Data files

Aligned sequencing data is available in the NCBI Sequence Read Archive (SRA, https://www.ncbi.nlm.nih.gov/sra/) under accession SRP095082. Variants were called using GATK HaplotypeCaller (version 3.6). After joint performing joint genotyping multi-sample vcf file was generated. Next, SNPs and indels were extracted into two different vcf files and specific set of filters were applied for each case.

This is the submission accompanying raw result files for multiple-layer SOM (ml-SOM) analysis for the paper "Transcriptome patterns of BRCA1- and BRCA2- mutated breast and ovarian cancers".

The dataset contains the results of the ml-SOM analysis of RNA-sequencing data from TCGA-OV (ovarian cancer) and TCGA-BRCA (breast cancer) projects.

The dataset is organized as follows:

Folder "12.BC.40 - Results" - ml-SOM analysis of TCGA-BRCA (breast cancer) dataset Folder "12.OV.40 - Results" - ml-SOM ...

oposSOM is a comprehensive data analysis software combining diversity analyses, biomarker selection, functional information mining, and visualization to the machine learning based ‘high-dimensional data portraying’.

Single-cell RNA sequencing of residual cells from 24 CAR T-cell infusion products.

nuc_ctDNA_process ImageJ 1.x macros and Matlab code for processing 3D nuclear classification and quantification. This repo is designed to help you recreate the methods use in the associated publication. Please don't hesitate to contact if you have questions. Happy to debug, update, etc if there's need.

Lif files: Use ImageJ 1.x macro in fiji folder to process lif files for subsequent ilastik and Matlab processing. Works with 3 channel data (DAPI, DIC, Rh-Red-X) and 4 channel data (DAPI, Cy5, ...

Bud dormancy is a critical survival strategy for perennial plants in temperate climates to endure winter, involving complex transcriptional reprogramming. While previous studies have investigated gene expression during discrete phases of the grapevine bud annual cycle, a holistic understanding requires an integrated, season-wide analysis. We conducted a meta-analysis by combining and reexamining the transcriptomic data from two seminal studies on grapevine bud development. Using Self-Organizing ...

The cited in the main text supporting Supplementary Figures and Data can be downloaded at https://doi.org/10.5281/zenodo.15624414 and the datasets can be downloaded using the following accession numbers GSE272168 for the left ventricle RNAseq dataset and GSE300189 for the right ventricle RNAseq dataset. Any additional datasets used and/or analyzed in this study are available from the corresponding authors upon request at the reasonable timeframe. Preprocessed raw gene expression count matrices ...