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27 pages, 2349 KB  
Article
Reframing Place Identity for Traditional Village Conservation: A Theoretical Model with Evidence from Dali Dong Village
by Yihan Wang, Mohd Khairul Azhar Mat Sulaiman and Nor Zalina Harun
Heritage 2025, 8(10), 427; https://doi.org/10.3390/heritage8100427 - 9 Oct 2025
Abstract
Rapid socio-spatial change in China’s traditional villages threatens living heritage and weakens locally grounded identity. This paper theorizes place identity as a dynamic, embodied and performative ecology and examines it in Dali Dong Village across four dimensions, emotional attachment, symbolic meaning, continuity and [...] Read more.
Rapid socio-spatial change in China’s traditional villages threatens living heritage and weakens locally grounded identity. This paper theorizes place identity as a dynamic, embodied and performative ecology and examines it in Dali Dong Village across four dimensions, emotional attachment, symbolic meaning, continuity and behavioural commitment, using a triangulated qualitative design that integrates interviews, spatial observation and visual ethnography. Findings show that identity is enacted around ritual architectures and everyday settings, particularly the Drum Tower, Flower Bridge, and Sa altar. Emotional attachment and symbolic meaning are expressed consistently across sources, whereas continuity and behavioural commitment are uneven, shaped by ritual fatigue (compressed rehearsal windows), symbolic commodification under tourism, and selective continuity in intergenerational transmission. These mechanisms identify where the identity fabric is most fragile and where intervention leverage lies. Conceptually, the study relocates place identity from cognition-centred, urban models to ritualized rural lifeworlds. Practically, it offers a portable framework for community-anchored stewardship that can be adapted to similar settlements and aligned with policy aims for safeguarding living heritage. Full article
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16 pages, 1725 KB  
Article
Trends in the Burden of Headache Disorders in Europe, 1990–2021: A Systematic Analysis from the Global Burden of Disease Study 2021
by Terry Jung, Yoonkyung Chang, Moon-Kyung Shin, Sohee Wang, Seyedehmahla Hosseini, Joonho Kim, Min Kyung Chu and Tae-Jin Song
J. Clin. Med. 2025, 14(19), 6966; https://doi.org/10.3390/jcm14196966 - 1 Oct 2025
Viewed by 312
Abstract
Background/Objectives: Headache disorders, including migraine and tension-type headache (TTH), are among the most prevalent and disabling neurological conditions globally. This study aimed to evaluate temporal changes, demographic disparities, and socio-geographic variation in the burden of headache disorders across European countries. Methods: We analyzed [...] Read more.
Background/Objectives: Headache disorders, including migraine and tension-type headache (TTH), are among the most prevalent and disabling neurological conditions globally. This study aimed to evaluate temporal changes, demographic disparities, and socio-geographic variation in the burden of headache disorders across European countries. Methods: We analyzed data from the Global Burden of Disease Study 2021, covering 45 European countries grouped into Western, Central, and Eastern regions. We examined age-standardized prevalence, incidence, and disability-adjusted life year (DALY) rates for headache disorders between 1990 and 2021. Analyses were stratified by sex, age group, region, and country-level socio-demographic index (SDI). All estimates were reported with 95 percent uncertainty intervals where relevant. Spearman correlation was used to assess associations between disease burden and SDI. Results: Between 1990 and 2021, the number of individuals with headache disorders in Europe rose from 345.0 to 370.6 million, although age-standardized prevalence remained stable. The burden of migraine slightly increased, with age-standardized DALY rates rising from 648.35 to 657.27 per 100,000 population. Conversely, TTH showed a minor decline in both prevalence and DALY rates. Women and individuals aged 30 to 44 years consistently exhibited the highest burden, particularly for migraine. Higher SDI scores were positively correlated with DALY rates for migraine (rho = 0.392, p = 0.008) but negatively correlated for TTH (rho = −0.466, p = 0.001). Conclusions: Headache disorders continue to pose a major and largely unmitigated health burden across Europe. Regionally targeted strategies are essential to reduce disability and improve outcomes across diverse European populations. Full article
(This article belongs to the Section Clinical Neurology)
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30 pages, 851 KB  
Article
Cancer Burden Attributable to Potentially Modifiable Risk Factors in Australia
by Tenaw Tiruye, Bereket Duko, Laychiluh Mekonnen, Paul Ward, Trang H. H. D. Nguyen, Stephanie Byrne, David Roder and Kerri Beckmann
Cancers 2025, 17(19), 3101; https://doi.org/10.3390/cancers17193101 - 23 Sep 2025
Viewed by 370
Abstract
Understanding the relative contribution of modifiable risk factors to cancer morbidity and mortality is crucial for designing effective cancer prevention and control strategies. Our study estimated cancer-related deaths and disability-adjusted life years (DALYs) lost attributable to potentially modifiable risk factors in Australia using [...] Read more.
Understanding the relative contribution of modifiable risk factors to cancer morbidity and mortality is crucial for designing effective cancer prevention and control strategies. Our study estimated cancer-related deaths and disability-adjusted life years (DALYs) lost attributable to potentially modifiable risk factors in Australia using data from the Global Burden of Diseases 2021 study. In 2021, an estimated 20,409 cancer deaths (37.5%) and 431,575 cancer DALYs lost (37.9%) in Australia were attributable to potentially modifiable risk factors. Males had higher modifiable risk attributed to cancer death and DALY rates than females. Behavioral risks accounted for 25.0% of cancer deaths and 26.5% of DALYs. Metabolic risks and environmental/occupational risks accounted for 9.4% and 9.3% of deaths, respectively. Smoking remained the leading attributable risk factor, accounting for 12.2% cancer deaths and 13.1% DALYs lost. Dietary risks accounted for 40.0% of colorectal cancer deaths and DALYs lost. Cervical, larynx, liver, lung, and colorectal cancers had a high proportion of deaths and DALYs lost attributed to modifiable risks. Liver and nasopharyngeal cancers had the highest burden attributed to alcohol use (39.1% and 39.0%, respectively), while 21.3% liver cancer deaths were attributed to drug use. Strengthening public health interventions, such as multi-disciplinary approaches to promote a healthy lifestyle, is required. Full article
(This article belongs to the Special Issue Emerging Trends in Global Cancer Epidemiology: 2nd Edition)
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24 pages, 1287 KB  
Review
State of the Art on Vaccine Development Against Dengue Infection: Scoping Review of the Literature
by Davide Marangoni, Anna Barbiero, Michele Spinicci, Alessandro Bartoloni, Andrea Rossanese, Paolo Bonanni and Lorenzo Zammarchi
Infect. Dis. Rep. 2025, 17(5), 117; https://doi.org/10.3390/idr17050117 - 17 Sep 2025
Viewed by 1078
Abstract
Background: Dengue virus infection is a significant challenge for global health, with 100 million symptomatic cases, 2.3 million DALYs and 20,000 deaths annually. Dengue vaccines must provide long-lasting immunity against all four virus serotypes, especially in dengue-naïve individuals, in order to avoid the [...] Read more.
Background: Dengue virus infection is a significant challenge for global health, with 100 million symptomatic cases, 2.3 million DALYs and 20,000 deaths annually. Dengue vaccines must provide long-lasting immunity against all four virus serotypes, especially in dengue-naïve individuals, in order to avoid the severe manifestations of secondary infections. Methods: This scoping review summarizes current evidence on licensed dengue vaccines and vaccine candidates, focusing on immunogenicity, efficacy, and safety outcomes. To identify relevant trials, in October 2023 we queried ClinicalTrials.gov using the search term “dengue vaccines” to identify past and present vaccine candidates; the search was repeated in February 2025. Vaccines were categorized into licensed (CYD-TDV and TAK-003), late-stage (TV003/TV005), and early-stage candidates (TDEN, DPIV, V180, TVDV). Results: CYD-TDV (Dengvaxia®) showed moderate efficacy in large trials, with higher efficacy in seropositive than in seronegative individuals. Following commercialization, an increased hospitalization risk was discovered in the latter group. Due to these findings and impossibility of screening for prior exposure in endemic settings newer vaccines are now preferred and CYD-TDV production has recently been discontinued due to declining demand. TAK-003 (Qdenga®) demonstrated high efficacy against virologically confirmed dengue (VCD) and dengue-related hospitalization. This vaccine was generally well tolerated and is currently recommended by scientific societies and national authorities for travelers and by WHO for routine use in adults and children in endemic settings. TV003 and TV005, developed by NIAID, showed strong immunogenicity and efficacy in phase II trials and human challenge models. Preliminary results show that a single-dose of TV003 has an efficacy of 79.6% in seronegatives and 89.2% in seropositives against VCD at a 2-year follow-up. Both formulations elicited tetravalent responses with an acceptable safety profile. Other vaccine strategies, including TDEN (live-attenuated), DPIV (purified inactivated), V180 (subunit), and TVDV (DNA-based) are still in early-phase development and suffer from waning antibody titers and limited efficacy in naïve subjects. Conclusions: The development of a safe and effective vaccine remains complex due to immunologic challenges. Currently, TAK-003 is regarded as the best option for broad implementation, while TV003 and TV005 remain promising candidates due to their shorter schedule and robust immunogenicity. Further research is needed to optimize vaccine strategies in seronegative populations, immunocompromised subjects, older adults, and travelers. Full article
(This article belongs to the Section Immunology and Vaccines)
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20 pages, 3208 KB  
Article
Analysis of Neurophysiological Correlates of Mental Fatigue in Both Monotonous and Demanding Driving Conditions
by Francesca Dello Iacono, Luca Guinti, Marianna Cecchetti, Andrea Giorgi, Dario Rossi, Vincenzo Ronca, Alessia Vozzi, Rossella Capotorto, Fabio Babiloni, Pietro Aricò, Gianluca Borghini, Marteyn Van Gasteren, Javier Melus, Manuel Picardi and Gianluca Di Flumeri
Brain Sci. 2025, 15(9), 1001; https://doi.org/10.3390/brainsci15091001 - 16 Sep 2025
Viewed by 520
Abstract
Background/Objectives: Mental fatigue during driving, whether passive (arising from monotony) or active (caused by cognitive overload), is a critical factor for road safety. Despite the growing interest in monitoring techniques based on neurophysiological signals, current biomarkers are primarily validated only for detecting [...] Read more.
Background/Objectives: Mental fatigue during driving, whether passive (arising from monotony) or active (caused by cognitive overload), is a critical factor for road safety. Despite the growing interest in monitoring techniques based on neurophysiological signals, current biomarkers are primarily validated only for detecting passive mental fatigue under monotonous conditions. The objective of this study is to evaluate the sensitivity of the MDrow index, which is based on EEG Alpha band activity, previously validated for detecting passive mental fatigue, with respect to active mental fatigue, i.e., the mental fatigue occurring in cognitively demanding driving scenarios. Methods: A simulated experimental protocol was developed featuring three driving scenarios with increasing complexity: monotonous, urban, and urban with dual tasks. Nineteen participants took part in the experiment, during which electroencephalogram (EEG), photoplethysmogram (PPG), and electrodermal activity (EDA) data were collected in addition to subjective assessments, namely the Karolinska Sleepiness Scale (KSS) and the Driving Activity Load Index (DALI) questionnaires. Results:The findings indicate that MDrow shows sensitivity to both passive and active mental fatigue (p < 0.001), thereby demonstrating stability even in the presence of additional cognitive demands. Furthermore, Heart Rate (HR) and Heart Rate Variability (HRV) increased significantly during the execution of more complex tasks, thereby suggesting a heightened response to mental workload in comparison to mental fatigue alone. Conversely, electrodermal measures evidenced no sensitivity to mental fatigue-related changes. Conclusions: These findings confirm the MDrow index’s validity as an objective and continuous marker of mental fatigue, even under cognitively demanding conditions. Full article
(This article belongs to the Section Cognitive, Social and Affective Neuroscience)
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32 pages, 1872 KB  
Article
Integrating Environmental and Nutritional Health Impacts Using Disability-Adjusted Life Years: Study Using the Ajinomoto Group Nutrient Profiling System Toward Healthy and Sustainable Japanese Dishes
by Genta Sugiyama, Akito Onoda, Sachi Nii, Chie Furuta, Keiji Nakamura and Norihiro Itsubo
Sustainability 2025, 17(17), 7977; https://doi.org/10.3390/su17177977 - 4 Sep 2025
Viewed by 898
Abstract
This study integrates the health impacts of environmental burdens and dietary intake using disability-adjusted life years (DALYs) to inform a healthier, more sustainable Japanese diet. Climate change, air pollution, ozone depletion, photochemical oxidants, and water consumption were quantified with Life cycle Impact assessment [...] Read more.
This study integrates the health impacts of environmental burdens and dietary intake using disability-adjusted life years (DALYs) to inform a healthier, more sustainable Japanese diet. Climate change, air pollution, ozone depletion, photochemical oxidants, and water consumption were quantified with Life cycle Impact assessment Method based on Endpoint modeling (LIME), while eleven dietary risks were converted to DALYs using dietary risk factors. Recipes collected online on a per-serving basis were classified into staple, main, side, and soup dishes and stratified into quartiles based on a nutrient profiling system (NPS) tailored to Japanese well-consumed dishes—the Ajinomoto Group NPS (ANPS) for dishes. ANPS—a culturally adapted NPS emphasizing protein, vegetables, sodium, and saturated fatty acids—was regressed against total DALYs to test whether higher ANPS scores correspond to lower combined health impacts of environment and diet. The analysis identified dish groups and high-scoring quartiles that minimized environmental and nutrition-related DALYs, revealing practical dish combinations that balance reduced sodium and red meat with increased vegetables, seafood, and nuts. These findings demonstrate the utility of coupling nutrient profiling with life cycle assessment (LCA) and provide a scientific basis for dietary guidelines that jointly advance human and planetary health within the emerging nutritional LCA framework. Full article
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18 pages, 4800 KB  
Article
Global Fibrosis Burden and a Transcriptional Biomarker-Based Strategy for Early Detection in Resource-Limited Settings
by Qinqin Deng, Longjiang Wu, Chenlu Zhang and Mei Dang
Biomolecules 2025, 15(9), 1273; https://doi.org/10.3390/biom15091273 - 3 Sep 2025
Viewed by 685
Abstract
Fibrotic diseases contribute to nearly half of all deaths in industrialized countries, yet effective early detection strategies remain lacking, particularly in low-resource settings. This study aimed to quantify the global burden of fibrosis-related diseases using updated global burden of disease (GBD) 2021 data [...] Read more.
Fibrotic diseases contribute to nearly half of all deaths in industrialized countries, yet effective early detection strategies remain lacking, particularly in low-resource settings. This study aimed to quantify the global burden of fibrosis-related diseases using updated global burden of disease (GBD) 2021 data across 204 countries and territories and establish a cost-effective diagnostic approach targeting vestigial-like family member 3 (VGLL3), a fibrosis-associated transcriptional co-regulator. Our analysis revealed that from 1990 to 2021, fibrosis-related disability-adjusted life years (DALYs) and mortality increased by 16.71% and 4.83%, respectively, with neoplasms and chronic obstructive pulmonary disease (COPD) being the main contributors. We also found a growing burden disproportionately concentrated in low socio-demographic index (SDI) regions. To address the diagnostic gap, we developed a novel immunoassay targeting VGLL3, an intrinsically disordered transcriptional co-regulator implicated in early fibrotic remodeling. The assay demonstrated a detection range of 27.01–2512.36 nM and a limit of detection of 12.55 nM. Immunohistochemical validation in a mouse myocardial infarction model confirmed the antibody’s specificity in fibrotic tissues. This work highlights widening global health disparities in fibrosis burden and introduces a cost-effective, scalable diagnostic strategy for early fibrosis detection, particularly suitable for resource-limited settings. Full article
(This article belongs to the Section Molecular Medicine)
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20 pages, 4190 KB  
Article
DALYs-Based Health Risk Assessment and Key Influencing Factors of PM2.5-Bound Metals in Typical Pollution Areas of Northern China
by Ting Zhao, Kai Qu, Fenghua Ma, Yuhan Liang, Ziquan Wang, Jieyu Liu, Hao Liang, Min Wei, Houfeng Liu and Pingping Wang
Toxics 2025, 13(9), 722; https://doi.org/10.3390/toxics13090722 - 28 Aug 2025
Viewed by 521
Abstract
The health risks of PM2.5-bound metals highlight the need for burden assessment, metal prioritization, and key factor analysis to support effective air quality management, yet relevant studies remain limited. Shandong Province is one of the most polluted regions in northern China, [...] Read more.
The health risks of PM2.5-bound metals highlight the need for burden assessment, metal prioritization, and key factor analysis to support effective air quality management, yet relevant studies remain limited. Shandong Province is one of the most polluted regions in northern China, providing an ideal setting for this investigation. We monitored 17 PM2.5-bound metals for three years across Shandong, China and performed disease burden assessment based on disability-adjusted life years (DALYs). Furthermore, key influencing factors contributing to high-hazard metals were identified through explainable machine learning. The results showed that PM2.5-bound metal concentrations were generally higher in inland areas than in coastal regions, with Ni concentrations elevated in coastal areas. K, Ca, Zn, and Mn exhibited the highest three-year average concentrations among the metals, while Cr averaged 6.12 ng/m3, significantly exceeding the recommended annual limit of 0.025 ng/m3 set by Chinese Ambient Air Quality Standards. Jinan carried the greatest burden at 4.67 DALYs per 1000 people, followed by Zibo (3.78), Weifang (2.98), and Rizhao (2.80). CKD, interstitial pneumonia, and chronic respiratory diseases account for the highest DALYs from PM2.5-bound metals in Shandong Province. Industrial emissions are the largest contributors to the disease burden (>34%), with Cr, Cd, and Pb as the primary contributing metals requiring priority control. Fractional vegetation cover was identified as the key factor contributing to the reduction in their concentrations. These results underscore that prioritizing the regulation of industrial combustion, particularly concerning Cr, Cd, and Pb, and enhancing fractional vegetation cover could reduce disease burden and provide public health benefits. Full article
(This article belongs to the Section Air Pollution and Health)
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15 pages, 2877 KB  
Article
Revealing New Trends in the Global Burden of Hepatocellular Cancer Related to Hepatitis C Virus by Region, Sociodemographic Index, and Sex
by Lynette Sequeira, Xiaohan Ying, Nazli Begum Ozturk, Deirdre Reidy, Arun B. Jesudian and Ahmet Gurakar
J. Clin. Med. 2025, 14(17), 6006; https://doi.org/10.3390/jcm14176006 - 25 Aug 2025
Viewed by 963
Abstract
Background/Objectives: Hepatocellular carcinoma (HCC) remains a leading cause of global cancer mortality, with increasing incidence and persistently poor survival. Hepatitis C virus (HCV) is a major risk factor for HCC, and while the advent of direct-acting antivirals (DAAs) has significantly altered HCV-related [...] Read more.
Background/Objectives: Hepatocellular carcinoma (HCC) remains a leading cause of global cancer mortality, with increasing incidence and persistently poor survival. Hepatitis C virus (HCV) is a major risk factor for HCC, and while the advent of direct-acting antivirals (DAAs) has significantly altered HCV-related hepatocellular cancer (HCC-HCV) risk, the global burden remains substantial. With the World Health Organization (WHO) aiming to reduce hepatitis-related deaths by 2030, we set out to evaluate global HCC-HCV trends from 1990 to 2021, stratified by sex, WHO region, and sociodemographic index (SDI), using data from the Global Burden of Disease (GBD) 2021 study. Methods: We analyzed age-standardized incidence (ASI), deaths, and disability-adjusted life years (DALYs) due to HCV-HCC from 1990 to 2021 using GBD 2021 data. Trends were stratified by WHO region, sociodemographic index (SDI), and sex. Joinpoint regression modeling was used to identify statistically significant temporal inflection points and calculate the annual percent change (APC) in unique time segments and average annual percent change (AAPC) over the entire study period (1990 to 2021). Results: Globally, deaths and DALYs attributable to HCV-HCC increased over the study period while ASI declined modestly. The region of the Americas exhibited the highest AAPC in all three metrics, potentially driven by an aging HCV-infected population, rising comorbidities (e.g., obesity, diabetes), and improved case detection. Nevertheless, on a global level, high-SDI regions showed the most favorable trends, particularly after 2016, likely reflecting the earlier adoption of DAAs and a differential success of WHO goals. Lower-SDI regions continued to exhibit increasing burden. Notably, ASI began to rise again between 2019 and 2021, suggesting an ongoing need to critically evaluate and restructure our approach to reducing HCV and HCV-HCC. Conclusions: Our findings underscore the urgent need for equity-driven, region-specific strategies to achieve better control of this highly morbid disease. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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22 pages, 26993 KB  
Article
Global Epidemiology of Vector-Borne Parasitic Diseases: Burden, Trends, Disparities, and Forecasts (1990–2036)
by Cun-Chen Wang, Wei-Xian Zhang, Yong He, Jia-Hua Liu, Chang-Shan Ju, Qi-Long Wu, Fang-Hang He, Cheng-Sheng Peng, Mao Zhang and Sheng-Qun Deng
Pathogens 2025, 14(9), 844; https://doi.org/10.3390/pathogens14090844 - 25 Aug 2025
Viewed by 984
Abstract
Vector-borne parasitic diseases (VBPDs), including malaria, schistosomiasis, leishmaniasis, Chagas disease, African trypanosomiasis, lymphatic filariasis, and onchocerciasis, impose a significant global health burden. This study analyzes the global disease burden of VBPDs from 1990 to 2021 using Global Burden of Disease (GBD) 2021 data [...] Read more.
Vector-borne parasitic diseases (VBPDs), including malaria, schistosomiasis, leishmaniasis, Chagas disease, African trypanosomiasis, lymphatic filariasis, and onchocerciasis, impose a significant global health burden. This study analyzes the global disease burden of VBPDs from 1990 to 2021 using Global Burden of Disease (GBD) 2021 data and projects trends to 2036. Metrics include prevalence, deaths, disability-adjusted life years (DALYs), and age-standardized rates (ASRs) across regions, sexes, age groups, and Socio-demographic Index (SDI) levels. Key findings reveal persistent disparities: malaria dominated the burden (42% of cases, 96.5% of deaths), disproportionately affecting sub-Saharan Africa. Schistosomiasis ranked second in prevalence (36.5%). While African trypanosomiasis, Chagas disease, lymphatic filariasis, and onchocerciasis declined significantly, leishmaniasis showed rising prevalence (EAPC = 0.713). Low-SDI regions bore the highest burden, linked to environmental, socioeconomic, and healthcare access challenges. Males exhibited greater DALY burdens than females, attributed to occupational exposure. Age disparities were evident: children under five faced high malaria mortality and leishmaniasis DALY peaks, while older adults experienced complications from diseases like Chagas and schistosomiasis. ARIMA modeling forecasts divergent trends: lymphatic filariasis prevalence nears elimination by 2029, but leishmaniasis burden rises across all metrics. Despite overall progress, VBPDs remain critical public health threats, exacerbated by climate change, drug resistance, and uneven resource distribution. Targeted interventions are urgently needed, prioritizing vector control in endemic areas, enhanced surveillance for leishmaniasis, gender- and age-specific strategies, and optimized resource allocation in low-SDI regions. This analysis provides a foundation for evidence-based policy and precision public health efforts to achieve elimination targets and advance global health equity. Full article
(This article belongs to the Special Issue Biology, Epidemiology and Interactions of Parasitic Diseases)
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14 pages, 8373 KB  
Article
Machine-Learning-Based Multi-Site Corn Yield Prediction Integrating Agronomic and Meteorological Data
by Chenyu Ma, Zhilan Ye, Qingyan Zi and Chaorui Liu
Agronomy 2025, 15(8), 1978; https://doi.org/10.3390/agronomy15081978 - 16 Aug 2025
Viewed by 654
Abstract
Accurate maize yield forecasting under climate uncertainty remains a critical challenge for global food security, yet existing studies predominantly rely on single-model frameworks, limiting generalizability and actionable insights. This study selected three regions, specifically Dali, Lijiang, and Zhaotong, and collected data on 12 [...] Read more.
Accurate maize yield forecasting under climate uncertainty remains a critical challenge for global food security, yet existing studies predominantly rely on single-model frameworks, limiting generalizability and actionable insights. This study selected three regions, specifically Dali, Lijiang, and Zhaotong, and collected data on 12 agronomic traits of 114 varieties, along with eight sets of meteorological data, covering the period from 2019 to 2023. We employed three machine learning models: Random Forest (RF), Support Vector Machine (SVM), and XGBoost. The results revealed a strong correlation between yield and multiple agronomic traits, particularly grain weight per spike (GWPS) and hundred-kernel weight (HKW). Notably, the XGBoost model emerged as the top performer across all three regions. The model achieved the lowest RMSE (0.22–191.13) and a good R2 (0.98–0.99), demonstrating exceptional predictive accuracy for yield-related traits. The comparative analysis revealed that XGBoost exhibited superior accuracy and stability compared to RF and SVM. Through feature importance analysis, four critical determinants of yield were identified: GWPS, shelling percentage (SP), growth period (GP), and plant height (PH). Furthermore, partial dependence plots (PDPs) provided deeper insights into the nonlinear interactive effects between GWPS, SP, GP, PH, and yield, offering a more comprehensive understanding of their complex relationships. This study presents an innovative, data-driven methodology designed to accurately forecast corn yield across diverse locations. This approach offers valuable scientific insights that can significantly enhance precision agricultural practices by enabling the precise tailoring of fertilizer usage and irrigation strategies. The results highlight the importance of integrating agronomic and meteorological data in yield forecasting, paving the way for development of agricultural decision-support systems in the context of future climate change scenarios. This study presents an innovative, data-driven methodology designed to accurately forecast corn yield across diverse locations. This approach offers valuable scientific insights that can significantly enhance precision agricultural practices by enabling the precise tailoring of fertilizer usage and irrigation strategies. Full article
(This article belongs to the Section Precision and Digital Agriculture)
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15 pages, 2101 KB  
Article
The Global, Regional, and National Burden of Lower Respiratory Infections Caused by Streptococcus pneumoniae Between 1990 and 2021
by Zhenxuan Kong, Jin Xiong, Lin Chen, Kaicheng Peng, Hui Liu, Qinyuan Li and Zhengxiu Luo
Healthcare 2025, 13(16), 1982; https://doi.org/10.3390/healthcare13161982 - 12 Aug 2025
Cited by 1 | Viewed by 978
Abstract
Aims: To investigate the global epidemiological characteristics of lower respiratory infection (LRI) burden caused by Streptococcus pneumoniae (SP) from 1990 to 2021. Methods: Using data from the Global Burden of Disease (GBD) study 2021, we systematically analyzed Streptococcus pneumoniae-related (SP-related) [...] Read more.
Aims: To investigate the global epidemiological characteristics of lower respiratory infection (LRI) burden caused by Streptococcus pneumoniae (SP) from 1990 to 2021. Methods: Using data from the Global Burden of Disease (GBD) study 2021, we systematically analyzed Streptococcus pneumoniae-related (SP-related) LRI burden, focusing on mortality, disability-adjusted life years (DALYs), and temporal trends by age, gender, geographic region, and socio-demographic index (SDI) quintiles. Decomposition analysis assessed the influence of epidemiological shifts, population growth, and aging on age-standardized mortality rates (ASMRs), while an autoregressive integrated moving average (ARIMA) model projected future trends. Results: Between 1990 and 2021, the global SP-related LRI death number decreased from 1,028,083 (95% uncertainty interval (UI): 923,782–1,146,074) to 505,268 (95% UI: 454,335–552,539), and the ASMR dropped from 19.28 (95% UI: 17.32–21.49) to 6.40 (95% UI: 5.76–7.00) per 100,000. The age distribution consistently exhibited a clear two-tiered pattern, gradually shifting from being predominantly composed of young children to being dominated by older adults. Disparities were stark across SDI quintiles, low-SDI regions exhibited up to 100-times-higher under-five mortality than high-SDI regions. Geographic distribution showed the highest ASMRs in sub-Saharan Africa and the lowest in Canada, the United States, and Australia, with Mongolia and Finland showing the largest reductions in mortality. Epidemiological changes were the most significant factor in ASMR reduction. Conclusions: The SP-related LRI burden has decreased globally but remains a major health concern, especially in low-SDI regions. Targeted public health interventions, particularly for neonates and elderly adults, are essential to address persistent disparities and further reduce mortality. Full article
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19 pages, 4301 KB  
Article
Contribution of Respiratory Syncytial Virus to Burden of Lower Respiratory Tract Infections: A Global Analysis of 204 Countries and Territories, 1990–2021
by Zhiwei Chen, Qiu Zhang, Junrong Li, Naihong Xie, Qingmei Zheng, Youzhen Lai and Xiaoyang Zhang
Trop. Med. Infect. Dis. 2025, 10(8), 223; https://doi.org/10.3390/tropicalmed10080223 - 11 Aug 2025
Viewed by 790
Abstract
Respiratory syncytial virus (RSV) is a major cause of morbidity and mortality from lower respiratory infections (LRIs) worldwide. This study analyzes trends in age-standardized death rates (ASDRs) and disability-adjusted life years (DALYs) due to RSV-induced LRIs from 1990 to 2019, using data from [...] Read more.
Respiratory syncytial virus (RSV) is a major cause of morbidity and mortality from lower respiratory infections (LRIs) worldwide. This study analyzes trends in age-standardized death rates (ASDRs) and disability-adjusted life years (DALYs) due to RSV-induced LRIs from 1990 to 2019, using data from the Global Burden of Disease Study 2021 (GBD 2021). The findings show a gradual decline in deaths, ASDR, and DALYs throughout this period. However, these indicators were higher in men than in women, as well as more pronounced in sub-Saharan West Africa. Developed countries exhibited higher ASDR and DALY values than developing countries, with the highest burden observed among children and the elderly in low Socio-demographic Index (SDI) regions. Globally, RSV-induced LRIs have shown a significant reduction in burden, but interventions are still urgently needed—particularly in low SDI areas—to reduce the impact on vulnerable populations. Public health policies focusing on these high-risk groups are essential for addressing the remaining disparities in RSV-related morbidity and mortality. Full article
(This article belongs to the Special Issue Respiratory Infectious Disease Epidemiology and Control)
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26 pages, 6895 KB  
Article
Generation of Individualized, Standardized, and Electrically Synchronized Human Midbrain Organoids
by Sanae El Harane, Bahareh Nazari, Nadia El Harane, Manon Locatelli, Bochra Zidi, Stéphane Durual, Abderrahim Karmime, Florence Ravier, Adrien Roux, Luc Stoppini, Olivier Preynat-Seauve and Karl-Heinz Krause
Cells 2025, 14(15), 1211; https://doi.org/10.3390/cells14151211 - 6 Aug 2025
Cited by 1 | Viewed by 1012
Abstract
Organoids allow to model healthy and diseased human tissues. and have applications in developmental biology, drug discovery, and cell therapy. Traditionally cultured in immersion/suspension, organoids face issues like lack of standardization, fusion, hypoxia-induced necrosis, continuous agitation, and high media volume requirements. To address [...] Read more.
Organoids allow to model healthy and diseased human tissues. and have applications in developmental biology, drug discovery, and cell therapy. Traditionally cultured in immersion/suspension, organoids face issues like lack of standardization, fusion, hypoxia-induced necrosis, continuous agitation, and high media volume requirements. To address these issues, we developed an air–liquid interface (ALi) technology for culturing organoids, termed AirLiwell. It uses non-adhesive microwells for generating and maintaining individualized organoids on an air–liquid interface. This method ensures high standardization, prevents organoid fusion, eliminates the need for agitation, simplifies media changes, reduces media volume, and is compatible with Good Manufacturing Practices. We compared the ALi method to standard immersion culture for midbrain organoids, detailing the process from human pluripotent stem cell (hPSC) culture to organoid maturation and analysis. Air–liquid interface organoids (3D-ALi) showed optimized size and shape standardization. RNA sequencing and immunostaining confirmed neural/dopaminergic specification. Single-cell RNA sequencing revealed that immersion organoids (3D-i) contained 16% fibroblast-like, 23% myeloid-like, and 61% neural cells (49% neurons), whereas 3D-ALi organoids comprised 99% neural cells (86% neurons). Functionally, 3D-ALi organoids showed a striking electrophysiological synchronization, unlike the heterogeneous activity of 3D-i organoids. This standardized organoid platform improves reproducibility and scalability, demonstrated here with midbrain organoids. The use of midbrain organoids is particularly relevant for neuroscience and neurodegenerative diseases, such as Parkinson’s disease, due to their high incidence, opening new perspectives in disease modeling and cell therapy. In addition to hPSC-derived organoids, the method’s versatility extends to cancer organoids and 3D cultures from primary human cells. Full article
(This article belongs to the Special Issue The Current Applications and Potential of Stem Cell-Derived Organoids)
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Article
Measurement of the Burden of Road Injuries in Colombia, 1990–2021
by Doris Cardona-Arango, Jahir Alexander Gutiérrez-Ossa, Gino Montenegro-Martínez, Ángela María Segura-Cardona, Diana Isabel Muñoz-Rodríguez, Liliana Giraldo-Rodríguez and Marcela Agudelo-Botero
Int. J. Environ. Res. Public Health 2025, 22(8), 1201; https://doi.org/10.3390/ijerph22081201 - 31 Jul 2025
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Abstract
Aim: To analyze the burden of road injuries in Colombia from 1990 to 2021, disaggregated by sex, age groups, and road injury category. Methods: Observational study based on the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021. National data on [...] Read more.
Aim: To analyze the burden of road injuries in Colombia from 1990 to 2021, disaggregated by sex, age groups, and road injury category. Methods: Observational study based on the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021. National data on prevalence, incidence, mortality, years of life lost (YLL), years lived with disability (YLD), and disability-adjusted life-years (DALY) were obtained. Data are reported in years and age-standardized and age-specific rates per 100,000 inhabitants. A log-linear segmented regression model was employed to analyze trends in DALY rates of road injuries from 1990 to 2021. Results: From 1990 to 2021, the age-standardized prevalence and incidence rates (per 100,000 inhabitants) due to road injury decreased by −30.6% (95% UI: −34.3; −26.4) and −27.5% (95% UI: −30.7; −24.4), respectively. The age-standardized mortality rate trend of road injuries decreased by −40.6% (95% UI: −50.0; −31.0). Meanwhile, the age-standardized DALY rate decreased by −39.7% (95% UI: −47.9; −31.3) during the study period. In all indicators, men’s rates were higher than women’s. By road injury category, the age-standardized rates increased significantly for motorcyclist road injuries, particularly among men. Conclusions: Road injuries in Colombia have declined but remain significant, especially for young men. Motorcycle injuries show alarming increases in mortality and DALY rates. Full article
(This article belongs to the Special Issue 2nd Edition of Epidemiology and Global Health)
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