Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Publicly accessible expression data produced by large consortium projects like TCGA and GTEx are increasing in number and size at an unprecedented rate. Their utility cannot be underestimated given the diversity of valuable tools widely used to interrogate these data and the many discoveries of biological and clinical significance already garnered from these datasets. However, there remain undiscovered ways to mine these rich resources and a continuing need to provide researchers with easily accessible and user-friendly applications for complex or bespoke analyses. We introduce TRanscriptome ANalysis of StratifiEd CohorTs (TRANSECT), a bioinformatics application automating the stratification and subsequent differential expression analysis of cohort data to provide further insights into gene regulation. TRANSECT works by defining two groups within a cohort based on disparate expression of a gene or a gene set and subsequently compares the groups for differences in global expression. Akin to reverse genetics minus the inherent requirement of or perturbations, cell lines or model organisms and all the while working within natural physiological limits of expression, TRANSECT compiles information about global transcriptomic change and functional outcomes. TRANSECT is freely available as a command line application or online at https://transect.au.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11992672PMC
http://dx.doi.org/10.1093/nargab/lqaf041DOI Listing

Publication Analysis

Top Keywords

transcriptome analysis
8
analysis stratified
8
stratified cohorts
8
cohorts transect
8
gene regulation
8
disparate expression
8
expression
6
transect
5
gene
5
transect enables
4

Similar Publications

Stabilizing the retromer complex rescues synaptic dysfunction and endosomal trafficking deficits in an Alzheimer's disease mouse model.

Acta Neuropathol Commun

September 2025

Department of Biomedical and Clinical Sciences and Department of Clinical Pathology, Linköping University, 58185, Linköping, Sweden.

Disruptions in synaptic transmission and plasticity are early hallmarks of Alzheimer's disease (AD). Endosomal trafficking, mediated by the retromer complex, is essential for intracellular protein sorting, including the regulation of amyloid precursor protein (APP) processing. The VPS35 subunit, a key cargo-recognition component of the retromer, has been implicated in neurodegenerative diseases, with mutations such as L625P linked to early-onset AD.

View Article and Find Full Text PDF

Exploring Differentially Expressed Genes and Understanding the Underlying Mechanisms in Glioblastoma.

Biochem Genet

September 2025

Department of Medical Biology, Cerrahpasa Faculty of Medicine, Istanbul University Cerrahpasa, Kocamustafapasa, 34098, Istanbul, Turkey.

Glioblastoma is the most aggressive and malignant tumor of the central nervous system. Current treatment options, including surgical excision, radiotherapy, and chemotherapy, have Limited efficacy, with a median survival rate of approximately 15 months. To develop novel therapeutics, it is crucial to understand the underlying molecular mechanisms driving glioblastoma.

View Article and Find Full Text PDF

Whole blood (WB) transcriptomics offers a minimal-invasive method to assess patients' immune system. This study aimed to identify transcriptional patterns in WB associated with clinical outcomes in patients treated with immune checkpoint inhibitors (ICIs). We performed RNA-sequencing on pre-treatment WB samples from 145 patients with advanced cancer.

View Article and Find Full Text PDF

Vascular sites have distinct susceptibility to atherosclerosis and aneurysm, yet the epigenomic and transcriptomic underpinning of vascular site-specific disease risk is largely unknown. Here, we performed single-cell chromatin accessibility (scATACseq) and gene expression profiling (scRNAseq) of mouse vascular tissue from three vascular sites. Through interrogation of epigenomic enhancers and gene regulatory networks, we discovered key regulatory enhancers to not only be cell type, but vascular site-specific.

View Article and Find Full Text PDF

Endothelial cell-ILC3 crosstalk via the ET-1/EDNRA axis promotes NKp46ILC3 glycolysis to alleviate intestinal inflammation.

Cell Mol Immunol

September 2025

Pediatric Intensive Care Unit, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences); Department of Immunology, School of Basic Medical Sciences; Department of Clinical Laboratory, the Third Affiliated Hospital of Southern Medical University, Southern Medical University, Gua

Communication between group 3 innate lymphoid cells (ILC3) and other immune cells, as well as intestinal epithelial cells, is pivotal in regulating intestinal inflammation. This study, for the first time, underscores the importance of crosstalk between intestinal endothelial cells (ECs) and ILC3. Our single-cell transcriptome analysis combined with protein expression detection revealed that ECs significantly increased the population of interleukin (IL)-22 ILC3 through interactions mediated by endothelin-1 (ET-1) and its receptor endothelin A receptor (EDNRA).

View Article and Find Full Text PDF