Biological Samples |
C57BL/6J (8 weeks) |
The Jackson Laboratory |
https://www.jax.org/ |
C57BL/6J (26 weeks) |
The Jackson Laboratory |
https://www.jax.org/ |
C57BL/6J (60 weeks) |
The Jackson Laboratory |
https://www.jax.org/ |
C57BL/6J (78 weeks) |
The Jackson Laboratory |
https://www.jax.org/ |
C57BL/6J (104 weeks) |
The Jackson Laboratory |
https://www.jax.org/ |
Critical Commercial Assays |
NucleoSpin RNA kits |
Macherey-Nagel |
740406.50 |
Antisense Oligo |
IDT |
https://sg.idtdna.com/pages |
TRI Reagent |
Sigma-Aldrich |
T9424 |
Deposited Data |
RNA-seq raw data are available at NGDC (https://bigd.big.ac.cn/) under the BioProject accession number PRJCA002140 |
This paper |
NGDC: PRJCA002140 |
Experimental Models: Organisms/Strains |
Mouse: C57BL/6J |
The Jackson Laboratory |
https://www.jax.org/ |
Software and Algorithms |
Quality control of RNA-seq: fastqc v.0.11.2 |
Andrews, 2010 |
http://www.bioinformatics.babraham.ac.uk/projects/fastqc/ |
RNA-seq Mapping: STAR v.2.6.0c |
Dobin et al., 2013 |
https://github.com/alexdobin/STAR |
Counting reads: featureCounts v.1.6.3 |
Liao et al., 2014 |
http://subread.sourceforge.net/ |
R system: R v3.4.5 |
N/A |
https://cran.r-project.org/ |
Programming environment of R: RStudio v1.2.5001 |
N/A |
https://rstudio.com/ |
Differential gene expression analysis: limma v.3.34.9 |
Law et al., 2016 |
https://bioconductor.org/packages/release/bioc/html/limma.html |
Differential gene expression analysis: edgeR v.3.20.9 |
Robinson et al., 2010. |
https://bioconductor.org/packages/release/bioc/html/edgeR.html |
Functional annotation: DAVID v.6.8 |
Huang et al., 2009 |
https://david.ncifcrf.gov/ |
Gene expression interaction: Hmisc v.4.2 |
Harrell, 2019 |
https://cran.r-project.org/web/packages/Hmisc/index.html |
Network cluster: igraph v.1.2.4.1 |
Csardi and Nepusz, 2006 |
https://igraph.org/redirect.html |
Network Dynamic Visualizations: ndtv v.0.12.3 |
Bender-deMoll, 2016 |
https://github.com/statnet/ndtv |
Data visualization: ggplot2 v.3.2.0 |
Wickham, 2016 |
https://ggplot2.tidyverse.org/ |
Data visualization: gplots v.3.0.1.1 |
Warnes et al., 2019 |
https://cran.r-project.org/web/packages/gplots/index.html |
Data visualization: ComplexHeatmap v.2.1.0 |
Gu et al., 2016 |
https://github.com/jokergoo/ComplexHeatmap |
Data visualization: pheatmap v.1.0.12 |
Kolde, 2019 |
https://github.com/raivokolde/pheatmap |