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Wang Z, Zhang Y, Wu J, Zhang Q. Global, regional and country-specific burden of patella, tibia or fibula, or ankle fractures and its prediction to 2035: findings from global burden of disease study 2019. BMC Public Health 2024; 24:3162. [PMID: 39543488 PMCID: PMC11562104 DOI: 10.1186/s12889-024-20675-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 11/08/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND Bone fractures are a global public health issue and a major source of significant illness and financial hardship. However, to date, there is limited research on patella, tibia or fibula, or ankle fractures (FPTFA) disease burden. METHODS Using the framework of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019, we conducted temporal trends of disease burden, effects of sex and socio-demographic index (SDI) on age standardized prevalence rate (ASPR) and age-period-cohort model. Machine learning models were built to predict the ASPR of FPTFA in 2035. RESULTS In 1990 and 2019, the top three of all fractures with the highest ASPR was FPTFA. Globally, in 2019, there were 13529.45 million (95%UI: 11811.02, 15642.25), 9198.67 million (95%UI: 8518.9, 10009.91) and 77.54 million (95%UI: 34.09, 149.9) prevalent cases of fracture attributable to fall, transport injury and mechanical external force, respectively. The number of fracture prevalence and years lived with disability (YLDs), and ASPR were higher in males than in females. From 1990 to 2019, most of GBD regions showed a downward trend in average annual percent change (AAPC) of ASPR attributable to transport injuries, High-income Asia Pacific had the highest decline (AAPC= -1.81%, 95%CI: -1.89% to -1.74%). However, an upward trend in East Asia was observed (AAPC = 1.60%, 95%CI: 1.48-1.73%). With increasing SDI, the ASPR for FPTFA attributed to the fall and mechanical external force slowly increased and then turned downward, especially in high-income and high-SDI countries. The longitudinal age curve suggested that the attributed rate was increased for the three sites of lower limb fractures. The best predictive models for FPTFA caused by falls, transport injuries and mechanical external force were autoregressive integrated moving average model (ARIMA) (0,2,1), ARIMA (2,0,1) and ARIMA (0,2,2), with R2 of 0.96, 0.78 and 0.94, respectively. By 2035, ASPR for the fall-related FPTFA will continue to rise rapidly, whereas the ASPR of the transport injury-related FPTFA will gradually decrease. CONCLUSION FPTFA attributed to the falls is the dominant type and the burden and trends of the fall-related FPTFA are substantial. Fall prevention and access to treatment are crucial for reducing FPTFA burden.
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Affiliation(s)
- Zhujun Wang
- Department of Orthopaedics, Wuhan Fourth Hospital, Qiaokou, Wuhan, 430000, China
| | - Yue Zhang
- Department of Epidemiology, School of Public Health, Key Laboratory of Coal Environmental Pathogenicity and Prevention, Shanxi Medical University, Ministry Education, Taiyuan, 030001, China
- Key Laboratory of Precision nutrition and health of Ministry of Education, Harbin Medical University, Herbin, 150000, China
| | - Jinyi Wu
- Department of Public Health, Wuhan Fourth Hospital, Qiaokou, Wuhan, 430000, China.
- School of Public Health, Fudan university, Xuhui, Shanghai, 200023, China.
| | - Qingsong Zhang
- Department of Sports Medicine, Wuhan Fourth Hospital, 473 Hanzheng Rd, Qiaokou, Wuhan, 430000, China.
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Wang Z, Zhang J, Yang Y, Cao M, Ma J, Li S, Shao H, Du Z. Current status, trends, and predictions in the burden of coal worker's pneumoconiosis in 204 countries and territories from 1990 to 2019. Heliyon 2024; 10:e37940. [PMID: 39381106 PMCID: PMC11456843 DOI: 10.1016/j.heliyon.2024.e37940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/06/2024] [Accepted: 09/13/2024] [Indexed: 10/10/2024] Open
Abstract
Coal worker's pneumoconiosis (CWP), a pulmonary condition resulting from prolonged exposure to coal mining environments, not only leads to a high prevalence of morbidity and mortality among miners but also incurs substantial economic burdens and diminishes the labor force within society. In light of evolving trends in the global coal industry, the ramifications of CWP are anticipated to manifest in new patterns and variations. This study seeks to comprehensively assess the present landscape, trend dynamics, and future projections of the global CWP burden from 1990 to 2019. The objective is to provide a scientific framework for nations to develop and enhance pertinent policies and preventative strategies, thereby promoting the health and occupational safety of coal miners.
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Affiliation(s)
- Zhuofeng Wang
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
| | - Jiaqi Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, 130000, Changchun, Jilin Province, PR China
| | - Yong Yang
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
| | - Mao Cao
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
| | - Jiazi Ma
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
| | - Shumin Li
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
| | - Hua Shao
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
| | - Zhongjun Du
- Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, 250062, Jinan, Shandong Province, PR China
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Liang D, Wang L, Liu S, Li S, Zhou X, Xiao Y, Zhong P, Chen Y, Wang C, Xu S, Su J, Luo Z, Ke C, Lai Y. Global Incidence of Diarrheal Diseases-An Update Using an Interpretable Predictive Model Based on XGBoost and SHAP: A Systematic Analysis. Nutrients 2024; 16:3217. [PMID: 39339819 PMCID: PMC11434730 DOI: 10.3390/nu16183217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/09/2024] [Accepted: 09/21/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Diarrheal disease remains a significant public health issue, particularly affecting young children and older adults. Despite efforts to control and prevent these diseases, their incidence continues to be a global concern. Understanding the trends in diarrhea incidence and the factors influencing these trends is crucial for developing effective public health strategies. OBJECTIVE This study aimed to explore the temporal trends in diarrhea incidence and associated factors from 1990 to 2019 and to project the incidence for the period 2020-2040 at global, regional, and national levels. We aimed to identify key factors influencing these trends to inform future prevention and control strategies. METHODS The eXtreme Gradient Boosting (XGBoost) model was used to predict the incidence from 2020 to 2040 based on demographic, meteorological, water sanitation, and sanitation and hygiene indicators. SHapley Additive exPlanations (SHAP) value was performed to explain the impact of variables in the model on the incidence. Estimated annual percentage change (EAPC) was calculated to assess the temporal trends of age-standardized incidence rates (ASIRs) from 1990 to 2019 and from 2020 to 2040. RESULTS Globally, both incident cases and ASIRs of diarrhea increased between 2010 and 2019. The incident cases are expected to rise from 2020 to 2040, while the ASIRs and incidence rates are predicted to slightly decrease. During the observed (1990-2019) and predicted (2020-2040) periods, adults aged 60 years and above exhibited an upward trend in incidence rate as age increased, while children aged < 5 years consistently had the highest incident cases. The SHAP framework was applied to explain the model predictions. We identified several risk factors associated with an increased incidence of diarrhea, including age over 60 years, yearly precipitation exceeding 3000 mm, temperature above 20 °C for both maximum and minimum values, and vapor pressure deficit over 1500 Pa. A decreased incidence rate was associated with relative humidity over 60%, wind speed over 4 m/s, and populations with above 80% using safely managed drinking water services and over 40% using safely managed sanitation services. CONCLUSIONS Diarrheal diseases are still serious public health concerns, with predicted increases in the incident cases despite decreasing ASIRs globally. Children aged < 5 years remain highly susceptible to diarrheal diseases, yet the incidence rate in the older adults aged 60 plus years still warrants additional attention. Additionally, more targeted efforts to improve access to safe drinking water and sanitation services are crucial for reducing the incidence of diarrheal diseases globally.
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Affiliation(s)
- Dan Liang
- Department of Immunology and Microbiology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China; (D.L.); (S.L.); (X.Z.); (P.Z.); (Y.C.)
| | - Li Wang
- Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou 510275, China;
| | - Shuang Liu
- Department of Immunology and Microbiology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China; (D.L.); (S.L.); (X.Z.); (P.Z.); (Y.C.)
| | - Shanglin Li
- Department of Microbiology and Immunology, Basic Medicine College, Jinan University, Guangzhou 510632, China;
| | - Xing Zhou
- Department of Immunology and Microbiology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China; (D.L.); (S.L.); (X.Z.); (P.Z.); (Y.C.)
| | - Yun Xiao
- School of Public Health, Southern Medical University, Guangzhou 510515, China;
| | - Panpan Zhong
- Department of Immunology and Microbiology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China; (D.L.); (S.L.); (X.Z.); (P.Z.); (Y.C.)
| | - Yanxi Chen
- Department of Immunology and Microbiology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China; (D.L.); (S.L.); (X.Z.); (P.Z.); (Y.C.)
| | - Changyi Wang
- Department of Cardiovascular and Cerebrovascular and Diabetes Prevention and Treatment, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen 518000, China; (C.W.); (S.X.)
| | - Shan Xu
- Department of Cardiovascular and Cerebrovascular and Diabetes Prevention and Treatment, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen 518000, China; (C.W.); (S.X.)
| | - Juan Su
- Guangdong Provincial Key Laboratory for Emergency Detection and Research on Pathogen of Emerging Infectious Disease, Guangdong Provincial Center for Disease Control and Prevention, Guangdong Workstation for Emerging Infectious Disease Control and Prevention, Guangzhou 511430, China;
| | - Zhen Luo
- Department of Immunology and Microbiology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China; (D.L.); (S.L.); (X.Z.); (P.Z.); (Y.C.)
| | - Changwen Ke
- Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou 510275, China;
- School of Public Health, Southern Medical University, Guangzhou 510515, China;
- Guangdong Provincial Key Laboratory for Emergency Detection and Research on Pathogen of Emerging Infectious Disease, Guangdong Provincial Center for Disease Control and Prevention, Guangdong Workstation for Emerging Infectious Disease Control and Prevention, Guangzhou 511430, China;
| | - Yingsi Lai
- Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou 510275, China;
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Sánchez J, Caraballo D, Amaya D. Evaluation of Guideline Line-Care Approach to the Treatment of Chronic Inducible Urticaria. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2024; 12:2166-2172. [PMID: 38761861 DOI: 10.1016/j.jaip.2024.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 05/07/2024] [Accepted: 05/08/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Chronic inducible urticaria (CIndU) management often follows chronic spontaneous urticaria (CSU) guidelines, but a step-by-step evaluation of their effectiveness in CIndU is lacking. OBJECTIVE To assess the clinical impact of adapting CSU international guidelines for CIndU management. METHODS We conducted a prospective cohort study involving patients diagnosed with CIndU based on challenge tests and a Urticaria Control Test (UCT) score of ≤11 points. Following the guidelines, a stepwise approach was used: avoidance measures, antihistamines, omalizumab, and cyclosporine. Treatment steps were added based on individual response, with control defined as UCT ≥12 points. Pharmacological steps were evaluated for at least 1 month, with the next step initiated in case of a UCT score ≤11 points. RESULTS We enrolled 194 patients with CIndU. Of them, 134 patients had CIndU with concomitant CSU and 60 had CIndU only. Following the step-by-step approach outlined in the guidelines, a total of 159 (81.9%) patients reach a UCT ≥12 points, with avoidance measures 23 (11.8%) patients, antihistamines 84 (43.2%), omalizumab 35 (18%), and cyclosporine 17 (8.7%). CONCLUSIONS This study supports the use of a stepwise approach based on CSU guidelines for CIndU management. However, a significant proportion of patients, particularly those with CIndU only, did not achieve adequate control. This highlights the heterogeneity within CIndU and the need for further research to develop new therapies for patients with CIndU who remain uncontrolled.
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Affiliation(s)
- Jorge Sánchez
- Group of Experimental and Clinical Allergy, Hospital "Alma Mater de Antioquia," University of Antioquia, Medellín, Colombia.
| | - Domingo Caraballo
- Group of Experimental and Clinical Allergy, Hospital "Alma Mater de Antioquia," University of Antioquia, Medellín, Colombia
| | - Daniel Amaya
- Group of Experimental and Clinical Allergy, Hospital "Alma Mater de Antioquia," University of Antioquia, Medellín, Colombia
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Nguyen HTG, Le HLH, Nguyen HV, Le HM, Vu HL, Inaoka PT, Tetsuo O, Ly QT, Espinoza JL. Exploring Blood Cell Count-Derived Ratios as Practical Diagnostic Tools for Scabies in Vulnerable Populations. J Pers Med 2024; 14:373. [PMID: 38673000 PMCID: PMC11050978 DOI: 10.3390/jpm14040373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/15/2024] [Accepted: 03/28/2024] [Indexed: 04/28/2024] Open
Abstract
Scabies is a neglected tropical disease and represents a considerable global burden. Although consensus diagnostic criteria for scabies have been recently published, diagnosing scabies infestation remains challenging in clinical practice. We investigated the diagnostic utility of complete blood cell count (CBC) and CBC-derived ratios obtained at diagnosis in a set of 167 patients who are Vietnamese with confirmed scabies. These parameters were compared with those of patients with dermatophytosis (N = 800) and urticaria (N = 2023), two diseases frequent in Vietnam, which can present with similar skin manifestations to scabies and tend to pose a diagnostic challenge in vulnerable populations. Our analysis revealed that white blood cell, monocyte, and eosinophil counts were significantly higher among patients with scabies than the other two diseases. Similarly, the monocyte-to-lymphocyte ratio (MLR) and eosinophil-to-lymphocyte ratio (ELR) were significantly higher among patients with scabies. The optimal cut-off values to distinguish scabies from dermatophytosis and urticaria were 0.094 for ELR (sensitivity: 74.85%, specificity: 70.7%) and 0.295 for MLR (sensitivity: 52.69%, specificity: 73.54%). CBC, ELR, and MLR are low-cost and easily calculated parameters that may be helpful for the diagnosis of scabies.
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Affiliation(s)
- Hoang Thao Giang Nguyen
- Faculty of Health Sciences, Kanazawa University, Kanazawa 920-0942, Ishikawa, Japan; (H.T.G.N.); (P.T.I.)
| | - Ha Long Hai Le
- Department of Biochemistry, Hematology and Immunology, National Hospital of Dermatology and Venereology, Hanoi 100000, Vietnam
- Faculty of Medical Technology, Hanoi Medical University, Hanoi 116001, Vietnam;
| | - Hoang Viet Nguyen
- Faculty of Medical Technology, Hanoi Medical University, Hanoi 116001, Vietnam;
| | - Huyen My Le
- Department of Biochemistry, Hematology and Immunology, National Hospital of Dermatology and Venereology, Hanoi 100000, Vietnam
| | - Huy Luong Vu
- Department of Laser and Skin Care, National Hospital of Dermatology and Venereology, Hanoi 116001, Vietnam
| | - Pleiades T. Inaoka
- Faculty of Health Sciences, Kanazawa University, Kanazawa 920-0942, Ishikawa, Japan; (H.T.G.N.); (P.T.I.)
| | - Ota Tetsuo
- Faculty of Health Sciences, Kanazawa University, Kanazawa 920-0942, Ishikawa, Japan; (H.T.G.N.); (P.T.I.)
| | - Quoc Trung Ly
- Soctrang Hospital for Women and Children, Soc Trang 950000, Vietnam;
| | - J. Luis Espinoza
- Faculty of Health Sciences, Kanazawa University, Kanazawa 920-0942, Ishikawa, Japan; (H.T.G.N.); (P.T.I.)
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Kong Q, Xu X, Li M, Meng X, Zhao C, Yang X. Global, Regional, and National Burden of Myocarditis in 204 Countries and Territories From 1990 to 2019: Updated Systematic Analysis. JMIR Public Health Surveill 2024; 10:e46635. [PMID: 38206659 PMCID: PMC10811576 DOI: 10.2196/46635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 09/04/2023] [Accepted: 12/10/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Myocarditis is characterized by high disability and mortality, and imposes a severe burden on population health globally. However, the latest global magnitude and secular trend of myocarditis burden have not been reported. OBJECTIVE This study aimed to delineate the epidemiological characteristics of myocarditis burden globally for optimizing targeted prevention and research. METHODS Based on the Global Burden of Disease Study 2019, the myocarditis burden from 1990 to 2019 was modeled using the Cause of Death Ensemble tool, DisMod-MR, and spatiotemporal Gaussian regression. We depicted the epidemiology and trends of myocarditis by sex, age, year, region, and sociodemographic index (SDI). R program version 4.2.1 (R Project for Statistical Computing) was applied for all statistical analyses, and a 2-sided P-value of <.05 was considered statistically significant. RESULTS The number of incident cases (1,268,000) and deaths (32,450) associated with myocarditis in 2019 increased by over 1.6 times compared with the values in 1990 globally. On the other hand, the age-standardized incidence rate (ASIR) and age-standardized mortality rate (ASMR) decreased slightly from 1990 to 2019. The disability-adjusted life years (DALYs) decreased slightly in the past 3 decades, while the age-standardized DALY rate (ASDR) decreased greatly from 18.29 per 100,000 person-years in 1990 to 12.81 per 100,000 person-years in 2019. High SDI regions always showed a more significant ASIR. The ASIR slightly decreased in all SDI regions between 1990 and 2019. Middle SDI regions had the highest ASMR and ASDR in 2019. Low SDI regions had the lowest ASMR and ASDR in 2019. The age-standardized rates (ASRs) of myocarditis were higher among males than among females from 1990 to 2019 globally. All ASRs among both sexes had a downward trend, except for the ASMR among males, which showed a stable trend, and females had a more significant decrease in the ASDR than males. Senior citizens had high incident cases and deaths among both sexes in 2019. The peak numbers of DALYs for both sexes were noted in the under 1 age group in 2019. At the national level, the estimated annual percentage changes in the ASRs had significant negative correlations with the baseline ASRs in 1990. CONCLUSIONS Globally, the number of incident cases and deaths associated with myocarditis have increased significantly. On the other hand, the ASRs of myocarditis showed decreasing trends from 1990 to 2019. Males consistently showed higher ASRs of myocarditis than females from 1990 to 2019 globally. Senior citizens gradually predominated in terms of myocarditis burden. Policymakers should establish targeted control strategies based on gender, region, age, and SDI; strengthen aging-related health research; and take notice of the changes in the epidemic characteristics of myocarditis.
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Affiliation(s)
- Qingyu Kong
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Xue Xu
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Meng Li
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Xiao Meng
- Department of Cardiology, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Cuifen Zhao
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Xiaorong Yang
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
- Clinical Research Center of Shandong University, Qilu Hospital, Cheeloo College of Medicine, Jinan, China
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