前列腺癌数据分析

前列腺癌是男性生殖系统中常见的恶性肿瘤，其发病率随年龄增长而上升。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。

Prostate cancer is a common malignant tumor of the male reproductive system, with its incidence increasing with age. This dataset provides analytical workflows for DNA, RNA and single-cell data. Specifically, DNA analysis covers point mutations, structural variations, fusion gene analysis and copy number variation (CNV) analysis. For RNA sequencing (RNA-seq), in addition to differential gene expression analysis, it includes de novo transcript discovery, allele-specific expression analysis, and interactions between transcripts and non-coding RNAs. Single-cell data analysis encompasses cell type identification, cell-cell communication analysis, single-cell trajectory inference and transcription factor analysis.

搜集汇总

背景与挑战

背景概述

该数据集专注于前列腺癌的分子水平分析，提供DNA、RNA和单细胞三个层面的详细分析流程，涵盖突变检测、基因表达和细胞特性等多个研究维度，适用于前列腺癌的深入研究和诊断支持。