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3. Ambient and household PM2.5 pollution and adverse perinatal outcomes: A meta-regression and analysis of attributable global burden for 204 countries and territories.

Author

Rakesh Ghosh, Kate Causey, Katrin Burkart, Sara Wozniak, Aaron Cohen, and Michael Brauer

Subjects
Medicine
Abstract

BackgroundParticulate matter Methods and findingsWe searched PubMed, Embase, and Web of Science for peer-reviewed articles in English. Study quality was assessed using 2 tools: (1) Agency for Healthcare Research and Quality checklist; and (2) National Institute of Environmental Health Sciences (NIEHS) risk of bias questions. We conducted a meta-regression (MR) to quantify the risk of PM2.5 on birth weight and GA. The MR, based on a systematic review (SR) of articles published through April 4, 2021, and resulting uncertainty intervals (UIs) accounted for unexplained between-study heterogeneity. Separate nonlinear relationships relating exposure to risk were generated for each outcome and applied in the burden estimation. The MR included 44, 40, and 40 birth weight, LBW, and PTB studies, respectively. Majority of the studies were of retrospective cohort design and primarily from North America, Europe, and Australia. A few recent studies were from China, India, sub-Saharan Africa, and South America. Pooled estimates indicated 22 grams (95% UI: 12, 32) lower birth weight, 11% greater risk of LBW (1.11, 95% UI: 1.07, 1.16), and 12% greater risk of PTB (1.12, 95% UI: 1.06, 1.19), per 10 μg/m3 increment in ambient PM2.5. We estimated a global population-weighted mean lowering of 89 grams (95% UI: 88, 89) of birth weight and 3.4 weeks (95% UI: 3.4, 3.4) of GA in 2019, attributable to total PM2.5. Globally, an estimated 15.6% (95% UI: 15.6, 15.7) of all LBW and 35.7% (95% UI: 35.6, 35.9) of all PTB infants were attributable to total PM2.5, equivalent to 2,761,720 (95% UI: 2,746,713 to 2,776,722) and 5,870,103 (95% UI: 5,848,046 to 5,892,166) infants in 2019, respectively. About one-third of the total PM2.5 burden for LBW and PTB could be attributable to ambient exposure, with household air pollution (HAP) dominating in low-income countries. The findings should be viewed in light of some limitations such as heterogeneity between studies including size, exposure levels, exposure assessment method, and adjustment for confounding. Furthermore, studies did not separate the direct effect of PM2.5 on birth weight from that mediated through GA. As a consequence, the pooled risk estimates in the MR and likewise the global burden may have been underestimated.ConclusionsAmbient and household PM2.5 were associated with reduced birth weight and GA, which are, in turn, associated with neonatal and infant mortality, particularly in low- and middle-income countries.

Published
2021
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4. Health and economic impact of air pollution in the states of India: the Global Burden of Disease Study 2019

Author

Anamika Pandey, Michael Brauer, Maureen L Cropper, Kalpana Balakrishnan, Prashant Mathur, Sagnik Dey, Burak Turkgulu, G Anil Kumar, Mukesh Khare, Gufran Beig, Tarun Gupta, Rinu P Krishnankutty, Kate Causey, Aaron J Cohen, Stuti Bhargava, Ashutosh N Aggarwal, Anurag Agrawal, Shally Awasthi, Fiona Bennitt, Sadhana Bhagwat, P Bhanumati, Katrin Burkart, Joy K Chakma, Thomas C Chiles, Sourangsu Chowdhury, D J Christopher, Subhojit Dey, Samantha Fisher, Barbara Fraumeni, Richard Fuller, Aloke G Ghoshal, Mahaveer J Golechha, Prakash C Gupta, Rachita Gupta, Rajeev Gupta, Shreekant Gupta, Sarath Guttikunda, David Hanrahan, Sivadasanpillai Harikrishnan, Panniyammakal Jeemon, Tushar K Joshi, Rajni Kant, Surya Kant, Tanvir Kaur, Parvaiz A Koul, Praveen Kumar, Rakesh Kumar, Samantha L Larson, Rakesh Lodha, Kishore K Madhipatla, P A Mahesh, Ridhima Malhotra, Shunsuke Managi, Keith Martin, Matthews Mathai, Joseph L Mathew, Ravi Mehrotra, B V Murali Mohan, Viswananthan Mohan, Satinath Mukhopadhyay, Parul Mutreja, Nitish Naik, Sanjeev Nair, Jeyaraj D Pandian, Pallavi Pant, Arokiasamy Perianayagam, Dorairaj Prabhakaran, Poornima Prabhakaran, Goura K Rath, Shamika Ravi, Ambuj Roy, Yogesh D Sabde, Sundeep Salvi, Sankar Sambandam, Bhavay Sharma, Meenakshi Sharma, Shweta Sharma, R S Sharma, Aakash Shrivastava, Sujeet Singh, Virendra Singh, Rodney Smith, Jeffrey D Stanaway, Gabrielle Taghian, Nikhil Tandon, J S Thakur, Nihal J Thomas, G S Toteja, Chris M Varghese, Chandra Venkataraman, Krishnan N Venugopal, Katherine D Walker, Alexandrea Y Watson, Sarah Wozniak, Denis Xavier, Gautam N Yadama, Geetika Yadav, D K Shukla, Hendrik J Bekedam, K Srinath Reddy, Randeep Guleria, Theo Vos, Stephen S Lim, Rakhi Dandona, Sunil Kumar, Pushpam Kumar, Philip J Landrigan, and Lalit Dandona

Subjects
Environmental sciences, GE1-350
Abstract

Summary: Background: The association of air pollution with multiple adverse health outcomes is becoming well established, but its negative economic impact is less well appreciated. It is important to elucidate this impact for the states of India. Methods: We estimated exposure to ambient particulate matter pollution, household air pollution, and ambient ozone pollution, and their attributable deaths and disability-adjusted life-years in every state of India as part of the Global Burden of Disease Study (GBD) 2019. We estimated the economic impact of air pollution as the cost of lost output due to premature deaths and morbidity attributable to air pollution for every state of India, using the cost-of-illness method. Findings: 1·67 million (95% uncertainty interval 1·42–1·92) deaths were attributable to air pollution in India in 2019, accounting for 17·8% (15·8–19·5) of the total deaths in the country. The majority of these deaths were from ambient particulate matter pollution (0·98 million [0·77–1·19]) and household air pollution (0·61 million [0·39–0·86]). The death rate due to household air pollution decreased by 64·2% (52·2–74·2) from 1990 to 2019, while that due to ambient particulate matter pollution increased by 115·3% (28·3–344·4) and that due to ambient ozone pollution increased by 139·2% (96·5–195·8). Lost output from premature deaths and morbidity attributable to air pollution accounted for economic losses of US$28·8 billion (21·4–37·4) and $8·0 billion (5·9–10·3), respectively, in India in 2019. This total loss of $36·8 billion (27·4–47·7) was 1·36% of India's gross domestic product (GDP). The economic loss as a proportion of the state GDP varied 3·2 times between the states, ranging from 0·67% (0·47–0·91) to 2·15% (1·60–2·77), and was highest in the low per-capita GDP states of Uttar Pradesh, Bihar, Rajasthan, Madhya Pradesh, and Chhattisgarh. Delhi had the highest per-capita economic loss due to air pollution, followed by Haryana in 2019, with 5·4 times variation across all states. Interpretation: The high burden of death and disease due to air pollution and its associated substantial adverse economic impact from loss of output could impede India's aspiration to be a $5 trillion economy by 2024. Successful reduction of air pollution in India through state-specific strategies would lead to substantial benefits for both the health of the population and the economy. Funding: UN Environment Programme; Bill & Melinda Gates Foundation; and Indian Council of Medical Research, Department of Health Research, Ministry of Health and Family Welfare, Government of India.

Published
2021
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5. The impact of air pollution on deaths, disease burden, and life expectancy across the states of India: the Global Burden of Disease Study 2017

Author

Kalpana Balakrishnan, Sagnik Dey, Tarun Gupta, R S Dhaliwal, Michael Brauer, Aaron J Cohen, Jeffrey D Stanaway, Gufran Beig, Tushar K Joshi, Ashutosh N Aggarwal, Yogesh Sabde, Harsiddha Sadhu, Joseph Frostad, Kate Causey, William Godwin, D K Shukla, G Anil Kumar, Chris M Varghese, Pallavi Muraleedharan, Anurag Agrawal, R M Anjana, Anil Bhansali, Deeksha Bhardwaj, Katrin Burkart, Kelly Cercy, Joy K Chakma, Sourangsu Chowdhury, D J Christopher, Eliza Dutta, Melissa Furtado, Santu Ghosh, Aloke G Ghoshal, Scott D Glenn, Randeep Guleria, Rajeev Gupta, Panniyammakal Jeemon, Rajni Kant, Surya Kant, Tanvir Kaur, Parvaiz A Koul, Varsha Krish, Bhargav Krishna, Samantha L Larson, Kishore Madhipatla, P A Mahesh, Viswanathan Mohan, Satinath Mukhopadhyay, Parul Mutreja, Nitish Naik, Sanjeev Nair, Grant Nguyen, Christopher M Odell, Jeyaraj D Pandian, Dorairaj Prabhakaran, Poornima Prabhakaran, Ambuj Roy, Sundeep Salvi, Sankar Sambandam, Deepika Saraf, Meenakshi Sharma, Aakash Shrivastava, Virendra Singh, Nikhil Tandon, Nihal J Thomas, Anna Torre, Denis Xavier, Geetika Yadav, Sujeet Singh, Chander Shekhar, Theo Vos, Rakhi Dandona, K Srinath Reddy, Stephen S Lim, Christopher J L Murray, S Venkatesh, and Lalit Dandona

Subjects
Environmental sciences, GE1-350
Abstract

Summary: Background: Air pollution is a major planetary health risk, with India estimated to have some of the worst levels globally. To inform action at subnational levels in India, we estimated the exposure to air pollution and its impact on deaths, disease burden, and life expectancy in every state of India in 2017. Methods: We estimated exposure to air pollution, including ambient particulate matter pollution, defined as the annual average gridded concentration of PM2.5, and household air pollution, defined as percentage of households using solid cooking fuels and the corresponding exposure to PM2.5, across the states of India using accessible data from multiple sources as part of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017. The states were categorised into three Socio-demographic Index (SDI) levels as calculated by GBD 2017 on the basis of lag-distributed per-capita income, mean education in people aged 15 years or older, and total fertility rate in people younger than 25 years. We estimated deaths and disability-adjusted life-years (DALYs) attributable to air pollution exposure, on the basis of exposure–response relationships from the published literature, as assessed in GBD 2017; the proportion of total global air pollution DALYs in India; and what the life expectancy would have been in each state of India if air pollution levels had been less than the minimum level causing health loss. Findings: The annual population-weighted mean exposure to ambient particulate matter PM2·5 in India was 89·9 μg/m3 (95% uncertainty interval [UI] 67·0–112·0) in 2017. Most states, and 76·8% of the population of India, were exposed to annual population-weighted mean PM2·5 greater than 40 μg/m3, which is the limit recommended by the National Ambient Air Quality Standards in India. Delhi had the highest annual population-weighted mean PM2·5 in 2017, followed by Uttar Pradesh, Bihar, and Haryana in north India, all with mean values greater than 125 μg/m3. The proportion of population using solid fuels in India was 55·5% (54·8–56·2) in 2017, which exceeded 75% in the low SDI states of Bihar, Jharkhand, and Odisha. 1·24 million (1·09–1·39) deaths in India in 2017, which were 12·5% of the total deaths, were attributable to air pollution, including 0·67 million (0·55–0·79) from ambient particulate matter pollution and 0·48 million (0·39–0·58) from household air pollution. Of these deaths attributable to air pollution, 51·4% were in people younger than 70 years. India contributed 18·1% of the global population but had 26·2% of the global air pollution DALYs in 2017. The ambient particulate matter pollution DALY rate was highest in the north Indian states of Uttar Pradesh, Haryana, Delhi, Punjab, and Rajasthan, spread across the three SDI state groups, and the household air pollution DALY rate was highest in the low SDI states of Chhattisgarh, Rajasthan, Madhya Pradesh, and Assam in north and northeast India. We estimated that if the air pollution level in India were less than the minimum causing health loss, the average life expectancy in 2017 would have been higher by 1·7 years (1·6–1·9), with this increase exceeding 2 years in the north Indian states of Rajasthan, Uttar Pradesh, and Haryana. Interpretation: India has disproportionately high mortality and disease burden due to air pollution. This burden is generally highest in the low SDI states of north India. Reducing the substantial avoidable deaths and disease burden from this major environmental risk is dependent on rapid deployment of effective multisectoral policies throughout India that are commensurate with the magnitude of air pollution in each state. Funding: Bill & Melinda Gates Foundation; and Indian Council of Medical Research, Department of Health Research, Ministry of Health and Family Welfare, Government of India.

Published
2019
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6. Measuring contraceptive method mix, prevalence, and demand satisfied by age and marital status in 204 countries and territories, 1970–2019: a systematic analysis for the Global Burden of Disease Study 2019

Author

Annie Haakenstad, Olivia Angelino, Caleb M S Irvine, Zulfiqar A Bhutta, Kelly Bienhoff, Corinne Bintz, Kate Causey, M Ashworth Dirac, Nancy Fullman, Emmanuela Gakidou, Thomas Glucksman, Simon I Hay, Nathaniel J Henry, Ira Martopullo, Ali H Mokdad, John Everett Mumford, Stephen S Lim, Christopher J L Murray, and Rafael Lozano

Subjects
Contraception, Contraceptive Agents, Marital Status, Pregnancy, Family Planning Services, Prevalence, Humans, Bayes Theorem, Female, General Medicine, Child, Global Burden of Disease
Abstract

Meeting the contraceptive needs of women of reproductive age is beneficial for the health of women and children, and the economic and social empowerment of women. Higher rates of contraceptive coverage have been linked to the availability of a more diverse range of contraceptive methods. We present estimates of the contraceptive prevalence rate (CPR), modern contraceptive prevalence rate (mCPR), demand satisfied, and the method of contraception used for both partnered and unpartnered women for 5-year age groups in 204 countries and territories between 1970 and 2019.We used 1162 population-based surveys capturing contraceptive use among women between 1970 and 2019, in which women of reproductive age (15-49 years) self-reported their, or their partner's, current use of contraception for family planning purposes. Spatiotemporal Gaussian process regression was used to generate estimates of the CPR, mCPR, demand satisfied, and method mix by age and marital status. We assessed how age-specific mCPR and demand satisfied changed with the Socio-demographic Index (SDI), a measure of social and economic development, using the meta-regression Bayesian, regularised, trimmed method from the Global Burden of Diseases, Injuries, and Risk Factors Study.In 2019, 162·9 million (95% uncertainty interval [UI] 155·6-170·2) women had unmet need for contraception, of whom 29·3% (27·9-30·6) resided in sub-Saharan Africa and 27·2% (24·4-30·3) resided in south Asia. Women aged 15-19 years (64·8% [62·9-66·7]) and 20-24 years (71·9% [68·9-74·2]) had the lowest rates of demand satisfied, with 43·2 million (95% UI 39·3-48·0) women aged 15-24 years with unmet need in 2019. The mCPR and demand satisfied among women aged 15-19 years were substantially lower than among women aged 20-49 years at SDI values below 60 (on a 0-100 scale), but began to equalise as SDI increased above 60. Between 1970 and 2019, the global mCPR increased by 20·1 percentage points (95% UI 18·7-21·6). During this time, traditional methods declined as a proportion of all contraceptive methods, whereas the use of implants, injections, female sterilisation, and condoms increased. Method mix differs substantially depending on age and geography, with the share of female sterilisation increasing with age and comprising more than 50% of methods in use in south Asia. In 28 countries, one method was used by more than 50% of users in 2019.The dominance of one contraceptive method in some locations raises the question of whether family planning policies should aim to expand method mix or invest in making existing methods more accessible. Lower rates of demand satisfied among women aged 15-24 years are also concerning because unintended pregnancies before age 25 years can forestall or eliminate education and employment opportunities that lead to social and economic empowerment. Policy makers should strive to tailor family planning programmes to the preferences of the groups with the most need, while maintaining the programmes used by existing users.BillMelinda Gates Foundation.

Published
2022
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8. Estimating global and regional disruptions to routine childhood vaccine coverage during the COVID-19 pandemic in 2020: a modelling study

Author

Marta Gacic-Dobo, Nancy Fullman, Jiawei He, Samir V. Sodha, Stephen S Lim, Reed J. D. Sorensen, Megan F. Schipp, Simon I. Hay, Natalie C. Galles, Jonathan F. Mosser, Ramon Martinez-Piedra, Peng Zheng, M. Carolina Danovaro-Holliday, Martha Velandia-González, Emma Castro, Amanda Deen, Kate Causey, and Aleksandr Y. Aravkin

Subjects
Coronavirus disease 2019 (COVID-19), business.industry, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Outbreak, Articles, General Medicine, law.invention, Transmission (mechanics), law, Environmental health, Pandemic, Global health, Medicine, East Asia, Measles vaccine, business
Abstract

Summary Background The COVID-19 pandemic and efforts to reduce SARS-CoV-2 transmission substantially affected health services worldwide. To better understand the impact of the pandemic on childhood routine immunisation, we estimated disruptions in vaccine coverage associated with the pandemic in 2020, globally and by Global Burden of Disease (GBD) super-region. Methods For this analysis we used a two-step hierarchical random spline modelling approach to estimate global and regional disruptions to routine immunisation using administrative data and reports from electronic immunisation systems, with mobility data as a model input. Paired with estimates of vaccine coverage expected in the absence of COVID-19, which were derived from vaccine coverage models from GBD 2020, Release 1 (GBD 2020 R1), we estimated the number of children who missed routinely delivered doses of the third-dose diphtheria-tetanus-pertussis (DTP3) vaccine and first-dose measles-containing vaccine (MCV1) in 2020. Findings Globally, in 2020, estimated vaccine coverage was 76·7% (95% uncertainty interval 74·3–78·6) for DTP3 and 78·9% (74·8–81·9) for MCV1, representing relative reductions of 7·7% (6·0–10·1) for DTP3 and 7·9% (5·2–11·7) for MCV1, compared to expected doses delivered in the absence of the COVID-19 pandemic. From January to December, 2020, we estimated that 30·0 million (27·6–33·1) children missed doses of DTP3 and 27·2 million (23·4–32·5) children missed MCV1 doses. Compared to expected gaps in coverage for eligible children in 2020, these estimates represented an additional 8·5 million (6·5–11·6) children not routinely vaccinated with DTP3 and an additional 8·9 million (5·7–13·7) children not routinely vaccinated with MCV1 attributable to the COVID-19 pandemic. Globally, monthly disruptions were highest in April, 2020, across all GBD super-regions, with 4·6 million (4·0–5·4) children missing doses of DTP3 and 4·4 million (3·7–5·2) children missing doses of MCV1. Every GBD super-region saw reductions in vaccine coverage in March and April, with the most severe annual impacts in north Africa and the Middle East, south Asia, and Latin America and the Caribbean. We estimated the lowest annual reductions in vaccine delivery in sub-Saharan Africa, where disruptions remained minimal throughout the year. For some super-regions, including southeast Asia, east Asia, and Oceania for both DTP3 and MCV1, the high-income super-region for DTP3, and south Asia for MCV1, estimates suggest that monthly doses were delivered at or above expected levels during the second half of 2020. Interpretation Routine immunisation services faced stark challenges in 2020, with the COVID-19 pandemic causing the most widespread and largest global disruption in recent history. Although the latest coverage trajectories point towards recovery in some regions, a combination of lagging catch-up immunisation services, continued SARS-CoV-2 transmission, and persistent gaps in vaccine coverage before the pandemic still left millions of children under-vaccinated or unvaccinated against preventable diseases at the end of 2020, and these gaps are likely to extend throughout 2021. Strengthening routine immunisation data systems and efforts to target resources and outreach will be essential to minimise the risk of vaccine-preventable disease outbreaks, reach children who missed routine vaccine doses during the pandemic, and accelerate progress towards higher and more equitable vaccination coverage over the next decade. Funding Bill & Melinda Gates Foundation.

Published
2021
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9. The effect of air pollution on deaths, disease burden, and life expectancy across China and its provinces, 1990–2017: an analysis for the Global Burden of Disease Study 2017

Author

Maigeng Zhou, Haidong Wang, Jeffrey D. Stanaway, Joseph Frostad, William W Godwin, Peng Yin, Lijun Wang, Jie Li, Samantha Leigh Larson, Aaron J Cohen, Ashley Marks, Christopher J L Murray, Richard T. Burnett, Kate Causey, and Michael Brauer

Subjects
Male, Pollution, China, Health (social science), media_common.quotation_subject, Air pollution, Medicine (miscellaneous), 010501 environmental sciences, medicine.disease_cause, 01 natural sciences, Global Burden of Disease, 03 medical and health sciences, Life Expectancy, Ozone, 0302 clinical medicine, Cost of Illness, Risk Factors, Air Pollution, Cause of Death, Environmental health, medicine, Humans, 030212 general & internal medicine, Air quality index, Disease burden, 0105 earth and related environmental sciences, media_common, Air Pollutants, Inhalation Exposure, Geography, Health Policy, Mortality rate, Public Health, Environmental and Occupational Health, Articles, Particulates, Life expectancy, Environmental science, Female, Particulate Matter, Quality-Adjusted Life Years
Abstract

Summary Background Air pollution is an important public health concern in China, with high levels of exposure to both ambient and household air pollution. To inform action at provincial levels in China, we estimated the exposure to air pollution and its effect on deaths, disease burden, and loss of life expectancy across all provinces in China from 1990 to 2017. Methods In all 33 provinces, autonomous regions, municipalities, and special administrative regions in China, we estimated exposure to air pollution, including ambient particulate matter pollution (defined as the annual gridded concentration of PM2·5), household air pollution (defined as the percentage of households using solid cooking fuels and the corresponding exposure to PM2·5), and ozone pollution (defined as average gridded ozone concentrations). We used the methods of the Global Burden of Diseases, Injuries, and Risk Factors Study 2017 to estimate deaths and disability-adjusted life-years (DALYs) attributable to air pollution, and what the life expectancy would have been if air pollution levels had been less than the minimum level causing health loss. Findings The average annual population-weighted PM2·5 exposure in China was 52·7 μg/m3 (95% uncertainty interval [UI] 41·0–62·8) in 2017, which is 9% lower than in 1990 (57·8 μg/m3, 45·0–67·0). We estimated that 1·24 million (95% UI 1·08–1·40) deaths in China were attributable to air pollution in 2017, including 851 660 (712 002–990 271) from ambient PM2·5 pollution, 271 089 (209 882–346 561) from household air pollution from solid fuels, and 178 187 (67 650–286 229) from ambient ozone pollution. The age-standardised DALY rate attributable to air pollution was 1513·1 per 100 000 in China in 2017, and was higher in males (1839·8 per 100 000) than in females (1198·3 per 100 000). The age-standardised death rate attributable to air pollution decreased by 60·6% (55·7–63·7) for China overall between 1990 and 2017, driven by an 85·4% (83·2–87·3) decline in household air pollution and a 12·0% (1·4–22·1) decline in ambient PM2·5 pollution. 40·0% of DALYs for COPD were attributable to air pollution, as were 35·6% of DALYs for lower respiratory infections, 26·1% for diabetes, 25·8% for lung cancer, 19·5% for ischaemic heart disease, and 12·8% for stroke. We estimated that if the air pollution level in China was below the minimum causing health loss, the average life expectancy would have been 1·25 years greater. The DALY rate per 100 000 attributable to air pollution varied across provinces, ranging from 482·3 (371·1–604·1) in Hong Kong to 1725·6 (720·4–2653·1) in Xinjiang for ambient pollution, and from 18·7 (9·1–34·0) in Shanghai to 1804·5 (1339·5–2270·1) in Tibet for household pollution. Although the overall mortality attributable to air pollution decreased in China between 1990 and 2017, 12 provinces showed an increasing trend during the past 27 years. Interpretation Pollution from ambient PM2·5 and household burning of solid fuels decreased markedly in recent years in China, after extensive efforts to control emissions. However, PM2·5 concentrations still exceed the WHO Air Quality Guideline for the entire population of China, with 81% living in regions exceeding the WHO Interim Target 1, and air pollution remains an important risk factor. Sustainable development policies should be implemented and enforced to reduce the impact of air pollution on long-term economic development and population health. Funding Bill & Melinda Gates Foundation; and China National Key Research and Development Program.

Published
2020
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10. Correction: Ambient and household PM2.5 pollution and adverse perinatal outcomes: A meta-regression and analysis of attributable global burden for 204 countries and territories

Author

Katrin Burkart, Aaron J. Cohen, Sarah Wozniak, Kate Causey, Rakesh Ghosh, and Michael Brauer

Subjects
business.industry, Birth weight, Confounding, Gestational age, Retrospective cohort study, General Medicine, Infant mortality, Low birth weight, Environmental health, Medicine, Meta-regression, medicine.symptom, business, Disease burden
Abstract

Background Particulate matter

Published
2021

11. Quantifying risks and interventions that have affected the burden of lower respiratory infections among children younger than 5 years

Author

Tesfaye Dessale Kassa, Félix Carvalho, Luke D. Knibbs, Sonia Lewycka, Sonali Kochhar, Aaron Cohen, Luca Ronfani, Ebrahim M Yimer, Srinivas Murthy, Ejaz Ahmad Khan, Josip Car, Rodrigo Sarmiento-Suarez, Babak Moazen, Mostafa Qorbani, Javad Nazari, Nancy Fullman, Niranjan Kissoon, Keyghobad Ghadiri, Marissa B Reitsma, Benn Sartorius, Ashish Awasthi, Aman Yesuf Endries, Christopher Troeger, Evanson Z. Sambala, Nelson Alvis-Guzman, Alessandra C. Goulart, Erlyn Rachelle King Macarayan, Ahmad Daryani, Fakher Rahim, Fiseha Wadilo Wada, Yuming Guo, Sonia Saxena, Justin R. Ortiz, Monika Sawhney, Eyal Oren, Alaa Badawi, Tomislav Mestrovic, Sezer Kisa, Cheru Tesema Leshargie, Ai Koyanagi, Long Hoang Nguyen, Alireza Rafiei, Aziz Rezapour, Huong Lan Thi Nguyen, Abdallah M. Samy, Catrin E. Moore, André Karch, Seyyed Meysam Mousavi, Chi Linh Hoang, Katie R Nielsen, Eleonora Dubljanin, Giuseppe Gorini, Charles Shey Wiysonge, Bach Xuan Tran, Christopher J L Murray, Khanh Bao Tran, Maarten J. Postma, Mohammad Sadegh Rezai, Bartosz Miazgowski, Hagos Tasew Atalay, Aziz Sheikh, Reginald Quansah, Kirsten E. Wiens, Mika Shigematsu, Devasahayam J. Christopher, Hamid Yimam Hassen, Yasir Waheed, Robert Reiner, Smita Pakhale, Joseph Adel Mattar Banoub, Fares Alahdab, Vafa Rahimi-Movaghar, Mahesh P A, Ruth W Kimokoti, Feleke Mekonnen Demeke, Mohamad-Hani Temsah, Zakir Hussain, Naohiro Yonemoto, Noore Alam, Mu'awiyyah Babale Sufiyan, Lidia Morawska, Adane Teshome Kefale, Ali H. Mokdad, Rachel L Updike, Amir Kasaeian, Yousef Veisani, Rajesh Kumar Rai, Jeffrey D. Stanaway, Mina Anjomshoa, Corey B. Bills, Puja C Rao, Euripide Frinel G Arthur Avokpaho, Lorenzo Monasta, Zoubida Zaidi, Yousef Khader, Heather J. Zar, Ali Bijani, Tommi Vasankari, Kefyalew Addis Alene, Young-Ho Khang, Afewerki Gebremeskel Tsadik, Joseph Frostad, Ghulam Mustafa, Jalal Arabloo, Rajaa Al-Raddadi, Shanshan Li, David L. Smith, Maria Jesus Rios-Blancas, Carlos A Castañeda-Orjuela, Syed Mohamed Aljunid, Andrew T Olagunju, Suleman Atique, Abdullah T Khoja, Ibrahim A Khalil, William M. Gardner, Zikria Saleem, Addisu Melese, Stephen S Lim, Eyasu Ejeta Duken, Erkin M. Mirrakhimov, Gessessew Bugssa Hailu, Hmwe H Kyu, Seyedmojtaba Seyedmousavi, Aleksandra Barac, Spencer L. James, Salvatore Rubino, Lalit Dandona, Arya Haj-Mirzaian, Kate Causey, Nicholas J Kassebaum, Simon I. Hay, Ravi Prakash Jha, Karzan Abdulmuhsin Mohammad, Son Hoang Nguyen, Belay Tessema, Muhammad Imran Nisar, Barthelemy Kuate Defo, Alireza Ahmadi, Theo Vos, Krittika Bhattacharyya, Irfan Ullah, Molly H Biehl, Kalpana Balakrishnan, Tinuke O Olagunju, Florian Fischer, Olatunde Aremu, Brigette F. Blacker, Derrick A Bennett, Vahid Alipour, Carl Abelardo T. Antonio, Manisha Dubey, Tuomo J. Meretoja, G Anil Kumar, Varshil Mehta, Molly R Nixon, Eduarda Fernandes, Chandrashekhar T Sreeramareddy, Anselm Okoro, Zulfiqar A Bhutta, Maysaa El Sayed Zaki, Shafiu Mohammed, Nuruzzaman Khan, Jost B. Jonas, Samah Awad, Miloje Savic, Soewarta Kosen, Quique Bassat, Amha Admasie, Cuong Tat Nguyen, Chalachew Genet Akal, Milena M Santric Milicevic, Adnan Kisa, Arvin Haj-Mirzaian, Jonathan F. Mosser, Stephanie R M Zimsen, Dharmesh Kumar Lal, Birhanu Geta, Nobuyuki Horita, Gulfaraz Khan, Saeed Amini, Ziad A. Memish, Rakhi Dandona, Alyssa N. Sbarra, Dietrich Rothenbacher, Samer Hamidi, Felix Akpojene Ogbo, Helena Manguerra, Shirin Djalalinia, Degu Abate, Rakesh Lodha, Samuel B. Albertson, Seyed Sina Naghibi Irvani, Abdullah Al Mamun, Neeraj Bedi, Parvaiz A Koul, Desalegn Tadese Mengistu, Katie Welgan, Masood Ali Shaikh, Marek Majdan, Mihaela Hostiuc, Mohamed Lemine Cheikh brahim Ahmed, Public Health, GBD Lower Resp Infect, Microbes in Health and Disease (MHD), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Value, Affordability and Sustainability (VALUE), Collaborators, GBD 2017 Lower Respiratory Infections, Clinicum, Institute for Molecular Medicine Finland, HUS Comprehensive Cancer Center, Staff Services, University of Helsinki, II kirurgian klinikka, and Department of Oncology

Subjects
Male, Psychological intervention, Global Health, Global Burden of Disease, 0302 clinical medicine, Risk Factors, Case fatality rate, Medicine, 030212 general & internal medicine, Respiratory Tract Infections, INFLUENZAE TYPE-B, education.field_of_study, NUTRITION TRANSITION, CHALLENGES, Trastornos respiratorios, Incidence (epidemiology), Mortality rate, Incidence, Enfermedades en niños, CHILDHOOD PNEUMONIA, Children younger than 5 years, 3. Good health, Infectious Diseases, Child, Preschool, Child Mortality, Female, TERRITORIES, CONJUGATE VACCINE, 030231 tropical medicine, Population, 195 COUNTRIES, Infections, Article, CHINA, 03 medical and health sciences, Age Distribution, Nutrition transition, SYSTEMATIC ANALYSIS, Humans, Risk factor, education, Lower respiratory, Models, Statistical, business.industry, AIR-POLLUTION, Verbal autopsy, Enfermedades respiratorias, Socioeconomic Factors, 3121 General medicine, internal medicine and other clinical medicine, Human medicine, business, Demography
Abstract

Background Despite large reductions in under-5 lower respiratory infection (LRI) mortality in many locations, the pace of progress for LRIs has generally lagged behind that of other childhood infectious diseases. To better inform programmes and policies focused on preventing and treating LRIs, we assessed the contributions and patterns of risk factor attribution, intervention coverage, and sociodemographic development in 195 countries and territories by drawing from the Global Burden of Diseases, Injuries, and Risk Factors Study 2017 (GBD 2017) LRI estimates. Methods We used four strategies to model LRI burden: the mortality due to LRIs was modelled using vital registration data, demographic surveillance data, and verbal autopsy data in a predictive ensemble modelling tool; the incidence of LRIs was modelled using population representative surveys, health-care utilisation data, and scientific literature in a compartmental meta-regression tool; the attribution of risk factors for LRI mortality was modelled in a counterfactual framework; and trends in LRI mortality were analysed applying changes in exposure to risk factors over time. In GBD, infectious disease mortality, including that due to LRI, is among HIV-negative individuals. We categorised locations based on their burden in 1990 to make comparisons in the changing burden between 1990 and 2017 and evaluate the relative percent change in mortality rate, incidence, and risk factor exposure to explain differences in the health loss associated with LRIs among children younger than 5 years. Findings In 2017, LRIs caused 808 920 deaths (95% uncertainty interval 747 286–873 591) in children younger than 5 years. Since 1990, there has been a substantial decrease in the number of deaths (from 2 337 538 to 808 920 deaths; 65·4% decrease, 61·5–68·5) and in mortality rate (from 362·7 deaths [330·1–392·0] per 100 000 children to 118·9 deaths [109·8–128·3] per 100 000 children; 67·2% decrease, 63·5–70·1). LRI incidence declined globally (32·4% decrease, 27·2–37·5). The percent change in under-5 mortality rate and incidence has varied across locations. Among the risk factors assessed in this study, those responsible for the greatest decrease in under-5 LRI mortality between 1990 and 2017 were increased coverage of vaccination against Haemophilus influenza type b (11·4% decrease, 0·0–24·5), increased pneumococcal vaccine coverage (6·3% decrease, 6·1–6·3), and reductions in household air pollution (8·4%, 6·8–9·2). Interpretation Our findings show that there have been substantial but uneven declines in LRI mortality among countries between 1990 and 2017. Although improvements in indicators of sociodemographic development could explain some of these trends, changes in exposure to modifiable risk factors are related to the rates of decline in LRI mortality. No single intervention would universally accelerate reductions in health loss associated with LRIs in all settings, but emphasising the most dominant risk factors, particularly in countries with high case fatality, can contribute to the reduction of preventable deaths. Funding Bill & Melinda Gates Foundation.

Published
2020
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13. Estimating disease burden attributable to household air pollution: new methods within the Global Burden of Disease Study

Author

Michael Brauer, Katrin Burkart, Fiona B. Bennitt, Kate Causey, and S S Wozniak

Subjects
Estimation, education.field_of_study, medicine.medical_specialty, business.industry, lcsh:Public aspects of medicine, Population, lcsh:RA1-1270, General Medicine, Relative risk, Environmental health, Epidemiology, Global health, medicine, Risk factor, education, Energy source, business, Disease burden
Abstract

Background Despite a substantial reduction in the use of solid fuels worldwide, exposure to household air pollution (HAP) from use of these fuels for cooking remains a leading risk factor for global disease burden. Among environmental risk factors, the contribution of HAP to disease burden is second only to ambient particulate matter pollution. We present updates to our modeling methodology as well as our latest findings on attributable burden estimates. Methods We estimated HAP-attributable burden for cataract, chronic obstructive pulmonary disease, ischaemic heart disease, lower respiratory infections, lung cancer, neonatal disorders, stroke, and type 2 diabetes for 204 countries and territories from 1990 to 2019. We used spatio-temporal Gaussian Process Regression to model data from observational surveys and censuses reporting primary cooking fuel to estimate the proportion of individuals using a specific solid-fuel type (wood, coal/charcoal, agricultural residues, or dung) by location. We converted the fuel exposure estimates to year, location, and sex/age-specific PM2·5 exposures with a regression mapping function using household air pollution measurements. Using a Bayesian meta-regression tool, we estimated relative risk as a function of PM2·5 exposure for each disease based upon a systematic review of the epidemiological literature on indoor and ambient air pollution. We then combined our exposure estimates and relative risks to estimate population attributable fractions and attributable burden for each cause. Findings In 2019, 91·5 million global disability-adjusted life years (DALYs) (95% uncertainty interval 67·0–119) were attributable to HAP, a decline of more than 50% from 1990. We estimated 2·31 million (1·63–3·12) global deaths were attributable to HAP and accounted for over 4% of all deaths in 2019. HAP-attributable burden remains highest in sub-Saharan Africa and south Asia, with 3770·3 (2876·4–4720·2) and 2068·0 (1412·5–2799·7) age-standardised DALYs per 100 000 population, respectively. Interpretation Although the disease burden attributable to HAP decreased considerably between 1990 and 2019, it remains a significant risk factor. Our internally consistent methodology and comprehensive approach to estimation of HAP-attributable burden provides a robust resource for global health interventions. Efforts to transition to cleaner household energy sources should be accelerated. Funding Bill & Melinda Gates Foundation.

Published
2021

14. Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019

Author

Soufiane Boufous, Yousef Veisani, Mehran Asadi-Aliabadi, Sharath Burugina Nagaraja, Maziar Moradi-Lakeh, Getachew Mullu Kassa, Edward J Mills, Dimas Ria Angga Pribadi, William James Dangel, Mohamad-Hani Temsah, Catherine O. Johnson, Gregory A. Roth, Giuseppe Gorini, Fariborz Mansour-Ghanaei, Alberto Ortiz, Samad Azari, Assefa Ayalew Ayalew Ayalew Gebreslassie, Salime Goharinezhad, Stephanie R. M. Zimsen, Peng Zheng, Michael Assmus, Elisabetta Pupillo, Bach Xuan Tran, Lal B. Rawal, Narayanaswamy Venketasubramanian, Noushin Mohammadifard, Stephen S Lim, Ata Rafiee, Maria Inês Schmidt, Vincent C. Iannucci, Suzanne Lyn Barker-Collo, Leah E. Cahill, Tauseef Ahmad, Platon D. Lopukhov, Kazumasa Yamagishi, Abdullah Al Mamun, Iqbal R. F. Elyazar, Giovanni Damiani, Mohammad Hossein Bakhshaei, Mehdi Fazlzadeh, Virginia Núñez-Samudio, Alyssa Pennini, Dietrich Plass, Atkilt Esaiyas Etisso, Gebre Teklemariam Demoz, Alexandrea Watson, Arvin Haj-Mirzaian, Paul S Briant, Frank B. Osei, Blair R. Bumgarner, Maciej Banach, Ravensara S. Travillian, Kai-Lan Chang, Shirin Djalalinia, Hasan Yusefzadeh, Silvano Gallus, Seyyed Meysam Mousavi, Bernhard T. Baune, Aaron van Donkelaar, Azeem Majeed, Hans Kromhout, Robert Ancuceanu, Blessing J. Akombi, Pushpendra Singh, Nayu Ikeda, William M. Gardner, Zahid A Butt, Mohammad Abdollahi, Temesgen Yihunie Akalu, Rahman Shiri, Benn Sartorius, Ai-Min Wu, Bing Fang Hwang, Flavia M. Cicuttini, Hiroyasu Iso, Luis Camera, Amin Soheili, Félix Carvalho, Yun Jin Kim, Caleb Mackay Salpeter Irvine, Mehdi Mirzaei-Alavijeh, Iman Halvaei, Saqib Ali, Giulio Castelpietra, Catalina Liliana Andrei, Ali Kazemi Karyani, Parkes J Kendrick, Hamidreza Haririan, Lucas Guimarães Abreu, Mukhammad David Naimzada, Jeff T. Zhao, Samiah Alam, Sorin Hostiuc, Shaun Wen Huey Lee, João Mauricio Castaldelli-Maia, Behzad Karami Matin, Cyrus Alinia, Takahiro Tabuchi, Manu Raj Mathur, Søren Thorgaard Skou, Thomas Khaled Dwayne Classen, Reza Heidari-Soureshjani, Massimo Cirillo, Nikita Otstavnov, Mehdi Bohluli, Ruth W. Kimokoti, Animut Tagele Tamiru, Masoumeh Sadeghi, Mohammad Ali Jahani, Itamar S. Santos, Mekdes Tigistu Yilma, Lars Johansson, Arielle Wilder Eagan, Nevine El Nahas, Silvia Schiavolin, Kevin D. Shield, Dinh-Toi Chu, Shiva Borzouei, Paul S. F. Yip, Beatrix Haddock, Gianfranco Alicandro, Vasily Vlassov, Deanna Anderlini, Giuseppe Remuzzi, Khalid A Altirkawi, Farahnaz Joukar, Aso Mohammad Darwesh, Ratilal Lalloo, Panniyammakal Jeemon, Rohollah Kalhor, Daniel Youngwhan Cho, Weijia Fu, João Pedro Silva, Rodrigo Sarmiento-Suarez, Seth Christopher Yaw Appiah, Mehdi Ahmadi, Jacob Olusegun Olusanya, José Neves, Gaorui Guo, Tomas Y. Yeheyis, John S. Ji, Charles D. H. Parry, Maryam Ghadimi, Seyed-Mohammad Fereshtehnejad, Serge Resnikoff, Anna E. Torre, Vinod C Nayak, Jamileh Shadid, Susanne Breitner, Mohammad Khammarnia, Mathilde Touvier, Ensiyeh Jenabi, Hosna Janjani, Floriane Ausloos, Irmina Maria Michalek, Alexandra S. Boon-Dooley, Jessica A. Cruz, Syed Mohamed Aljunid, Abiodun M. Adeoye, André Faro, Bartosz Miazgowski, Jobert Richie Nansseu, Erin C Mullany, Giannina Ferrara, Martin McKee, Emmanuel Peprah, Oommen John, Reza Saeedi, Yasser Vasseghian, Dragos Virgil Davitoiu, Sarah Wulf Hanson, Yingxi Zhao, Omid Shafaat, Ali Rajabpour-Sanati, Farid Najafi, Ana Maria Mantilla Herrera, Fatemeh Rajati, Tarun Gupta, Łukasz Szumowski, Mohammed Ibrahim Mohialdeen Gubari, Peter Njenga Keiyoro, Dharmesh Kumar Lal, Zhi Jiang Zhang, Osayomwanbo Osarenotor, Tanvir M. Huda, Perminder S. Sachdev, Farhad Ghamari, Era Upadhyay, Vivek Kumar, Guoqing Hu, Vinay Nangia, Vladimir Andreevich Korshunov, Saeed Shahabi, Golnaz Heidari, Ashraf Nabhan, Robert C. Reiner, Aziz Rezapour, Justin J. Lang, Rakhi Dandona, Josephine W. Ngunjiri, Anna-Karin Danielsson, André Karch, Filippo Ariani, Ahmed Abdelalim, Masih Tajdini, Stefanos Tyrovolas, Mohamed Hsairi, Jae Il Shin, Jasvinder A. Singh, Meghan D. Mooney, Fiona B. Bennitt, Hesam Alizade, Segun Emmanuel Ibitoye, Pradhum Ram, Soraya Siabani, Evanson Z. Sambala, Reza Malekzadeh, Falk Schwendicke, Lalit Dandona, Masoud Moradi, Molly R Nixon, Roya Mirzaei, Rachel Feldman, Hosni Salem, Alberto L. García-Basteiro, Lorainne Tudor Car, Sharareh Eskandarieh, Ramesh Holla, Ritesh G. Menezes, Taraneh Yousefinezhadi, Hai Quang Pham, Hamideh Salimzadeh, Luisa Sorio Flor, Priya Rathi, Ali Bijani, Harvey Whiteford, Shanshan Li, Aleksandr Y. Aravkin, Joshua A. Salomon, Franz Castro, Lisa M. Force, Abdilahi Yousuf Yousuf, Mina Anjomshoa, Ken Takahashi, Maigeng Zhou, Telma Zahirian Moghadam, Maseer Khan, Irina Filip, Santi Martini, Randah R. Hamadeh, Somayeh Bohlouli, Joana Morgado-da-Costa, Tim Driscoll, Jingkai Wei, Hermann Brenner, Reza Rawassizadeh, Radoslaw Sierpinski, Saman Esmaeilnejad, Emmanuel Wandera Okunga, Marisa Freitas, Srikanta Banerjee, Feleke Mekonnen Demeke, Shahin Soltani, Naser Mohammad Gholi Mezerji, Reed J D Sorensen, Elena V. Gnedovskaya, Johan Ärnlöv, Ivo Rakovac, Reza Mohammadpourhodki, Hussain Jafari, Atte Meretoja, Yasir Waheed, Fahad Alanezi, Arya Haj-Mirzaian, Sezer Kisa, Jaifred Christian F. Lopez, Khalid F. Alhabib, Basema Saddik, Michael R. Phillips, Vishnu Renjith, Yafeng Wang, Kevan R. Polkinghorne, Liliana G Ciobanu, Jacek Jerzy Jozwiak, Gelin Xu, Richard C. Franklin, Junjie Wu, Thomas R. Hird, Mohammad Zamani, Diana Silva, Fotis Topouzis, Irena Ilic, Jeffrey D. Stanaway, Hadi Pourjafar, Huong Lan Thi Nguyen, Khaled Khatab, Ammas Siraj Mohammed, Ziyad Al-Aly, A. A. Fomenkov, Charlie Ashbaugh, Mowafa Househ, Paul I. Dargan, Endalkachew Worku Mengesha, Shaimaa I. El-Jaafary, Ernoiz Antriyandarti, Iffat Elbarazi, Dara K. Mohammad, Naznin Hossain, Reza Shirkoohi, João M. Furtado, Arash Ziapour, Morteza Jafarinia, M. Mofizul Islam, Anamika Pandey, Ahmed I. Hasaballah, Tanuj Kanchan, Lee Ling Lim, Muktar Omer Omer, Charles D.A. Wolfe, Ulrich O Mueller, Helen Bitew, V. Prakash, Fereshteh Mehri, Randall V. Martin, Claudiu Herteliu, Constance D. Pond, Min Jeong Shin, Morteza Oladnabi, Antonio Maria Borzì, Yousef Mohammad, Yuichiro Yano, Luke D. Knibbs, Kevin S Ikuta, Maryam Mirzaei, Andreea Mirica, Sofia Boston Redford, Siamak Sabour, Mariya Vladimirovna Titova, Davood Anvari, Ghobad Moradi, Jordi Alonso, Shiwei Liu, Theo Vos, Tuomo J. Meretoja, Ireneous N. Soyiri, Owen R. Cooper, Seyed Sina Naghibi Irvani, Kejia Hu, Hannah J. Henrikson, Sanni Yaya, Robert P. Dellavalle, Chidozie Declan Iwu, Sergey Soshnikov, Jee-Young Jasmine Choi, Satinath Mukhopadhyay, Zabihollah Yousefi, Iman El Sayed, Biresaw Wassihun Alemu, Neeti Kapoor, Ahmad Daryani, Cathleen Keller, Ibrahim Abdollahpour, Nuno Taveira, Masoud Foroutan, Fatemeh Amiri, Mariam Molokhia, Songhomitra Panda-Jonas, Amy E. Peden, Rufus Akinyemi, Ejaz Ahmad Khan, Mostafa Amini-Rarani, J. Becker, Hamidreza Pazoki Toroudi, Ben Lacey, Kidanemaryam Berhe, Simon Yadgir, Spencer L. James, Cory N. Spencer, Aletta E. Schutte, Mu'awiyyah Babale Sufiyan, Arash Tehrani-Banihashemi, Govinda Prasad Dhungana, Fereshteh Ansari, Rixing Xu, Jonathan F. Mosser, Josep Maria Haro, Enrico Rubagotti, Anurag Agrawal, Zahiruddin Quazi Syed, Hoa Thi Do, Ettore Beghi, Seyed Mohammad Kazem Aghamir, Abraham Geremew, Alireza Esteghamati, Paramjit Gill, Farzad Jalilian, J. Jason West, Mikhail Sergeevich Zastrozhin, Albertino Damasceno, Bruce Bartholow Duncan, Nazir Fattahi, Daniel Cury Ribeiro, Michael Brauer, Mark A. Stokes, Veincent Christian Filipino Pepito, Lidia Morawska, Fiona J Charlson, Babak Moazen, Dejana Braithwaite, Jonathan M. Kocarnik, Sergio I. Prada, Andrea Farioli, Zahra Atafar, Heather Orpana, Daniela Balzi, Marco Vacante, Rahmatollah Moradzadeh, Jacek A. Kopec, Iván Landires, Robert G. Weintraub, Leonardo Roever, Yannick Béjot, Markus P. Schlaich, Hamed Zandian, Subramanian Senthilkumaran, Klara Dokova, Vahid Alipour, Sowmya J. Rao, Rakesh Ghosh, Omar Mukhtar Salman, Faris Lami, Marcos Roberto Tovani-Palone, Hamid Reza Tohidinik, Seyed Mohammad Riahi, Adnan Kisa, Ghasem Azarian, Caroline Stein, Zulfiqar A. Bhutta, Sinead Langan, Kunihiro Matsushita, Lauren E. Schaeffer, Kathryn H. Jacobsen, Mehdi Naderi, Mehdi Hosseinzadeh, Nizal Sarrafzadegan, Bahram Armoon, Dan J. Stein, Jessica Fanzo, Morenike Oluwatoyin Folayan, Luca Ronfani, Phetole Walter Mahasha, Nicholas J K Breitborde, Adrian Oţoiu, Arash Sarveazad, Marc L. Serre, Mostafa Hosseini, Nicolas Cherbuin, George D. Thurston, Jalal Arabloo, Mokhtar Mahdavi, Andre Rodrigues Duraes, Ana Laura Manda, Ahmed Abualhasan, Nima Rezaei, Yuan-Pang Wang, Theodore Patrick Younker, Alireza Ansari-Moghaddam, Borhan Mansouri, Adam E. Berman, Khezar Hayat, Rosario Cárdenas, Bolajoko O. Olusanya, Tommi Vasankari, Simon I. Hay, Fatemeh Ghaffarifar, Leo Stockfelt, Ai Koyanagi, Giorgia Giussani, Yuming Guo, Sonia Saxena, Deborah Carvalho Malta, Mehedi Hasan, Negar Rezaei, Maja Pasovic, Jukka Takala, Bogdan Oancea, Sare Safi, A. Werdecker, Florian Fischer, Beatriz Paulina Ayala Quintanilla, Muhammad Shahdaat Bin Sayeed, Takeshi Fukumoto, Maha Atout, Brijesh Sathian, Cristina Bosetti, Mitchell T. Wallin, Agegnehu Bante, Helen Ippolito, Anthony Masaka, Chantal Huynh, Justin Lo, Jordan Weiss, Joemer C. Maravilla, Alberto Raggi, Peter W. Gething, Cristiana Abbafati, Daniela Ribeiro, Mohammad Farahmand, Yetunde O. John-Akinola, Isabela M. Benseñor, Emilie R Maddison, John J. McGrath, Salman Khazaei, Scott B. Patten, Jean Jacques Noubiap, Emmanuela Gakidou, Celine M. Barthelemy, Ashish Badiye, George C. Patton, Obinna Onwujekwe, Peter Allebeck, Victor Aboyans, Olayinka Stephen Ilesanmi, Mousa Yaminfirooz, Neeraj Bedi, Nicholas L S Roberts, Joht Singh Chandan, Hans W. Hoek, Usman Iqbal, Nima Hafezi-Nejad, Haley Lescinsky, Naohiro Yonemoto, Ahmad Ghashghaee, Anders Larsson, David C. Schwebel, Milena Ilic, Richard T. Burnett, Yang Liu, Carlo La Vecchia, Felix Akpojene Ogbo, Morteza Naserbakht, Sangram Kishor Patel, Melanie S. Hammer, Prasanna Mithra, Mohammad Amin Bahrami, Kanyin L. Ong, Mona Pathak, Afshin Maleki, Saeid Safiri, Masood Ali Shaikh, Kate Causey, Michael R.M. Abrigo, Jost B. Jonas, Dian Kusuma, Jagadish Rao Padubidri, Mihajlo Jakovljevic, Ali S. Shalash, Abdiwahab Hashi, Ionut Negoi, Nataliya A. Foigt, Andrey Nikolaevich Briko, François Alla, Giuseppe Grosso, Houman Goudarzi, Di H. Cross, Vera Marisa Costa, Eduarda Fernandes, Chandrashekhar T Sreeramareddy, Odgerel Chimed-Ochir, Sonia Rodríguez-Ramírez, Bo Norrving, Kerem Shuval, Jacob L. Stubbs, Muhammad Ali, Shuhei Nomura, Man Mohan Mehndiratta, Chisom Joyqueenet Akunna, Abdollah Mohammadian-Hafshejani, Navid Rabiee, Dana Bryazka, Hussen Mohammed, Asadollah Gholamian, Ashley Marks, Rizwan Kalani, Molly E. Herbert, Islam Y. Elgendy, Moritz U. G. Kraemer, Chuanhua Yu, Suzanne Polinder, Pascual R. Valdez, Jennifer Rickard, Kylie Ball, Turki Alanzi, Mohsen Bayati, Hamed Mirzaei, Christopher M Odell, Amira Shaheen, Ziad A. Memish, Thirunavukkarasu Sathish, Michael A. Piradov, Hamed Kalani, Lorenzo Monasta, Christopher S Yilgwan, Desalegn Getnet Demsie, Riaz Uddin, Rizwan Suliankatchi Abdulkader, Vinay Srinivasan, Hamid Ahmadieh, Claudio Alberto Dávila-Cervantes, Raffaele Palladino, Chukwudi A Nnaji, Mika Shigematsu, Stein Emil Vollset, Abbas Sheikhtaheri, Paulo A. Lotufo, Nasir Salam, Binyam Minuye Birihane, Mohammad Ali Mansournia, Tomislav Mestrovic, Samer Hamidi, Rajesh Sagar, Mayowa O. Owolabi, Kara Estep, Ester Cerin, Michael T. Chung, Simon Øverland, Amir Taherkhani, Sheng Chia Chung, Martin Amogre Ayanore, Nikolaos Dervenis, Joan B. Soriano, Tahereh Javaheri, Victor Adekanmbi, Seid Tiku Mereta, Gbenga A. Kayode, Christopher R. Cederroth, Razique Anwer, Rajan Nikbakhsh, Kaja Abbas, Fatemeh Heydarpour, Louisa Degenhardt, Tahiya Alam, Mohammad Miri, Alibek Mereke, David Laith Rawaf, Ippazio Cosimo Antonazzo, Erkin M. Mirrakhimov, Seyed Hossein Yahyazadeh Jabbari, Desta Debalkie Atnafu, Davide Sattin, Moslem Soofi, Edris Hasanpoor, Krittika Bhattacharyya, Mika Kivimäki, Nikolay Ivanovich Briko, Joanna L Whisnant, Christopher J L Murray, Simin Mouodi, Alize J. Ferrari, Damian Santomauro, Katrin Burkart, Tudorel Andrei, Alberto Baldasseroni, Hafiz Ansar Rasul Suleria, Valery L. Feigin, Nauman Khalid, Ewerton Cousin, S. Mohammad Sajadi, Francisco Rogerlândio Martins-Melo, Shankar M Bakkannavar, Themba G.G. Ginindza, Sadaf G. Sepanlou, Sheikh Mohammed Shariful Islam, Sanjay Basu, Getinet Ayano, Paula Moraga, Soheil Hassanipour, Jason A. Anderson, Catherine Bisignano, Iyad Sultan, Deepak Kumar Pasupula, Keivan Ahmadi, Fariba Dorostkar, Rajeev Gupta, David M. Pereira, Mustafa Z. Younis, Adel Spotin, Rasmus Havmoeller, Yeshambel T. Nigatu, Barthelemy Kuate Defo, Mithila Faruque, Alan D. Lopez, Shailesh Advani, Behshad Naghshtabrizi, Shane D. Morrison, Inga Dora Sigfusdottir, Konrad Pesudovs, Anna Gershberg Hayoon, Raaj Kishore Biswas, Reshmi Bhageerathy, H. Dean Hosgood, Giulia Carreras, Sarika Chaturvedi, James L. Fisher, In-Hwan Oh, G Anil Kumar, Christoph Nowak, Vijay Kumar Chattu, Puja C Rao, Marcel Ausloos, Ali Kabir, Rannveig Sigurvinsdottir, Leeberk Raja Inbaraj, Edgar Denova-Gutiérrez, Rafael Tabarés-Seisdedos, Minh Nguyen, Ashkan Afshin, Payman Salamati, Colin Angus, Mona M. Khater, Ehsan Sadeghi, Mahalaqua Nazli Khatib, Antonio Biondi, Valentin Yurievich Skryabin, Mohsen Abbasi-Kangevari, Andrew T Olagunju, Amir Radfar, Laith J. Abu-Raddad, Marcello Tonelli, Hesam Ghiasvand, Hanne Christensen, Juan Jesus Carrero, Maryam Adabi, Saravanan Muthupandian, Kurt Straif, Hossein Samadi Kafil, Lope H Barrero, Harish Chander Gugnani, Mohammad Fareed, Morteza Shamsizadeh, Jemal Abdu Mohammed, Juan A Rivera, Shai Linn, Saad M.A. Dahlawi, Janni Leung, Shokofeh Maleki, Mohd Anisul Karim, Kamarul Imran Musa, Farshad Pourmalek, Dietrich Rothenbacher, Kiomars Sharafi, Alessandra C. Goulart, Leila Doshmangir, Gabriele Nagel, Helena Manguerra, Olatunji O. Adetokunboh, Srinivasa Vittal Katikireddi, Nermin Ghith, Maha El Tantawi, Awoke Misganaw, Yunquan Zhang, Carl Abelardo T. Antonio, Vahid Rashedi, Mehran Shams-Beyranvand, Bhaskaran Unnikrishnan, Holly E. Erskine, Ann Kristin Knudsen, Marissa B Reitsma, Getayeneh Antehunegn Tesema, Javad Javidnia, Ismael R. Campos-Nonato, Biniyam Sahiledengle Geberemariyam, Godfrey Mutashambara Rwegerera, Alaa Badawi, James Leigh, Morteza Arab-Zozani, Kyle E. Simpson, Muluken Bekele Sorrie, Roghiyeh Faridnia, Vivekanand Jha, Tomasz Miazgowski, Aaron J Cohen, Chukwuma David Umeokonkwo, Alessandra Lugo, Adhanom Gebreegziabher Baraki, Akshaya Srikanth Bhagavathula, Caitlyn Steiner, Gholamreza Roshandel, Cuong Tat Nguyen, Tania G Sánchez-Pimienta, Ahamarshan Jayaraman Nagarajan, Laura Kemmer, Ihoghosa Osamuyi Iyamu, Seyedeh Zahra Masoumi, Vivian Chia-Rong Hsieh, Kris J. Krohn, Phoebe Anne Rhinehart, Sarah Wozniak, Sahar Saeedi Moghaddam, Kate E. LeGrand, Christian Kieling, Vahid Yazdi-Feyzabadi, Robin Room, Zelalem Nigussie Azene, Kelly Cercy, Paul H. Lee, Stanislav S. Otstavnov, Dinesh Bhandari, Rafael Alves Guimarães, Zemenu Tadesse Tessema, Aziz Sheikh, Michellr L. Bell, Marwa Rashad Salem, Kirsten E. Wiens, Emma U.R. Smith, Hassan Abolhassani, Cristiano Piccinelli, Kedir Hussein Abegaz, G.K. Mini, Christian Razo, Manuela L. Ferreira, Diego De Leo, Francesco Saverio Violante, Aristidis Tsatsakis, Zahra Sadat Dibaji Forooshani, Tea Lallukka, Dickson A. Amugsi, Anna Poznańska, Graeme J. Hankey, Kewal Krishan, Maryam Zamanian, Eirini Skiadaresi, Jai K Das, Felix Greaves, Tessa M. Pilz, Sameer Vali Gopalani, Mansour Ghafourifard, M. DeLang, Morteza Mahmoudi, Alton Lu, Brian J. Hall, Ravi Prakash Jha, David Edvardsson, Xiu Ju George Zhao, Farshad Farzadfar, Hadi Hassankhani, Samuel M. Ostroff, Gerhard Sulo, Keyghobad Ghadiri, Neeraj Bhala, Stefan Lorkowski, Mohammad Rabiee, Sivan Yegnanarayana Iyer Saraswathy, Amirhossein Sahebkar, Rashid Abdi Guled, Abdallah M. Samy, Roman Topor-Madry, Michal Grivna, Afsaneh Arzani, Ayesha Humayun, Simin Liu, Maryam Khayamzadeh, Davoud Adham, Ahad Bakhtiari, Shafiu Mohammed, Paolo Lauriola, Abbas Mosapour, Sophia Emmons-Bell, Khurshid Alam, Rajat Das Gupta, Matilde Leonardi, Muktar Beshir Ahmed, Jeffrey V. Lazarus, Mohamed M. Gad, Kelly Compton, Leila R Kalankesh, Abdelrahman Ibrahim Abushouk, Mikk Jürisson, Catherine M. Antony, Ali A. Asadi-Pooya, Daniel Diaz, Salman Rawaf, Gina Agarwal, Ted R. Miller, Rebecca Ivers, João Vasco Santos, Savita Lasrado, Abdul Moiz Hafiz, Amir Almasi-Hashiani, Praveen Hoogar, Fares Alahdab, Om P Kurmi, Anbissa Muleta Senbeta, Tomi Akinyemiju, Boris Bikbov, Muhammad Aziz Rahman, Amin Mousavi Khaneghah, Yahya Safari, Guilherme Borges, Carlos A Castañeda-Orjuela, Kenji Shibuya, Bahman Yousefi, Berrin Serdar, Karen M. Tabb, Sonali Kochhar, Till Bärnighausen, Kala M. Mehta, Mostafa Dianatinasab, Arash Etemadi, Melissa Y. Wei, Kiana Ramezanzadeh, Lingkan Barua, Zubair Kabir, Rade Vukovic, Hesham M. Al-Mekhlafi, Shoshana H. Ballew, Miriam Levi, Zainab Samad, Florentino Luciano Caetano dos Santos, Juan Sanabria, Ramu Rawat, Chinwe Juliana Iwu, Gabrielle B. Britton, Colm McAlinden, Mohsen Naghavi, Maarten J. Postma, Chhabi Lal Ranabhat, Jalil Jaafari, Walter Mendoza, Mahesh P A, Pallab K. Maulik, Ali H. Mokdad, Andre M. N. Renzaho, Milena Santric-Milicevic, Parvaiz A Koul, Foad Abd-Allah, Mihaela Hostiuc, Richard G. Cowden, Ronny Westerman, Meghdad Pirsaheb, Department of Earth Observation Science, UT-I-ITC-ACQUAL, Faculty of Geo-Information Science and Earth Observation, Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Value, Affordability and Sustainability (VALUE), Microbes in Health and Disease (MHD), Tampere University, Tays Research Services, Health Sciences, Murray, C. J. L., Aravkin, A. Y., Zheng, P., Abbafati, C., Abbas, K. M., Abbasi-Kangevari, M., Abd-Allah, F., Abdelalim, A., Abdollahi, M., Abdollahpour, I., Abegaz, K. H., Abolhassani, H., Aboyans, V., Abreu, L. G., Abrigo, M. R. M., Abualhasan, A., Abu-Raddad, L. J., Abushouk, A. I., Adabi, M., Adekanmbi, V., Adeoye, A. M., Adetokunboh, O. O., Adham, D., Advani, S. 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W., Ausloos, F., Ausloos, M., Ayala Quintanilla, B. P., Ayano, G., Ayanore, M. A., Azari, S., Azarian, G., Azene, Z. N., Badawi, A., Badiye, A. D., Bahrami, M. A., Bakhshaei, M. H., Bakhtiari, A., Bakkannavar, S. M., Baldasseroni, A., Ball, K., Ballew, S. H., Balzi, D., Banach, M., Banerjee, S. K., Bante, A. B., Baraki, A. G., Barker-Collo, S. L., Barnighausen, T. W., Barrero, L. H., Barthelemy, C. M., Barua, L., Basu, S., Baune, B. T., Bayati, M., Becker, J. S., Bedi, N., Beghi, E., Bejot, Y., Bell, M. L., Bennitt, F. B., Bensenor, I. M., Berhe, K., Berman, A. E., Bhagavathula, A. S., Bhageerathy, R., Bhala, N., Bhandari, D., Bhattacharyya, K., Bhutta, Z. A., Bijani, A., Bikbov, B., Bin Sayeed, M. S., Biondi, A., Birihane, B. M., Bisignano, C., Biswas, R. K., Bitew, H., Bohlouli, S., Bohluli, M., Boon-Dooley, A. S., Borges, G., Borzi, A. M., Borzouei, S., Bosetti, C., Boufous, S., Braithwaite, D., Breitborde, N. J. K., Breitner, S., Brenner, H., Briant, P. S., Briko, A. N., Briko, N. I., Britton, G. B., Bryazka, D., Bumgarner, B. R., Burkart, K., Burnett, R. T., Burugina Nagaraja, S., Butt, Z. A., Caetano dos Santos, F. L., Cahill, L. E., Camera, L. L. A., Campos-Nonato, I. R., Cardenas, R., Carreras, G., Carrero, J. J., Carvalho, F., Castaldelli-Maia, J. M., Castaneda-Orjuela, C. A., Castelpietra, G., Castro, F., Causey, K., Cederroth, C. R., Cercy, K. M., Cerin, E., Chandan, J. S., Chang, K. -L., Charlson, F. J., Chattu, V. K., Chaturvedi, S., Cherbuin, N., Chimed-Ochir, O., Cho, D. Y., Choi, J. -Y. J., Christensen, H., Chu, D. -T., Chung, M. T., Chung, S. -C., Cicuttini, F. M., Ciobanu, L. G., Cirillo, M., Classen, T. K. D., Cohen, A. J., Compton, K., Cooper, O. R., Costa, V. M., Cousin, E., Cowden, R. G., Cross, D. H., Cruz, J. A., Dahlawi, S. M. A., Damasceno, A. A. M., Damiani, G., Dandona, L., Dandona, R., Dangel, W. J., Danielsson, A. -K., Dargan, P. I., Darwesh, A. M., Daryani, A., Das, J. K., Das Gupta, R., das Neves, J., Davila-Cervantes, C. 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A., Rajabpour-Sanati, A., Rajati, F., Rakovac, I., Ram, P., Ramezanzadeh, K., Ranabhat, C. L., Rao, P. C., Rao, S. J., Rashedi, V., Rathi, P., Rawaf, D. L., Rawaf, S., Rawal, L., Rawassizadeh, R., Rawat, R., Razo, C., Redford, S. B., Reiner, R. C., Reitsma, M. B., Remuzzi, G., Renjith, V., Renzaho, A. M. N., Resnikoff, S., Rezaei, N., Rezapour, A., Rhinehart, P. -A., Riahi, S. M., Ribeiro, D. C., Ribeiro, D., Rickard, J., Rivera, J. A., Roberts, N. L. S., Rodriguez-Ramirez, S., Roever, L., Ronfani, L., Room, R., Roshandel, G., Roth, G. A., Rothenbacher, D., Rubagotti, E., Rwegerera, G. M., Sabour, S., Sachdev, P. S., Saddik, B., Sadeghi, E., Sadeghi, M., Saeedi, R., Saeedi Moghaddam, S., Safari, Y., Safi, S., Safiri, S., Sagar, R., Sahebkar, A., Sajadi, S. M., Salam, N., Salamati, P., Salem, H., Salem, M. R. R., Salimzadeh, H., Salman, O. M., Salomon, J. A., Samad, Z., Samadi Kafil, H., Sambala, E. Z., Samy, A. M., Sanabria, J., Sanchez-Pimienta, T. G., Santomauro, D. F., Santos, I. 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N., Spotin, A., Sreeramareddy, C. T., Srinivasan, V., Stanaway, J. D., Stein, C., Stein, D. J., Steiner, C., Stockfelt, L., Stokes, M. A., Straif, K., Stubbs, J. L., Sufiyan, M. B., Suleria, H. A. R., Suliankatchi Abdulkader, R., Sulo, G., Sultan, I., Szumowski, Tabares-Seisdedos, R., Tabb, K. M., Tabuchi, T., Taherkhani, A., Tajdini, M., Takahashi, K., Takala, J. S., Tamiru, A. T., Taveira, N., Tehrani-Banihashemi, A., Temsah, M. -H., Tesema, G. A., Tessema, Z. T., Thurston, G. D., Titova, M. V., Tohidinik, H. R., Tonelli, M., Topor-Madry, R., Topouzis, F., Torre, A. E., Touvier, M., Tovani-Palone, M. R. R., Tran, B. X., Travillian, R., Tsatsakis, A., Tudor Car, L., Tyrovolas, S., Uddin, R., Umeokonkwo, C. D., Unnikrishnan, B., Upadhyay, E., Vacante, M., Valdez, P. R., van Donkelaar, A., Vasankari, T. J., Vasseghian, Y., Veisani, Y., Venketasubramanian, N., Violante, F. S., Vlassov, V., Vollset, S. E., Vos, T., Vukovic, R., Waheed, Y., Wallin, M. T., Wang, Y., Wang, Y. -P., Watson, A., Wei, J., Wei, M. Y. W., Weintraub, R. G., Weiss, J., Werdecker, A., West, J. J., Westerman, R., Whisnant, J. L., Whiteford, H. A., Wiens, K. E., Wolfe, C. D. A., Wozniak, S. S., Wu, A. -M., Wu, J., Wulf Hanson, S., Xu, G., Xu, R., Yadgir, S., Yahyazadeh Jabbari, S. H., Yamagishi, K., Yaminfirooz, M., Yano, Y., Yaya, S., Yazdi-Feyzabadi, V., Yeheyis, T. Y., Yilgwan, C. S., Yilma, M. T., Yip, P., Yonemoto, N., Younis, M. Z., Younker, T. P., Yousefi, B., Yousefi, Z., Yousefinezhadi, T., Yousuf, A. Y., Yu, C., Yusefzadeh, H., Zahirian Moghadam, T., Zamani, M., Zamanian, M., Zandian, H., Zastrozhin, M. S., Zhang, Y., Zhang, Z. -J., Zhao, J. T., Zhao, X. -J. G., Zhao, Y., Zhou, M., Ziapour, A., Zimsen, S. R. M., Brauer, M., Afshin, A., Lim, S. 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Saeedi Moghaddam, S, Safari, Y, Safi, S, Safiri, S, Sagar, R, Sahebkar, A, Sajadi, S, Salam, N, Salamati, P, Salem, H, Salem, M, Salimzadeh, H, Salman, O, Salomon, J, Samad, Z, Samadi Kafil, H, Sambala, E, Samy, A, Sanabria, J, Sanchez-Pimienta, T, Santomauro, D, Santos, I, Santos, J, Santric-Milicevic, M, Saraswathy, S, Sarmiento-Suarez, R, Sarrafzadegan, N, Sarveazad, A, Sathian, B, Sathish, T, Sattin, D, Saxena, S, Schaeffer, L, Schiavolin, S, Schlaich, M, Schmidt, M, Schutte, A, Schwebel, D, Schwendicke, F, Senbeta, A, Senthilkumaran, S, Sepanlou, S, Serdar, B, Serre, M, Shadid, J, Shafaat, O, Shahabi, S, Shaheen, A, Shaikh, M, Shalash, A, Shams-Beyranvand, M, Shamsizadeh, M, Sharafi, K, Sheikh, A, Sheikhtaheri, A, Shibuya, K, Shield, K, Shigematsu, M, Shin, J, Shin, M, Shiri, R, Shirkoohi, R, Shuval, K, Siabani, S, Sierpinski, R, Sigfusdottir, I, Sigurvinsdottir, R, Silva, J, Simpson, K, Singh, J, Singh, P, Skiadaresi, E, Skou, S, Skryabin, V, Smith, E, Soheili, A, Soltani, S, 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S. B., Caetano Dos Santos, F. L., Camera, L. A., Elyazar, I. R. F., Ayalew Gebreslassie, A. A. A., Ginindza, T. G., Matin, B. K., Morgado-Da-Costa, J., Khaneghah, A. M., Mahesh, P. A., Toroudi, H. P., Syed, Z. Q., Salem, M. R., Skou, S. T., Tovani-Palone, M. R., Tudor Car, L. T., and Moghadam, T. Z.

Subjects
Male, Nutritional Sciences, Specific risk, Contaminación del Aire Interior, 030204 cardiovascular system & hematology, Socioeconomic Factor, systematic analysis, Global Health, Body Mass Index, Global Burden of Disease, Health Risk Behavior, Health Risk Behaviors, Disease studies, 0302 clinical medicine, Risk Factors, METABOLIC RISKS, 030212 general & internal medicine, 11 Medical and Health Sciences, Factores de Riesgo, 2. Zero hunger, education.field_of_study, Public health, Injuries, Public Health, Global Health, Social Medicine and Epidemiology, General Medicine, GBD, risck factors, attributable burden of disease, 3142 Public health care science, environmental and occupational health, 3. Good health, Relative risk, Environmental health, Health, Hypertension, Global Burden of Diseases, Injuries, Risk Factors, A990 Medicine and Dentistry not elsewhere classified, Female, Leading risk factors, Global Health Metrics, Cohort study, Human, medicine.medical_specialty, Substance-Related Disorders, Population, UNITED-STATES, Risk Assessment, DIET, ITC-HYBRID, 03 medical and health sciences, Life Expectancy, MORTALITY, DISABILITY, POLLUTION, CLUSTERS, SDG 3 - Good Health and Well-being, General & Internal Medicine, medicine, Humans, Global Burden of Disease Study, Risk factor, education, Global burden, business.industry, Risk Factor, Malnutrition, Klinisk medicin, Global Burden of Diseases, Environmental Exposure, medicine.disease, Enfermedades, purl.org/pe-repo/ocde/ford#3.02.00 [https], Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Years of potential life lost, Socioeconomic Factors, Risk factors, Disease study, Hyperglycemia, ITC-ISI-JOURNAL-ARTICLE, NA, Clinical Medicine, business, RA
Abstract

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. Copyright (C) 2020 The Author(s). Published by Elsevier Ltd.

Published
2020
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15. Increasing the Impact of Environmental Epidemiology in the Global Burden of Disease Project

Author

Howard Hu, Gwen W. Collman, Kate Causey, Michael Brauer, Katrin Burkart, and Stephanie J. London

Subjects
Burden of disease, Epidemiology, business.industry, MEDLINE, Global Health, Article, Quality-adjusted life year, Global Burden of Disease, Environmental health, Global health, Medicine, Humans, Quality-Adjusted Life Years, business, Environmental Health, Environmental epidemiology
Published
2020

16. Health and economic impact of air pollution in the states of India: the Global Burden of Disease Study 2019

Author

B V Murali Mohan, Dorairaj Prabhakaran, Aaron Cohen, Joy K Chakma, Sadhana Bhagwat, Philip J. Landrigan, Stephen S Lim, Prashant Mathur, Anamika Pandey, Rachita Gupta, D K Shukla, Pallavi Pant, Michael Brauer, Rajni Kant, Ridhima Malhotra, Stuti Bhargava, Lalit Dandona, Rakhi Dandona, Prakash C. Gupta, Samantha Fisher, Sagnik Dey, Pushpam Kumar, Mahaveer Golechha, Rohit Sharma, Sourangsu Chowdhury, Praveen Kumar, Sunil Kumar, Viswananthan Mohan, Virendra Singh, Chandra Venkataraman, Mukesh Khare, Rodney B.W. Smith, Goura Kishor Rath, Matthews Mathai, Gufran Beig, Shally Awasthi, Shunsuke Managi, Shweta Sharma, Aakash Shrivastava, Sivadasanpillai Harikrishnan, Yogesh Sabde, Nitish Naik, Maureen L. Cropper, Bhavay Sharma, Alexandrea Watson, K. Srinath Reddy, Hendrik J Bekedam, D J Christopher, Geetika Yadav, Parvaiz A Koul, P Bhanumati, Rinu P Krishnankutty, G S Toteja, Rakesh Lodha, Katrin Burkart, Nihal Thomas, T.K. Joshi, Parul Mutreja, JS Thakur, Gabrielle Taghian, Theo Vos, Rajesh Kumar, Kalpana Balakrishnan, Jeyaraj D Pandian, Panniyammakal Jeemon, G Anil Kumar, Fiona B. Bennitt, Satinath Mukhopadhyay, Arokiasamy Perianayagam, Burak Turkgulu, Meenakshi Sharma, Jeffrey D. Stanaway, Sarath K. Guttikunda, Sujeet Kumar Singh, Sanjeev Nair, Samantha Leigh Larson, Krishnan N Venugopal, Kishore K Madhipatla, Surya Kant, Chris M Varghese, Gautam N. Yadama, Keith Martin, Joseph L. Mathew, Ambuj Roy, Denis Xavier, Anurag Agrawal, Nikhil Tandon, Aloke Gopal Ghoshal, Kate Causey, Padukudru Anand Mahesh, Tarun Gupta, Barbara Fraumeni, Poornima Prabhakaran, Randeep Guleria, Ashutosh N. Aggarwal, Rajeev Gupta, Sarah Wozniak, Ravi Mehrotra, Katherine Walker, Sankar Sambandam, David Hanrahan, Tanvir Kaur, Subhojit Dey, Shreekant Gupta, Richard Fuller, Shamika Ravi, Thomas C. Chiles, and Sundeep Salvi

Subjects
Pollution, Health (social science), media_common.quotation_subject, Population, Air pollution, Medicine (miscellaneous), India, 010501 environmental sciences, medicine.disease_cause, 01 natural sciences, Gross domestic product, Global Burden of Disease, 03 medical and health sciences, 0302 clinical medicine, Life Expectancy, Ozone, Risk Factors, Environmental health, Air Pollution, medicine, Humans, 030212 general & internal medicine, Economic impact analysis, education, lcsh:Environmental sciences, 0105 earth and related environmental sciences, media_common, lcsh:GE1-350, education.field_of_study, Mortality, Premature, Health Policy, Mortality rate, Public Health, Environmental and Occupational Health, Particulates, Geography, Air pollution in India, Particulate Matter, Quality-Adjusted Life Years, Health Expenditures
Abstract

Summary: Background: The association of air pollution with multiple adverse health outcomes is becoming well established, but its negative economic impact is less well appreciated. It is important to elucidate this impact for the states of India. Methods: We estimated exposure to ambient particulate matter pollution, household air pollution, and ambient ozone pollution, and their attributable deaths and disability-adjusted life-years in every state of India as part of the Global Burden of Disease Study (GBD) 2019. We estimated the economic impact of air pollution as the cost of lost output due to premature deaths and morbidity attributable to air pollution for every state of India, using the cost-of-illness method. Findings: 1·67 million (95% uncertainty interval 1·42–1·92) deaths were attributable to air pollution in India in 2019, accounting for 17·8% (15·8–19·5) of the total deaths in the country. The majority of these deaths were from ambient particulate matter pollution (0·98 million [0·77–1·19]) and household air pollution (0·61 million [0·39–0·86]). The death rate due to household air pollution decreased by 64·2% (52·2–74·2) from 1990 to 2019, while that due to ambient particulate matter pollution increased by 115·3% (28·3–344·4) and that due to ambient ozone pollution increased by 139·2% (96·5–195·8). Lost output from premature deaths and morbidity attributable to air pollution accounted for economic losses of US$28·8 billion (21·4–37·4) and $8·0 billion (5·9–10·3), respectively, in India in 2019. This total loss of $36·8 billion (27·4–47·7) was 1·36% of India's gross domestic product (GDP). The economic loss as a proportion of the state GDP varied 3·2 times between the states, ranging from 0·67% (0·47–0·91) to 2·15% (1·60–2·77), and was highest in the low per-capita GDP states of Uttar Pradesh, Bihar, Rajasthan, Madhya Pradesh, and Chhattisgarh. Delhi had the highest per-capita economic loss due to air pollution, followed by Haryana in 2019, with 5·4 times variation across all states. Interpretation: The high burden of death and disease due to air pollution and its associated substantial adverse economic impact from loss of output could impede India's aspiration to be a $5 trillion economy by 2024. Successful reduction of air pollution in India through state-specific strategies would lead to substantial benefits for both the health of the population and the economy. Funding: UN Environment Programme; Bill & Melinda Gates Foundation; and Indian Council of Medical Research, Department of Health Research, Ministry of Health and Family Welfare, Government of India.

Published
2020

17. Global estimates of the need for rehabilitation based on the Global Burden of Disease study 2019: a systematic analysis for the Global Burden of Disease Study 2019

Author

Somnath Chatterji, Kaloyan Kamenov, Sarah Wulf Hanson, Alarcos Cieza, Kate Causey, and Theo Vos

Subjects
Burden of disease, Adult, Male, Adolescent, medicine.medical_treatment, Population, MEDLINE, 030204 cardiovascular system & hematology, Global Health, Global Burden of Disease, Disability Evaluation, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Age Distribution, Environmental health, Global health, medicine, Prevalence, Humans, Disabled Persons, 030212 general & internal medicine, Musculoskeletal Diseases, Sex Distribution, education, Aged, Service (business), Aged, 80 and over, education.field_of_study, Rehabilitation, Articles, General Medicine, Middle Aged, Quality-adjusted life year, Geography, Needs assessment, Sensation Disorders, Female, Quality-Adjusted Life Years, Nervous System Diseases, Needs Assessment
Abstract

Summary Background Rehabilitation has often been seen as a disability-specific service needed by only few of the population. Despite its individual and societal benefits, rehabilitation has not been prioritised in countries and is under-resourced. We present global, regional, and country data for the number of people who would benefit from rehabilitation at least once during the course of their disabling illness or injury. Methods To estimate the need for rehabilitation, data from the Global Burden of Diseases, Injuries, and Risk Factors Study 2019 were used to calculate the prevalence and years of life lived with disability (YLDs) of 25 diseases, impairments, or bespoke aggregations of sequelae that were selected as amenable to rehabilitation. All analyses were done at the country level and then aggregated to seven regions: World Bank high-income countries and the six WHO regions (ie, Africa, the Americas, Southeast Asia, Europe, Eastern Mediterranean, and Western Pacific). Findings Globally, in 2019, 2·41 billion (95% uncertainty interval 2·34–2·50) individuals had conditions that would benefit from rehabilitation, contributing to 310 million [235–392] YLDs. This number had increased by 63% from 1990 to 2019. Regionally, the Western Pacific had the highest need of rehabilitation services (610 million people [588–636] and 83 million YLDs [62–106]). The disease area that contributed most to prevalence was musculoskeletal disorders (1·71 billion people [1·68–1·80]), with low back pain being the most prevalent condition in 134 of the 204 countries analysed. Interpretation To our knowledge, this is the first study to produce a global estimate of the need for rehabilitation services and to show that at least one in every three people in the world needs rehabilitation at some point in the course of their illness or injury. This number counters the common view of rehabilitation as a service required by only few people. We argue that rehabilitation needs to be brought close to communities as an integral part of primary health care to reach more people in need. Funding Bill & Melinda Gates Foundation.

Published
2020

18. Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019

Author

Sorin Hostiuc, Shaun Wen Huey Lee, Jorge R. Ledesma, Carsten Flohr, Masoumeh Sadeghi, João Mauricio Castaldelli-Maia, Behzad Karami Matin, Cyrus Alinia, Mehdi Bohluli, Félix Carvalho, Yun Jin Kim, Catalina Liliana Andrei, Seyyed Meysam Mousavi, Bernhard T. Baune, Ehsan Ahmadpour, Dinh-Toi Chu, Beatrix Haddock, Gianfranco Alicandro, Vasily Vlassov, Mohammad Taghi Khodayari, Gianna Gayle Herrera Amul, Arash Tehrani-Banihashemi, Govinda Prasad Dhungana, Fereshteh Ansari, Michael K. Hole, Azeem Majeed, Iman Halvaei, Saqib Ali, Arianna Maever L. Amit, Tomas Y. Yeheyis, John S. Ji, Martin McKee, Jamileh Shadid, Leonardo Roever, Peng Jia, Ettore Beghi, Pablo M. Lavados, Young Eun Kim, Vahid Alipour, Sowmya J. Rao, Ahmad Daryani, Cathleen Keller, Ibrahim Abdollahpour, Nicole K. DeCleene, Ebrahim Babaee, Saman Esmaeilnejad, Boris Bikbov, William M. Gardner, Lydia M. Haile, Luca Ronfani, Azalea M. Thomson, Irena Ilic, Ruth W. Kimokoti, Yingxi Zhao, Guoqing Hu, Mehran Shams-Beyranvand, Ilais Moreno Velásquez, Nathaniel J. Henry, Brijesh Sathian, Daniel Kim, Peter Memiah, Mohammad Hadi Abbasi, Andrea Farioli, Zahra Kamiab, Bolajoko O. Olusanya, Matthew C. Doxey, Tommi Vasankari, Hamideh Salimzadeh, Luisa Sorio Flor, Priya Rathi, Shanshan Li, Tanvir M. Huda, Dillon O Sylte, Rosario Cárdenas, Agegnehu Bante, Helen Ippolito, Alyssa Acebedo, Jeffrey D. Stanaway, Anwar Faraj, João Pedro Silva, Amin Mousavi Khaneghah, Pushpendra Kumar, Sangram Kishor Patel, Josephine W. Ngunjiri, Holly E. Erskine, Eugene Sobngwi, Filippo Ariani, Shane D. Morrison, Mohammad Aghaali, Meghan D. Mooney, Vera Marisa Costa, Palash Chandra Banik, Rupak Desai, Ken Takahashi, Maigeng Zhou, Morteza Oladnabi, Bogdan Oancea, Daniela Ribeiro, Mohammad Farahmand, Irmina Maria Michalek, Yetunde O. John-Akinola, Khem Narayan Pokhrel, Emilie R Maddison, Syed Mohamed Aljunid, Damian G. Hoy, Hosni Salem, V. Prakash, Shuhei Nomura, Inga Dora Sigfusdottir, Anders Larsson, Sharareh Eskandarieh, Abdollah Mohammadian-Hafshejani, Somayeh Bohlouli, Joana Morgado-da-Costa, Siamak Sabour, Theo Vos, Han Yong Wunrow, Khaled Khatab, Alireza Zangeneh, Ann Kristin Knudsen, Marissa B Reitsma, Hannah J. Henrikson, Randah R. Hamadeh, Tuomo J. Meretoja, Ireneous N. Soyiri, Giuseppe Grosso, Ziyad Al-Aly, Taraneh Yousefinezhadi, Joseph L Ward, Roba Khundkar, Ricardo Santiago Gomez, Reza Malekzadeh, John J. McGrath, Sandra B. Munro, Shahin Soltani, Amy E. Peden, Rufus Akinyemi, Marcel Ausloos, Naohiro Yonemoto, Bogdan Wojtyniak, Ahmad Ghashghaee, Guilherme Borges, Sadia Bibi, Farhad Islami, Hamed Mirzaei, Mohammad Ali Sahraian, M. Ashworth Dirac, Hosna Janjani, Kairat Davletov, Hermann Brenner, Yuichiro Yano, Elissa M. Abrams, Ana Vukovic, Bartosz Miazgowski, Jobert Richie Nansseu, Jennifer O Lam, Mona Pathak, Leeberk Raja Inbaraj, Thirunavukkarasu Sathish, Asadollah Gholamian, Carlos A Castañeda-Orjuela, Babak Eshrati, Edgar Denova-Gutiérrez, Atte Meretoja, Lorenzo Monasta, Ronan A. Lyons, Neda Kianipour, Desalegn Getnet Demsie, Yasir Waheed, Desta Debalkie Atnafu, Davide Sattin, Kevin S Ikuta, Ghobad Moradi, Srinivas Goli, Krittika Bhattacharyya, Mika Kivimäki, Christopher Troeger, Jordi Alonso, Alireza Ahmadi, Navid Manafi, Caroline Stein, Songhomitra Panda-Jonas, Jason Nguyen, Moses K. Muriithi, Aziz Rezapour, Ismael R. Campos-Nonato, Adrian Pana, H. Dean Hosgood, Noore Alam, James L. Fisher, Mariam Molokhia, Susan F. Rumisha, Ernoiz Antriyandarti, Ayman Grada, Emma Nichols, Babak Asghari, André Luiz Sena Guimarães, Ferrán Catalá-López, Aletta E. Schutte, Fiona B. Bennitt, Maciej Banach, Antonio Biondi, Donal Bisanzio, Josip Car, Ronny Westerman, Shafiu Mohammed, Biniyam Sahiledengle Geberemariyam, Kenji Shibuya, Meghdad Pirsaheb, Milena Santric-Milicevic, Karen M. Tabb, Paula Moraga, Soheil Hassanipour, Hasan Yusefzadeh, Avina Vongpradith, Dara K. Mohammad, Ralph Maddison, Babak Moazen, Getachew Mullu Kassa, Rahman Shiri, Fernando Neves Hugo, Hmwe H Kyu, Zachary V Dingels, Florian Fischer, Valentin Yurievich Skryabin, Rafael Tabarés-Seisdedos, Massimo Cirillo, Nikita Otstavnov, Robert C. Reiner, Van C. Lansingh, Rodrigo Sarmiento-Suarez, Ashkan Afshin, Benjamin A Stark, Mohsen Abbasi-Kangevari, Natalie C. Galles, Behnam Heidari, Eun-Kee Park, Mohammad Ali Jahani, Suzanne Polinder, Mahalaqua Nazli Khatib, Farhad Jadidi-Niaragh, Amir Radfar, Mowafa Househ, Derrick A Bennett, Gaorui Guo, Hesam Ghiasvand, Taweewat Wiangkham, Tamás Joó, Cristiana Abbafati, Kathryn Mei Ming Lau, Anita K. Nandi, Miklós Szócska, Manasi Kumar, Eduardo A. Undurraga, Oladimeji M. Adebayo, Simon Yadgir, Victor Aboyans, Justin J. Lang, Catherine O. Johnson, Soewarta Kosen, Carla Sofia e.Sá Farinha, Marcos Roberto Tovani-Palone, Kamarul Imran Musa, Farshad Pourmalek, Kiomars Sharafi, Heather Orpana, Samuel B. Albertson, Mahdi Afshari, Nicholas J K Breitborde, Nelson J. Alvis-Zakzuk, Adrian Oţoiu, Iván Landires, Robert G. Weintraub, Kidanemaryam Berhe, André Faro, Sophia Emmons-Bell, Lauren E. Schaeffer, Alexandre C. Pereira, Mehdi Naderi, Yordanos Gizachew Yeshitila, Mehdi Hosseinzadeh, Arash Etemadi, Oleguer Plana-Ripoll, Theodore Patrick Younker, Joemer C. Maravilla, Alireza Ansari-Moghaddam, Borhan Mansouri, Narayanaswamy Venketasubramanian, Seyed Mohammad Kazem Aghamir, Linda Morales, Amanda Deen, Noushin Mohammadifard, Obinna Onwujekwe, Ai Koyanagi, Michele Nguyen, Chieh Han, Kiana Ramezanzadeh, Mika Shigematsu, Mohammed Shannawaz, Khurshid Alam, Javad Nazari, Bryan L. Sykes, Rajat Das Gupta, Stephen S Lim, Lingkan Barua, Zubair Kabir, Michael Brauer, Afarin Rahimi-Movaghar, Deepa Jahagirdar, Kaja Abbas, Gholamreza Bazmandegan, Mark A. Stokes, Rajaa Al-Raddadi, Kanyin L. Ong, Kate Causey, Ahmed Omar Bali, Matilde Leonardi, Jeffrey V. Lazarus, Wondimeneh Shibabaw Shiferaw, André Karch, Blair R. Bumgarner, Nelson Alvis-Guzman, Jennifer H MacLachlan, Saeed Amini, Parvaiz A Koul, Blessing J. Akombi, Ro Ting Lin, Dabere Nigatu, Alaa Badawi, Flavia M. Cicuttini, Deanna Anderlini, Claudio Alberto Dávila-Cervantes, Rupert R A Bourne, Tanuj Kanchan, Catherine P. Benziger, Tahiya Alam, M. Mofizul Islam, Muktar Omer Omer, Leila Zaki, Mehdi Mirzaei-Alavijeh, Inbal Salz, Katharine J Looker, Shiwei Liu, Fatemeh Amiri, Christopher R. Cederroth, Mitra Abbasifard, Hamidreza Pazoki Toroudi, Gbenga A. Kayode, Antonio Luiz Pinho Ribeiro, Krishna Kumar Aryal, Mu'awiyyah Babale Sufiyan, Mohamed M. Gad, Assefa Desalew, Lidia Morawska, Davood Anvari, Mohammad Reza Salahshoor, Hadi Pourjafar, Abdu A. Adamu, Maryam Adabi, Zulfiqar A. Bhutta, Jessica A. Cruz, Foad Abd-Allah, Amir Hasanzadeh, Jordan Weiss, Maryam Ghadimi, Seyed-Mohammad Fereshtehnejad, Serge Resnikoff, Joanna L Whisnant, Kelly Compton, Priya Parmar, Sanjay Basu, Leila R Kalankesh, Nickolas Reinig, Ana Maria Mantilla Herrera, Fatemeh Rajati, Damian Santomauro, Mojisola Oluwasanu, Sheikh Mohammed Shariful Islam, David M. Pereira, Joht Singh Chandan, Deepak Kumar Pasupula, Aristidis Tsatsakis, Hoa Thi Do, Whitney L. Teagle, Hans W. Hoek, James Leigh, Morteza Arab-Zozani, Yasser Vasseghian, Stephanie R M Zimsen, Charlie Ashbaugh, Fariba Dorostkar, Abdelrahman Ibrahim Abushouk, Mikk Jürisson, Golnaz Heidari, Kala M. Mehta, Saeed Shahabi, Sarah Wulf Hanson, Nizal Sarrafzadegan, Dharmesh Kumar Lal, Hai Quang Pham, Aleksandr Y. Aravkin, Joshua A. Salomon, David C. Schwebel, Milena Ilic, Kareha M Agesa, Jost B. Jonas, Dian Kusuma, Benjamin B. Massenburg, Santosh Varughese, Yousef Mohammad, Beatriz Paulina Ayala Quintanilla, Mihaela Hostiuc, Richard G. Cowden, Morteza Shamsizadeh, Thomas Pilgrim, Alessandra C. Goulart, Leila Doshmangir, Gabriele Nagel, Saravanan Muthupandian, Zahra Sadat Dibaji Forooshani, Maryam Mirzaei, Zabihollah Yousefi, Shadrach Wilson, Iman El Sayed, Juanita A. Haagsma, Segun Emmanuel Ibitoye, Eirini Skiadaresi, Reza Shirkoohi, Tim Driscoll, Morteza Jafarinia, Maha El Tantawi, Telma Zahirian Moghadam, Katarzyna Kissimova-Skarbek, Abdilahi Yousuf Yousuf, Dickson A. Amugsi, Awoke Misganaw, Maseer Khan, Norito Kawakami, Jingkai Wei, Jai K Das, Vishnu Renjith, Tessa M. Pilz, Sameer Vali Gopalani, Roghiyeh Faridnia, Islam Y. Elgendy, Prateek Rastogi, Lauren B. Wilner, Josep Maria Haro, Zahiruddin Quazi Syed, Ben Lacey, Ketema Bizuwork Gebremedhin, Sam Rolfe, Iffat Elbarazi, Yannick Béjot, Raimundas Lunevicius, Sezer Kisa, Harish Chander Gugnani, Basema Saddik, Manu Raj Mathur, Mansour Ghafourifard, Riaz Uddin, Anna Poznańska, Faris Lami, Niguse Meles Alema, Michael T. Chung, Arya Aminorroaya, Arash Sarveazad, Erkin M. Mirrakhimov, Seyed Hossein Yahyazadeh Jabbari, João M. Furtado, Hamid Ahmadieh, Sara Conti, Yunquan Zhang, Manthan D Janodia, Aislyn U. Orji, S. Mohammad Sajadi, Jalal Arabloo, Gabrielle B. Britton, Colm McAlinden, Francisco Rogerlândio Martins-Melo, Simona Cătălina Ştefan, Ester Cerin, Nuno Taveira, Lars Jacob Stovner, Amir Taherkhani, Masoud Foroutan, Tomasz Miazgowski, Amir Manafi, Yeshambel T. Nigatu, Barthelemy Kuate Defo, Mithila Faruque, Alan D. Lopez, Man Mohan Mehndiratta, Graeme J. Hankey, Mojgan Gitimoghaddam, Chantal Huynh, G Anil Kumar, Martin Amogre Ayanore, Abbas Sheikhtaheri, Turki Alanzi, Simon Øverland, David Laith Rawaf, Brian J. Hall, Edward J Mills, Ali Kabir, Ravi Prakash Jha, Akbar Barzegar, Simin Mouodi, Alize J. Ferrari, Chirag P. Doshi, Saleh Salehi Zahabi, Mohsen Naghavi, Mohammad Hassan Emamian, Amir Jalali, Chukwudi A Nnaji, Kebadnew Mulatu Mihretie, Maarten J. Postma, David Edvardsson, Chhabi Lal Ranabhat, Catherine M. Antony, Hannah Han, Ken Lee Chin, Getinet Ayano, Kewal Krishan, Maryam Zamanian, Farshad Farzadfar, Ali A. Asadi-Pooya, Daniel Diaz, Oliver J. Brady, Mohsen Bayati, Christopher M Odell, Jalil Jaafari, Walter Mendoza, Susanna Dunachie, Raffaele Palladino, Raaj Kishore Biswas, Alessandra Lugo, Reshmi Bhageerathy, Paulo A. Lotufo, Maia Kereselidze, Salman Rawaf, Olayinka Stephen Ilesanmi, Mousa Yaminfirooz, Neeraj Bedi, Mahesh P A, Harvey Whiteford, Gina Agarwal, Pallab K. Maulik, Ranjitha S Shetty, Adhanom Gebreegziabher Baraki, Prasanna Mithra, Binyam Minuye Birihane, Mohammad Ali Mansournia, Tomislav Mestrovic, Razique Anwer, Marcello Tonelli, Hanne Christensen, Juan Jesus Carrero, Ali H. Mokdad, Alberto Ortiz, Samad Azari, Ted R. Miller, Rebecca Ivers, Stephen R. Robinson, Saeid Safiri, Masood Ali Shaikh, Rajesh Sagar, Kelly Cercy, Mehran Asadi-Aliabadi, João Vasco Santos, Maziar Moradi-Lakeh, Sarah Lewington, Dimas Ria Angga Pribadi, Savita Lasrado, Abdul Moiz Hafiz, Amir Almasi-Hashiani, Burcu Kucuk Bicer, Praveen Hoogar, Fatemeh Heydarpour, Hala Rashad Elhabashy, Peng Zheng, Senthilkumar Balakrishnan, Paul H. Lee, Cameron J. Kneib, Srinivasa Rao Bolla, Harrison Chase Gottlich, Andrew M. Briggs, Alibek Mereke, Om P Kurmi, Kavumpurathu Raman Thankappan, Nikolay Ivanovich Briko, Shahram Saeidi, Anbissa Muleta Senbeta, Assefa Ayalew Ayalew Ayalew Gebreslassie, Aminu K. 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L., Department of Public Health, Clinicum, Department of Neurosciences, HUS Comprehensive Cancer Center, Environmental Sciences, Public Health, Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Value, Affordability and Sustainability (VALUE), Microbes in Health and Disease (MHD), Sálfræðideild (HR), Department of Psychology (RU), Samfélagssvið (HR), School of Social Sciences (RU), Háskólinn í Reykjavík, Reykjavik University, GBD 2019 Diseases and Injuries Collaborator, Violante FS, Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, and UT-I-ITC-ACQUAL

Subjects
Male, Life expectancy, Disability-Adjusted Life Year, Diseases, Disease, communicable disease, systematic analysis, Global Burden of Disease, 0302 clinical medicine, 80 and over, Medicine, 10. No inequality, Child, 11 Medical and Health Sciences, injuries, Aged, 80 and over, education.field_of_study, Sjúkdómar, DEMENTIA, FALLS, General Medicine, Forvarnir, 3. Good health, Child, Preschool, Human, GBD, Population health, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Humans, Global Burden of Disease Study, education, Aged, Spatial Analysis, Global burden, Disability, Prevention, DISABILITY, Infant, Spatial Analysi, Mortality rate, Global Burden of Disease, Diseases, Injuries, Systematic analysis, PREVENTION, Years of potential life lost, Risk factors, Disease study, ITC-ISI-JOURNAL-ARTICLE, RISK-FACTORS, Clinical Medicine, RA, Demography, Fötlun, Dánartíðni, Áhættuþættir, 030204 cardiovascular system & hematology, Risk Factors, Cause of Death, Global health, 030212 general & internal medicine, 1. No poverty, Disability-Adjusted Life Years, Public Health, Global Health, Social Medicine and Epidemiology, Middle Aged, 3142 Public health care science, environmental and occupational health, Adolescent, Adult, Age Distribution, Female, Infant, Newborn, Young Adult, Lýðheilsa, CLINICAL-TRIALS, Population, Settore MED/01 - Statistica Medica, diseases, ITC-HYBRID, Heilbrigðisvísindi, General & Internal Medicine, Mortality, Preschool, Disease burden, business.industry, Risk Factor, Klinisk medicin, Newborn, purl.org/pe-repo/ocde/ford#3.02.00 [https], Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Áverkar, Systematic analysis, NA, business
Abstract

Publisher's version (útgefin grein), Background In an era of shifting global agendas and expanded emphasis on non-communicable diseases and injuries along with communicable diseases, sound evidence on trends by cause at the national level is essential. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) provides a systematic scientific assessment of published, publicly available, and contributed data on incidence, prevalence, and mortality for a mutually exclusive and collectively exhaustive list of diseases and injuries. Methods GBD estimates incidence, prevalence, mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) due to 369 diseases and injuries, for two sexes, and for 204 countries and territories. Input data were extracted from censuses, household surveys, civil registration and vital statistics, disease registries, health service use, air pollution monitors, satellite imaging, disease notifications, and other sources. Cause-specific death rates and cause fractions were calculated using the Cause of Death Ensemble model and spatiotemporal Gaussian process regression. Cause-specific deaths were adjusted to match the total all-cause deaths calculated as part of the GBD population, fertility, and mortality estimates. Deaths were multiplied by standard life expectancy at each age to calculate YLLs. A Bayesian meta-regression modelling tool, DisMod-MR 2.1, was used to ensure consistency between incidence, prevalence, remission, excess mortality, and cause-specific mortality for most causes. Prevalence estimates were multiplied by disability weights for mutually exclusive sequelae of diseases and injuries to calculate YLDs. We considered results in the context of the Socio-demographic Index (SDI), a composite indicator of income per capita, years of schooling, and fertility rate in females younger than 25 years. Uncertainty intervals (UIs) were generated for every metric using the 25th and 975th ordered 1000 draw values of the posterior distribution. Findings Global health has steadily improved over the past 30 years as measured by age-standardised DALY rates. After taking into account population growth and ageing, the absolute number of DALYs has remained stable. Since 2010, the pace of decline in global age-standardised DALY rates has accelerated in age groups younger than 50 years compared with the 1990-2010 time period, with the greatest annualised rate of decline occurring in the 0-9-year age group. Six infectious diseases were among the top ten causes of DALYs in children younger than 10 years in 2019: lower respiratory infections (ranked second), diarrhoeal diseases (third), malaria (fifth), meningitis (sixth), whooping cough (ninth), and sexually transmitted infections (which, in this age group, is fully accounted for by congenital syphilis; ranked tenth). In adolescents aged 10-24 years, three injury causes were among the top causes of DALYs: road injuries (ranked first), self-harm (third), and interpersonal violence (fifth). Five of the causes that were in the top ten for ages 10-24 years were also in the top ten in the 25-49-year age group: road injuries (ranked first), HIV/AIDS (second), low back pain (fourth), headache disorders (fifth), and depressive disorders (sixth). In 2019, ischaemic heart disease and stroke were the top-ranked causes of DALYs in both the 50-74-year and 75-years-and-older age groups. Since 1990, there has been a marked shift towards a greater proportion of burden due to YLDs from non-communicable diseases and injuries. In 2019, there were 11 countries where non-communicable disease and injury YLDs constituted more than half of all disease burden. Decreases in age-standardised DALY rates have accelerated over the past decade in countries at the lower end of the SDI range, while improvements have started to stagnate or even reverse in countries with higher SDI. Interpretation As disability becomes an increasingly large component of disease burden and a larger component of health expenditure, greater research and development investment is needed to identify new, more effective intervention strategies. With a rapidly ageing global population, the demands on health services to deal with disabling outcomes, which increase with age, will require policy makers to anticipate these changes. The mix of universal and more geographically specific influences on health reinforces the need for regular reporting on population health in detail and by underlying cause to help decision makers to identify success stories of disease control to emulate, as well as opportunities to improve. Copyright (C) 2020 The Author(s). Published by Elsevier Ltd., Research reported in this publication was supported by the Bill & Melinda Gates Foundation; the University of Melbourne; Queensland Department of Health, Australia; the National Health and Medical Research Council, Australia; Public Health England; the Norwegian Institute of Public Health; St Jude Children's Research Hospital; the Cardiovascular Medical Research and Education Fund; the National Institute on Ageing of the National Institutes of Health (award P30AG047845); and the National Institute of Mental Health of the National Institutes of Health (award R01MH110163). The content is solely the responsibility of the authors and does not necessarily represent the official views of the funders. The authors alone are responsible for the views expressed in this Article and they do not necessarily represent the views, decisions, or policies of the institutions with which they are affiliated, the National Health Service (NHS), the National Institute for Health Research (NIHR), the UK Department of Health and Social Care, or Public Health England; the United States Agency for International Development (USAID), the US Government, or MEASURE Evaluation; or the European Centre for Disease Prevention and Control (ECDC). This research used data from the Chile National Health Survey 2003, 2009-10, and 2016-17. The authors are grateful to the Ministry of Health, the survey copyright owner, for allowing them to have the database. All results of the study are those of the authors and in no way committed to the Ministry. The Costa Rican Longevity and Healthy Aging Study project is a longitudinal study by the University of Costa Rica's Centro Centroamericano de Poblacion and Instituto de Investigaciones en Salud, in collaboration with the University of California at Berkeley. The original pre-1945 cohort was funded by the Wellcome Trust (grant 072406), and the 1945-55 Retirement Cohort was funded by the US National Institute on Aging (grant R01AG031716). The principal investigators are Luis Rosero-Bixby and William H Dow and co-principal investigators are Xinia Fernandez and Gilbert Brenes. The accuracy of the authors' statistical analysis and the findings they report are not the responsibility of ECDC. ECDC is not responsible for conclusions or opinions drawn from the data provided. ECDC is not responsible for the correctness of the data and for data management, data merging and data collation after provision of the data. ECDC shall not be held liable for improper or incorrect use of the data. The Health Behaviour in School-Aged Children (HBSC) study is an international study carried out in collaboration with WHO/EURO. The international coordinator of the 1997-98, 2001-02, 2005-06, and 2009-10 surveys was Candace Currie and the databank manager for the 1997-98 survey was Bente Wold, whereas for the following surveys Oddrun Samdal was the databank manager. A list of principal investigators in each country can be found on the HBSC website. Data used in this paper come from the 2009-10 Ghana Socioeconomic Panel Study Survey, which is a nationally representative survey of more than 5000 households in Ghana. The survey is a joint effort undertaken by the Institute of Statistical, Social and Economic Research (ISSER) at the University of Ghana and the Economic Growth Centre (EGC) at Yale University. It was funded by EGC. ISSER and the EGC are not responsible for the estimations reported by the analysts. The Palestinian Central Bureau of Statistics granted the researchers access to relevant data in accordance with license number SLN2014-3-170, after subjecting data to processing aiming to preserve the confidentiality of individual data in accordance with the General Statistics Law, 2000. The researchers are solely responsible for the conclusions and inferences drawn upon available data. Data for this research was provided by MEASURE Evaluation, funded by USAID. The authors thank the Russia Longitudinal Monitoring Survey, conducted by the National Research University Higher School of Economics and ZAO Demoscope together with Carolina Population Center, University of North Carolina at Chapel Hill and the Institute of Sociology, Russia Academy of Sciences for making data available. This paper uses data from the Bhutan 2014 STEPS survey, implemented by the Ministry of Health with the support of WHO; the Kuwait 2006 and 2014 STEPS surveys, implemented by the Ministry of Health with the support of WHO; the Libya 2009 STEPS survey, implemented by the Secretariat of Health and Environment with the support of WHO; the Malawi 2009 STEPS survey, implemented by Ministry of Health with the support of WHO; and the Moldova 2013 STEPS survey, implemented by the Ministry of Health, the National Bureau of Statistics, and the National Center of Public Health with the support of WHO. This paper uses data from Survey of Health, Ageing and Retirement in Europe (SHARE) Waves 1 (DOI:10.6103/SHARE. w1.700), 2 (10.6103/SHARE.w2.700), 3 (10.6103/SHARE.w3.700), 4 (10.6103/SHARE.w4.700), 5 (10.6103/SHARE.w5.700), 6 (10.6103/SHARE.w6.700), and 7 (10.6103/SHARE.w7.700); see Borsch-Supan and colleagues (2013) for methodological details. The SHARE data collection has been funded by the European Commission through FP5 (QLK6-CT-2001-00360), FP6 (SHARE-I3: RII-CT-2006-062193, COMPARE: CIT5-CT-2005-028857, SHARELIFE: CIT4-CT-2006-028812), FP7 (SHARE-PREP: GA N degrees 211909, SHARE-LEAP: GA N degrees 227822, SHARE M4: GA N degrees 261982) and Horizon 2020 (SHARE-DEV3: GA N degrees 676536, SERISS: GA N degrees 654221) and by DG Employment, Social Affairs & Inclusion. Additional funding from the German Ministry of Education and Research, the Max Planck Society for the Advancement of Science, the US National Institute on Aging (U01_AG09740-13S2, P01_AG005842, P01_AG08291, P30_AG12815, R21_AG025169, Y1-AG-4553-01, IAG_BSR06-11, OGHA_04-064, HHSN271201300071C), and from various national funding sources is gratefully acknowledged. This study has been realised using the data collected by the Swiss Household Panel, which is based at the Swiss Centre of Expertise in the Social Sciences. The project is financed by the Swiss National Science Foundation. The United States Aging, Demographics, and Memory Study is a supplement to the Health and Retirement Study (HRS), which is sponsored by the National Institute of Aging (grant number NIA U01AG009740). It was conducted jointly by Duke University and the University of Michigan. The HRS is sponsored by the National Institute on Aging (grant number NIA U01AG009740) and is conducted by the University of Michigan. This paper uses data from Add Health, a program project designed by J Richard Udry, Peter S Bearman, and Kathleen Mullan Harris, and funded by a grant P01-HD31921 from the Eunice Kennedy Shriver National Institute of Child Health and Human Development, with cooperative funding from 17 other agencies. Special acknowledgment is due to Ronald R Rindfuss and Barbara Entwisle for assistance in the original design. Information on how to obtain the Add Health data files is available on the Add Health website. No direct support was received from grant P01-HD31921 for this analysis. The data reported here have been supplied by the United States Renal Data System. The interpretation and reporting of these data are the responsibility of the authors and in no way should be seen as an official policy or interpretation of the US Government. Collection of data for the Mozambique National Survey on the Causes of Death 2007-08 was made possible by USAID under the terms of cooperative agreement GPO-A-00-08-000_D3-00. This manuscript is based on data collected and shared by the International Vaccine Institute (IVI) from an original study IVI conducted. L G Abreu acknowledges support from Coordenacao de Aperfeicoamento de Pessoal de Nivel Superior (Brazil; finance code 001) and Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq, a Brazilian funding agency). I N Ackerman was supported by a Victorian Health and Medical Research Fellowship awarded by the Victorian Government. O O Adetokunboh acknowledges the South African Department of Science and Innovation and the National Research Foundation. A Agrawal acknowledges the Wellcome Trust DBT India Alliance Senior Fellowship. S M Aljunid acknowledges the Department of Health Policy and Management, Faculty of Public Health, Kuwait University and International Centre for Casemix and Clinical Coding, Faculty of Medicine, National University of Malaysia for the approval and support to participate in this research project. M Ausloos, C Herteliu, and A Pana acknowledge partial support by a grant of the Romanian National Authority for Scientific Research and Innovation, CNDS-UEFISCDI, project number PN-III-P4-ID-PCCF-2016-0084. A Badawi is supported by the Public Health Agency of Canada. D A Bennett was supported by the NIHR Oxford Biomedical Research Centre. R Bourne acknowledges the Brien Holden Vision Institute, University of Heidelberg, Sightsavers, Fred Hollows Foundation, and Thea Foundation. G B Britton and I Moreno Velasquez were supported by the Sistema Nacional de Investigacion, SNI-SENACYT, Panama. R Buchbinder was supported by an Australian National Health and Medical Research Council (NHMRC) Senior Principal Research Fellowship. J J Carrero was supported by the Swedish Research Council (2019-01059). F Carvalho acknowledges UID/MULTI/04378/2019 and UID/QUI/50006/2019 support with funding from FCT/MCTES through national funds. A R Chang was supported by National Institutes of Health/National Institute of Diabetes and Digestive and Kidney Diseases grant K23 DK106515. V M Costa acknowledges the grant SFRH/BHD/110001/2015, received by Portuguese national funds through Fundacao para a Ciencia e Tecnologia, IP, under the Norma Transitaria DL57/2016/CP1334/CT0006. A Douiri acknowledges support and funding from the National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care South London at King's College Hospital NHS Foundation Trust and the Royal College of Physicians, and support from the NIHR Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust and King's College London. B B Duncan acknowledges grants from the Foundation for the Support of Research of the State of Rio Grande do Sul (IATS and PrInt) and the Brazilian Ministry of Health. H E Erskine is the recipient of an Australian NHMRC Early Career Fellowship grant (APP1137969). A J Ferrari was supported by a NHMRC Early Career Fellowship grant (APP1121516). H E Erskine and A J Ferrari are employed by and A M Mantilla-Herrera and D F Santomauro affiliated with the Queensland Centre for Mental Health Research, which receives core funding from the Queensland Department of Health. M L Ferreira holds an NHMRC Research Fellowship. C Flohr was supported by the NIHR Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust. M Freitas acknowledges financial support from the EU (European Regional Development Fund [FEDER] funds through COMPETE POCI-01-0145-FEDER-029248) and National Funds (Fundacao para a Ciencia e Tecnologia) through project PTDC/NAN-MAT/29248/2017. A L S Guimaraes acknowledges support from CNPq. C Herteliu was partially supported by a grant co-funded by FEDER through Operational Competitiveness Program (project ID P_40_382). P Hoogar acknowledges Centre for Bio Cultural Studies, Directorate of Research, Manipal Academy of Higher Education and Centre for Holistic Development and Research, Kalaghatagi. F N Hugo acknowledges the Visiting Professorship, PRINT Program, CAPES Foundation, Brazil. B-F Hwang was supported by China Medical University (CMU107-Z-04), Taichung, Taiwan. S M S Islam was funded by a National Heart Foundation Senior Research Fellowship and supported by Deakin University. R Q Ivers was supported by a research fellowship from the National Health and Medical Research Council of Australia. M Jakovljevic acknowledges the Serbian part of this GBD-related contribution was co-funded through Grant OI175014 of the Ministry of Education Science and Technological Development of the Republic of Serbia. P Jeemon was supported by a Clinical and Public Health intermediate fellowship (grant number IA/CPHI/14/1/501497) from the Wellcome Trust-Department of Biotechnology, India Alliance (2015-20). O John is a recipient of UIPA scholarship from University of New South Wales, Sydney. S V Katikireddi acknowledges funding from a NRS Senior Clinical Fellowship (SCAF/15/02), the Medical Research Council (MC_UU_12017/13, MC_UU_12017/15), and the Scottish Government Chief Scientist Office (SPHSU13, SPHSU15). C Kieling is a CNPq researcher and a UK Academy of Medical Sciences Newton Advanced Fellow. Y J Kim was supported by Research Management Office, Xiamen University Malaysia (XMUMRF/2018-C2/ITCM/00010). K Krishan is supported by UGC Centre of Advanced Study awarded to the Department of Anthropology, Panjab University, Chandigarh, India. M Kumar was supported by K43 TW 010716 FIC/NIMH. B Lacey acknowledges support from the NIHR Oxford Biomedical Research Centre and the BHF Centre of Research Excellence, Oxford. J V Lazarus was supported by a Spanish Ministry of Science, Innovation and Universities Miguel Servet grant (Instituto de Salud Carlos III [ISCIII]/ESF, the EU [CP18/00074]). K J Looker thanks the NIHR Health Protection Research Unit in Evaluation of Interventions at the University of Bristol, in partnership with Public Health England, for research support. S Lorkowski was funded by the German Federal Ministry of Education and Research (nutriCARD, grant agreement number 01EA1808A). R A Lyons is supported by Health Data Research UK (HDR-9006), which is funded by the UK Medical Research Council, Engineering and Physical Sciences Research Council, Economic and Social Research Council, NIHR (England), Chief Scientist Office of the Scottish Government Health and Social Care Directorates, Health and Social Care Research and Development Division (Welsh Government), Public Health Agency (Northern Ireland), British Heart Foundation, and Wellcome Trust. J J McGrath is supported by the Danish National Research Foundation (Niels Bohr Professorship), and the Queensland Health Department (via West Moreton HHS). P T N Memiah acknowledges support from CODESRIA. U O Mueller gratefully acknowledges funding by the German National Cohort Study BMBF grant number 01ER1801D. S Nomura acknowledges the Ministry of Education, Culture, Sports, Science, and Technology of Japan (18K10082). A Ortiz was supported by ISCIII PI19/00815, DTS18/00032, ISCIII-RETIC REDinREN RD016/0009 Fondos FEDER, FRIAT, Comunidad de Madrid B2017/BMD-3686 CIFRA2-CM. These funding sources had no role in the writing of the manuscript or the decision to submit it for publication. S B Patten was supported by the Cuthbertson & Fischer Chair in Pediatric Mental Health at the University of Calgary. G C Patton was supported by an aNHMRC Senior Principal Research Fellowship. M R Phillips was supported in part by the National Natural Science Foundation of China (NSFC, number 81371502 and 81761128031). A Raggi, D Sattin, and S Schiavolin were supported by grants from the Italian Ministry of Health (Ricerca Corrente, Fondazione Istituto Neurologico C Besta, Linea 4-Outcome Research: dagli Indicatori alle Raccomandazioni Cliniche). P Rathi and B Unnikrishnan acknowledge Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, Manipal. A L P Ribeiro was supported by Brazilian National Research Council, CNPq, and the Minas Gerais State Research Agency, FAPEMIG. D C Ribeiro was supported by The Sir Charles Hercus Health Research Fellowship (#18/111) Health Research Council of New Zealand. D Ribeiro acknowledges financial support from the EU (FEDER funds through the Operational Competitiveness Program; POCI-01-0145-FEDER-029253). P S Sachdev acknowledges funding from the NHMRC of Australia Program Grant. A M Samy was supported by a fellowship from the Egyptian Fulbright Mission Program. M M Santric-Milicevic acknowledges the Ministry of Education, Science and Technological Development of the Republic of Serbia (contract number 175087). R Sarmiento-Suarez received institutional support from Applied and Environmental Sciences University (Bogota, Colombia) and ISCIII (Madrid, Spain). A E Schutte received support from the South African National Research Foundation SARChI Initiative (GUN 86895) and Medical Research Council. S T S Skou is currently funded by a grant from Region Zealand (Exercise First) and a grant from the European Research Council under the EU's Horizon 2020 research and innovation program (grant agreement number 801790). J B Soriano is funded by Centro de Investigacion en Red de Enfermedades Respiratorias, ISCIII. R Tabares-Seisdedos was supported in part by the national grant PI17/00719 from ISCIII-FEDER. N Taveira was partially supported by the European & Developing Countries Clinical Trials Partnership, the EU (LIFE project, reference RIA2016MC-1615). S Tyrovolas was supported by the Foundation for Education and European Culture, the Sara Borrell postdoctoral programme (reference number CD15/00019 from ISCIII-FEDER). S B Zaman received a scholarship from the Australian Government research training programme in support of his academic career., "Peer Reviewed"

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2020
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