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Full-Text Articles in Medical Sciences
Extracellular Mechanotransduction, Stephen J. Haller, Andrew T. Dudley
Extracellular Mechanotransduction, Stephen J. Haller, Andrew T. Dudley
Journal Articles: Genetics, Cell Biology & Anatomy
We highlight the force-sensing function of extracellular matrix and present a complementary mechanotransduction paradigm.
Mintruls: Prediction Of Mirna-Mrna Target Site Interactions Using Regularized Least Square Method, Sushil Kumar Shakyawar, Siddesh Southekal, Chittibabu Guda
Mintruls: Prediction Of Mirna-Mrna Target Site Interactions Using Regularized Least Square Method, Sushil Kumar Shakyawar, Siddesh Southekal, Chittibabu Guda
Journal Articles: Genetics, Cell Biology & Anatomy
Identification of miRNA-mRNA interactions is critical to understand the new paradigms in gene regulation. Existing methods show suboptimal performance owing to inappropriate feature selection and limited integration of intuitive biological features of both miRNAs and mRNAs. The present regularized least square-based method, mintRULS, employs features of miRNAs and their target sites using pairwise similarity metrics based on free energy, sequence and repeat identities, and target site accessibility to predict miRNA-target site interactions. We hypothesized that miRNAs sharing similar structural and functional features are more likely to target the same mRNA, and conversely, mRNAs with similar features can be targeted by …