数据质控报告
1 测序reads统计
测序reads统计如下表:
表1 测序数据统计
Type | Values |
---|---|
Number of Reads | XXX |
Valid Barcodes | XXX |
Valid UMIs | XXX |
注:
Number of Reads:reads总数;
Valid Barcodes:包含有效Barcode的reads数 ;
Valid UMIs:包含有效UMIs的reads数。
2 数据比对
比对结果统计如下表:
表2 比对结果统计
Type | Values |
---|---|
Reads Mapped to Genome | XXX |
Reads Mapped Confidently to Genome | XXX |
Reads Mapped Confidently to Intergenic Regions | XXX |
Reads Mapped Confidently to Intronic Regions | XXX |
Reads Mapped Confidently to Exonic Regions | XXX |
Reads Mapped Confidently to Transcriptome | XXX |
注:
Reads Mapped to Genomes:比对到参考基因组上的Reads在总Reads中占的比例;
Reads Mapped Confidently to Genome:比对到参考基因组并得到转录本GTF信息支持的Reads在总Reads中占的比例;
Reads Mapped Confidently to Intergenic Regions:比对到基因间区域的Reads在总Reads中占的比例;
Reads Mapped Confidently to Intronic Regions:比对到内含子区域的Reads在总Reads中占的比例;
Reads Mapped Confidently to Exonic Regions:比对到外显子区域的Reads在总Reads中占的比例;
Reads Mapped Confidently to Transcriptome:比对到已知参考转录本的Reads在总Reads中占的比例。
3 分析统计
Cell分析统计如下:
表3 Cell统计
Type | Values |
Estimated Number of Cells | XXX |
Median UMI Counts per Cell | XXX |
Median Genes per Cell | XXX |
Total Genes Detected | XXX |
Sequencing Saturation | XXX |
Fraction Reads in Cells | XXX |
注:
Estimated Number of Cells:检测到的细胞数;
Median UMI Counts per Cell:每个cell的UMI中位数;
Median Genes per Cell:每个cell中基因的中位数;
Total Genes Detected:基因总数;
Sequencing Saturation:测序饱和度;
Fraction Reads in Cells:过滤后细胞reads数占总reads数比例。
图2 Barcode rank统计图