This project investigated whether previously identified genetic risk factors in non-Korean populations were associated with high gastric cancer incidence rates in Koreans.
Read More...Investigating the contribution of genetic risk factors to gastric cancer in Korean-ancestry populations
This project investigated whether previously identified genetic risk factors in non-Korean populations were associated with high gastric cancer incidence rates in Koreans.
Read More...Integrated expression, mutation, and survival analysis of 17 key genes in breast cancer using TCGA-BRCA data
This study combines gene expression, mutation profiling, and survival analysis of 17 clinically important genes in breast cancer, utilizing the TCGA-BRCA dataset. Our results show that there are different patterns of oncogene upregulation, different levels of tumor suppressor activity, and complicated survival associations. TP53 was the most frequently mutated gene in this cohort. The results underscore the significance of multidimensional genomic analyses for a comprehensive understanding of breast cancer biology and its therapeutic ramifications.
Read More...Lung region complexity affects Grad-CAM and Deep Taylor outcomes in pneumonia predictions
The authors studied the accuracy of two commonly used explainable AI techniques for detecting pneumonia in chest x-rays.
Read More...The relationship between meteorological factors and air quality in Washington D.C. metropolitan area
The authors studied the relationship between air quality and weather conditions (wind speed, precipitation, and temperature) in the Washington D.C. area.
Read More...The influence of economic factors on United States household energy consumption in 2020
This study used machine learning models to examine which factors most influenced U.S. household energy consumption in 2020 using data from 18,496 households.
Read More...The effect of chondroitin sulfate on the development of plants grown in roadside soil
Heavy metal contamination from transportation can damage soil and vegetation by increasing oxidative stress, disrupting enzymes, and impairing photosynthesis. This study investigated whether chondroitin sulfate (CS) could reduce the harmful effects of contaminated roadside soil on plant growth by binding with metal ions.
Read More...Comparing traveling salesman problem algorithms to chart delivery routes in a city
The authors studied optimized delivery routes to reduce travel times using different traveling salesman algorithms.
Read More...Effects of plant-derived smoke water on germination and growth in stressed plants
Here the authors investigated the potential of plant-derived smoke water to mitigate the negative impacts of abiotic stressors, such as heat, salinity, and water fluctuations, on the germination and growth of various agricultural crops. Their findings suggest that smoke water, specifically from buckwheat, pea, and radish, significantly improves plant resilience against drought and excessive water stress, offering a viable strategy to bolster food security in the face of climate change.
Read More...CDK7 inhibition disrupts androgen signaling and induces metabolic rewiring in prostate cancer cells
The authors used RNA-seq datasets to assess the effect of CDK7 inhibition on transcriptional pathways in castration-resistant prostate cancer cells.
Read More...The impact of light pollution on astrophotography and visual astronomy in varying environments