Literature DB >> 33226625

Become Competent in Generating RNA-Seq Heat Maps in One Day for Novices Without Prior R Experience.

Kejin Hu1.   

Abstract

Heat map visualization of RNA-seq data is a commonplace task. However, most laboratories rely on bioinformaticians who are not always available. Biological scientists are afraid to prepare heat maps independently because R is a programming platform. Here, using RNA-seq data for 16 differentially expressed genes in WNT pathway between embryonic stem cells and fibroblasts, I share a tutorial for novices without any prior R experience to master the skills, in one day, required for preparation of heat maps using the pheatmap package. Procedures described include installation of R, RStudio, and the pheatmap package, as well as hands-on practices for some basic R commands, conversion of RNA-seq data frame to a numeric matrix suitable for generation of heat maps, and defining arguments for the pheatmap function to make a desired heat map. More than 20 template scripts are provided to generate heat maps and to control the dimensions and appearances of the heat maps.

Keywords:  Heat maps; Human embryonic stem cells; RNA-seq; RStudio; Tutorial; WNT pathways; pheatmap

Mesh:

Year:  2021        PMID: 33226625     DOI: 10.1007/978-1-0716-1084-8_17

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  6 in total

1.  Establishment and Analysis of a Combined Diagnostic Model of Alzheimer's Disease With Random Forest and Artificial Neural Network.

Authors:  Dazhong Sun; Haojun Peng; Zhibing Wu
Journal:  Front Aging Neurosci       Date:  2022-06-30       Impact factor: 5.702

2.  Become Competent within One Day in Generating Boxplots and Violin Plots for a Novice without Prior R Experience.

Authors:  Kejin Hu
Journal:  Methods Protoc       Date:  2020-09-23

3.  Identification, Analysis and Gene Cloning of the SWEET Gene Family Provide Insights into Sugar Transport in Pomegranate (Punica granatum).

Authors:  Xinhui Zhang; Sha Wang; Yuan Ren; Chengyan Gan; Bianbian Li; Yaoyuwei Fan; Xueqing Zhao; Zhaohe Yuan
Journal:  Int J Mol Sci       Date:  2022-02-23       Impact factor: 5.923

4.  NADH dehydrogenase subunit 1/4/5 promotes survival of acute myeloid leukemia by mediating specific oxidative phosphorylation.

Authors:  Ye Kuang; Chuanmei Peng; Yulin Dong; Jia Wang; Fanbin Kong; Xiaoqing Yang; Yang Wang; Hui Gao
Journal:  Mol Med Rep       Date:  2022-04-15       Impact factor: 3.423

5.  Quick, Coordinated and Authentic Reprogramming of Ribosome Biogenesis during iPSC Reprogramming.

Authors:  Kejin Hu
Journal:  Cells       Date:  2020-11-15       Impact factor: 6.600

6.  Identification of hub genes in thyroid carcinoma to predict prognosis by integrated bioinformatics analysis.

Authors:  Yangwang Pan; Linjing Wu; Shuai He; Jun Wu; Tong Wang; Hongrui Zang
Journal:  Bioengineered       Date:  2021-12       Impact factor: 3.269

  6 in total

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