Article (Scientific journals)
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.
Global Burden of Disease Cancer Collaboration; Fitzmaurice, Christina; Allen, Christine et al.
2017In JAMA Oncology, 3 (4), p. 524-548
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Keywords :
Age Distribution; Female; Global Burden of Disease/trends; Humans; Incidence; Male; Neoplasms/epidemiology; Sex Distribution; Time Factors
Abstract :
[en] 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.
Disciplines :
Neurology
Author, co-author :
Global Burden of Disease Cancer Collaboration
Fitzmaurice, Christina;  Division of Hematology, Department of Medicine, University of Washington, Seattle2Institute for Health Metrics and Evaluation, University of Washington, Seattle
Allen, Christine;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Barber, Ryan M;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Barregard, Lars;  University of Gothenburg, Gothenburg, Sweden
Bhutta, Zulfiqar A;  Aga Khan University, Pakistan
Brenner, Hermann;  German Cancer Research Center, Heidelberg, Germany
Dicker, Daniel J;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Chimed-Orchir, Odgerel;  University of Occupational and Environmental Health, Fukuoka, Japan
Dandona, Rakhi;  Public Health Foundation of India, New Delhi, India
Dandona, Lalit;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Fleming, Tom;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Forouzanfar, Mohammad H;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Hancock, Jamie;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Hay, Roderick J;  International Foundation for Dermatology, London, England
Hunter-Merrill, Rachel;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Huynh, Chantal;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Hosgood, H Dean;  Department of Epidemiology and Population Health, Global Health Center, Albert Einstein College of Medicine, New York, New York
Johnson, Catherine O;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Jonas, Jost B;  Department of Ophthalmology, Ruprecht-Karls-University Heidelberg, Mannheim, Germany
Khubchandani, Jagdish;  Ball State University, Muncie, Indiana
Kumar, G Anil;  Public Health Foundation of India, New Delhi, India
Kutz, Michael;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Lan, Qing;  National Cancer Institute, Rockville, Maryland
Larson, Heidi J;  London School of Hygiene and Tropical Medicine, London, England
Liang, Xiaofeng;  Chinese Center for Disease Control and Prevention, Beijing, China
Lim, Stephen S;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Lopez, Alan D;  School of Population and Global Health, University of Melbourne, Melbourne, Australia
MacIntyre, Michael F;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Marczak, Laurie;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Marquez, Neal;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Mokdad, Ali H;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Pinho, Christine;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Pourmalek, Farshad;  University of British Columbia, Vancouver, British Columbia
Salomon, Joshua A;  Department of Global Health and Population, Harvard University, Cambridge, Massachusetts
Sanabria, Juan Ramon;  School of Medicine, Marshall University, Huntington, West Virginia
Sandar, Logan;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Sartorius, Benn;  University of KwaZulu-Natal, Durban, South Africa
Schwartz, Stephen M;  Fred Hutchinson Cancer Research Center, Seattle, Washington
Shackelford, Katya A;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Shibuya, Kenji;  University of Tokyo, Tokyo, Japan
Stanaway, Jeff;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Steiner, Caitlyn;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Sun, Jiandong;  Queensland University of Technology, Brisbane, Queensland, Australia
Takahashi, Ken;  University of Occupational and Environmental Health, Kitakyushu, Fukuoka, Japan
Vollset, Stein Emil;  Norwegian Institute of Public Health, Bergen, Norway
Vos, Theo;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Wagner, Joseph A;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Wang, Haidong;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Westerman, Ronny;  Federal Institute for Population Research, Hessen, Germany
Zeeb, Hajo;  Leibniz Institute for Prevention Research and Epidemiology, Bremen, Germany
Zoeckler, Leo;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Abd-Allah, Foad;  Department of Neurology, Cairo University, Cairo, Egypt
Ahmed, Muktar Beshir;  College of Health Sciences, Department of Epidemiology, Jimma University, Jimma, Ethiopia
Alabed, Samer;  College of Health Sciences, Department of Epidemiology, University of Sheffield, Sheffield, England
Alam, Noore K;  Queensland Health Herston, Brisbane, Queensland, Australia
Aldhahri, Saleh Fahed;  Department of Otolaryngology-Head and Neck Surgery, King Saud University, Riyadh, Saudi Arabia
Alem, Girma;  Debre Markos University, Debre Markos, Ethiopia
Alemayohu, Mulubirhan Assefa;  School of Public Health, Mekelle University, Mekelle, Ethiopia
Ali, Raghib;  Cancer Epidemiology Unit, University of Oxford, Oxford, England
Al-Raddadi, Rajaa;  Public Health Directorate, Department of Preventive Medicine, Ministry of Health, Jeddah, Makkah, Saudi Arabia
Amare, Azmeraw;  School of Medicine, University of Adelaide, Adelaide, Australia37Bahir Dar University, College of Medicine and Health Sciences, Bahir Dar, Ethiopia
Amoako, Yaw;  Department of Medicine, Komfo Anokye Teaching Hospital Ghana, Kumasi, Ghana
Artaman, Al;  Department of Community Health Science, University of Manitoba, Winnipeg, Manitoba, Canada
Asayesh, Hamid;  Department of Medical Emergency, School of Paramedic, Qom University of Medical Sciences, Qom, Iran
Atnafu, Niguse;  College of Medicine and Health Sciences, Department of Nursing, Mizan Tepi University, Mizan Teferi, Ethiopia
Awasthi, Ashish;  Department of Biostatistics, Nayati Multi Super Speciality Hospital, Mathura, India
Saleem, Huda Ba;  Department of Community Medicine, Aden Cancer Registry, and Research Center Faculty of Medicine and Health Sciences, Aden University, Aden, Yemen
Barac, Aleksandra;  Clinic for Infectious and Tropical Diseases, Clinical Center of Serbia, Faculty of Medicine University of Belgrade, Belgrade, Serbia
Bedi, Neeraj;  Department of Epidemiology, Tropical Disease Unit, College of Public Health and Tropical Medicine, Jazan, Saudi Arabia
Bensenor, Isabela;  Department of Internal Medicine, University of São Paul, São Paul, Brazil
Berhane, Adugnaw;  College of Health Sciences, Debre Berhan University, Debre Berhan, Ethiopia
Bernabé, Eduardo;  Division of Population and Patient Health, King's College London Dental Institute, London, England
Betsu, Balem;  Mekelle University, Tigray, Ethiopia
Binagwaho, Agnes;  University of Global Health Equit, Kigali, Rwanda51Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Cambridge, Massachusetts
Boneya, Dube;  Debre Markos University, Debre Markos, Ethiopia
Campos-Nonato, Ismael;  National Institute of Public Health, Morelos, Mexico
Castañeda-Orjuela, Carlos;  Instituto Nacional de Salud Bogota, Bogota, Colombia
Catalá-López, Ferrán;  Department of Medicine, University of Valencia/INCLIVA Health Research Institute and CIBERSAM, Valencia, Spain55Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
Chiang, Peggy;  Clinical Governance Unit, Gold Coast Health, Southport, Queensland, Australia
Chibueze, Chioma;  National Center for Child Health and Development, Tokyo, Japan
Chitheer, Abdulaal;  Ministry of Health, Baghdad, Iraq
Choi, Jee-Young;  Seoul National University Hospital, Seoul, South Korea
Cowie, Benjamin;  WHO Collaborating Centre for Viral Hepatitis, Doherty Institute, Melbourne, Australia
Damtew, Solomon;  School of Public Health, College of Health Sciences and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia
das Neves, José;  i3S-Instituto de Investigação e Inovação em Saúde, University of Porto, Porto, Portugal
Dey, Suhojit;  Indian Institute of Public Health-Delhi, Public Health Foundation of India, Gurgaon, India
Dharmaratne, Samath;  Department of Community Medicine, Faculty of Medicine, University of Peradeniya, Peradeniya, Sri Lanka
Dhillon, Preet;  Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, India
Ding, Eric;  Department of Nutrition, Harvard University, Boston, Massachusetts
Driscoll, Tim;  Sydney School of Public Health, University of Sydney, Sydney, New South Wales, Australia
Ekwueme, Donatus;  Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
Endries, Aman Yesuf;  Arba Minch University, Arba Minch, Ethiopia
Farvid, Maryam;  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
Farzadfar, Farshad;  Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
Fernandes, Joao;  Center for Biotechnology and Fine Chemistry-Associate Laboratory, Faculty of Biotechnology, Catholic University of Portugal, Porto, Portugal
Fischer, Florian;  Bielefeld University, Bielefeld, Germany
G/Hiwot, Tsegaye Tewelde;  Department of Epidemiology and Biostatistics, Jimma University, Jimma, Ethiopia
Gebru, Alemseged;  Mekelle University, Mekelle, Ethiopia
Gopalani, Sameer;  Government of the Federated States of Micronesia, Palikir, Federated States of Micronesia
Hailu, Alemayehu;  Addis Ababa University, Addis Ababa, Ethiopia
Horino, Masako;  Nevada Division of Public and Behavioral Health, Carson City
Horita, Nobuyuki;  Yokohama City University Graduate School of Medicine, Yokohama, Japan
Husseini, Abdullatif;  Institute of Community and Public Health, Birzeit University, Birzeit, Palestine
Huybrechts, Inge;  International Agency for Research on Cancer, Lyon, France
Inoue, Manami;  University of Tokyo, Tokyo, Japan
Islami, Farhad;  Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
Jakovljevic, Mihajlo;  University of Kragujevac, Kragujevac, Serbia
James, Spencer;  Emergency Medicine, Denver Health/University of Colorado, Denver
Javanbakht, Mehdi;  Health Economics Group, Institute of Health and Society, Newcastle University, Newcastle Upon Tyne, England
Jee, Sun Ha;  Yonsei University, Seoul, South Korea
Kasaeian, Amir;  Hematology-Oncology and Stem Cell Transplantation Research Center, Tehran University of Medical Sciences, Tehran, Iran
Kedir, Muktar Sano;  Department of Pharmacy, College of Health Sciences, Mizan Tepi University, Mizan Teferi, Ethiopia
Khader, Yousef S;  Department of Community Medicine, Public Health and Family Medicine, Jordan University of Science and Technology Irbid, Irbid, Jordan
Khang, Young-Ho;  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
Kim, Daniel;  Department of Health Science, Northeastern University, Boston, Massachusetts
Leigh, James;  Asbestos Disease Research Institute, University of Sydney, Sydney, Australia
Linn, Shai;  School of Public Health, Faculty of Social Welfare and Health, University of Haifa, Haifa, Israel
Lunevicius, Raimundas;  Aintree University Hospital National Health Service Foundation Trust, Liverpool, England
El Razek, Hassan Magdy Abd;  Surgery Department, Mansoura Faculty of Medicine, Mansoura, Egypt
Malekzadeh, Reza;  Non-Communicable Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
Malta, Deborah Carvalho;  Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
Marcenes, Wagner;  Division of Population and Patient Health, King's College London Dental Institute, London, England
Markos, Desalegn;  College of Health Sciences, Arsi University, Assela, Ethiopia
Melaku, Yohannes A;  Mekelle University, Mekelle, Ethiopia
Meles, Kidanu G;  Department of Epidemiology, College of Health Science, School of Public Health, Mekelle University, Mekelle, Ethiopia
Mendoza, Walter;  Peru Country Office, United Nations Population Fund, Lima, Peru
Mengiste, Desalegn Tadese;  Mekelle University, Mekelle, Ethiopia
Meretoja, Tuomo J;  Comprehensive Cancer Center, Breast Surgery Unit, Helsinki University Hospital, Helsinki, Finland
Miller, Ted R;  Pacific Institute for Research and Evaluation, Calverton, Maryland105Center for Population Health Research, The Curtin University, Calverton, Maryland
Mohammad, Karzan Abdulmuhsin;  Faculty of Education, Ishik University, Erbil, Iraq107Faculty of Education, University of Salahaddin, Erbil, Iraq
Mohammadi, Alireza;  Neuroscience Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
Mohammed, Shafiu;  Ahmadu Bello University, Zaria, Nigeria
Moradi-Lakeh, Maziar;  Department of Community Medicine, Preventive Medicine and Public Health Research Center, Iran University of Medical Sciences, Tehran, Iran
Nagel, Gabriele;  Ulm University, Ulm, Germany
Nand, Devina;  Ministry of Health, Suva, Fiji
Le Nguyen, Quyen;  Duy Tan University, Da Nang Vietnam
Nolte, Sandra;  Charité Universitätsmedizin, Berlin, Germany
Ogbo, Felix A;  Centre for Health Research, Western Sydney University, Sydney, Australia
Oladimeji, Kelechi E;  Department of Public Health Medicine, College of Health Science, Howard College Campus, University of KwaZulu-Natal, Durban, South Africa
Oren, Eyal;  Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health University of Arizona, Tucson
Pa, Mahesh;  Department of Pulmonary Medicine, JSS Medical College, JSS University, Mysore, India
Park, Eun-Kee;  Kosin University, Busan, South Korea
Pereira, David M;  Universidade do Porto, Porto, Portugal
Plass, Dietrich;  Department of Environmental Hygiene, German Environment Agency, Berlin, Germany
Qorbani, Mostafa;  Alborz University of Medical Sciences, Karaj, Iran
Radfar, Amir;  College of Graduate Heath Study, A. T. Still University, Kirksville, Missouri
Rafay, Anwar;  Epidemiology and Biostatistics, Contech International Health Consultants, Lahore Pakistan
Rahman, Mahfuzar;  BRAC, Dhaka, Bangladesh
Rana, Saleem M;  Contech School of Public Health, Lahore, Pakistan
Søreide, Kjetil;  Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway128Department of Clinical Medicine, University of Bergen, Bergen, Norway
Satpathy, Maheswar;  Jai Prakash Narayan Apex Trauma Centre, All India Institute of Medical Sciences, New Delhi, India
Sawhney, Monika;  Department of Public Health, College of Health Professions, Marshall University, Huntington, West Virginia
Sepanlou, Sadaf G;  Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
Shaikh, Masood Ali;  Independent consultant, Karachi Pakistan
She, Jun;  Fudan University Shanghai, China
Shiue, Ivy;  Northumbria University, Newcastle Upon Tyne, England
Shore, Hirbo Roba;  College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
Shrime, Mark G;  Program in Global Surgery and Social Change, Harvard Medical School, Boston, Massachusetts
So, Samuel;  Asian Liver Center, Stanford University, Palo Alto, California
Soneji, Samir;  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
Stathopoulou, Vasiliki;  Attikon University Hospital, Athens, Greece
Stroumpoulis, Konstantinos;  Alexandra General Hospital of Athens, Athens, Greece
Sufiyan, Muawiyyah Babale;  Department of Community Medicine Faculty of Medicine, Ahmadu Bello University, Zaria, Nigeria
Sykes, Bryan L;  Department of Criminology, Law & Society, University of California Irvine, Irvine
Tabarés-Seisdedos, Rafael;  Department of Medicine, University of Valencia/INCLIVA Health Research Institute and CIBERSAM, Valencia, Spain
Tadese, Fentaw;  Department of Public Health, Wollo University, Dessie, Ethiopia
Tedla, Bemnet Amare;  University of Gondar, Gondar, Ethiopia
Tessema, Gizachew Assefa;  Institute of Public Health, University of Gondar, Gondar, Ethiopia147School of Public Health, University of Adelaide, Adelaide, Australia
Thakur, J S;  Post Graduate Institute of Medical Education and Research, Chandigarh, India
Tran, Bach Xuan;  Johns Hopkins University Baltimore, Maryland
Ukwaja, Kingsley Nnanna;  Department of Medicine, Federal Teaching Hospital, Abakaliki Nigeria
Uzochukwu, Benjamin S Chudi;  Institute of Public Health, College of Medicine, University of Nigeria Nsukka, Enugu, Nigeria
Vlassov, Vasiliy Victorovich;  Center for Health Policy, National Research University, Higher School of Economics, Moscow, Russia
Weiderpass, Elisabete;  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
Wubshet Terefe, Mamo;  Department of Public Health, St. Paul's Hospital Millenium Medical College, Addis Ababa, Ethiopia
Yebyo, Henock Gebremedhin;  Mekelle University, Mekelle, Ethiopia
Yimam, Hassen Hamid;  Mizan Tepi University, Mizan Teferi, Ethiopia
Yonemoto, Naohiro;  Kyoto University, Kyoto, Japan
Younis, Mustafa Z;  Department of Health Policy and Management, Jackson State University, Jackson, Mississippi
Yu, Chuanhua;  Wuhan University, Wuhan, Hubei, China
Zaidi, Zoubida;  Department of Epidemiology, University Hospital of Setif, Algeria
Zaki, Maysaa El Sayed;  Clinical Pathology Department, Mansoura Faculty of Medicine, Mansoura, Egypt
Zenebe, Zerihun Menlkalew;  College of Health Sciences, Department of Midwidery, Mekelle University, Mekelle, Ethiopia
Murray, Christopher J L;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Naghavi, Mohsen;  Institute for Health Metrics and Evaluation, University of Washington, Seattle
Khosravi, Mohammad Hossein  ;  Université de Liège - ULiège > Faculté de Médecine > Doct. sc. méd. (paysage) ; ULiège - Université de Liège > GIGA-Consciousness > Coma Science Group
More authors (177 more) Less
Language :
English
Title :
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.
Publication date :
01 April 2017
Journal title :
JAMA Oncology
ISSN :
2374-2437
eISSN :
2374-2445
Publisher :
American Medical Association, United States
Volume :
3
Issue :
4
Pages :
524-548
Peer reviewed :
Peer Reviewed verified by ORBi
Funding text :
The Institute for Health Metrics and Evaluation received funding from the Bill and Melinda Gates Foundation. Dr Fitzmaurice was supported by National Institutes of Health grant 5T32HL007093-40.
Available on ORBi :
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