Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019
Background: Rigorous analysis of levels and trends in exposure to leading risk factors and quantification of their effect on human health are important to identify where public health is making progress and in which cases current efforts are inadequate. The Global Burden of Diseases, Injuries, and R...
- Autores:
-
Murray, Christopher
Aravkin, Aleksandr
Zheng, Peng
ABBAFATI, Cristiana
Abbas, Kaja
Abbasi-Kangevari, Mohsen
Abd-Allah, Foad
Abdelalim, Ahmed
Abdollahi, Mohammad
Abdollahpour, Ibrahim
Abegaz, Kedir
Abolhassani, Hassan
Aboyans, Victor
Guimarães Abreu, Lucas
M Abrigo, Michael R
Abualhasan, Ahmed
Ibrahim Abushouk, Abdelrahman
adabi, maryam
Adekanmb, Victor
ADEOYE , Abiodun Eyitayo
Adetokunboh, Olatunji
adham, davoud
Advani, Shailesh
Agarwal, Gina
Aghamir, Seyed Mohammad Kazem
Agrawal, Anurag
Ahmad, Tauseef
Ahmadi, Keivan
Ahmadi, Mehdi
Ahmadieh, Hamid
Beshir Ahmed, Muktar
Yihunie Akalu, Temesgen
Akinyemi, Rufus
Akinyemiju, Tomi
Akombi-Inyang, Blessing
Akunna, Chisom
Alahdab, Fares
Al-Aly, Ziyad
Alam, Khurshid
Alam, Samiah
Alam, Tahiya
Mashhour Alanez, Fahad
Alanzi, Turki
wassihun, biresaw
Alhabib, Khalid
Ali, Muhammad
Ali, Saqib
alicandro, gianfranco
Alinia, Cyrus
Alipour, Vahid
Alizade, Hesam
Aljunid, Syed Mohamed
alla, françois
Allebeck, Peter
Almasi-Hashiani, Amir
Al-Mekhlafi, Hesham
Alonso, Jordi
Altirkawi, Khalid
Amini-Rarani, Mostafa
Amiri, Fatemeh
Amugsi, DICKSON
Ancuceanu, Robert
Anderlini, Deanna
Anderson, Jason A
Andrei, Catalina Liliana
Andrei, Tudorel
Angus, Colin
Anjomshoa, Mina
Ansari, Fereshteh
Ansari-Moghaddam, Alireza
Antonazzo, Ippazio Cosimo
Antonio, Carl Abelardo
Antony, Catherine M
Antriyandarti, Ernoiz
Anvari, Davood
Anwer, Razique
Appiah, Seth Christopher Yaw
arabloo, Jalal
Arab-Zozani, Morteza
Ariani, Filippo
Armoon, Bahram
Ärnlöv, Johan
Arzani, Afsaneh
Asadi-Aliabadi, Mehran
Asadi-Pooya, Ali
Ashbaugh, Charlie
Assmus, Michael
Atafar, Zahra
Debalkie, Desta
Wahbi Atout, Maha Moh'd
Ausloos, Floriane
ausloos, marcel
Ayala Quintanilla, Beatriz Paulina
Ayano, Getinet
Ayanore, Martin
Azari, Samad
Azarian, Ghasem
Azene, Zelalem Nigussie
Badawi, Alaa
Badiye, Ashish
Amin Bahram, Mohammad
Bakhshaei, Hossein
Bakhtiari, Ahad
Bakkannavar, Shankar M
Baldasseroni, Alberto
Ball, Kylie
Ballew, Shoshana
Balzi, Daniela
Banach, Maciej
Banerjee, Srikanta K
Bante, Agegnehu
BARAKI, ADHANOM
Barker-Collo, Suzanne
Bärnighausen, Till
Barrero, Lope
Barthelemy, Celine
Barua, Lingkan
Basu, Sanjay
Baune, Bernhard T
Bayati, Mohsen
Becker, Jacob S
Bedi, Neeraj
Beghi, Ettore
Béjot, Yannick
L Bell, Akshaya
Bhagavathula, Srikanth
Bhageerathy, Reshmi
Bhala, Neeraj
Bhandari, Dinesh
Bhattacharyya, Krittika
Bhutta, Zulfiqar
Bijani, Ali
Bikbov, Boris
Bin Sayeed, Muhammad Shahdaat
Biondi, Antonio
Minuye, Binyam
Bisignano, Catherine
Biswas, Raaj Kishore
Bitew, Helen
Bohloul, Somayeh
Bohluli, Mehdi
Boon-Dooley, Alexandra S
Borzì, Antonio Maria
Borzouei, Shiva
bosetti, cristina
Boufous, Soufiane
Braithwaite, Dejana
Breitner-Busch (née Breitner), Susanne
Brenner, Hermann
Svitil Briant, Paul
Briko, Andrey Nikolaevich
Briko, Nikolay
Bryazka, Dana
Burkart, Katrin
Burnett, Richard Thomas
Burugina Nagaraja, Sharath
Butt, Zahid A
Caetano Dos Santos, Florentino Luciano
Cámera, Luis Alberto
Campos, Ismael
Cárdenas, Rosario
Carreras, Giulia
CARRERO ESPINOSA, JULIA JOSÉ
Carvalho, Felix
Castaldelli-Maia, Joao Mauricio
Castañeda-Orjuela, Carlos
Castelpietra, Giulio
Castro, Franz
Causey, Kate
Cederroth, Christopher
Cercy, Kelly M
Cerin, Ester
Chandan, Joht
Chang, Kai-Lan
Charlson, Fiona
Chattu, Vijay Kumar
Chaturvedi, Sarika
Cherbuin, Nicolas
Chimed-Ochir, Odgerel
Youngwhan Cho, Daniel
Jasmine Cho, Jee-Young
Christensen, Hanne
Chu, Dinh-Toi
Chung, Michael T
Chung, Sheng-Chia
Cicuttini, Flavia
Ciobanu, Liliana G
Cirillo, Massimo
Thomas, Dwayne
Cohen, Aaron J
Compton, Kelly
COOPER, OWEN
Costa, Vera Marisa
Cousin, Ewerton
Cowden, Richard Gregory
Cross, Di H
Cruz, Jessica A
Dahlawi, Saad
Moura Damasceno, Albertino Antonio
Damiani, Giovanni
Dandona, Lalit
Dandona, Rakhi
Dangel, William James
Danielsson, Anna-Karin
Dargan, Paul
Das, Jai
Das Gupta, Rajat
das Neves, José
Dávila-Cervantes, Claudio Alberto
Davitoiu, Dragos
de leo, diego
Degenhardt, Louisa
DeLang, Marissa
Dellavalle, Robert
Mekonnen Demeke, Feleke
Demoz, Gebre Teklemariam
Getnet Demsie, Desalegn
Denova-Gutiérrez, Edgar
Dervenis, Nikolaos
Dhungana, Govinda Prasad
Dianatinasab, Mostafa
Dias da Silva, Diana
Diaz, Daniel
Dibaji Forooshani, Zahra Sadat
Djalalinia, Shirin
Thi Do, Hoa
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2020
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/8114
- Acceso en línea:
- https://hdl.handle.net/11323/8114
https://doi.org/10.1016/S0140-6736(20)30752-2
https://repositorio.cuc.edu.co/
- Palabra clave:
- Leading risk factors
Public health
Relative risk
- Rights
- openAccess
- License
- CC0 1.0 Universal
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oai:repositorio.cuc.edu.co:11323/8114 |
network_acronym_str |
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network_name_str |
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repository_id_str |
|
dc.title.spa.fl_str_mv |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
title |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
spellingShingle |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 Leading risk factors Public health Relative risk |
title_short |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
title_full |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
title_fullStr |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
title_full_unstemmed |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
title_sort |
Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019 |
dc.creator.fl_str_mv |
Murray, Christopher Aravkin, Aleksandr Zheng, Peng ABBAFATI, Cristiana Abbas, Kaja Abbasi-Kangevari, Mohsen Abd-Allah, Foad Abdelalim, Ahmed Abdollahi, Mohammad Abdollahpour, Ibrahim Abegaz, Kedir Abolhassani, Hassan Aboyans, Victor Guimarães Abreu, Lucas M Abrigo, Michael R Abualhasan, Ahmed Ibrahim Abushouk, Abdelrahman adabi, maryam Adekanmb, Victor ADEOYE , Abiodun Eyitayo Adetokunboh, Olatunji adham, davoud Advani, Shailesh Agarwal, Gina Aghamir, Seyed Mohammad Kazem Agrawal, Anurag Ahmad, Tauseef Ahmadi, Keivan Ahmadi, Mehdi Ahmadieh, Hamid Beshir Ahmed, Muktar Yihunie Akalu, Temesgen Akinyemi, Rufus Akinyemiju, Tomi Akombi-Inyang, Blessing Akunna, Chisom Alahdab, Fares Al-Aly, Ziyad Alam, Khurshid Alam, Samiah Alam, Tahiya Mashhour Alanez, Fahad Alanzi, Turki wassihun, biresaw Alhabib, Khalid Ali, Muhammad Ali, Saqib alicandro, gianfranco Alinia, Cyrus Alipour, Vahid Alizade, Hesam Aljunid, Syed Mohamed alla, françois Allebeck, Peter Almasi-Hashiani, Amir Al-Mekhlafi, Hesham Alonso, Jordi Altirkawi, Khalid Amini-Rarani, Mostafa Amiri, Fatemeh Amugsi, DICKSON Ancuceanu, Robert Anderlini, Deanna Anderson, Jason A Andrei, Catalina Liliana Andrei, Tudorel Angus, Colin Anjomshoa, Mina Ansari, Fereshteh Ansari-Moghaddam, Alireza Antonazzo, Ippazio Cosimo Antonio, Carl Abelardo Antony, Catherine M Antriyandarti, Ernoiz Anvari, Davood Anwer, Razique Appiah, Seth Christopher Yaw arabloo, Jalal Arab-Zozani, Morteza Ariani, Filippo Armoon, Bahram Ärnlöv, Johan Arzani, Afsaneh Asadi-Aliabadi, Mehran Asadi-Pooya, Ali Ashbaugh, Charlie Assmus, Michael Atafar, Zahra Debalkie, Desta Wahbi Atout, Maha Moh'd Ausloos, Floriane ausloos, marcel Ayala Quintanilla, Beatriz Paulina Ayano, Getinet Ayanore, Martin Azari, Samad Azarian, Ghasem Azene, Zelalem Nigussie Badawi, Alaa Badiye, Ashish Amin Bahram, Mohammad Bakhshaei, Hossein Bakhtiari, Ahad Bakkannavar, Shankar M Baldasseroni, Alberto Ball, Kylie Ballew, Shoshana Balzi, Daniela Banach, Maciej Banerjee, Srikanta K Bante, Agegnehu BARAKI, ADHANOM Barker-Collo, Suzanne Bärnighausen, Till Barrero, Lope Barthelemy, Celine Barua, Lingkan Basu, Sanjay Baune, Bernhard T Bayati, Mohsen Becker, Jacob S Bedi, Neeraj Beghi, Ettore Béjot, Yannick L Bell, Akshaya Bhagavathula, Srikanth Bhageerathy, Reshmi Bhala, Neeraj Bhandari, Dinesh Bhattacharyya, Krittika Bhutta, Zulfiqar Bijani, Ali Bikbov, Boris Bin Sayeed, Muhammad Shahdaat Biondi, Antonio Minuye, Binyam Bisignano, Catherine Biswas, Raaj Kishore Bitew, Helen Bohloul, Somayeh Bohluli, Mehdi Boon-Dooley, Alexandra S Borzì, Antonio Maria Borzouei, Shiva bosetti, cristina Boufous, Soufiane Braithwaite, Dejana Breitner-Busch (née Breitner), Susanne Brenner, Hermann Svitil Briant, Paul Briko, Andrey Nikolaevich Briko, Nikolay Bryazka, Dana Burkart, Katrin Burnett, Richard Thomas Burugina Nagaraja, Sharath Butt, Zahid A Caetano Dos Santos, Florentino Luciano Cámera, Luis Alberto Campos, Ismael Cárdenas, Rosario Carreras, Giulia CARRERO ESPINOSA, JULIA JOSÉ Carvalho, Felix Castaldelli-Maia, Joao Mauricio Castañeda-Orjuela, Carlos Castelpietra, Giulio Castro, Franz Causey, Kate Cederroth, Christopher Cercy, Kelly M Cerin, Ester Chandan, Joht Chang, Kai-Lan Charlson, Fiona Chattu, Vijay Kumar Chaturvedi, Sarika Cherbuin, Nicolas Chimed-Ochir, Odgerel Youngwhan Cho, Daniel Jasmine Cho, Jee-Young Christensen, Hanne Chu, Dinh-Toi Chung, Michael T Chung, Sheng-Chia Cicuttini, Flavia Ciobanu, Liliana G Cirillo, Massimo Thomas, Dwayne Cohen, Aaron J Compton, Kelly COOPER, OWEN Costa, Vera Marisa Cousin, Ewerton Cowden, Richard Gregory Cross, Di H Cruz, Jessica A Dahlawi, Saad Moura Damasceno, Albertino Antonio Damiani, Giovanni Dandona, Lalit Dandona, Rakhi Dangel, William James Danielsson, Anna-Karin Dargan, Paul Das, Jai Das Gupta, Rajat das Neves, José Dávila-Cervantes, Claudio Alberto Davitoiu, Dragos de leo, diego Degenhardt, Louisa DeLang, Marissa Dellavalle, Robert Mekonnen Demeke, Feleke Demoz, Gebre Teklemariam Getnet Demsie, Desalegn Denova-Gutiérrez, Edgar Dervenis, Nikolaos Dhungana, Govinda Prasad Dianatinasab, Mostafa Dias da Silva, Diana Diaz, Daniel Dibaji Forooshani, Zahra Sadat Djalalinia, Shirin Thi Do, Hoa |
dc.contributor.author.spa.fl_str_mv |
Murray, Christopher Aravkin, Aleksandr Zheng, Peng ABBAFATI, Cristiana Abbas, Kaja Abbasi-Kangevari, Mohsen Abd-Allah, Foad Abdelalim, Ahmed Abdollahi, Mohammad Abdollahpour, Ibrahim Abegaz, Kedir Abolhassani, Hassan Aboyans, Victor Guimarães Abreu, Lucas M Abrigo, Michael R Abualhasan, Ahmed Ibrahim Abushouk, Abdelrahman adabi, maryam Adekanmb, Victor ADEOYE , Abiodun Eyitayo Adetokunboh, Olatunji adham, davoud Advani, Shailesh Agarwal, Gina Aghamir, Seyed Mohammad Kazem Agrawal, Anurag Ahmad, Tauseef Ahmadi, Keivan Ahmadi, Mehdi Ahmadieh, Hamid Beshir Ahmed, Muktar Yihunie Akalu, Temesgen Akinyemi, Rufus Akinyemiju, Tomi Akombi-Inyang, Blessing Akunna, Chisom Alahdab, Fares Al-Aly, Ziyad Alam, Khurshid Alam, Samiah Alam, Tahiya Mashhour Alanez, Fahad Alanzi, Turki wassihun, biresaw Alhabib, Khalid Ali, Muhammad Ali, Saqib alicandro, gianfranco Alinia, Cyrus Alipour, Vahid Alizade, Hesam Aljunid, Syed Mohamed alla, françois Allebeck, Peter Almasi-Hashiani, Amir Al-Mekhlafi, Hesham Alonso, Jordi Altirkawi, Khalid Amini-Rarani, Mostafa Amiri, Fatemeh Amugsi, DICKSON Ancuceanu, Robert Anderlini, Deanna Anderson, Jason A Andrei, Catalina Liliana Andrei, Tudorel Angus, Colin Anjomshoa, Mina Ansari, Fereshteh Ansari-Moghaddam, Alireza Antonazzo, Ippazio Cosimo Antonio, Carl Abelardo Antony, Catherine M Antriyandarti, Ernoiz Anvari, Davood Anwer, Razique Appiah, Seth Christopher Yaw arabloo, Jalal Arab-Zozani, Morteza Ariani, Filippo Armoon, Bahram Ärnlöv, Johan Arzani, Afsaneh Asadi-Aliabadi, Mehran Asadi-Pooya, Ali Ashbaugh, Charlie Assmus, Michael Atafar, Zahra Debalkie, Desta Wahbi Atout, Maha Moh'd Ausloos, Floriane ausloos, marcel Ayala Quintanilla, Beatriz Paulina Ayano, Getinet Ayanore, Martin Azari, Samad Azarian, Ghasem Azene, Zelalem Nigussie Badawi, Alaa Badiye, Ashish Amin Bahram, Mohammad Bakhshaei, Hossein Bakhtiari, Ahad Bakkannavar, Shankar M Baldasseroni, Alberto Ball, Kylie Ballew, Shoshana Balzi, Daniela Banach, Maciej Banerjee, Srikanta K Bante, Agegnehu BARAKI, ADHANOM Barker-Collo, Suzanne Bärnighausen, Till Barrero, Lope Barthelemy, Celine Barua, Lingkan Basu, Sanjay Baune, Bernhard T Bayati, Mohsen Becker, Jacob S Bedi, Neeraj Beghi, Ettore Béjot, Yannick L Bell, Akshaya Bhagavathula, Srikanth Bhageerathy, Reshmi Bhala, Neeraj Bhandari, Dinesh Bhattacharyya, Krittika Bhutta, Zulfiqar Bijani, Ali Bikbov, Boris Bin Sayeed, Muhammad Shahdaat Biondi, Antonio Minuye, Binyam Bisignano, Catherine Biswas, Raaj Kishore Bitew, Helen Bohloul, Somayeh Bohluli, Mehdi Boon-Dooley, Alexandra S Borzì, Antonio Maria Borzouei, Shiva bosetti, cristina Boufous, Soufiane Braithwaite, Dejana Breitner-Busch (née Breitner), Susanne Brenner, Hermann Svitil Briant, Paul Briko, Andrey Nikolaevich Briko, Nikolay Bryazka, Dana Burkart, Katrin Burnett, Richard Thomas Burugina Nagaraja, Sharath Butt, Zahid A Caetano Dos Santos, Florentino Luciano Cámera, Luis Alberto Campos, Ismael Cárdenas, Rosario Carreras, Giulia CARRERO ESPINOSA, JULIA JOSÉ Carvalho, Felix Castaldelli-Maia, Joao Mauricio Castañeda-Orjuela, Carlos Castelpietra, Giulio Castro, Franz Causey, Kate Cederroth, Christopher Cercy, Kelly M Cerin, Ester Chandan, Joht Chang, Kai-Lan Charlson, Fiona Chattu, Vijay Kumar Chaturvedi, Sarika Cherbuin, Nicolas Chimed-Ochir, Odgerel Youngwhan Cho, Daniel Jasmine Cho, Jee-Young Christensen, Hanne Chu, Dinh-Toi Chung, Michael T Chung, Sheng-Chia Cicuttini, Flavia Ciobanu, Liliana G Cirillo, Massimo Thomas, Dwayne Cohen, Aaron J Compton, Kelly COOPER, OWEN Costa, Vera Marisa Cousin, Ewerton Cowden, Richard Gregory Cross, Di H Cruz, Jessica A Dahlawi, Saad Moura Damasceno, Albertino Antonio Damiani, Giovanni Dandona, Lalit Dandona, Rakhi Dangel, William James Danielsson, Anna-Karin Dargan, Paul Das, Jai Das Gupta, Rajat das Neves, José Dávila-Cervantes, Claudio Alberto Davitoiu, Dragos de leo, diego Degenhardt, Louisa DeLang, Marissa Dellavalle, Robert Mekonnen Demeke, Feleke Demoz, Gebre Teklemariam Getnet Demsie, Desalegn Denova-Gutiérrez, Edgar Dervenis, Nikolaos Dhungana, Govinda Prasad Dianatinasab, Mostafa Dias da Silva, Diana Diaz, Daniel Dibaji Forooshani, Zahra Sadat Djalalinia, Shirin Thi Do, Hoa |
dc.subject.spa.fl_str_mv |
Leading risk factors Public health Relative risk |
topic |
Leading risk factors Public health Relative risk |
description |
Background: Rigorous analysis of levels and trends in exposure to leading risk factors and quantification of their effect on human health are important to identify where public health is making progress and in which cases current efforts are inadequate. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 provides a standardised and comprehensive assessment of the magnitude of risk factor exposure, relative risk, and attributable burden of disease. Methods: GBD 2019 estimated attributable mortality, years of life lost (YLLs), years of life lived with disability (YLDs), and disability-adjusted life-years (DALYs) for 87 risk factors and combinations of risk factors, at the global level, regionally, and for 204 countries and territories. GBD uses a hierarchical list of risk factors so that specific risk factors (eg, sodium intake), and related aggregates (eg, diet quality), are both evaluated. This method has six analytical steps. (1) We included 560 risk-outcome pairs that met criteria for convincing or probable evidence on the basis of research studies. 12 risk-outcome pairs included in GBD 2017 no longer met inclusion criteria and 47 risk-outcome pairs for risks already included in GBD 2017 were added based on new evidence. (2) Relative risks were estimated as a function of exposure based on published systematic reviews, 81 systematic reviews done for GBD 2019, and meta-regression. (3) Levels of exposure in each age-sex-location-year included in the study were estimated based on all available data sources using spatiotemporal Gaussian process regression, DisMod-MR 2.1, a Bayesian meta-regression method, or alternative methods. (4) We determined, from published trials or cohort studies, the level of exposure associated with minimum risk, called the theoretical minimum risk exposure level. (5) Attributable deaths, YLLs, YLDs, and DALYs were computed by multiplying population attributable fractions (PAFs) by the relevant outcome quantity for each age-sex-location-year. (6) PAFs and attributable burden for combinations of risk factors were estimated taking into account mediation of different risk factors through other risk factors. Across all six analytical steps, 30 652 distinct data sources were used in the analysis. Uncertainty in each step of the analysis was propagated into the final estimates of attributable burden. Exposure levels for dichotomous, polytomous, and continuous risk factors were summarised with use of the summary exposure value to facilitate comparisons over time, across location, and across risks. Because the entire time series from 1990 to 2019 has been re-estimated with use of consistent data and methods, these results supersede previously published GBD estimates of attributable burden. Findings: The largest declines in risk exposure from 2010 to 2019 were among a set of risks that are strongly linked to social and economic development, including household air pollution; unsafe water, sanitation, and handwashing; and child growth failure. Global declines also occurred for tobacco smoking and lead exposure. The largest increases in risk exposure were for ambient particulate matter pollution, drug use, high fasting plasma glucose, and high body-mass index. In 2019, the leading Level 2 risk factor globally for attributable deaths was high systolic blood pressure, which accounted for 10·8 million (95% uncertainty interval [UI] 9·51-12·1) deaths (19·2% [16·9-21·3] of all deaths in 2019), followed by tobacco (smoked, second-hand, and chewing), which accounted for 8·71 million (8·12-9·31) deaths (15·4% [14·6-16·2] of all deaths in 2019). The leading Level 2 risk factor for attributable DALYs globally in 2019 was child and maternal malnutrition, which largely affects health in the youngest age groups and accounted for 295 million (253-350) DALYs (11·6% [10·3-13·1] of all global DALYs that year). The risk factor burden varied considerably in 2019 between age groups and locations. Among children aged 0-9 years, the three leading detailed risk factors for attributable DALYs were all related to malnutrition. Iron deficiency was the leading risk factor for those aged 10-24 years, alcohol use for those aged 25-49 years, and high systolic blood pressure for those aged 50-74 years and 75 years and older. Interpretation: Overall, the record for reducing exposure to harmful risks over the past three decades is poor. Success with reducing smoking and lead exposure through regulatory policy might point the way for a stronger role for public policy on other risks in addition to continued efforts to provide information on risk factor harm to the general public. Funding: Bill & Melinda Gates Foundation. |
publishDate |
2020 |
dc.date.issued.none.fl_str_mv |
2020-10-17 |
dc.date.accessioned.none.fl_str_mv |
2021-04-08T21:37:41Z |
dc.date.available.none.fl_str_mv |
2021-04-08T21:37:41Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
acceptedVersion |
dc.identifier.issn.spa.fl_str_mv |
01406736 1474547X |
dc.identifier.uri.spa.fl_str_mv |
https://hdl.handle.net/11323/8114 |
dc.identifier.doi.spa.fl_str_mv |
https://doi.org/10.1016/S0140-6736(20)30752-2 |
dc.identifier.instname.spa.fl_str_mv |
Corporación Universidad de la Costa |
dc.identifier.reponame.spa.fl_str_mv |
REDICUC - Repositorio CUC |
dc.identifier.repourl.spa.fl_str_mv |
https://repositorio.cuc.edu.co/ |
identifier_str_mv |
01406736 1474547X Corporación Universidad de la Costa REDICUC - Repositorio CUC |
url |
https://hdl.handle.net/11323/8114 https://doi.org/10.1016/S0140-6736(20)30752-2 https://repositorio.cuc.edu.co/ |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.references.spa.fl_str_mv |
1 WHO. Global action plan for the prevention and control of noncommunicable diseases. 2013–2020. Geneva: World Health Organization, 2013. 2 WHO. UN Task Force on NCDs: The government of Ethiopia is working jointly with the UN system to strengthen the national NCD response. 2017. http://www.who.int/ncds/un-task-force/jointprogramming-missions/ethiopia-november-2017/en/ (accessed Feb 25, 2020). 3 Centers for Disease Control and Prevention. The National Environmental Public Health Tracking Program. 2019. https://www. cdc.gov/nceh/information/tracking_network.htm (accessed Feb 25, 2020). 4 WHO. Global health risks: mortality and burden of disease attributable to selected major risks. Geneva: World Health Organization, 2009. 5 Nowbar AN, Gitto M, Howard JP, Francis DP, Al-Lamee R. Mortality from ischemic heart disease. Circ Cardiovasc Qual Outcomes 2019; 12: e005375. 6 Zhou B, Bentham J, Di Cesare M, et al. 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The global syndemic of obesity, undernutrition, and climate change: The Lancet Commission report. Lancet 2019; 393: 791–846 35 Mozaffarian D, Hao T, Rimm EB, Willett WC, Hu FB. Changes in diet and lifestyle and long-term weight gain in women and men. N Engl J Med 2011; 364: 2392–404. 36 Willett W, Rockström J, Loken B, et al. Food in the Anthropocene: the EAT–Lancet Commission on healthy diets from sustainable food systems. Lancet 2019; 393: 447–92. 37 Adesina JA, Piketh SJ, Qhekwana M, Burger R, Language B, Mkhatshwa G. Contrasting indoor and ambient particulate matter concentrations and thermal comfort in coal and non-coal burning households at South Africa Highveld. Sci Total Environ 2020; 699: 134403 39 Weagle CL, Snider G, Li C, et al. Global sources of fine particulate matter: interpretation of PM2·5 chemical composition observed by SPARTAN using a global chemical transport model. Environ Sci Technol 2018; 52: 11670–81. 40 Correia AW, Pope CA, Dockery DW, Wang Y, Ezzati M, Dominici F. Effect of air pollution control on life expectancy in the United States: an analysis of 545 U.S. counties for the period from 2000 to 2007. Epidemiology 2013; 24: 23–31. 41 Dedoussi IC, Eastham SD, Monier E, Barrett SRH. Premature mortality related to United States cross-state air pollution. Nature 2020; 578: 261–65. 42 Smith, KR, Woodward A, Campbell-Lendrum D, et al. Human health: impacts, adaptation, and co-benefits. In: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Field CB, Barros VR, Dokken DJ, et al (eds)]. Cambridge, UK and New York, NY: Cambridge University Press. 2014. 44 Barreca A, Clay K, Deschenes O, Greenstone M, Shapiro JS. Adapting to climate change: the remarkable decline in the US temperaturemortality relationship over the twentieth century. J Polit Econ 2016; 124: 105–59. 45 Foreman KJ, Marquez N, Dolgert A, et al. Forecasting life expectancy, years of life lost, and all-cause and cause-specific mortality for 250 causes of death: reference and alternative scenarios for 20 46 Vollset S, Goren E, Yuan C-W, et al. Fertility, mortality, migration, and population scenarios for 195 countries and territories from 2017 to 2100: a forecasting analysis for the Global Burden of Disease Study. Lancet 2020; 396: 1285–306 47 Saltelli A, Funtowicz S. The Precautionary Principle: implications for risk management strategies. Int J Occup Med Environ Health 2004; 17: 47–57 48 Alonso-Coello P, Carrasco-Labra A, Brignardello-Petersen R, et al. A methodological survey of the analysis, reporting and interpretation of Absolute Risk ReductiOn in systematic revieWs (ARROW): a study protocol. Syst Rev 2013; 2: 113. 49 Nuovo J, Melnikow J, Chang D. Reporting number needed to treat and absolute risk reduction in randomized controlled trials. JAMA 2002; 287: 2813–14. 50 Millwood IY, Walters RG, Mei XW, et al. Conventional and genetic evidence on alcohol and vascular disease aetiology: a prospective study of 500 000 men and women in China. Lancet 2019; 393: 1831–42. 51 Adam D. The gene-based hack that is revolutionizing epidemiology. Nature 2019; 576: 196–99. 52 Burgess S, Davey Smith G. How humans can contribute to Mendelian randomization analyses. Int J Epidemiol 2019; 48: 661–64. 53 Burgess S, Timpson NJ, Ebrahim S, Davey Smith G. Mendelian randomization: where are we now and where are we going? Int J Epidemiol 2015; 44: 379–88. |
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Murray, ChristopherAravkin, AleksandrZheng, PengABBAFATI, CristianaAbbas, KajaAbbasi-Kangevari, MohsenAbd-Allah, FoadAbdelalim, AhmedAbdollahi, MohammadAbdollahpour, IbrahimAbegaz, KedirAbolhassani, HassanAboyans, VictorGuimarães Abreu, LucasM Abrigo, Michael RAbualhasan, AhmedIbrahim Abushouk, Abdelrahmanadabi, maryamAdekanmb, VictorADEOYE , Abiodun EyitayoAdetokunboh, Olatunjiadham, davoudAdvani, ShaileshAgarwal, GinaAghamir, Seyed Mohammad KazemAgrawal, AnuragAhmad, TauseefAhmadi, KeivanAhmadi, MehdiAhmadieh, HamidBeshir Ahmed, MuktarYihunie Akalu, TemesgenAkinyemi, RufusAkinyemiju, TomiAkombi-Inyang, BlessingAkunna, ChisomAlahdab, FaresAl-Aly, ZiyadAlam, KhurshidAlam, SamiahAlam, TahiyaMashhour Alanez, FahadAlanzi, Turkiwassihun, biresawAlhabib, KhalidAli, MuhammadAli, Saqibalicandro, gianfrancoAlinia, CyrusAlipour, VahidAlizade, HesamAljunid, Syed Mohamedalla, françoisAllebeck, PeterAlmasi-Hashiani, AmirAl-Mekhlafi, HeshamAlonso, JordiAltirkawi, KhalidAmini-Rarani, MostafaAmiri, FatemehAmugsi, DICKSONAncuceanu, RobertAnderlini, DeannaAnderson, Jason AAndrei, Catalina LilianaAndrei, TudorelAngus, ColinAnjomshoa, MinaAnsari, FereshtehAnsari-Moghaddam, AlirezaAntonazzo, Ippazio CosimoAntonio, Carl AbelardoAntony, Catherine MAntriyandarti, ErnoizAnvari, DavoodAnwer, RaziqueAppiah, Seth Christopher Yawarabloo, JalalArab-Zozani, MortezaAriani, FilippoArmoon, BahramÄrnlöv, JohanArzani, AfsanehAsadi-Aliabadi, MehranAsadi-Pooya, AliAshbaugh, CharlieAssmus, MichaelAtafar, ZahraDebalkie, DestaWahbi Atout, Maha Moh'dAusloos, Florianeausloos, marcelAyala Quintanilla, Beatriz PaulinaAyano, GetinetAyanore, MartinAzari, SamadAzarian, GhasemAzene, Zelalem NigussieBadawi, AlaaBadiye, AshishAmin Bahram, MohammadBakhshaei, HosseinBakhtiari, AhadBakkannavar, Shankar MBaldasseroni, AlbertoBall, KylieBallew, ShoshanaBalzi, DanielaBanach, MaciejBanerjee, Srikanta KBante, AgegnehuBARAKI, ADHANOMBarker-Collo, SuzanneBärnighausen, TillBarrero, LopeBarthelemy, CelineBarua, LingkanBasu, SanjayBaune, Bernhard TBayati, MohsenBecker, Jacob SBedi, NeerajBeghi, EttoreBéjot, YannickL Bell, AkshayaBhagavathula, SrikanthBhageerathy, ReshmiBhala, NeerajBhandari, DineshBhattacharyya, KrittikaBhutta, ZulfiqarBijani, AliBikbov, BorisBin Sayeed, Muhammad ShahdaatBiondi, AntonioMinuye, BinyamBisignano, CatherineBiswas, Raaj KishoreBitew, HelenBohloul, SomayehBohluli, MehdiBoon-Dooley, Alexandra SBorzì, Antonio MariaBorzouei, Shivabosetti, cristinaBoufous, SoufianeBraithwaite, DejanaBreitner-Busch (née Breitner), SusanneBrenner, HermannSvitil Briant, PaulBriko, Andrey NikolaevichBriko, NikolayBryazka, DanaBurkart, KatrinBurnett, Richard ThomasBurugina Nagaraja, SharathButt, Zahid ACaetano Dos Santos, Florentino LucianoCámera, Luis AlbertoCampos, IsmaelCárdenas, RosarioCarreras, GiuliaCARRERO ESPINOSA, JULIA JOSÉCarvalho, FelixCastaldelli-Maia, Joao MauricioCastañeda-Orjuela, CarlosCastelpietra, GiulioCastro, FranzCausey, KateCederroth, ChristopherCercy, Kelly MCerin, EsterChandan, JohtChang, Kai-LanCharlson, FionaChattu, Vijay KumarChaturvedi, SarikaCherbuin, NicolasChimed-Ochir, OdgerelYoungwhan Cho, DanielJasmine Cho, Jee-YoungChristensen, HanneChu, Dinh-ToiChung, Michael TChung, Sheng-ChiaCicuttini, FlaviaCiobanu, Liliana GCirillo, MassimoThomas, DwayneCohen, Aaron JCompton, KellyCOOPER, OWENCosta, Vera MarisaCousin, EwertonCowden, Richard GregoryCross, Di HCruz, Jessica ADahlawi, SaadMoura Damasceno, Albertino AntonioDamiani, GiovanniDandona, LalitDandona, RakhiDangel, William JamesDanielsson, Anna-KarinDargan, PaulDas, JaiDas Gupta, Rajatdas Neves, JoséDávila-Cervantes, Claudio AlbertoDavitoiu, Dragosde leo, diegoDegenhardt, LouisaDeLang, MarissaDellavalle, RobertMekonnen Demeke, FelekeDemoz, Gebre TeklemariamGetnet Demsie, DesalegnDenova-Gutiérrez, EdgarDervenis, NikolaosDhungana, Govinda PrasadDianatinasab, MostafaDias da Silva, DianaDiaz, DanielDibaji Forooshani, Zahra SadatDjalalinia, ShirinThi Do, Hoa2021-04-08T21:37:41Z2021-04-08T21:37:41Z2020-10-17014067361474547Xhttps://hdl.handle.net/11323/8114https://doi.org/10.1016/S0140-6736(20)30752-2Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Background: Rigorous analysis of levels and trends in exposure to leading risk factors and quantification of their effect on human health are important to identify where public health is making progress and in which cases current efforts are inadequate. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 provides a standardised and comprehensive assessment of the magnitude of risk factor exposure, relative risk, and attributable burden of disease. Methods: GBD 2019 estimated attributable mortality, years of life lost (YLLs), years of life lived with disability (YLDs), and disability-adjusted life-years (DALYs) for 87 risk factors and combinations of risk factors, at the global level, regionally, and for 204 countries and territories. GBD uses a hierarchical list of risk factors so that specific risk factors (eg, sodium intake), and related aggregates (eg, diet quality), are both evaluated. This method has six analytical steps. (1) We included 560 risk-outcome pairs that met criteria for convincing or probable evidence on the basis of research studies. 12 risk-outcome pairs included in GBD 2017 no longer met inclusion criteria and 47 risk-outcome pairs for risks already included in GBD 2017 were added based on new evidence. (2) Relative risks were estimated as a function of exposure based on published systematic reviews, 81 systematic reviews done for GBD 2019, and meta-regression. (3) Levels of exposure in each age-sex-location-year included in the study were estimated based on all available data sources using spatiotemporal Gaussian process regression, DisMod-MR 2.1, a Bayesian meta-regression method, or alternative methods. (4) We determined, from published trials or cohort studies, the level of exposure associated with minimum risk, called the theoretical minimum risk exposure level. (5) Attributable deaths, YLLs, YLDs, and DALYs were computed by multiplying population attributable fractions (PAFs) by the relevant outcome quantity for each age-sex-location-year. (6) PAFs and attributable burden for combinations of risk factors were estimated taking into account mediation of different risk factors through other risk factors. Across all six analytical steps, 30 652 distinct data sources were used in the analysis. Uncertainty in each step of the analysis was propagated into the final estimates of attributable burden. Exposure levels for dichotomous, polytomous, and continuous risk factors were summarised with use of the summary exposure value to facilitate comparisons over time, across location, and across risks. Because the entire time series from 1990 to 2019 has been re-estimated with use of consistent data and methods, these results supersede previously published GBD estimates of attributable burden. Findings: The largest declines in risk exposure from 2010 to 2019 were among a set of risks that are strongly linked to social and economic development, including household air pollution; unsafe water, sanitation, and handwashing; and child growth failure. Global declines also occurred for tobacco smoking and lead exposure. The largest increases in risk exposure were for ambient particulate matter pollution, drug use, high fasting plasma glucose, and high body-mass index. In 2019, the leading Level 2 risk factor globally for attributable deaths was high systolic blood pressure, which accounted for 10·8 million (95% uncertainty interval [UI] 9·51-12·1) deaths (19·2% [16·9-21·3] of all deaths in 2019), followed by tobacco (smoked, second-hand, and chewing), which accounted for 8·71 million (8·12-9·31) deaths (15·4% [14·6-16·2] of all deaths in 2019). The leading Level 2 risk factor for attributable DALYs globally in 2019 was child and maternal malnutrition, which largely affects health in the youngest age groups and accounted for 295 million (253-350) DALYs (11·6% [10·3-13·1] of all global DALYs that year). The risk factor burden varied considerably in 2019 between age groups and locations. Among children aged 0-9 years, the three leading detailed risk factors for attributable DALYs were all related to malnutrition. Iron deficiency was the leading risk factor for those aged 10-24 years, alcohol use for those aged 25-49 years, and high systolic blood pressure for those aged 50-74 years and 75 years and older. Interpretation: Overall, the record for reducing exposure to harmful risks over the past three decades is poor. Success with reducing smoking and lead exposure through regulatory policy might point the way for a stronger role for public policy on other risks in addition to continued efforts to provide information on risk factor harm to the general public. Funding: Bill & Melinda Gates Foundation.Murray, Christopher-will be generated-orcid-0000-0002-6564-753X-600Aravkin, Aleksandr-will be generated-orcid-0000-0002-1875-1801-600Zheng, PengABBAFATI, Cristiana-will be generated-orcid-0000-0003-2811-6251-600Abbas, Kaja-will be generated-orcid-0000-0003-0563-1576-600Abbasi-Kangevari, Mohsen-will be generated-orcid-0000-0001-8405-7482-600Abd-Allah, Foad-will be generated-orcid-0000-0001-8308-5756-600Abdelalim, AhmedAbdollahi, Mohammad-will be generated-orcid-0000-0002-4217-264X-600Abdollahpour, Ibrahim-will be generated-orcid-0000-0003-4364-9224-600Abegaz, Kedir-will be generated-orcid-0000-0001-8194-1643-600Abolhassani, HassanAboyans, Victor-will be generated-orcid-0000-0002-0322-9818-600Guimarães Abreu, LucasM Abrigo, Michael RAbualhasan, Ahmed-will be generated-orcid-0000-0002-9949-667X-600Ibrahim Abushouk, Abdelrahman-will be generated-orcid-0000-0003-1399-6487-600adabi, maryam-will be generated-orcid-0000-0002-5083-9061-600Adekanmb, VictorAdeoye, Abiodun-will be generated-orcid-0000-0003-3137-1018-600Adetokunboh, Olatunji-will be generated-orcid-0000-0002-4608-3951-600adham, davoud-will be generated-orcid-0000-0002-9764-6363-600Advani, Shailesh-will be generated-orcid-0000-0002-1446-969X-600Agarwal, Gina-will be generated-orcid-0000-0002-5691-4675-600Aghamir, Seyed Mohammad Kazem-will be generated-orcid-0000-0003-1611-0362-600Agrawal, AnuragAhmad, TauseefAhmadi, KeivanAhmadi, MehdiAhmadieh, Hamid-will be generated-orcid-0000-0002-8139-2661-600Beshir Ahmed, MuktarYihunie Akalu, TemesgenAkinyemi, Rufus-will be generated-orcid-0000-0001-5286-428X-600Akinyemiju, Tomi-will be generated-orcid-0000-0002-1412-3234-600Akombi-Inyang, Blessing-will be generated-orcid-0000-0002-6410-4154-600Akunna, Chisom-will be generated-orcid-0000-0002-2725-0670-600Alahdab, Fares-will be generated-orcid-0000-0001-5481-696X-600Al-Aly, Ziyad-will be generated-orcid-0000-0002-2600-0434-600Alam, KhurshidAlam, SamiahAlam, TahiyaMashhour Alanez, FahadAlanzi, Turki-will be generated-orcid-0000-0001-6598-1274-600wassihun, biresaw-will be generated-orcid-0000-0002-5374-4762-600Alhabib, Khalid-will be generated-orcid-0000-0002-6692-3874-600Ali, MuhammadAli, Saqibalicandro, gianfranco-will be generated-orcid-0000-0002-0430-2714-600Alinia, Cyrus-will be generated-orcid-0000-0002-5387-3134-600Alipour, Vahid-will be generated-orcid-0000-0003-1010-9571-600Alizade, Hesam-will be generated-orcid-0000-0002-8050-836X-600Aljunid, Syed Mohamed-will be generated-orcid-0000-0002-0380-1335-600alla, françois-will be generated-orcid-0000-0002-5793-7190-600Allebeck, Peter-will be generated-orcid-0000-0002-2778-6467-600Almasi-Hashiani, AmirAl-Mekhlafi, Hesham-will be generated-orcid-0000-0003-2582-7410-600Alonso, JordiAltirkawi, Khalid-will be generated-orcid-0000-0002-7331-4196-600Amini-Rarani, Mostafa-will be generated-orcid-0000-0002-4809-2237-600Amiri, FatemehAmugsi, DICKSON-will be generated-orcid-0000-0002-5261-8481-600Ancuceanu, Robert-will 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Demsie, DesalegnDenova-Gutiérrez, EdgarDervenis, NikolaosDhungana, Govinda Prasad-will be generated-orcid-0000-0003-3993-1614-600Dianatinasab, Mostafa-will be generated-orcid-0000-0002-0185-5807-600Dias da Silva, DianaDiaz, DanielDibaji Forooshani, Zahra SadatDjalalinia, Shirin-will be generated-orcid-0000-0002-9297-0834-600Thi Do, Hoaapplication/pdfengCC0 1.0 Universalhttp://creativecommons.org/publicdomain/zero/1.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2The Lancethttps://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30752-2/fulltextLeading risk factorsPublic healthRelative riskGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019Artículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersion1 WHO. 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Int J Epidemiol 2015; 44: 379–88.PublicationCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8701https://repositorio.cuc.edu.co/bitstreams/b88f7af5-06be-47db-8e29-47674c8455a7/download42fd4ad1e89814f5e4a476b409eb708cMD53LICENSElicense.txtlicense.txttext/plain; charset=utf-83196https://repositorio.cuc.edu.co/bitstreams/265de9e2-9ac7-4b90-9a44-b81a852f76e0/downloade30e9215131d99561d40d6b0abbe9badMD54ORIGINALGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdfGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdfapplication/pdf5805336https://repositorio.cuc.edu.co/bitstreams/2c5e2f58-c1ac-4f1d-b33f-3f9de0f5d6f4/download3e6f04aeb8a462e79d2b0b1d46532b09MD52THUMBNAILGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdf.jpgGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdf.jpgimage/jpeg75363https://repositorio.cuc.edu.co/bitstreams/a844e6ef-8921-4f9d-b7b9-409455b35d8c/downloada8a8667c571ba50a719f878f1234ed0eMD55THUMBNAILGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdf.jpgGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdf.jpgimage/jpeg75363https://repositorio.cuc.edu.co/bitstreams/877a4747-f5c8-47a6-83af-2798d37d1bd4/downloada8a8667c571ba50a719f878f1234ed0eMD55TEXTGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdf.txtGlobal burden of 87 risk factors in 204 countries and territories, 1990-2019 a systematic analysis for the Global Burden of Disease Study 2019.pdf.txttext/plain148875https://repositorio.cuc.edu.co/bitstreams/2d929452-d38b-42e7-a168-e7c1208a9268/downloadac722bc60f9e84c52ac20dc060115b57MD5611323/8114oai:repositorio.cuc.edu.co:11323/81142024-09-17 12:49:22.557http://creativecommons.org/publicdomain/zero/1.0/CC0 1.0 Universalopen.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa 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