Clinical epigenetics settings for cancer and cardiovascular diseases: real-life applications of network medicine at the bedside
Despite impressive efforts invested in epigenetic research in the last 50 years, clinical
applications are still lacking. Only a few university hospital centers currently use epigenetic …
applications are still lacking. Only a few university hospital centers currently use epigenetic …
Gene–environment interaction: A variable selection perspective
Gene–environment interactions have important implications for elucidating the genetic basis
of complex diseases beyond the joint function of multiple genetic factors and their …
of complex diseases beyond the joint function of multiple genetic factors and their …
TGPred: efficient methods for predicting target genes of a transcription factor by integrating statistics, machine learning and optimization
Four statistical selection methods for inferring transcription factor (TF)–target gene (TG) pairs
were developed by coupling mean squared error (MSE) or Huber loss function, with elastic …
were developed by coupling mean squared error (MSE) or Huber loss function, with elastic …
Gene selection by incorporating genetic networks into case-control association studies
Large-scale genome-wide association studies (GWAS) have been successfully applied to a
wide range of genetic variants underlying complex diseases. The network-based regression …
wide range of genetic variants underlying complex diseases. The network-based regression …
Sparse principal component analysis based on genome network for correcting cell type heterogeneity in epigenome-wide association studies
In epigenome-wide association studies (EWAS), the mixed methylation expression caused
by the combination of different cell types may lead the researchers to find the false …
by the combination of different cell types may lead the researchers to find the false …
Statistical methods for gene selection and genetic association studies
X Cao - 2023 - search.proquest.com
Michigan Tech Dissertation Template Page 1 STATISTICAL METHODS FOR GENE SELECTION
AND GENETIC ASSOCIATION STUDIES By Xuewei Cao A DISSERTATION Submitted in partial …
AND GENETIC ASSOCIATION STUDIES By Xuewei Cao A DISSERTATION Submitted in partial …
The Impact of School Social Experiences on Socioemotional and Behavioral Problems: The Hypothesized Role of DNA Methylation
Peer victimization (including physical, verbal, and relational forms of aggression) has a
worldwide prevalence rate of nearly 13%, and has been implicated in prior literature and …
worldwide prevalence rate of nearly 13%, and has been implicated in prior literature and …