人类基因DNA/RNA链综合大模型数据集

该数据集涵盖DNA/RNA测序、基因变异分析、基因表达水平评估等多方面的数据，具体包括：DNA序列（后四位）：记录基因的DNA序列信息；序列长度：DNA序列的长度；mRNA序列（后四位）：记录转录本mRNA的序列信息；基因位置：基因在染色体上的位置；基因功能：基因的功能描述；测序技术：用于获取基因或RNA数据的测序技术；基因表达：记录基因的表达水平；变异信息：记录基因组中的突变信息；变异注释：对基因变异的功能影响进行注释；、蛋白质互作网络：基因所编码的蛋白质与其他蛋白质的相互作用信息；DNA甲基化信息：记录DNA的甲基化状态；组蛋白修饰：记录组蛋白的修饰信息；临床表型信息：记录相关的临床特征；疾病关联：记录基因或变异与特定疾病的关联。This dataset covers multi-faceted data including DNA/RNA sequencing, genetic variant analysis, gene expression level evaluation, and other related fields. The specific data types are as follows: - DNA sequence (last four bases): Records the DNA sequence information of genes; - Sequence length: The length of the DNA sequence; - mRNA sequence (last four bases): Records the sequence information of mRNA transcripts; - Gene location: The position of the gene on the chromosome; - Gene function: Functional description of the gene; - Sequencing technology: The sequencing technique used to obtain gene or RNA data; - Gene expression: Records the expression level of genes; - Variant information: Records mutation information in the genome; - Variant annotation: Annotates the functional impact of genetic variants; - Protein interaction network: Interaction information between the protein encoded by the gene and other proteins; - DNA methylation information: Records the methylation status of DNA; - Histone modification: Records the modification information of histones; - Clinical phenotype information: Records relevant clinical characteristics; - Disease association: Records the association between genes or variants and specific diseases.

搜集汇总

背景与挑战

背景概述

该数据集是一个综合性的人类基因DNA/RNA链大模型数据集，主要用于个性化诊疗决策和遗传学研究。它涵盖了DNA/RNA测序、基因变异分析、基因表达水平评估等多维度数据，包括序列信息、变异注释和临床表型等关键内容。数据集以excel格式提供，技术焦点集中在基因序列、基因定位和疾病关联方面，为精准医疗和生物医学研究提供基础数据支持。