PBMC training data

This is the PBMC training dataset used for training Scaden models to perform deconvolution on PBMC RNA-seq datasets. It is compiled from four different PBMC scRNA-seq datasets downloaded from the 10X Genomics website (donorA, donorC, data6k, data8k).The datasets downloaded from 10X Genomics were processed and used to generate artificial bulk RNA-seq samples, which result in this dataset. A link to the 10X Genomics datasets site is provided.

搜集汇总

背景与挑战

背景概述

该数据集是用于训练Scaden模型进行PBMC RNA-seq数据去卷积分析的训练数据，由四个来自10X Genomics的PBMC scRNA-seq数据集编译并处理生成人工bulk RNA-seq样本。它具有明确的生物信息学应用背景，适用于知识表示和机器学习任务，采用CC BY 4.0许可证开放共享。