Computational analysis of cancer genome sequencing data

I Cortés-Ciriano, DC Gulhan, JJK Lee… - Nature Reviews …, 2022 - nature.com
Distilling biologically meaningful information from cancer genome sequencing data requires
comprehensive identification of somatic alterations using rigorous computational methods …

Standardizing digital biobanks: integrating imaging, genomic, and clinical data for precision medicine

V Brancato, G Esposito, L Coppola, C Cavaliere… - Journal of Translational …, 2024 - Springer
Advancements in data acquisition and computational methods are generating a large
amount of heterogeneous biomedical data from diagnostic domains such as clinical …

Robustness of cancer microbiome signals over a broad range of methodological variation

GD Sepich-Poore, D McDonald, E Kopylova… - Oncogene, 2024 - nature.com
In 2020, we identified cancer-specific microbial signals in The Cancer Genome Atlas
(TCGA). Multiple peer-reviewed papers independently verified or extended our findings …

Cancer aneuploidies are shaped primarily by effects on tumour fitness

J Shih, S Sarmashghi, N Zhakula-Kostadinova… - Nature, 2023 - nature.com
Aneuploidies—whole-chromosome or whole-arm imbalances—are the most prevalent
alteration in cancer genomes,. However, it is still debated whether their prevalence is due to …

ZBP1 not RIPK1 mediates tumor necroptosis in breast cancer

JY Baik, Z Liu, D Jiao, HJ Kwon, J Yan… - Nature …, 2021 - nature.com
Tumor necrosis happens commonly in advanced solid tumors. We reported that necroptosis
plays a major role in tumor necrosis. Although several key necroptosis regulators including …

SUCLG1 restricts POLRMT succinylation to enhance mitochondrial biogenesis and leukemia progression

W Yan, C **e, S Sun, Q Zheng, J Wang, Z Wang… - The EMBO …, 2024 - embopress.org
Mitochondria are cellular powerhouses that generate energy through the electron transport
chain (ETC). The mitochondrial genome (mtDNA) encodes essential ETC proteins in a …

Uniform genomic data analysis in the NCI Genomic Data Commons

Z Zhang, K Hernandez, J Savage, S Li, D Miller… - Nature …, 2021 - nature.com
The goal of the National Cancer Institute's (NCI's) Genomic Data Commons (GDC) is to
provide the cancer research community with a data repository of uniformly processed …

Multiomic integration of public oncology databases in bioconductor

M Ramos, L Geistlinger, S Oh, L Schiffer… - JCO clinical cancer …, 2020 - ascopubs.org
PURPOSE Investigations of the molecular basis for the development, progression, and
treatment of cancer increasingly use complementary genomic assays to gather multiomic …

A comprehensive review on recent approaches for cancer drug discovery associated with artificial intelligence

S Pandiyan, L Wang - Computers in Biology and Medicine, 2022 - Elsevier
Through the revolutionization of artificial intelligence (AI) technologies in clinical research,
significant improvement is observed in diagnosis of cancer. Utilization of these AI …

Removing unwanted variation from large-scale RNA sequencing data with PRPS

R Molania, M Foroutan, JA Gagnon-Bartsch… - Nature …, 2023 - nature.com
Accurate identification and effective removal of unwanted variation is essential to derive
meaningful biological results from RNA sequencing (RNA-seq) data, especially when the …