[HTML][HTML] deFuse: an algorithm for gene fusion discovery in tumor RNA-Seq data

A McPherson, F Hormozdiari, A Zayed… - PLoS computational …, 2011 - journals.plos.org
Gene fusions created by somatic genomic rearrangements are known to play an important
role in the onset and development of some cancers, such as lymphomas and sarcomas …

SNVMix: predicting single nucleotide variants from next-generation sequencing of tumors

R Goya, MGF Sun, RD Morin, G Leung, G Ha… - …, 2010 - academic.oup.com
Motivation: Next-generation sequencing (NGS) has enabled whole genome and
transcriptome single nucleotide variant (SNV) discovery in cancer. NGS produces millions of …

Computational analysis of interactomes: Current and future perspectives for bioinformatics approaches to model the host–pathogen interaction space

R Arnold, K Boonen, MGF Sun, PM Kim - Methods, 2012 - Elsevier
Bacterial and viral pathogens affect their eukaryotic host partly by interacting with proteins of
the host cell. Hence, to investigate infection from a systems' perspective we need to …

[HTML][HTML] Evolution of biological interaction networks: from models to real data

MGF Sun, PM Kim - Genome biology, 2011 - Springer
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Diverse protein kinase interactions identified by protein microarrays reveal novel connections between cellular processes

J Fasolo, A Sboner, MGF Sun, H Yu… - Genes & …, 2011 - genesdev.cshlp.org
Protein kinases are key regulators of cellular processes. In spite of considerable effort, a full
understanding of the pathways they participate in remains elusive. We globally investigated …

Protein engineering by highly parallel screening of computationally designed variants

MGF Sun, MH Seo, S Nim, C Corbi-Verge, PM Kim - Science advances, 2016 - science.org
Current combinatorial selection strategies for protein engineering have been successful at
generating binders against a range of targets; however, the combinatorial nature of the …

Allosteric modulation of binding specificity by alternative packing of protein cores

M Ben-David, H Huang, MGF Sun… - Journal of molecular …, 2019 - Elsevier
Hydrophobic cores are often viewed as tightly packed and rigid, but they do show some
plasticity and could thus be attractive targets for protein design. Here we explored the role of …

[HTML][HTML] Network evolution: rewiring and signatures of conservation in signaling

MGF Sun, M Sikora, M Costanzo… - PLoS computational …, 2012 - journals.plos.org
The analysis of network evolution has been hampered by limited availability of protein
interaction data for different organisms. In this study, we investigate evolutionary …

[HTML][HTML] Data driven flexible backbone protein design

MGF Sun, PM Kim - PLoS Computational Biology, 2017 - journals.plos.org
Protein design remains an important problem in computational structural biology. Current
computational protein design methods largely use physics-based methods, which make use …

Study protocol and design for the assessment of paediatric pneumonia from X-ray images using deep learning

MGF Sun, S Saha, SA Shah, S Luz, H Nair, S Saha - BMJ Open, 2021 - bmjopen.bmj.com
Introduction In low-income and middle-income countries, pneumonia remains the leading
cause of illness and death in children< 5 years. The recommended tool for diagnosing …