结直肠癌数据分析

结直肠癌，是发生在结肠或直肠的恶性肿瘤。它是全球范围内最常见的恶性肿瘤之一，其发病率和死亡率均较高。本产品提供DNA、RNA的分析流程以及单细胞的分析流程。其中DNA包含点突变、结构变异、融合分析、CNV变异分析。RNAseq除了基因表达差异外，还包括新转录本发现、等位基因特异性表达、转录本和非编码RNA的相互作用。单细胞分析包括细胞类别鉴定、细胞间通讯、单细胞轨迹分析、转录因子的分析。

Colorectal cancer (CRC) is a malignant tumor occurring in the colon or rectum. It is one of the most common malignant tumors worldwide, with high incidence and mortality rates. This dataset provides analytical workflows for DNA, RNA and single-cell samples. Specifically, DNA analysis covers point mutation detection, structural variation analysis, fusion gene analysis and copy number variation (CNV) analysis. RNA-seq analysis includes not only differential gene expression analysis, but also novel transcript discovery, allele-specific expression analysis, and interaction analysis between transcripts and non-coding RNAs. Single-cell analysis encompasses cell type identification, intercellular communication analysis, single-cell trajectory analysis and transcription factor analysis.

搜集汇总

背景与挑战

背景概述

该数据集提供结直肠癌的DNA、RNA和单细胞分析流程，涵盖多种变异分析和基因表达研究，适用于癌症研究和生物信息学分析。