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

Theo Vos, Abraham D. Flaxman, Mohsen Naghavi, Rafael Lozano, Catherine Michaud, Majid Ezzati, Kenji Shibuya, Joshua A. Salomon, Safa Abdalla, Victor Aboyans, Jerry Abraham, Ilana Ackerman, Rakesh Aggarwal, Stephanie Y. Ahn, Mohammed K. Ali, Miriam Alvarado, H. Ross Anderson, Laurie M. Anderson, Kathryn G. Andrews, Charles AtkinsonLarry M. Baddour, Adil N. Bahalim, Suzanne Barker-Collo, Lope H. Barrero, David H. Bartels, Maria Gloria Basáñez, Amanda Baxter, Michelle L. Bell, Emelia J. Benjamin, Derrick Bennett, Eduardo Bernabé, Kavi Bhalla, Bishal Bhandari, Boris Bikbov, Aref Bin Abdulhak, Gretchen Birbeck, James A. Black, Hannah Blencowe, Jed D. Blore, Fiona Blyth, Ian Bolliger, Audrey Bonaventure, Soufiane Boufous, Rupert Bourne, Michel Boussinesq, Tasanee Braithwaite, Carol Brayne, Lisa Bridgett, Simon Brooker, Peter Brooks, Traolach S. Brugha, Claire Bryan-Hancock, Chiara Bucello, Rachelle Buchbinder, Geoffrey Buckle, Christine M. Budke, Michael Burch, Peter Burney, Roy Burstein, Bianca Calabria, Benjamin Campbell, Charles E. Canter, Hélène Carabin, Jonathan Carapetis, Loreto Carmona, Claudia Cella, Fiona Charlson, Honglei Chen, Andrew Tai Ann Cheng, David Chou, Sumeet S. Chugh, Luc E. Coffeng, Steven D. Colan, Samantha Colquhoun, K. Ellicott Colson, John Condon, Myles D. Connor, Leslie T. Cooper, Matthew Corriere, Monica Cortinovis, Karen Courville De Vaccaro, William Couser, Benjamin C. Cowie, Michael H. Criqui, Marita Cross, Kaustubh C. Dabhadkar, Manu Dahiya, Nabila Dahodwala, James Damsere-Derry, Goodarz Danaei, Adrian Davis, Diego De Leo, Louisa Degenhardt, Robert Dellavalle, Allyne Delossantos, Julie Denenberg, Sarah Derrett, Don C. Des Jarlais, Samath D. Dharmaratne, Mukesh Dherani, Cesar Diaz-Torne, Helen Dolk, E. Ray Dorsey, Tim Driscoll, Herbert Duber, Beth Ebel, Karen Edmond, Alexis Elbaz, Suad Eltahir Ali, Holly Erskine, Patricia J. Erwin, Patricia Espindola, Stalin E. Ewoigbokhan, Farshad Farzadfar, Valery Feigin, David T. Felson, Alize Ferrari, Cleusa P. Ferri, Eric M. Fèvre, Mariel M. Finucane, Seth Flaxman, Louise Flood, Kyle Foreman, Mohammad H. Forouzanfar, Francis Gerry R Fowkes, Richard Franklin, Marlene Fransen, Michael K. Freeman, Belinda J. Gabbe, Sherine E. Gabriel, Emmanuela Gakidou, Hammad A. Ganatra, Bianca Garcia, Flavio Gaspari, Richard F. Gillum, Gerhard Gmel, Dieg Gonzalez-Medina, Richard Gosselin, Rebecca Grainger, Bridge Grant, Justina Groeger, Francis Guillemin, David Gunnell, Ramyani Gupta, Juanita Haagsma, Holly Hagan, Yara A. Halasa, Wayne Hall, Diana Haring, Josep Maria Haro, James E. Harrison, Rasmus Havmoeller, Roderick J. Hay, Hideki Higashi, Catherine Hill, Bruno Hoen, Howard Hoffman, Peter J. Hotez, Damian Hoy, John J. Huang, Sydney E. Ibeanusi, Kathryn H. Jacobsen, Spencer L. James, Deborah Jarvis, Rashmi Jasrasaria, Sudha Jayaraman, Nicole Johns, Jost B. Jonas, Ganesan Karthikeyan, Nicholas Kassebaum, Norito Kawakami, Andre Keren, Jon Paul Khoo, Charles H. King, Lisa Marie Knowlton, Olive Kobusingye, Adofo Koranteng, Rita Krishnamurthi, Francin Laden, Ratilal Lalloo, Laura L. Laslett, Tim Lathlean, Janet L. Leasher, Yong Yi Lee, James Leigh, Daphn Levinson, Stephen S. Lim, Elizabeth Limb, John Kent Lin, Michael Lipnick, Steven E. Lipshultz, Wei Liu, Maria Loane, Summer Lockett Ohno, Ronan Lyons, Jixiang Ma, Jacqueline Mabweijano, Michael F. MacIntyre, Reza Malekzadeh, Leslie Mallinger, Sivabalan Manivannan, Wagner Marcenes, Lyn March, David J. Margolis, Guy B. Marks, Robin Marks, Akira Matsumori, Richard Matzopoulos, Bongani M. Mayosi, John H. McAnulty, Mary M. McDermott, Neil McGill, John McGrath, Maria Elena Medina-Mora, Michele Meltzer, George A. Mensah, Tony R. Merriman, Ana Claire Meyer, Valeria Miglioli, Matthew Miller, Ted R. Miller, Philip B. Mitchell, Charles Mock, Ana Olga Mocumbi, Terrie E. Moffitt, Ali A. Mokdad, Lorenzo Monasta, Marcella Montico, Andrew Moran, Lidia Morawska, Rintaro Mori, Michele E. Murdoch, Michael K. Mwaniki, Kovin Naidoo, M. Nathan Nair, Luigi Naldi, K. M Venkat Narayan, Paul K. Nelson, Robert G. Nelson, Michael C. Nevitt, Charles R. Newton, Sandra Nolte, Paul Norman, Rosana Norman, Martin O'Donnell, Simon O'Hanlon, Casey Olives, Saad B. Omer, Katrina Ortblad, Richard Osborne, Doruk Ozgediz, Andrew Page, Bishnu Pahari, Jeyaraj Durai Pandian, Andrea Panozo Rivero, Scott B. Patten, Neil Pearce, Rogelio Perez Padilla, Fernando Perez-Ruiz, Norberto Perico, Konrad Pesudovs, David Phillips, Michael R. Phillips, Kelsey Pierce, Sébastien Pion, Guilherme V. Polanczyk, Suzanne Polinder, C. Arden Pope, Svetlana Popova, Esteban Porrini, Farshad Pourmalek, Martin Prince, Rachel L. Pullan, Kapa D. Ramaiah, Dharani Ranganathan, Homie Razavi, Mathilda Regan, Jürgen T. Rehm, David B. Rein, Guiseppe Remuzzi, Kathryn Richardson, Frederick P. Rivara, Thomas Roberts, Carolyn Robinson, Felipe Rodriguez De Leòn, Luca Ronfani, Robin Room, Lisa C. Rosenfeld, Lesley Rushton, Ralph L. Sacco, Sukanta Saha, Uchechukwu Sampson, Lidia Sanchez-Riera, Ella Sanman, David C. Schwebel, James Graham Scott, Maria Segui-Gomez, Saeid Shahraz, Donald S. Shepard, Hwashin Shin, Rupak Shivakoti, David Singh, Gitanjali M. Singh, Jasvinder A. Singh, Jessica Singleton, David A. Sleet, Karen Sliwa, Emma Smith, Jennifer L. Smith, Nicolas J C Stapelberg, Andrew Steer, Timothy Steiner, Wilma A. Stolk, Lars Jacob Stovner, Christopher Sudfeld, Sana Syed, Giorgio Tamburlini, Mohammad Tavakkoli, Hugh R. Taylor, Jennifer A. Taylor, William J. Taylor, Bernadette Thomas, W. Murray Thomson, George D. Thurston, Imad M. Tleyjeh, Marcello Tonelli, Jeffrey A. Towbin, Thomas Truelsen, Miltiadis K. Tsilimbaris, Clotilde Ubeda, Eduardo A. Undurraga, Marieke J. Van Der Werf, Jim Van Os, Monica S. Vavilala, N. Venketasubramanian, Mengru Wang, Wenzhi Wang, Kerrianne Watt, David J. Weatherall, Martin A. Weinstock, Robert Weintraub, Marc G. Weisskopf, Myrna M. Weissman, Richard A. White, Harvey Whiteford, Natasha Wiebe, Steven T. Wiersma, James D. Wilkinson, Hywel C. Williams, Sean R M Williams, Emma Witt, Frederick Wolfe, Anthony D. Woolf, Sarah Wulf, Pon Hsiu Yeh, Anita K M Zaidi, Zhi Jie Zheng, David Zonies, Alan D. Lopez, Christopher J L Murray, Maziar Moradi-Lakeh

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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 eff ort 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. Eff ective and aff ordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world.

Original languageEnglish (US)
Pages (from-to)2163-2196
Number of pages34
JournalThe Lancet
Volume380
Issue number9859
DOIs
StatePublished - 2012

Funding

The following individuals would like to acknowledge various forms of institutional support. J P Abraham, B Bartels, and P Yeh recognize the support of the World Bank Global Road Safety Facility and Department of Global Health & Population, Harvard School of Public Health, and the World Health Organization Violence and Injury Prevention. B Bikbov acknowledges support from the Moscow State University of Medicine and Dentistry, Moscow, Russia; Academician V.I. Shumakov Federal Research Center of Transplantology and Artificial Organs, Moscow, Russia; International Society of Nephrology. R Bourne acknowledges the Vision & Eye Research Unit, Postgraduate Medical Institute, Anglia Ruskin University, Cambridge, UK. S Brooker is supported by a Wellcome Trust Senior Fellowship in Basic Biomedical Science (098045) . T S Brugha received funding from the Department of Health London, for the National Health Service Information Centre, by the University of Leicester. R Buchbinder is partially funded by an Australian National Health and Medical Research Council (NHMRC) Practitioner Fellowship, Monash University and Cabrini Health. P Burney and D Jarvis acknowledge that the Chronic Respiratory Disease Group received support from the BUPA Foundation, who had no role in study design, data collection and analysis, interpretation of data, decision to publish, or preparation of the manuscript. C Cella, M Cortinovis, F Gaspari, V Miglioli, and N Perico on behalf of the entire Genitourinary Expert Group acknowledge the International Society of Nephrology (ISN). H Chen acknowledges that his participation in this study was in part supported by the intramural research program of the NIH, the National Institute of Environmental Health Sciences. L E Coffeng and W A Stolk received financial support from the Africa Programme for Onchocerciasis Control (WHO/APOC) for their work on onchocerciasis. B C Cowie received institutional support from the Victorian Infectious Diseases Reference Laboratory, Melbourne, Australia. M Cross and L March acknowledge the University of Sydney (USYD); Institute of Bone and Joint Research, University of Sydney, Department of Rheumatology, Royal North Shore Hospital, St Leonards NSW 2065 Australia. N Dahodwala was supported by NIH grant K23 AG034236 and the Parkinson Council while working on this project. L Degenhardt is supported by an Australian NHMRC Senior Research Fellowship and funding to support her work for illicit drug dependence was provided by the Australian National Drug and Alcohol Research Centre of the University of New South Wales, Australia. R Dellavalle was supported by the US Department of Veterans Affairs while contributing to this study. S Derrett acknowledges the Health Research Council of New Zealand and the University of Otago for their support. V Feigin and R Krishnamurthi were supported by the National Institute for Stroke and Applied Neurosciences, AUT University. E Fevre acknowledges the Wellcome Trust for grant 085308 . W Hall was supported by an NHMRC Australia Fellowship. R Havmoeller was supported by a grant from the Swedish Research Council (#2011-1071) . D Hoy was supported by the Bill and Melinda Gates Foundation and the Australian National Health and Medical Research Council. K H Jacobsen was supported by the World Health Organization for her work on hepatitis A. N Kawakami notes that the collection of data ultimately used in this study was supported by the following grants: The World Mental Health Japan (WMH-J) is supported by the Grant for Research on Psychiatric and Neurological Diseases and Mental Health (H13-SHOGAI-023, H14-TOKUBETSU-026, H16-KOKORO-013) from the Japan Ministry of Health, Labour, and Welfare . He would like to thank staff members, field coordinators, and interviewers of the WMH Japan 2002-2004 Survey. L L Laslett is supported by an Australian Government Australian Postgraduate Award. She also notes that the TasOAC study, the results of which were used in this research, was supported by the National Health and Medical Research Council of Australia; Arthritis Foundation of Australia; Tasmanian Community Fund; Masonic Centenary Medical Research Foundation, Royal Hobart Hospital Research Foundation, and University of Tasmania Institutional Research Grants Scheme. R Malekzadeh funding from research grant of Tehran University of Medical Sciences to do the related studies. R Matzopoulos acknowledges the two institutions that support his research work: South African Medical Research Council Burden of Disease Research Unit; and the University of Cape Town School of Public Health and Family Medicine. T Merriman acknowledges the Health Research Council of New Zealand. K Naidoo was supported by the Brien Holden Vision Institute. P Nelson was supported by the National Drug and Alcohol Research Centre (UNSW, Australia). R G Nelson acknowledges his research was supported in part by the Intramural Research Program of the National Institute of Diabetes and Digestive and Kidney Diseases. C Olives was funded in part by the Biostatistics, Epidemiologic and Bioinformatic Training in Environmental Health Training Grant (ES015459) . D Ozgediz acknowledges the staff and collaborators at the Mulago Hospital and Makerere University in Kampala, Uganda. K Pesudovs received institutional support from Flinders University. R Room's position at the University of Melbourne and Turning Point Alcohol and Drug Centre is funded by the Foundation for Alcohol Research and Education and the Victorian Department of Health. J A Salomon received support from the Burke Global Health Fellowship while working on this study. U Sampson received funding support from the Harold Amos Medical Faculty Development Award of the Robert Wood Johnson Foundation and the Vanderbilt Clinical and Translational Scholars Award. L Sanchez-Riera acknowledges the Spanish Society of Rheumatology (Sociedad Española de Reumatología). M Segui-Gomez's participation was partly supported by funds from the European Center for Injury Prevention, Universidad de Navarra. E Smith acknowledges the Department of Health and Ageing, Commonwealth Government of Australia, Institute of Bone and Joint Research (IBJR), University of Sydney (USYD). G D Thurston was supported in part by Center grant ES00260 from the National Institute of Environmental Health Sciences . D J Weatherall was supported by the Wellcome Trust UK, the Medical Research Council UK and the Anthony Cerami and Ann Dunne Research Trust.

ASJC Scopus subject areas

  • General Medicine

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