胰腺癌数据分析

胰腺癌是一种起源于胰腺导管上皮及腺泡细胞的恶性肿瘤。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。Pancreatic cancer is a malignant tumor originating from the pancreatic ductal epithelium and acinar cells. This analytical resource provides workflows for DNA, RNA and single-cell analysis. Specifically, DNA analysis covers point mutation detection, structural variant analysis, fusion gene analysis and copy number variation (CNV) analysis. In addition to differential gene expression analysis, RNAseq workflows also include de novo transcript discovery, allele-specific expression analysis, and interactions between transcripts and non-coding RNAs. Single-cell analysis encompasses cell type identification, cell-cell communication analysis, single-cell trajectory analysis and transcription factor analysis.

搜集汇总

背景与挑战

背景概述

该数据集提供胰腺癌相关的多组学分析数据，包括DNA层面的突变分析、RNA层面的表达分析以及单细胞层面的细胞特征分析，适用于癌症研究领域。