Transposon DNA sequences facilitate the tissue-specific horizontal transfer: te expression supplementary datasets

These datasets contain data on analyses of TE expression stability. Raw RNA seq counts were processed using DESeq2 R package. Low count genes and TEs were removed. Counts across samples were normalized for library sizes and log-transformed using 'regularized log' transformation. Batch norm...

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Hauptverfasser: Munevver Cinar, Martinez-Medina, Lourdes, Pavan K. Puvvula, Arakelyan, Arsen, Vardarajan, Badri N., Anthony, Neil, Ganji P. Nagaraju, Dongkyoo Park, Feng, Lei, Sheff, Faith, Mosunjac, Marina, Saxe, Debra, Flygare, Steven, Olatunji B. Alese, Kaufman, Jonathan, Lonial, Sagar, Sarmiento, Juan, Izidore S. Lossos, Vertino, Paula M., Lopez, Jose A., El-Rayes, Bassel, Bernal-Mizrachi, Leon
Format: Dataset
Sprache:eng
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Zusammenfassung:These datasets contain data on analyses of TE expression stability. Raw RNA seq counts were processed using DESeq2 R package. Low count genes and TEs were removed. Counts across samples were normalized for library sizes and log-transformed using 'regularized log' transformation. Batch normalization was performed on log-transformed data with ComBat function from sva R package. Expression variability (EV) of TEs and genes (probes) was estimated using the previously described method [1, 2]. 1. Bashkeel, N., Perkins, T.J., Kærn, M. et al. Human gene expression variability and its dependence on methylation and aging. BMC Genomics 20, 941 (2019). https://doi.org/10.1186/s12864-019-6308-7 2. Alemu EY, Carl JW Jr, Corrada Bravo H, Hannenhalli S. Determinants of expression variability. Nucleic Acids Res. 2014;42(6):3503-3514. doi:10.1093/nar/gkt1364 PC.zip - the results of TE expression and stability in prostate cancer. 0.PC.RlogMAD.pdf - count barplots for TE identified with MAD criteria 0.PC.RlogSD.pdf - count barplots for TE identified with SD criteria 0.PC.TE.rlogcpm.mad.xls -stability measures according MAD (median absolute deviance) criteria 0.PC.TE.rlogcpm.sd.xls - stability measures according SD criteria 0.PC_TE_bootstrap.pdf - TE expression stability PC.deseq.logCPM.csv - TE log transformed expression matrix PC.TE_count_table.csv - TE raw count matrix PC_Deseq2data.Rdata - R data object with deseq objet, raw and normalized counts MM.zip - the results of TE expression and stability in multiple myeloma. 0.MM.RlogMAD.pdf - count barplots for TE identified with MAD criteria 0.MM.RlogSD.pdf - count barplots for TE identified with SD criteria 0.MM_TE_bootstrap.pdf - TE expression stability MM.deseq.logCPM.csv - TE raw count matrix MM.rlog.mad.xlsx- stability measures according MAD (median absolute deviance) criteria MM.rlog.sd.xlsx - stability measures according MAD (median absolute deviance) criteria MM.TE_count_table.csv - TE raw count matrix Myeloma_Deseq2data.Rdata - R data object with deseq objet, raw and normalized counts
DOI:10.5281/zenodo.8005563