方法學(xué)前半部分
sample collection
6個(gè)配對sample:化療前VS 化療后
RNA extraction
1.細(xì)胞提取/溶解
2.提取RNA:RNeasy Kit
library construction and sequencing
1.RNA QC:2100 Bioanalyzer( RNA Integrity Number (RIN) ≥8)
2.RNA定量: NanoDrop 2000
3.建庫: TruSeq? RNA Library Prep Kit v2
4.測序:HiSeq 2500:2x150 bp PE
filtering
篩選三原則:
- reads with adaptor
2.N堿基占了5%以上的read
3.low-quality reads (低質(zhì)量read定義:Phred Quality<19的bases占了15%以上)
DEGs
1.FPKM: 出去測序深度及基因長度的影響
2.false discovery rate ≤ 0.05 and fold change ≥ 2
比對和豐度評估
程序:tophat/ Cufflinks
參考:轉(zhuǎn)錄組和hg19基因組