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1.
Sci Rep ; 14(1): 8688, 2024 04 15.
Article in English | MEDLINE | ID: mdl-38622232

ABSTRACT

This study aimed to investigate the estimated burden attributed to lead exposure (LE), at the national and subnational levels from 1990 to 2019 in Iran. The burden attributed to LE was determined through the estimation of deaths, disability-adjusted life years (DALYs), years of life lost (YLLs) and years lived with disability (YLDs) using the comparative risk assessment method of Global Burden of Disease (GBD) study presenting as age-standardized per 100,000 person year (PY) with 95% uncertainty intervals (95% UI). Furthermore, the burden of each disease were recorded independently. Eventually, the age-standardized YLLs, DALYs, deaths and YLDs rates attributed to LE demonstrated a decrease of 50.7%, 48.9%, 38.0%, and 36.4%, respectively, from 1990 to 2019. The most important causes of LE burden are divided into two acute and chronic categories: acute, mainly causes mental disorders (DALYs rate of 36.0 in 2019), and chronic, results in cardiovascular diseases (CVDs) (DALYs rate of 391.8) and chronic kidney diseases (CKDs) (DALYs rate of 26.6), with CVDs bearing the most significant burden. At the sub-national level, a decrease in burden was evident in most provinces; moreover, low and low-middle SDI provinces born the highest burden. The burden increased mainly by ageing and was higher in males than females. It was concluded that although the overall decrease in the burden; still it is high, especially in low and low-middle SDI provinces, in advanced ages and in males. Among IDID, CKDs and CVDs that are the most important causes of LE-attributed burden in Iran; CVDs bear the highest burden.


Subject(s)
Life Expectancy , Unionidae , Male , Female , Animals , Humans , Global Burden of Disease , Quality-Adjusted Life Years , Lead , Iran/epidemiology , Global Health , Risk Factors
2.
Clin Kidney J ; 17(1): sfad279, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38288035

ABSTRACT

Background: The study aimed to estimate the attributable burden to kidney dysfunction as a metabolic risk factor in the North Africa and Middle East (NAME) region and its 21 countries in 1990-2019. Methods: The data used in this study were obtained from the Global Burden of Diseases (GBD) 2019 study, which provided estimated measures of deaths, disability-adjusted life years (DALYs), and other epidemiological indicators of burden. To provide a better insight into the differences in the level of social, cultural, and economic factors, the Socio-Demographic Index (SDI) was used. Results: In the NAME region in 2019, the number of deaths attributed to kidney dysfunction was 296 632 (95% uncertainty interval: 249 965-343 962), which was about 2.5 times higher than in the year 1990. Afghanistan, Egypt, and Saudi Arabia had the highest, and Kuwait, Turkey, and Iran (Islamic Republic of) had the lowest age-standardized rate of DALYs attributed to kidney dysfunction in the region in 2019. Kidney dysfunction was accounted as a risk factor for ischemic heart disease, chronic kidney disease, stroke, and peripheral artery disease with 150 471, 111 812, 34 068, and 281 attributable deaths, respectively, in 2019 in the region. In 2019, both low-SDI and high-SDI countries in the region experienced higher burdens associated with kidney dysfunction compared to other countries. Conclusions: Kidney dysfunction increases the risk of cardiovascular diseases burden and accounted for more deaths attributable to cardiovascular diseases than chronic kidney disease in the region in 2019. Hence, policymakers in the NAME region should prioritize kidney disease prevention and control, recognizing that neglecting its impact on other diseases is a key limitation in its management.

3.
Int J Qual Health Care ; 36(1)2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38183265

ABSTRACT

Kidney cancer (KC) is a prevalent cancer worldwide. The incidence and mortality rates of KC have risen in recent decades. The quality of care provided to KC patients is a concern for public health. Considering the importance of KC, in this study, we aim to assess the burden of the disease, gender and age disparities globally, regionally, and nationally to evaluate the quality and inequities of KC care. The 2019 Global Burden of Disease study provides data on the burden of the KC. The secondary indices, including mortality-to-incidence ratio, disability-adjusted life years -to-prevalence ratio, prevalence-to-incidence ratio, and years of life lost-to-years lived with disability ratio, were utilized. These four newly merged indices were converted to the quality-of-care index (QCI) as a summary measure using principal component analysis. QCI ranged between 0 and 100, and higher amounts of QCI indicate higher quality of care. Gender disparity ratio was calculated by dividing QCI for females by males to show gender inequity. The global age-standardized incidence and mortality rates of KC increased by 29.1% (95% uncertainty interval 18.7-40.7) and 11.6% (4.6-20.0) between 1990 and 2019, respectively. Globally, the QCI score for KC increased by 14.6% during 30 years, from 71.3 to 81.6. From 1990 to 2019, the QCI score has increased in all socio-demographic index (SDI) quintiles. By 2019, the highest QCI score was in regions with a high SDI (93.0), and the lowest was in low SDI quintiles (38.2). Based on the World Health Organization regions, the QCI score was highest in the region of America, with Canada having the highest score (99.6) and the lowest in the African Region, where the Central African Republic scored the lowest (17.2). In 1990, the gender disparity ratio was 0.98, and in 2019, it was 0.97 showing an almost similar QCI score for females and males. Although the quality of care for KC has improved from 1990 to 2019, there is a significant gap between nations and different socioeconomic levels. This study provides clinicians and health authorities with a global perspective on the quality of care for KC and identifies the existing disparities.


Subject(s)
Disabled Persons , Kidney Neoplasms , Male , Female , Humans , Global Burden of Disease , Prevalence , Incidence , Global Health , Quality-Adjusted Life Years
4.
J Diabetes Metab Disord ; 22(2): 1657-1671, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37975103

ABSTRACT

Purpose: Chronic Kidney Disease (CKD) has become the 8th leading cause of death in Iran in 2017, 5 steps up from 1990. This is important as hypertension, diabetes, and chronic glomerulonephritis along with exposure to toxins or heavy metals are the main risk factors for the disease. Despite its heavy burden, there are limited studies on the incidence and prevalence of the disease in the Iranian adult population. The present article studies the burden of CKD at the national level in 2019, and its trend over the past three decades. Methods: In 2019, the Global Burden of Disease (GBD) study provided an annual estimation of the burden of 369 diseases and injuries in 204 countries from 1990 until 2019. The data estimating CKD and related mortality in Iran were collected from the disease registry, survey, and scientific literature. All-ages and age-standardised indices of incidence, prevalence, deaths, years lived with disability, years of life lost, and disability-adjusted life years (DALYs) were extracted for both sexes. Results: Since 1990, the age-standardized incidence (34.7% (95% uncertainty interval 30.8 - 38.8)) and prevalence (19.6% (17.7 - 21.8)) of CKD have risen, while a 21.5% (-28.8 - -15.4) and 18.0% (-35.4 - -10.8) decrease were noted in age-standardized DALYs and deaths rates, respectively. The lowest prevalence was reported in the eastern and western provinces. Conclusion: Current study provides comprehensive knowledge about the CKD burden, suggesting the Iranian healthcare system has been more effective in averting deaths rather than managing morbidities. Multi-sectoral action plans are needed to strengthen preventive and early detection programs in high-risk areas. Supplementary Information: The online version contains supplementary material available at 10.1007/s40200-023-01298-y.

5.
J Diabetes Metab Disord ; 22(2): 1645-1655, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37975131

ABSTRACT

Purpose: Describing the trends of metabolic risk factors (MRFs) in the elderly population. Methods: We used modeled data from previous comprehensive systematic reviews for MRFs among adults aged ≥ 60 years. Two stages of age-specific Spatio-temporal modeling and Gaussian process regression were used to estimate the mean of MRFs. We used crosswalk modeling to estimate the prevalence of elevated and raised Total cholesterol (TC), overweight/obesity and obesity, hypertension, and diabetes. Estimates were analyzed based on combinations of sex, age, year, and province from 1990 to 2016. Results: Comparing prevalence estimates from 2016 with those of 1990, in the elderly population, the age-standardized prevalence of overweight/obesity, obesity, diabetes, and hypertension increased, conversely, the prevalence of hypercholesteremia decreased. The prevalence of hypertension increased about 141.5% and 129.9% in men and women respectively. The age-standardized prevalence of diabetes increased about 109.5% in females, and 116.0% in males. Prevalence of elevated TC at the national level decreased to 67.4% (64.1-70.4) in women and to 51.1% (47.5-54.8) in men. These findings were almost shown across provinces. In general, the northern and western provinces had the highest prevalence of overweight/obesity in women in 2016. Conclusion: The rising prevalence of most MRFs, as well as the greater prevalence and mean of all MRFs in women, necessitate effective public health policies to reduce the burden of non-communicable diseases and run preventive programs. Supplementary Information: The online version contains supplementary material available at 10.1007/s40200-023-01297-z.

6.
PLoS One ; 18(11): e0287917, 2023.
Article in English | MEDLINE | ID: mdl-38033110

ABSTRACT

BACKGROUND: Hematologic malignancies have a great essential role in cancer global burden. Leukemia which two major subtypes based on the onset, is one of the common subtypes of this malignancy. METHOD: For the GBD 2019 study, cancer registry data and vital registration system were used to estimate leukemia mortality. The Meta-Regression-Bayesian Regularized Trimmed (MR-BRT), Cause of Death Ensemble model (CODEm) and Spatiotemporal Gaussian Process Regression (ST-GPR) were used to model our data and estimate each quantity of interest. Mortality to incidence ratios (MIR) were used to generate incidence and survival from mortality rate. Prevalence and survival were used to generate years lived with disability (YLDs). Age-specific mortality and life expectancy at the same age were used to estimate years of life lost (YLLs). The sum of YLLs and YLDs generates DALYs. RESULTS: The total national incidence of leukemia increased from 6092 (UI 95%: 3803-8507) in 1990 to 6767 (4646-7890) new cases in 2019. However, leukemia age-standardized incidence ratio(ASIR) decreased from 11.6 (8-14.8) to 8.9 (6.2-10.3) new cases per 100,000 in this exact period. At the national level, deaths from leukemia increased 1.5-fold between 1990 and 2019, from 3287 (2284-4201) to 4424 (3137-5030), whereas the age-standardized death rate(ASDR) decreased from 8.3 (6.1-9.8) in 1990 to 6 (4.3-6.8) per 100,000 in 2019. In the study period, total leukemia DALYs decreased 12.2% and reached 162850 (110681-188806), in 2019. The age-standardized DALYs decreased 36.7% from 324.3 (224.8-413.4) in 1990 to 205.3 (140.3-237.8) in 2019. ASDR, DALYs, YLLs, and YLDs rate to high BMI was increasing while smoking and occupational exposure to benzene and formaldehyde were decreasing in the study period. CONCLUSION: This study provided a better understanding of leukemia burden and to reduce controversies of leukemia across Iran. The leukemia status alteration of the country, is trackable.


Subject(s)
Leukemia , Neoplasms , Humans , Global Burden of Disease , Quality-Adjusted Life Years , Bayes Theorem , Life Expectancy , Risk Factors , Neoplasms/epidemiology , Leukemia/epidemiology , Global Health
7.
PLoS One ; 18(10): e0292348, 2023.
Article in English | MEDLINE | ID: mdl-37788249

ABSTRACT

BACKGROUND: The aim of this study was to examine the quality of care by age and gender in oesophageal cancer using Global Burden of Disease (GBD) database. METHODS: Patients aged 20 and over with oesophageal cancer were included in this longitudinal study using GBD 1990-2019 data. We used the Socio-Demographic Index (SDI) to classify the regions. We used Principal Component Analysis (PCA) method to calculate the Quality of Care Index (QCI). The QCI was rescaled into a 0-100 single index, demonstrating that the higher the score, the better the QC. RESULTS: The age-standardized QCI for oesophageal cancer dramatically increased from 23.5 in 1990 to 41.1 in 2019 for both sexes, globally. The high SDI regions showed higher QCI than the rest of the regions (45.1 in 1990 and 65.7 in 2019) whereas the low SDI regions had the lowest QCI, which showed a 4.5% decrease through the years (from 13.3 in 1990 to 12.7 in 2019). Globally, in 2019, the QCI showed the highest scores for patients aged 80-84, reported 48.2, and the lowest score for patients aged 25-29 reported 31.5, for both sexes. Globally, in 2019, age-standardized Gender Disparity Ratio (GDR) was 1.2, showing higher QCI in females than males. CONCLUSION: There were fundamental differences in the QCI both globally and regionally between different age groups as well as between males and females. To achieve the goal of providing high-quality services equally to people in need in all over the world, health systems need to invest in effective diagnostic services, treatments, facilities, and equipment and to plan for screening and surveillance of high-risk individuals.


Subject(s)
Esophageal Neoplasms , Global Burden of Disease , Male , Female , Humans , Adult , Longitudinal Studies , Esophageal Neoplasms/epidemiology , Esophageal Neoplasms/therapy , Quality of Health Care , Socioeconomic Factors , Global Health , Quality-Adjusted Life Years , Incidence
8.
J Am Heart Assoc ; 12(16): e029375, 2023 08 15.
Article in English | MEDLINE | ID: mdl-37555373

ABSTRACT

Background Particulate matter (PM) pollution is a significant risk factor for cardiovascular diseases, causing substantial disease burden and deaths worldwide. This study aimed to investigate the global burden of cardiovascular diseases attributed to PM from 1990 to 2019. Methods and Results We used the GBD (Global Burden of Disease) study 2019 to investigate disability-adjusted life-years (DALYs), years of life lost (YLLs), years lived with disability (YLDs), and deaths attributed to PM as well as its subgroups. It was shown that all burden measures' age-standardized rates for PM were in the same decreasing trend, with the highest decline recorded for deaths (-36.7%). However, the all-age DALYs increased by 31%, reaching 8.9 million in 2019, to which YLLs contributed the most (8.2 million [95% uncertainty interval, 7.3 million-9.2 million]). Men had higher deaths, DALYs, and YLLs despite lower years lived with disability in 2019 compared with women. There was an 8.1% increase in the age-standardized rate of DALYs for ambient PM; however, household air pollution from solid fuels decreased by 65.4% in the assessed period. Although higher in men, the low and high sociodemographic index regions had the highest and lowest attributed YLLs/YLDs ratio for PM pollution in 2019, respectively. Conclusions Although the total age-standardized rate of DALYs for PM-attributed cardiovascular diseases diminished from 1990 to 2019, the global burden of PM on cardiovascular diseases has increased. The differences between men and women and between regions have clinical and policy implications in global health planning toward more exact funding and resource allocation, in addition to addressing inequity in health care access.


Subject(s)
Cardiovascular Diseases , Global Burden of Disease , Male , Humans , Female , Life Expectancy , Quality-Adjusted Life Years , Particulate Matter/adverse effects , Cardiovascular Diseases/epidemiology , Risk Factors , Global Health
9.
EClinicalMedicine ; 60: 102022, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37287869

ABSTRACT

Background: The objective of this study is to investigate the trends of exposure and burden attributable to the four main metabolic risk factors, including high systolic blood pressure (SBP), high fasting plasma glucose (FPG), high body-mass index (BMI), and high low-density lipoproteins cholesterol (LDL) in North Africa and the Middle East from 1990 to 2019. Methods: The data were retrieved from Global Burden of Disease Study 2019. Summary exposure value (SEV) was used for risk factor exposure. Burden attributable to each risk factor was incorporated in the population attributable fraction to estimate the total attributable deaths and disability-adjusted life-years (DALYs). Findings: While age-standardized death rate (ASDR) attributable to high-LDL and high-SBP decreased by 26.5% (18.6-35.2) and 23.4% (15.9-31.5) over 1990-2019, respectively, high-BMI with 5.1% (-9.0-25.9) and high-FPG with 21.4% (7.0-37.4) change, grew in ASDR. Moreover, age-standardized DALY rate attributed to high-LDL and high-SBP declined by 30.2% (20.9-39.0) and 25.2% (16.8-33.9), respectively. The attributable age-standardized DALY rate of high-BMI with 8.3% (-6.5-28.8) and high-FPG with 27.0% (14.3-40.8) increase, had a growing trend. Age-standardized SEVs of high-FPG, high-BMI, high-SBP, and high-LDL increased by 92.4% (82.8-103.3), 76.0% (58.9-99.3), 10.4% (3.8-18.0), and 5.5% (4.3-7.1), respectively. Interpretation: The burden attributed to high-SBP and high-LDL decreased during the 1990-2019 period in the region, while the attributable burden of high-FPG and high-BMI increased. Alarmingly, exposure to all four risk factors increased in the past three decades. There has been significant heterogeneity among the countries in the region regarding the trends of exposure and attributable burden. Urgent action is required at the individual, community, and national levels in terms of introducing effective strategies for prevention and treatment that account for local and socioeconomic factors. Funding: Bill & Melinda Gates Foundation.

10.
Front Public Health ; 11: 1149719, 2023.
Article in English | MEDLINE | ID: mdl-37325329

ABSTRACT

Introduction: Metabolic risk factors (MRFs) predispose populations to a variety of chronic diseases with a huge burden globally. With the increasing burden of these risk factors in Iran, in this study, we aimed to report the estimated burden attributed to MRFs at national and subnational scales in Iran, from 1990 to 2019. Methods: Based on the comparative risk assessment method of the Global Burden of Disease (GBD) Study 2019, data of deaths and disability-adjusted life years (DALYs) attributable to four top MRFs in Iran including high systolic blood pressure (SBP), high fasting plasma glucose (FPG), high body mass index (BMI), and high low-density lipoprotein (LDL) for the 1990-2019 period, were extracted. The socio-demographic index (SDI) was used to report the data based on the corresponding socio-economic stratifications. The results were reported in national and subnational 31 provinces of Iran to discover disparities regarding the attributable burden to MRFs. Furthermore, we reported the causes of diseases to which the attributable burden to MRFs was related. Results: Overall, the age-standardized high LDL, high SBP, high BMI, and high FPG-attributed death rate changed by -45.1, -35.6, +2.8, and +19.9% from 1990 to 2019, respectively. High SBP was the leading risk factor regarding attributed age-standardized death rates reaching 157.8 (95% uncertainty interval: 135.3-179.1) and DALY rates reaching 2973.4 (2652.2-3280.2) per 100,000 person-years, in 2019. All rates increased with aging, and men had higher rates except for the +70 years age group. At the subnational level, provinces in the middle SDI quintile had the highest death and DALY rates regarding all four MRFs. Total deaths, DALYs, YLLs and YLDs number by the causes of diseases linked to MRFs increased over the study period. Cardiovascular diseases, diabetes mellitus, and kidney diseases were the main causes of burden of disease attributable to MRFs. Conclusion: Herein, we found divergent patterns regarding the burden of MRFs as well as disparities in different regions, sex, and age groups for each risk factor and related causes. This could provide policymakers with a clearer vision toward more appropriate decision-making and resource allocation to prevent the burden of MRFs in Iran.


Subject(s)
Global Burden of Disease , Life Expectancy , Male , Humans , Iran/epidemiology , Quality-Adjusted Life Years , Risk Factors
11.
Int J Soc Psychiatry ; 69(8): 1958-1970, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37353952

ABSTRACT

BACKGROUND: Bipolar disorders (BD) are significant debilitating mental problems. Here, we introduced a novel index as a representative of the quality of care delivered to BD patients worldwide. METHODS: The Global Burden of Disease (GBD) 2019 study was the primary data source on BD, including prevalence, incidence, and years lived with disability (YLDs). Secondary indices were created and transformed into a single component that accounted for most of the variation, using the Principal Component Analysis (PCA) method. This component, reported on a scale of 0 to 100, was presented as the quality of care index (QCI). The QCI was estimated in different age groups and areas within a 30-year time frame. Gender disparity ratio (GDR), as the female-to-male ratio of the QCI, was reported. RESULTS: The Global QCI slightly increased from 50.4 in 1990 to 53.1 in 2019. The GDR value was 0.95 in 2019. The high-middle SDI quintile had the highest QCI estimate of 63.0, and the lowest QCI value of 36.9 was regarding the low SDI quintile. Western-Pacific Region and South-East Asia had the highest and lowest QCI among WHO regions, with estimates of 70.7 and 31.2, respectively. The age group of 20 to 24 years old patients reported the lowest QCI estimate of 30.2, and the highest QCI of 59.8 was regarding 40 to 44 years old patients. CONCLUSION: The QCI in BD had only a subtle increase from 1990 to 2019 and is in need of further improvement. Inequalities between different regions and age groups are considerable and require proper attention.


Subject(s)
Bipolar Disorder , Global Burden of Disease , Humans , Male , Female , Young Adult , Adult , Bipolar Disorder/epidemiology , Bipolar Disorder/therapy , Prevalence , Incidence , Quality of Health Care , Global Health
12.
Osteoporos Int ; 34(9): 1577-1589, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37217657

ABSTRACT

Due to the high prevalence of low bone mineral density in North Africa and Middle East region, estimating its attributable burden would help to a better understanding of this neglected condition for policymakers and health researchers. This study presented the number of attributable deaths has doubled from 1990 to 2019. PURPOSE: This study provides the latest estimates of the burden of low bone mineral density (BMD) from 1990 to 2019 in North Africa and Middle East (NAME) region. METHODS: The data were extracted from the global burden of disease (GBD) 2019 study to estimate epidemiological indices such as deaths, disability-adjusted life years (DALYs), and summary exposure value (SEV). SEV is a measure of the exposure of the population to a risk factor that considers the amount of exposure by the level of risk. RESULTS: Our findings showed that in 1990-2019, the number of deaths and DALYs attributable to low BMD had almost doubled in the region and caused 20,371 (95% uncertainty intervals: 14,848-24,374) deaths and 805,959 (630,238-959,581) DALYs in 2019. However, DALYs and death rates showed a decreasing trend after age standardization. Saudi Arabia had the highest, and Lebanon had the lowest age-standardized DALYs rates in 2019, with rates of 434.2 (329.6-534.3) and 90.3 (70.6-112.1) per 100,000, respectively. The highest burden attributable to low BMD was in the 90-94 and over 95 age groups. Also, there was a decreasing trend in age-standardized SEV to low BMD for both sexes. CONCLUSION: Despite the decreasing trend of age-standardized burden indices, considerable amounts of deaths and DALYs were attributable to low BMD, especially in the elderly population, in the region in 2019. As the positive effects of proper interventions will be detectable in the long term, robust strategies and comprehensive stable policies are the ultimate solutions to achieving desired goals.


Subject(s)
Bone Diseases, Metabolic , Global Burden of Disease , Male , Female , Humans , Aged , Quality-Adjusted Life Years , Risk Factors , Africa, Northern/epidemiology , Lebanon , Global Health
13.
BMC Pediatr ; 23(1): 113, 2023 03 08.
Article in English | MEDLINE | ID: mdl-36890483

ABSTRACT

INTRODUCTION: Despite the significant burden of childhood and adolescent cancers, no specific studies recently discussed the burden of cancer in this group in the North Africa and the Middle East (NAME) region. Therefore, we aimed to study the burden of cancers in this group in this region. MATERIALS AND METHODS: We retrieved the Global Burden of Disease (GBD) data for children and adolescent cancers (0-19 years old) in the NAME region from 1990 to 2019. 21 types of neoplasms were grouped as "neoplasms", comprising 19 specific cancer groups as well as "other malignant neoplasms" and "other neoplasms". Three significant parameters of incidence, deaths, and Disability-Adjusted Life Years (DALYs) were studied. The data are presented with 95% uncertainty intervals (UI), and reported rates per 100,000. RESULTS: In 2019, almost 6 million (95% UI: 4.166 M-8.405 M) new cases and 11,560(9770-13,578) deaths due to neoplasms occurred in the NAME region. Incidence was higher in females (3.4 M), while deaths (6226 of overall 11,560) and DALYs (501,118 of overall 933,885) were estimated as higher in males. Incidence rates did not significantly change since 1990, while deaths and DALYs rates declined significantly. After excluding "other malignant neoplasms" and "other neoplasms", leukemia was responsible for the highest number of incidence and deaths (incidence: 10,629(8237-13,081), deaths: 4053(3135-5013), followed by brain and central nervous system cancers (incidence: 5897(4192-7134), deaths: 2446(1761-2960)), and non-Hodgkin lymphoma (incidence: 2741 (2237-3392), deaths: 790(645-962)). Incidence rates of neoplasms were similar for most countries, but countries varied more in terms of death rates. Afghanistan 8.9(6.5-11.9), Sudan 6.4(4.5-8.6), and the Syrian Arab Republic 5.6(4.3-8.3) had the highest overall death rates. CONCLUSION: The NAME region is observing relatively constant incidence rates and a decreasing pattern in the deaths and DALYs. Despite this success, several countries are lagging behind in development. Different issues such as economic problems, armed conflicts and political instabilities, lack of equipment or experienced staff or poor distribution, stigmatization and disbelief in the healthcare systems account for unfavorable numbers in some countries. Such problems require urgent solutions as new sophisticated and personalized cares raise the alarm for even more inequalities between high and low-income countries.


Subject(s)
Central Nervous System Neoplasms , Global Burden of Disease , Male , Child , Female , Humans , Adolescent , Infant, Newborn , Infant , Child, Preschool , Young Adult , Adult , Quality-Adjusted Life Years , Middle East/epidemiology , Incidence , Africa, Northern/epidemiology , Global Health , Risk Factors
14.
ArXiv ; 2023 Feb 20.
Article in English | MEDLINE | ID: mdl-36866224

ABSTRACT

Recent advances in neuroscience and psychology show that the brain has access to timelines of both the past and the future. Spiking across populations of neurons in many regions of the mammalian brain maintains a robust temporal memory, a neural timeline of the recent past. Behavioral results demonstrate that people can estimate an extended temporal model of the future, suggesting that the neural timeline of the past could extend through the present into the future. This paper presents a mathematical framework for learning and expressing relationships between events in continuous time. We assume that the brain has access to a temporal memory in the form of the real Laplace transform of the recent past. Hebbian associations with a diversity of synaptic time scales are formed between the past and the present that record the temporal relationships between events. Knowing the temporal relationships between the past and the present allows one to predict relationships between the present and the future, thus constructing an extended temporal prediction for the future. Both memory for the past and the predicted future are represented as the real Laplace transform, expressed as the firing rate over populations of neurons indexed by different rate constants s. The diversity of synaptic timescales allows for a temporal record over the much larger time scale of trial history. In this framework, temporal credit assignment can be assessed via a Laplace temporal difference. The Laplace temporal difference compares the future that actually follows a stimulus to the future predicted just before the stimulus was observed. This computational framework makes a number of specific neurophysiological predictions and, taken together, could provide the basis for a future iteration of RL that incorporates temporal memory as a fundamental building block.

15.
Respir Res ; 24(1): 74, 2023 Mar 11.
Article in English | MEDLINE | ID: mdl-36906596

ABSTRACT

INTRODUCTION: Data on the distribution of the burden of diseases is vital for policymakers for the appropriate allocation of resources. In this study, we report the geographical and time trends of chronic respiratory diseases (CRDs) in Iran from 1990 to 2019 based on the Global burden of the Disease (GBD) study 2019. METHODS: Data were extracted from the GBD 2019 study to report the burden of CRDs through disability-adjusted life years (DALYs), mortality, incidence, prevalence, Years of Life lost (YLL), and Years Lost to Disability (YLD). Moreover, we reported the burden attributed to the risk factors with evidence of causation at national and subnational levels. We also performed a decomposition analysis to determine the roots of incidence changes. All data were measured as counts and age-standardized rates (ASR) divided by sex and age group. RESULTS: In 2019, the ASR of deaths, incidence, prevalence, and DALYs attributed to CRDs in Iran were 26.9 (23.2 to 29.1), 932.1 (799.7 to 1091.5), 5155.4 (4567.2 to 5859.6) and 587,911 (521,418 to 661,392) respectively. All burden measures were higher in males than females, but in older age groups, CRDs were more incident in females than males. While all crude numbers increased, all ASRs except for YLDs decreased over the studied period. Population growth was the main contributor to the changes in incidence at a national and subnational levels. The ASR of mortality in the province (Kerman) with the highest death rate (58.54 (29.42 to 68.73) was four times more than the province (Tehran) with the lowest death rate (14.52 (11.94 to 17.64)). The risk factors which imposed the most DALYs were smoking (216 (189.9 to 240.8)), ambient particulate matter pollution (117.9 (88.1 to 149.4)), and high body mass index (BMI) (57 (36.3 to 81.8)). Smoking was also the main risk factor in all provinces. CONCLUSION: Despite the overall decrease in ASR of burden measures, the crude counts are rising. Moreover, the ASIR of all CRDs except asthma is increasing. This suggests that the overall incidence of CRDs will continue to grow in the future, which calls for immediate action to reduce exposure to the known risk factors. Therefore, expanded national plans by policymakers are essential to prevent the economic and human burden of CRDs.


Subject(s)
Asthma , Respiration Disorders , Male , Female , Humans , Aged , Iran , Quality-Adjusted Life Years , Risk Factors , Asthma/epidemiology , Global Health
16.
J Gastroenterol Hepatol ; 38(1): 119-128, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36287036

ABSTRACT

BACKGROUND AND AIM: Cirrhosis and other chronic liver diseases are complex disorders with a known burden. Currently health systems have different approaches to dealing with this issue. The objective of this study is to describe the burden attributed to and quality of care for cirrhosis and other chronic liver diseases. METHODS: Data of cirrhosis and other chronic liver diseases extracted from Global-Burden-of-Diseases 2019. Four indicators, including mortality to incidence ratio, prevalence to incidence ratio, disability-adjusted-life-years (DALYs) to prevalence ratio, and years-of-life-lost (YLLs) to years-lived-with-disability (YLDs) ratio, were defined and combined by the principal-components-analysis to construct the Quality-of-Care-Index (QCI). RESULTS: The global QCI of cirrhosis increased from 71.0 in 1990 to 79.3 in 2019. The QCI showed a favorable situation in higher SDI countries compared with lower SDI countries, with a QCI of 86.8 in high SDI countries and 60.1 in low SDI countries. The highest QCI was found in Western Pacific Region (90.2), and the lowest was for African Region (60.4). Highest QCI belonged to the 50-54 age group (99.5), and the lowest was for the 30.34 age group (70.9). Among underlying causes of cirrhosis, the highest QCI belonged to alcohol use, followed by hepatitis C and NAFLD with QCIs of 86.1, 85.3, and 81.1. CONCLUSIONS: There was a considerable variation in the QCI of cirrhosis and other chronic liver diseases. Countries with low QCI, mainly located in developing regions, need organized action to control the burden of cirrhosis and its underlying causes and improve their quality of care.


Subject(s)
Global Burden of Disease , Hepatitis C , Humans , Quality-Adjusted Life Years , Liver Cirrhosis/epidemiology , Liver Cirrhosis/therapy , Prevalence , Incidence , Global Health
17.
J Cancer Res Clin Oncol ; 149(8): 4149-4161, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36048271

ABSTRACT

PURPOSE: Regional and national data on leukemia's burden provide a better comprehension of leukemia's trends and are vital for policy-makers for better allocation of the resources. This study reports the burden of leukemia, and the attributed burden to its risk factors in 21 countries and territories of the North Africa and Middle East. METHODS: Data from cancer registration, scientific literature, survey, and reports were the input to estimate the burden of leukemia. In addition, the burden of attributable risk factors with evidence of causation with leukemia was calculated using the comparative risk assessment framework. All measures are reported as counts and rates divided by sex and specific age groups. RESULTS: In 2019, there were 39,297 (95% uncertainty interval: 32,617-45,056) incident cases of leukemia with an age-standardized rate (ASR) of 7.8 (6.5-8.8) per 100,000 in the region. There were also 25,143 (21,109-28,826) deaths and 1,011,555 (822,537-1,173,621) DALYs attributed to Leukemia with an ASR of 5.4 (4.6-6.1) per 100,000 and 183.4 (150.7-211.2) per 100,000, respectively. Years of life lost (YLLs) (179.4 [147.2-206.7]) were accountable for the major part of DALYs. All count measures increased, while all the ASRs decreased during 1990-2019. The Syrian Arab Republic, Qatar, and Afghanistan had the highest ASR incidence, mortality, and DALYs rate in 2019. Incidence, DALYs, and prevalence rates were higher in males of all age groups except under five, and the highest rates were observed in +75 age group. Four major risk factors for leukemia were smoking, high body mass index, occupational exposure to benzene, and formaldehyde. CONCLUSION: Despite the reduction in age-standardized rates of incidence and mortality, the burden of leukemia has increased steadily, due to population growth and aging. Notable variations exist between age-standardized rates in region's countries.


Subject(s)
Global Burden of Disease , Leukemia , Male , Humans , Risk Factors , Africa, Northern/epidemiology , Middle East/epidemiology , Leukemia/epidemiology
18.
Front Public Health ; 10: 1015902, 2022.
Article in English | MEDLINE | ID: mdl-36304241

ABSTRACT

Objectives: Updating burden data of chronic kidney disease (CKD) as one of the most prevalent non-communicable diseases is essential for proper provision of healthcare by policymakers. We aimed to estimate the burden of CKD and its attributed burden in North Africa and Middle East region (NAME) during 1990-2019. Methods: The CKD-related Global Burden of Disease (GBD) 2019 estimates were extracted from Health Metrics and Evaluation (IHME) website. Results: In 2019, 2,034,879 new CKD cases (95% Uncertainty interval 1,875,830 to 2,202,724) with an age-standardized incidence rate of 447.5 (415.1 to 482.8) per 100,000 was reported, showing a 70.9% increase in the past 30 years. CKD led to 111,812 deaths (96,421 to 130,853) with an age-standardized rate of 30.4 (26.3 to 35.4) per 100,000. The highest increase and decrease in the mortality rate were estimated in Morocco 21.8% (-8.9 to 51.6) and Kuwait -41.5% (-51.2 to -29.1). In 2019, CKD was responsible for 744.4 (646.1 to 851.8) age-standardized disability-adjusted life years (DALYs), mostly contributed to "other and unspecified causes" [237.2 (191.1 to 288.4)], type 2 diabetes [205.9 (162.4 to 253.6)], and hypertension [203.3 (165.8 to 243)]. An increase was noted in DALYs from ages 25-29 and surged with an accelerating pattern by age. Kidney dysfunction, high systolic blood pressure, and high body mass index ranked as the top three risk factors for the disorder. Conclusions: Our study raised an alarm regarding the increasing CKD burden in NAME. There is an urgency to deal with hypertension and overweight/obesity at the primary care level, implementing CKD screening for at-risk groups, and facilitating the accessibility to appropriate treatments.


Subject(s)
Diabetes Mellitus, Type 2 , Hypertension , Renal Insufficiency, Chronic , Humans , Adult , Global Burden of Disease , Quality-Adjusted Life Years , Renal Insufficiency, Chronic/epidemiology , Middle East/epidemiology , Africa, Northern/epidemiology , Hypertension/epidemiology
19.
Environ Health ; 21(1): 105, 2022 10 29.
Article in English | MEDLINE | ID: mdl-36309664

ABSTRACT

BACKGROUND: Lead exposure (LE) and its attributable deaths and disability-adjusted life years (DALYs) have declined in the recent decade; however, it remains one of the leading public health concerns, particularly in regions with low socio-demographic index (SDI) such as the North Africa and Middle East (NAME) region. Hence, we aimed to describe the attributable burden of the LE in this region. METHODS: Data on deaths, DALYs, years of life lost (YLLs), and years lived with disability (YLDs) attributable to LE in the NAME region and its 21 countries from 1990 to 2019 were extracted from the Global Burden of Disease (GBD) 2019 study. RESULTS: In 2019, the age-standardized death and DALY rates attributable to LE were 23.4 (95% uncertainty interval: 15.1 to 33.3) and 489.3 (320.5 to 669.6) per 100,000 in the region, respectively, both of which were higher among men than women. The overall age-standardized death and DALY rates showed 27.7% and 36.8% decreases, respectively, between 1990 and 2019. In this period, Bahrain, the United Arab Emirates, and Turkey had the highest decreases in the age-standardized death and DALY rates, while Afghanistan, Egypt, and Yemen had the lowest ones. Countries within high SDI quintile had lower attributable burden to LE compared with the low SDI quintile. Cardiovascular diseases and chronic kidney diseases accounted for the 414.2 (258.6 to 580.6) and 28.7 (17.7 to 41.7) LE attributable DALYs per 100,000 in 2019, respectively. The attributable YLDs was 46.4 (20.7 to 82.1) per 100,000 in 2019, which shows a 25.7% reduction (-30.8 to -22.5%) over 1990-2019. CONCLUSIONS: The overall LE and its attributed burden by cause have decreased in the region from 1990-2019. Nevertheless, the application of cost-effective and long-term programs for decreasing LE and its consequences in NAME is needed.


Subject(s)
Global Burden of Disease , Life Expectancy , Male , Female , Humans , Quality-Adjusted Life Years , Lead , Africa, Northern/epidemiology , Turkey , Global Health , Risk Factors
20.
Respir Res ; 23(1): 268, 2022 Sep 29.
Article in English | MEDLINE | ID: mdl-36175873

ABSTRACT

BACKGROUND: North Africa and Middle East (NAME) has an increasing burden of chronic respiratory diseases (CRDs); however, a systematic understanding of the distribution and trends is not available. We aimed to report the trends of CRDs and attributable risk factors in this region between 1990 and 2019. METHODS: Using data from the Global Burden of Diseases Study (GBD) 2019, cause specific mortality served as the basis for estimating incidence and disability-adjusted life years (DALYs). The burden attributable to risk factors was calculated by a comparative risk assessment and contribution of population ageing and growth was determined by decomposition analysis. RESULTS: The number of deaths due to CRD in 2019 were 128,513 (110,781 to 114,351). In 2019, the age-standardized incidence rate (ASIR) of CRDs was 1052.8 (924.3 to 1209.4) per 100,000 population and had a 10.3% increase and the age-standardized death rate (ASDR) was 36.1 (30.9 to 40.3) with a 32.9% decrease compared to 1990. In 2019, United Arab Emirates had the highest ASIR (1412.7 [1237.3 to 1622.2]) and Afghanistan had the highest ASDR (67.8 [52.0 to 81.3]). CRDs were responsible for 2.91% of total DALYs in 2019 (1.69% due to chronic obstructive pulmonary disease [COPD] and 1.02% due to asthma). With regard to the components of DALYs, the age-standardized rate of years of life lost (YLL) had a - 39.0% (- 47.1 to - 30.3) decrease; while the age-standardized rate of years lived with disability (YLD) had a 13.4% (9.5 to 17.7) increase. Of total ASDRs of CRDs, 31.6% were attributable to smoking and 14.4% to ambient particulate matter pollution. CONCLUSION: CRDs remain a leading cause of death and disability in NAME, with growth in absolute numbers. COPD and asthma were the most common CRDs and smoking was the leading risk factor especially in men. More attention is needed in order to reduce CRDs' burden through appropriate interventions and policies.


Subject(s)
Asthma , Pulmonary Disease, Chronic Obstructive , Respiration Disorders , Asthma/diagnosis , Asthma/epidemiology , Global Burden of Disease , Global Health , Humans , Male , Particulate Matter , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/epidemiology , Quality-Adjusted Life Years , Risk Factors
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