Preparation and analysis of RNA-seq libraries

LH Liangjiang Huang
SZ Song Zhang
JW Jun Wu
BG Baojie Guo
TG Tingting Gao
SS Sayed Zulfiqar Ali Shah
BH Bo Huang
YL Yajie Li
BZ Bo Zhu
JF Jiaqi Fan
LW Liu Wang
YX Yani Xiao
WL Wenjing Liu
YT Yao Tian
ZF Zhengyu Fang
YL Yingying Lv
LX Lingfeng Xie
SY Sheng Yao
GK Gaotan Ke
XH Xiaolin Huang
YH Ying Huang
YL Yujuan Li
YJ Yi Jia
ZL Zhongwen Li
GF Guihai Feng
YH Yan Huo
WL Wei Li
QZ Qi Zhou
JH Jie Hao
BH Baoyang Hu
HC Hong Chen
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Total RNA was extracted from IMRCs and UCMSCs using Trizol (Invitrogen, Waltham, MA, USA; 15596018). Subsequently, RNA-seq libraries were prepared with the NEBNext® UltraTM RNA Library Prep Kit for Illumina® and subjected to paired-end sequencing with 150 bp reads on an Illumina HiSeq X-Ten sequencer. After filtering the sequencing data, we utilized STAR to map them to the hg38 reference genome. Gene expression levels were estimated by counting the reads mapped to genomic or exon regions, and FPKM (Fragments per Kilobase per Million Mapped Fragments) was used. DESeq2 was employed for differential gene expression analysis, with criteria set as |log2-fold change | ≥1 and P value < 0.05. Principal Component Analysis (PCA) was performed using the DESeq2 package in R. Gene Ontology analysis for DEGs was conducted using DAVID (version 6.8). Heatmap analysis was carried out using the heatmap.2 functions in R.

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