Cloud computing for genomic data analysis and collaboration

B Langmead, A Nellore - Nature Reviews Genetics, 2018 - nature.com
Next-generation sequencing has made major strides in the past decade. Studies based on
large sequencing data sets are growing in number, and public archives for raw sequencing …

Spatially organized multicellular immune hubs in human colorectal cancer

K Pelka, M Hofree, JH Chen, S Sarkizova, JD Pirl… - Cell, 2021 - cell.com
Immune responses to cancer are highly variable, with mismatch repair-deficient (MMRd)
tumors exhibiting more anti-tumor immunity than mismatch repair-proficient (MMRp) tumors …

STING agonism reprograms tumor-associated macrophages and overcomes resistance to PARP inhibition in BRCA1-deficient models of breast cancer

Q Wang, JS Bergholz, L Ding, Z Lin, SK Kabraji… - Nature …, 2022 - nature.com
PARP inhibitors (PARPi) have drastically changed the treatment landscape of advanced
ovarian tumors with BRCA mutations. However, the impact of this class of inhibitors in …

The cancer genome atlas comprehensive molecular characterization of renal cell carcinoma

CJ Ricketts, AA De Cubas, H Fan, CC Smith, M Lang… - Cell reports, 2018 - cell.com
Renal cell carcinoma (RCC) is not a single disease, but several histologically defined
cancers with different genetic drivers, clinical courses, and therapeutic responses. The …

xCell: digitally portraying the tissue cellular heterogeneity landscape

D Aran, Z Hu, AJ Butte - Genome biology, 2017 - Springer
Tissues are complex milieus consisting of numerous cell types. Several recent methods
have attempted to enumerate cell subsets from transcriptomes. However, the available …

Comprehensive analysis of normal adjacent to tumor transcriptomes

D Aran, R Camarda, J Odegaard, H Paik… - Nature …, 2017 - nature.com
Histologically normal tissue adjacent to the tumor (NAT) is commonly used as a control in
cancer studies. However, little is known about the transcriptomic profile of NAT, how it is …

Atlas of clinically distinct cell states and ecosystems across human solid tumors

BA Luca, CB Steen, M Matusiak, A Azizi, S Varma… - Cell, 2021 - cell.com
Determining how cells vary with their local signaling environment and organize into distinct
cellular communities is critical for understanding processes as diverse as development …

Reproducible RNA-seq analysis using recount2

L Collado-Torres, A Nellore, K Kammers, SE Ellis… - Nature …, 2017 - nature.com
The advantage of using the recount2 version of GTEx data is that all data are identically
processed, therefore enabling integrated analyses of multiple datasets. To illustrate how …

[PDF][PDF] OncoLnc: linking TCGA survival data to mRNAs, miRNAs, and lncRNAs

J Anaya - PeerJ Computer Science, 2016 - peerj.com
OncoLnc is a tool for interactively exploring survival correlations, and for downloading
clinical data coupled to expression data for mRNAs, miRNAs, or long noncoding RNAs …

Integration of machine learning and genome-scale metabolic modeling identifies multi-omics biomarkers for radiation resistance

JE Lewis, ML Kemp - Nature Communications, 2021 - nature.com
Resistance to ionizing radiation, a first-line therapy for many cancers, is a major clinical
challenge. Personalized prediction of tumor radiosensitivity is not currently implemented …