[HTML][HTML] Applications of single-cell RNA sequencing in drug discovery and development

B Van de Sande, JS Lee, E Mutasa-Gottgens… - Nature Reviews Drug …, 2023 - nature.com
Single-cell technologies, particularly single-cell RNA sequencing (scRNA-seq) methods,
together with associated computational tools and the growing availability of public data …

[HTML][HTML] A guide to systems-level immunomics

L Bonaguro, J Schulte-Schrepping, T Ulas… - Nature …, 2022 - nature.com
The immune system is highly complex and distributed throughout an organism, with
hundreds to thousands of cell states existing in parallel with diverse molecular pathways …

Germline variants associated with toxicity to immune checkpoint blockade

S Groha, SA Alaiwi, W Xu, V Naranbhai, AH Nassar… - Nature medicine, 2022 - nature.com
Immune checkpoint inhibitors (ICIs) have yielded remarkable responses but often lead to
immune-related adverse events (irAEs). Although germline causes for irAEs have been …

[HTML][HTML] Genomic and molecular landscape of DNA damage repair deficiency across the cancer genome atlas

TA Knijnenburg, L Wang, MT Zimmermann… - Cell reports, 2018 - cell.com
DNA damage repair (DDR) pathways modulate cancer risk, progression, and therapeutic
response. We systematically analyzed somatic alterations to provide a comprehensive view …

A pathology atlas of the human cancer transcriptome

M Uhlen, C Zhang, S Lee, E Sjöstedt, L Fagerberg… - Science, 2017 - science.org
INTRODUCTION Cancer is a leading cause of death worldwide, and there is great need to
define the molecular mechanisms driving the development and progression of individual …

[HTML][HTML] recount3: summaries and queries for large-scale RNA-seq expression and splicing

C Wilks, SC Zheng, FY Chen, R Charles, B Solomon… - Genome biology, 2021 - Springer
We present recount3, a resource consisting of over 750,000 publicly available human and
mouse RNA sequencing (RNA-seq) samples uniformly processed by our new Monorail …

[HTML][HTML] New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx

M Mounir, M Lucchetta, TC Silva, C Olsen… - PLoS computational …, 2019 - journals.plos.org
The advent of Next-Generation Sequencing (NGS) technologies has opened new
perspectives in deciphering the genetic mechanisms underlying complex diseases …

[HTML][HTML] Massive mining of publicly available RNA-seq data from human and mouse

A Lachmann, D Torre, AB Keenan, KM Jagodnik… - Nature …, 2018 - nature.com
RNA sequencing (RNA-seq) is the leading technology for genome-wide transcript
quantification. However, publicly available RNA-seq data is currently provided mostly in raw …

[HTML][HTML] Large-scale topological changes restrain malignant progression in colorectal cancer

SE Johnstone, A Reyes, Y Qi, C Adriaens, E Hegazi… - Cell, 2020 - cell.com
Widespread changes to DNA methylation and chromatin are well documented in cancer, but
the fate of higher-order chromosomal structure remains obscure. Here we integrated …

[HTML][HTML] A practical guide to methods controlling false discoveries in computational biology

K Korthauer, PK Kimes, C Duvallet, A Reyes… - Genome biology, 2019 - Springer
Background In high-throughput studies, hundreds to millions of hypotheses are typically
tested. Statistical methods that control the false discovery rate (FDR) have emerged as …