Article
Public, Environmental & Occupational Health
Shahina Pardhan, Nick Drydakis
Summary: The study suggests that countries with higher GDP per capita in Europe tend to have lower rates of new COVID-19 cases, while countries with lower GDP per capita are more likely to experience higher changes in new COVID-19 cases. This indicates that a country's economic performance could be a critical factor in determining the rate of COVID-19 cases during the pandemic.
FRONTIERS IN PUBLIC HEALTH
(2021)
Article
Computer Science, Information Systems
Zekun Xu, Yu Wang, Guihou Sun, Yuehong Chen, Qiang Ma, Xiaoxiang Zhang
Summary: In this study, a geographically weighted stacking ensemble learning approach was developed to generate gridded GDP data. The approach takes into account the geographical properties of input variables and locally fuses the predictions of three base models using geographically weighted regression. The results of a case study in China showed that the proposed approach outperformed traditional methods in GDP downscaling. Therefore, this method provides a valuable option for generating gridded GDP data and has significant implications for other applications.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
(2023)
Article
Cell Biology
Pedro Fuentes, Sandra Amador, Ana Maria Lucas-Ochoa, Lorena Cuenca-Bermejo, Emiliano Fernandez-Villalba, Valeria Raparelli, Colleen Norris, Alexandra Kautzky-Willer, Karolina Kublickiene, Louise Pilote, Maria Trinidad Herrero
Summary: This study examines the influence of gender, rurality, and socioeconomic factors on the prevalence of the centennial population in Spain. The research reveals significant interactions between sex, rural housing, Gross Domestic Product (GDP), and urban areas, with females showing a favorable position in the longevity revolution. Feminization has been confirmed as a trend in extreme longevity, and GDP per Capita alone is not a significant survival factor.
Article
Energy & Fuels
Qiang Wang, Lili Wang, Rongrong Li
Summary: The study finds a positive relationship between renewable energy consumption and life expectancy, especially in high-income countries. Moreover, there is a double threshold effect of per capita GDP on the relationship between renewable energy consumption and life expectancy.
ENERGY STRATEGY REVIEWS
(2023)
Article
Chemistry, Multidisciplinary
Tao Liu, Shuimiao Yang, Rongxi Peng, Daquan Huang
Summary: The study found that life expectancy in different areas may eventually converge to a higher level, with varying degrees of convergence in cities with different economic development levels. Additionally, factors such as topography, educational level, and birth rate have significant impacts on health improvement in different regions of China.
APPLIED SCIENCES-BASEL
(2021)
Article
Environmental Sciences
Yintao Lu, Jianfa Gao, Hue T. Nguyen, Soumini Vijayasarathy, Peng Du, Xiqing Li, Hong Yao, Jochen F. Mueller, Phong K. Thai
Summary: China produces and consumes a large amount of PFASs, with significant regional variations in PFASs emissions. The concentrations and mass loads of PFOA and PFOS are higher in Eastern China, while certain cities in Central and West areas are hotspots for PFASs pollution. Population density and GDP are positively correlated with PFASs concentrations in wastewater, and certain legacy PFASs are still released into wastewater despite a reduction in production volume.
Article
Computer Science, Artificial Intelligence
Murat Tasyurek, Mete Celik
Summary: Geographically weighted regression (GWR) is a local spatial regression approach that considers spatial, altitudinal, and temporal nonstationarities. This study proposes a 4D-GWR technique to improve prediction accuracy and utilizes an n-dimension golden section search algorithm to estimate parameters. Experimental evaluations show that the 4D-GWR approach outperforms other methods in terms of accuracy, runtime, and dataset size.
NEURAL COMPUTING & APPLICATIONS
(2022)
Article
Geography
Vivian Yi-Ju Chen, Tse-Chuan Yang, Hong-Lian Jian
Summary: This study introduces a geographically weighted multivariate multiple regression (GWMMR) technique to address the issue of insufficient information provided by GWR when analyzing multiple interrelated response variables. The model specification of the proposed method is presented, along with associated statistical inferences. The finite sample properties of GWMMR are examined through simulation.
ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS
(2022)
Article
Physics, Multidisciplinary
E. Hernandez-Ramirez, M. del Castillo-Mussot, J. Hernandez-Casildo
Summary: From 1990 to 2017, per capita nominal country gross domestic product (PCGDP) and gross domestic product at purchasing power parity (PCGDP-PPP) generally followed stretched exponential distributions, with beta values around 0.5-0.7 for PCGDP and close to 1 for PCGDP-PPP. Following the 2008-2009 global financial crisis, PCGDP-PPP SED appeared to converge to an exponential distribution, indicating a possible link between economic trade and energy conservation in elastic collisions. The use of PCGDP-PPP as a more accurate and stable measurement of average economic activity across countries may be reinforced compared to nominal or market values.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
(2021)
Article
Economics
Feng Chen, Chang-Lin Mei
Summary: An adaptive scale method is proposed to improve the estimation accuracy of mixed GWR models and provide valuable information on the operating scale of explanatory variables.
ECONOMIC MODELLING
(2021)
Article
Physics, Multidisciplinary
Shi-Jie Gao, Chang-Lin Mei, Qiu-Xia Xu, Zhi Zhang
Summary: Multiscale estimation for geographically weighted regression (GWR) and related models has been studied extensively for their superior performance in improving coefficient estimators and revealing spatial scale. This paper proposes a non-iterative multiscale estimation method and its simplified scenario for spatial autoregressive geographically weighted regression (SARGWR) models. The proposed methods outperform existing iterative approaches in terms of computational efficiency and accuracy of coefficient estimators.
Article
Thermodynamics
Ifeoluwa Garba, Richard Bellingham
Summary: Accessibility to modern energy services is crucial for addressing global development issues and reducing carbon emissions. Energy poverty, particularly in developing countries, remains a severe yet overlooked challenge, with key aspects including lack of access to electricity and clean cooking fuels. Despite over a third of the global population facing this issue, there is currently a lack of empirical studies quantifying the relationship between traditional energy fuel use and economic development.
Article
Computer Science, Information Systems
Zengzheng Wang, Yangyang Zhao, Fuhao Zhang
Summary: This paper proposes a regionally geographically weighted regression (RGWR) method, which improves the accuracy of GWR estimation by introducing zoning dummy variables and optimizing spatial weights, especially for research objects in social and economic fields with spatial discrete heterogeneity characteristics.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
(2022)
Article
Public, Environmental & Occupational Health
Abdillah Ahsan, Rifai Afin, Nadira Amalia, Martha Hindriyani, Ardhini Risfa Jacinda, Elisabeth Kramer
Summary: This study provides empirical evidence against industry arguments concerning the potential negative economic impacts of adopting the Framework Convention on Tobacco Control (FCTC). The results show that FCTC ratification has a negative impact on a country's smoking prevalence, but does not necessarily have a negative impact on the economy. Instead, FCTC ratification may be beneficial for both health and economic outcomes.
GLOBALIZATION AND HEALTH
(2022)
Article
Environmental Sciences
Pariya Pourmohammadi, Michael P. Strager, Michael J. Dougherty, Donald A. Adjeroh
Summary: Land development processes are influenced by complex interactions between socio-economic and spatial factors. The study found the presence of multicollinearity in explanatory variables, and penalizing regression models leads to a better fit and reduces model variance. The geographical error analysis of regression models visualizes the difference between model estimates and actual values, indicating unstable land development patterns and processes due to shifting geographical opportunities.
Article
Environmental Sciences
Jing Wang, Shengcheng Zhao, Linsheng Yang, Hongqiang Gong, Hairong Li, Cangjue Nima
Summary: Kashin-Beck Disease is a major endemic disease in China. Using the YLD metric, this study estimated the health loss from KBD in Qamdo district of Tibet and investigated the influence of environmental selenium on it. The results showed a closer relationship between YLD rates and environmental selenium, with the main influencing factors for the health loss of KBD being selenium contents in cultivated soil and highland barley.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2021)
Article
Environmental Sciences
Rana Orhan, John Middleton, Thomas Krafft, Katarzyna Czabanowska
Summary: Climate change poses risks to human health and Sustainable Development Goals, highlighting the need for greater social responsibility from public health professionals and their associations. A survey among public health schools in the European region shows a lack of systematic approach and strategy in climate education and actions, suggesting the importance of investing in climate and health education and becoming exemplars for climate action.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2021)
Review
Infectious Diseases
Panjun Gao, Eva Pilot, Cassandra Rehbock, Marie Gontariuk, Simone Doreleijers, Li Wang, Thomas Krafft, Pim Martens, Qiyong Liu
Summary: Dengue is a significant public health concern in China, and the challenge for prevention and control has increased due to larger scale and wider spatial distribution. The systematic review identified associations between land use and land cover change factors and dengue incidence, with transportation infrastructure and urbanization being repeatedly suggested to be positively associated with dengue. The utilization of geographic information system (GIS) and remote sensing (RS) provided valuable tools to explore the relationships between environmental factors and dengue transmission.
PLOS NEGLECTED TROPICAL DISEASES
(2021)
Article
Biology
Zhichao Li, Helen Gurgel, Lei Xu, Linsheng Yang, Jinwei Dong
Summary: This study proposes an efficient framework for dengue prediction using geospatial big data analysis and Long Short Term Memory modeling. The results show that the performance of the prediction model is better when historical cases are considered, with the 5-weeks-ahead forecast being the most accurate. This research provides new opportunities and methods for timely and accurate dengue forecasts.
Article
Biology
Xing Yuan, Linsheng Yang, Hairong Li, Li Wang
Summary: The study identified spatiotemporal changes of animal plague territories in the Tibetan Plateau and analyzed the potential links between plague dynamics and climate and anthropogenic factors. The findings revealed variations in the spatial patterns of plague risk and showed that plague in the Tibetan Plateau is increasingly sensitive to climate change.
Article
Nutrition & Dietetics
Chang Kong, Linsheng Yang, Hongqiang Gong, Li Wang, Hairong Li, Yonghua Li, Binggan Wei, Cangjue Nima, Yangzong Deji, Shengcheng Zhao, Min Guo, Lijuan Gu, Jiangping Yu, Zongji Gesang, Rujun Li
Summary: This study analyzed the dietary and food consumption patterns of Tibetan residents and found three different modes of dietary patterns. Individual-family and regional factors were significantly related to food consumption, with age, travel time, and cultivation area of highland barley negatively related, and individuals with higher education having higher food consumption scores.
Review
Green & Sustainable Science & Technology
Yan Wu, Pim Martens, Thomas Krafft
Summary: Public participation is crucial for the development of low-carbon cities in China. However, there is a lack of sufficient research on the level of public participation. Public awareness of low-carbon city transformation is focused on low-carbon lifestyle, yet there is a gap between awareness and behavior. Education and government policy are identified as key factors influencing low-carbon behavior in China.
Article
Public, Environmental & Occupational Health
Charlotte Onstwedder, Jerome Lock-Wah-Hoon, Sigrid Van Dorp, Marieta Braks, Liselotte Van Asten, Yang Zheng, Thomas Krafft, Ying Tong, Wim Van der Hoek, Qi-Yong Liu, Eva Pilot, Quanyi Wang, Ewout Fanoy
Summary: This study compares the preparedness for vector-borne diseases in Beijing and the Netherlands, aiming to understand their similarities, differences, and learn lessons on this complex topic.
ANNALS OF GLOBAL HEALTH
(2022)
Review
Environmental Sciences
Muyesaier Tudi, Hairong Li, Hongying Li, Li Wang, Jia Lyu, Linsheng Yang, Shuangmei Tong, Qiming Jimmy Yu, Huada Daniel Ruan, Albert Atabila, Dung Tri Phung, Ross Sadler, Des Connell
Summary: Pesticides play a crucial role in agricultural development, but their adverse effects on human health and the environment remain a serious concern. The application methods, exposure routes, and health risks associated with pesticide use need to be discussed. Developing countries are particularly affected by the health problems caused by pesticide use and exposure. Policymakers should use scientific information to develop proper techniques for pesticide application, minimizing adverse health effects on both applicators and communities.
Article
Nutrition & Dietetics
Lijuan Gu, Linsheng Yang, Hairong Li
Summary: This study examined the longitudinal effects of neighborhood participation, bonding trust, and bridging trust on child nutritional status in urban and rural areas of China. The findings showed an improvement in average BMI-for-age z-score, a decrease in underweight prevalence, an increase in overweight/obesity prevalence, and a reduction in the urban/rural gap in nutritional status. Bonding trust was associated with lower BMI, higher likelihood of underweight, and lower likelihood of overweight/obesity, while bridging trust was associated with higher BMI. The effects of bonding trust were significant only among rural children, suggesting that neighborhood social capital has a causal impact on child nutritional status.
Article
Nutrition & Dietetics
Yumin Jia, Cangjue Nima, Linsheng Yang, Li Wang, Binggan Wei, Yonghua Li, Hairong Li, Yangzong Deji, Shengcheng Zhao, Min Guo, Hongqiang Gong, Chang Kong, Lijuan Gu, Zongji Gesang, Rujun Li
Summary: Grains are an important part of the diet for rural residents in Tibet, but the lack of selenium and zinc in these grains poses a threat to their nutrition and health. A study was conducted to understand the intake of selenium and zinc from staple grains in residents along the Yarlung Zangbo River. The results showed that a majority of self-produced tsampa and flour had low selenium concentrations, and the intake of selenium and zinc from staple grains contributed only a portion of the recommended nutrient intake.
Article
Environmental Sciences
Qiqian Wen, Linsheng Yang, Jiangping Yu, Binggan Wei, Shuhui Yin
Summary: This study analyzes the primary factors and characteristics of potential susceptible regions related to soil heavy metals in the southern Tibet Plateau using Geo-detectors and multi-source data. It found that As pollution was the most serious, and factors such as precipitation, pH, geological age, and rock type were critical in influencing heavy metals. The research provides important scientific basis for monitoring and managing heavy metals in remote high-altitude areas.
Article
Food Science & Technology
Yanyan Lian, Lijuan Gu, Linsheng Yang, Li Wang, Hairong Li
Summary: Based on the food consumption data from 31 provinces in China from 2015-2021, this study finds that there are irrationalities in the structure of food consumption and regional differences in China. The food consumption of Chinese residents deviates from recommended values, especially between urban and rural areas. Therefore, a new concept of food security with nutrition as the target should be established to guide residents' food consumption scientifically and to address imbalances in different regions.
Article
Environmental Studies
Wenjuan Hou, Shaohong Wu, Linsheng Yang, Yunhe Yin, Jiangbo Gao, Haoyu Deng, Maowei Wu, Xiaojie Li, Lulu Liu
Summary: With the increasing frequency of natural disasters caused by climate change, rational territorial spatial planning must consider risks related to production, living, and ecology. This study establishes a method for characterizing these risks in China's provinces and proposes targeted strategies for different risk zones. The results show that regions with high production risk are mainly located in Guangdong, Henan, and Shandong, regions with high living risk are concentrated in Jiangsu, Anhui, Guangdong, and Hainan, and regions with high ecological risk are concentrated in Guangxi, Ningxia, and Yunnan. The overall risk is high along the southeastern coast, moderate in central and western China, and low on the Tibetan Plateau. From Zone A to Zone C, the number and intensity of risks requiring attention gradually decrease.
Article
Environmental Studies
Chengjing Nie, Zewei Liu, Linsheng Yang, Li Wang
Summary: The spatial reconstruction of rural tourism space is an important aspect of integrated urban-rural development. Using East Tumen Village and West Tumen Village in Shijiazhuang City, Hebei Province as research objects, this study traced the process of rural spatial reconstruction through in-depth interviews and interpretation of remote sensing images. The results show that the two villages have experienced different stages of development but have not yet reached a stable stage of balance and coordination. Spatial reconstruction is driven by a combination of external and internal factors.
Article
Environmental Sciences
Toshimi Nakajima, Mao Kuragano, Makoto Yamada, Ryo Sugimoto
Summary: This study compared the contribution of submarine groundwater discharge (SGD) to river nutrient budgets at nearshore and embayment scales, and found that SGD-derived nutrients become more important at larger spatial scales.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Fan Liu, Lei Zhang, Chongyang Zhang, Ziguang Chen, Jingguang Li
Summary: NO2 emissions from wall-mounted gas stoves used for household heating have become a significant source of indoor pollution in Chinese urban areas. The high indoor concentration of NO2 poses potential health risks to residents. It is urgently necessary to establish relevant regulations and implement emission reduction technologies to reduce NO2 emissions from wall-mounted gas stoves.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Letter
Environmental Sciences
Hans Peter H. Arp, Raoul Wolf, Sarah E. Hale, Sivani Baskaran, Juliane Gluege, Martin Scheringer, Xenia Trier, Ian T. Cousins, Harrie Timmer, Roberta Hofman-Caris, Anna Lennquist, Andre D. Bannink, Gerard J. Stroomberg, Rosa M. A. Sjerps, Rosa Montes, Rosario Rodil, Jose Benito Quintana, Daniel Zahn, Herve Gallard, Tobias Mohr, Ivo Schliebner, Michael Neumann
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Philomina Onyedikachi Peter, Binessi Edouard Ifon, Francois Nkinahamira, Kayode Hassan Lasisi, Jiangwei Li, Anyi Hu, Chang-Ping Yu
Summary: This study investigates the relationship between dissolved organic matter (DOM) and Rare Earth Elements (REEs) in sediments from Yundang Lagoon, China. The results show four distinct fluorescent components, with protein-like substances being the most prevalent. Additionally, the total fluorescence intensity and LREE concentrations exhibit a synchronized increase from Outer to Inner to Songbai Lake core sediments. The findings demonstrate a strong correlation between DOM content and pollution levels.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Surya Gupta, Pasquale Borrelli, Panos Panagos, Christine Alewell
Summary: The objective of this study is to incorporate soil hydraulic properties into the erodibility factor (K) of USLE-type models. By modifying and improving the existing equations for soil texture and permeability, the study successfully included information on saturated hydraulic conductivity (Ksat) into the calculation of K factor. Using the Random Forest machine learning algorithm, two independent K factor maps with different spatial resolutions were generated. The results show that the decrease in K factor values has a positive impact on the modeling of soil erosion rates.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Jesmin Akter, Wendy J. M. Smith, Yawen Liu, Ilho Kim, Stuart L. Simpson, Phong Thai, Asja Korajkic, Warish Ahmed
Summary: The choice of workflow in wastewater surveillance has a significant impact on SARS-CoV-2 concentrations, while having minimal effects on HF183 and no effect on HAdV 40/41 concentrations. Certain components in the workflow can be interchangeable, but factors such as buffer type, chloroform, and homogenization speed can affect the recovery of viruses and bacteria.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Yu Luo, Xueting Yang, Diwei Wang, Hongmei Xu, Hongai Zhang, Shasha Huang, Qiyuan Wang, Ningning Zhang, Junji Cao, Zhenxing Shen
Summary: Atmospheric PM2.5, which can generate reactive oxygen species (ROS), is associated with cardiorespiratory morbidity and mortality. The study found that both the mass concentration of PM2.5 and the DTT activity were higher during the heating season than during the nonheating season. Combustion sources were the primary contributors to DTT activity during the heating season, while secondary formation dominated during the nonheating season. The study also revealed that biomass burning had the highest inherent oxidation potential among all sources investigated.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Erin L. Murphy, Leah R. Gerber, Chelsea M. Rochman, Beth Polidoro
Summary: Plastic pollution has devastating consequences for marine organisms. This study uses a trait-based framework to develop a vulnerability index for marine mammals, seabirds, and sea turtles in Hawai'i. The index ranks 63 study species based on their vulnerability to macroplastic pollution, providing valuable information for species monitoring and management priorities.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Kenji Maurice, Amelia Bourceret, Sami Youssef, Stephane Boivin, Liam Laurent-Webb, Coraline Damasio, Hassan Boukcim, Marc-Andre Selosse, Marc Ducousso
Summary: Growing pressure from climate change and agricultural land use is destabilizing soil microbial community interactions. Little is known about microbial community resistance and adaptation to disturbances, hindering our understanding of recovery latency and implications for ecosystem functioning. This study found that anthropic disturbance and natural disturbance have different effects on the topology and stability of soil microbial networks.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Yunhao Li, Yali Feng, Haoran Li, Yisong Yao, Chenglong Xu, Jinrong Ju, Ruiyu Ma, Haoyu Wang, Shiwei Jiang
Summary: Deep-sea mining poses a serious threat to marine ecosystems and human health by disturbing sediment and transmitting metal ions through the food chain. This study developed a new regenerative adsorption material, OMN@SA, which effectively removes metal ions. The adsorption mechanism and performance of the material for metal ion fixation were investigated.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Antonio Medici, Margherita Lavorgna, Marina Isidori, Chiara Russo, Elena Orlo, Giovanni Luongo, Giovanni Di Fabio, Armando Zarrelli
Summary: Valsartan, a widely used antihypertensive drug, has been detected in high concentrations in surface waters due to its unchanged excretion and incomplete degradation in wastewater treatment plants. This study investigated the degradation of valsartan and identified 14 degradation byproducts. The acute and chronic toxicity of these byproducts were evaluated in key organisms in the freshwater trophic chain.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Jiang Lin, Lianbao Chi, Qing Yuan, Busu Li, Mingbao Feng
Summary: This study investigated the photodegradation behavior and product formation of two representative pharmaceuticals in simulated estuary water. The study found that the formed transformation products of these pharmaceuticals have potential toxicity on marine organisms, including oxidative stress and damage to cellular components.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Hua Fang, Dongdong Jiang, Ye He, Siyi Wu, Yuehong Li, Ziqi Zhang, Haoting Chen, Zixin Zheng, Yan Sun, Wenxiang Wang
Summary: This study revealed that exposure to lower levels of air pollutants led to decreased pregnancy rates, with PM10, NO2, SO2, and CO emerging as the four most prominent pollutants. Individuals aged 35 and above exhibited heightened susceptibility to pollutants.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Ali Shaan Manzoor Ghumman, Rashid Shamsuddin, Amin Abbasi, Mohaira Ahmad, Yoshiaki Yoshida, Abdul Sami, Hamad Almohamadi
Summary: In this study, inverse vulcanized polysulfides (IVP) were synthesized by reacting molten sulfur with 4-vinyl benzyl chloride, and then functionalized using N-methyl D-glucamine (NMDG). The functionalized IVP showed a high mercury adsorption capacity and a machine learning model was developed to predict the amount of mercury removed. Furthermore, the functionalized IVP can be regenerated and reused, providing a sustainable and cost-effective adsorbent.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)
Article
Environmental Sciences
Rita Bonfiglio, Renata Sisto, Stefano Casciardi, Valeria Palumbo, Maria Paola Scioli, Erica Giacobbi, Francesca Servadei, Gerry Melino, Alessandro Mauriello, Manuel Scimeca
Summary: This study investigated the presence of aluminum in human colon cancer samples and its potential association with biological processes involved in cancer progression. Aluminum was found in tumor areas of 24% of patients and was associated with epithelial to mesenchymal transition (EMT) and cell death. Additional analyses revealed higher tumor mutational burden and mutations in genes related to EMT and apoptosis in aluminum-positive colon cancers. Understanding the molecular mechanisms of aluminum toxicity may improve strategies for the management of colon cancer patients.
SCIENCE OF THE TOTAL ENVIRONMENT
(2024)