Acute myeloid leukemia (AML), as the most common malignancy of the hematopoietic system, poses challenges in treatment efficacy, relapse, and drug resistance.In this study, we have utilized 151 RNA sequencing datasets, 194 DNA methylation datasets, and 200 somatic mutation datasets from the AML cohort in the TCGA database to develop a multi-omics s
How Impulsiveness Influences Obesity: The Mediating Effect of Resting-State Brain Activity in the dlPFC
Impulsiveness is a stable personal characteristic that contributes to obesity and may interact with it.Specifically, obesity is caused by unrestrained impulse eating that is not consciously controlled and leads to a hormonal imbalance that also can impair impulse control.However, the mechanism of this relationship is unclear.In our study, 35 obese
Regression with Gaussian Mixture ModelsApplied to Track Fitting
This note describes the application of Gaussian mixture regression to track fitting with a Gaussian mixture model of the position errors.The mixture model is assumed to have two components with identical component means.Under the premise that the association of each measurement to a specific mixture component is known, the Gaussian mixture regressi
The Impacts of Atmospheric Moisture Transportation on Warm Sector Torrential Rains over South China
Warm Sector Torrential Rains (WSTRs) occurring during the outbreak of the monsoon in May of 2015 in South China were studied using surface automatic weather observational data, sounding, European Centre for Medium-Range Weather Forecasts Reanalysis interim Data (ERA-interim), satellite and radar data, and a four-level nested grid simulation with th
North American Specialty Cut Flower Production and Postharvest Survey
In the United States and copyright, there has been an increase in the demand for local specialty cut flowers and a corresponding increase in production.To assess the needs of the industry, we electronically surveyed 1098 cut flower producers and handlers in the United States and copyright regarding their current cut flower production and postharves