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Foad Abd-Allah

· University of Oxford

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Foad Abd-Allah is a registered researcher in their academic field.

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Cardiac Imaging and Diagnostics, Cardiac, Anesthesia and Surgical Outcomes, Pulmonary Hypertension Research and Treatments · 2023 · Journal of the American College of Cardiology

Global Burden of Cardiovascular Diseases and Risks, 1990-2022

George A. Mensah, Valentı́n Fuster, Christopher J L Murray, Gregory A. Roth, Yohannes Abate, Mohammadreza Abbasian, Foad Abd-Allah, Ashkan Abdollahi, Mohammad Abdollahı, Deldar Morad Abdulah, Auwal Abdullahi, Ayele Mamo Abebe, Aidin Abedi, Armita Abedi, Olugbenga Olusola Abiodun, Hiwa Abubaker Ali, Eman Abu‐Gharbieh, Niveen M. E. Abu-Rmeileh, Salahdein Aburuz, Abdelrahman Ibrahim Abushouk, Ahmed Abu‐Zaid, Tigist Demssew Adane, Nicola J. Adderley, Oladimeji Adebayo, Bashir Aden, Temitayo Esther Adeyeoluwa, Olorunsola Adeyomoye, Qorinah Estiningtyas Sakilah Adnani, Fatemeh Afrashteh, Shadi Afyouni, Saira Afzal, Pradyumna Agasthi, Antonella Agodi, Constanza Elizabeth Aguilera Arriagada, Williams Agyemang‐Duah, Bright Opoku Ahinkorah, Aqeel Ahmad, Danish Ahmad, Firdos Ahmad, Muayyad Ahmad, Ayman Ahmed, Haroon Ahmed, Muktar Beshir Ahmed, Syed Anees Ahmed, Marjan Ajami, Karolina Akinosoglou, Moein Ala, Tareq Mohammed Ali AL-Ahdal, Samer O Alalalmeh, Ziyad Al‐Aly, Nazmul Alam, Rasmieh Al‐Amer, Alaa Alashi, Mohammed ALBashtawy, Mohammad T AlBataineh, Haileselasie Berhane Alema, Sharifullah Alemi, Megbaru Alemu, Adel Al‐Gheethi, Khalid F. AlHabib, Fadwa Alhalaiqa, Mohammed Usman Ali, Rafat Ali, Syed Shujait Ali, Gianfranco Alicandro, Reyhaneh Alikhani, Syed Mohamed Aljunid, François Alla, Wael Almahmeed, Sabah Al-Marwani, Jordi Alonso, Rajaa Al‐Raddadi, Farrukh Jawad Alvi, Nelson Alvis‐Guzmán, Nelson J Alvis-Zakzuk, Hassan Alwafi, Hany Aly, Prince M. Amegbor, Tarek Tawfik Amin, Alireza Amindarolzarbi, Mostafa Amini‐Rarani, Sohrab Amiri, Enrico Ammirati, Tanu Anand, Robert Ancuceanu, Deanna Anderlini, Abhishek Anil, Golnoosh Ansari, P.E. Anyanwu, Anayochukwu Edward Anyasodor, Geminn Louis Carace Apostol, Jalal Arabloo, Mosab Arafat, Aleksandr Y. Aravkin, Olatunde Aremu, Benedetta Armocida, Johan Ärnlöv, Oluwaseyi Olalekan Arowosegbe, Anton A Artamonov

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Global Cancer Incidence and Screening, COVID-19 and healthcare impacts, Hematological disorders and diagnostics · 2019 · JAMA Oncology

Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2017

Christina Fitzmaurice, Degu Abate, Naghmeh Abbasi, Hedayat Abbastabar, Foad Abd-Allah, Omar Abdel‐Rahman, Ahmed Abdelalim, Amir Abdoli, Ibrahim Abdollahpour, Abdishakur S. M. Abdulle, Nebiyu Dereje Abebe, Haftom Niguse Abraha, Laith J. Abu‐Raddad, Ahmed Abualhasan, Isaac Akinkunmi Adedeji, Shailesh M Advani, Mohsen Afarideh, Mahdi Afshari, Mohammad Aghaali, Dominic Agius, Sutapa Agrawal, Ayat Ahmadi, Elham Ahmadian, Ehsan Ahmadpour, Muktar Beshir Ahmed, Mohammad Esmaeil Akbari, Tomi Akinyemiju, Ziyad Al‐Aly, Assim M. AlAbdulKader, Fares Alahdab, Shazia Alam, Genet Melak Alamene, Birhan Alemnew, Kefyalew Addis Alene, Cyrus Alinia, Vahid Alipour, Syed Mohamed Aljunid, Fatemeh Allah Bakeshei, Majid A. Almadi, Amir Almasi‐Hashiani, Ubai Alsharif, Shirina Alsowaidi, Nelson Alvis‐Guzmán, Erfan Amini, Saeed Amini, Yaw Ampem Amoako, Zohreh Anbari, Nahla Anber, Cătălina Liliana Andrei, Mina Anjomshoa, Fereshteh Ansari, Ansariadi Ansariadi, Seth Christopher Yaw Appiah, Morteza Arab‐Zozani, Jalal Arabloo, Zohreh Arefi, Olatunde Aremu, Habtamu Abera Areri, Al Artaman, Hamid Asayesh, Ephrem Tsegay Asfaw, Alebachew Fasil Ashagre, Reza Assadi, Bahar Ataeinia, Hagos Tasew Atalay, Zerihun Ataro, Suleman Atique, Marcel Ausloos, Leticia Ávila‐Burgos, Euripide Avokpaho, Ashish Awasthi, Nefsu Awoke, Beatriz Paulina Ayala Quintanilla, Martin Amogre Ayanore, Henok Tadesse Ayele, Ebrahim Babaee, Umar Bacha, Alaa Badawi, Mojtaba Bagherzadeh, Eleni Bagli, Senthilkumar Balakrishnan, Abbas Balouchi, Till Bärnighausen, Robert J. Battista, Masoud Behzadifar, Meysam Behzadifar, Bayu Begashaw Bekele, Yared Belete Belay, Yaschilal Muche Belayneh, Kathleen Berfield, Adugnaw Berhane, Eduardo Bernabé, Mircea Beuran, Nickhill Bhakta, Krittika Bhattacharyya, Belete Biadgo, Ali Bijani, Muhammad Shahdaat Bin Sayeed, Charles Birungi, Catherine Bisignano

Importance Cancer and other noncommunicable diseases (NCDs) are now widely recognized as a threat to global development. The latest United Nations high-level meeting on NCDs reaffirmed this observation and also highlighted the slow progress in meeting the 2011 Political Declaration on the Prevention and Control of Noncommunicable Diseases and the third Sustainable Development Goal. Lack of situational analyses, priority setting, and budgeting have been identified as major obstacles in achieving these goals. All of these have in common that they require information on the local cancer epidemiology. The Global Burden of Disease (GBD) study is uniquely poised to provide these crucial data. Objective To describe cancer burden for 29 cancer groups in 195 countries from 1990 through 2017 to provide data needed for cancer control planning. Evidence Review We used the GBD study estimation methods to describe cancer incidence, mortality, years lived with disability, years of life lost, and disability-adjusted life-years (DALYs). Results are presented at the national level as well as by Socio-demographic Index (SDI), a composite indicator of income, educational attainment, and total fertility rate. We also analyzed the influence of the epidemiological vs the demographic transition on cancer incidence. Findings In 2017, there were 24.5 million incident cancer cases worldwide (16.8 million without nonmelanoma skin cancer [NMSC]) and 9.6 million cancer deaths. The majority of cancer DALYs came from years of life lost (97%), and only 3% came from years lived with disability. The odds of developing cancer were the lowest in the low SDI quintile (1 in 7) and the highest in the high SDI quintile (1 in 2) for both sexes. In 2017, the most common incident cancers in men were NMSC (4.3 million incident cases); tracheal, bronchus, and lung (TBL) cancer (1.5 million incident cases); and prostate cancer (1.3 million incident cases). The most common causes of cancer deaths and DALYs for men were TBL cancer (1.3 million deaths and 28.4 million DALYs), liver cancer (572 000 deaths and 15.2 million DALYs), and stomach cancer (542 000 deaths and 12.2 million DALYs). For women in 2017, the most common incident cancers were NMSC (3.3 million incident cases), breast cancer (1.9 million incident cases), and colorectal cancer (819 000 incident cases). The leading causes of cancer deaths and DALYs for women were breast cancer (601 000 deaths and 17.4 million DALYs), TBL cancer (596 000 deaths and 12.6 million DALYs), and colorectal cancer (414 000 deaths and 8.3 million DALYs). Conclusions and Relevance The national epidemiological profiles of cancer burden in the GBD study show large heterogeneities, which are a reflection of different exposures to risk factors, economic settings, lifestyles, and access to care and screening. The GBD study can be used by policy makers and other stakeholders to develop and improve national and local cancer control in order to achieve the global targets and improve equity in cancer care.

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Parkinson's Disease Mechanisms and Treatments, Voice and Speech Disorders, Cerebral Palsy and Movement Disorders · 2018 · The Lancet Neurology

Global, regional, and national burden of Parkinson's disease, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

BACKGROUND: Neurological disorders are now the leading source of disability globally, and ageing is increasing the burden of neurodegenerative disorders, including Parkinson's disease. We aimed to determine the global burden of Parkinson's disease between 1990 and 2016 to identify trends and to enable appropriate public health, medical, and scientific responses. METHODS: Through a systematic analysis of epidemiological studies, we estimated global, regional, and country-specific prevalence and years of life lived with disability for Parkinson's disease from 1990 to 2016. We estimated the proportion of mild, moderate, and severe Parkinson's disease on the basis of studies that used the Hoehn and Yahr scale and assigned disability weights to each level. We jointly modelled prevalence and excess mortality risk in a natural history model to derive estimates of deaths due to Parkinson's disease. Death counts were multiplied by values from the Global Burden of Disease study's standard life expectancy to compute years of life lost. Disability-adjusted life-years (DALYs) were computed as the sum of years lived with disability and years of life lost. We also analysed results based on the Socio-demographic Index, a compound measure of income per capita, education, and fertility. FINDINGS: In 2016, 6·1 million (95% uncertainty interval [UI] 5·0-7·3) individuals had Parkinson's disease globally, compared with 2·5 million (2·0-3·0) in 1990. This increase was not solely due to increasing numbers of older people, because age-standardised prevalence rates increased by 21·7% (95% UI 18·1-25·3) over the same period (compared with an increase of 74·3%, 95% UI 69·2-79·6, for crude prevalence rates). Parkinson's disease caused 3·2 million (95% UI 2·6-4·0) DALYs and 211 296 deaths (95% UI 167 771-265 160) in 2016. The male-to-female ratios of age-standardised prevalence rates were similar in 2016 (1·40, 95% UI 1·36-1·43) and 1990 (1·37, 1·34-1·40). From 1990 to 2016, age-standardised prevalence, DALY rates, and death rates increased for all global burden of disease regions except for southern Latin America, eastern Europe, and Oceania. In addition, age-standardised DALY rates generally increased across the Socio-demographic Index. INTERPRETATION: Over the past generation, the global burden of Parkinson's disease has more than doubled as a result of increasing numbers of older people, with potential contributions from longer disease duration and environmental factors. Demographic and potentially other factors are poised to increase the future burden of Parkinson's disease substantially. FUNDING: Bill & Melinda Gates Foundation.

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Cardiovascular Health and Risk Factors, Diabetes, Cardiovascular Risks, and Lipoproteins, Cardiac Health and Mental Health · 2017 · Journal of the American College of Cardiology

Global, Regional, and National Burden of Cardiovascular Diseases for 10 Causes, 1990 to 2015

Gregory A. Roth, Catherine O. Johnson, Amanuel Alemu Abajobir, Foad Abd-Allah, Semaw Ferede Abera, Gebre Yitayih Abyu, Muktar Beshir Ahmed, Baran Aksut, Shazia Alam, Khurshid Alam, François Alla, Nelson Alvis‐Guzmán, Stephen M. Amrock, Hossein Ansari, Johan Ärnlöv, Hamid Asayesh, Tesfay Mehari Atey, Leticia Ávila‐Burgos, Ashish Awasthi, Amitava Banerjee, Aleksandra Barać, Till Bärnighausen, Lars Barregård, Neeraj Bedi, Ezra B. Ketema, Derrick Bennett, Gebremedhin Berhe, Zulfiqar A Bhutta, Shimelash Bitew Workie, Jonathan R. Carapetis, Juan Jesús Carrero, Déborah Carvalho Malta, Carlos A Castañeda-Orjuela, Jacqueline Castillo-Rivas, Ferrán Catalá-López, Jee-Young Choi, Hanne Christensen, Massimo Círillo, Leslie T. Cooper, Michael H Criqui, David K Cundiff, Albertino Damasceno, Lalit Dandona, Rakhi Dandona, Kairat Davletov, Samath Dhamminda Dharmaratne, Prabhakaran Dorairaj, Manisha Dubey, Rebecca Ehrenkranz, Maysaa El Sayed Zaki, Emerito Jose A Faraon, Alireza Esteghamati, Talha Farid, Maryam S. Farvid, Valery L. Feigin, Eric L. Ding, Gerry Fowkes, Tsegaye Gebrehiwot, Richard F Gillum, Audra L Gold, Philimon Gona, Rajeev Gupta, Tesfa Dejenie Habtewold, Nima Hafezi‐Nejad, Tesfayé Hailu, Gessessew Bugssa Hailu, Graeme J. Hankey, Hamid Yimam Hassen, Kalkidan Hassen Abate, Rasmus Havmoeller, Simon I Hay, Masako Horino, Peter J. Hotez, Kathryn H. Jacobsen, Spencer L James, Mehdi Javanbakht, Panniyammakal Jeemon, Denny John, Jost B. Jonas, Yogeshwar Kalkonde, Chanté Karimkhani, Amir Kasaeian, Yousef Khader, Abdur Rahman Khan, Young‐Ho Khang, Sahil Khera, Abdullah T Khoja, Jagdish Khubchandani, Daniel Kim, Dhaval Kolte, Soewarta Kosen, Kristopher J Krohn, G Anil Kumar, Gene F. Kwan, Dharmesh Kumar Lal, Anders Larsson, Shai Linn, Alan D Lopez, Paulo A. Lotufo, Hassan Magdy Abd El Razek

BACKGROUND: The burden of cardiovascular diseases (CVDs) remains unclear in many regions of the world. OBJECTIVES: The GBD (Global Burden of Disease) 2015 study integrated data on disease incidence, prevalence, and mortality to produce consistent, up-to-date estimates for cardiovascular burden. METHODS: CVD mortality was estimated from vital registration and verbal autopsy data. CVD prevalence was estimated using modeling software and data from health surveys, prospective cohorts, health system administrative data, and registries. Years lived with disability (YLD) were estimated by multiplying prevalence by disability weights. Years of life lost (YLL) were estimated by multiplying age-specific CVD deaths by a reference life expectancy. A sociodemographic index (SDI) was created for each location based on income per capita, educational attainment, and fertility. RESULTS: In 2015, there were an estimated 422.7 million cases of CVD (95% uncertainty interval: 415.53 to 427.87 million cases) and 17.92 million CVD deaths (95% uncertainty interval: 17.59 to 18.28 million CVD deaths). Declines in the age-standardized CVD death rate occurred between 1990 and 2015 in all high-income and some middle-income countries. Ischemic heart disease was the leading cause of CVD health lost globally, as well as in each world region, followed by stroke. As SDI increased beyond 0.25, the highest CVD mortality shifted from women to men. CVD mortality decreased sharply for both sexes in countries with an SDI >0.75. CONCLUSIONS: CVDs remain a major cause of health loss for all regions of the world. Sociodemographic change over the past 25 years has been associated with dramatic declines in CVD in regions with very high SDI, but only a gradual decrease or no change in most regions. Future updates of the GBD study can be used to guide policymakers who are focused on reducing the overall burden of noncommunicable disease and achieving specific global health targets for CVD.

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Global Cancer Incidence and Screening, Multiple and Secondary Primary Cancers, Frailty in Older Adults · 2016 · JAMA Oncology

Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-years for 32 Cancer Groups, 1990 to 2015

Christina Fitzmaurice, Christine A. Allen, Ryan M Barber, Lars Barregård, Zulfiqar A Bhutta, Hermann Brenner, Daniel Dicker, Odgerel Chimed‐Ochir, Rakhi Dandona, Lalit Dandona, Tom Fleming, Mohammad H. Forouzanfar, Jamie Hancock, Roderick J. Hay, Rachel Hunter‐Merrill, Chantal Huynh, Hung Chak Ho, Catherine O. Johnson, Jost B Jonas, Jagdish Khubchandani, G Anil Kumar, Michael Kutz, Qing Lan, Heidi J. Larson, Xiaofeng Liang, Stephen S Lim, Alan D Lopez, Michael F MacIntyre, Laurie B. Marczak, Neal Marquez, Ali H. Mokdad, Christine Pinho, Farshad Pourmalek, Joshua A. Salomon, Juan Sanabria, Logan Sandar, Benn Sartorius, Stephen M. Schwartz, Katya Anne Shackelford, Kenji Shibuya, Jeffrey D Stanaway, Caitlyn Steiner, Jiandong Sun, Ken Takahashi, Stein Emil Vollset, Theo Vos, Joseph A. Wagner, Haidong Wang, Ronny Westerman, Hajo Zeeb, Leo Zoeckler, Foad Abd-Allah, Muktar Beshir Ahmed, Samer Alabed, Noore Alam, Saleh Fahed Aldhahri, Girma Alem, Mulubirhan Assefa Alemayohu, Raghib Ali, Rajaa Al‐Raddadi, Azmeraw T. Amare, Yaw Ampem Amoako, Al Artaman, Hamid Asayesh, Niguse Tadele Atnafu, Ashish Awasthi, Huda Ba Saleem, Aleksandra Barać, Neeraj Bedi, Isabela M. Benseñor, Adugnaw Berhane, Eduardo Bernabé, Balem Demtsu Betsu, Agnès Binagwaho, Dube Jara Boneya, Ismael Campos‐Nonato, Carlos A Castañeda-Orjuela, Ferrán Catalá-López, Peggy Pei-Chia Chiang, Chioma Chibueze, Abdulaal Chitheer, Jee-Young Jasmine Choi, Benjamin Cowie, Solomon Abrha Damtew, José das Neves, Suhojit Dey, Samath Dhamminda Dharmaratne, Preet K. Dhillon, Eric L. Ding, Tim Driscoll, Donatus U. Ekwueme, Aman Yesuf Endries, Maryam S. Farvid, Farshad Farzadfar, João Carlos Fernandes, Florian Fischer, Tsegaye Tewelde G/hiwot, Alemseged Aregay Gebru, Sameer Vali Gopalani, Alemayehu Hailu

IMPORTANCE: Cancer is the second leading cause of death worldwide. Current estimates on the burden of cancer are needed for cancer control planning. OBJECTIVE: To estimate mortality, incidence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs) for 32 cancers in 195 countries and territories from 1990 to 2015. EVIDENCE REVIEW: Cancer mortality was estimated using vital registration system data, cancer registry incidence data (transformed to mortality estimates using separately estimated mortality to incidence [MI] ratios), and verbal autopsy data. Cancer incidence was calculated by dividing mortality estimates through the modeled MI ratios. To calculate cancer prevalence, MI ratios were used to model survival. To calculate YLDs, prevalence estimates were multiplied by disability weights. The YLLs were estimated by multiplying age-specific cancer deaths by the reference life expectancy. DALYs were estimated as the sum of YLDs and YLLs. A sociodemographic index (SDI) was created for each location based on income per capita, educational attainment, and fertility. Countries were categorized by SDI quintiles to summarize results. FINDINGS: In 2015, there were 17.5 million cancer cases worldwide and 8.7 million deaths. Between 2005 and 2015, cancer cases increased by 33%, with population aging contributing 16%, population growth 13%, and changes in age-specific rates contributing 4%. For men, the most common cancer globally was prostate cancer (1.6 million cases). Tracheal, bronchus, and lung cancer was the leading cause of cancer deaths and DALYs in men (1.2 million deaths and 25.9 million DALYs). For women, the most common cancer was breast cancer (2.4 million cases). Breast cancer was also the leading cause of cancer deaths and DALYs for women (523 000 deaths and 15.1 million DALYs). Overall, cancer caused 208.3 million DALYs worldwide in 2015 for both sexes combined. Between 2005 and 2015, age-standardized incidence rates for all cancers combined increased in 174 of 195 countries or territories. Age-standardized death rates (ASDRs) for all cancers combined decreased within that timeframe in 140 of 195 countries or territories. Countries with an increase in the ASDR due to all cancers were largely located on the African continent. Of all cancers, deaths between 2005 and 2015 decreased significantly for Hodgkin lymphoma (-6.1% [95% uncertainty interval (UI), -10.6% to -1.3%]). The number of deaths also decreased for esophageal cancer, stomach cancer, and chronic myeloid leukemia, although these results were not statistically significant. CONCLUSION AND RELEVANCE: As part of the epidemiological transition, cancer incidence is expected to increase in the future, further straining limited health care resources. Appropriate allocation of resources for cancer prevention, early diagnosis, and curative and palliative care requires detailed knowledge of the local burden of cancer. The GBD 2015 study results demonstrate that progress is possible in the war against cancer. However, the major findings also highlight an unmet need for cancer prevention efforts, including tobacco control, vaccination, and the promotion of physical activity and a healthy diet.

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Health, Environment, Cognitive Aging, Risk Perception and Management, Occupational and environmental lung diseases · 2016 · The Lancet

Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015

Mohammad H. Forouzanfar, Ashkan Afshin, Lily Alexander, H Ross Anderson, Zulfiqar A Bhutta, Stan Biryukov, Michael Bräuer, Richard Burnett, Kelly Cercy, Fiona Charlson, Aaron J. Cohen, Lalit Dandona, Kara Estep, Alize J Ferrari, Joseph Frostad, Nancy Fullman, Peter W Gething, William W Godwin, Max Griswold, Simon I Hay, Yohannes Kinfu, Hmwe Hmwe Kyu, Heidi J. Larson, Xiaofeng Liang, Stephen S Lim, Patrick Y Liu, Alan D López, Rafael Lozano, Laurie Marczak, George A. Mensah, Ali H. Mokdad, Maziar Moradi‐Lakeh, Mohsen Naghavi, Bruce Neal, Marissa B Reitsma, Gregory A Roth, Joshua A. Salomon, Patrick J Sur, Theo Vos, Joseph A. Wagner, Haidong Wang, Yi Zhao, Maigeng Zhou, Gunn Marit Aasvang, Amanuel Alemu Abajobir, Kalkidan Hassen Abate, Cristiana Abbafati, Kaja M Abbas, Foad Abd-Allah, Abdishakur M Abdulle, Semaw Ferede Abera, Biju Abraham, Laith J Abu-Raddad, Gebre Yitayih Abyu, Akindele Olupelumi Adebiyi, Isaac Akinkunmi Adedeji, Zanfina Ademi, Arsène Kouablan Adou, José Carmelo Adsuar, Emilie Agardh, Arnav Agarwal, Anurag Agrawal, Aliasghar Ahmad Kiadaliri, Oluremi N Ajala, Tomi F Akinyemiju, Ziyad Al-Aly, Khurshid Alam, Noore K M Alam, Saleh Fahed Aldhahri, Robert William Aldridge, Zewdie Aderaw Alemu, Raghib Ali, Ala'a Alkerwi, François Alla, Peter Allebeck, Ubai Alsharif, Khalid A Altirkawi, Elena Alvarez Martin, Nelson Alvis‐Guzmán, Azmeraw T. Amare, Alemayehu Amberbir, Adeladza Kofi Amegah, Heresh Amini, Walid Ammar, Stephen Marc Amrock, Hjalte H Andersen, Benjamin O. Anderson, Carl Abelardo T. Antonio, Palwasha Anwari, Johan Ärnlöv, Al Artaman, Hamid Asayesh, Rana J Asghar, Reza Assadi, Suleman Atique, Euripide Frinel G Arthur Avokpaho, Ashish Awasthi, Beatriz Paulina Ayala Quintanilla, Peter Azzopardi, Umar Bacha

BACKGROUND: The Global Burden of Diseases, Injuries, and Risk Factors Study 2015 provides an up-to-date synthesis of the evidence for risk factor exposure and the attributable burden of disease. By providing national and subnational assessments spanning the past 25 years, this study can inform debates on the importance of addressing risks in context. METHODS: We used the comparative risk assessment framework developed for previous iterations of the Global Burden of Disease Study to estimate attributable deaths, disability-adjusted life-years (DALYs), and trends in exposure by age group, sex, year, and geography for 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks from 1990 to 2015. This study included 388 risk-outcome pairs that met World Cancer Research Fund-defined criteria for convincing or probable evidence. We extracted relative risk and exposure estimates from randomised controlled trials, cohorts, pooled cohorts, household surveys, census data, satellite data, and other sources. We used statistical models to pool data, adjust for bias, and incorporate covariates. We developed a metric that allows comparisons of exposure across risk factors-the summary exposure value. Using the counterfactual scenario of theoretical minimum risk level, we estimated the portion of deaths and DALYs that could be attributed to a given risk. We decomposed trends in attributable burden into contributions from population growth, population age structure, risk exposure, and risk-deleted cause-specific DALY rates. We characterised risk exposure in relation to a Socio-demographic Index (SDI). FINDINGS: Between 1990 and 2015, global exposure to unsafe sanitation, household air pollution, childhood underweight, childhood stunting, and smoking each decreased by more than 25%. Global exposure for several occupational risks, high body-mass index (BMI), and drug use increased by more than 25% over the same period. All risks jointly evaluated in 2015 accounted for 57·8% (95% CI 56·6-58·8) of global deaths and 41·2% (39·8-42·8) of DALYs. In 2015, the ten largest contributors to global DALYs among Level 3 risks were high systolic blood pressure (211·8 million [192·7 million to 231·1 million] global DALYs), smoking (148·6 million [134·2 million to 163·1 million]), high fasting plasma glucose (143·1 million [125·1 million to 163·5 million]), high BMI (120·1 million [83·8 million to 158·4 million]), childhood undernutrition (113·3 million [103·9 million to 123·4 million]), ambient particulate matter (103·1 million [90·8 million to 115·1 million]), high total cholesterol (88·7 million [74·6 million to 105·7 million]), household air pollution (85·6 million [66·7 million to 106·1 million]), alcohol use (85·0 million [77·2 million to 93·0 million]), and diets high in sodium (83·0 million [49·3 million to 127·5 million]). From 1990 to 2015, attributable DALYs declined for micronutrient deficiencies, childhood undernutrition, unsafe sanitation and water, and household air pollution; reductions in risk-deleted DALY rates rather than reductions in exposure drove these declines. Rising exposure contributed to notable increases in attributable DALYs from high BMI, high fasting plasma glucose, occupational carcinogens, and drug use. Environmental risks and childhood undernutrition declined steadily with SDI; low physical activity, high BMI, and high fasting plasma glucose increased with SDI. In 119 countries, metabolic risks, such as high BMI and fasting plasma glucose, contributed the most attributable DALYs in 2015. Regionally, smoking still ranked among the leading five risk factors for attributable DALYs in 109 countries; childhood underweight and unsafe sex remained primary drivers of early death and disability in much of sub-Saharan Africa. INTERPRETATION: Declines in some key environmental risks have contributed to declines in critical infectious diseases. Some risks appear to be invariant to SDI. Increasing risks, including high BMI, high fasting plasma glucose, drug use, and some occupational exposures, contribute to rising burden from some conditions, but also provide opportunities for intervention. Some highly preventable risks, such as smoking, remain major causes of attributable DALYs, even as exposure is declining. Public policy makers need to pay attention to the risks that are increasingly major contributors to global burden. FUNDING: Bill & Melinda Gates Foundation.

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