iProt-Sub: a comprehensive package for accurately map** and predicting protease-specific substrates and cleavage sites

J Song, Y Wang, F Li, T Akutsu… - Briefings in …, 2019 - academic.oup.com
Regulation of proteolysis plays a critical role in a myriad of important cellular processes. The
key to better understanding the mechanisms that control this process is to identify the …

Identify origin of replication in Saccharomyces cerevisiae using two-step feature selection technique

FY Dao, H Lv, F Wang, CQ Feng, H Ding… - …, 2019 - academic.oup.com
Motivation DNA replication is a key step to maintain the continuity of genetic information
between parental generation and offspring. The initiation site of DNA replication, also called …

PROSPER: an integrated feature-based tool for predicting protease substrate cleavage sites

J Song, H Tan, AJ Perry, T Akutsu, GI Webb… - PloS one, 2012 - journals.plos.org
The ability to catalytically cleave protein substrates after synthesis is fundamental for all
forms of life. Accordingly, site-specific proteolysis is one of the most important post …

PVP-SVM: sequence-based prediction of phage virion proteins using a support vector machine

B Manavalan, TH Shin, G Lee - Frontiers in microbiology, 2018 - frontiersin.org
Accurately identifying bacteriophage virion proteins from uncharacterized sequences is
important to understand interactions between the phage and its host bacteria in order to …

[HTML][HTML] SuSPect: enhanced prediction of single amino acid variant (SAV) phenotype using network features

CM Yates, I Filippis, LA Kelley… - Journal of molecular …, 2014 - Elsevier
Whole-genome and exome sequencing studies reveal many genetic variants between
individuals, some of which are linked to disease. Many of these variants lead to single amino …

Challenges in the diagnosis and discovery of rare genetic disorders using contemporary sequencing technologies

EG Seaby, S Ennis - Briefings in functional genomics, 2020 - academic.oup.com
Next generation sequencing (NGS) has revolutionised rare disease diagnostics.
Concomitant with advancing technologies has been a rise in the number of new gene …

PREvaIL, an integrative approach for inferring catalytic residues using sequence, structural, and network features in a machine-learning framework

J Song, F Li, K Takemoto, G Haffari, T Akutsu… - Journal of theoretical …, 2018 - Elsevier
Determining the catalytic residues in an enzyme is critical to our understanding the
relationship between protein sequence, structure, function, and enhancing our ability to …

RFhy-m2G: identification of RNA N2-methylguanosine modification sites based on random forest and hybrid features

C Ao, Q Zou, L Yu - Methods, 2022 - Elsevier
N2-methylguanosine is a post-transcriptional modification of RNA that is found in eukaryotes
and archaea. The biological function of m2G modification discovered so far is to control and …

DHSpred: support-vector-machine-based human DNase I hypersensitive sites prediction using the optimal features selected by random forest

B Manavalan, TH Shin, G Lee - Oncotarget, 2017 - pmc.ncbi.nlm.nih.gov
DNase I hypersensitive sites (DHSs) are genomic regions that provide important information
regarding the presence of transcriptional regulatory elements and the state of chromatin …

ASPIRER: a new computational approach for identifying non-classical secreted proteins based on deep learning

X Wang, F Li, J Xu, J Rong, GI Webb… - Briefings in …, 2022 - academic.oup.com
Protein secretion has a pivotal role in many biological processes and is particularly
important for intercellular communication, from the cytoplasm to the host or external …