[HTML][HTML] A systematic review of computational approaches to understand cancer biology for informed drug repurposing

F Ahmed, A Samantasinghar, AM Soomro, S Kim… - Journal of Biomedical …, 2023 - Elsevier
Cancer is the second leading cause of death globally, trailing only heart disease. In the
United States alone, 1.9 million new cancer cases and 609,360 deaths were recorded for …

[HTML][HTML] Cell-of-origin patterns dominate the molecular classification of 10,000 tumors from 33 types of cancer

KA Hoadley, C Yau, T Hinoue, DM Wolf, AJ Lazar… - Cell, 2018 - cell.com
We conducted comprehensive integrative molecular analyses of the complete set of tumors
in The Cancer Genome Atlas (TCGA), consisting of approximately 10,000 specimens and …

The chromatin accessibility landscape of primary human cancers

MR Corces, JM Granja, S Shams, BH Louie… - Science, 2018 - science.org
INTRODUCTION Cancer is one of the leading causes of death worldwide. Although the 2%
of the human genome that encodes proteins has been extensively studied, much remains to …

Clinical and genomic characterization of treatment-emergent small-cell neuroendocrine prostate cancer: a multi-institutional prospective study

R Aggarwal, J Huang, JJ Alumkal, L Zhang… - Journal of Clinical …, 2018 - ascopubs.org
Purpose The prevalence and features of treatment-emergent small-cell neuroendocrine
prostate cancer (t-SCNC) are not well characterized in the era of modern androgen receptor …

Deep learning of pharmacogenomics resources: moving towards precision oncology

YC Chiu, HIH Chen, A Gorthi, M Mostavi… - Briefings in …, 2020 - academic.oup.com
The recent accumulation of cancer genomic data provides an opportunity to understand how
a tumor's genomic characteristics can affect its responses to drugs. This field, called …

The UCSC Xena platform for public and private cancer genomics data visualization and interpretation

M Goldman, B Craft, M Hastie, K Repečka, F McDade… - biorxiv, 2018 - biorxiv.org
UCSC Xena is a visual exploration resource for both public and private omics data,
supported through the web-based Xena Browser and multiple turn-key Xena Hubs. This …

Integrated molecular characterization of testicular germ cell tumors

H Shen, J Shih, DP Hollern, L Wang, R Bowlby… - Cell reports, 2018 - cell.com
We studied 137 primary testicular germ cell tumors (TGCTs) using high-dimensional assays
of genomic, epigenomic, transcriptomic, and proteomic features. These tumors exhibited …

[HTML][HTML] Genomic, pathway network, and immunologic features distinguishing squamous carcinomas

JD Campbell, C Yau, R Bowlby, Y Liu, K Brennan… - Cell reports, 2018 - cell.com
Summary This integrated, multiplatform PanCancer Atlas study co-mapped and identified
distinguishing molecular features of squamous cell carcinomas (SCCs) from five sites …

Predicting drug response of tumors from integrated genomic profiles by deep neural networks

YC Chiu, HIH Chen, T Zhang, S Zhang, A Gorthi… - BMC medical …, 2019 - Springer
Background The study of high-throughput genomic profiles from a pharmacogenomics
viewpoint has provided unprecedented insights into the oncogenic features modulating drug …

Integrated genomic profiling expands clinical options for patients with cancer

N Beaubier, M Bontrager, R Huether, C Igartua… - Nature …, 2019 - nature.com
Genomic analysis of paired tumor–normal samples and clinical data can be used to match
patients to cancer therapies or clinical trials. We analyzed 500 patient samples across …