2 质量控制[Quality control]

测序质量 Sequencing Quality

Phred Quality Score(\(Q\) 可以衡量测序过程中read每个碱基的质量。\(P\)代表该碱基被测序错误的概率,\(Q\) 是与错误概率\(P\)呈对数相关的属性。 公式为 :
Phred quality score is a measure of the quality of the identification of the nucleobases generated by automated DNA sequencing. The Phred quality scores \(Q\) are defined as a property which is logarithmically related to the base-calling error probabilities \(P\). The formular is :

\[Q=-10 log_{10}{P}\]

下表总结了测序质量分数和GC含量。
The following table summarize the sequencing quality scores and GC content.

Table 2.1: 样本测序质量[Summary of sequencing quality by samples]
Sample RawReads Q30 Q20 GC
C1 16170615,16170615 93.71%,92.41% 97.30%,96.37% 51.16%,51.68%
C2 19463703,19463703 94.37%,92.98% 97.75%,96.70% 51.36%,51.87%
C3 16178102,16178102 94.33%,91.96% 97.73%,96.27% 51.90%,52.56%
T1 16125093,16125093 93.71%,92.35% 97.25%,96.32% 51.41%,51.99%
T2 16668850,16668850 94.40%,92.84% 97.78%,96.66% 51.20%,51.67%
T3 20907830,20907830 94.40%,92.52% 97.75%,96.41% 51.61%,52.28%

分列信息 Column Descriptions

Sample : 样本名[The sample Name/ID]
RawReads : 测序原始读数总数[Total number of sequenced raw reads]
Q30 : 符合 Q30 核苷酸百分比[Percentage of nucleotides passed Q30] (Q30: error rate=1/1000)
Q20 : 符合 Q20 核苷酸百分比[Percentage of nucleotides passed Q20] (Q20: error rate=1/100)
GC : GC 含量百分比[Percentage of GC content]

(R1,R2 表示双端测序的末端配对[R1,R2 indicate two mates for paired-end data])

2.1 C1_R1

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.2 C1_R2

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.3 C2_R1

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.4 C2_R2

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.5 C3_R1

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.6 C3_R2

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.7 T1_R1

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.8 T1_R2

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.9 T2_R1

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.10 T2_R2

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.11 T3_R1

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary

2.12 T3_R2

  • Phred箱形图[PhredBoxplot] : jpg

  • Fastqc : summary