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 分類: 智能制造

數(shù)據(jù)相關(guān)統(tǒng)計

表1 測序Reads統(tǒng)計

Type Number Percent(%)
Number of Reads 1,338,426,735
Valid Barcodes 1,262,816,067 94.35?
Valid UMIs ?1,329,064,839? 99.3?
Final Valid Reads 1,262,615,019 94.34?

?表1 note說明

Number of Reads:Reads總數(shù);

Valid Barcodes:包含有效Barcode的Reads數(shù);

Valid UMIs:包含有效UMIs的Reads數(shù);

Final Valid Reads:同時包含有效barcode與UMI的最終Reads數(shù)。

表2 數(shù)據(jù)比對

Type Percent(%)
Reads Mapped to Genome 97.63%
Reads Mapped Confidently to Genome 91.24%
Reads?Mapped?Confidently?to?Intergenic?Regions 5.49%
Reads Mapped Confidently to Intronic Regions 6.09%
Reads Mapped Confidently to Exonic Regions 79.66%
Reads Mapped Confidently to Transcriptome 81.42%

?表2 note說明

Reads Mapped to Genomes:比對到參考基因組上的Reads在總Reads中占的比例;

Reads Mapped Confidently to Genome:比對到參考基因組并得到轉(zhuǎn)錄本GTF信息支持的Reads在總Reads中占的比例;

Reads Mapped Confidently to Intergenic Regions:比對到基因間區(qū)域的Reads在總Reads中占的比例;

Reads Mapped Confidently to Intronic Regions:比對到內(nèi)含子區(qū)域的Reads在總Reads中占的比例;

Reads Mapped Confidently to Exonic Regions:比對到外顯子區(qū)域的Reads在總Reads中占的比例;

Reads Mapped Confidently to Transcriptome:比對到已知參考轉(zhuǎn)錄本的Reads在總Reads中占的比例。

Spots相關(guān)統(tǒng)計

Summary

表3 Spots統(tǒng)計

Tpyes Values
Sequencing Saturation 88.33%
Percent of Spots Under Tissue 39.00%
Fraction Reads in Spots Under Tissue 85.71%

?表3 note說明

Sequencing Saturation:測序飽和度;

Percent of Spots Under Tissue:切片組織下Spots的比例;

Fraction Reads in Spots Under Tissue:切片組織下Reads的比例。

表4 不同水平Spots統(tǒng)計

Level 13 (100μm) 7 (50μm) 6 (42μm) 5 (35μm) 4 (27μm) 3 (20μm) ?2(10μm) 1 (5μm)
Number of SupSpots 1,991 7,357 10,263 15,315 25,227 49,148 133,376 724,620
Median Genes per SupSpot 8,787 4,377 3,566 2,740 1,929 1,160 498 106
Median UMI Counts per SupSpot 46,584 12,475 8,975 6,021 3,642 1,840 655 120
Total Genes Detected 37,427 37,421 37,419 37,423 37,422 37,419 37,422 37,423

?表4 note說明

Level:分辨率水平;

Number of SupSpots:一個或多個spot合并成的supspot個數(shù);

Median Genes per SupSpot:每個SupSpot中基因數(shù)目的中位數(shù);

Median UMI Counts per SupSpot:每個SupSpot的UMI中位數(shù);

Total Genes Detected:基因總數(shù)。

組織切片HE染色圖

圖1 組織切片HE染色圖

組織umi-count統(tǒng)計圖

圖2 組織UMI count統(tǒng)計圖

 

 

?分辨率水平說明

supspot level與spot點數(shù)圖

supspot level分辨率表

SupSpot Level 分辨率 Spot點數(shù)
13 100μm 469
7 50μm 127
6 42μm 91
5 35μm 61
4 27μm 37
3 20μm 19
2 10μm 7
1 5μm 1

 

聚類分析

l13-cluster聚類圖

l7-cluster聚類圖

l5-cluster聚類圖

細胞分割

Summary

表5 細胞分割統(tǒng)計

Type Value
Number of Cells 137,671
Median Genes per Cells 645
Median UMI Counts per Cells 870
Total Genes Detected 37,319

?表5 note說明

Number of Cells:分割得到的細胞數(shù);

Median Genes per Cells:每個細胞中基因數(shù)目的中位數(shù);

Median UMI Counts per Cells:細胞的UMI中位數(shù);

Total Genes Detected:基因總數(shù)。

組織切片熒光圖

組織切片he分割圖

組織切片熒光分割圖

細胞分割聚類圖

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