Multifactorial feature extraction and site prognosis model for protein methylation data.
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in functional genomics"
DOI: 10.1093/bfgp/elac034
Abstract: Integrated studies (multi-omics studies) comprising genetic, proteomic and epigenetic data analyses have become an emerging topic in biomedical research. Protein methylation is a posttranslational modification that plays an essential role in various cellular activities. The… read more here.
Keywords: methylation; methylation sites; protein methylation; methylation data ... See more keywords
Identifying Stages of Kidney Renal Cell Carcinoma by Combining Gene Expression and DNA Methylation Data
Sign Up to like & getrecommendations! Published in 2017 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2016.2607717
Abstract: In this study, in order to take advantage of complementary information from different types of data for better disease status diagnosis, we combined gene expression with DNA methylation data and generated a fused network, based… read more here.
Keywords: expression dna; network; network based; gene expression ... See more keywords
Multi-view Clustering for Integration of Gene Expression and Methylation Data with Tensor Decomposition and Self-representation Learning.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2022.3229678
Abstract: The accumulated DNA methylation and gene expression provide a great opportunity to exploit the epigenetic patterns of genes, which is the foundation for revealing the underlying mechanisms of biological systems. Current integrative algorithms are criticized… read more here.
Keywords: methylation; tensor; expression; gene expression ... See more keywords
Identification of Signature Genes in the PD-1 Relative Gastric Cancer Using a Combined Analysis of Gene Expression and Methylation Data
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DOI: 10.1155/2022/4994815
Abstract: Background The morbidity and mortality rates for gastric cancer (GC) rank second among all cancers, indicating the serious threat it poses to human health, as well as human life. This study aims to identify the… read more here.
Keywords: expression; analysis; gastric cancer; methylation data ... See more keywords