Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015

Theo Vos(Aga Khan University), Christine A. Allen(Aga Khan University), Megha Arora(Hospital for Sick Children), Ryan M Barber(Aga Khan University), Zulfiqar A Bhutta(Aga Khan University), Alexandria Brown(Aga Khan University), Austin Carter(Aga Khan University), Daniel Casey(Aga Khan University), Fiona Charlson(Aga Khan University), Alan Z Chen(Hospital for Sick Children), Megan Coggeshall(Aga Khan University), Leslie Cornaby(Aga Khan University), Lalit Dandona(Aga Khan University), Daniel Dicker(Aga Khan University), Tina Dilegge(Aga Khan University), Holly E Erskine(Aga Khan University), Alize J Ferrari(Aga Khan University), Christina Fitzmaurice(Aga Khan University), Tom Fleming(Aga Khan University), Mohammad H. Forouzanfar(Aga Khan University), Nancy Fullman(Aga Khan University), Peter W. Gething(Hospital for Sick Children), Ellen M Goldberg(Aga Khan University), Nicholas Graetz(Aga Khan University), Juanita A. Haagsma(Aga Khan University), Simon I Hay(Aga Khan University), Catherine O. Johnson(Aga Khan University), Nicholas J Kassebaum(Aga Khan University), Toana Kawashima(Aga Khan University), Laura Kemmer(Aga Khan University), Ibrahim A Khalil(Aga Khan University), Yohannes Kinfu(Aga Khan University), Hmwe Hmwe Kyu(Aga Khan University), Janni Leung(Aga Khan University), Xiaofeng Liang(Aga Khan University), Stephen S Lim(Aga Khan University), Alan D López(Aga Khan University), Rafael Lozano(Aga Khan University), Laurie B. Marczak(Aga Khan University), George A. Mensah(Aga Khan University), Ali H. Mokdad(Aga Khan University), Mohsen Naghavi(Hospital for Sick Children), Grant Nguyen(Aga Khan University), Elaine O. Nsoesie(Aga Khan University), Helen Elizabeth Olsen(Aga Khan University), David M. Pigott(Hospital for Sick Children), Christine Pinho(Aga Khan University), Zane Rankin(Aga Khan University), Nikolas Reinig(Aga Khan University), Joshua A. Salomon(Aga Khan University), Logan Sandar(Aga Khan University), A. Gordon Smith(Aga Khan University), Jeffrey D Stanaway(Aga Khan University), Caitlyn Steiner(Aga Khan University), Stephanie Teeple(Aga Khan University), Bernadette A Thomas(Aga Khan University), Christopher Troeger(Aga Khan University), Joseph A. Wagner(Aga Khan University), Haidong Wang(Aga Khan University), Valentine Wanga(Aga Khan University), Harvey Whiteford(Aga Khan University), Leo Zoeckler(Aga Khan University), Amanuel Alemu Abajobir(Aga Khan University), Kalkidan Hassen Abate, Cristiana Abbafati, Kaja Abbas, Foad Abd-Allah, Biju Abraham, Ibrahim Abubakar(Aga Khan University), Laith J. Abu‐Raddad, Niveen M. E. Abu-Rmeileh, Ilana N. Ackerman, Akindele O. Adebiyi, Zanfina Ademi, Arsène Kouablan Adou, Kossivi Agbélénko Afanvi, Emilie Agardh, Arnav Agarwal, Ali Kiadaliri, Hamid Ahmadieh, Oluremi N Ajala, Rufus Akinyemi, Nadia Akseer, Ziyad Al‐Aly, Khurshid Alam(Hospital for Sick Children), Noore Alam(Hospital for Sick Children), Saleh Fahed Aldhahri, Miguel Angel Alegretti, Zewdie Aderaw Alemu, Lily Alexander(Hospital for Sick Children), Samia Alhabib, Raghib Ali(Aga Khan University), Ala’a Alkerwi, François Alla, Peter Allebeck(Hospital for Sick Children), Rajaa Al‐Raddadi, Ubai Alsharif, Khalid A Altirkawi, Nelson Alvis‐Guzmán, Azmeraw T. Amare, Alemayehu Amberbir, Heresh Amini, Walid Ammar, Stephen M. Amrock, Hjalte Holm Andersen, Gregory M. Anderson(Aga Khan University), Benjamin O. Anderson(Aga Khan University), Carl Abelardo T. Antonio, Atsede Fantahun Aregay, Johan Ärnlöv, Al Artaman(Hospital for Sick Children), Hamid Asayesh, Reza Assadi, Suleman Atique, Euripide Avokpaho, Ashish Awasthi, Beatriz Paulina Ayala Quintanilla, Peter Azzopardi(Hospital for Sick Children), Umar Bacha, Alaa Badawi, Kalpana Balakrishnan, Amitava Banerjee, Aleksandra Barać, Suzanne Barker‐Collo, Till Bärnighausen, Lars Barregård, Lope H. Barrero, Arindam Basu, Shahrzad Bazargan‐Hejazi, Ettore Beghi, Brent Bell, Michelle L. Bell, Derrick Bennett, Isabela M. Benseñor, Habib Benzian, Adugnaw Berhane, Eduardo Bernabé, Balem Demtsu Betsu, Addisu Shunu Beyene, Neeraj Bhala, Samir Bhatt, Sibhatu Biadgilign, Kelly Bienhoff(Aga Khan University), Boris Bikbov, Stan Biryukov(Aga Khan University), Donal Bisanzio, Espen Bjertness, Jed D Blore(Aga Khan University), Rohan Borschmann, Soufiane Boufous, Michael Brainin, Alexandra Bražinová, Nicholas J. K. Breitborde, Jonathan C. Brown(Hospital for Sick Children), Rachelle Buchbinder, Geoffrey Buckle, Zahid A Butt, Bianca Calabria, Ismael Campos‐Nonato, Julio César Campuzano, Hélène Carabin, Rosario Cárdenas, David O. Carpenter, Juan Jesús Carrero, Carlos A Castañeda-Orjuela, Jacqueline Castillo Rivas, Ferrán Catalá-López, Jung‐Chen Chang, Peggy Pei-Chia Chiang, Chioma Ezinne Chibueze, Vesper Hichilombwe Chisumpa, Jee-Young Jasmine Choi, Rajiv Chowdhury, Hanne Christensen(Aga Khan University), Devasahayam Jesudas Christopher(Aga Khan University), Liliana G Ciobanu, Massimo Círillo, Matthew M Coates(Hospital for Sick Children), Samantha Colquhoun, Cyrus Cooper, Monica Cortinovis, John A. Crump(Aga Khan University), Solomon Abrha Damtew, Rakhi Dandona(Aga Khan University), Farah Daoud(Aga Khan University), Paul I. Dargan, José das Neves(Aga Khan University), Gail Davey, Adrian Davis, Diego De Leo(Aga Khan University), Louisa Degenhardt, Liana C. Del Gobbo, Robert P Dellavalle, Kebede Deribe, Amare Deribew, Sarah Derrett, Don C. Des Jarlais, Samath Dhamminda Dharmaratne, Preet K. Dhillon, Cèsar Díaz‐Torné, Eric L. Ding, Tim Driscoll, Leilei Duan, Manisha Dubey, Bruce Bartholow Duncan, Hedyeh Ebrahimi, Richard G. Ellenbogen(Aga Khan University), Iqbal Elyazar, Matthias Endres, Aman Yesuf Endries, Sergey Petrovich Ermakov, Babak Eshrati, Kara Estep(Aga Khan University), Talha Farid, Carla Sofia e Sá Farinha, André Faro, Maryam S. Farvid, Farshad Farzadfar, Valery L. Feigin, David T. Felson, Seyed‐Mohammad Fereshtehnejad, Jefferson Gomes Fernandes, João Carlos Fernandes, Florian Fischer, Joseph R A Fitchett, Kyle J Foreman, F. Gerry R. Fowkes, Jordan L. Fox(Aga Khan University), Richard C. Franklin, Joseph Friedman(Aga Khan University), Joseph Frostad(Aga Khan University), Thomas Fürst(Aga Khan University), Neal D. Futran(Aga Khan University), Belinda J. Gabbe, Parthasarathi Ganguly, Fortuné Gbètoho Gankpé, Teshome Gebre, Tsegaye Tewelde Gebrehiwot, Amanuel Tesfay Gebremedhin, Johanna M. Geleijnse, Bradford D. Gessner, Katherine B. Gibney, Ibrahim Ginawi, Ababi Zergaw Giref, Maurice Giroud(Aga Khan University), Melkamu Dedefo Gishu, Giorgia Giussani, Elizabeth Glaser, William Godwin(Aga Khan University), Hector Gómez‐Dantés, Philimon Gona, Amador Goodridge, Sameer Vali Gopalani, Carolyn Gotay, Atsushi Goto, Hebe Gouda(Aga Khan University), Rebecca Grainger, Felix Greaves, Françis Guillemin, Yuming Guo(Aga Khan University), Rahul Gupta, Rajeev Gupta, Vipin Gupta, Reyna Alma Gutiérrez, Demewoz Haile, Alemayehu Hailu, Gessessew Bugssa Hailu, Yara A. Halasa, Randah R Hamadeh, Samer Hamidi, Mouhanad Hammami, Jamie Hancock(Aga Khan University), Alexis J. Handal, Graeme J. Hankey, Yuantao Hao, Hilda L Harb, S Harikrishnan, Josep María Haro, Rasmus Havmoeller, Roderick J. Hay(Aga Khan University), Ileana Heredia-Pi, Pouria Heydarpour, Hans W. Hoek, Masako Horino, Nobuyuki Horita, Hung Chak Ho, Damian G Hoy, Aung Soe Htet, Hsiang Huang, John J. Huang, Chantal Huynh(Hospital for Sick Children), Marissa Iannarone(Aga Khan University), Kim Moesgaard Iburg, Kaire Innos, Manami Inoue, Veena Iyer, Kathryn H. Jacobsen, Nader Jahanmehr, Mihajlo Jakovljević, Mehdi Javanbakht, Sudha Jayaraman, Achala Upendra Jayatilleke, Sun Ha Jee, Panniyammakal Jeemon, Paul N. Jensen(Aga Khan University), Ying Jiang, Tariku Jibat, Aída Jiménez-Corona, Ye Jin(Aga Khan University), Jost B. Jonas, Zubair Kabir, Yogeshwar Kalkonde, Ritul Kamal, Haidong Kan(Aga Khan University), André Karch, Corine Karema, Chanté Karimkhani, Amir Kasaeian, Anil Kaul, Norito Kawakami, Peter Njenga Keiyoro, Andrew H. Kemp, Andre Keren, Chandrasekharan Nair Kesavachandran, Yousef Khader, Abdur Rahman Khan, Ejaz Ahmad Khan, Young‐Ho Khang, Sahil Khera, Tawfik Khoja, Jagdish Khubchandani, Christian Kieling, Pauline Kim(Hospital for Sick Children), Cho‐il Kim(Hospital for Sick Children), Daniel Kim(Hospital for Sick Children), Yun Jin Kim(Hospital for Sick Children), Niranjan Kissoon, Luke D. Knibbs(Aga Khan University), Ann Kristin Knudsen, Yoshihiro Kokubo, Dhaval Kolte, Jacek A Kopec, Soewarta Kosen, Georgios A. Kotsakis, Parvaiz A Koul, Ai Koyanagi(Hospital for Sick Children), Michael Kravchenko, Barthélémy Kuate Defo, Burcu Küçük Biçer, Andreas A Kudom, Ernst J. Kuipers, G Anil Kumar, Michael Kutz(Aga Khan University), Gene F. Kwan, Aparna Lal(Aga Khan University), Ratilal Lalloo(Aga Khan University), Tea Lallukka, Hilton Y. Lam(Hospital for Sick Children), Jennifer O. Lam(Hospital for Sick Children), Sinéad Langan, Anders Larsson(Aga Khan University), Pablo M Lavados, Janet L Leasher, J. Paul Leigh, Ricky Leung(Aga Khan University), Miriam Levi, Li Y(Aga Khan University), Yongmei Li(Aga Khan University), Juan Liang(Aga Khan University), Shiwei Liu, Yang Liu, Belinda Lloyd, Warren Lo(Aga Khan University), Giancarlo Logroscino, Katharine J Looker, Paulo A. Lotufo, Raimundas Lunevičius, Ronan A Lyons, Mark T. Mackay, Mohammed Magdy, Abd El Razek, Mahdi Mahdavi, Marek Majdán, Azeem Majeed, Reza Malekzadeh, Wagner Marcenes(Aga Khan University), David Joel Margolis, José Martı́nez-Raga(Aga Khan University), Felix Masiye(Aga Khan University), João Massano, Stephen T. McGarvey, John J. McGrath(Aga Khan University), Martin McKee, Brian J. McMahon, Peter A. Meaney(Hospital for Sick Children), Alem Mehari, Fabiola Mejía‐Rodríguez, Alemayehu Mekonnen, Yohannes Adama Melaku, Peter Memiah(Hospital for Sick Children), Ziad A. Memish, Walter Mendoza, Atte Meretoja, Tuomo J Meretoja, Francis Mhimbira, Anoushka Millear(Hospital for Sick Children), Ted R. Miller, Edward J Mills, Mojde Mirarefin, Philip B. Mitchell, Charles Mock, Alireza Mohammadi, Shafiu Mohammed, Lorenzo Monasta, Julio Cesar Montañez Hernandez, Marcella Montico, Meghan Mooney(Hospital for Sick Children), Maziar Moradi‐Lakeh(Aga Khan University), Lídia Morawska, Ulrich Müeller, Erin C Mullany(Aga Khan University), John Everett Mumford(Hospital for Sick Children), Michele E Murdoch, Jean B. Nachega, Gabriele Nagel, Aliya Naheed, Luigi Naldi, Vinay Nangia, John Newton, Marie Ng(Aga Khan University), Frida Ngalesoni, Quyen Le Nguyen(Aga Khan University), Muhammad Imran Nisar, Patrick Martial Nkamedjie Pete(Hospital for Sick Children), Joan M. Nolla, Ole Frithjof Norheim, Rosana Norman, Bo Norrving(Aga Khan University), Bruno Pereira Nunes, Felix Akpojene Ogbo, In‐Hwan Oh(Aga Khan University), Takayoshi Ohkubo, Pedro R. Olivares, Bolajoko O. Olusanya, Jacob Olusegun Olusanya, Alberto Ortíz, Majdi Osman, Erika Ota, P A Mahesh(Aga Khan University), Eun‐Kee Park, Mahboubeh Parsaeian, Valéria Maria de Azeredo Passos, Angel J Paternina Caicedo, Scott B. Patten, George Patton, David M. Pereira, Rogelio Pérez‐Padilla, Norberto Perico, Konrad Pesudovs, Max Petzold, Michael Phillips, Frédéric B. Piel, Julian David Pillay, Farhad Pishgar, Dietrich Plaß, James A Platts-Mills, Suzanne Polinder, Constance D Pond, Svetlana Popova, Richie Poulton, Farshad Pourmalek, Dorairaj Prabhakaran, Noela M Prasad, Mostafa Qorbani, Rynaz H S Rabiee, Amir Radfar, Anwar Rafay, Kazem Rahimi, Vafa Rahimi‐Movaghar, Mahfuzar Rahman, Mohammad Hifz Ur Rahman, Sajjad Ur Rahman, Rajesh Kumar, Saša Rajšić, Usha Ram, Puja C Rao(Hospital for Sick Children), Amany Refaat, Marissa B Reitsma(Aga Khan University), Giuseppe Remuzzi, Serge Resnikoff, Alex Reynolds(Aga Khan University), Antônio Luiz Pinho Ribeiro, María Jesús Ríos-Blancas, Hirbo Shore Roba, David Rojas‐Rueda(Hospital for Sick Children), Luca Ronfani, Gholamreza Roshandel, Gregory A. Roth(Aga Khan University), Dietrich Rothenbacher, Ambuj Roy, Rajesh Sagar, Ramesh Sahathevan, Juan Sanabria, María Dolores Sánchez-Niño, Itamar S Santos, João Vasco Santos, Rodrigo Sarmiento-Suárez, Benn Sartorius, Maheswar Satpathy, Miloje Savic, Monika Sawhney, Michael P Schaub, María Inês Schmidt, Ione Jayce Ceola Schneider, Ben Schöttker, David C. Schwebel, James G. Scott, Soraya Seedat, Sadaf G Sepanlou, Edson Serván‐Mori, Katya Anne Shackelford(Aga Khan University), Amira Shaheen, Masood Ali Shaikh, Rajesh Sharma, Upasana Sharma, Jiabin Shen, Donald S. Shepard, Kevin N. Sheth, Kenji Shibuya, Min‐Jeong Shin, Rahman Shiri, Ivy Shiue, Mark G. Shrime, Inga Dóra Sigfúsdóttir, Diego Augusto Santos Silva, Dayane Gabriele Alves Silveira, Abhishek Singh, Jasvinder A. Singh, Om Prakash Singh, Prashant Kumar Singh, Anna Sivonda(Aga Khan University), Vegard Skirbekk, Jens Christoffer Skogen, Amber Sligar, Karen Sliwa, Michael Soljak, Kjetil Søreide, Reed J D Sorensen(Aga Khan University), Joan B. Soriano, Luciano A. Sposato, Chandrashekhar T Sreeramareddy, Vasiliki Stathopoulou, Nicholas Steel(Aga Khan University), Dan J. Stein(Aga Khan University), Timothy J. Steiner(Aga Khan University), S. Steinke, Lars Jacob Stovner, Konstantinos Stroumpoulis, Bruno Sunguya, Patrick John Sur(Aga Khan University), Soumya Swaminathan, Bryan L. Sykes, Cassandra Szoeke, Rafael Tabarés‐Seisdedos(Aga Khan University), Jukka Takala, Nikhil Tandon, David Tanné(Hospital for Sick Children), Mohammad Tavakkoli(Aga Khan University), Bineyam Taye, Hugh R. Taylor, Braden Te Ao(Hospital for Sick Children), Bemnet Tedla, Abdullah Sulieman Terkawi, A. J. Thomson, Andrew Thorne‐Lyman, Amanda G. Thrift, George D. Thurston, Ruoyan Tobe-Gai, Marcello Tonelli, Roman Topór-Mądry, Fotis Topouzis, Bach Xuan Tran(Aga Khan University), Thomas Truelsen(Aga Khan University), Zacharie Tsala Dimbuene, Miltiadis K. Tsilimbaris, Abera Kenay Tura, E. Murat Tuzcu, Stefanos Tyrovolas, Kingsley Nnanna Ukwaja, Eduardo A. Undurraga, Chigozie Jesse Uneke, Olalekan A. Uthman, Coen H. van Gool, Yuri Y Varakin, Tommi Vasankari, Narayanaswamy Venketasubramanian, Raj Kumar Verma, Francesco Saverio Violante, Sergey Konstantinovitch Vladimirov, Vasily Vlassov, Stein Emil Vollset(Aga Khan University), Gregory R. Wagner(Aga Khan University), Stephen G. Waller, Linhong Wang(Aga Khan University), David Watkins(Aga Khan University), Scott Weichenthal, Elisabete Weiderpass, Robert G Weintraub, Andrea Werdecker, Ronny Westerman, Richard White(Aga Khan University), Hywel C Williams, Charles Shey Wiysonge, Charles Wolfe, Sungho Won, Rachel Woodbrook(Aga Khan University), Mamo Wubshet, Denis Xavier, Gelin Xu, Ajit Kumar Yadav, Lijing L. Yan(Aga Khan University), Yuichiro Yano, Mehdi Yaseri, Pengpeng Ye(Aga Khan University), Henock G. Yebyo, Paul Yip, Naohiro Yonemoto, Seok‐Jun Yoon, Mustafa Z Younis, Chuanhua Yu(Aga Khan University), Zoubida Zaidi, Maysaa El Sayed Zaki, Hajo Zeeb, Maigeng Zhou(Hospital for Sick Children), Sanjay Zodpey, Liesl Zühlke, Christopher J L Murray(Aga Khan University)
The Lancet
October 1, 2016
Cited by 7,372Open Access
Full Text

Abstract

BACKGROUND: Non-fatal outcomes of disease and injury increasingly detract from the ability of the world's population to live in full health, a trend largely attributable to an epidemiological transition in many countries from causes affecting children, to non-communicable diseases (NCDs) more common in adults. For the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015), we estimated the incidence, prevalence, and years lived with disability for diseases and injuries at the global, regional, and national scale over the period of 1990 to 2015. METHODS: We estimated incidence and prevalence by age, sex, cause, year, and geography with a wide range of updated and standardised analytical procedures. Improvements from GBD 2013 included the addition of new data sources, updates to literature reviews for 85 causes, and the identification and inclusion of additional studies published up to November, 2015, to expand the database used for estimation of non-fatal outcomes to 60 900 unique data sources. Prevalence and incidence by cause and sequelae were determined with DisMod-MR 2.1, an improved version of the DisMod-MR Bayesian meta-regression tool first developed for GBD 2010 and GBD 2013. For some causes, we used alternative modelling strategies where the complexity of the disease was not suited to DisMod-MR 2.1 or where incidence and prevalence needed to be determined from other data. For GBD 2015 we created a summary indicator that combines measures of income per capita, educational attainment, and fertility (the Socio-demographic Index [SDI]) and used it to compare observed patterns of health loss to the expected pattern for countries or locations with similar SDI scores. FINDINGS: We generated 9·3 billion estimates from the various combinations of prevalence, incidence, and YLDs for causes, sequelae, and impairments by age, sex, geography, and year. In 2015, two causes had acute incidences in excess of 1 billion: upper respiratory infections (17·2 billion, 95% uncertainty interval [UI] 15·4-19·2 billion) and diarrhoeal diseases (2·39 billion, 2·30-2·50 billion). Eight causes of chronic disease and injury each affected more than 10% of the world's population in 2015: permanent caries, tension-type headache, iron-deficiency anaemia, age-related and other hearing loss, migraine, genital herpes, refraction and accommodation disorders, and ascariasis. The impairment that affected the greatest number of people in 2015 was anaemia, with 2·36 billion (2·35-2·37 billion) individuals affected. The second and third leading impairments by number of individuals affected were hearing loss and vision loss, respectively. Between 2005 and 2015, there was little change in the leading causes of years lived with disability (YLDs) on a global basis. NCDs accounted for 18 of the leading 20 causes of age-standardised YLDs on a global scale. Where rates were decreasing, the rate of decrease for YLDs was slower than that of years of life lost (YLLs) for nearly every cause included in our analysis. For low SDI geographies, Group 1 causes typically accounted for 20-30% of total disability, largely attributable to nutritional deficiencies, malaria, neglected tropical diseases, HIV/AIDS, and tuberculosis. Lower back and neck pain was the leading global cause of disability in 2015 in most countries. The leading cause was sense organ disorders in 22 countries in Asia and Africa and one in central Latin America; diabetes in four countries in Oceania; HIV/AIDS in three southern sub-Saharan African countries; collective violence and legal intervention in two north African and Middle Eastern countries; iron-deficiency anaemia in Somalia and Venezuela; depression in Uganda; onchoceriasis in Liberia; and other neglected tropical diseases in the Democratic Republic of the Congo. INTERPRETATION: Ageing of the world's population is increasing the number of people living with sequelae of diseases and injuries. Shifts in the epidemiological profile driven by socioeconomic change also contribute to the continued increase in years lived with disability (YLDs) as well as the rate of increase in YLDs. Despite limitations imposed by gaps in data availability and the variable quality of the data available, the standardised and comprehensive approach of the GBD study provides opportunities to examine broad trends, compare those trends between countries or subnational geographies, benchmark against locations at similar stages of development, and gauge the strength or weakness of the estimates available. FUNDING: Bill & Melinda Gates Foundation.


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