Topology of molecular interaction networks

W Winterbach, PV Mieghem, M Reinders, H Wang… - BMC systems …, 2013 - Springer
Molecular interactions are often represented as network models which have become the
common language of many areas of biology. Graphs serve as convenient mathematical …

[HTML][HTML] Review of biological network data and its applications

D Yu, MS Kim, G Xiao, TH Hwang - Genomics & informatics, 2013 - ncbi.nlm.nih.gov
Studying biological networks, such as protein-protein interactions, is key to understanding
complex biological activities. Various types of large-scale biological datasets have been …

[HTML][HTML] A large-scale evaluation of computational protein function prediction

P Radivojac, WT Clark, TR Oron, AM Schnoes… - Nature …, 2013 - nature.com
Automated annotation of protein function is challenging. As the number of sequenced
genomes rapidly grows, the overwhelming majority of protein products can only be …

An expanded evaluation of protein function prediction methods shows an improvement in accuracy

Y Jiang, TR Oron, WT Clark, AR Bankapur, D D'Andrea… - Genome biology, 2016 - Springer
Background A major bottleneck in our understanding of the molecular underpinnings of life
is the assignment of function to proteins. While molecular experiments provide the most …

ProLanGO: protein function prediction using neural machine translation based on a recurrent neural network

R Cao, C Freitas, L Chan, M Sun, H Jiang, Z Chen - Molecules, 2017 - mdpi.com
With the development of next generation sequencing techniques, it is fast and cheap to
determine protein sequences but relatively slow and expensive to extract useful information …

Identification of colorectal cancer related genes with mRMR and shortest path in protein-protein interaction network

BQ Li, T Huang, L Liu, YD Cai, KC Chou - PloS one, 2012 - journals.plos.org
One of the most important and challenging problems in biomedicine and genomics is how to
identify the disease genes. In this study, we developed a computational method to identify …

Evolved hexose transporter enhances xylose uptake and glucose/xylose co-utilization in Saccharomyces cerevisiae

A Reider Apel, M Ouellet, H Szmidt-Middleton… - Scientific reports, 2016 - nature.com
Enhancing xylose utilization has been a major focus in Saccharomyces cerevisiae strain-
engineering efforts. The incentive for these studies arises from the need to use all sugars in …

Predicting functions of proteins in mouse based on weighted protein-protein interaction network and protein hybrid properties

L Hu, T Huang, X Shi, WC Lu, YD Cai, KC Chou - PloS one, 2011 - journals.plos.org
Background With the huge amount of uncharacterized protein sequences generated in the
post-genomic age, it is highly desirable to develop effective computational methods for …

Systems and Trans-System Level Analysis Identifies Conserved Iron Deficiency Responses in the Plant Lineage

EI Urzica, D Casero, H Yamasaki, SI Hsieh… - The Plant …, 2012 - academic.oup.com
We surveyed the iron nutrition-responsive transcriptome of Chlamydomonas reinhardtii
using RNA-Seq methodology. Presumed primary targets were identified in comparisons …

The transcriptional response of Arabidopsis leaves to Fe deficiency

J Rodríguez-Celma, IC Pan, W Li, P Lan… - Frontiers in Plant …, 2013 - frontiersin.org
Due to its ease to donate or accept electrons, iron (Fe) plays a crucial role in respiration and
metabolism, including tetrapyrrole synthesis, in virtually all organisms. In plants, Fe is a …