On December 31, 2021, Rahman, Chowdhury Rafeed; Amin, Ruhul; Shatabda, Swakkhar; Toaha, Sadrul Islam Md. published an article.Related Products of 443-72-1 The title of the article was A convolution based computational approach towards DNA N6-methyladenine site identification and motif extraction in rice genome. And the article contained the following:
DNA N6-methylation (6mA) in Adenine nucleotide is a post replication modification responsible for many biol. functions. Automated and accurate computational methods can help to identify 6mA sites in long genomes saving significant time and money. Our study develops a convolutional neural network (CNN) based tool i6mA-CNN capable of identifying 6mA sites in the rice genome. Our model coordinates among multiple types of features such as PseAAC (Pseudo Amino Acid Composition) inspired customized feature vector, multiple one hot representations and dinucleotide physicochem. properties. It achieves auROC (area under Receiver Operating Characteristic curve) score of 0.98 with an overall accuracy of 93.97% using fivefold cross validation on benchmark dataset. Finally, we evaluate our model on three other plant genome 6mA site identification test datasets. Results suggest that our proposed tool is able to generalize its ability of 6mA site identification on plant genomes irresp. of plant species. An algorithm for potential motif extraction and a feature importance anal. procedure are two by products of this research. The experimental process involved the reaction of N-Methyl-7H-purin-6-amine(cas: 443-72-1).Related Products of 443-72-1
The Article related to dna nmethyladenine motif extraction rice genome computational method, Plant Biochemistry: Classical Genetics and Phylogeny and other aspects.Related Products of 443-72-1
Referemce:
Imidazole – Wikipedia,
Imidazole | C3H4N2 – PubChem