Abstract
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.
Original language | English |
---|---|
Pages (from-to) | 2163-2196 |
Number of pages | 34 |
Journal | Lancet |
Volume | 380 |
Issue number | 9859 |
DOIs | |
Publication status | Published - 2012 |
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- 10.1016/S0140-6736(12)61729-2Licence: Unspecified
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Years lived with disability (YLDs) for 1160 sequelae of 289 disease and injuries 1990-2010 : a systematic analysis for the Global Burden of Disease Study 2010. / Vos, Theo; Flaxman, Abraham; Naghavi, Mahsen et al.
In: Lancet, Vol. 380, No. 9859, 2012, p. 2163-2196.Research output: Contribution to journal › Article › peer-review
TY - JOUR
T1 - Years lived with disability (YLDs) for 1160 sequelae of 289 disease and injuries 1990-2010
T2 - a systematic analysis for the Global Burden of Disease Study 2010
AU - Vos, Theo
AU - Flaxman, Abraham
AU - Naghavi, Mahsen
AU - Lozano, Rafael
AU - Michaud, Catherine
AU - Ezzati, Majid
AU - Shibuya, Kenji
AU - Salomon, Joshua
AU - Abdalla, Safa
AU - Aboyans, Victor
AU - Abraham, Jerry
AU - Ackerman, Ilana
AU - Aggarwal, Rakesh
AU - Ahn, Stephanie
AU - Ali, Mohammad
AU - Alvarado, Miriam
AU - Anderson, H Ross
AU - Anderson, Laurie
AU - Andrews, Kathryn
AU - Atkinson, Charles
AU - Baddour, Larry
AU - Bahalim, Adil
AU - Barker-Collo, Suzanne
AU - Barrero, Lope
AU - Bartels, David
AU - Basanez, Maria-Gloria
AU - Baxter, Amanda
AU - Bell, Michelle
AU - Benjamin, Emelia
AU - Bennett, D
AU - Bernabe, Eduardo
AU - Bhalla, Kavi
AU - Bhandari, Bishal
AU - Bikbov, Boris
AU - Abdulhak, Aref Bin
AU - Birbeck, Gretchen
AU - Black, James
AU - Blencowe, Hannah
AU - Blore, Jed
AU - Blyth, Fiona
AU - Bolliger, Ian
AU - Bonaventure, Audrey
AU - Boufous, Soufiane
AU - Bourne, Rupert
AU - Boussinseq, Michel
AU - Braithwaite, Tasanee
AU - Brayne, Carol
AU - Bridgett, Lisa
AU - Brooker, Simon
AU - Brooks, Peter
AU - Brugha, Traolach
AU - Bryan-Hancock, Claire
AU - Bucello, Chiara
AU - Buchbinder, Rachelle
AU - Buckle, Geoffrey
AU - Budke, Christine
AU - Burch, Michael
AU - Burney, Peter
AU - Burstein, Roy
AU - Calabria, Bianca
AU - Campbell, Benjamin
AU - Canter, Charles
AU - Carabin, Helene
AU - Carapetis, Jonathan
AU - Carmona, Loreto
AU - Cella, Claudia
AU - Charlson, Fiona
AU - Chen, Honglei
AU - Tai-Ann Cheng, Andrew
AU - Chou, David
AU - Chugh, Sumeet
AU - Coffeng, Luc
AU - Colan, Steven
AU - Colquhoun, Samantha
AU - Colson, K Ellicott
AU - Condon, John
AU - Connor, Myles
AU - Cooper, Leslie
AU - Corriere, Matthew
AU - Cortinovis, Monica
AU - Courville de Vaccaro, Karen
AU - Couser, William
AU - Cowie, Benjamin
AU - Criqui, Michael
AU - Cross, Marita
AU - Dabhadkar, Kaustubh
AU - Dahiya, Manu
AU - Dahodwala, Nabila
AU - Damsere-Derry, James
AU - Danaei, Goodarz
AU - Davis, Adrian
AU - De Leo, Diego
AU - Degenhardt, Louisa
AU - Dellavalle, Robert
AU - Delossantos, Allyne
AU - Denenberg, Julie
AU - Derrett, Sarah
AU - Des Jarlais, Don
AU - Dharmarante, Samath
AU - dhernai, Mukesh
AU - Diaz-Torne, Cesar
AU - Dolk, Helen
AU - Dorsey, E Ray
AU - Driscoll, Tim
AU - Duber, Herbert
AU - Ebel, Beth
AU - Edmond, Karen
AU - Elbaz, Alexis
AU - Eltahir Ali, Suad
AU - Erskine, Holly
AU - Erwin, Patricia
AU - Espindola, Patricia
AU - Ewoigbokhan, Stalin
AU - Farzadfar, Farshad
AU - Feigin, Valery
AU - Felson, David
AU - Ferrari, Alize
AU - Ferri, Cleusa
AU - Fevre, Eric
AU - Finucane, Mariel
AU - Flaxman, Seth
AU - Flood, Louise
AU - Foreman, Kyle
AU - Forouzanfar, Mohammad
AU - Fowkes, Francis
AU - Franklin, Richard
AU - Fransen, Marlene
AU - Freeman, Michael
AU - Gabbe, Belinda
AU - Gabriel, S
AU - Gakidou, Emmanuela
AU - Ganatra, Hammad
AU - Garcia, Bianca
AU - Gaspari, Flavio
AU - Gillum, Richard
AU - Gmel, Gerhard
AU - Gosselin, Richard
AU - Grainger, Rebecca
AU - Groeger, Justina
AU - Guillemin, Francis
AU - Gunnell, David
AU - Gupta, Ramyani
AU - Haagsma, Juanita
AU - Hagan, Holly
AU - Halasa, Yara
AU - Hall, W
AU - Haring, Diana
AU - Maria Haro, Josep
AU - Harrison, James
AU - Havmoeller, Rasmus
AU - Hay, Rodrick
AU - Higashi, Hideki
AU - Hill, Catherine
AU - Hoen, Bruno
AU - Hoffman, Howard
AU - Hotez, Peter
AU - Hoy, Damian
AU - Huang, John
AU - Ibeanusi, Sydney
AU - Jacobsen, Kathryn
AU - James, Spencer
AU - Jarvis, Deborah
AU - Jasrasaria, Rashmi
AU - Jayaraman, Sudha
AU - Johns, Nicole
AU - Jonas, Jost
AU - Karthikeyan, Ganesan
AU - Kassebaum, Nicholas
AU - Kawakami, Norito
AU - Keren, Andre
AU - Khoo, Jon-Paul
AU - King, Charles
AU - Knowlton, Lisa Marie
AU - Kobusingye, Olive
AU - Koranteng, Adofo
AU - Krishnamurthi, Rita
AU - Lalloo, Ratilal
AU - Laslett, Laura
AU - Lathlean, Tim
AU - Leasher, Janet
AU - Yi Lee, Yong
AU - Leigh, James
AU - Lim, Stephen
AU - Limb, Elizabeth
AU - Lin, John Kent
AU - Lipnick, Michael
AU - Lipshultz, Steven
AU - Liu, W
AU - Loane, Maria
AU - Ohno, Summer
AU - Lyons, Ronan
AU - Ma, Jixiang
AU - Mabweijano, Jacqueline
AU - MacIntyre, Michael
AU - Malekzadeh, Reza
AU - Mallinger, Leslie
AU - Manivannan, Sivabalan
AU - Marcenes, Wagner
AU - March, Lyn
AU - Margolis, David
AU - MARKS, G
AU - Marks, Robin
AU - Matsumori, Akira
AU - Matzopoulos, Richard
AU - Mayosi, Bongani
AU - McAnulty, John
AU - McDermott, Mary
AU - McGill, Neil
AU - McGrath, John
AU - Medina-Mora, Maria Elena
AU - Meltzer, Michele
AU - Menash, George
AU - Merriman, Tony
AU - Meyer, Ana-Claire
AU - Miglioli, Valeria
AU - Miller, Matthew
AU - Miller, Ted
AU - Mitchell, Philip
AU - Mocumbi, Ana Olga
AU - Moffitt, Terrie
AU - Mokdad, Ali A
AU - Monasta, Lorenzo
AU - Montico, Marcella
AU - Moradi-Lakeh, Maziar
AU - Moran, Andrew
AU - Morawska, Lidia
AU - Mori, Rintaro
AU - Murdoch, Michele
AU - Mwaniki, Michael
AU - Naidoo, Kovin
AU - Nair, M Nathan
AU - Naldi, Luigi
AU - Narayan, KM Venkat
AU - Nelson, Paul
AU - Nelson, Robert
AU - Nevitt, Michael
AU - Newton, Charles
AU - Nolte, Sandra
AU - Norman, Paul
AU - Norman, Rosana
AU - O'Donnell, Martin
AU - O'Hanlon, Simon
AU - Olives, Casey
AU - Omer, Saad B
AU - Ortblad, Katrina
AU - Osborne, Richard
AU - Ozgediz, Doruk
AU - Page, Andrew
AU - Pahari, Bishnu
AU - Pandian, Jeyaraj Durai
AU - Rivero, Andrea Panozo
AU - Patten, Scott
AU - Pearce, Neil
AU - Perez Padilla, Rogelio
AU - Perez-Ruiz, Fernando
AU - Perico, Norberto
AU - Pesudovs, Konrad
AU - Phillips, David
AU - Phillips, Michael
AU - Pierce, Kelsey
AU - Pion, Sebastien
AU - Polanczyk, Guilherme
AU - Polinder, Suzanne
AU - Pope III, C Arden
AU - Popova, Svetlana
AU - Porrini, Esteban
AU - Pourmalek, Farshad
AU - Prince, Martin
AU - Pullan, Rachel
AU - Ramaiah, Kapa
AU - Ranganathan, Dharani
AU - Razavi, Homie
AU - Regan, Mathilda
AU - Rehm, Jurgen
AU - Rein, David B
AU - Remuzzi, Guiseppe
AU - Richardson, Kathryn
AU - Rivara, Fredrick
AU - Roberts, Thomas
AU - ROBINSON, C
AU - Rodriguez De Leon, Felipe
AU - Ronfani, Luca
AU - Room, Robin
AU - Rosenfeld, Lisa
AU - Rushton, Lesley
AU - Sacco, Ralph
AU - Saha, Sukanta
AU - Sampson, Uchechukwu
AU - Sanchez-Riera, Lidia
AU - Sanman, Ella
AU - Schwebel, David
AU - Scott, James graham
AU - Segui-Gomez, Maria
AU - Shahraz, Saeid
AU - Shepard, Donald
AU - Shin, Hwashin
AU - Shivakoti, Rupak
AU - Singh, David
AU - Singh, Gitanjali
AU - Singh, Jasvinder
AU - Singleton, Jessica
AU - Sleet, David
AU - Sliwa, Karen
AU - Smith, Emma
AU - Smith, J L
AU - Stapelberg, Nicolas
AU - Steer, Andrew
AU - Steiner, Timothy
AU - Stolk, Wilma
AU - Stovner, Lars Jacob
AU - Sudfeld, Christopher
AU - Syed, Sana
AU - Tamburlini, Giorgio
AU - Tavakkoli, Mohammad
AU - Taylor, H
AU - Taylor, Jennifer
AU - Taylor, William
AU - Thomas, Bernadette
AU - Thomson, W Murray
AU - Thurston, George
AU - Tleyjeh, Imad
AU - Tonelli, Marcello
AU - Towbin, Jeffrey
AU - Truelsen, Thomas
AU - Tsilimbaris, Miltiadis
AU - Ubeda, Clotilde
AU - Undurraga, Eduardo
AU - van der Werf, Marieke
AU - van Os, Jim
AU - Vavilala, Monica
AU - Venketasubramanian, N
AU - Wang, Mengru
AU - Wang, Wenzhi
AU - Watt, Kerrianne
AU - Weatherall, David
AU - Weinstock, Martin
AU - Weintraub, Robert
AU - Weisskopf, Marc
AU - Weissman, Myrna
AU - White, Richard
AU - Whiteford, Harvey
AU - Wiersma, Steven
AU - Wilkinson, J
AU - Williams, Hywel
AU - Williams, Sean
AU - Witt, Emma
AU - Wolfe, Frederick
AU - Woolf, Anthony
AU - Wulf, Sarah
AU - Yeh, Pon-Hsiu
AU - Zaidi, Anita
AU - Zheng, Zhi-Jie
AU - Zonies, David
AU - Lopez, Alan
AU - Murray, Christopher
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
KW - anti human immunodeficiency virus agent
KW - acquired immune deficiency syndrome
KW - age distribution
KW - aging
KW - anemia
KW - antiviral therapy
KW - anxiety disorder
KW - article
KW - behavior disorder
KW - chronic obstructive lung disease
KW - comorbidity
KW - diabetes mellitus
KW - disability
KW - disability severity
KW - disease duration
KW - endocrine disease
KW - falling
KW - health care system
KW - human
KW - Human immunodeficiency virus infection
KW - iatrogenic disease
KW - incidence
KW - iron deficiency anemia
KW - low back pain
KW - major depression
KW - malaria
KW - mental disease
KW - migraine
KW - mortality
KW - musculoskeletal disease
KW - neck pain
KW - outcome assessment
KW - population growth
KW - prevalence
KW - priority journal
KW - remission
KW - systematic review
KW - tropical disease
KW - tuberculosis
KW - years lived with disability
KW - adolescent
KW - adult
KW - age
KW - aged
KW - child
KW - female
KW - health
KW - health status
KW - infant
KW - injury
KW - male
KW - middle aged
KW - newborn
KW - preschool child
KW - quality adjusted life year
KW - sex difference
KW - statistics
KW - very elderly
KW - young adult
KW - ambulatory care
KW - attitude to disability
KW - automutilation
KW - cancer registry
KW - cardiovascular disease
KW - clinical research
KW - communicable disease
KW - diarrhea
KW - digestive system disease
KW - disaster
KW - disease registry
KW - disease severity
KW - documentation
KW - drowning
KW - Global Burden of Disease
KW - health survey
KW - hematologic disease
KW - hospital discharge
KW - infection
KW - legal aspect
KW - liver cirrhosis
KW - lower respiratory tract infection
KW - maternal disease
KW - meningitis
KW - neoplasm
KW - neurologic disease
KW - newborn disease
KW - nutritional deficiency
KW - seroepidemiology
KW - traffic accident
KW - urogenital tract disease
KW - violence
KW - war
KW - Adolescent
KW - Adult
KW - Age Factors
KW - Aged
KW - Aged, 80 and over
KW - Child
KW - Child, Preschool
KW - Female
KW - Health Status
KW - Humans
KW - Incidence
KW - Infant
KW - Infant, Newborn
KW - Male
KW - Middle Aged
KW - Prevalence
KW - Quality-Adjusted Life Years
KW - Sex Factors
KW - World Health
KW - Wounds and Injuries
KW - Young Adult
U2 - 10.1016/S0140-6736(12)61729-2
DO - 10.1016/S0140-6736(12)61729-2
M3 - Article
C2 - 23245607
VL - 380
SP - 2163
EP - 2196
JO - Lancet
JF - Lancet
SN - 0140-6736
IS - 9859
ER -