicine (S B Omer MBBS), Emory University, Atlanta, GA, USA (K C Dabhadkar MBBS, A Zabetian MD, K M V Narayan MD); University of Pennsylvania, Philadelphia, PA, USA (N Dahodwala MD); Griffith University, Brisbane, QLD, Australia (Prof D De Leo DSc); Beth Israel Medical Center, New York City, NY, USA (D C Des Jarlais PhD); University of Peradeniya, Peradeniya, Sri Lanka (Prof S D Dharmaratne); Johns Hopkins University, Baltimore, MD, USA (E R Dorsey MD); Hospital Maciel, Montevideo, Uruguay (P Espindola MD); MRC-HPA Centre for Environment and Health, London, UK (Prof M Ezzati PhD); National Institute for Stroke and Applied Neurosciences, Auckland Technical University, Auckland, New Zealand (Prof V Feigin MD, R Krishnamurthi PhD); Royal Life Saving Society, Sydney, NSW, Australia (R Franklin PhD); James Cook University, Townsville, QLD, Australia (K Watt PhD, R Franklin PhD); Howard University College of Medicine, Washington, DC, USA (Prof R F Gillum MD); Brandeis University, Waltham, MA, USA (Y A Halasa DDS, Prof D S Shepard PhD, E A Undurraga PhD); Flinders University, Adelaide, SA, Australia (Prof J E Harrison MBBS); Karolinska University Hospital, Stockholm, Sweden (R Havmoeller MD); King’s College Hospital NHS Trust, King’s College, London, UK (Prof R J Hay DM); Université de Franche-Comté, Besançon, France (Prof B Hoen MD); Centre Hospitalier Régional Universitaire de Basençon, Besançon, France (Prof B Hoen); National School of Tropical Medicine, Baylor College of Medicine, Houston, TX, USA (Prof P J Hotez MD); Monash University, Melbourne, VIC, Australia (D Hoy PhD); George Mason University, Fairfax, VA, USA (K H Jacobsen PhD); All India Institute of Medical Sciences, New Delhi, India (G Karthikeyan MD); Department of Cardiology, Hebrew University Hadassah Medical School, Jerusalem, Israel (Prof A Keren MD); School of Public Health (O Kobusingye MMed), Makerere University, Kampala, Uganda (J Mabweijano MMed); University of South Africa, Johannesburg, South Africa (O Kobusingye MMed); Kwame Nkrumah University of Science and Technology, Kumasi, Ghana (A Koranteng MSc); University of California, San Francisco, San Francisco, CA, USA (M Lipnick MD); University of Miami Miller School of Medicine, Miami, FL, USA (Prof S E Lipshultz MD, Prof R L Sacco MD, Prof J D Wilkinson MD); Mulago Hospital, Kampala, Uganda (J Mabweijano MMed); Centre for International Child Health (A Steer MBBS), Department of Paediatrics, Royal Children’s Hospital (R Weintraub MBBS), University of Melbourne, Melbourne, VIC, Australia (Prof R Marks MBBS); Asian Pacific Society of Cardiology, Kyoto, Japan (A Matsumori MD); Medical Research Council, Tygerberg, South Africa (R Matzopoulos MPhil); Hatter Institute (Prof K Sliwa MD), Department of Medicine (Prof G A Mensah MD), University of Cape Town, Cape Town, South Africa (R Matzopoulos, Prof B M Mayosi DPhil); Legacy Health System, Portland, OR, USA (J H McAnulty MD); Northwestern University Feinberg School of Medicine, Evanston, IL, USA (Prof M M McDermott MD); College of Medicine, Alfaisal University, Riyadh, Saudi Arabia (Prof Z A Memish); University of Otago, Dunedin, New Zealand (T R Merriman PhD); China Medical Board, Boston, MA, USA (C Michaud MD); Pacific Institute for Research and Evaluation, Calverton, MD, USA (T R Miller PhD); National Institute of Health, Maputo, Mozambique (Prof A O Mocumbi MD); University Eduardo Mondlane, Maputo, Mozambique (Prof A O Mocumbi); Columbia University, New York City, NY, USA (A Moran MD); London School of Hygiene and Tropical Medicine, London, UK (Prof K Mulholland MD); Centro Studi GISED, Bergamo, Italy (L Naldi MD); School of Public Health, University of Liverpool, Liverpool, UK (Prof K Nasseri DVM); HRB-Clinical Research Facility, National University of Ireland Galway, Galway, Ireland, UK (M O’Donnell PhD); Deakin University, Melbourne, VIC, Australia (Prof R Osborne PhD); B P Koirala Institute of Health Sciences, Dharan, Nepal (B Pahari MD); Betty Cowan Research and Innovation Center, Ludhiana, India (J D Pandian MD); Hospital Juan XXIII, La Paz, Bolivia (A Panozo Rivero MD); Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico (R Perez Padilla MD); Hospital Universitario Cruces, Barakaldo, Spain (F Perez-Ruiz MD); Brigham Young University, Provo, UT, USA (Prof C A Pope III PhD); Hospital Universitario de Canarias, Tenerife, Spain (E Porrini MD); Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada (F Pourmalek MD); Mason Eye Institute, University of Missouri, Columbia, MO, USA (M Raju PhD); Centre for Addiction and Mental Health, Toronto, ON, Canada (Prof J T Rehm PhD); National Opinion Research Center, University of Chicago, Chicago, IL, USA (D B Rein PhD); Complejo Hospitalario Caja De Seguro Social, Panama City, Panama (F Rodriguez de León MD); Vanderbilt University, Nashville, TN, USA (Prof U Sampson MD); University of Alabama at Birmingham, Birmingham, AL, USA (Prof D C Schwebel PhD); Ministry of Interior, Madrid, Spain (M Segui-Gomez MD); Queens Medical Center, Honolulu, HI, USA (D Singh MD); Drexel University School of Public Health, Philadelphia, PA, USA (J A Taylor PhD); Cincinnati Children’s Hospital, Cincinnati, OH, USA (Prof J A Towbin MD); Department of Neurology, Copenhagen University Hospital, Herlev, Denmark (T Truelsen MD); National University of Singapore, Singapore, (N Venketasubramanian FRCP); Voluntary Health Services, Sneha, Chennai, India (Prof L Vijayakumar MBBS); National Institute for Occupational Safety and Health, Baltimore, MD, USA (G R Wagner MD); Beijing Neurosurgical Institute, Capital Medical University, Beijing, China (Prof W Wang MD); Brown University, Providence, RI, USA (Prof M A Weinstock MD); Royal Cornwall Hospital, Truro, UK (Prof A D Woolf MBBS); London School of Economics, London, UK (P-H Yeh MS); Centre for Suicide Research and Prevention, University of Hong Kong, Hong Kong, China (Prof P Yip PhD); and School of Public Health, Shanghai Jiao Tong University, Shanghai, China (Prof Z-J Zheng MD
| | - Kyle Foreman
- Institute for Health Metrics and Evaluation (Prof R Lozano MD, M Naghavi PhD, S S Lim PhD, S Y Ahn MPH, M Alvarado BA, K G Andrews MPH, C Atkinson BS, I Bolliger AB, D Chou BA, K E Colson BA, A Delossantos BS, Prof S D Dharmaratne MBBS, A D Flaxman PhD, M H Forouzanfar MD, M K Freeman BA, E Gakidou PhD, D Gonzalez-Medina BA, D Haring BS, S L James MPH, R Jasrasaria BA, N Johns BA, S Lockett Ohno BA, M F MacIntyre EdM, L Mallinger MPH, A A Mokdad MD, M N Nair MD, K Ortblad BA, D Phillips BS, K Pierce BA, D Ranganathan BS, T Roberts BA, L C Rosenfeld MPH, E Sanman BS, M Wang MPH, S Wulf MPH, Prof C J L Murray MD), Department of Anesthesiology and Pain Medicine (N Kassebaum MD), Department of Epidemiology, School of Public Health (L M Anderson PhD), University of Washington, Seattle, WA, USA (Prof W Couser MD, H Duber MD, B Ebel MD, Prof C Mock MD, Prof F P Rivara MD, B Thomas MD); School of Public Health (Prof M Ezzati PhD), Imperial College London, London, UK (K Foreman MPH, Prof P Burney MD, L Rushton PhD); Department of Global Health, University of Tokyo, Tokyo, Japan (Prof K Shibuya MD); Department of Cardiology, Dupuytren University Hospital, Limoges, France (Prof V Aboyans MD); School of Medicine, University of Texas, San Antonio, TX, USA (J Abraham MPH); School of Population Health (T Adair PhD, Prof A D Lopez PhD, Prof T Vos PhD), Queensland Centre for Mental Health Research (J-P Khoo MBBS), Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia (Prof J McGrath MD); Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India (Prof R Aggarwal MD); Ministry of Health, Riyadh, Saudi Arabia (M A AlMazroa MD, Prof Z A Memish MD); St George’s, University of London, London, UK (Prof H R Anderson MD); Mayo Clinic, Rochester, MN, USA (Prof L M Baddour MD, P J Erwin MLS, Prof S E Gabriel MD); University of Auckland, Auckland, New Zealand (S Barker-Collo PhD); Brigham and Women’s Hospital (S Jayaraman MD), Harvard Medical School (D H Bartels BA, Prof S D Colan MD), Harvard Humanitarian Initiative (L M Knowlton MD), School of Public Health (M Miller MD, Prof J A Salomon PhD), Harvard University, Boston, MA, USA (K Bhalla PhD); Global Partners in Anesthesia and Surgery (D Ozgediz MD), Yale University, New Haven, CT, USA (Prof M L Bell PhD); Boston University, Boston, MA, USA (Prof E J Benjamin MD); Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK (D Bennett PhD); Research Institute of Transplantology and Artificial Organs, Moscow State University of Medicine and Dentistry, Moscow, Russia (B Bikbov MD); King Fahad Medical City, Riyadh, Saudi Arabia (A Bin Abdulhak MD, I M Tleyjeh MD); Michigan State University, East Lansing, MI, USA (Prof G Birbeck MD); School of Public Health (T Driscoll PhD), Faculty of Health Sciences (M Fransen PhD), Department of Rheumatology, Northern Clinical School (E Smith PhD), Institute of Bone and Joint Research (Prof L March MD), University of Sydney, Sydney, NSW, Australia (F Blyth PhD, Prof G B Marks PhD, M Cross PhD); Transport and Road Safety Research (S Boufous PhD), National Drug and Alcohol Research Centre (J Singleton MIPH, Prof L Degenhardt PhD), University of New South Wales, Sydney, NSW, Australia (C Bucello BPsych); Great Ormond Street Hospital, London, UK (M Burch MD); Telethon Institute for Child Health Research, Centre for Child Health Research (Prof J Carapetis MBBS), University of Western Australia, Perth, WA, Australia (Prof P Norman MD); National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA (H Chen PhD); Cedars-Sinai Medical Center, Los Angeles, CA, USA (Prof S S Chugh MD, R Havmoeller MD); Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands (L E Coffeng MD); Menzies School of Health Research, Darwin, NT, Australia (S Colquhoun MPH, J Condon PhD); National Health Services, Fife, Edinburgh, UK (M D Connor PhD); University of Edinburgh, Edinburgh, UK (M D Connor, Prof F G R Fowkes FRCPE); University of the Witwatersrand, Johannesburg, South Africa (M D Connor); Loyola University Medical School, Chicago, IL, USA (Prof L T Cooper MD); Department of Epidemiology, School of Public Health Sciences, Wake Forest University, Winston-Salem, NC, USA (M Corriere MD); Mario Negri Institute for Pharmacological Research, Bergamo, Italy (M Cortinovis BiotechD, F Gaspari ChemD, N Perico MD, Prof G Remuzzi MD); Hospital Dr Gustavo N Collado, Puerto Chitre, Panama (K Courville de Vaccaro MD); Victorian Infectious Diseases Reference Laboratory, Melbourne, VIC, Australia (B C Cowie MBBS); University of California, San Diego, San Diego, CA, USA (Prof M H Criqui MD, J Denenberg MA); Schools of Public Health and Medicine (S B Omer MBBS), Emory University, Atlanta, GA, USA (K C Dabhadkar MBBS, A Zabetian MD, K M V Narayan MD); University of Pennsylvania, Philadelphia, PA, USA (N Dahodwala MD); Griffith University, Brisbane, QLD, Australia (Prof D De Leo DSc); Beth Israel Medical Center, New York City, NY, USA (D C Des Jarlais PhD); University of Peradeniya, Peradeniya, Sri Lanka (Prof S D Dharmaratne); Johns Hopkins University, Baltimore, MD, USA (E R Dorsey MD); Hospital Maciel, Montevideo, Uruguay (P Espindola MD); MRC-HPA Centre for Environment and Health, London, UK (Prof M Ezzati PhD); National Institute for Stroke and Applied Neurosciences, Auckland Technical University, Auckland, New Zealand (Prof V Feigin MD, R Krishnamurthi PhD); Royal Life Saving Society, Sydney, NSW, Australia (R Franklin PhD); James Cook University, Townsville, QLD, Australia (K Watt PhD, R Franklin PhD); Howard University College of Medicine, Washington, DC, USA (Prof R F Gillum MD); Brandeis University, Waltham, MA, USA (Y A Halasa DDS, Prof D S Shepard PhD, E A Undurraga PhD); Flinders University, Adelaide, SA, Australia (Prof J E Harrison MBBS); Karolinska University Hospital, Stockholm, Sweden (R Havmoeller MD); King’s College Hospital NHS Trust, King’s College, London, UK (Prof R J Hay DM); Université de Franche-Comté, Besançon, France (Prof B Hoen MD); Centre Hospitalier Régional Universitaire de Basençon, Besançon, France (Prof B Hoen); National School of Tropical Medicine, Baylor College of Medicine, Houston, TX, USA (Prof P J Hotez MD); Monash University, Melbourne, VIC, Australia (D Hoy PhD); George Mason University, Fairfax, VA, USA (K H Jacobsen PhD); All India Institute of Medical Sciences, New Delhi, India (G Karthikeyan MD); Department of Cardiology, Hebrew University Hadassah Medical School, Jerusalem, Israel (Prof A Keren MD); School of Public Health (O Kobusingye MMed), Makerere University, Kampala, Uganda (J Mabweijano MMed); University of South Africa, Johannesburg, South Africa (O Kobusingye MMed); Kwame Nkrumah University of Science and Technology, Kumasi, Ghana (A Koranteng MSc); University of California, San Francisco, San Francisco, CA, USA (M Lipnick MD); University of Miami Miller School of Medicine, Miami, FL, USA (Prof S E Lipshultz MD, Prof R L Sacco MD, Prof J D Wilkinson MD); Mulago Hospital, Kampala, Uganda (J Mabweijano MMed); Centre for International Child Health (A Steer MBBS), Department of Paediatrics, Royal Children’s Hospital (R Weintraub MBBS), University of Melbourne, Melbourne, VIC, Australia (Prof R Marks MBBS); Asian Pacific Society of Cardiology, Kyoto, Japan (A Matsumori MD); Medical Research Council, Tygerberg, South Africa (R Matzopoulos MPhil); Hatter Institute (Prof K Sliwa MD), Department of Medicine (Prof G A Mensah MD), University of Cape Town, Cape Town, South Africa (R Matzopoulos, Prof B M Mayosi DPhil); Legacy Health System, Portland, OR, USA (J H McAnulty MD); Northwestern University Feinberg School of Medicine, Evanston, IL, USA (Prof M M McDermott MD); College of Medicine, Alfaisal University, Riyadh, Saudi Arabia (Prof Z A Memish); University of Otago, Dunedin, New Zealand (T R Merriman PhD); China Medical Board, Boston, MA, USA (C Michaud MD); Pacific Institute for Research and Evaluation, Calverton, MD, USA (T R Miller PhD); National Institute of Health, Maputo, Mozambique (Prof A O Mocumbi MD); University Eduardo Mondlane, Maputo, Mozambique (Prof A O Mocumbi); Columbia University, New York City, NY, USA (A Moran MD); London School of Hygiene and Tropical Medicine, London, UK (Prof K Mulholland MD); Centro Studi GISED, Bergamo, Italy (L Naldi MD); School of Public Health, University of Liverpool, Liverpool, UK (Prof K Nasseri DVM); HRB-Clinical Research Facility, National University of Ireland Galway, Galway, Ireland, UK (M O’Donnell PhD); Deakin University, Melbourne, VIC, Australia (Prof R Osborne PhD); B P Koirala Institute of Health Sciences, Dharan, Nepal (B Pahari MD); Betty Cowan Research and Innovation Center, Ludhiana, India (J D Pandian MD); Hospital Juan XXIII, La Paz, Bolivia (A Panozo Rivero MD); Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico (R Perez Padilla MD); Hospital Universitario Cruces, Barakaldo, Spain (F Perez-Ruiz MD); Brigham Young University, Provo, UT, USA (Prof C A Pope III PhD); Hospital Universitario de Canarias, Tenerife, Spain (E Porrini MD); Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada (F Pourmalek MD); Mason Eye Institute, University of Missouri, Columbia, MO, USA (M Raju PhD); Centre for Addiction and Mental Health, Toronto, ON, Canada (Prof J T Rehm PhD); National Opinion Research Center, University of Chicago, Chicago, IL, USA (D B Rein PhD); Complejo Hospitalario Caja De Seguro Social, Panama City, Panama (F Rodriguez de León MD); Vanderbilt University, Nashville, TN, USA (Prof U Sampson MD); University of Alabama at Birmingham, Birmingham, AL, USA (Prof D C Schwebel PhD); Ministry of Interior, Madrid, Spain (M Segui-Gomez MD); Queens Medical Center, Honolulu, HI, USA (D Singh MD); Drexel University School of Public Health, Philadelphia, PA, USA (J A Taylor PhD); Cincinnati Children’s Hospital, Cincinnati, OH, USA (Prof J A Towbin MD); Department of Neurology, Copenhagen University Hospital, Herlev, Denmark (T Truelsen MD); National University of Singapore, Singapore, (N Venketasubramanian FRCP); Voluntary Health Services, Sneha, Chennai, India (Prof L Vijayakumar MBBS); National Institute for Occupational Safety and Health, Baltimore, MD, USA (G R Wagner MD); Beijing Neurosurgical Institute, Capital Medical University, Beijing, China (Prof W Wang MD); Brown University, Providence, RI, USA (Prof M A Weinstock MD); Royal Cornwall Hospital, Truro, UK (Prof A D Woolf MBBS); London School of Economics, London, UK (P-H Yeh MS); Centre for Suicide Research and Prevention, University of Hong Kong, Hong Kong, China (Prof P Yip PhD); and School of Public Health, Shanghai Jiao Tong University, Shanghai, China (Prof Z-J Zheng MD
| | - Stephen Lim
- Institute for Health Metrics and Evaluation (Prof R Lozano MD, M Naghavi PhD, S S Lim PhD, S Y Ahn MPH, M Alvarado BA, K G Andrews MPH, C Atkinson BS, I Bolliger AB, D Chou BA, K E Colson BA, A Delossantos BS, Prof S D Dharmaratne MBBS, A D Flaxman PhD, M H Forouzanfar MD, M K Freeman BA, E Gakidou PhD, D Gonzalez-Medina BA, D Haring BS, S L James MPH, R Jasrasaria BA, N Johns BA, S Lockett Ohno BA, M F MacIntyre EdM, L Mallinger MPH, A A Mokdad MD, M N Nair MD, K Ortblad BA, D Phillips BS, K Pierce BA, D Ranganathan BS, T Roberts BA, L C Rosenfeld MPH, E Sanman BS, M Wang MPH, S Wulf MPH, Prof C J L Murray MD), Department of Anesthesiology and Pain Medicine (N Kassebaum MD), Department of Epidemiology, School of Public Health (L M Anderson PhD), University of Washington, Seattle, WA, USA (Prof W Couser MD, H Duber MD, B Ebel MD, Prof C Mock MD, Prof F P Rivara MD, B Thomas MD); School of Public Health (Prof M Ezzati PhD), Imperial College London, London, UK (K Foreman MPH, Prof P Burney MD, L Rushton PhD); Department of Global Health, University of Tokyo, Tokyo, Japan (Prof K Shibuya MD); Department of Cardiology, Dupuytren University Hospital, Limoges, France (Prof V Aboyans MD); School of Medicine, University of Texas, San Antonio, TX, USA (J Abraham MPH); School of Population Health (T Adair PhD, Prof A D Lopez PhD, Prof T Vos PhD), Queensland Centre for Mental Health Research (J-P Khoo MBBS), Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia (Prof J McGrath MD); Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India (Prof R Aggarwal MD); Ministry of Health, Riyadh, Saudi Arabia (M A AlMazroa MD, Prof Z A Memish MD); St George’s, University of London, London, UK (Prof H R Anderson MD); Mayo Clinic, Rochester, MN, USA (Prof L M Baddour MD, P J Erwin MLS, Prof S E Gabriel MD); University of Auckland, Auckland, New Zealand (S Barker-Collo PhD); Brigham and Women’s Hospital (S Jayaraman MD), Harvard Medical School (D H Bartels BA, Prof S D Colan MD), Harvard Humanitarian Initiative (L M Knowlton MD), School of Public Health (M Miller MD, Prof J A Salomon PhD), Harvard University, Boston, MA, USA (K Bhalla PhD); Global Partners in Anesthesia and Surgery (D Ozgediz MD), Yale University, New Haven, CT, USA (Prof M L Bell PhD); Boston University, Boston, MA, USA (Prof E J Benjamin MD); Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK (D Bennett PhD); Research Institute of Transplantology and Artificial Organs, Moscow State University of Medicine and Dentistry, Moscow, Russia (B Bikbov MD); King Fahad Medical City, Riyadh, Saudi Arabia (A Bin Abdulhak MD, I M Tleyjeh MD); Michigan State University, East Lansing, MI, USA (Prof G Birbeck MD); School of Public Health (T Driscoll PhD), Faculty of Health Sciences (M Fransen PhD), Department of Rheumatology, Northern Clinical School (E Smith PhD), Institute of Bone and Joint Research (Prof L March MD), University of Sydney, Sydney, NSW, Australia (F Blyth PhD, Prof G B Marks PhD, M Cross PhD); Transport and Road Safety Research (S Boufous PhD), National Drug and Alcohol Research Centre (J Singleton MIPH, Prof L Degenhardt PhD), University of New South Wales, Sydney, NSW, Australia (C Bucello BPsych); Great Ormond Street Hospital, London, UK (M Burch MD); Telethon Institute for Child Health Research, Centre for Child Health Research (Prof J Carapetis MBBS), University of Western Australia, Perth, WA, Australia (Prof P Norman MD); National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA (H Chen PhD); Cedars-Sinai Medical Center, Los Angeles, CA, USA (Prof S S Chugh MD, R Havmoeller MD); Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands (L E Coffeng MD); Menzies School of Health Research, Darwin, NT, Australia (S Colquhoun MPH, J Condon PhD); National Health Services, Fife, Edinburgh, UK (M D Connor PhD); University of Edinburgh, Edinburgh, UK (M D Connor, Prof F G R Fowkes FRCPE); University of the Witwatersrand, Johannesburg, South Africa (M D Connor); Loyola University Medical School, Chicago, IL, USA (Prof L T Cooper MD); Department of Epidemiology, School of Public Health Sciences, Wake Forest University, Winston-Salem, NC, USA (M Corriere MD); Mario Negri Institute for Pharmacological Research, Bergamo, Italy (M Cortinovis BiotechD, F Gaspari ChemD, N Perico MD, Prof G Remuzzi MD); Hospital Dr Gustavo N Collado, Puerto Chitre, Panama (K Courville de Vaccaro MD); Victorian Infectious Diseases Reference Laboratory, Melbourne, VIC, Australia (B C Cowie MBBS); University of California, San Diego, San Diego, CA, USA (Prof M H Criqui MD, J Denenberg MA); Schools of Public Health and Medicine (S B Omer MBBS), Emory University, Atlanta, GA, USA (K C Dabhadkar MBBS, A Zabetian MD, K M V Narayan MD); University of Pennsylvania, Philadelphia, PA, USA (N Dahodwala MD); Griffith University, Brisbane, QLD, Australia (Prof D De Leo DSc); Beth Israel Medical Center, New York City, NY, USA (D C Des Jarlais PhD); University of Peradeniya, Peradeniya, Sri Lanka (Prof S D Dharmaratne); Johns Hopkins University, Baltimore, MD, USA (E R Dorsey MD); Hospital Maciel, Montevideo, Uruguay (P Espindola MD); MRC-HPA Centre for Environment and Health, London, UK (Prof M Ezzati PhD); National Institute for Stroke and Applied Neurosciences, Auckland Technical University, Auckland, New Zealand (Prof V Feigin MD, R Krishnamurthi PhD); Royal Life Saving Society, Sydney, NSW, Australia (R Franklin PhD); James Cook University, Townsville, QLD, Australia (K Watt PhD, R Franklin PhD); Howard University College of Medicine, Washington, DC, USA (Prof R F Gillum MD); Brandeis University, Waltham, MA, USA (Y A Halasa DDS, Prof D S Shepard PhD, E A Undurraga PhD); Flinders University, Adelaide, SA, Australia (Prof J E Harrison MBBS); Karolinska University Hospital, Stockholm, Sweden (R Havmoeller MD); King’s College Hospital NHS Trust, King’s College, London, UK (Prof R J Hay DM); Université de Franche-Comté, Besançon, France (Prof B Hoen MD); Centre Hospitalier Régional Universitaire de Basençon, Besançon, France (Prof B Hoen); National School of Tropical Medicine, Baylor College of Medicine, Houston, TX, USA (Prof P J Hotez MD); Monash University, Melbourne, VIC, Australia (D Hoy PhD); George Mason University, Fairfax, VA, USA (K H Jacobsen PhD); All India Institute of Medical Sciences, New Delhi, India (G Karthikeyan MD); Department of Cardiology, Hebrew University Hadassah Medical School, Jerusalem, Israel (Prof A Keren MD); School of Public Health (O Kobusingye MMed), Makerere University, Kampala, Uganda (J Mabweijano MMed); University of South Africa, Johannesburg, South Africa (O Kobusingye MMed); Kwame Nkrumah University of Science and Technology, Kumasi, Ghana (A Koranteng MSc); University of California, San Francisco, San Francisco, CA, USA (M Lipnick MD); University of Miami Miller School of Medicine, Miami, FL, USA (Prof S E Lipshultz MD, Prof R L Sacco MD, Prof J D Wilkinson MD); Mulago Hospital, Kampala, Uganda (J Mabweijano MMed); Centre for International Child Health (A Steer MBBS), Department of Paediatrics, Royal Children’s Hospital (R Weintraub MBBS), University of Melbourne, Melbourne, VIC, Australia (Prof R Marks MBBS); Asian Pacific Society of Cardiology, Kyoto, Japan (A Matsumori MD); Medical Research Council, Tygerberg, South Africa (R Matzopoulos MPhil); Hatter Institute (Prof K Sliwa MD), Department of Medicine (Prof G A Mensah MD), University of Cape Town, Cape Town, South Africa (R Matzopoulos, Prof B M Mayosi DPhil); Legacy Health System, Portland, OR, USA (J H McAnulty MD); Northwestern University Feinberg School of Medicine, Evanston, IL, USA (Prof M M McDermott MD); College of Medicine, Alfaisal University, Riyadh, Saudi Arabia (Prof Z A Memish); University of Otago, Dunedin, New Zealand (T R Merriman PhD); China Medical Board, Boston, MA, USA (C Michaud MD); Pacific Institute for Research and Evaluation, Calverton, MD, USA (T R Miller PhD); National Institute of Health, Maputo, Mozambique (Prof A O Mocumbi MD); University Eduardo Mondlane, Maputo, Mozambique (Prof A O Mocumbi); Columbia University, New York City, NY, USA (A Moran MD); London School of Hygiene and Tropical Medicine, London, UK (Prof K Mulholland MD); Centro Studi GISED, Bergamo, Italy (L Naldi MD); School of Public Health, University of Liverpool, Liverpool, UK (Prof K Nasseri DVM); HRB-Clinical Research Facility, National University of Ireland Galway, Galway, Ireland, UK (M O’Donnell PhD); Deakin University, Melbourne, VIC, Australia (Prof R Osborne PhD); B P Koirala Institute of Health Sciences, Dharan, Nepal (B Pahari MD); Betty Cowan Research and Innovation Center, Ludhiana, India (J D Pandian MD); Hospital Juan XXIII, La Paz, Bolivia (A Panozo Rivero MD); Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico (R Perez Padilla MD); Hospital Universitario Cruces, Barakaldo, Spain (F Perez-Ruiz MD); Brigham Young University, Provo, UT, USA (Prof C A Pope III PhD); Hospital Universitario de Canarias, Tenerife, Spain (E Porrini MD); Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada (F Pourmalek MD); Mason Eye Institute, University of Missouri, Columbia, MO, USA (M Raju PhD); Centre for Addiction and Mental Health, Toronto, ON, Canada (Prof J T Rehm PhD); National Opinion Research Center, University of Chicago, Chicago, IL, USA (D B Rein PhD); Complejo Hospitalario Caja De Seguro Social, Panama City, Panama (F Rodriguez de León MD); Vanderbilt University, Nashville, TN, USA (Prof U Sampson MD); University of Alabama at Birmingham, Birmingham, AL, USA (Prof D C Schwebel PhD); Ministry of Interior, Madrid, Spain (M Segui-Gomez MD); Queens Medical Center, Honolulu, HI, USA (D Singh MD); Drexel University School of Public Health, Philadelphia, PA, USA (J A Taylor PhD); Cincinnati Children’s Hospital, Cincinnati, OH, USA (Prof J A Towbin MD); Department of Neurology, Copenhagen University Hospital, Herlev, Denmark (T Truelsen MD); National University of Singapore, Singapore, (N Venketasubramanian FRCP); Voluntary Health Services, Sneha, Chennai, India (Prof L Vijayakumar MBBS); National Institute for Occupational Safety and Health, Baltimore, MD, USA (G R Wagner MD); Beijing Neurosurgical Institute, Capital Medical University, Beijing, China (Prof W Wang MD); Brown University, Providence, RI, USA (Prof M A Weinstock MD); Royal Cornwall Hospital, Truro, UK (Prof A D Woolf MBBS); London School of Economics, London, UK (P-H Yeh MS); Centre for Suicide Research and Prevention, University of Hong Kong, Hong Kong, China (Prof P Yip PhD); and School of Public Health, Shanghai Jiao Tong University, Shanghai, China (Prof Z-J Zheng MD
| | - Kenji Shibuya
- Institute for Health Metrics and Evaluation (Prof R Lozano MD, M Naghavi PhD, S S Lim PhD, S Y Ahn MPH, M Alvarado BA, K G Andrews MPH, C Atkinson BS, I Bolliger AB, D Chou BA, K E Colson BA, A Delossantos BS, Prof S D Dharmaratne MBBS, A D Flaxman PhD, M H Forouzanfar MD, M K Freeman BA, E Gakidou PhD, D Gonzalez-Medina BA, D Haring BS, S L James MPH, R Jasrasaria BA, N Johns BA, S Lockett Ohno BA, M F MacIntyre EdM, L Mallinger MPH, A A Mokdad MD, M N Nair MD, K Ortblad BA, D Phillips BS, K Pierce BA, D Ranganathan BS, T Roberts BA, L C Rosenfeld MPH, E Sanman BS, M Wang MPH, S Wulf MPH, Prof C J L Murray MD), Department of Anesthesiology and Pain Medicine (N Kassebaum MD), Department of Epidemiology, School of Public Health (L M Anderson PhD), University of Washington, Seattle, WA, USA (Prof W Couser MD, H Duber MD, B Ebel MD, Prof C Mock MD, Prof F P Rivara MD, B Thomas MD); School of Public Health (Prof M Ezzati PhD), Imperial College London, London, UK (K Foreman MPH, Prof P Burney MD, L Rushton PhD); Department of Global Health, University of Tokyo, Tokyo, Japan (Prof K Shibuya MD); Department of Cardiology, Dupuytren University Hospital, Limoges, France (Prof V Aboyans MD); School of Medicine, University of Texas, San Antonio, TX, USA (J Abraham MPH); School of Population Health (T Adair PhD, Prof A D Lopez PhD, Prof T Vos PhD), Queensland Centre for Mental Health Research (J-P Khoo MBBS), Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia (Prof J McGrath MD); Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India (Prof R Aggarwal MD); Ministry of Health, Riyadh, Saudi Arabia (M A AlMazroa MD, Prof Z A Memish MD); St George’s, University of London, London, UK (Prof H R Anderson MD); Mayo Clinic, Rochester, MN, USA (Prof L M Baddour MD, P J Erwin MLS, Prof S E Gabriel MD); University of Auckland, Auckland, New Zealand (S Barker-Collo PhD); Brigham and Women’s Hospital (S Jayaraman MD), Harvard Medical School (D H Bartels BA, Prof S D Colan MD), Harvard Humanitarian Initiative (L M Knowlton MD), School of Public Health (M Miller MD, Prof J A Salomon PhD), Harvard University, Boston, MA, USA (K Bhalla PhD); Global Partners in Anesthesia and Surgery (D Ozgediz MD), Yale University, New Haven, CT, USA (Prof M L Bell PhD); Boston University, Boston, MA, USA (Prof E J Benjamin MD); Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK (D Bennett PhD); Research Institute of Transplantology and Artificial Organs, Moscow State University of Medicine and Dentistry, Moscow, Russia (B Bikbov MD); King Fahad Medical City, Riyadh, Saudi Arabia (A Bin Abdulhak MD, I M Tleyjeh MD); Michigan State University, East Lansing, MI, USA (Prof G Birbeck MD); School of Public Health (T Driscoll PhD), Faculty of Health Sciences (M Fransen PhD), Department of Rheumatology, Northern Clinical School (E Smith PhD), Institute of Bone and Joint Research (Prof L March MD), University of Sydney, Sydney, NSW, Australia (F Blyth PhD, Prof G B Marks PhD, M Cross PhD); Transport and Road Safety Research (S Boufous PhD), National Drug and Alcohol Research Centre (J Singleton MIPH, Prof L Degenhardt PhD), University of New South Wales, Sydney, NSW, Australia (C Bucello BPsych); Great Ormond Street Hospital, London, UK (M Burch MD); Telethon Institute for Child Health Research, Centre for Child Health Research (Prof J Carapetis MBBS), University of Western Australia, Perth, WA, Australia (Prof P Norman MD); National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA (H Chen PhD); Cedars-Sinai Medical Center, Los Angeles, CA, USA (Prof S S Chugh MD, R Havmoeller MD); Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands (L E Coffeng MD); Menzies School of Health Research, Darwin, NT, Australia (S Colquhoun MPH, J Condon PhD); National Health Services, Fife, Edinburgh, UK (M D Connor PhD); University of Edinburgh, Edinburgh, UK (M D Connor, Prof F G R Fowkes FRCPE); University of the Witwatersrand, Johannesburg, South Africa (M D Connor); Loyola University Medical School, Chicago, IL, USA (Prof L T Cooper MD); Department of Epidemiology, School of Public Health Sciences, Wake Forest University, Winston-Salem, NC, USA (M Corriere MD); Mario Negri Institute for Pharmacological Research, Bergamo, Italy (M Cortinovis BiotechD, F Gaspari ChemD, N Perico MD, Prof G Remuzzi MD); Hospital Dr Gustavo N Collado, Puerto Chitre, Panama (K Courville de Vaccaro MD); Victorian Infectious Diseases Reference Laboratory, Melbourne, VIC, Australia (B C Cowie MBBS); University of California, San Diego, San Diego, CA, USA (Prof M H Criqui MD, J Denenberg MA); Schools of Public Health and Medicine (S B Omer MBBS), Emory University, Atlanta, GA, USA (K C Dabhadkar MBBS, A Zabetian MD, K M V Narayan MD); University of Pennsylvania, Philadelphia, PA, USA (N Dahodwala MD); Griffith University, Brisbane, QLD, Australia (Prof D De Leo DSc); Beth Israel Medical Center, New York City, NY, USA (D C Des Jarlais PhD); University of Peradeniya, Peradeniya, Sri Lanka (Prof S D Dharmaratne); Johns Hopkins University, Baltimore, MD, USA (E R Dorsey MD); Hospital Maciel, Montevideo, Uruguay (P Espindola MD); MRC-HPA Centre for Environment and Health, London, UK (Prof M Ezzati PhD); National Institute for Stroke and Applied Neurosciences, Auckland Technical University, Auckland, New Zealand (Prof V Feigin MD, R Krishnamurthi PhD); Royal Life Saving Society, Sydney, NSW, Australia (R Franklin PhD); James Cook University, Townsville, QLD, Australia (K Watt PhD, R Franklin PhD); Howard University College of Medicine, Washington, DC, USA (Prof R F Gillum MD); Brandeis University, Waltham, MA, USA (Y A Halasa DDS, Prof D S Shepard PhD, E A Undurraga PhD); Flinders University, Adelaide, SA, Australia (Prof J E Harrison MBBS); Karolinska University Hospital, Stockholm, Sweden (R Havmoeller MD); King’s College Hospital NHS Trust, King’s College, London, UK (Prof R J Hay DM); Université de Franche-Comté, Besançon, France (Prof B Hoen MD); Centre Hospitalier Régional Universitaire de Basençon, Besançon, France (Prof B Hoen); National School of Tropical Medicine, Baylor College of Medicine, Houston, TX, USA (Prof P J Hotez MD); Monash University, Melbourne, VIC, Australia (D Hoy PhD); George Mason University, Fairfax, VA, USA (K H Jacobsen PhD); All India Institute of Medical Sciences, New Delhi, India (G Karthikeyan MD); Department of Cardiology, Hebrew University Hadassah Medical School, Jerusalem, Israel (Prof A Keren MD); School of Public Health (O Kobusingye MMed), Makerere University, Kampala, Uganda (J Mabweijano MMed); University of South Africa, Johannesburg, South Africa (O Kobusingye MMed); Kwame Nkrumah University of Science and Technology, Kumasi, Ghana (A Koranteng MSc); University of California, San Francisco, San Francisco, CA, USA (M Lipnick MD); University of Miami Miller School of Medicine, Miami, FL, USA (Prof S E Lipshultz MD, Prof R L Sacco MD, Prof J D Wilkinson MD); Mulago Hospital, Kampala, Uganda (J Mabweijano MMed); Centre for International Child Health (A Steer MBBS), Department of Paediatrics, Royal Children’s Hospital (R Weintraub MBBS), University of Melbourne, Melbourne, VIC, Australia (Prof R Marks MBBS); Asian Pacific Society of Cardiology, Kyoto, Japan (A Matsumori MD); Medical Research Council, Tygerberg, South Africa (R Matzopoulos MPhil); Hatter Institute (Prof K Sliwa MD), Department of Medicine (Prof G A Mensah MD), University of Cape Town, Cape Town, South Africa (R Matzopoulos, Prof B M Mayosi DPhil); Legacy Health System, Portland, OR, USA (J H McAnulty MD); Northwestern University Feinberg School of Medicine, Evanston, IL, USA (Prof M M McDermott MD); College of Medicine, Alfaisal University, Riyadh, Saudi Arabia (Prof Z A Memish); University of Otago, Dunedin, New Zealand (T R Merriman PhD); China Medical Board, Boston, MA, USA (C Michaud MD); Pacific Institute for Research and Evaluation, Calverton, MD, USA (T R Miller PhD); National Institute of Health, Maputo, Mozambique (Prof A O Mocumbi MD); University Eduardo Mondlane, Maputo, Mozambique (Prof A O Mocumbi); Columbia University, New York City, NY, USA (A Moran MD); London School of Hygiene and Tropical Medicine, London, UK (Prof K Mulholland MD); Centro Studi GISED, Bergamo, Italy (L Naldi MD); School of Public Health, University of Liverpool, Liverpool, UK (Prof K Nasseri DVM); HRB-Clinical Research Facility, National University of Ireland Galway, Galway, Ireland, UK (M O’Donnell PhD); Deakin University, Melbourne, VIC, Australia (Prof R Osborne PhD); B P Koirala Institute of Health Sciences, Dharan, Nepal (B Pahari MD); Betty Cowan Research and Innovation Center, Ludhiana, India (J D Pandian MD); Hospital Juan XXIII, La Paz, Bolivia (A Panozo Rivero MD); Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico (R Perez Padilla MD); Hospital Universitario Cruces, Barakaldo, Spain (F Perez-Ruiz MD); Brigham Young University, Provo, UT, USA (Prof C A Pope III PhD); Hospital Universitario de Canarias, Tenerife, Spain (E Porrini MD); Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada (F Pourmalek MD); Mason Eye Institute, University of Missouri, Columbia, MO, USA (M Raju PhD); Centre for Addiction and Mental Health, Toronto, ON, Canada (Prof J T Rehm PhD); National Opinion Research Center, University of Chicago, Chicago, IL, USA (D B Rein PhD); Complejo Hospitalario Caja De Seguro Social, Panama City, Panama (F Rodriguez de León MD); Vanderbilt University, Nashville, TN, USA (Prof U Sampson MD); University of Alabama at Birmingham, Birmingham, AL, USA (Prof D C Schwebel PhD); Ministry of Interior, Madrid, Spain (M Segui-Gomez MD); Queens Medical Center, Honolulu, HI, USA (D Singh MD); Drexel University School of Public Health, Philadelphia, PA, USA (J A Taylor PhD); Cincinnati Children’s Hospital, Cincinnati, OH, USA (Prof J A Towbin MD); Department of Neurology, Copenhagen University Hospital, Herlev, Denmark (T Truelsen MD); National University of Singapore, Singapore, (N Venketasubramanian FRCP); Voluntary Health Services, Sneha, Chennai, India (Prof L Vijayakumar MBBS); National Institute for Occupational Safety and Health, Baltimore, MD, USA (G R Wagner MD); Beijing Neurosurgical Institute, Capital Medical University, Beijing, China (Prof W Wang MD); Brown University, Providence, RI, USA (Prof M A Weinstock MD); Royal Cornwall Hospital, Truro, UK (Prof A D Woolf MBBS); London School of Economics, London, UK (P-H Yeh MS); Centre for Suicide Research and Prevention, University of Hong Kong, Hong Kong, China (Prof P Yip PhD); and School of Public Health, Shanghai Jiao Tong University, Shanghai, China (Prof Z-J Zheng MD
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ali A Mokdad
- Institute for Health Metrics and Evaluation (Prof R Lozano MD, M Naghavi PhD, S S Lim PhD, S Y Ahn MPH, M Alvarado BA, K G Andrews MPH, C Atkinson BS, I Bolliger AB, D Chou BA, K E Colson BA, A Delossantos BS, Prof S D Dharmaratne MBBS, A D Flaxman PhD, M H Forouzanfar MD, M K Freeman BA, E Gakidou PhD, D Gonzalez-Medina BA, D Haring BS, S L James MPH, R Jasrasaria BA, N Johns BA, S Lockett Ohno BA, M F MacIntyre EdM, L Mallinger MPH, A A Mokdad MD, M N Nair MD, K Ortblad BA, D Phillips BS, K Pierce BA, D Ranganathan BS, T Roberts BA, L C Rosenfeld MPH, E Sanman BS, M Wang MPH, S Wulf MPH, Prof C J L Murray MD), Department of Anesthesiology and Pain Medicine (N Kassebaum MD), Department of Epidemiology, School of Public Health (L M Anderson PhD), University of Washington, Seattle, WA, USA (Prof W Couser MD, H Duber MD, B Ebel MD, Prof C Mock MD, Prof F P Rivara MD, B Thomas MD); School of Public Health (Prof M Ezzati PhD), Imperial College London, London, UK (K Foreman MPH, Prof P Burney MD, L Rushton PhD); Department of Global Health, University of Tokyo, Tokyo, Japan (Prof K Shibuya MD); Department of Cardiology, Dupuytren University Hospital, Limoges, France (Prof V Aboyans MD); School of Medicine, University of Texas, San Antonio, TX, USA (J Abraham MPH); School of Population Health (T Adair PhD, Prof A D Lopez PhD, Prof T Vos PhD), Queensland Centre for Mental Health Research (J-P Khoo MBBS), Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia (Prof J McGrath MD); Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India (Prof R Aggarwal MD); Ministry of Health, Riyadh, Saudi Arabia (M A AlMazroa MD, Prof Z A Memish MD); St George’s, University of London, London, UK (Prof H R Anderson MD); Mayo Clinic, Rochester, MN, USA (Prof L M Baddour MD, P J Erwin MLS, Prof S E Gabriel MD); University of Auckland, Auckland, New Zealand (S Barker-Collo PhD); Brigham and Women’s Hospital (S Jayaraman MD), Harvard Medical School (D H Bartels BA, Prof S D Colan MD), Harvard Humanitarian Initiative (L M Knowlton MD), School of Public Health (M Miller MD, Prof J A Salomon PhD), Harvard University, Boston, MA, USA (K Bhalla PhD); Global Partners in Anesthesia and Surgery (D Ozgediz MD), Yale University, New Haven, CT, USA (Prof M L Bell PhD); Boston University, Boston, MA, USA (Prof E J Benjamin MD); Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK (D Bennett PhD); Research Institute of Transplantology and Artificial Organs, Moscow State University of Medicine and Dentistry, Moscow, Russia (B Bikbov MD); King Fahad Medical City, Riyadh, Saudi Arabia (A Bin Abdulhak MD, I M Tleyjeh MD); Michigan State University, East Lansing, MI, USA (Prof G Birbeck MD); School of Public Health (T Driscoll PhD), Faculty of Health Sciences (M Fransen PhD), Department of Rheumatology, Northern Clinical School (E Smith PhD), Institute of Bone and Joint Research (Prof L March MD), University of Sydney, Sydney, NSW, Australia (F Blyth PhD, Prof G B Marks PhD, M Cross PhD); Transport and Road Safety Research (S Boufous PhD), National Drug and Alcohol Research Centre (J Singleton MIPH, Prof L Degenhardt PhD), University of New South Wales, Sydney, NSW, Australia (C Bucello BPsych); Great Ormond Street Hospital, London, UK (M Burch MD); Telethon Institute for Child Health Research, Centre for Child Health Research (Prof J Carapetis MBBS), University of Western Australia, Perth, WA, Australia (Prof P Norman MD); National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA (H Chen PhD); Cedars-Sinai Medical Center, Los Angeles, CA, USA (Prof S S Chugh MD, R Havmoeller MD); Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands (L E Coffeng MD); Menzies School of Health Research, Darwin, NT, Australia (S Colquhoun MPH, J Condon PhD); National Health Services, Fife, Edinburgh, UK (M D Connor PhD); University of Edinburgh, Edinburgh, UK (M D Connor, Prof F G R Fowkes FRCPE); University of the Witwatersrand, Johannesburg, South Africa (M D Connor); Loyola University Medical School, Chicago, IL, USA (Prof L T Cooper MD); Department of Epidemiology, School of Public Health Sciences, Wake Forest University, Winston-Salem, NC, USA (M Corriere MD); Mario Negri Institute for Pharmacological Research, Bergamo, Italy (M Cortinovis BiotechD, F Gaspari ChemD, N Perico MD, Prof G Remuzzi MD); Hospital Dr Gustavo N Collado, Puerto Chitre, Panama (K Courville de Vaccaro MD); Victorian Infectious Diseases Reference Laboratory, Melbourne, VIC, Australia (B C Cowie MBBS); University of California, San Diego, San Diego, CA, USA (Prof M H Criqui MD, J Denenberg MA); Schools of Public Health and Medicine (S B Omer MBBS), Emory University, Atlanta, GA, USA (K C Dabhadkar MBBS, A Zabetian MD, K M V Narayan MD); University of Pennsylvania, Philadelphia, PA, USA (N Dahodwala MD); Griffith University, Brisbane, QLD, Australia (Prof D De Leo DSc); Beth Israel Medical Center, New York City, NY, USA (D C Des Jarlais PhD); University of Peradeniya, Peradeniya, Sri Lanka (Prof S D Dharmaratne); Johns Hopkins University, Baltimore, MD, USA (E R Dorsey MD); Hospital Maciel, Montevideo, Uruguay (P Espindola MD); MRC-HPA Centre for Environment and Health, London, UK (Prof M Ezzati PhD); National Institute for Stroke and Applied Neurosciences, Auckland Technical University, Auckland, New Zealand (Prof V Feigin MD, R Krishnamurthi PhD); Royal Life Saving Society, Sydney, NSW, Australia (R Franklin PhD); James Cook University, Townsville, QLD, Australia (K Watt PhD, R Franklin PhD); Howard University College of Medicine, Washington, DC, USA (Prof R F Gillum MD); Brandeis University, Waltham, MA, USA (Y A Halasa DDS, Prof D S Shepard PhD, E A Undurraga PhD); Flinders University, Adelaide, SA, Australia (Prof J E Harrison MBBS); Karolinska University Hospital, Stockholm, Sweden (R Havmoeller MD); King’s College Hospital NHS Trust, King’s College, London, UK (Prof R J Hay DM); Université de Franche-Comté, Besançon, France (Prof B Hoen MD); Centre Hospitalier Régional Universitaire de Basençon, Besançon, France (Prof B Hoen); National School of Tropical Medicine, Baylor College of Medicine, Houston, TX, USA (Prof P J Hotez MD); Monash University, Melbourne, VIC, Australia (D Hoy PhD); George Mason University, Fairfax, VA, USA (K H Jacobsen PhD); All India Institute of Medical Sciences, New Delhi, India (G Karthikeyan MD); Department of Cardiology, Hebrew University Hadassah Medical School, Jerusalem, Israel (Prof A Keren MD); School of Public Health (O Kobusingye MMed), Makerere University, Kampala, Uganda (J Mabweijano MMed); University of South Africa, Johannesburg, South Africa (O Kobusingye MMed); Kwame Nkrumah University of Science and Technology, Kumasi, Ghana (A Koranteng MSc); University of California, San Francisco, San Francisco, CA, USA (M Lipnick MD); University of Miami Miller School of Medicine, Miami, FL, USA (Prof S E Lipshultz MD, Prof R L Sacco MD, Prof J D Wilkinson MD); Mulago Hospital, Kampala, Uganda (J Mabweijano MMed); Centre for International Child Health (A Steer MBBS), Department of Paediatrics, Royal Children’s Hospital (R Weintraub MBBS), University of Melbourne, Melbourne, VIC, Australia (Prof R Marks MBBS); Asian Pacific Society of Cardiology, Kyoto, Japan (A Matsumori MD); Medical Research Council, Tygerberg, South Africa (R Matzopoulos MPhil); Hatter Institute (Prof K Sliwa MD), Department of Medicine (Prof G A Mensah MD), University of Cape Town, Cape Town, South Africa (R Matzopoulos, Prof B M Mayosi DPhil); Legacy Health System, Portland, OR, USA (J H McAnulty MD); Northwestern University Feinberg School of Medicine, Evanston, IL, USA (Prof M M McDermott MD); College of Medicine, Alfaisal University, Riyadh, Saudi Arabia (Prof Z A Memish); University of Otago, Dunedin, New Zealand (T R Merriman PhD); China Medical Board, Boston, MA, USA (C Michaud MD); Pacific Institute for Research and Evaluation, Calverton, MD, USA (T R Miller PhD); National Institute of Health, Maputo, Mozambique (Prof A O Mocumbi MD); University Eduardo Mondlane, Maputo, Mozambique (Prof A O Mocumbi); Columbia University, New York City, NY, USA (A Moran MD); London School of Hygiene and Tropical Medicine, London, UK (Prof K Mulholland MD); Centro Studi GISED, Bergamo, Italy (L Naldi MD); School of Public Health, University of Liverpool, Liverpool, UK (Prof K Nasseri DVM); HRB-Clinical Research Facility, National University of Ireland Galway, Galway, Ireland, UK (M O’Donnell PhD); Deakin University, Melbourne, VIC, Australia (Prof R Osborne PhD); B P Koirala Institute of Health Sciences, Dharan, Nepal (B Pahari MD); Betty Cowan Research and Innovation Center, Ludhiana, India (J D Pandian MD); Hospital Juan XXIII, La Paz, Bolivia (A Panozo Rivero MD); Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico (R Perez Padilla MD); Hospital Universitario Cruces, Barakaldo, Spain (F Perez-Ruiz MD); Brigham Young University, Provo, UT, USA (Prof C A Pope III PhD); Hospital Universitario de Canarias, Tenerife, Spain (E Porrini MD); Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada (F Pourmalek MD); Mason Eye Institute, University of Missouri, Columbia, MO, USA (M Raju PhD); Centre for Addiction and Mental Health, Toronto, ON, Canada (Prof J T Rehm PhD); National Opinion Research Center, University of Chicago, Chicago, IL, USA (D B Rein PhD); Complejo Hospitalario Caja De Seguro Social, Panama City, Panama (F Rodriguez de León MD); Vanderbilt University, Nashville, TN, USA (Prof U Sampson MD); University of Alabama at Birmingham, Birmingham, AL, USA (Prof D C Schwebel PhD); Ministry of Interior, Madrid, Spain (M Segui-Gomez MD); Queens Medical Center, Honolulu, HI, USA (D Singh MD); Drexel University School of Public Health, Philadelphia, PA, USA (J A Taylor PhD); Cincinnati Children’s Hospital, Cincinnati, OH, USA (Prof J A Towbin MD); Department of Neurology, Copenhagen University Hospital, Herlev, Denmark (T Truelsen MD); National University of Singapore, Singapore, (N Venketasubramanian FRCP); Voluntary Health Services, Sneha, Chennai, India (Prof L Vijayakumar MBBS); National Institute for Occupational Safety and Health, Baltimore, MD, USA (G R Wagner MD); Beijing Neurosurgical Institute, Capital Medical University, Beijing, China (Prof W Wang MD); Brown University, Providence, RI, USA (Prof M A Weinstock MD); Royal Cornwall Hospital, Truro, UK (Prof A D Woolf MBBS); London School of Economics, London, UK (P-H Yeh MS); Centre for Suicide Research and Prevention, University of Hong Kong, Hong Kong, China (Prof P Yip PhD); and School of Public Health, Shanghai Jiao Tong University, Shanghai, China (Prof Z-J Zheng MD
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- Corresponding author: Correspondence to: Prof Christopher J L Murray, Institute for Health Metrics and Evaluation, University of Washington, 2301 Fifth Avenue, Suite 600, Seattle, WA 98121, USA,
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Murray CJL, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, Aboyans V, Abraham J, Ackerman I, Aggarwal R, Ahn SY, Ali MK, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Bahalim AN, Barker-Collo S, Barrero LH, Bartels DH, Basáñez MG, Baxter A, Bell ML, Benjamin EJ, Bennett D, Bernabé E, Bhalla K, Bhandari B, Bikbov B, Bin Abdulhak A, Birbeck G, Black JA, Blencowe H, Blore JD, Blyth F, Bolliger I, Bonaventure A, Boufous S, Bourne R, Boussinesq M, Braithwaite T, Brayne C, Bridgett L, Brooker S, Brooks P, Brugha TS, Bryan-Hancock C, Bucello C, Buchbinder R, Buckle G, Budke CM, Burch M, Burney P, Burstein R, Calabria B, Campbell B, Canter CE, Carabin H, Carapetis J, Carmona L, Cella C, Charlson F, Chen H, Cheng ATA, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahiya M, Dahodwala N, Damsere-Derry J, Danaei G, Davis A, De Leo D, Degenhardt L, Dellavalle R, Delossantos A, Denenberg J, Derrett S, Des Jarlais DC, Dharmaratne SD, Dherani M, Diaz-Torne C, Dolk H, Dorsey ER, Driscoll T, Duber H, Ebel B, Edmond K, Elbaz A, Ali SE, Erskine H, Erwin PJ, Espindola P, Ewoigbokhan SE, Farzadfar F, Feigin V, Felson DT, Ferrari A, Ferri CP, Fèvre EM, Finucane MM, Flaxman S, Flood L, Foreman K, Forouzanfar MH, Fowkes FGR, Fransen M, Freeman MK, Gabbe BJ, Gabriel SE, Gakidou E, Ganatra HA, Garcia B, Gaspari F, Gillum RF, Gmel G, Gonzalez-Medina D, Gosselin R, Grainger R, Grant B, Groeger J, Guillemin F, Gunnell D, Gupta R, Haagsma J, Hagan H, Halasa YA, Hall W, Haring D, Haro JM, Harrison JE, Havmoeller R, Hay RJ, Higashi H, Hill C, Hoen B, Hoffman H, Hotez PJ, Hoy D, Huang JJ, Ibeanusi SE, Jacobsen KH, James SL, Jarvis D, Jasrasaria R, Jayaraman S, Johns N, Jonas JB, Karthikeyan G, Kassebaum N, Kawakami N, Keren A, Khoo JP, King CH, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Laden F, Lalloo R, Laslett LL, Lathlean T, Leasher JL, Lee YY, Leigh J, Levinson D, Lim SS, Limb E, Lin JK, Lipnick M, Lipshultz SE, Liu W, Loane M, Ohno SL, Lyons R, Mabweijano J, MacIntyre MF, Malekzadeh R, Mallinger L, Manivannan S, Marcenes W, March L, Margolis DJ, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGill N, McGrath J, Medina-Mora ME, Meltzer M, Mensah GA, Merriman TR, Meyer AC, Miglioli V, Miller M, Miller TR, Mitchell PB, Mock C, Mocumbi AO, Moffitt TE, Mokdad AA, Monasta L, Montico M, Moradi-Lakeh M, Moran A, Morawska L, Mori R, Murdoch ME, Mwaniki MK, Naidoo K, Nair MN, Naldi L, Narayan KMV, Nelson PK, Nelson RG, Nevitt MC, Newton CR, Nolte S, Norman P, Norman R, O'Donnell M, O'Hanlon S, Olives C, Omer SB, Ortblad K, Osborne R, Ozgediz D, Page A, Pahari B, Pandian JD, Rivero AP, Patten SB, Pearce N, Padilla RP, Perez-Ruiz F, Perico N, Pesudovs K, Phillips D, Phillips MR, Pierce K, Pion S, Polanczyk GV, Polinder S, Pope CA, Popova S, Porrini E, Pourmalek F, Prince M, Pullan RL, Ramaiah KD, Ranganathan D, Razavi H, Regan M, Rehm JT, Rein DB, Remuzzi G, Richardson K, Rivara FP, Roberts T, Robinson C, De Leòn FR, Ronfani L, Room R, Rosenfeld LC, Rushton L, Sacco RL, Saha S, Sampson U, Sanchez-Riera L, Sanman E, Schwebel DC, Scott JG, Segui-Gomez M, Shahraz S, Shepard DS, Shin H, Shivakoti R, Singh D, Singh GM, Singh JA, Singleton J, Sleet DA, Sliwa K, Smith E, Smith JL, Stapelberg NJC, Steer A, Steiner T, Stolk WA, Stovner LJ, Sudfeld C, Syed S, Tamburlini G, Tavakkoli M, Taylor HR, Taylor JA, Taylor WJ, Thomas B, Thomson WM, Thurston GD, Tleyjeh IM, Tonelli M, Towbin JA, Truelsen T, Tsilimbaris MK, Ubeda C, Undurraga EA, van der Werf MJ, van Os J, Vavilala MS, Venketasubramanian N, Wang M, Wang W, Watt K, Weatherall DJ, Weinstock MA, Weintraub R, Weisskopf MG, Weissman MM, White RA, Whiteford H, Wiebe N, Wiersma ST, Wilkinson JD, Williams HC, Williams SRM, Witt E, Wolfe F, Woolf AD, Wulf S, Yeh PH, Zaidi AKM, Zheng ZJ, Zonies D, Lopez AD, AlMazroa MA, Memish ZA. 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 2012; 380:2197-223. [PMID: 23245608 DOI: 10.1016/s0140-6736(12)61689-4] [Citation(s) in RCA: 5812] [Impact Index Per Article: 484.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND Measuring disease and injury burden in populations requires a composite metric that captures both premature mortality and the prevalence and severity of ill-health. The 1990 Global Burden of Disease study proposed disability-adjusted life years (DALYs) to measure disease burden. No comprehensive update of disease burden worldwide incorporating a systematic reassessment of disease and injury-specific epidemiology has been done since the 1990 study. We aimed to calculate disease burden worldwide and for 21 regions for 1990, 2005, and 2010 with methods to enable meaningful comparisons over time. METHODS We calculated DALYs as the sum of years of life lost (YLLs) and years lived with disability (YLDs). DALYs were calculated for 291 causes, 20 age groups, both sexes, and for 187 countries, and aggregated to regional and global estimates of disease burden for three points in time with strictly comparable definitions and methods. YLLs were calculated from age-sex-country-time-specific estimates of mortality by cause, with death by standardised lost life expectancy at each age. YLDs were calculated as prevalence of 1160 disabling sequelae, by age, sex, and cause, and weighted by new disability weights for each health state. Neither YLLs nor YLDs were age-weighted or discounted. Uncertainty around cause-specific DALYs was calculated incorporating uncertainty in levels of all-cause mortality, cause-specific mortality, prevalence, and disability weights. FINDINGS Global DALYs remained stable from 1990 (2·503 billion) to 2010 (2·490 billion). Crude DALYs per 1000 decreased by 23% (472 per 1000 to 361 per 1000). An important shift has occurred in DALY composition with the contribution of deaths and disability among children (younger than 5 years of age) declining from 41% of global DALYs in 1990 to 25% in 2010. YLLs typically account for about half of disease burden in more developed regions (high-income Asia Pacific, western Europe, high-income North America, and Australasia), rising to over 80% of DALYs in sub-Saharan Africa. In 1990, 47% of DALYs worldwide were from communicable, maternal, neonatal, and nutritional disorders, 43% from non-communicable diseases, and 10% from injuries. By 2010, this had shifted to 35%, 54%, and 11%, respectively. Ischaemic heart disease was the leading cause of DALYs worldwide in 2010 (up from fourth rank in 1990, increasing by 29%), followed by lower respiratory infections (top rank in 1990; 44% decline in DALYs), stroke (fifth in 1990; 19% increase), diarrhoeal diseases (second in 1990; 51% decrease), and HIV/AIDS (33rd in 1990; 351% increase). Major depressive disorder increased from 15th to 11th rank (37% increase) and road injury from 12th to 10th rank (34% increase). Substantial heterogeneity exists in rankings of leading causes of disease burden among regions. INTERPRETATION Global disease burden has continued to shift away from communicable to non-communicable diseases and from premature death to years lived with disability. In sub-Saharan Africa, however, many communicable, maternal, neonatal, and nutritional disorders remain the dominant causes of disease burden. The rising burden from mental and behavioural disorders, musculoskeletal disorders, and diabetes will impose new challenges on health systems. Regional heterogeneity highlights the importance of understanding local burden of disease and setting goals and targets for the post-2015 agenda taking such patterns into account. Because of improved definitions, methods, and data, these results for 1990 and 2010 supersede all previously published Global Burden of Disease results. FUNDING Bill & Melinda Gates Foundation.
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Faust EA, Gloor G, MacIntyre MF, Nagy R. ATP(GTP)-dependent conversion of MVM parvovirus single-stranded DNA to its replicative form by a purified 10 S species of mouse DNA polymerase alpha. Biochim Biophys Acta 1984; 781:216-24. [PMID: 6704398 DOI: 10.1016/0167-4781(84)90086-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
A species of DNA polymerase alpha that is active in the ATP(GTP)-dependent conversion of MVM parvovirus single-stranded linear DNA to the duplex replicative form has been purified 4300-fold from Ehrlich ascites mouse tumour cells. The single-stranded----replicative form activity is maintained throughout ammonium sulfate precipitation, DEAE-cellulose, phosphocellulose and hydroxyapatite column chromatography and glycerol gradient sedimentation. Polypeptides with Mr = 230 000, 220 000, 183 000, 157 000, 125 000, 70 000, 65 000, 62 000, 57 000, 53 000 and 48 000 copurify with the single-stranded----replicative form activity, which sediments at approx. 10 S. The Mr = 183 000, 157 000 and 125 000 polypeptides exhibit catalytic activity when assayed in situ following SDS-polyacrylamide gel electrophoresis. The 10 S form of DNA polymerase alpha is functionally distinguishable from an 8.4 S form of the enzyme obtained from the same cells on the basis of single-stranded----replicative form activity. The single-stranded----replicative form activity of the 10 S enzyme is stable at 22 degrees C for up to 3 h, but exhibits a half life of only 5 min at 45 degrees C.
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Boyle SM, MacIntyre MF, Sells BH. Polyamine levels in Escherichia coli during nutritional shiftup and exponential growth. Biochim Biophys Acta 1977; 477:221-7. [PMID: 328052 DOI: 10.1016/0005-2787(77)90047-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
At different exponential growth rates obtained either by varying the carbon source of the culture medium or limiting glucose uptake, intracellular levels of putrescine and spermidine were measured. Over a ten-fold increase in growth rate an approximately three-fold increase in putrescine level and a 3.5-fold increase in spermidine level per cell absorbance were observed. Conditions favoring an abrupt alteration in growth rate, such as occur following nutritional shiftup of Escherichia coli, resulted in a significant increase in the intracellular level of putrescine and virtually no change in the spermidine level. Because of the magnitude and the timing of the change in polyamine levels, the hypothesis that polyamines are (the components) responsible for inducing the rapid increase in the rate of RNA synthesis following nutritional shiftup is rejected.
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