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A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: A systematic analysis for the Global Burden of Disease Study 2010

  • Stephen S. Lim
  • , Theo Vos
  • , Abraham D. Flaxman
  • , Goodarz Danaei
  • , Kenji Shibuya
  • , Heather Adair-Rohani
  • , Markus Amann
  • , H. Ross Anderson
  • , Kathryn G. Andrews
  • , Martin Aryee
  • , Charles Atkinson
  • , Loraine J. Bacchus
  • , Adil N. Bahalim
  • , Kalpana Balakrishnan
  • , John Balmes
  • , Suzanne Barker-Collo
  • , Amanda Baxter
  • , Michelle L. Bell
  • , Jed D. Blore
  • , Fiona Blyth
  • Carissa Bonner, Guilherme Borges, Rupert Bourne, Michel Boussinesq, Michael Brauer, Peter Brooks, Nigel G. Bruce, Bert Brunekreef, Claire Bryan-Hancock, Chiara Bucello, Rachelle Buchbinder, Fiona Bull, Richard T. Burnett, Tim E. Byers, Bianca Calabria, Jonathan Carapetis, Emily Carnahan, Zoe Chafe, Fiona Charlson, Honglei Chen, Jian Shen Chen, Andrew Tai Ann Cheng, Jennifer Christine Child, Aaron Cohen, K. Ellicott Colson, Benjamin C. Cowie, Sarah Darby, Susan Darling, Adrian Davis, Louisa Degenhardt, Frank Dentener, Don C. Des Jarlais, Karen Devries, Mukesh Dherani, Eric L. Ding, E. Ray Dorsey, Tim Driscoll, Karen Edmond, Suad Eltahir Ali, Rebecca E. Engell, Patricia J. Erwin, Saman Fahimi, Gail Falder, Farshad Farzadfar, Alize Ferrari, Mariel M. Finucane, Seth Flaxman, Francis Gerry R. Fowkes, Greg Freedman, Michael K. Freeman, Emmanuela Gakidou, Santu Ghosh, Edward Giovannucci, Gerhard Gmel, Kathryn Graham, Rebecca Grainger, Bridget Grant, David Gunnell, Hialy R. Gutierrez, Wayne Hall, Hans W. Hoek, Anthony Hogan, H. Dean Hosgood, Damian Hoy, Howard Hu, Bryan J. Hubbell, Sally J. Hutchings, Sydney E. Ibeanusi, Gemma L. Jacklyn, Rashmi Jasrasaria, Jost B. Jonas, Haidong Kan, John A. Kanis, Nicholas Kassebaum, Norito Kawakami, Young Ho Khang, Shahab Khatibzadeh, Jon Paul Khoo, Cindy Kok, Francine Laden, Ratilal Lalloo, Qing Lan, Tim Lathlean, Janet L. Leasher, James Leigh, Yang Li, John Kent Lin, Steven E. Lipshultz, Stephanie London, Rafael Lozano, Yuan Lu, Joelle Mak, Reza Malekzadeh, Leslie Mallinger, Wagner Marcenes, Lyn March, Robin Marks, Randall Martin, Paul McGale, John McGrath, Sumi Mehta, George A. Mensah, Tony R. Merriman, Renata Micha, Catherine Michaud, Vinod Mishra, Khayriyyah Mohd Hanafiah, Ali A. Mokdad, Lidia Morawska, Dariush Mozaffarian, Tasha Murphy, Mohsen Naghavi, Bruce Neal, Paul K. Nelson, Joan Miquel Nolla, Rosana Norman, Casey Olives, Saad B. Omer, Jessica Orchard, Richard Osborne, Bart Ostro, Andrew Page, Kiran D. Pandey, Charles D.H. Parry, Erin Passmore, Jayadeep Patra, Neil Pearce, Pamela M. Pelizzari, Max Petzold, Michael R. Phillips, Dan Pope, C. Arden Pope, John Powles, Mayuree Rao, Homie Razavi, Eva A. Rehfuess, Jürgen T. Rehm, Beate Ritz, Frederick P. Rivara, Thomas Roberts, Carolyn Robinson, Jose A. Rodriguez-Portales, Isabelle Romieu, Robin Room, Lisa C. Rosenfeld, Ananya Roy, Lesley Rushton, Joshua A. Salomon, Uchechukwu Sampson, Lidia Sanchez-Riera, Ella Sanman, Amir Sapkota, Soraya Seedat, Peilin Shi, Kevin Shield, Rupak Shivakoti, Gitanjali M. Singh, David A. Sleet, Emma Smith, Kirk R. Smith, Nicolas J.C. Stapelberg, Kyle Steenland, Heidi Stöckl, Lars Jacob Stovner, Kurt Straif, Lahn Straney, George D. Thurston, Jimmy H. Tran, Rita Van Dingenen, Aaron Van Donkelaar, J. Lennert Veerman, Lakshmi Vijayakumar, Robert Weintraub, Myrna M. Weissman, Richard A. White, Harvey Whiteford, Steven T. Wiersma, James D. Wilkinson, Hywel C. Williams, Warwick Williams, Nicholas Wilson, Anthony D. Woolf, Paul Yip, Jan M. Zielinski, Alan D. Lopez, Christopher J.L. Murray, Majid Ezzati
  • University of Washington
  • School of Population Health
  • School of Public Health
  • Harvard University
  • National Center for Injry Prevention Control
  • University of California at Berkeley
  • International Institute for Applied Systems Analysis, Laxenburg
  • St. George's Hospital Medical School
  • School of Medicine
  • London School of Hygiene and Tropical Medicine
  • Independent Consultant
  • Sri Ramachandra Institute of Higher Education and Research
  • Queensland Centre for Mental Health Research
  • Yale University
  • The University of Sydney
  • Instituto Nacional de Psiquiatria Ramon de la Fuente
  • Universidad Nacional Autónoma de México
  • Anglia Ruskin University
  • Institut de recherche pour le développement
  • University of British Columbia
  • University of Melbourne
  • University of Liverpool
  • Utrecht University
  • Flinders University
  • University of New South Wales
  • Cabrini Health
  • Monash University
  • University of Western Australia
  • Health Canada
  • Colorado School of Public Health
  • the University of Western Australia
  • National Institutes of Health
  • Institute of Bone and Joint Research
  • Academia Sinica - Institute of Biomedical Sciences
  • Health Effects Institute
  • Victorian Infectious Diseases Reference Laboratory
  • University of Oxford
  • MRC Hearing and Communication Group
  • Centre for Health Policy, Programs and Economics
  • European Commission
  • Continuum Health Partners, Inc.
  • Johns Hopkins University
  • Federal Ministry of Health, Sudan
  • Mayo Clinic Rochester, MN
  • University of Cambridge
  • The University of Auckland
  • Tehran University of Medical Sciences
  • Department of Biostatistics
  • Carnegie Mellon University
  • University of Edinburgh
  • Addiction Switzerland
  • University of Toronto
  • University of Otago
  • University of Bristol
  • Columbia University
  • University of Queensland
  • Parnassia Bavo Groep
  • Australian National University
  • Albert Einstein College of Medicine
  • United States Environmental Protection Agency
  • Imperial College London
  • University of Port Harcourt
  • Heidelberg University 
  • Fudan University
  • University of Sheffield
  • Department of Anesthesiology and Pain Medicine
  • The University of Tokyo
  • University of Ulsan
  • Department of Epidemiology
  • Spinal Cord Injury Network
  • School of Dentistry and Oral Health
  • Population and Social Health Research Program
  • Nova Southeastern University
  • National Center for Injry Prevention and Control
  • Critical Care and Trauma Division
  • Digestive Disease Research Center
  • Queen Mary University of London
  • Dalhousie University
  • Brain Institute
  • Global Alliance for Clean Cookstoves
  • University of Cape Town
  • Agricultural University of Athens
  • China Medical Board
  • United Nations
  • Queensland University of Technology
  • Medical School
  • The George Institute for Global Health
  • Rheumatology Department
  • Emory University
  • Deakin University
  • State of California
  • World Bank
  • South African Medical Research Council
  • United States Department of Health and Human Services
  • University of Gothenburg
  • Shanghai Jiao Tong University
  • Brigham Young University
  • Institute of Public Health
  • Center for Disease Analysis
  • Ludwig Maximilian University of Munich
  • World Baank
  • University of California at Los Angeles
  • University of California at San Francisco
  • Pontificia Universidad Católica de Chile
  • International Agency for Research on Cancer
  • Box Hill Hospital
  • Rutgers - The State University of New Jersey, New Brunswick
  • Vanderbilt University
  • L'Hospitalet Del Llobregat
  • Stellenbosch University
  • Centers for Disease Control and Prevention
  • Griffith University Queensland
  • Norwegian University of Science and Technology
  • New York University
  • Voluntary Health Services
  • Murdoch Children's Research Institute
  • University of Maryland, Baltimore
  • University of Miami
  • University of Nottingham
  • Australian Government Department of Human Services
  • Royal Cornwall Hospitals NHS Trust
  • The University of Hong Kong

Research output: Contribution to journalArticlepeer-review

9993 Scopus citations

Abstract

Background Quantification of the disease burden caused by different risks informs prevention by providing an account of health loss different to that provided by a disease-by-disease analysis. No complete revision of global disease burden caused by risk factors has been done since a comparative risk assessment in 2000, and no previous analysis has assessed changes in burden attributable to risk factors over time. Methods We estimated deaths and disability-adjusted life years; DALYs; sum of years lived with disability [YLD] and years of life lost [YLL]) attributable to the independent effects of 67 risk factors and clusters of risk factors for 21 regions in 1990 and 2010. We estimated exposure distributions for each year, region, sex, and age group, and relative risks per unit of exposure by systematically reviewing and synthesising published and unpublished data. We used these estimates, together with estimates of cause-specific deaths and DALYs from the Global Burden of Disease Study 2010, to calculate the burden attributable to each risk factor exposure compared with the theoretical-minimum-risk exposure. We incorporated uncertainty in disease burden, relative risks, and exposures into our estimates of attributable burden. Findings In 2010, the three leading risk factors for global disease burden were high blood pressure (7 0% [95% uncertainty interval 6 2-7 7] of global DALYs); tobacco smoking including second-hand smoke (6 3% [5 5-7 0]), and alcohol use (5 5% [5 0-5 9]). In 1990, the leading risks were childhood underweight (7 9% [6 8-9 4]), household air pollution from solid fuels; (HAP; 7 0% [5 6-8 3]), and tobacco smoking including second-hand smoke (6 1% [5 4-6 8]). Dietary risk factors and physical inactivity collectively accounted for 10 0% (95% UI 9 2-10 8) of global DALYs in 2010, with the most prominent dietary risks being diets low in fruits and those high in sodium. Several risks that primarily affect childhood communicable diseases, including unimproved water and sanitation and childhood micronutrient deficiencies, fell in rank between 1990 and 2010, with unimproved water ' and sanitation accounting for 0 9% (0 4-1 6) of global DALYs in 2010. However, in most of sub-Saharan Africa childhood underweight, HAP, and non-exclusive and discontinued breastfeeding were the leading risks in 2010, while HAP was the leading risk in south Asia. The leading risk factor in Eastern Europe, most of Latin America, and southern sub-Saharan Africa in 2010 was alcohol use; in most of Asia, North Africa and Middle East, and central Europe it was high blood pressure. Despite declines, tobacco smoking including second-hand smoke remained the leading risk in high-income north America and western Europe. High body-mass index has increased globally and it is the leading risk in Australasia and southern Latin America, and also ranks high in other high-income regions, North Africa and Middle East, and Oceania. Interpretation Worldwide, the contribution of different risk factors to disease burden has changed substantially, with a shift away from risks for communicable diseases in children towards those for non-communicable diseases in adults. These changes are related to the ageing population, decreased mortality among children younger than 5 years, changes in cause-of-death composition, and changes in risk factor exposures. New evidence has led to changes in the magnitude of key risks including unimproved water and sanitation, vitamin A and zinc deficiencies, and ambient particulate matter pollution. The extent to which the epidemiological shift has occurred and what the leading risks currently are varies greatly across regions. In much of sub-Saharan Africa, the leading risks are still those associated with poverty and those that affect children.

Original languageEnglish
Pages (from-to)2224-2260
Number of pages37
JournalThe Lancet
Volume380
Issue number9859
DOIs
StatePublished - Dec 2012

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