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1. Evaluating the performance of Plasmodium falciparum genetic metrics for inferring National Malaria Control Programme reported incidence in Senegal

Author

Wong, Wesley, Schaffner, Stephen F., Thwing, Julie, Seck, Mame Cheikh, Gomis, Jules, Diedhiou, Younouss, Sy, Ngayo, Ndiop, Medoune, Ba, Fatou, Diallo, Ibrahima, Sene, Doudou, Diallo, Mamadou Alpha, Ndiaye, Yaye Die, Sy, Mouhamad, Sene, Aita, Sow, Djiby, Dieye, Baba, Tine, Abdoulaye, Ribado, Jessica, Suresh, Joshua, Lee, Albert, Battle, Katherine E., Proctor, Joshua L., Bever, Caitlin A., MacInnis, Bronwyn, Ndiaye, Daouda, Hartl, Daniel L., Wirth, Dyann F., and Volkman, Sarah K.

Published
2024
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2. Malaria surveillance reveals parasite relatedness, signatures of selection, and correlates of transmission across Senegal

Author

Schaffner, Stephen F., Badiane, Aida, Khorgade, Akanksha, Ndiop, Medoune, Gomis, Jules, Wong, Wesley, Ndiaye, Yaye Die, Diedhiou, Younouss, Thwing, Julie, Seck, Mame Cheikh, Early, Angela, Sy, Mouhamad, Deme, Awa, Diallo, Mamadou Alpha, Sy, Ngayo, Sene, Aita, Ndiaye, Tolla, Sow, Djiby, Dieye, Baba, Ndiaye, Ibrahima Mbaye, Gaye, Amy, Ndiaye, Aliou, Battle, Katherine E., Proctor, Joshua L., Bever, Caitlin, Fall, Fatou Ba, Diallo, Ibrahima, Gaye, Seynabou, Sene, Doudou, Hartl, Daniel L., Wirth, Dyann F., MacInnis, Bronwyn, Ndiaye, Daouda, and Volkman, Sarah K.

Published
2023
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3. Mapping malaria seasonality: a case study from Madagascar

Author

Nguyen, Michele, Howes, Rosalind E., Lucas, Tim C. D., Battle, Katherine E., Cameron, Ewan, Gibson, Harry S., Rozier, Jennifer, Keddie, Suzanne, Collins, Emma, Arambepola, Rohan, Kang, Su Yun, Hendriks, Chantal, Nandi, Anita, Rumisha, Susan F., Bhatt, Samir, Mioramalala, Sedera A., Nambinisoa, Mauricette Andriamananjara, Rakotomanana, Fanjasoa, Gething, Peter W., and Weiss, Daniel J.

Subjects
Statistics - Applications, Statistics - Methodology
Abstract

Many malaria-endemic areas experience seasonal fluctuations in case incidence as Anopheles mosquito and Plasmodium parasite life cycles respond to changing environmental conditions. While most existing maps of malaria seasonality use fixed thresholds of rainfall, temperature, and/or vegetation indices to identify suitable transmission months, we develop a statistical modelling framework for characterising the seasonal patterns derived directly from case data. The procedure involves a spatiotemporal regression model for estimating the monthly proportions of total annual cases and an algorithm to identify operationally relevant characteristics such as the transmission start and peak months. A seasonality index combines the monthly proportion estimates and existing estimates of annual case incidence to provide a summary of "how seasonal" locations are relative to their surroundings. An advancement upon past seasonality mapping endeavours is the presentation of the uncertainty associated with each map, which will enable policymakers to make more statistically sound decisions. The methodology is illustrated using health facility data from Madagascar.

Published
2019
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6. Heterogeneous exposure and hotspots for malaria vectors at three study sites in Uganda

Author

Kang, Su Yun, Battle, Katherine E, Gibson, Harry S, Cooper, Laura V, Maxwell, Kilama, Kamya, Moses, Lindsay, Steven W, Dorsey, Grant, Greenhouse, Bryan, Rodriguez-Barraquer, Isabel, Reiner, Robert C Jr, Smith, David L, and Bisanzio, Donal

Subjects
Medical Microbiology, Biomedical and Clinical Sciences, Clinical Sciences, Vector-Borne Diseases, Malaria, Clinical Research, Infectious Diseases, Sexually Transmitted Infections, HIV/AIDS, Rare Diseases, 3.2 Interventions to alter physical and biological environmental risks, 2.2 Factors relating to the physical environment, Infection, Good Health and Well Being, Heterogeneity, hotspots, housing, malaria vectors, spatial, zero-inflated negative binomial, Biomedical and clinical sciences, Health sciences
Abstract

Background: Heterogeneity in malaria transmission has household, temporal, and spatial components. These factors are relevant for improving the efficiency of malaria control by targeting heterogeneity. To quantify variation, we analyzed mosquito counts from entomological surveillance conducted at three study sites in Uganda that varied in malaria transmission intensity. Mosquito biting or exposure is a risk factor for malaria transmission. Methods: Using a Bayesian zero-inflated negative binomial model, validated via a comprehensive simulation study, we quantified household differences in malaria vector density and examined its spatial distribution. We introduced a novel approach for identifying changes in vector abundance hotspots over time by computing the Getis-Ord statistic on ratios of household biting propensities for different scenarios. We also explored the association of household biting propensities with housing and environmental covariates. Results: In each site, there was evidence for hot and cold spots of vector abundance, and spatial patterns associated with urbanicity, elevation, or other environmental covariates. We found some differences in the hotspots in rainy vs. dry seasons or before vs. after the application of control interventions. Housing quality explained a portion of the variation among households in mosquito counts. Conclusion: This work provided an improved understanding of heterogeneity in malaria vector density at the three study sites in Uganda and offered a valuable opportunity for assessing whether interventions could be spatially targeted to be aimed at abundance hotspots which may increase malaria risk. Indoor residual spraying was shown to be a successful measure of vector control interventions in Tororo, Uganda.  Cement walls, brick floors, closed eaves, screened airbricks, and tiled roofs were features of a house that had shown reduction of household biting propensity. Improvements in house quality should be recommended as a supplementary measure for malaria control reducing risk of infection.

Published
2018

7. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Collaborators, GBD 2016 Risk Factors, Gakidou, Emmanuela, Afshin, Ashkan, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen ME, Abyu, Gebre Yitayih, Adedeji, Isaac Akinkunmi, Adetokunboh, Olatunji, Afarideh, Mohsen, Agrawal, Anurag, Agrawal, Sutapa, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Akinyemi, Rufus Olusola, Akseer, Nadia, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Komal, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Ansari, Hossein, Antó, Josep M, Antonio, Carl Abelardo T, Anwari, Palwasha, Arian, Nicholas, Ärnlöv, Johan, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon Weldegebreal, Atey, Tesfay Mehari, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Ballew, Shoshana H, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Batis, Carolina, Battle, Katherine E, Baumgarner, Blair R, Baune, Bernhard T, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhansali, Anil, Bhutta, Zulfiqar A, Bicer, Burcu Kucuk, Bikbov, Boris, Birungi, Charles, Biryukov, Stan, Blosser, Christopher D, Boneya, Dube Jara, Bou-Orm, Ibrahim R, Brauer, Michael, and Breitborde, Nicholas JK

Subjects
Epidemiology, Health Sciences, Prevention, Aetiology, 2.2 Factors relating to the physical environment, Good Health and Well Being, Adolescent, Adult, Aged, Aged, 80 and over, Air Pollution, Body Mass Index, Cause of Death, Child, Child, Preschool, Communicable Diseases, Disabled Persons, Environmental Health, Female, Global Burden of Disease, Humans, Infant, Infant, Newborn, Life Expectancy, Male, Metabolic Diseases, Middle Aged, Noncommunicable Diseases, Occupational Diseases, Quality-Adjusted Life Years, Risk Assessment, Sex Distribution, Smoking, Water Supply, Young Adult, GBD 2016 Risk Factors Collaborators, Medical and Health Sciences, General & Internal Medicine, Biomedical and clinical sciences, Health sciences
Abstract

BackgroundThe Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of risk factor exposure and attributable burden of disease. By providing estimates over a long time series, this study can monitor risk exposure trends critical to health surveillance and inform policy debates on the importance of addressing risks in context.MethodsWe used the comparative risk assessment framework developed for previous iterations of GBD to estimate levels and trends in exposure, attributable deaths, and attributable disability-adjusted life-years (DALYs), by age group, sex, year, and location for 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks from 1990 to 2016. This study included 481 risk-outcome pairs that met the GBD study criteria for convincing or probable evidence of causation. We extracted relative risk (RR) and exposure estimates from 22 717 randomised controlled trials, cohorts, pooled cohorts, household surveys, census data, satellite data, and other sources, according to the GBD 2016 source counting methods. Using the counterfactual scenario of theoretical minimum risk exposure level (TMREL), we estimated the portion of deaths and DALYs that could be attributed to a given risk. Finally, we explored four drivers of trends in attributable burden: population growth, population ageing, trends in risk exposure, and all other factors combined.FindingsSince 1990, exposure increased significantly for 30 risks, did not change significantly for four risks, and decreased significantly for 31 risks. Among risks that are leading causes of burden of disease, child growth failure and household air pollution showed the most significant declines, while metabolic risks, such as body-mass index and high fasting plasma glucose, showed significant increases. In 2016, at Level 3 of the hierarchy, the three leading risk factors in terms of attributable DALYs at the global level for men were smoking (124·1 million DALYs [95% UI 111·2 million to 137·0 million]), high systolic blood pressure (122·2 million DALYs [110·3 million to 133·3 million], and low birthweight and short gestation (83·0 million DALYs [78·3 million to 87·7 million]), and for women, were high systolic blood pressure (89·9 million DALYs [80·9 million to 98·2 million]), high body-mass index (64·8 million DALYs [44·4 million to 87·6 million]), and high fasting plasma glucose (63·8 million DALYs [53·2 million to 76·3 million]). In 2016 in 113 countries, the leading risk factor in terms of attributable DALYs was a metabolic risk factor. Smoking remained among the leading five risk factors for DALYs for 109 countries, while low birthweight and short gestation was the leading risk factor for DALYs in 38 countries, particularly in sub-Saharan Africa and South Asia. In terms of important drivers of change in trends of burden attributable to risk factors, between 2006 and 2016 exposure to risks explains an 9·3% (6·9-11·6) decline in deaths and a 10·8% (8·3-13·1) decrease in DALYs at the global level, while population ageing accounts for 14·9% (12·7-17·5) of deaths and 6·2% (3·9-8·7) of DALYs, and population growth for 12·4% (10·1-14·9) of deaths and 12·4% (10·1-14·9) of DALYs. The largest contribution of trends in risk exposure to disease burden is seen between ages 1 year and 4 years, where a decline of 27·3% (24·9-29·7) of the change in DALYs between 2006 and 2016 can be attributed to declines in exposure to risks.InterpretationIncreasingly detailed understanding of the trends in risk exposure and the RRs for each risk-outcome pair provide insights into both the magnitude of health loss attributable to risks and how modification of risk exposure has contributed to health trends. Metabolic risks warrant particular policy attention, due to their large contribution to global disease burden, increasing trends, and variable patterns across countries at the same level of development. GBD 2016 findings show that, while it has huge potential to improve health, risk modification has played a relatively small part in the past decade.FundingThe Bill & Melinda Gates Foundation, Bloomberg Philanthropies.

Published
2017

8. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Collaborators, GBD 2016 DALYs and HALE, Hay, Simon I, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abebo, Teshome Abuka, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adedeji, Isaac A, Adetokunboh, Olatunji, Afshin, Ashkan, Aggarwal, Rakesh, Agrawal, Sutapa, Agrawal, Anurag, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemiju, Tomi F, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Raghib, Alizadeh-Navaei, Reza, Alkaabi, Juma M, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, AlMazroa, Mohammad AbdulAziz, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Althouse, Benjamin M, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Ansha, Mustafa Geleto, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asgedom, Solomon W, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Awasthi, Shally, Azarpazhooh, Mahmoud Reza, Azzopardi, Peter, Babalola, Tesleem Kayode, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barrero, Lope H, Basu, Sanjay, Battista, Robert, Battle, Katherine E, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Béjot, Yannick, Bekele, Bayu Begashaw, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Benson, Jennifer, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, and Beyene, Addisu Shunu

Subjects
Epidemiology, Public Health, Health Sciences, Clinical Research, Behavioral and Social Science, Social Determinants of Health, Prevention, Burden of Illness, 2.4 Surveillance and distribution, Good Health and Well Being, Adult, Age Distribution, Aged, Aged, 80 and over, Cause of Death, Communicable Diseases, Persons with Disabilities, Female, Global Burden of Disease, Global Health, Humans, Life Expectancy, Male, Middle Aged, Noncommunicable Diseases, Quality-Adjusted Life Years, Residence Characteristics, Sex Distribution, Wounds and Injuries, GBD 2016 DALYs and HALE Collaborators, Disabled Persons, Medical and Health Sciences, General & Internal Medicine, Biomedical and clinical sciences, Health sciences
Abstract

BackgroundMeasurement of changes in health across locations is useful to compare and contrast changing epidemiological patterns against health system performance and identify specific needs for resource allocation in research, policy development, and programme decision making. Using the Global Burden of Diseases, Injuries, and Risk Factors Study 2016, we drew from two widely used summary measures to monitor such changes in population health: disability-adjusted life-years (DALYs) and healthy life expectancy (HALE). We used these measures to track trends and benchmark progress compared with expected trends on the basis of the Socio-demographic Index (SDI).MethodsWe used results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 for all-cause mortality, cause-specific mortality, and non-fatal disease burden to derive HALE and DALYs by sex for 195 countries and territories from 1990 to 2016. We calculated DALYs by summing years of life lost and years of life lived with disability for each location, age group, sex, and year. We estimated HALE using age-specific death rates and years of life lived with disability per capita. We explored how DALYs and HALE differed from expected trends when compared with the SDI: the geometric mean of income per person, educational attainment in the population older than age 15 years, and total fertility rate.FindingsThe highest globally observed HALE at birth for both women and men was in Singapore, at 75·2 years (95% uncertainty interval 71·9-78·6) for females and 72·0 years (68·8-75·1) for males. The lowest for females was in the Central African Republic (45·6 years [42·0-49·5]) and for males was in Lesotho (41·5 years [39·0-44·0]). From 1990 to 2016, global HALE increased by an average of 6·24 years (5·97-6·48) for both sexes combined. Global HALE increased by 6·04 years (5·74-6·27) for males and 6·49 years (6·08-6·77) for females, whereas HALE at age 65 years increased by 1·78 years (1·61-1·93) for males and 1·96 years (1·69-2·13) for females. Total global DALYs remained largely unchanged from 1990 to 2016 (-2·3% [-5·9 to 0·9]), with decreases in communicable, maternal, neonatal, and nutritional (CMNN) disease DALYs offset by increased DALYs due to non-communicable diseases (NCDs). The exemplars, calculated as the five lowest ratios of observed to expected age-standardised DALY rates in 2016, were Nicaragua, Costa Rica, the Maldives, Peru, and Israel. The leading three causes of DALYs globally were ischaemic heart disease, cerebrovascular disease, and lower respiratory infections, comprising 16·1% of all DALYs. Total DALYs and age-standardised DALY rates due to most CMNN causes decreased from 1990 to 2016. Conversely, the total DALY burden rose for most NCDs; however, age-standardised DALY rates due to NCDs declined globally.InterpretationAt a global level, DALYs and HALE continue to show improvements. At the same time, we observe that many populations are facing growing functional health loss. Rising SDI was associated with increases in cumulative years of life lived with disability and decreases in CMNN DALYs offset by increased NCD DALYs. Relative compression of morbidity highlights the importance of continued health interventions, which has changed in most locations in pace with the gross domestic product per person, education, and family planning. The analysis of DALYs and HALE and their relationship to SDI represents a robust framework with which to benchmark location-specific health performance. Country-specific drivers of disease burden, particularly for causes with higher-than-expected DALYs, should inform health policies, health system improvement initiatives, targeted prevention efforts, and development assistance for health, including financial and research investments for all countries, regardless of their level of sociodemographic development. The presence of countries that substantially outperform others suggests the need for increased scrutiny for proven examples of best practices, which can help to extend gains, whereas the presence of underperforming countries suggests the need for devotion of extra attention to health systems that need more robust support.FundingBill & Melinda Gates Foundation.

Published
2017

9. Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries: an analysis from the Global Burden of Disease Study 2016

Author

Collaborators, GBD 2016 SDG, Fullman, Nancy, Barber, Ryan M, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen ME, Adedeji, Isaac Akinkunmi, Adetokunboh, Olatunji, Afshin, Ashkan, Agrawal, Anurag, Agrawal, Sutapa, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alasfoor, Deena, Alene, Kefyalew Addis, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Ansari, Hossein, Antonio, Carl Abelardo T, Anwari, Palwasha, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon Weldegebreal, Assadi, Reza, Atey, Tesfay Mehari, Atre, Sachin R, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barrero, Lope H, Basu, Sanjay, Battle, Katherine E, Baune, Bernhard T, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A, Bicer, Burcu Kucuk, Bidgoli, Hassan Haghparast, Bikbov, Boris, Bilal, Arebu I, Birungi, Charles, Biryukov, Stan, Bizuayehu, Habtamu Mellie, Blosser, Christopher D, Boneya, Dube Jara, Bose, Dipan, and Bou-Orm, Ibrahim R

Subjects
Infectious Diseases, Pediatric, Prevention, Rare Diseases, Good Health and Well Being, Adolescent, Adult, Child, Child Abuse, Sexual, Child, Preschool, Conservation of Natural Resources, Female, Global Burden of Disease, Global Health, Health Status, Health Status Indicators, Humans, Infant, Infant Mortality, Infant, Newborn, Male, Middle Aged, Noncommunicable Diseases, Quality-Adjusted Life Years, Sex Offenses, Young Adult, GBD 2016 SDG Collaborators, Medical and Health Sciences, General & Internal Medicine
Abstract

BackgroundThe UN's Sustainable Development Goals (SDGs) are grounded in the global ambition of "leaving no one behind". Understanding today's gains and gaps for the health-related SDGs is essential for decision makers as they aim to improve the health of populations. As part of the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016), we measured 37 of the 50 health-related SDG indicators over the period 1990-2016 for 188 countries, and then on the basis of these past trends, we projected indicators to 2030.MethodsWe used standardised GBD 2016 methods to measure 37 health-related indicators from 1990 to 2016, an increase of four indicators since GBD 2015. We substantially revised the universal health coverage (UHC) measure, which focuses on coverage of essential health services, to also represent personal health-care access and quality for several non-communicable diseases. We transformed each indicator on a scale of 0-100, with 0 as the 2·5th percentile estimated between 1990 and 2030, and 100 as the 97·5th percentile during that time. An index representing all 37 health-related SDG indicators was constructed by taking the geometric mean of scaled indicators by target. On the basis of past trends, we produced projections of indicator values, using a weighted average of the indicator and country-specific annualised rates of change from 1990 to 2016 with weights for each annual rate of change based on out-of-sample validity. 24 of the currently measured health-related SDG indicators have defined SDG targets, against which we assessed attainment.FindingsGlobally, the median health-related SDG index was 56·7 (IQR 31·9-66·8) in 2016 and country-level performance markedly varied, with Singapore (86·8, 95% uncertainty interval 84·6-88·9), Iceland (86·0, 84·1-87·6), and Sweden (85·6, 81·8-87·8) having the highest levels in 2016 and Afghanistan (10·9, 9·6-11·9), the Central African Republic (11·0, 8·8-13·8), and Somalia (11·3, 9·5-13·1) recording the lowest. Between 2000 and 2016, notable improvements in the UHC index were achieved by several countries, including Cambodia, Rwanda, Equatorial Guinea, Laos, Turkey, and China; however, a number of countries, such as Lesotho and the Central African Republic, but also high-income countries, such as the USA, showed minimal gains. Based on projections of past trends, the median number of SDG targets attained in 2030 was five (IQR 2-8) of the 24 defined targets currently measured. Globally, projected target attainment considerably varied by SDG indicator, ranging from more than 60% of countries projected to reach targets for under-5 mortality, neonatal mortality, maternal mortality ratio, and malaria, to less than 5% of countries projected to achieve targets linked to 11 indicator targets, including those for childhood overweight, tuberculosis, and road injury mortality. For several of the health-related SDGs, meeting defined targets hinges upon substantially faster progress than what most countries have achieved in the past.InterpretationGBD 2016 provides an updated and expanded evidence base on where the world currently stands in terms of the health-related SDGs. Our improved measure of UHC offers a basis to monitor the expansion of health services necessary to meet the SDGs. Based on past rates of progress, many places are facing challenges in meeting defined health-related SDG targets, particularly among countries that are the worst off. In view of the early stages of SDG implementation, however, opportunity remains to take actions to accelerate progress, as shown by the catalytic effects of adopting the Millennium Development Goals after 2000. With the SDGs' broader, bolder development agenda, multisectoral commitments and investments are vital to make the health-related SDGs within reach of all populations.FundingBill & Melinda Gates Foundation.

Published
2017

10. Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Collaborators, GBD 2016 Disease and Injury Incidence and Prevalence, Vos, Theo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abebo, Teshome Abuka, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adamu, Abdu Abdullahi, Adetokunboh, Olatunji, Afarideh, Mohsen, Afshin, Ashkan, Agarwal, Sanjay Kumar, Aggarwal, Rakesh, Agrawal, Anurag, Agrawal, Sutapa, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Raghib, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Altirkawi, Khalid A, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Andersen, Hjalte H, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon W, Assadi, Reza, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, Atre, Sachin R, Avila-Burgos, Leticia, Avokphako, Euripide Frinel G Arthur, Awasthi, Ashish, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Bannick, Marlena S, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Basu, Sanjay, Battista, Bob, Battle, Katherine E, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bekele, Bayu Begashaw, Bell, Michelle L, Bennett, Derrick A, Bensenor, Isabela M, Benson, Jennifer, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, and Beyene, Addisu Shunu

Subjects
Biomedical and Clinical Sciences, Epidemiology, Public Health, Clinical Sciences, Health Sciences, Behavioral and Social Science, Women's Health, Mental Health, Brain Disorders, Burden of Illness, Neurosciences, Aging, 2.4 Surveillance and distribution, Good Health and Well Being, Adolescent, Adult, Age Distribution, Aged, Aged, 80 and over, Cause of Death, Child, Child, Preschool, Communicable Diseases, Persons with Disabilities, Female, Global Burden of Disease, Global Health, Humans, Incidence, Infant, Infant, Newborn, Male, Middle Aged, Noncommunicable Diseases, Prevalence, Sex Distribution, Wounds and Injuries, Young Adult, GBD 2016 Disease and Injury Incidence and Prevalence Collaborators, Disabled Persons, Medical and Health Sciences, General & Internal Medicine, Biomedical and clinical sciences, Health sciences
Abstract

BackgroundAs mortality rates decline, life expectancy increases, and populations age, non-fatal outcomes of diseases and injuries are becoming a larger component of the global burden of disease. The Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of prevalence, incidence, and years lived with disability (YLDs) for 328 causes in 195 countries and territories from 1990 to 2016.MethodsWe estimated prevalence and incidence for 328 diseases and injuries and 2982 sequelae, their non-fatal consequences. We used DisMod-MR 2.1, a Bayesian meta-regression tool, as the main method of estimation, ensuring consistency between incidence, prevalence, remission, and cause of death rates for each condition. For some causes, we used alternative modelling strategies if incidence or prevalence needed to be derived from other data. YLDs were estimated as the product of prevalence and a disability weight for all mutually exclusive sequelae, corrected for comorbidity and aggregated to cause level. We updated the Socio-demographic Index (SDI), a summary indicator of income per capita, years of schooling, and total fertility rate. GBD 2016 complies with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER).FindingsGlobally, low back pain, migraine, age-related and other hearing loss, iron-deficiency anaemia, and major depressive disorder were the five leading causes of YLDs in 2016, contributing 57·6 million (95% uncertainty interval [UI] 40·8-75·9 million [7·2%, 6·0-8·3]), 45·1 million (29·0-62·8 million [5·6%, 4·0-7·2]), 36·3 million (25·3-50·9 million [4·5%, 3·8-5·3]), 34·7 million (23·0-49·6 million [4·3%, 3·5-5·2]), and 34·1 million (23·5-46·0 million [4·2%, 3·2-5·3]) of total YLDs, respectively. Age-standardised rates of YLDs for all causes combined decreased between 1990 and 2016 by 2·7% (95% UI 2·3-3·1). Despite mostly stagnant age-standardised rates, the absolute number of YLDs from non-communicable diseases has been growing rapidly across all SDI quintiles, partly because of population growth, but also the ageing of populations. The largest absolute increases in total numbers of YLDs globally were between the ages of 40 and 69 years. Age-standardised YLD rates for all conditions combined were 10·4% (95% UI 9·0-11·8) higher in women than in men. Iron-deficiency anaemia, migraine, Alzheimer's disease and other dementias, major depressive disorder, anxiety, and all musculoskeletal disorders apart from gout were the main conditions contributing to higher YLD rates in women. Men had higher age-standardised rates of substance use disorders, diabetes, cardiovascular diseases, cancers, and all injuries apart from sexual violence. Globally, we noted much less geographical variation in disability than has been documented for premature mortality. In 2016, there was a less than two times difference in age-standardised YLD rates for all causes between the location with the lowest rate (China, 9201 YLDs per 100 000, 95% UI 6862-11943) and highest rate (Yemen, 14 774 YLDs per 100 000, 11 018-19 228).InterpretationThe decrease in death rates since 1990 for most causes has not been matched by a similar decline in age-standardised YLD rates. For many large causes, YLD rates have either been stagnant or have increased for some causes, such as diabetes. As populations are ageing, and the prevalence of disabling disease generally increases steeply with age, health systems will face increasing demand for services that are generally costlier than the interventions that have led to declines in mortality in childhood or for the major causes of mortality in adults. Up-to-date information about the trends of disease and how this varies between countries is essential to plan for an adequate health-system response.FundingBill & Melinda Gates Foundation, and the National Institute on Aging and the National Institute of Mental Health of the National Institutes of Health.

Published
2017

11. Indirect effects of the COVID-19 pandemic on malaria intervention coverage, morbidity, and mortality in Africa: a geospatial modelling analysis

Author

Weiss, Daniel J, Bertozzi-Villa, Amelia, Rumisha, Susan F, Amratia, Punam, Arambepola, Rohan, Battle, Katherine E, Cameron, Ewan, Chestnutt, Elisabeth, Gibson, Harry S, Harris, Joseph, Keddie, Suzanne, Millar, Justin J, Rozier, Jennifer, Symons, Tasmin L, Vargas-Ruiz, Camilo, Hay, Simon I, Smith, David L, Alonso, Pedro L, Noor, Abdisalan M, Bhatt, Samir, and Gething, Peter W

Published
2021
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13. Maps and metrics of insecticide-treated net access, use, and nets-per-capita in Africa from 2000-2020

Author

Bertozzi-Villa, Amelia, Bever, Caitlin A., Koenker, Hannah, Weiss, Daniel J., Vargas-Ruiz, Camilo, Nandi, Anita K., Gibson, Harry S., Harris, Joseph, Battle, Katherine E., Rumisha, Susan F., Keddie, Suzanne, Amratia, Punam, Arambepola, Rohan, Cameron, Ewan, Chestnutt, Elisabeth G., Collins, Emma L., Millar, Justin, Mishra, Swapnil, Rozier, Jennifer, Symons, Tasmin, Twohig, Katherine A., Hollingsworth, T. Deirdre, Gething, Peter W., and Bhatt, Samir

Published
2021
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16. Mapping the global endemicity and clinical burden of Plasmodium vivax, 2000–17: a spatial and temporal modelling study

Author

Battle, Katherine E, Lucas, Tim C D, Nguyen, Michele, Howes, Rosalind E, Nandi, Anita K, Twohig, Katherine A, Pfeffer, Daniel A, Cameron, Ewan, Rao, Puja C, Casey, Daniel, Gibson, Harry S, Rozier, Jennifer A, Dalrymple, Ursula, Keddie, Suzanne H, Collins, Emma L, Harris, Joseph R, Guerra, Carlos A, Thorn, Michael P, Bisanzio, Donal, Fullman, Nancy, Huynh, Chantal K, Kulikoff, Xie, Kutz, Michael J, Lopez, Alan D, Mokdad, Ali H, Naghavi, Mohsen, Nguyen, Grant, Shackelford, Katya Anne, Vos, Theo, Wang, Haidong, Lim, Stephen S, Murray, Christopher J L, Price, Ric N, Baird, J Kevin, Smith, David L, Bhatt, Samir, Weiss, Daniel J, Hay, Simon I, and Gething, Peter W

Published
2019
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17. Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study

Author

Weiss, Daniel J, Lucas, Tim C D, Nguyen, Michele, Nandi, Anita K, Bisanzio, Donal, Battle, Katherine E, Cameron, Ewan, Twohig, Katherine A, Pfeffer, Daniel A, Rozier, Jennifer A, Gibson, Harry S, Rao, Puja C, Casey, Daniel, Bertozzi-Villa, Amelia, Collins, Emma L, Dalrymple, Ursula, Gray, Naomi, Harris, Joseph R, Howes, Rosalind E, Kang, Sun Yun, Keddie, Suzanne H, May, Daniel, Rumisha, Susan, Thorn, Michael P, Barber, Ryan, Fullman, Nancy, Huynh, Chantal K, Kulikoff, Xie, Kutz, Michael J, Lopez, Alan D, Mokdad, Ali H, Naghavi, Mohsen, Nguyen, Grant, Shackelford, Katya Anne, Vos, Theo, Wang, Haidong, Smith, David L, Lim, Stephen S, Murray, Christopher J L, Bhatt, Samir, Hay, Simon I, and Gething, Peter W

Published
2019
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18. Ross, macdonald, and a theory for the dynamics and control of mosquito-transmitted pathogens.

Author

Smith, David L, Battle, Katherine E, Hay, Simon I, Barker, Christopher M, Scott, Thomas W, and McKenzie, F Ellis

Subjects
Animals, Humans, Culicidae, Malaria, Communicable Disease Control, Models, Biological, History, 20th Century, Disease Transmission, Infectious, Models, Biological, History, 20th Century, Disease Transmission, Infectious, Virology, Microbiology, Immunology, Medical Microbiology
Abstract

Ronald Ross and George Macdonald are credited with developing a mathematical model of mosquito-borne pathogen transmission. A systematic historical review suggests that several mathematicians and scientists contributed to development of the Ross-Macdonald model over a period of 70 years. Ross developed two different mathematical models, Macdonald a third, and various "Ross-Macdonald" mathematical models exist. Ross-Macdonald models are best defined by a consensus set of assumptions. The mathematical model is just one part of a theory for the dynamics and control of mosquito-transmitted pathogens that also includes epidemiological and entomological concepts and metrics for measuring transmission. All the basic elements of the theory had fallen into place by the end of the Global Malaria Eradication Programme (GMEP, 1955-1969) with the concept of vectorial capacity, methods for measuring key components of transmission by mosquitoes, and a quantitative theory of vector control. The Ross-Macdonald theory has since played a central role in development of research on mosquito-borne pathogen transmission and the development of strategies for mosquito-borne disease prevention.

Published
2012

19. Evaluating the performance of Plasmodium falciparum genetics for inferring National Malaria Control Program reported incidence in Senegal

Author

Wong, Wesley, primary, Schaffner, Stephen F., additional, Thwing, Julie, additional, Seck, Mame Cheikh, additional, Gomis, Jules, additional, Diedhiou, Younouss, additional, Sy, Ngayo, additional, Ndiop, Medoune, additional, Ba, Fatou, additional, Diallo, Ibrahima, additional, Sene, Doudou, additional, Diallo, Mamadou Alpha, additional, Ndiaye, Yaye Die, additional, Sy, Mouhamad, additional, Sene, Aita, additional, Sow, Djiby, additional, Dieye, Baba, additional, Tine, Abdoulaye, additional, Ribado, Jessica, additional, Suresh, Joshua, additional, Lee, Albert, additional, Battle, Katherine E., additional, Proctor, Joshua L, additional, Bever, Caitlin A, additional, MacInnis, Bronwyn, additional, Ndiaye, Daouda, additional, Hartl, Daniel L., additional, Wirth, Dyann F, additional, and Volkman, Sarah K, additional

Published
2023
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20. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Hay, Simon I, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abebo, Teshome Abuka, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adedeji, Isaac A, Adetokunboh, Olatunji, Afshin, Ashkan, Aggarwal, Rakesh, Agrawal, Sutapa, Agrawal, Anurag, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemiju, Tomi F, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Raghib, Alizadeh-Navaei, Reza, Alkaabi, Juma M, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, AlMazroa, Mohammad AbdulAziz, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Althouse, Benjamin M, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Ansha, Mustafa Geleto, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asgedom, Solomon W, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Awasthi, Shally, Azarpazhooh, Mahmoud Reza, Azzopardi, Peter, Babalola, Tesleem Kayode, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barrero, Lope H, Basu, Sanjay, Battista, Robert, Battle, Katherine E, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Béjot, Yannick, Bekele, Bayu Begashaw, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Benson, Jennifer, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A, Biadgilign, Sibhatu, Bicer, Burcu Kucuk, Bienhoff, Kelly, Bikbov, Boris, Birungi, Charles, Biryukov, Stan, Bisanzio, Donal, Bizuayehu, Habtamu Mellie, Blyth, Fiona M, Boneya, Dube Jara, Bose, Dipan, Bou-Orm, Ibrahim R, Bourne, Rupert R A, Brainin, Michael, Brayne, Carol, Brazinova, Alexandra, Breitborde, Nicholas J K, Briant, Paul S, Britton, Gabrielle, Brugha, Traolach S, Buchbinder, Rachelle, Bulto, Lemma Negesa Bulto, Bumgarner, Blair R, Butt, Zahid A, Cahuana-Hurtado, Lucero, Cameron, Ewan, Campos-Nonato, Ismael Ricardo, Carabin, Hélène, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesus, Carter, Austin, Carvalho, Felix, Casey, Daniel, Castañeda-Orjuela, Carlos A, Castle, Chris D, Catalá-López, Ferrán, Chang, Jung-Chen, Charlson, Fiona J, Chaturvedi, Pankaj, Chen, Honglei, Chibalabala, Mirriam, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A, Chowdhury, Rajiv, Christopher, Devasahayam Jesudas, Ciobanu, Liliana G, Cirillo, Massimo, Colombara, Danny, Cooper, Leslie Trumbull, Cooper, Cyrus, Cortesi, Paolo Angelo, Cortinovis, Monica, Criqui, Michael H, Cromwell, Elizabeth A, Cross, Marita, Crump, John A, Dadi, Abel Fekadu, Dalal, Koustuv, Damasceno, Albertino, Dandona, Lalit, Dandona, Rakhi, das Neves, José, Davitoiu, Dragos V, Davletov, Kairat, de Courten, Barbora, De Leo, Diego, De Steur, Hans, Defo, Barthelemy Kuate, Degenhardt, Louisa, Deiparine, Selina, Dellavalle, Robert P, Deribe, Kebede, Deribew, Amare, Des Jarlais, Don C, Dey, Subhojit, Dharmaratne, Samath D, Dhillon, Preet K, Dicker, Daniel, Djalainia, Shirin, Do, Huyen Phuc, Dokova, Klara, Doku, David Teye, Dorsey, E Ray, dos Santos, Kadine Priscila Bender, Driscoll, Tim R, Dubey, Manisha, Duncan, Bruce Bartholow, Ebel, Beth E, Echko, Michelle, El-Khatib, Ziad Ziad, Enayati, Ahmadali, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshetie, Setegn, Eshrati, Babak, Esteghamati, Alireza, Estep, Kara, Fanuel, Fanuel Belayneh Bekele, Farag, Tamer, Farinha, Carla Sofia e Sa, Faro, André, Farzadfar, Farshad, Fazeli, Mir Sohail, Feigin, Valery L, Feigl, Andrea B, Fereshtehnejad, Seyed-Mohammad, Fernandes, João C, Ferrari, Alize J, Feyissa, Tesfaye Regassa, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D, Foigt, Nataliya, Foreman, Kyle J, Franklin, Richard C, Frostad, Joseph J, Fullman, Nancy, Fürst, Thomas, Furtado, Joao M, Futran, Neal D, Gakidou, Emmanuela, Garcia-Basteiro, Alberto L, Gebre, Teshome, Gebregergs, Gebremedhin Berhe, Gebrehiwot, Tsegaye Tewelde, Geleijnse, Johanna M, Geleto, Ayele, Gemechu, Bikila Lencha, Gesesew, Hailay Abrha, Gething, Peter W, Ghajar, Alireza, Gibney, Katherine B, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William W, Goel, Kashish, Goenka, Shifalika, Goldberg, Ellen M, Gona, Philimon N, Goodridge, Amador, Gopalani, Sameer Vali, Gosselin, Richard A, Gotay, Carolyn C, Goto, Atsushi, Goulart, Alessandra Carvalho, Graetz, Nicholas, Gugnani, Harish Chander, Gupta, Prakash C, Gupta, Rajeev, Gupta, Tanush, Gupta, Vipin, Gupta, Rahul, Gutiérrez, Reyna A, Hachinski, Vladimir, Hafezi-Nejad, Nima, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Handal, Alexis J, Hankey, Graeme J, Hao, Yuantao, Harb, Hilda L, Hareri, Habtamu Abera, Haro, Josep Maria, Harun, Kimani M, Harvey, James, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmus, Hay, Roderick J, Hedayati, Mohammad T, Hendrie, Delia, Henry, Nathaniel J, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hoek, Hans W, Hoffman, Howard J, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hostiuc, Sorin, Hotez, Peter J, Hoy, Damian G, Htet, Aung Soe, Hu, Guoqing, Huang, John J, Huynh, Chantal, Iburg, Kim Moesgaard, Igumbor, Ehimario Uche, Ikeda, Chad, Irvine, Caleb Mackay Salpeter, Islam, Sheikh Mohammed Shariful, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, James, Peter, Jassal, Simerjot K, Javanbakht, Mehdi, Jayaraman, Sudha P, Jeemon, Panniyammakal, Jensen, Paul N, Jha, Vivekanand, Jiang, Guohong, John, Denny, Johnson, Catherine O, Johnson, Sarah Charlotte, Jonas, Jost B, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kamal, Ritul, Kar, Chittaranjan, Karam, Nadim E, Karch, André, Karema, Corine Kakizi, Karimi, Seyed M, Karimkhani, Chante, Kasaeian, Amir, Kassa, Getachew Mullu, Kassaw, Nigussie Assefa, Kassebaum, Nicholas J, Kastor, Anshul, Katikireddi, Srinivasa Vittal, Kaul, Anil, Kawakami, Norito, Keiyoro, Peter Njenga, Kemmer, Laura, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Ejaz Ahmad, Khang, Young-Ho, Khoja, Abdullah T, Khosravi, Ardeshir, Khubchandani, Jagdish, Kiadaliri, Aliasghar Ahmad, Kieling, Christian, Kim, Yun Jin, Kim, Daniel, Kimokoti, Ruth W, Kinfu, Yohannes, Kisa, Adnan, Kissimova-Skarbek, Katarzyna A, Kissoon, Niranjan, Kivimaki, Mika, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Kosen, Soewarta, Kotsakis, Georgios A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krohn, Kristopher J, Kumar, G Anil, Kumar, Pushpendra, Kyu, Hmwe H, Lager, Anton Carl Jonas, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lallukka, Tea, Lambert, Nkurunziza, Lan, Qing, Lansingh, Van C, Larsson, Anders, Leasher, Janet L, Lee, Paul H, Leigh, James, Leshargie, Cheru Tesema, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Liang, Xiaofeng, Liben, Misgan Legesse, Lim, Stephen S, Linn, Shai, Liu, Patrick Y, Liu, Angela, Liu, Shiwei, Liu, Yang, Lodha, Rakesh, Logroscino, Giancarlo, Looker, Katharine J, Lopez, Alan D, Lorkowski, Stefan, Lotufo, Paulo A, Lozano, Rafael, Lucas, Timothy C D, Lunevicius, Raimundas, Lyons, Ronan A, Macarayan, Erlyn Rachelle King, Maddison, Emilie R, Magdy Abd El Razek, Hassan Magdy Abd, Magdy Abd El Razek, Mohammed, Magis-Rodriguez, Carlos, Mahdavi, Mahdi, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A, Manguerra, Helena, Manhertz, Treh, Mantovani, Lorenzo G, Mapoma, Chabila C, March, Lyn M, Marczak, Laurie B, Martinez-Raga, Jose, Martins, Paulo Henrique Viegas, Martins-Melo, Francisco Rogerlândio, Martopullo, Ira, März, Winfried, Mathur, Manu Raj, Mazidi, Mohsen, McAlinden, Colm, McGaughey, Madeline, McGrath, John J, McKee, Martin, Mehata, Suresh, Meier, Toni, Meles, Kidanu Gebremariam, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mengesha, Melkamu Merid, Mengistie, Mubarek Abera, Mengistu, Desalegn Tadese, Mensah, George A, Meretoja, Tuomo J, Meretoja, Atte, Mezgebe, Haftay Berhane, Micha, Renata, Millear, Anoushka, Miller, Ted R, Minnig, Shawn, Mirarefin, Mojde, Mirrakhimov, Erkin M, Misganaw, Awoke, Mishra, Shiva Raj, Mitchell, Philip B, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Muktar Sano Kedir, Mohammed, Kedir Endris, Mohammed, Shafiu, Mohan, Murali B V, Mokdad, Ali H, Mollenkopf, Sarah K, Monasta, Lorenzo, Montañez Hernandez, Julio Cesar, Montico, Marcella, Moradi-Lakeh, Maziar, Moraga, Paula, Morawska, Lidia, Mori, Rintaro, Morrison, Shane D, Moses, Mark, Mountjoy-Venning, Cliff, Mruts, Kalayu Birhane, Mueller, Ulrich O, Muller, Kate, Murdoch, Michele E, Murthy, Gudlavalleti Venkata Satyanarayana, Murthy, Srinivas, Musa, Kamarul Imran, Nachega, Jean B, Nagel, Gabriele, Naghavi, Mohsen, Naheed, Aliya, Naidoo, Kovin S, Nangia, Vinay, Nasher, Jamal T, Natarajan, Gopalakrishnan, Negasa, Dumessa Edessa, Negoi, Ruxandra Irina, Negoi, Ionut, Newton, Charles R, Ngunjiri, Josephine Wanjiku, Nguyen, Cuong Tat, Nguyen, Quyen Le, Nguyen, Trang Huyen, Nguyen, Grant, Nguyen, Minh, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nong, Vuong Minh, Norheim, Ole F, Norrving, Bo, Noubiap, Jean Jacques N, Nyandwi, Alypio, Obermeyer, Carla Makhlouf, O'Donnell, Martin J, Ogbo, Felix Akpojene, Oh, In-Hwan, Okoro, Anselm, Oladimeji, Olanrewaju, Olagunju, Andrew Toyin, Olagunju, Tinuke Oluwasefunmi, Olsen, Helen E, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ong, Kanyin, Opio, John Nelson, Oren, Eyal, Ortiz, Alberto, Osborne, Richard H, Osgood-Zimmerman, Aaron, Osman, Majdi, Ota, Erika, Owolabi, Mayowa O, PA, Mahesh, Pacella, Rosana E, Panda, Basant Kumar, Pandian, Jeyaraj Durai, Papachristou, Christina, Park, Eun-Kee, Parry, Charles D, Parsaeian, Mahboubeh, Patil, Snehal T, Patten, Scott B, Patton, George C, Paudel, Deepak, Paulson, Katherine, Pearce, Neil, Pereira, David M, Perez, Krystle Marie, Perico, Norberto, Pesudovs, Konrad, Peterson, Carrie Beth, Petri, William Arthur, Petzold, Max, Phillips, Michael Robert, Phipps, Geoffrey, Pigott, David M, Pillay, Julian David, Pinho, Christine, Piradov, Michael A, Plass, Dietrich, Pletcher, Martin A, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prabhakaran, Dorairaj, Prasad, Narayan, Purcell, Carrie, Purwar, Manorama, Qorbani, Mostafa, Quintanilla, Beatriz Paulina Ayala, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Afarin, Rahimi-Movaghar, Vafa, Rahman, Mohammad Hifz Ur, Rahman, Muhammad Aziz, Rahman, Mahfuzar, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Ranabhat, Chhabi Lal, Rangaswamy, Thara, Rankin, Zane, Rao, Paturi Vishnupriya, Rao, Puja C, Rawaf, Salman, Ray, Sarah E, Reiner, Robert C, Reinig, Nikolas, Reitsma, Marissa, Remuzzi, Giuseppe, Renzaho, Andre M N, Resnikoff, Serge, Rezaei, Satar, Ribeiro, Antonio L, Rivas, Jacqueline Castillo, Roba, Hirbo Shore, Robinson, Stephen R, Rojas-Rueda, David, Rokni, Mohammad Bagher, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Rubagotti, Enrico, Ruhago, George Mugambage, Saadat, Soheil, Safdarian, Mahdi, Safiri, Saeid, Sagar, Rajesh, Sahathevan, Ramesh, Sahraian, Mohammad Ali, Salama, Joseph, Saleh, Muhammad Muhammad, Salomon, Joshua A, Salvi, Sundeep Santosh, Samy, Abdallah M, Sanabria, Juan Ramon, Sanchez-Niño, Maria Dolores, Santomauro, Damian, Santos, João Vasco, Santos, Itamar S, Santric Milicevic, Milena M, Sartorius, Benn, Satpathy, Maheswar, Sawhney, Monika, Saxena, Sonia, Schelonka, Kathryn, Schmidt, Maria Inês, Schneider, Ione J C, Schöttker, Ben, Schutte, Aletta E, Schwebel, David C, Schwendicke, Falk, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shaheen, Amira, Shaikh, Masood Ali, Shamsipour, Mansour, Sharma, Rajesh, Sharma, Jayendra, She, Jun, Shi, Peilin, Shibuya, Kenji, Shields, Chloe, Shifa, Girma Temam, Shiferaw, Mekonnen Sisay, Shigematsu, Mika, Shiri, Rahman, Shirkoohi, Reza, Shirude, Shreya, Shishani, Kawkab, Shoman, Haitham, Siabani, Soraya, Sibai, Abla Mehio, Sigfusdottir, Inga Dora, Silberberg, Donald H, Silva, Diego Augusto Santos, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Om Prakash, Singh, Narinder Pal, Singh, Virendra, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Slepak, Erica Leigh, Smith, David L, Smith, Mari, Sobaih, Badr H A, Sobngwi, Eugene, Soljak, Michael, Sorensen, Reed J D, Sousa, Tatiane Cristina Moraes, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Stanaway, Jeffrey D, Stathopoulou, Vasiliki, Steel, Nicholas, Stein, Dan J, Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Stovner, Lars Jacob, Strub, Bryan, Subart, Michelle, Sufiyan, Muawiyyah Babale, Sunguya, Bruno F, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Sylte, Dillon, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tadakamadla, Santosh Kumar, Taffere, Getachew Redae, Takala, Jukka S, Tandon, Nikhil, Tanne, David, Tarekegn, Yihunie L, Tavakkoli, Mohammad, Taveira, Nuno, Taylor, Hugh R, Tegegne, Teketo Kassaw, Tehrani-Banihashemi, Arash, Tekelab, Tesfalidet, Terkawi, Abdullah Sulieman, Tesfaye, Dawit Jember, Tesssema, Belay, Thakur, JS, Thamsuwan, Ornwipa, Theadom, Alice M, Theis, Andrew M, Thomas, Katie E, Thomas, Nihal, Thompson, Robert, Thrift, Amanda G, Tobe-Gai, Ruoyan, Tobollik, Myriam, Tonelli, Marcello, Topor-Madry, Roman, Tortajada, Miguel, Touvier, Mathilde, Traebert, Jefferson, Tran, Bach Xuan, Troeger, Christopher, Truelsen, Thomas, Tsoi, Derrick, Tuzcu, Emin Murat, Tymeson, Hayley, Tyrovolas, Stefanos, Ukwaja, Kingsley Nnanna, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Updike, Rachel, Uthman, Olalekan A, Uzochukwu, Benjamin S Chudi, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Veerman, Lennert J, Venkatesh, S, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Vijayakumar, Lakshmi, Violante, Francesco S, Vishnu, Abhishek, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Vos, Theo, Wadilo, Fiseha, Wakayo, Tolassa, Wallin, Mitchell T, Wang, Yuan-Pang, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wijeratne, Tissa, Williams, Hywel C, Wiysonge, Charles Shey, Woldeyes, Belete Getahun, Wolfe, Charles D A, Woodbrook, Rachel, Woolf, Anthony D, Workicho, Abdulhalik, Xavier, Denis, Xu, Gelin, Yadgir, Simon, Yaghoubi, Mohsen, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Ye, Pengpeng, Yihdego, Mahari Gidey, Yimam, Hassen Hamid, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zegeye, Elias Asfaw, Zenebe, Zerihun Menlkalew, Zhang, Xueying, Zheng, Yingfeng, Zhou, Maigeng, Zipkin, Ben, Zodpey, Sanjay, Zoeckler, Leo, Zuhlke, Liesl Joanna, and Murray, Christopher J L

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2017
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21. Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

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Vos, Theo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abebo, Teshome Abuka, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adamu, Abdu Abdullahi, Adetokunboh, Olatunji, Afarideh, Mohsen, Afshin, Ashkan, Agarwal, Sanjay Kumar, Aggarwal, Rakesh, Agrawal, Anurag, Agrawal, Sutapa, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Raghib, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Altirkawi, Khalid A, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Andersen, Hjalte H, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon W, Assadi, Reza, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, Atre, Sachin R, Avila-Burgos, Leticia, Avokphako, Euripide Frinel G Arthur, Awasthi, Ashish, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Bannick, Marlena S, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Basu, Sanjay, Battista, Bob, Battle, Katherine E, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bekele, Bayu Begashaw, Bell, Michelle L, Bennett, Derrick A, Bensenor, Isabela M, Benson, Jennifer, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A, Biadgilign, Sibhatu, Bicer, Burcu Kucuk, Bienhoff, Kelly, Bikbov, Boris, Birungi, Charles, Biryukov, Stan, Bisanzio, Donal, Bizuayehu, Habtamu Mellie, Boneya, Dube Jara, Boufous, Soufiane, Bourne, Rupert R A, Brazinova, Alexandra, Brugha, Traolach S, Buchbinder, Rachelle, Bulto, Lemma Negesa Bulto, Bumgarner, Blair R, Butt, Zahid A, Cahuana-Hurtado, Lucero, Cameron, Ewan, Car, Mate, Carabin, Hélène, Carapetis, Jonathan R, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesus, Carter, Austin, Carvalho, Felix, Casey, Daniel C, Caso, Valeria, Castañeda-Orjuela, Carlos A, Castle, Chris D, Catalá-López, Ferrán, Chang, Hsing-Yi, Chang, Jung-Chen, Charlson, Fiona J, Chen, Honglei, Chibalabala, Mirriam, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A, Christopher, Devasahayam Jesudas, Ciobanu, Liliana G, Cirillo, Massimo, Colombara, Danny, Cooper, Cyrus, Cortesi, Paolo Angelo, Criqui, Michael H, Crump, John A, Dadi, Abel Fekadu, Dalal, Koustuv, Dandona, Lalit, Dandona, Rakhi, das Neves, José, Davitoiu, Dragos V, de Courten, Barbora, De Leo, Diego De, Defo, Barthelemy Kuate, Degenhardt, Louisa, Deiparine, Selina, Dellavalle, Robert P, Deribe, Kebede, Des Jarlais, Don C, Dey, Subhojit, Dharmaratne, Samath D, Dhillon, Preet Kaur, Dicker, Daniel, Ding, Eric L, Djalalinia, Shirin, Do, Huyen Phuc, Dorsey, E Ray, dos Santos, Kadine Priscila Bender, Douwes-Schultz, Dirk, Doyle, Kerrie E, Driscoll, Tim R, Dubey, Manisha, Duncan, Bruce Bartholow, El-Khatib, Ziad Ziad, Ellerstrand, Jerisha, Enayati, Ahmadali, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshrati, Babak, Eskandarieh, Sharareh, Esteghamati, Alireza, Estep, Kara, Fanuel, Fanuel Belayneh Bekele, Farinha, Carla Sofia E Sa, Faro, André, Farzadfar, Farshad, Fazeli, Mir Sohail, Feigin, Valery L, Fereshtehnejad, Seyed-Mohammad, Fernandes, João C, Ferrari, Alize J, Feyissa, Tesfaye Regassa, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D, Flor, Luisa Sorio, Foigt, Nataliya, Foreman, Kyle J, Franklin, Richard C, Fullman, Nancy, Fürst, Thomas, Furtado, Joao M, Futran, Neal D, Gakidou, Emmanuela, Ganji, Morsaleh, Garcia-Basteiro, Alberto L, Gebre, Teshome, Gebrehiwot, Tsegaye Tewelde, Geleto, Ayele, Gemechu, Bikila Lencha, Gesesew, Hailay Abrha, Gething, Peter W, Ghajar, Alireza, Gibney, Katherine B, Gill, Paramjit Singh, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William W, Gold, Audra L, Goldberg, Ellen M, Gona, Philimon N, Goodridge, Amador, Gopalani, Sameer Vali, Goto, Atsushi, Goulart, Alessandra Carvalho, Griswold, Max, Gugnani, Harish Chander, Gupta, Rahul, Gupta, Rajeev, Gupta, Tanush, Gupta, Vipin, Hafezi-Nejad, Nima, Hailu, Gessessew Bugssa, Hailu, Alemayehu Desalegne, Hamadeh, Randah Ribhi, Hamidi, Samer, Handal, Alexis J, Hankey, Graeme J, Hanson, Sarah Wulf, Hao, Yuantao, Harb, Hilda L, Hareri, Habtamu Abera, Haro, Josep Maria, Harvey, James, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmus, Hawley, Caitlin, Hay, Simon I, Hay, Roderick J, Henry, Nathaniel J, Heredia-Pi, Ileana Beatriz, Hernandez, Julio Montañez, Heydarpour, Pouria, Hoek, Hans W, Hoffman, Howard J, Horita, Nobuyuki, Hosgood, H Dean, Hostiuc, Sorin, Hotez, Peter J, Hoy, Damian G, Htet, Aung Soe, Hu, Guoqing, Huang, Hsiang, Huynh, Chantal, Iburg, Kim Moesgaard, Igumbor, Ehimario Uche, Ikeda, Chad, Irvine, Caleb Mackay Salpeter, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Jassal, Simerjot K, Javanbakht, Mehdi, Jayaraman, Sudha P, Jeemon, Panniyammakal, Jensen, Paul N, Jha, Vivekanand, Jiang, Guohong, John, Denny, Johnson, Sarah Charlotte, Johnson, Catherine O, Jonas, Jost B, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kamal, Ritul, Kan, Haidong, Karam, Nadim E, Karch, André, Karema, Corine Kakizi, Kasaeian, Amir, Kassa, Getachew Mullu, Kassaw, Nigussie Assefa, Kassebaum, Nicholas J, Kastor, Anshul, Katikireddi, Srinivasa Vittal, Kaul, Anil, Kawakami, Norito, Keiyoro, Peter Njenga, Kengne, Andre Pascal, Keren, Andre, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Ejaz Ahmad, Khang, Young-Ho, Khosravi, Ardeshir, Khubchandani, Jagdish, Kiadaliri, Aliasghar Ahmad, Kieling, Christian, Kim, Yun Jin, Kim, Daniel, Kim, Pauline, Kimokoti, Ruth W, Kinfu, Yohannes, Kisa, Adnan, Kissimova-Skarbek, Katarzyna A, Kivimaki, Mika, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Kosen, Soewarta, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krishnaswami, Sanjay, Krohn, Kristopher J, Kumar, G Anil, Kumar, Pushpendra, Kumar, Sanjiv, Kyu, Hmwe H, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lambert, Nkurunziza, Lan, Qing, Larsson, Anders, Lavados, Pablo M, Leasher, Janet L, Lee, Paul H, Lee, Jong-Tae, Leigh, James, Leshargie, Cheru Tesema, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Li Kappe, Darya, Liang, Xiaofeng, Liben, Misgan Legesse, Lim, Stephen S, Linn, Shai, Liu, Patrick Y, Liu, Angela, Liu, Shiwei, Liu, Yang, Lodha, Rakesh, Logroscino, Giancarlo, London, Stephanie J, Looker, Katharine J, Lopez, Alan D, Lorkowski, Stefan, Lotufo, Paulo A, Low, Nicola, Lozano, Rafael, Lucas, Timothy C D, Macarayan, Erlyn Rachelle King, Magdy Abd El Razek, Hassan, Magdy Abd El Razek, Mohammed, Mahdavi, Mahdi, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A, Manguerra, Helena, Manhertz, Treh, Mantilla, Ana, Mantovani, Lorenzo G, Mapoma, Chabila C, Marczak, Laurie B, Martinez-Raga, Jose, Martins-Melo, Francisco Rogerlândio, Martopullo, Ira, März, Winfried, Mathur, Manu Raj, Mazidi, Mohsen, McAlinden, Colm, McGaughey, Madeline, McGrath, John J, McKee, Martin, McNellan, Claire, Mehata, Suresh, Mehndiratta, Man Mohan, Mekonnen, Tefera Chane, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mengistie, Mubarek Abera, Mengistu, Desalegn Tadese, Mensah, George A, Meretoja, Tuomo J, Meretoja, Atte, Mezgebe, Haftay Berhane, Micha, Renata, Millear, Anoushka, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Mirrakhimov, Erkin M, Misganaw, Awoke, Mishra, Shiva Raj, Mitchell, Philip B, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Kedir Endris, Mohammed, Shafiu, Mohanty, Sanjay K, Mokdad, Ali H, Mollenkopf, Sarah K, Monasta, Lorenzo, Montico, Marcella, Moradi-Lakeh, Maziar, Moraga, Paula, Mori, Rintaro, Morozoff, Chloe, Morrison, Shane D, Moses, Mark, Mountjoy-Venning, Cliff, Mruts, Kalayu Birhane, Mueller, Ulrich O, Muller, Kate, Murdoch, Michele E, Murthy, Gudlavalleti Venkata Satyanarayana, Musa, Kamarul Imran, Nachega, Jean B, Nagel, Gabriele, Naghavi, Mohsen, Naheed, Aliya, Naidoo, Kovin S, Naldi, Luigi, Nangia, Vinay, Natarajan, Gopalakrishnan, Negasa, Dumessa Edessa, Negoi, Ruxandra Irina, Negoi, Ionut, Newton, Charles R, Ngunjiri, Josephine Wanjiku, Nguyen, Trang Huyen, Nguyen, Quyen Le, Nguyen, Cuong Tat, Nguyen, Grant, Nguyen, Minh, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nolte, Sandra, Nong, Vuong Minh, Norrving, Bo, Noubiap, Jean Jacques N, O'Donnell, Martin J, Ogbo, Felix Akpojene, Oh, In-Hwan, Okoro, Anselm, Oladimeji, Olanrewaju, Olagunju, Tinuke Oluwasefunmi, Olagunju, Andrew Toyin, Olsen, Helen E, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ong, Kanyin, Opio, John Nelson, Oren, Eyal, Ortiz, Alberto, Osgood-Zimmerman, Aaron, Osman, Majdi, Owolabi, Mayowa O, PA, Mahesh, Pacella, Rosana E, Pana, Adrian, Panda, Basant Kumar, Papachristou, Christina, Park, Eun-Kee, Parry, Charles D, Parsaeian, Mahboubeh, Patten, Scott B, Patton, George C, Paulson, Katherine, Pearce, Neil, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Peterson, Carrie Beth, Petzold, Max, Phillips, Michael Robert, Pigott, David M, Pillay, Julian David, Pinho, Christine, Plass, Dietrich, Pletcher, Martin A, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prabhakaran, Dorairaj, Prasad, Noela M, Prasad, Narayan, Purcell, Carrie, Qorbani, Mostafa, Quansah, Reginald, Quintanilla, Beatriz Paulina Ayala, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Afarin, Rahimi-Movaghar, Vafa, Rahman, Mohammad Hifz Ur, Rahman, Mahfuzar, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Ranabhat, Chhabi Lal, Rankin, Zane, Rao, Puja C, Rao, Paturi Vishnupriya, Rawaf, Salman, Ray, Sarah E, Reiner, Robert C, Reinig, Nikolas, Reitsma, Marissa B, Remuzzi, Giuseppe, Renzaho, Andre M N, Resnikoff, Serge, Rezaei, Satar, Ribeiro, Antonio L, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Roy, Ambuj, Rubagotti, Enrico, Ruhago, George Mugambage, Saadat, Soheil, Sadat, Nafis, Safdarian, Mahdi, Safi, Sare, Safiri, Saeid, Sagar, Rajesh, Sahathevan, Ramesh, Salama, Joseph, Saleem, Huda Omer Ba, Salomon, Joshua A, Salvi, Sundeep Santosh, Samy, Abdallah M, Sanabria, Juan R, Santomauro, Damian, Santos, Itamar S, Santos, João Vasco, Santric Milicevic, Milena M, Sartorius, Benn, Satpathy, Maheswar, Sawhney, Monika, Saxena, Sonia, Schmidt, Maria Inês, Schneider, Ione J C, Schöttker, Ben, Schwebel, David C, Schwendicke, Falk, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Setegn, Tesfaye, Shackelford, Katya Anne, Shaheen, Amira, Shaikh, Masood Ali, Shamsipour, Mansour, Shariful Islam, Sheikh Mohammed, Sharma, Jayendra, Sharma, Rajesh, She, Jun, Shi, Peilin, Shields, Chloe, Shifa, Girma Temam, Shigematsu, Mika, Shinohara, Yukito, Shiri, Rahman, Shirkoohi, Reza, Shirude, Shreya, Shishani, Kawkab, Shrime, Mark G, Sibai, Abla Mehio, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santos, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Narinder Pal, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Skirbekk, Vegard, Slepak, Erica Leigh, Sligar, Amber, Smith, David L, Smith, Mari, Sobaih, Badr H A, Sobngwi, Eugene, Sorensen, Reed J D, Sousa, Tatiane Cristina Moraes, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Stanaway, Jeffrey D, Stathopoulou, Vasiliki, Steel, Nicholas, Stein, Murray B, Stein, Dan J, Steiner, Timothy J, Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Stovner, Lars Jacob, Strub, Bryan, Subart, Michelle, Sufiyan, Muawiyyah Babale, Sunguya, Bruno F, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Sylte, Dillon O, Tabarés-Seisdedos, Rafael, Taffere, Getachew Redae, Takala, Jukka S, Tandon, Nikhil, Tavakkoli, Mohammad, Taveira, Nuno, Taylor, Hugh R, Tehrani-Banihashemi, Arash, Tekelab, Tesfalidet, Terkawi, Abdullah Sulieman, Tesfaye, Dawit Jember, Tesssema, Belay, Thamsuwan, Ornwipa, Thomas, Katie E, Thrift, Amanda G, Tiruye, Tenaw Yimer, Tobe-Gai, Ruoyan, Tollanes, Mette C, Tonelli, Marcello, Topor-Madry, Roman, Tortajada, Miguel, Touvier, Mathilde, Tran, Bach Xuan, Tripathi, Suryakant, Troeger, Christopher, Truelsen, Thomas, Tsoi, Derrick, Tuem, Kald Beshir, Tuzcu, Emin Murat, Tyrovolas, Stefanos, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Updike, Rachel, Uthman, Olalekan A, Uzochukwu, Benjamin S Chudi, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Venkatesh, S, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Wadilo, Fiseha, Wakayo, Tolassa, Wang, Yuan-Pang, Weaver, Marcia, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wijeratne, Tissa, Wiysonge, Charles Shey, Wolfe, Charles D A, Woodbrook, Rachel, Woolf, Anthony D, Workicho, Abdulhalik, Xavier, Denis, Xu, Gelin, Yadgir, Simon, Yaghoubi, Mohsen, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Ye, Pengpeng, Yimam, Hassen Hamid, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zegeye, Elias Asfaw, Zenebe, Zerihun Menlkalew, Zhang, Xueying, Zhou, Maigeng, Zipkin, Ben, Zodpey, Sanjay, Zuhlke, Liesl Joanna, and Murray, Christopher J L

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2017
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22. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Gakidou, Emmanuela, Afshin, Ashkan, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Abyu, Gebre Yitayih, Adedeji, Isaac Akinkunmi, Adetokunboh, Olatunji, Afarideh, Mohsen, Agrawal, Anurag, Agrawal, Sutapa, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Akinyemi, Rufus Olusola, Akseer, Nadia, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Komal, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Ansari, Hossein, Antó, Josep M, Antonio, Carl Abelardo T, Anwari, Palwasha, Arian, Nicholas, Ärnlöv, Johan, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon Weldegebreal, Atey, Tesfay Mehari, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Ballew, Shoshana H, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Batis, Carolina, Battle, Katherine E, Baumgarner, Blair R, Baune, Bernhard T, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhansali, Anil, Bhutta, Zulfiqar A, Bicer, Burcu Kucuk, Bikbov, Boris, Birungi, Charles, Biryukov, Stan, Blosser, Christopher D, Boneya, Dube Jara, Bou-Orm, Ibrahim R, Brauer, Michael, Breitborde, Nicholas J K, Brenner, Hermann, Brugha, Traolach S, Bulto, Lemma Negesa Bulto, Butt, Zahid A, Cahuana-Hurtado, Lucero, Cárdenas, Rosario, Carrero, Juan Jesus, Castañeda-Orjuela, Carlos A, Catalá-López, Ferrán, Cercy, Kelly, Chang, Hsing-Yi, Charlson, Fiona J, Chimed-Ochir, Odgerel, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A, Christensen, Hanne, Christopher, Devasahayam Jesudas, Cirillo, Massimo, Cohen, Aaron J, Comfort, Haley, Cooper, Cyrus, Coresh, Josef, Cornaby, Leslie, Cortesi, Paolo Angelo, Criqui, Michael H, Crump, John A, Dandona, Lalit, Dandona, Rakhi, das Neves, José, Davey, Gail, Davitoiu, Dragos V, Davletov, Kairat, de Courten, Barbora, Defo, Barthelemy Kuate, Degenhardt, Louisa, Deiparine, Selina, Dellavalle, Robert P, Deribe, Kebede, Deshpande, Aniruddha, Dharmaratne, Samath D, Ding, Eric L, Djalalinia, Shirin, Do, Huyen Phuc, Dokova, Klara, Doku, David Teye, Donkelaar, Aaron van, Dorsey, E Ray, Driscoll, Tim R, Dubey, Manisha, Duncan, Bruce Bartholow, Duncan, Sarah, Ebrahimi, Hedyeh, El-Khatib, Ziad Ziad, Enayati, Ahmadali, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshrati, Babak, Eskandarieh, Sharareh, Esteghamati, Alireza, Estep, Kara, Faraon, Emerito Jose Aquino, Farinha, Carla Sofia e Sa, Faro, André, Farzadfar, Farshad, Fay, Kairsten, Feigin, Valery L, Fereshtehnejad, Seyed-Mohammad, Fernandes, João C, Ferrari, Alize J, Feyissa, Tesfaye Regassa, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D, Foigt, Nataliya, Foreman, Kyle J, Frostad, Joseph J, Fullman, Nancy, Fürst, Thomas, Furtado, Joao M, Ganji, Morsaleh, Garcia-Basteiro, Alberto L, Gebrehiwot, Tsegaye Tewelde, Geleijnse, Johanna M, Geleto, Ayele, Gemechu, Bikila Lencha, Gesesew, Hailay Abrha, Gething, Peter W, Ghajar, Alireza, Gibney, Katherine B, Gill, Paramjit Singh, Gillum, Richard F, Giref, Ababi Zergaw, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William W, Gona, Philimon N, Goodridge, Amador, Gopalani, Sameer Vali, Goryakin, Yevgeniy, Goulart, Alessandra Carvalho, Graetz, Nicholas, Gugnani, Harish Chander, Guo, Jingwen, Gupta, Rajeev, Gupta, Tanush, Gupta, Vipin, Gutiérrez, Reyna A, Hachinski, Vladimir, Hafezi-Nejad, Nima, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Handal, Alexis J, Hankey, Graeme J, Hanson, Sarah Wulf, Harb, Hilda L, Hareri, Habtamu Abera, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmus, Hawley, Caitlin, Hay, Simon I, Hedayati, Mohammad T, Hendrie, Delia, Heredia-Pi, Ileana Beatriz, Hernandez, Julio Cesar Montañez, Hoek, Hans W, Horita, Nobuyuki, Hosgood, H Dean, Hostiuc, Sorin, Hoy, Damian G, Hsairi, Mohamed, Hu, Guoqing, Huang, John J, Huang, Hsiang, Ibrahim, Norlinah Mohamed, Iburg, Kim Moesgaard, Ikeda, Chad, Inoue, Manami, Irvine, Caleb Mackay Salpeter, Jackson, Maria Delores, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Jauregui, Alejandra, Javanbakht, Mehdi, Jeemon, Panniyammakal, Johansson, Lars R K, Johnson, Catherine O, Jonas, Jost B, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kamal, Ritul, Karch, André, Karema, Corine Kakizi, Kasaeian, Amir, Kassebaum, Nicholas J, Kastor, Anshul, Katikireddi, Srinivasa Vittal, Kawakami, Norito, Keiyoro, Peter Njenga, Kelbore, Sefonias Getachew, Kemmer, Laura, Kengne, Andre Pascal, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Ejaz Ahmad, Khang, Young-Ho, Khosravi, Ardeshir, Khubchandani, Jagdish, Kiadaliri, Aliasghar Ahmad, Kieling, Christian, Kim, Jun Y, Kim, Yun Jin, Kim, Daniel, Kimokoti, Ruth W, Kinfu, Yohannes, Kisa, Adnan, Kissimova-Skarbek, Katarzyna A, Kivimaki, Mika, Knibbs, Luke D, Knudsen, Ann Kristin, Kopec, Jacek A, Kosen, Soewarta, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krohn, Kristopher J, Kromhout, Hans, Kumar, G Anil, Kutz, Michael, Kyu, Hmwe H, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lallukka, Tea, Lan, Qing, Lansingh, Van C, Larsson, Anders, Lee, Paul H, Lee, Alexander, Leigh, James, Leung, Janni, Levi, Miriam, Levy, Teresa Shamah, Li, Yichong, Li, Yongmei, Liang, Xiaofeng, Liben, Misgan Legesse, Linn, Shai, Liu, Patrick, Lodha, Rakesh, Logroscino, Giancarlo, Looker, Katherine J, Lopez, Alan D, Lorkowski, Stefan, Lotufo, Paulo A, Lozano, Rafael, Lunevicius, Raimundas, Macarayan, Erlyn Rachelle King, Magdy Abd El Razek, Hassan, Magdy Abd El Razek, Mohammed, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A, Manguerra, Helena, Mantovani, Lorenzo G, Mapoma, Chabila C, Martin, Randall V, Martinez-Raga, Jose, Martins-Melo, Francisco Rogerlândio, Mathur, Manu Raj, Matsushita, Kunihiro, Matzopoulos, Richard, Mazidi, Mohsen, McAlinden, Colm, McGrath, John J, Mehata, Suresh, Mehndiratta, Man Mohan, Meier, Toni, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mengesha, Melkamu Merid, Mensah, George A, Mensink, Gert B M, Mereta, Seid Tiku, Meretoja, Tuomo J, Meretoja, Atte, Mezgebe, Haftay Berhane, Micha, Renata, Millear, Anoushka, Miller, Ted R, Minnig, Shawn, Mirarefin, Mojde, Mirrakhimov, Erkin M, Misganaw, Awoke, Mishra, Shiva Raj, Mohammad, Karzan Abdulmuhsin, Mohammed, Kedir Endris, Mohammed, Shafiu, Mohan, Murali B V, Mokdad, Ali H, Monasta, Lorenzo, Montico, Marcella, Moradi-Lakeh, Maziar, Moraga, Paula, Morawska, Lidia, Morrison, Shane D, Mountjoy-Venning, Cliff, Mueller, Ulrich O, Mullany, Erin C, Muller, Kate, Murthy, Gudlavalleti Venkata Satyanarayana, Musa, Kamarul Imran, Naghavi, Mohsen, Naheed, Aliya, Nangia, Vinay, Natarajan, Gopalakrishnan, Negoi, Ruxandra Irina, Negoi, Ionut, Nguyen, Cuong Tat, Nguyen, Quyen Le, Nguyen, Trang Huyen, Nguyen, Grant, Nguyen, Minh, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nomura, Marika, Nong, Vuong Minh, Norheim, Ole F, Norrving, Bo, Noubiap, Jean Jacques N, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olagunju, Andrew Toyin, Olagunju, Tinuke Oluwasefunmi, Olivares, Pedro R, Olsen, Helen E, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Opio, John Nelson, Oren, Eyal, Ortiz, Alberto, Ota, Erika, Owolabi, Mayowa O, PA, Mahesh, Pacella, Rosana E, Pana, Adrian, Panda, Basant Kumar, Panda-Jonas, Songhomitra, Pandian, Jeyaraj D, Papachristou, Christina, Park, Eun-Kee, Parry, Charles D, Patten, Scott B, Patton, George C, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Pillay, Julian David, Piradov, Michael A, Pishgar, Farhad, Plass, Dietrich, Pletcher, Martin A, Polinder, Suzanne, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prasad, Narayan, Purcell, Carrie, Qorbani, Mostafa, Radfar, Amir, Rafay, Anwar, Rahimi-Movaghar, Afarin, Rahimi-Movaghar, Vafa, Rahman, Mohammad Hifz Ur, Rahman, Muhammad Aziz, Rahman, Mahfuzar, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Rawaf, Salman, Rehm, Colin D, Rehm, Jürgen, Reiner, Robert C, Reitsma, Marissa B, Remuzzi, Giuseppe, Renzaho, Andre M N, Resnikoff, Serge, Reynales-Shigematsu, Luz Myriam, Rezaei, Satar, Ribeiro, Antonio L, Rivera, Juan A, Roba, Kedir Teji, Rojas-Rueda, David, Roman, Yesenia, Room, Robin, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Rubagotti, Enrico, Rushton, Lesley, Sadat, Nafis, Safdarian, Mahdi, Safi, Sare, Safiri, Saeid, Sahathevan, Ramesh, Salama, Joseph, Salomon, Joshua A, Samy, Abdallah M, Sanabria, Juan Ramon, Sanchez-Niño, Maria Dolores, Sánchez-Pimienta, Tania G, Santomauro, Damian, Santos, Itamar S, Santric Milicevic, Milena M, Sartorius, Benn, Satpathy, Maheswar, Sawhney, Monika, Saxena, Sonia, Schmidt, Maria Inês, Schneider, Ione J C, Schutte, Aletta E, Schwebel, David C, Schwendicke, Falk, Seedat, Soraya, Sepanlou, Sadaf G, Serdar, Berrin, Servan-Mori, Edson E, Shaddick, Gavin, Shaheen, Amira, Shahraz, Saeid, Shaikh, Masood Ali, Shamsipour, Mansour, Shamsizadeh, Morteza, Shariful Islam, Sheikh Mohammed, Sharma, Jayendra, Sharma, Rajesh, She, Jun, Shen, Jiabin, Shi, Peilin, Shibuya, Kenji, Shields, Chloe, Shiferaw, Mekonnen Sisay, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shirkoohi, Reza, Shishani, Kawkab, Shoman, Haitham, Shrime, Mark G, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santos, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Virendra, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Slepak, Erica Leigh, Smith, David L, Smith, Mari, Sobaih, Badr H A, Sobngwi, Eugene, Soneji, Samir, Sorensen, Reed J D, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Steel, Nicholas, Stein, Dan J, Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Strub, Bryan, Subart, Michelle, Sufiyan, Muawiyyah Babale, Suliankatchi, Rizwan Abdulkader, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tadakamadla, Santosh Kumar, Takahashi, Ken, Takala, Jukka S, Tandon, Nikhil, Tanner, Marcel, Tarekegn, Yihunie L, Tavakkoli, Mohammad, Tegegne, Teketo Kassaw, Tehrani-Banihashemi, Arash, Terkawi, Abdullah Sulieman, Tesssema, Belay, Thakur, JS, Thamsuwan, Ornwipa, Thankappan, Kavumpurathu Raman, Theis, Andrew M, Thomas, Matthew Lloyd, Thomson, Alan J, Thrift, Amanda G, Tillmann, Taavi, Tobe-Gai, Ruoyan, Tobollik, Myriam, Tollanes, Mette C, Tonelli, Marcello, Topor-Madry, Roman, Torre, Anna, Tortajada, Miguel, Touvier, Mathilde, Tran, Bach Xuan, Truelsen, Thomas, Tuem, Kald Beshir, Tuzcu, Emin Murat, Tyrovolas, Stefanos, Ukwaja, Kingsley Nnanna, Uneke, Chigozie Jesse, Updike, Rachel, Uthman, Olalekan A, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Veerman, Lennert J, Venkateswaran, Vidhya, Venketasubramanian, Narayanaswamy, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Vos, Theo, Wadilo, Fiseha, Wakayo, Tolassa, Wallin, Mitchell T, Wang, Yuan-Pang, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wiysonge, Charles Shey, Woldeyes, Belete Getahun, Wolfe, Charles D A, Woodbrook, Rachel, Workicho, Abdulhalik, Xavier, Denis, Xu, Gelin, Yadgir, Simon, Yakob, Bereket, Yan, Lijing L, Yaseri, Mehdi, Yimam, Hassen Hamid, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zavala-Arciniega, Luis, Zhang, Xueying, Zimsen, Stephanie Raman M, Zipkin, Ben, Zodpey, Sanjay, Lim, Stephen S, and Murray, Christopher J L

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2017
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23. Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries: an analysis from the Global Burden of Disease Study 2016

Author

Fullman, Nancy, Barber, Ryan M, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Adedeji, Isaac Akinkunmi, Adetokunboh, Olatunji, Afshin, Ashkan, Agrawal, Anurag, Agrawal, Sutapa, Ahmad Kiadaliri, Aliasghar, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alasfoor, Deena, Alene, Kefyalew Addis, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Ansari, Hossein, Antonio, Carl Abelardo T, Anwari, Palwasha, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon Weldegebreal, Assadi, Reza, Atey, Tesfay Mehari, Atre, Sachin R, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barrero, Lope H, Basu, Sanjay, Battle, Katherine E, Baune, Bernhard T, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A, Bicer, Burcu Kucuk, Bidgoli, Hassan Haghparast, Bikbov, Boris, Bilal, Arebu I, Birungi, Charles, Biryukov, Stan, Bizuayehu, Habtamu Mellie, Blosser, Christopher D, Boneya, Dube Jara, Bose, Dipan, Bou-Orm, Ibrahim R, Brauer, Michael, Breitborde, Nicholas J K, Brugha, Traolach S, Bulto, Lemma Negesa Bulto, Butt, Zahid A, Cahuana-Hurtado, Lucero, Cameron, Ewan, Campuzano, Julio Cesar, Carabin, Hélène, Cárdenas, Rosario, Carrero, Juan Jesus, Carter, Austin, Casey, Daniel C, Castañeda-Orjuela, Carlos A, Castro, Ruben Estanislao, Catalá-López, Ferrán, Cercy, Kelly, Chang, Hsing-Yi, Chang, Jung-Chen, Charlson, Fiona J, Chew, Adrienne, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A, Christensen, Hanne, Christopher, Devasahayam Jesudas, Cirillo, Massimo, Cooper, Cyrus, Criqui, Michael H, Cromwell, Elizabeth A, Crump, John A, Dandona, Lalit, Dandona, Rakhi, Dargan, Paul I, das Neves, José, Davitoiu, Dragos V, de Courten, Barbora, De Steur, Hans, Defo, Barthelemy Kuate, Degenhardt, Louisa, Deiparine, Selina, Deribe, Kebede, deVeber, Gabrielle A, Ding, Eric L, Djalalinia, Shirin, Do, Huyen Phuc, Dokova, Klara, Doku, David Teye, Donkelaar, Aaron van, Dorsey, E Ray, Driscoll, Tim R, Dubey, Manisha, Duncan, Bruce Bartholow, Ebel, Beth E, Ebrahimi, Hedyeh, El-Khatib, Ziad Ziad, Enayati, Ahmadali, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshrati, Babak, Eskandarieh, Sharareh, Esteghamati, Alireza, Estep, Kara, Faraon, Emerito Jose Aquino, Farinha, Carla Sofia e Sa, Faro, André, Farzadfar, Farshad, Fazeli, Mir Sohail, Feigin, Valery L, Feigl, Andrea B, Fereshtehnejad, Seyed-Mohammad, Fernandes, João C, Ferrari, Alize J, Feyissa, Tesfaye Regassa, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D, Foigt, Nataliya, Foreman, Kyle J, Frank, Tahvi, Franklin, Richard C, Friedman, Joseph, Frostad, Joseph J, Fürst, Thomas, Furtado, Joao M, Gakidou, Emmanuela, Garcia-Basteiro, Alberto L, Gebrehiwot, Tsegaye Tewelde, Geleijnse, Johanna M, Geleto, Ayele, Gemechu, Bikila Lencha, Gething, Peter W, Gibney, Katherine B, Gill, Paramjit Singh, Gillum, Richard F, Giref, Ababi Zergaw, Gishu, Melkamu Dedefo, Giussani, Giorgia, Glenn, Scott D, Godwin, William W, Goldberg, Ellen M, Gona, Philimon N, Goodridge, Amador, Gopalani, Sameer Vali, Goryakin, Yevgeniy, Griswold, Max, Gugnani, Harish Chander, Gupta, Rajeev, Gupta, Tanush, Gupta, Vipin, Hafezi-Nejad, Nima, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hammami, Mouhanad, Hankey, Graeme J, Harb, Hilda L, Hareri, Habtamu Abera, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmus, Hawley, Caitlin, Hay, Simon I, He, Jiawei, Hendrie, Delia, Henry, Nathaniel J, Heredia-Pi, Ileana Beatriz, Hoek, Hans W, Holmberg, Mollie, Horita, Nobuyuki, Hosgood, H Dean, Hostiuc, Sorin, Hoy, Damian G, Hsairi, Mohamed, Htet, Aung Soe, Huang, John J, Huang, Hsiang, Huynh, Chantal, Iburg, Kim Moesgaard, Ikeda, Chad, Inoue, Manami, Irvine, Caleb Mackay Salpeter, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Jauregui, Alejandra, Javanbakht, Mehdi, Jeemon, Panniyammakal, Jha, Vivekanand, John, Denny, Johnson, Catherine O, Johnson, Sarah Charlotte, Jonas, Jost B, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kamal, Ritul, Karch, André, Karema, Corine Kakizi, Kasaeian, Amir, Kassebaum, Nicholas J, Kastor, Anshul, Katikireddi, Srinivasa Vittal, Kawakami, Norito, Keiyoro, Peter Njenga, Kelbore, Sefonias Getachew, Kemmer, Laura, Kengne, Andre Pascal, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Ejaz Ahmad, Khang, Young-Ho, Khosravi, Ardeshir, Khubchandani, Jagdish, Kieling, Christian, Kim, Jun Y, Kim, Yun Jin, Kim, Daniel, Kimokoti, Ruth W, Kinfu, Yohannes, Kisa, Adnan, Kissimova-Skarbek, Katarzyna A, Kivimaki, Mika, Kokubo, Yoshihiro, Kopec, Jacek A, Kosen, Soewarta, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krohn, Kristopher J, Kulikoff, Xie Rachel, Kumar, G Anil, Kumar Lal, Dharmesh, Kutz, Michael J, Kyu, Hmwe H, Lalloo, Ratilal, Lansingh, Van C, Larsson, Anders, Lazarus, Jeffrey Victor, Lee, Paul H, Leigh, James, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yongmei, Liben, Misgan Legesse, Linn, Shai, Liu, Patrick Y, Liu, Shiwei, Lodha, Rakesh, Looker, Katharine J, Lopez, Alan D, Lorkowski, Stefan, Lotufo, Paulo A, Lozano, Rafael, Lucas, Timothy C D, Lunevicius, Raimundas, Mackay, Mark T, Maddison, Emilie R, Magdy Abd El Razek, Hassan, Magdy Abd El Razek, Mohammed, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A, Manguerra, Helena, Mantovani, Lorenzo G, Manyazewal, Tsegahun, Mapoma, Chabila C, Marks, Guy B, Martin, Randall V, Martinez-Raga, Jose, Martins-Melo, Francisco Rogerlândio, Martopullo, Ira, Mathur, Manu Raj, Mazidi, Mohsen, McAlinden, Colm, McGaughey, Madeline, McGrath, John J, McKee, Martin, Mehata, Suresh, Mehndiratta, Man Mohan, Meier, Toni, Meles, Kidanu Gebremariam, Memish, Ziad A, Mendoza, Walter, Mengesha, Melkamu Merid, Mengistie, Mubarek Abera, Mensah, George A, Mensink, Gert B M, Mereta, Seid Tiku, Meretoja, Tuomo J, Meretoja, Atte, Mezgebe, Haftay Berhane, Micha, Renata, Millear, Anoushka, Miller, Ted R, Minnig, Shawn, Mirarefin, Mojde, Mirrakhimov, Erkin M, Misganaw, Awoke, Mishra, Shiva Raj, Mitchell, Philip B, Mohammad, Karzan Abdulmuhsin, Mohammed, Kedir Endris, Mohammed, Shafiu, Mohan, Murali B V, Mokdad, Ali H, Mollenkopf, Sarah K, Monasta, Lorenzo, Montañez Hernandez, Julio Cesar, Montico, Marcella, Moradi-Lakeh, Maziar, Moraga, Paula, Morawska, Lidia, Morrison, Shane D, Moses, Mark W, Mountjoy-Venning, Cliff, Mueller, Ulrich O, Muller, Kate, Murthy, Gudlavalleti Venkata Satyanarayana, Musa, Kamarul Imran, Naghavi, Mohsen, Naheed, Aliya, Naidoo, Kovin S, Nangia, Vinay, Natarajan, Gopalakrishnan, Negoi, Ruxandra Irina, Negoi, Ionut, Nguyen, Cuong Tat, Nguyen, Quyen Le, Nguyen, Trang Huyen, Nguyen, Grant, Nguyen, Minh, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nomura, Marika, Nong, Vuong Minh, Norheim, Ole F, Noubiap, Jean Jacques N, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olagunju, Andrew Toyin, Olagunju, Tinuke Oluwasefunmi, Olivares, Pedro R, Olsen, Helen E, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ong, Kanyin, Oren, Eyal, Ortiz, Alberto, Owolabi, Mayowa O, PA, Mahesh, Pana, Adrian, Panda, Basant Kumar, Panda-Jonas, Songhomitra, Papachristou, Christina, Park, Eun-Kee, Patton, George C, Paulson, Katherine, Pereira, David M, Perico, David Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Pigott, David M, Pillay, Julian David, Pinho, Christine, Piradov, Michael A, Pishgar, Farhad, Poulton, Richie G, Pourmalek, Farshad, Qorbani, Mostafa, Radfar, Amir, Rafay, Anwar, Rahimi-Movaghar, Vafa, Rahman, Mohammad Hifz Ur, Rahman, Muhammad Aziz, Rahman, Mahfuzar, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Ranabhat, Chhabi Lal, Rao, Puja C, Rawaf, Salman, Reidy, Patrick, Reiner, Robert C, Reinig, Nikolas, Reitsma, Marissa B, Remuzzi, Giuseppe, Renzaho, Andre M N, Resnikoff, Serge, Rezaei, Satar, Rios Blancas, Maria Jesus, Rivas, Jacqueline Castillo, Roba, Kedir Teji, Rojas-Rueda, David, Rokni, Mohammad Bagher, Roshandel, Gholamreza, Roth, Gregory A, Roy, Ambuj, Rubagotti, Enrico, Sadat, Nafis, Safdarian, Mahdi, Safi, Sare, Safiri, Saeid, Sagar, Rajesh, Salama, Joseph, Salomon, Joshua A, Samy, Abdallah M, Sanabria, Juan Ramon, Santomauro, Damian, Santos, Itamar S, Santos, João Vasco, Santric Milicevic, Milena M, Sartorius, Benn, Satpathy, Maheswar, Sawhney, Monika, Saxena, Sonia, Saylan, Mete I, Schmidt, Maria Inês, Schneider, Ione J C, Schneider, Matthew T, Schöttker, Ben, Schutte, Aletta E, Schwebel, David C, Schwendicke, Falk, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shackelford, Katya Anne, Shaheen, Amira, Shahraz, Saeid, Shaikh, Masood Ali, Shamsipour, Mansour, Shamsizadeh, Morteza, Shariful Islam, Sheikh Mohammed, Sharma, Jayendra, Sharma, Rajesh, She, Jun, Shi, Peilin, Shibuya, Kenji, Shields, Chloe, Shifa, Girma Temam, Shiferaw, Mekonnen Sisay, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shirkoohi, Reza, Shirude, Shreya, Shishani, Kawkab, Shoman, Haitham, Shrime, Mark G, Silberberg, Donald H, Silva, Diego Augusto Santos, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Virendra, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Slepak, Erica Leigh, Sligar, Amber, Smith, David L, Smith, Alison, Smith, Mari, Sobaih, Badr H A, Sobngwi, Eugene, Soljak, Michael, Soneji, Samir, Sorensen, Reed J D, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Stanaway, Jeffrey D, Stein, Dan J, Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Strub, Bryan, Sufiyan, Muawiyyah Babale, Sunguya, Bruno F, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Sylte, Dillon O, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tadakamadla, Santosh Kumar, Tandon, Nikhil, Tao, Tianchan, Tarekegn, Yihunie L, Tavakkoli, Mohammad, Taveira, Nuno, Tegegne, Teketo Kassaw, Terkawi, Abdullah Sulieman, Tessema, Gizachew Assefa, Thakur, JS, Thankappan, Kavumpurathu Raman, Thrift, Amanda G, Tiruye, Tenaw Yimer, Tobe-Gai, Ruoyan, Topor-Madry, Roman, Torre, Anna, Tortajada, Miguel, Tran, Bach Xuan, Troeger, Christopher, Truelsen, Thomas, Tsoi, Derrick, Tuem, Kald Beshir, Tuzcu, Emin Murat, Tyrovolas, Stefanos, Ukwaja, Kingsley N, Uneke, Chigozie Jesse, Updike, Rachel, Uthman, Olalekan A, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Vos, Theo, Wadilo, Fiseha, Wakayo, Tolassa, Wallin, Mitchell T, Wang, Yuan-Pang, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wijeratne, Tissa, Wiysonge, Charles Shey, Woldeyes, Belete Getahun, Wolfe, Charles D A, Woodbrook, Rachel, Xavier, Denis, Xu, Gelin, Yadgir, Simon, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yimam, Hassen Hamid, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zavala-Arciniega, Luis, Zhang, Xueying, Zipkin, Ben, Zodpey, Sanjay, Lim, Stephen S, and Murray, Christopher J L

Published
2017
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24. Global estimation of anti-malarial drug effectiveness for the treatment of uncomplicated Plasmodium falciparum malaria 1991–2019

Author

Rathmes, Giulia, Rumisha, Susan F., Lucas, Tim C. D., Twohig, Katherine A., Python, Andre, Nguyen, Michele, Nandi, Anita K., Keddie, Suzanne H., Collins, Emma L., Rozier, Jennifer A., Gibson, Harry S., Chestnutt, Elisabeth G., Battle, Katherine E., Humphreys, Georgina S., Amratia, Punam, Arambepola, Rohan, Bertozzi-Villa, Amelia, Hancock, Penelope, Millar, Justin J., Symons, Tasmin L., Bhatt, Samir, Cameron, Ewan, Guerin, Philippe J., Gething, Peter W., and Weiss, Daniel J.

Published
2020
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25. The global burden of Plasmodium vivax malaria is obscure and insidious

Author

Battle, Katherine E. and Baird, J. Kevin

Subjects
Diagnosis, International aspects, Research, Health aspects, Causes of, Medical research, Malaria -- Causes of -- Diagnosis -- International aspects, World health -- Research, Plasmodium vivax -- Health aspects, Medicine, Experimental
Abstract

Author(s): Katherine E. Battle 1, J. Kevin Baird 2,3,* Summary points Estimates of the global burdens of morbidity attributable to acute attacks of Plasmodium falciparum malaria typically dwarf those of [...]

Published
2021
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26. Trends in treatment-seeking for fever in children under five years old in 151 countries from 1990 to 2020

Author

Nguyen, Michele, primary, Dzianach, Paulina A., additional, Castle, Paul E. C. W., additional, Rumisha, Susan F., additional, Rozier, Jennifer A., additional, Harris, Joseph R., additional, Gibson, Harry S., additional, Twohig, Katherine A., additional, Vargas-Ruiz, Camilo A., additional, Bisanzio, Donal, additional, Cameron, Ewan, additional, Weiss, Daniel J., additional, Bhatt, Samir, additional, Gething, Peter W., additional, and Battle, Katherine E., additional

Published
2023
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27. Acceptability, Feasibility, Drug Safety, and Effectiveness of a Pilot Mass Drug Administration with a Single Round of Sulfadoxine–Pyrimethamine Plus Primaquine and Indoor Residual Spraying in Communities with Malaria Transmission in Haiti, 2018

Author

Chang, Michelle A., primary, Impoinvil, Daniel, additional, Hamre, Karen E. S., additional, Dalexis, Paul-Emile, additional, Mérilien, Jean-Baptiste, additional, Dismer, Amber M., additional, Fouché, Bernadette, additional, Desir, Luccene, additional, Holmes, Kathleen, additional, Lafortune, Willy, additional, Herman, Camelia, additional, Rogier, Eric, additional, Noland, Gregory S., additional, Young, Alyssa J., additional, Druetz, Thomas, additional, Ashton, Ruth, additional, Eisele, Thomas P., additional, Cohen, Justin, additional, van den Hoogen, Lotus, additional, Stresman, Gillian, additional, Drakeley, Chris, additional, Pothin, Emilie, additional, Cameron, Ewan, additional, Battle, Katherine E., additional, Williamson, John, additional, Telfort, Marc-Aurèle, additional, and Lemoine, Jean Frantz, additional

Published
2023
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28. Global economic costs due to vivax malaria and the potential impact of its radical cure: A modelling study

Author

Devine, Angela, Battle, Katherine E., Meagher, Niamh, Howes, Rosalind E., Dini, Saber, Gething, Peter W., Simpson, Julie A., Price, Ric N., and Lubell, Yoel

Subjects
Drug therapy, Diagnosis, Economic aspects, Models, Dosage and administration, Health care costs -- Evaluation -- Models, Glucose-6-phosphate dehydrogenase deficiency -- Diagnosis, Primaquine -- Dosage and administration, Malaria -- Economic aspects -- Drug therapy -- Models, Medical care, Cost of -- Evaluation -- Models
Abstract

Author(s): Angela Devine 1,2,*, Katherine E. Battle 3, Niamh Meagher 2,4, Rosalind E. Howes 5,6, Saber Dini 2, Peter W. Gething 7,8, Julie A. Simpson 2, Ric N. Price 1,9,10, [...], Background In 2017, an estimated 14 million cases of Plasmodium vivax malaria were reported from Asia, Central and South America, and the Horn of Africa. The clinical burden of vivax malaria is largely driven by its ability to form dormant liver stages (hypnozoites) that can reactivate to cause recurrent episodes of malaria. Elimination of both the blood and liver stages of the parasites ("radical cure") is required to achieve a sustained clinical response and prevent ongoing transmission of the parasite. Novel treatment options and point-of-care diagnostics are now available to ensure that radical cure can be administered safely and effectively. We quantified the global economic cost of vivax malaria and estimated the potential cost benefit of a policy of radical cure after testing patients for glucose-6-phosphate dehydrogenase (G6PD) deficiency. Methods and findings Estimates of the healthcare provider and household costs due to vivax malaria were collated and combined with national case estimates for 44 endemic countries in 2017. These provider and household costs were compared with those that would be incurred under 2 scenarios for radical cure following G6PD screening: (1) complete adherence following daily supervised primaquine therapy and (2) unsupervised treatment with an assumed 40% effectiveness. A probabilistic sensitivity analysis generated credible intervals (CrIs) for the estimates. Globally, the annual cost of vivax malaria was US$359 million (95% CrI: US$222 to 563 million), attributable to 14.2 million cases of vivax malaria in 2017. From a societal perspective, adopting a policy of G6PD deficiency screening and supervision of primaquine to all eligible patients would prevent 6.1 million cases and reduce the global cost of vivax malaria to US$266 million (95% CrI: US$161 to 415 million), although healthcare provider costs would increase by US$39 million. If perfect adherence could be achieved with a single visit, then the global cost would fall further to US$225 million, equivalent to $135 million in cost savings from the baseline global costs. A policy of unsupervised primaquine reduced the cost to US$342 million (95% CrI: US$209 to 532 million) while preventing 2.1 million cases. Limitations of the study include partial availability of country-level cost data and parameter uncertainty for the proportion of patients prescribed primaquine, patient adherence to a full course of primaquine, and effectiveness of primaquine when unsupervised. Conclusions Our modelling study highlights a substantial global economic burden of vivax malaria that could be reduced through investment in safe and effective radical cure achieved by routine screening for G6PD deficiency and supervision of treatment. Novel, low-cost interventions for improving adherence to primaquine to ensure effective radical cure and widespread access to screening for G6PD deficiency will be critical to achieving the timely global elimination of P. vivax.

Published
2021
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29. Consultative meeting that examined alignment and discrepancies between health facility and household survey data in Malawi

Author

Battle, Katherine E., Gumbo, Austin, Hamuza, Gracious, Kwizombe, Collins, Banda, Akuzike Tauzi, Chipeta, Steven, Phiri, Mphatso D., Kamanga, Blessings, Kawonga, Jacob, Mafuleka, Taonga, Malpass, Ashley, Mfune, Phinias, Mhango, Mathews, Munthali, Lumbani, Silungwe, Godfrey, Siwombo, Memory, Twalibu, Haroon, Zakaliya, Allison, Kayange, Michael, and Taylor, Cameron

Published
2019
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32. Malaria surveillance reveals parasite relatedness, signatures of selection, and correlates of transmission across Senegal

Author

Schaffner, Stephen F., primary, Badiane, Aida, additional, Khorgade, Akanksha, additional, Ndiop, Medoune, additional, Gomis, Jules, additional, Wong, Wesley, additional, Ndiaye, Yaye Die, additional, Diedhiou, Younouss, additional, Thwing, Julie, additional, Seck, Mame Cheikh, additional, Early, Angela, additional, Sy, Mouhamad, additional, Deme, Awa, additional, Diallo, Mamadou Alpha, additional, Sy, Ngayo, additional, Sene, Aita, additional, Ndiaye, Tolla, additional, Sow, Djiby, additional, Dieye, Baba, additional, Ndiaye, Ibrahima Mbaye, additional, Gaye, Amy, additional, Ndiaye, Aliou, additional, Battle, Katherine E., additional, Proctor, Joshua L., additional, Bever, Caitlin, additional, Fall, Fatou Ba, additional, Diallo, Ibrahima, additional, Gaye, Seynabou, additional, Sene, Doudou, additional, Hartl, Daniel L., additional, Wirth, Dyann F., additional, MacInnis, Bronwyn, additional, Ndiaye, Daouda, additional, and Volkman, Sarah K., additional

Published
2023
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35. Quantifying primaquine effectiveness and improving adherence: a round table discussion of the APMEN Vivax Working Group

Author

Thriemer, Kamala, Bobogare, Albino, Ley, Benedikt, Gudo, Clarice Samo, Alam, Mohammad Shafiul, Anstey, Nick M., Ashley, Elizabeth, Baird, J. Kevin, Gryseels, Charlotte, Jambert, Elodie, Lacerda, Marcus, Laihad, Ferdinand, Marfurt, Jutta, Pasaribu, Ayodhia Pitaloka, Poespoprodjo, Jeanne Rini, Sutanto, Inge, Taylor, Walter R., van den Boogaard, Christel, Battle, Katherine E., Dysoley, Lek, Ghimire, Prakash, Hawley, Bill, Hwang, Jimee, Khan, Wasif Ali, Mudin, Rose Nani Binti, Sumiwi, Maria Endang, Ahmed, Rukhsana, Aktaruzzaman, M. M., Awasthi, Kiran Raj, Bardaji, Azucena, Bell, David, Boaz, Leonard, Burdam, Faustina Helen, Chandramohan, Daniel, Cheng, Qin, Chindawongsa, Keobouphaphone, Culpepper, Janice, Das, Santasabuj, Deray, Raffy, Desai, Meghna, Domingo, Gonzalo, Duoquan, Wang, Duparc, Stephan, Floranita, Rustini, Gerth-Guyette, Emily, Howes, Rosalind E., Hugo, Cecilia, Jagoe, George, Sariwati, Elvieda, Jhora, Sanya Tahmina, Jinwei, Wu, Karunajeewa, Harin, Kenangalem, Enny, Lal, Bibek Kumar, Landuwulang, Chandra, Le Perru, Emmanuel, Lee, Sang-Eun, Makita, Leo Sora, McCarthy, James, Mekuria, Asrat, Mishra, Neelima, Naket, Esau, Nambanya, Simone, Nausien, Johnny, Duc, Thang Ngo, Thi, Thuan Nguyen, Noviyanti, Rinitis, Pfeffer, Daniel, Qi, Gao, Rahmalia, Annisa, Rogerson, Stephen, Samad, Iriani, Sattabongkot, Jetsumon, Satyagraha, Ari, Shanks, Dennis, Sharma, Surender Nath, Sibley, Carol Hopkins, Sungkar, Ali, Syafruddin, Din, Talukdar, Arunansu, Tarning, Joel, ter Kuile, Feiko, Thapa, Suman, Theodora, Minerva, Huy, Tho Tran, Waramin, Edward, Waramori, Govert, Woyessa, Adugna, Wongsrichanalai, Chansuda, Xa, Nguyen Xuan, Yeom, Joon Sup, Hermawan, Lukas, Devine, Angela, Nowak, Spike, Jaya, Indra, Supargiyono, Supargiyono, Grietens, Koen Peeters, and Price, Ric N.

Published
2018
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37. Global mapping of infectious disease

Author

Hay, Simon I., Battle, Katherine E., Pigott, David M., Smith, David L., Moyes, Catherine L., Bhatt, Samir, Brownstein, John S., Collier, Nigel, Myers, Monica F., George, Dylan B., and Gething, Peter W.

Published
2013
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38. Mapping malaria by sharing spatial information between incidence and prevalence data sets

Author

Lucas, Tim CD, Nandi, Anita K, Chestnutt, Elisabeth G, Twohig, Katherine A, Keddie, Suzanne H, Collins, Emma L, Howes, Rosalind E, Nguyen, Michele, Rumisha, Susan F, Python, Andre, Arambepola, Rohan, Bertozzi‐Villa, Amelia, Hancock, Penelope, Amratia, Punam, Battle, Katherine E, Cameron, Ewan, Gething, Peter W, and Weiss, Daniel J

Abstract

As malaria incidence decreases and more countries move towards elimination, maps of malaria risk in low-prevalence areas are increasingly needed. For low-burden areas, disaggregation regression models have been developed to estimate risk at high spatial resolution from routine surveillance reports aggregated by administrative unit polygons. However, in areas with both routine surveillance data and prevalence surveys, models that make use of the spatial information from prevalence point-surveys might make more accurate predictions. Using case studies in Indonesia, Senegal and Madagascar, we compare the out-of-sample mean absolute error for two methods for incorporating point-level, spatial information into disaggregation regression models. The first simply fits a binomial-likelihood, logit-link, Gaussian random field to prevalence point-surveys to create a new covariate. The second is a multi-likelihood model that is fitted jointly to prevalence point-surveys and polygon incidence data. We find that in most cases there is no difference in mean absolute error between models. In only one case, did the new models perform the best. More generally, our results demonstrate that combining these types of data has the potential to reduce absolute error in estimates of malaria incidence but that simpler baseline models should always be fitted as a benchmark.

Published
2021

39. Modeling the levels, trends, and connectivity of malaria transmission using genomic data from a health facility in Thiès, Senegal

Author

Lee, Albert, primary, Ndiaye, Yaye Die, additional, Badiane, Aida, additional, Deme, Awa, additional, Daniels, Rachel F., additional, Schaffner, Stephen F., additional, Fall, Fatou Ba, additional, Ndiop, Médoune, additional, Gueye, Alioune Badara, additional, Diallo, Ibrahima, additional, Battle, Katherine E., additional, Wenger, Edward A., additional, Bever, Caitlin A., additional, Sene, Doudou, additional, MacInnis, Bronwyn, additional, Wirth, Dyann F., additional, Ndiaye, Daouda, additional, Hartl, Daniel L., additional, Volkman, Sarah K., additional, and Proctor, Joshua L., additional

Published
2021
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42. Mapping the endemicity and seasonality of clinical malaria for intervention targeting in Haiti using routine case data

Author

Cameron, Ewan, primary, Young, Alyssa J, additional, Twohig, Katherine A, additional, Pothin, Emilie, additional, Bhavnani, Darlene, additional, Dismer, Amber, additional, Merilien, Jean Baptiste, additional, Hamre, Karen, additional, Meyer, Phoebe, additional, Le Menach, Arnaud, additional, Cohen, Justin M, additional, Marseille, Samson, additional, Lemoine, Jean Frantz, additional, Telfort, Marc-Aurèle, additional, Chang, Michelle A, additional, Won, Kimberly, additional, Knipes, Alaine, additional, Rogier, Eric, additional, Amratia, Punam, additional, Weiss, Daniel J, additional, Gething, Peter W, additional, and Battle, Katherine E, additional

Published
2021
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43. G6PD Deficiency

Author

Howes, Rosalind E., primary, Battle, Katherine E., additional, Satyagraha, Ari W., additional, Baird, J. Kevin, additional, and Hay, Simon I., additional

Published
2013
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44. The Global Public Health Significance of Plasmodium vivax

Author

Battle, Katherine E., primary, Gething, Peter W., additional, Elyazar, Iqbal R.F., additional, Moyes, Catherine L., additional, Sinka, Marianne E., additional, Howes, Rosalind E., additional, Guerra, Carlos A., additional, Price, Ric N., additional, Baird, J. Kevin, additional, and Hay, Simon I., additional

Published
2012
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45. Author response: Mapping the endemicity and seasonality of clinical malaria for intervention targeting in Haiti using routine case data

Author

Cameron, Ewan, primary, Young, Alyssa J, additional, Twohig, Katherine A, additional, Pothin, Emilie, additional, Bhavnani, Darlene, additional, Dismer, Amber, additional, Merilien, Jean Baptiste, additional, Hamre, Karen, additional, Meyer, Phoebe, additional, Le Menach, Arnaud, additional, Cohen, Justin M, additional, Marseille, Samson, additional, Lemoine, Jean Frantz, additional, Telfort, Marc-Aurèle, additional, Chang, Michelle A, additional, Won, Kimberly, additional, Knipes, Alaine, additional, Rogier, Eric, additional, Amratia, Punam, additional, Weiss, Daniel J, additional, Gething, Peter W, additional, and Battle, Katherine E, additional

Published
2021
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46. Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach

Author

Routledge, Isobel, primary, Lai, Shengjie, additional, Battle, Katherine E., additional, Ghani, Azra C., additional, Gomez-Rodriguez, Manuel, additional, Gustafson, Kyle B., additional, Mishra, Swapnil, additional, Unwin, Juliette, additional, Proctor, Joshua L., additional, Tatem, Andrew J., additional, Li, Zhongjie, additional, and Bhatt, Samir, additional

Published
2020
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47. Additional file 1 of Global estimation of anti-malarial drug effectiveness for the treatment of uncomplicated Plasmodium falciparum malaria 1991–2019

Author

Rathmes, Giulia, Rumisha, Susan F., Lucas, Tim C. D., Twohig, Katherine A., Python, Andre, Nguyen, Michele, Nandi, Anita K., Keddie, Suzanne H., Collins, Emma L., Rozier, Jennifer A., Gibson, Harry S., Chestnutt, Elisabeth G., Battle, Katherine E., Humphreys, Georgina S., Punam Amratia, Arambepola, Rohan, Bertozzi-Villa, Amelia, Hancock, Penelope, Millar, Justin J., Tasmin L. Symons, Bhatt, Samir, Cameron, Ewan, Guerin, Philippe J., Gething, Peter W., and Weiss, Daniel J.

Abstract

Additional file 1. Supplementary information on methods, data and findings.

Published
2020
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48. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abebo, Teshome Abuka, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adedeji, Isaac A, Adetokunboh, Olatunji, Afshin, Ashkan, Aggarwal, Rakesh, Agrawal, Sutapa, Agrawal, Anurag, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemiju, Tomi F, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Raghib, Alizadeh-Navaei, Reza, Alkaabi, Juma M, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, AlMazroa, Mohammad AbdulAziz, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Althouse, Benjamin M, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Ansha, Mustafa Geleto, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asgedom, Solomon W, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Awasthi, Shally, Azarpazhooh, Mahmoud Reza, Azzopardi, Peter, Babalola, Tesleem Kayode, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barrero, Lope H, Basu, Sanjay, Battista, Robert, Battle, Katherine E, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Béjot, Yannick, Bekele, Bayu Begashaw, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Benson, Jennifer, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A, Biadgilign, Sibhatu, Bicer, Burcu Kucuk, Bienhoff, Kelly, Bikbov, Boris, Birungi, Charles, Biryukov, Stan, Bisanzio, Donal, Bizuayehu, Habtamu Mellie, Blyth, Fiona M, Boneya, Dube Jara, Bose, Dipan, Bou-Orm, Ibrahim R, Bourne, Rupert R A, Brainin, Michael, Brayne, Carol, Brazinova, Alexandra, Breitborde, Nicholas J K, Briant, Paul S, Britton, Gabrielle, Brugha, Traolach S, Buchbinder, Rachelle, Bulto, Lemma Negesa Bulto, Bumgarner, Blair R, Butt, Zahid A, Cahuana-Hurtado, Lucero, Cameron, Ewan, Campos-Nonato, Ismael Ricardo, Carabin, Hélène, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesus, Carter, Austin, Carvalho, Felix, Casey, Daniel, Castañeda-Orjuela, Carlos A, Castle, Chris D, Catalá-López, Ferrán, Chang, Jung-Chen, Charlson, Fiona J, Chaturvedi, Pankaj, Chen, Honglei, Chibalabala, Mirriam, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A, Chowdhury, Rajiv, Christopher, Devasahayam Jesudas, Ciobanu, Liliana G, Cirillo, Massimo, Colombara, Danny, Cooper, Leslie Trumbull, Cooper, Cyrus, Cortesi, Paolo Angelo, Cortinovis, Monica, Criqui, Michael H, Cromwell, Elizabeth A, Cross, Marita, Crump, John A, Dadi, Abel Fekadu, Dalal, Koustuv, Damasceno, Albertino, Dandona, Lalit, Dandona, Rakhi, das Neves, José, Davitoiu, Dragos V, Davletov, Kairat, de Courten, Barbora, De Leo, Diego, De Steur, Hans, Defo, Barthelemy Kuate, Degenhardt, Louisa, Deiparine, Selina, Dellavalle, Robert P, Deribe, Kebede, Deribew, Amare, Des Jarlais, Don C, Dey, Subhojit, Dharmaratne, Samath D, Dhillon, Preet K, Dicker, Daniel, Djalainia, Shirin, Do, Huyen Phuc, Dokova, Klara, Doku, David Teye, Dorsey, E Ray, dos Santos, Kadine Priscila Bender, Driscoll, Tim R, Dubey, Manisha, Duncan, Bruce Bartholow, Ebel, Beth E, Echko, Michelle, El-Khatib, Ziad Ziad, Enayati, Ahmadali, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshetie, Setegn, Eshrati, Babak, Esteghamati, Alireza, Estep, Kara, Fanuel, Fanuel Belayneh Bekele, Farag, Tamer, Farinha, Carla Sofia e Sa, Faro, André, Farzadfar, Farshad, Fazeli, Mir Sohail, Feigin, Valery L, Feigl, Andrea B, Fereshtehnejad, Seyed-Mohammad, Fernandes, João C, Ferrari, Alize J, Feyissa, Tesfaye Regassa, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D, Foigt, Nataliya, Foreman, Kyle J, Franklin, Richard C, Frostad, Joseph J, Fullman, Nancy, Fürst, Thomas, Furtado, Joao M, Futran, Neal D, Gakidou, Emmanuela, Garcia-Basteiro, Alberto L, Gebre, Teshome, Gebregergs, Gebremedhin Berhe, Gebrehiwot, Tsegaye Tewelde, Geleijnse, Johanna M, Geleto, Ayele, Gemechu, Bikila Lencha, Gesesew, Hailay Abrha, Gething, Peter W, Ghajar, Alireza, Gibney, Katherine B, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William W, Goel, Kashish, Goenka, Shifalika, Goldberg, Ellen M, Gona, Philimon N, Goodridge, Amador, Gopalani, Sameer Vali, Gosselin, Richard A, Gotay, Carolyn C, Goto, Atsushi, Goulart, Alessandra Carvalho, Graetz, Nicholas, Gugnani, Harish Chander, Gupta, Prakash C, Gupta, Rajeev, Gupta, Tanush, Gupta, Vipin, Gupta, Rahul, Gutiérrez, Reyna A, Hachinski, Vladimir, Hafezi-Nejad, Nima, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Handal, Alexis J, Hankey, Graeme J, Hao, Yuantao, Harb, Hilda L, Hareri, Habtamu Abera, Haro, Josep Maria, Harun, Kimani M, Harvey, James, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmus, Hay, Simon I, Hay, Roderick J, Hedayati, Mohammad T, Hendrie, Delia, Henry, Nathaniel J, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hoek, Hans W, Hoffman, Howard J, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hostiuc, Sorin, Hotez, Peter J, Hoy, Damian G, Htet, Aung Soe, Hu, Guoqing, Huang, John J, Huynh, Chantal, Iburg, Kim Moesgaard, Igumbor, Ehimario Uche, Ikeda, Chad, Irvine, Caleb Mackay Salpeter, Islam, Sheikh Mohammed Shariful, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, James, Peter, Jassal, Simerjot K, Javanbakht, Mehdi, Jayaraman, Sudha P, Jeemon, Panniyammakal, Jensen, Paul N, Jha, Vivekanand, Jiang, Guohong, John, Denny, Johnson, Catherine O, Johnson, Sarah Charlotte, Jonas, Jost B, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kamal, Ritul, Kar, Chittaranjan, Karam, Nadim E, Karch, André, Karema, Corine Kakizi, Karimi, Seyed M, Karimkhani, Chante, Kasaeian, Amir, Kassa, Getachew Mullu, Kassaw, Nigussie Assefa, Kassebaum, Nicholas J, Kastor, Anshul, Katikireddi, Srinivasa Vittal, Kaul, Anil, Kawakami, Norito, Keiyoro, Peter Njenga, Kemmer, Laura, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Ejaz Ahmad, Khang, Young-Ho, Khoja, Abdullah T, Khosravi, Ardeshir, Khubchandani, Jagdish, Kiadaliri, Aliasghar Ahmad, Kieling, Christian, Kim, Yun Jin, Kim, Daniel, Kimokoti, Ruth W, Kinfu, Yohannes, Kisa, Adnan, Kissimova-Skarbek, Katarzyna A, Kissoon, Niranjan, Kivimaki, Mika, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Kosen, Soewarta, Kotsakis, Georgios A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krohn, Kristopher J, Kumar, G Anil, Kumar, Pushpendra, Kyu, Hmwe H, Lager, Anton Carl Jonas, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lallukka, Tea, Lambert, Nkurunziza, Lan, Qing, Lansingh, Van C, Larsson, Anders, Leasher, Janet L, Lee, Paul H, Leigh, James, Leshargie, Cheru Tesema, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Liang, Xiaofeng, Liben, Misgan Legesse, Lim, Stephen S, Linn, Shai, Liu, Patrick Y, Liu, Angela, Liu, Shiwei, Liu, Yang, Lodha, Rakesh, Logroscino, Giancarlo, Looker, Katharine J, Lopez, Alan D, Lorkowski, Stefan, Lotufo, Paulo A, Lozano, Rafael, Lucas, Timothy C D, Lunevicius, Raimundas, Lyons, Ronan A, Macarayan, Erlyn Rachelle King, Maddison, Emilie R, Magdy Abd El Razek, Hassan Magdy Abd, Magdy Abd El Razek, Mohammed, Magis-Rodriguez, Carlos, Mahdavi, Mahdi, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A, Manguerra, Helena, Manhertz, Treh, Mantovani, Lorenzo G, Mapoma, Chabila C, March, Lyn M, Marczak, Laurie B, Martinez-Raga, Jose, Martins, Paulo Henrique Viegas, Martins-Melo, Francisco Rogerlândio, Martopullo, Ira, März, Winfried, Mathur, Manu Raj, Mazidi, Mohsen, McAlinden, Colm, McGaughey, Madeline, McGrath, John J, McKee, Martin, Mehata, Suresh, Meier, Toni, Meles, Kidanu Gebremariam, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mengesha, Melkamu Merid, Mengistie, Mubarek Abera, Mengistu, Desalegn Tadese, Mensah, George A, Meretoja, Tuomo J, Meretoja, Atte, Mezgebe, Haftay Berhane, Micha, Renata, Millear, Anoushka, Miller, Ted R, Minnig, Shawn, Mirarefin, Mojde, Mirrakhimov, Erkin M, Misganaw, Awoke, Mishra, Shiva Raj, Mitchell, Philip B, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Muktar Sano Kedir, Mohammed, Kedir Endris, Mohammed, Shafiu, Mohan, Murali B V, Mokdad, Ali H, Mollenkopf, Sarah K, Monasta, Lorenzo, Montañez Hernandez, Julio Cesar, Montico, Marcella, Moradi-Lakeh, Maziar, Moraga, Paula, Morawska, Lidia, Mori, Rintaro, Morrison, Shane D, Moses, Mark, Mountjoy-Venning, Cliff, Mruts, Kalayu Birhane, Mueller, Ulrich O, Muller, Kate, Murdoch, Michele E, Murray, Christopher J L, Murthy, Gudlavalleti Venkata Satyanarayana, Murthy, Srinivas, Musa, Kamarul Imran, Nachega, Jean B, Nagel, Gabriele, Naghavi, Mohsen, Naheed, Aliya, Naidoo, Kovin S, Nangia, Vinay, Nasher, Jamal T, Natarajan, Gopalakrishnan, Negasa, Dumessa Edessa, Negoi, Ruxandra Irina, Negoi, Ionut, Newton, Charles R, Ngunjiri, Josephine Wanjiku, Nguyen, Cuong Tat, Nguyen, Quyen Le, Nguyen, Trang Huyen, Nguyen, Grant, Nguyen, Minh, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nong, Vuong Minh, Norheim, Ole F, Norrving, Bo, Noubiap, Jean Jacques N, Nyandwi, Alypio, Obermeyer, Carla Makhlouf, O'Donnell, Martin J, Ogbo, Felix Akpojene, Oh, In-Hwan, Okoro, Anselm, Oladimeji, Olanrewaju, Olagunju, Andrew Toyin, Olagunju, Tinuke Oluwasefunmi, Olsen, Helen E, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ong, Kanyin, Opio, John Nelson, Oren, Eyal, Ortiz, Alberto, Osborne, Richard H, Osgood-Zimmerman, Aaron, Osman, Majdi, Ota, Erika, Owolabi, Mayowa O, PA, Mahesh, Pacella, Rosana E, Panda, Basant Kumar, Pandian, Jeyaraj Durai, Papachristou, Christina, Park, Eun-Kee, Parry, Charles D, Parsaeian, Mahboubeh, Patil, Snehal T, Patten, Scott B, Patton, George C, Paudel, Deepak, Paulson, Katherine, Pearce, Neil, Pereira, David M, Perez, Krystle Marie, Perico, Norberto, Pesudovs, Konrad, Peterson, Carrie Beth, Petri, William Arthur, Petzold, Max, Phillips, Michael Robert, Phipps, Geoffrey, Pigott, David M, Pillay, Julian David, Pinho, Christine, Piradov, Michael A, Plass, Dietrich, Pletcher, Martin A, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prabhakaran, Dorairaj, Prasad, Narayan, Purcell, Carrie, Purwar, Manorama, Qorbani, Mostafa, Quintanilla, Beatriz Paulina Ayala, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Afarin, Rahimi-Movaghar, Vafa, Rahman, Mohammad Hifz Ur, Rahman, Muhammad Aziz, Rahman, Mahfuzar, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Ranabhat, Chhabi Lal, Rangaswamy, Thara, Rankin, Zane, Rao, Paturi Vishnupriya, Rao, Puja C, Rawaf, Salman, Ray, Sarah E, Reiner, Robert C, Reinig, Nikolas, Reitsma, Marissa, Remuzzi, Giuseppe, Renzaho, Andre M N, Resnikoff, Serge, Rezaei, Satar, Ribeiro, Antonio L, Rivas, Jacqueline Castillo, Roba, Hirbo Shore, Robinson, Stephen R, Rojas-Rueda, David, Rokni, Mohammad Bagher, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Rubagotti, Enrico, Ruhago, George Mugambage, Saadat, Soheil, Safdarian, Mahdi, Safiri, Saeid, Sagar, Rajesh, Sahathevan, Ramesh, Sahraian, Mohammad Ali, Salama, Joseph, Saleh, Muhammad Muhammad, Salomon, Joshua A, Salvi, Sundeep Santosh, Samy, Abdallah M, Sanabria, Juan Ramon, Sanchez-Niño, Maria Dolores, Santomauro, Damian, Santos, João Vasco, Santos, Itamar S, Santric Milicevic, Milena M, Sartorius, Benn, Satpathy, Maheswar, Sawhney, Monika, Saxena, Sonia, Schelonka, Kathryn, Schmidt, Maria Inês, Schneider, Ione J C, Schöttker, Ben, Schutte, Aletta E, Schwebel, David C, Schwendicke, Falk, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shaheen, Amira, Shaikh, Masood Ali, Shamsipour, Mansour, Sharma, Rajesh, Sharma, Jayendra, She, Jun, Shi, Peilin, Shibuya, Kenji, Shields, Chloe, Shifa, Girma Temam, Shiferaw, Mekonnen Sisay, Shigematsu, Mika, Shiri, Rahman, Shirkoohi, Reza, Shirude, Shreya, Shishani, Kawkab, Shoman, Haitham, Siabani, Soraya, Sibai, Abla Mehio, Sigfusdottir, Inga Dora, Silberberg, Donald H, Silva, Diego Augusto Santos, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Om Prakash, Singh, Narinder Pal, Singh, Virendra, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Slepak, Erica Leigh, Smith, David L, Smith, Mari, Sobaih, Badr H A, Sobngwi, Eugene, Soljak, Michael, Sorensen, Reed J D, Sousa, Tatiane Cristina Moraes, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Stanaway, Jeffrey D, Stathopoulou, Vasiliki, Steel, Nicholas, Stein, Dan J, Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Stovner, Lars Jacob, Strub, Bryan, Subart, Michelle, Sufiyan, Muawiyyah Babale, Sunguya, Bruno F, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Sylte, Dillon, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tadakamadla, Santosh Kumar, Taffere, Getachew Redae, Takala, Jukka S, Tandon, Nikhil, Tanne, David, Tarekegn, Yihunie L, Tavakkoli, Mohammad, Taveira, Nuno, Taylor, Hugh R, Tegegne, Teketo Kassaw, Tehrani-Banihashemi, Arash, Tekelab, Tesfalidet, Terkawi, Abdullah Sulieman, Tesfaye, Dawit Jember, Tesssema, Belay, Thakur, JS, Thamsuwan, Ornwipa, Theadom, Alice M, Theis, Andrew M, Thomas, Katie E, Thomas, Nihal, Thompson, Robert, Thrift, Amanda G, Tobe-Gai, Ruoyan, Tobollik, Myriam, Tonelli, Marcello, Topor-Madry, Roman, Tortajada, Miguel, Touvier, Mathilde, Traebert, Jefferson, Tran, Bach Xuan, Troeger, Christopher, Truelsen, Thomas, Tsoi, Derrick, Tuzcu, Emin Murat, Tymeson, Hayley, Tyrovolas, Stefanos, Ukwaja, Kingsley Nnanna, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Updike, Rachel, Uthman, Olalekan A, Uzochukwu, Benjamin S Chudi, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Veerman, Lennert J, Venkatesh, S, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Vijayakumar, Lakshmi, Violante, Francesco S, Vishnu, Abhishek, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Vos, Theo, Wadilo, Fiseha, Wakayo, Tolassa, Wallin, Mitchell T, Wang, Yuan-Pang, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wijeratne, Tissa, Williams, Hywel C, Wiysonge, Charles Shey, Woldeyes, Belete Getahun, Wolfe, Charles D A, Woodbrook, Rachel, Woolf, Anthony D, Workicho, Abdulhalik, Xavier, Denis, Xu, Gelin, Yadgir, Simon, Yaghoubi, Mohsen, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Ye, Pengpeng, Yihdego, Mahari Gidey, Yimam, Hassen Hamid, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zegeye, Elias Asfaw, Zenebe, Zerihun Menlkalew, Zhang, Xueying, Zheng, Yingfeng, Zhou, Maigeng, Zipkin, Ben, Zodpey, Sanjay, Zoeckler, Leo, Zuhlke, Liesl Joanna, Viðskiptadeild (HR), School of Business (RU), Háskólinn í Reykjavík, Reykjavik University, Cell biology, Hematology, Neurology, Simon, I, Hay, Amanuel, Alemu, Abajobir, Kalkidan, Hassen, Abate, Cristiana, Abbafati, Kaja, M, Abbas, Foad, Abd Allah, Abdishakur, M, Abdulle, Teshome, Abuka, Abebo, Semaw, Ferede, Abera, Victor, Aboyan, Laith, J, Abu, Raddad, Ilana, N, Ackerman, Isaac, A, Adedeji, Olatunji, Adetokunboh, Ashkan, Afshin, Rakesh, Aggarwal, Sutapa, Agrawal, Anurag, Agrawal, Aliasghar, Ahmad, Kiadaliri, Muktar, Beshir, Ahmed, Amani, Nidhal, Aichour, Ibtihel, Aichour, Miloud, Taki, Eddine, Aichour, Sneha, Aiyar, Tomi, F, Akinyemiju, Nadia, Akseer, Faris, Hasan, Al, Lami, Fares, Alahdab, Ziyad, Al Aly, Khurshid, Alam, Noore, Alam, Tahiya, Alam, Deena, Alasfoor, Kefyalew, Addi, Alene, Raghib, Ali, Reza, Alizadeh Navaei, Juma, M, Alkaabi, Ala’A, Alkerwi, François, Alla, Peter, Allebeck, Christine, Allen, Fatma, Al Maskari, Mohammad, Abdulaziz, Almazroa, Rajaa, Al Raddadi, Ubai, Alsharif, Shirina, Alsowaidi, Benjamin, M, Althouse, Khalid, A, Altirkawi, Nelson, Alvis Guzman, Azmeraw, T, Amare, Erfan, Amini, Walid, Ammar, Yaw, Ampem, Amoako, Mustafa, Geleto, Ansha, Carl, Abelardo, T, Antonio, Palwasha, Anwari, Johan, Ärnlöv, Megha, Arora, Al, Artaman, Krishna, Kumar, Aryal, Solomon, W, Asgedom, Tesfay, Mehari, Atey, Niguse, Tadele, Atnafu, Leticia, Avila Burgo, Euripide, Frinel, G, Arthur, Avokpaho, Ashish, Awasthi, Shally, Awasthi, Beatriz, Paulina, Ayala, Quintanilla, Mahmoud, Reza, Azarpazhooh, Peter, Azzopardi, Tesleem, Kayode, Babalola, Umar, Bacha, Alaa, Badawi, Kalpana, Balakrishnan, Marlena, S, Bannick, Aleksandra, Barac, Suzanne, L, Barker, Collo, Till, Bärnighausen, Simon, Barquera, Lope, H, Barrero, Sanjay, Basu, Robert, Battista, Katherine, E, Battle, Bernhard, T, Baune, Shahrzad, Bazargan Hejazi, Justin, Beardsley, Neeraj, Bedi, Yannick, Béjot, Bayu, Begashaw, Bekele, Michelle, L, Bell, Derrick, A, Bennett, Jame, R, Bennett, Isabela, M, Bensenor, Jennifer, Benson, Adugnaw, Berhane, Derbew, Fikadu, Berhe, Eduardo, Bernabé, Balem, Demtsu, Betsu, Mircea, Beuran, Addisu, Shunu, Beyene, Anil, Bhansali, Samir, Bhatt, Zulfiqar, A, Bhutta, Sibhatu, Biadgilign, Kelly, Bienhoff, Boris, Bikbov, Charles, Birungi, Stan, Biryukov, Donal, Bisanzio, Habtamu, Mellie, Bizuayehu, Fiona, M, Blyth, Dube, Jara, Boneya, Dipan, Bose, Ibrahim, R, Bou, Orm, Rupert, R, A, Bourne, Michael, Brainin, Carol, E, G, Brayne, Alexandra, Brazinova, Nicholas, J, 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Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adedeji, Isaac A, Adetokunboh, Olatunji, Afshin, Ashkan, Aggarwal, Rakesh, Agrawal, Sutapa, Agrawal, Anurag, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemiju, Tomi F, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fare, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addi, Ali, Raghib, Alizadeh-Navaei, Reza, Alkaabi, Juma M, Alkerwi, Ala'a, Alla, Françoi, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, AlMazroa, Mohammad AbdulAziz, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Althouse, Benjamin M, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Ansha, Mustafa Geleto, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asgedom, Solomon W, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, 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Gakidou, E, Garcia-Basteiro, A, Gebre, T, Gebregergs, G, Gebrehiwot, T, Geleijnse, J, Geleto, A, Gemechu, B, Gesesew, H, Gething, P, Ghajar, A, Gibney, K, Gillum, R, Ginawi, I, Gishu, M, Giussani, G, Godwin, W, Goel, K, Goenka, S, Goldberg, E, Gona, P, Goodridge, A, Gopalani, S, Gosselin, R, Gotay, C, Goto, A, Goulart, A, Graetz, N, Gugnani, H, Gupta, P, Gupta, R, Gupta, T, Gupta, V, Gutiérrez, R, Hachinski, V, Hafezi-Nejad, N, Hailu, A, Hailu, G, Hamadeh, R, Hamidi, S, Hammami, M, Handal, A, Hankey, G, Hao, Y, Harb, H, Hareri, H, Haro, J, Harun, K, Harvey, J, Hassanvand, M, Havmoeller, R, Hay, S, Hay, R, Hedayati, M, Hendrie, D, Henry, N, Heredia-Pi, I, Heydarpour, P, Hoek, H, Hoffman, H, Horino, M, Horita, N, Hosgood, H, Hostiuc, S, Hotez, P, Hoy, D, Htet, A, Hu, G, Huang, J, Huynh, C, Iburg, K, Igumbor, E, Ikeda, C, Irvine, C, Islam, S, Jacobsen, K, Jahanmehr, N, Jakovljevic, M, James, P, Jassal, S, Javanbakht, M, Jayaraman, S, Jeemon, P, Jensen, P, Jha, V, Jiang, G, John, D, Johnson, C, Johnson, S, Jonas, J, Jürisson, M, Kabir, Z, Kadel, R, Kahsay, A, Kamal, R, Kar, C, Karam, N, Karch, A, Karema, C, Karimi, S, Karimkhani, C, Kasaeian, A, Kassa, G, Kassaw, N, Kassebaum, N, Kastor, A, Katikireddi, S, Kaul, A, Kawakami, N, Keiyoro, P, Kemmer, L, Kengne, A, Keren, A, Kesavachandran, C, Khader, Y, Khalil, I, Khan, E, Khang, Y, Khoja, A, Khosravi, A, Khubchandani, J, Kiadaliri, A, Kieling, C, Kim, Y, Kim, D, Kimokoti, R, Kinfu, Y, Kisa, A, Kissimova-Skarbek, K, Kissoon, N, Kivimaki, M, Knudsen, A, Kokubo, Y, Kolte, D, Kopec, J, Kosen, S, Kotsakis, G, Koul, P, Koyanagi, A, Kravchenko, M, Krohn, K, Kumar, G, Kumar, P, Kyu, H, Lager, A, Lal, D, Lalloo, R, Lallukka, T, Lambert, N, Lan, Q, Lansingh, V, Larsson, A, Leasher, J, Lee, P, Leigh, J, Leshargie, C, Leung, J, Leung, R, Levi, M, Li, Y, Liang, X, Liben, M, Lim, S, Linn, S, Liu, P, Liu, A, Liu, S, Liu, Y, Lodha, R, Logroscino, G, Looker, K, Lopez, A, Lorkowski, S, Lotufo, P, Lozano, R, Lucas, T, Lunevicius, R, Lyons, R, Macarayan, E, Maddison, E, Magdy Abd El Razek, H, Magdy Abd El Razek, M, Magis-Rodriguez, C, Mahdavi, M, Majdan, M, Majdzadeh, R, Majeed, A, Malekzadeh, R, Malhotra, R, Malta, D, Mamun, A, Manguerra, H, Manhertz, T, Mantovani, L, Mapoma, C, March, L, Marczak, L, Martinez-Raga, J, Martins, P, Martins-Melo, F, Martopullo, I, März, W, Mathur, M, Mazidi, M, Mcalinden, C, Mcgaughey, M, Mcgrath, J, Mckee, M, Mehata, S, Meier, T, Meles, K, Memiah, P, Memish, Z, Mendoza, W, Mengesha, M, Mengistie, M, Mengistu, D, Mensah, G, Meretoja, T, Meretoja, A, Mezgebe, H, Micha, R, Millear, A, Miller, T, Minnig, S, Mirarefin, M, Mirrakhimov, E, Misganaw, A, Mishra, S, Mitchell, P, Mohammad, K, Mohammadi, A, Mohammed, M, Mohammed, K, Mohammed, S, Mohan, M, Mokdad, A, Mollenkopf, S, Monasta, L, Montañez Hernandez, J, Montico, M, Moradi-Lakeh, M, Moraga, P, Morawska, L, Mori, R, Morrison, S, Moses, M, Mountjoy-Venning, C, Mruts, K, Mueller, U, Muller, K, Murdoch, M, Murray, C, Murthy, G, Murthy, S, Musa, K, Nachega, J, Nagel, G, Naghavi, M, Naheed, A, Naidoo, K, Nangia, V, Nasher, J, Natarajan, G, Negasa, D, Negoi, R, Negoi, I, Newton, C, Ngunjiri, J, Nguyen, C, Nguyen, Q, Nguyen, T, Nguyen, G, Nguyen, M, Nichols, E, Ningrum, D, Nong, V, Norheim, O, Norrving, B, Noubiap, J, Nyandwi, A, Obermeyer, C, O'Donnell, M, Ogbo, F, Oh, I, Okoro, A, Oladimeji, O, Olagunju, A, Olagunju, T, Olsen, H, Olusanya, B, Olusanya, J, Ong, K, Opio, J, Oren, E, Ortiz, A, Osborne, R, Osgood-Zimmerman, A, Osman, M, Ota, E, Owolabi, M, Pa, M, Pacella, R, Panda, B, Pandian, J, Papachristou, C, Park, E, Parry, C, Parsaeian, M, Patil, S, Patten, S, Patton, G, Paudel, D, Paulson, K, Pearce, N, Pereira, D, Perez, K, Perico, N, Pesudovs, K, Peterson, C, Petri, W, Petzold, M, Phillips, M, Phipps, G, Pigott, D, Pillay, J, Pinho, C, Piradov, M, Plass, D, Pletcher, M, Popova, S, Poulton, R, Pourmalek, F, Prabhakaran, D, Prasad, N, Purcell, C, Purwar, M, Qorbani, M, Quintanilla, B, Rabiee, R, Radfar, A, Rafay, A, Rahimi, K, Rahimi-Movaghar, A, Rahimi-Movaghar, V, Rahman, M, Rai, R, Rajsic, S, Ram, U, Ranabhat, C, Rangaswamy, T, Rankin, Z, Rao, P, Rawaf, S, Ray, S, Reiner, R, Reinig, N, Reitsma, M, Remuzzi, G, Renzaho, A, Resnikoff, S, Rezaei, S, Ribeiro, A, Rivas, J, Roba, H, Robinson, S, Rojas-Rueda, D, Rokni, M, Ronfani, L, Roshandel, G, Roth, G, Rothenbacher, D, Roy, A, Rubagotti, E, Ruhago, G, Saadat, S, Safdarian, M, Safiri, S, Sagar, R, Sahathevan, R, Sahraian, M, Salama, J, Saleh, M, Salomon, J, Salvi, S, Samy, A, Sanabria, J, Sanchez-Niño, M, Santomauro, D, Santos, J, Santos, I, Santric Milicevic, M, Sartorius, B, Satpathy, M, Sawhney, M, Saxena, S, Schelonka, K, Schmidt, M, Schneider, I, Schöttker, B, Schutte, A, Schwebel, D, Schwendicke, F, Seedat, S, Sepanlou, S, Servan-Mori, E, Shaheen, A, Shaikh, M, Shamsipour, M, Sharma, R, Sharma, J, She, J, Shi, P, Shibuya, K, Shields, C, Shifa, G, Shiferaw, M, Shigematsu, M, Shiri, R, Shirkoohi, R, Shirude, S, Shishani, K, Shoman, H, Siabani, S, Sibai, A, Sigfusdottir, I, Silberberg, D, Silva, D, Silva, J, Silveira, D, Singh, J, Singh, O, Singh, N, Singh, V, Sinha, D, Skiadaresi, E, Slepak, E, Smith, D, Smith, M, Sobaih, B, Sobngwi, E, Soljak, M, Sorensen, R, Sousa, T, Sposato, L, Sreeramareddy, C, Srinivasan, V, Stanaway, J, Stathopoulou, V, Steel, N, Stein, D, Steiner, C, Steinke, S, Stokes, M, Stovner, L, Strub, B, Subart, M, Sufiyan, M, Sunguya, B, Sur, P, Swaminathan, S, Sykes, B, Sylte, D, Szoeke, C, Tabarés-Seisdedos, R, Tadakamadla, S, Taffere, G, Takala, J, Tandon, N, Tanne, D, Tarekegn, Y, Tavakkoli, M, Taveira, N, Taylor, H, Tegegne, T, Tehrani-Banihashemi, A, Tekelab, T, Terkawi, A, Tesfaye, D, Tesssema, B, Thakur, J, Thamsuwan, O, Theadom, A, Theis, A, Thomas, K, Thomas, N, Thompson, R, Thrift, A, Tobe-Gai, R, Tobollik, M, Tonelli, M, Topor-Madry, R, Tortajada, M, Touvier, M, Traebert, J, Tran, B, Troeger, C, Truelsen, T, Tsoi, D, Tuzcu, E, Tymeson, H, Tyrovolas, S, Ukwaja, K, Undurraga, E, Uneke, C, Updike, R, Uthman, O, Uzochukwu, B, van Boven, J, Varughese, S, Vasankari, T, Veerman, L, Venkatesh, S, Venketasubramanian, N, Vidavalur, R, Vijayakumar, L, Violante, F, Vishnu, A, Vladimirov, S, Vlassov, V, Vollset, S, Vos, T, Wadilo, F, Wakayo, T, Wallin, M, Wang, Y, Weichenthal, S, Weiderpass, E, Weintraub, R, Weiss, D, Werdecker, A, Westerman, R, Whiteford, H, Wijeratne, T, Williams, H, Wiysonge, C, Woldeyes, B, Wolfe, C, Woodbrook, R, Woolf, A, Workicho, A, Xavier, D, Xu, G, Yadgir, S, Yaghoubi, M, Yakob, B, Yan, L, Yano, Y, Ye, P, Yihdego, M, Yimam, H, Yip, P, Yonemoto, N, Yoon, S, Yotebieng, M, Younis, M, Yu, C, Zaidi, Z, Zaki, M, Zegeye, E, Zenebe, Z, Zhang, X, Zheng, Y, Zhou, M, Zipkin, B, Zodpey, S, Zoeckler, L, Zuhlke, L, Brayne, Carol [0000-0001-5307-663X], Chowdhury, Rajiv [0000-0003-4881-5690], and Apollo - University of Cambridge Repository

Subjects
Male, Dánarmein, AUSTRALIA, GBD, disability-adjusted life-years (DALYs), Heilsufar, Lífslíkur, Epidemiology, Life expectancy, Diseases, Global Health, THERAPY, Global Burden of Disease, Residence Characteristics, Fullorðnir, Cause of Death, Medicine and Health Sciences, Psychology, Konur, Aged, 80 and over, Tölfræði, PLASMODIUM-FALCIPARUM, Aldraðir, Sjúkdómar, Medicine (all), Fatlaðir, Men, Þjóðir, 11 Medical And Health Sciences, ASSOCIATION, Middle Aged, Health policy, PREVALENCE, Sálfræði, disability-adjusted life-years (DALYs), Female, Lýðheilsa, Quality-Adjusted Life Years, Life Sciences & Biomedicine, Global Health Metrics, Adult, AFRICA, Quality of life, People with disabilities, GBD, WEIGHTS, Social ecology, Lífsgæði, Communicable Diseases, World health/statistics, Age Distribution, Life Expectancy, Medicine, General & Internal, SDG 3 - Good Health and Well-being, General & Internal Medicine, Heilbrigðisstefna, Humans, Adults, Disabled Persons, Women, Sex Distribution, Mortality, Noncommunicable Diseases, Aged, Science & Technology, Faraldsfræði, MORTALITY, Wounds and injuries, EPIDEMIOLOGIC TRANSITION, HIV, Áverkar, Karlar, Wounds and Injuries, Félagshagfræði, Older people
Abstract

Correction in: LANCET Volume: 390 Issue: 10106 Pages: E38-E38 Published: OCT 28 2017, Background Measurement of changes in health across locations is useful to compare and contrast changing epidemiological patterns against health system performance and identify specific needs for resource allocation in research, policy development, and programme decision making. Using the Global Burden of Diseases, Injuries, and Risk Factors Study 2016, we drew from two widely used summary measures to monitor such changes in population health: disability-adjusted life-years (DALYs) and healthy life expectancy (HALE). We used these measures to track trends and benchmark progress compared with expected trends on the basis of the Socio-demographic Index (SDI). Methods We used results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 for all-cause mortality, cause-specific mortality, and non-fatal disease burden to derive HALE and DALYs by sex for 195 countries and territories from 1990 to 2016. We calculated DALYs by summing years of life lost and years of life lived with disability for each location, age group, sex, and year. We estimated HALE using age-specific death rates and years of life lived with disability per capita. We explored how DALYs and HALE differed from expected trends when compared with the SDI: the geometric mean of income per person, educational attainment in the population older than age 15 years, and total fertility rate. Findings The highest globally observed HALE at birth for both women and men was in Singapore, at 75.2 years (95% uncertainty interval 71.9-78.6) for females and 72.0 years (68.8-75.1) for males. The lowest for females was in the Central African Republic (45.6 years [42.0-49.5]) and for males was in Lesotho (41.5 years [39.0-44.0]). From 1990 to 2016, global HALE increased by an average of 6.24 years (5.97-6.48) for both sexes combined. Global HALE increased by 6.04 years (5.74-6.27) for males and 6.49 years (6.08-6.77) for females, whereas HALE at age 65 years increased by 1.78 years (1.61-1.93) for males and 1.96 years (1.69-2.13) for females. Total global DALYs remained largely unchanged from 1990 to 2016 (-2.3% [-5.9 to 0.9]), with decreases in communicable, maternal, neonatal, and nutritional (CMNN) disease DALYs offset by increased DALYs due to non-communicable diseases (NCDs). The exemplars, calculated as the five lowest ratios of observed to expected age-standardised DALY rates in 2016, were Nicaragua, Costa Rica, the Maldives, Peru, and Israel. The leading three causes of DALYs globally were ischaemic heart disease, cerebrovascular disease, and lower respiratory infections, comprising 16.1% of all DALYs. Total DALYs and age-standardised DALY rates due to most CMNN causes decreased from 1990 to 2016. Conversely, the total DALY burden rose for most NCDs; however, age-standardised DALY rates due to NCDs declined globally. Interpretation At a global level, DALYs and HALE continue to show improvements. At the same time, we observe that many populations are facing growing functional health loss. Rising SDI was associated with increases in cumulative years of life lived with disability and decreases in CMNN DALYs offset by increased NCD DALYs. Relative compression of morbidity highlights the importance of continued health interventions, which has changed in most locations in pace with the gross domestic product per person, education, and family planning. The analysis of DALYs and HALE and their relationship to SDI represents a robust framework with which to benchmark location-specific health performance. Country-specific drivers of disease burden, particularly for causes with higher-than-expected DALYs, should inform health policies, health system improvement initiatives, targeted prevention efforts, and development assistance for health, including financial and research investments for all countries, regardless of their level of sociodemographic development. The presence of countries that substantially outperform others suggests the need for increased scrutiny for proven examples of best practices, which can help to extend gains, whereas the presence of underperforming countries suggests the need for devotion of extra attention to health systems that need more robust support., Bill & Melinda Gates Foundation

Published
2017

49. Model ensembles with different response variables for base and meta models: malaria disaggregation regression combining prevalence and incidence data

Author

Lucas, Thomas C.D., Nguyen, Michele, Rumisha, Susan F., Battle, Katherine E., Howes, Rosalind E., Hendriks, C.M.J., Python, André, Hancock, Penny, Cameron, Ewan, Gething, Peter W., and Weiss, Daniel J.

Subjects
Life Science
Abstract

Maps of infection risk are a vital tool for the elimination of malaria. Routine surveillance data of malaria case counts, often aggregated over administrative regions, is becoming more widely available and can better measure low malaria risk than prevalence surveys. However, aggregation of case counts over large, heterogeneous areas means that these data are often underpowered for learning relationships between the environment and malaria risk. A model that combines point surveys and aggregated surveillance data could have the benefits of both but must be able to account for the fact that these two data types are different malariometric units. Here, we train multiple machine learning models on point surveys and then combine the predictions from these with a geostatistical disaggregation model that uses routine surveillance data. We find that, in tests using data from Colombia and Madagascar, using a disaggregation regression model to combine predictions from machine learning models trained on point surveys improves model accuracy relative to using the environmental covariates directly.

Published
2019

50. Growing evidence of Plasmodium vivax across malaria-endemic Africa

Author

Twohig, Katherine A., Pfeffer, Daniel A., Baird, J. Kevin, Price, Ric N., Zimmerman, Peter A., Hay, Simon I., Gething, Peter W., Battle, Katherine E., and Howes, Rosalind E.

Subjects
Plasmodium, lcsh:Arctic medicine. Tropical medicine, Endemic Diseases, lcsh:RC955-962, Plasmodium falciparum, Parasitemia, Research and Analysis Methods, Geographical Locations, Database and Informatics Methods, parasitic diseases, Parasite Groups, Malaria, Vivax, Odds Ratio, Prevalence, Medicine and Health Sciences, Parasitic Diseases, Humans, Plasmodium Vivax, Malaria, Falciparum, Database Searching, Protozoans, lcsh:Public aspects of medicine, Organisms, Malarial Parasites, Correction, Biology and Life Sciences, Eukaryota, lcsh:RA1-1270, Tropical Diseases, Parasitic Protozoans, Malaria, Vector-Borne Diseases, Infectious Diseases, People and Places, Africa, Parasitology, Duffy Blood-Group System, Apicomplexa, Research Article
Abstract

Effective malaria control strategies require an accurate understanding of the epidemiology of locally transmitted Plasmodium species. Compared to Plasmodium falciparum infection, Plasmodium vivax has a lower asexual parasitaemia, forms dormant liver-stages (hypnozoites), and is more transmissible. Hence, treatment and diagnostic policies aimed exclusively at P. falciparum are far less efficient against endemic P. vivax. Within sub-Saharan Africa, malaria control programmes justly focus on reducing the morbidity and mortality associated with P. falciparum. However, the recent emphasis on malaria elimination and increased accessibility of more sensitive diagnostic tools have revealed greater intricacies in malaria epidemiology across the continent. Since 2010, the number of studies identifying P. vivax endemic to Africa has expanded considerably, with 88 new scientific reports published since a review of evidence in 2015, approximately doubling the available data. There is evidence of P. vivax in all regions of Africa, apparent from infected vectors, clinical cases, serological indicators, parasite prevalence, exported infections, and P. vivax-infected Duffy-negative individuals. Where the prevalence of microscopic parasitaemia is low, a greater proportion of P. vivax infections were observed relative to P. falciparum. This evidence highlights an underlying widespread presence of P. vivax across all malaria-endemic regions of Africa, further complicating the current practical understanding of malaria epidemiology in this region. Thus, ultimate elimination of malaria in Africa will require national malaria control programmes to adopt policy and practice aimed at all human species of malaria., Author summary Plasmodium vivax malaria presents challenges for malaria elimination distinct from those of the other human malarias. Patients become symptomatic at lower asexual parasitaemia, making it harder to diagnose, and its dormant stages in the liver give rise to multiple clinical attacks unless treated with an 8-aminoquinoline drug. The conspicuous dominance of P. falciparum across most of malaria-endemic Africa has historically obscured other malarias in national policies. The literature reviewed here expands a prior systematic examination of the evidence of P. vivax transmission in Africa. Analysis of the relative proportions of infections due to P. vivax in relation to overall malaria prevalence suggests an increased P. vivax ratio in areas of relatively low transmission. In addition, while studies demonstrate a protective effect of Duffy-negativity against the risk of P. vivax infection, this highly prevalent African blood group does not always prevent that infection altogether. As the burden of P. falciparum declines with conventional control success, transmission of the other malarias may become more obvious and important as major hurdles for elimination. Acknowledging and identifying the reservoirs enabling transmission of P. vivax begins to enable effective countermeasures to be devised and deployed.

Published
2019

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