Protein Sequence Analysis

Synthesizing retinal and neuronal images with generative adversarial nets

Published date : 04 Jul 2018

This paper aims at synthesizing multiple realistic-looking retinal (or neuronal) images from an unseen tubular structured annotation that contains the binary vessel (or neuronal) morphology. The generated phantoms are expected to preserve the same tubular structure, and resemble the visual appearance of the training images. Inspired by the recent progresses in generative adversarial nets (GANs) as well as image style transfer, our approach enjoys several advantages.

type
Journal Paper
journal
Medical Image Analysis, 2018 Jul 4;49:14-26. doi: 10.1016/j.media.2018.07.001
Impact Factor
5.356

Global update on the susceptibility of human influenza viruses to neuraminidase inhibitors and status of novel antivirals

Published date : 03 Jul 2018

A total of 13672 viruses, collected by World Health Organization recognised National Influenza Centres between May 2016 and May 2017, were assessed for neuraminidase inhibitor susceptibility by four WHO Collaborating Centres for Reference and Research on Influenza and one WHO Collaborating Centre for the Surveillance Epidemiology and Control of Influenza. The 50% inhibitory concentration (IC50) was determined for oseltamivir and zanamivir for all viruses, and for peramivir and laninamivir in a subset (n = 8457).

type
Journal Paper
journal
Antiviral Research 2018 Jul 3;157:38-46. doi: 10.1016/j.antiviral.2018.07.001
Impact Factor
4.307

Exome sequencing and rare variant analysis reveals multiple filaggrin mutations in Bangladeshi atopic eczema families and additional risk genes

Published date : 30 May 2018

Atopic eczema (AE) is a heterogeneous chronic inflammatory skin condition that affects approximately 15–20% of children worldwide (Nutten, 2015). The prevalence varies widely among different countries, between rural and urban areas within a single country, and particular Asian skin types are more sensitive to urban environments (Ben-Gashir et al., 2004; Krutmann et al., 2014; Nutten, 2015; Odhiambo et al., 2009).

type
Journal Paper
journal
Journal of Investigative Dermatology, May 2018, doi: 10.1016/j.jid.2018.05.013
Impact Factor
6.448

Discovering novel SNPs that are correlated with patient outcome in a Singaporean cancer patient cohort treated with gemcitabine-based chemotherapy

Published date : 11 May 2018

Background
Single Nucleotide Polymorphisms (SNPs) can influence patient outcome such as drug response and toxicity after drug intervention. The purpose of this study is to develop a systematic pathway approach to accurately and efficiently predict novel non-synonymous SNPs (nsSNPs) that could be causative to gemcitabine-based chemotherapy treatment outcome in Singaporean non-small cell lung cancer (NSCLC) patients.

type
Journal Paper
journal
BMC Cancer (2018), 18:555, doi: 10.1186/s12885-018-4471-x
Impact Factor
3.288

Inter-Species Host Gene Expression Differences in Response to Human and Avian Influenza A Virus Strains

Published date : 01 Nov 2017

Low pathogenic avian influenza (LPAI) viruses are a source of sporadic human infections and could also contribute to future pandemic outbreaks but little is known about inter-species differences in the host responses to these viruses. Here, we studied host gene expression signatures of cell lines from three species (human, chicken, and canine) in response to six different viruses (H1N1/WSN, H5N2/F59, H5N2/F118, H5N2/F189, H5N3 and H9N2).

type
Journal Paper
journal
International Journal of Molecular Sciences, Vol. 18, Issue 11, doi: 10.3390/ijms18112295
Impact Factor
3.226

HIV-1 subtype CRF01_AE and B differ in utilization of low levels of CCR5, Maraviroc susceptibility and potential N-glycosylation sites

Published date : 09 Oct 2017

HIV subtypes not only predominate in different geographical regions but also differ in key phenotypic characteristics. To determine if genotypic and/or phenotypic differences in the Envelope (Env) glycoprotein can explain subtype related differences, we cloned 37 full length Envs from Subtype B and AE HIV infected individuals from Singapore. Our data demonstrates that CRF01_AE Envs have lower Potential N Glycosylation Sites and higher risk of ×4 development. Phenotypically, CRF01_AE were less infectious than subtype B Envs in cells expressing low levels of CCR5.

type
Journal Paper
journal
Virology, 512, 2017 December, Pg 222-233, doi: 10.1016/j.virol.2017.09.02
Impact Factor
3.353

Prenylation of Viral Proteins by Enzymes of the Host: Virus-Driven Rationale for Therapy With Statins and FT/GGT1 Inhibitors

Published date : 08 Sep 2017

Intracellular bacteria were recently shown to employ eukaryotic prenylation system for modifying activity and ensuring proper intracellular localization of their own proteins. Following the same logic, the proteins of viruses may also serve as prenylation substrates.

type
Journal Paper
journal
BioEssays, 2017 Oct;39(10). doi: 10.1002/bies.201700014
Impact Factor
4.441

Genome-wide Analysis of Protein-Coding Variants in Leprosy

Published date : 22 Aug 2017

Although genome-wide association studies (GWAS) have greatly advanced our understanding on the contribution of common non-coding variants to leprosy susceptibility, protein-coding variants have not been systematically investigated. We carried out a three-stage genome-wide association study of protein-coding variants in 7,048 leprosy patients and 14,398 healthy controls of Han Chinese.

type
Journal Paper
journal
Journal of Investigative Dermatology, 2017, Aug 22, doi: 10.1016/j.jid.2017.08.004
Impact Factor
6.287

Benchmarking selected computational gene network growing tools in context of virus-host interactions

Published date : 19 Jul 2017

Several available online tools provide network growing functions where an algorithm utilizing different data sources suggests additional genes/proteins that should connect an input gene set into functionally meaningful networks. Using the well-studied system of influenza host interactions, we compare the network growing function of two free tools GeneMANIA and STRING and the commercial IPA for their performance of recovering known influenza A virus host factors previously identified from siRNA screens.

type
Journal Paper
journal
Scientific Reports, 2017 Jul 19;7(1):5805. doi: 10.1038/s41598-017-06020-6
Impact Factor
4.259

Systematic analysis of protein identity between Zika virus and other arthropod-borne viruses

Published date : 18 Jul 2017

Objective To analyse the proportions of protein identity between Zika virus and dengue, Japanese encephalitis, yellow fever, West Nile and chikungunya viruses as well as polymorphism between different Zika virus strains.

type
Journal Paper
journal
Bulletin of the World Health Organization, 2017, Jul 1: 95(7): Pg 517-525i
Impact Factor
4.939