SRG-Vote: Predicting Mirna-Gene Relationships via Embedding and LSTM Ensemble
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3169542
Abstract: Targeted therapy for one for a set of genes has made it possible to apply precision medicine for different patients due to the existence of tumor heterogeneity. However, how to regulate those genes are still… read more here.
Keywords: learning algorithms; deep learning; mirna gene; srg vote ... See more keywords
TSCCA: A tensor sparse CCA method for detecting microRNA-gene patterns from multiple cancers
Sign Up to like & getrecommendations! Published in 2021 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1009044
Abstract: Existing studies have demonstrated that dysregulation of microRNAs (miRNAs or miRs) is involved in the initiation and progression of cancer. Many efforts have been devoted to identify microRNAs as potential biomarkers for cancer diagnosis, prognosis… read more here.
Keywords: tensor sparse; multiple cancers; mirna gene; gene patterns ... See more keywords
miRNA-PDGFRB/HIF1A-lncRNA CTEPHA1 Network Plays Important Roles in the Mechanism of Chronic Thromboembolic Pulmonary Hypertension.
Sign Up to like & getrecommendations! Published in 2019 at "International heart journal"
DOI: 10.1536/ihj.18-479
Abstract: Our previous studies have revealed that long noncoding RNAs (lncRNAs), microRNAs (miRNAs), and genes were abnormally expressed in the pulmonary artery tissues of the chronic thromboembolic pulmonary hypertension (CTEPH) patients. We aim to establish the… read more here.
Keywords: network; mirna; gene lncrna; mirna gene ... See more keywords
Identifying miRNA and gene modules of colon cancer associated with pathological stage by weighted gene co-expression network analysis
Sign Up to like & getrecommendations! Published in 2018 at "OncoTargets and therapy"
DOI: 10.2147/ott.s163891
Abstract: Introduction Colorectal cancer (CRC) is the fourth most common cause of cancer-related mortality worldwide. The tumor, node, metastasis (TNM) stage remains the standard for CRC prognostication. Identification of meaningful microRNA (miRNA) and gene modules or… read more here.
Keywords: gene modules; pathological stage; mirna gene; cancer ... See more keywords