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Han-Yu Chuang

Researcher at Illumina

Publications -  47
Citations -  5773

Han-Yu Chuang is an academic researcher from Illumina. The author has contributed to research in topics: Biology & Cancer. The author has an hindex of 18, co-authored 36 publications receiving 5296 citations. Previous affiliations of Han-Yu Chuang include National Taiwan University & University of California.

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Network-based classification of breast cancer metastasis.

TL;DR: A protein‐network‐based approach is applied that identifies markers not as individual genes but as subnetworks extracted from protein interaction databases, which provide novel hypotheses for pathways involved in tumor progression.
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Inferring pathway activity toward precise disease classification.

TL;DR: It is shown that classifiers using pathway activity achieve better performance than classifiers based on individual gene expression, for both simple and complex case-control studies including differentiation of perturbed from non-perturbed cells and subtyping of several different kinds of cancer.
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A reference data set of 5.4 million phased human variants validated by genetic inheritance from sequencing a three-generation 17-member pedigree

TL;DR: Analysis of 334,652 SNVs revealed that the majority of these variants are de novo and cell-line mutations or reside within previously unidentified duplications and deletions, which are a resource for objective assessment of the accuracy of variant calls throughout genomes.
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A Decade of Systems Biology

TL;DR: The state of the field is reviewed with a focus on four emerging applications of systems biology likely to be of particular importance during the decade to follow: pathway-based biomarkers, global genetic interaction maps, systems approaches to identify disease genes, and stem cell systems biology.