Plasma-free samples for transcriptomic analysis: a potential alternative to whole blood samples
bioRxiv (Cold Spring Harbor Laboratory)(2023)
摘要
RNA sequencing (RNAseq) technology has become increasingly important in precision medicine and clinical diagnostics and emerged as a powerful tool for identifying protein-coding genes, performing differential gene analysis, and inferring immune cell composition. Human peripheral blood samples are widely used for RNAseq, providing valuable insights into individual biomolecular information. Blood samples can be classified as whole blood (WB), plasma, serum, and remaining sediment samples, including plasma-free blood (PFB) and serum-free blood (SFB) samples. However, the feasibility of using PFB and SFB samples for transcriptome analysis remains unclear. In this study, we aimed to assess the viability of employing PFB or SFB samples as substitute RNA sources in transcriptomic analysis and performed a comparative analysis of WB, PFB, and SFB samples for different applications. Our results revealed that PFB samples exhibit greater similarity to WB samples in terms of protein-coding gene expression patterns, differential expression gene profiling, and immunological characterizations, suggesting that PFB can be a viable alternative for transcriptomic analysis. This contributes to the optimization of blood sample utilization and the advancement of precision medicine research.
### Competing Interest Statement
The authors have declared no competing interest.
* RNAseq
: RNA sequencing
WB
: Whole blood
PFB
: Plasma-free blood
SFB
: Serum-free blood
PBMCs
: Peripheral blood mononuclear cells
FPKM
: Fragments Per Kilobase of exon model per Million mapped fragments
TPM
: Transcripts Per kilobase of exon model per Million mapped reads
PVCA
: Principal variance component analysis
DEGs
: Differential expression genes
CV
: Coefficient of variation
PCA
: Principal component analysis
HCA
: Hierarchical clustering analysis
RPS4Y1
: Ribosomal Protein S4 Y-Linked 1
DDX3Y
: DEAD-Box Helicase 3 Y-Linked
EIF1AY
: Eukaryotic Translation Initiation Factor 1A Y-Linked
KDM5D
: Lysine Demethylase 5D
TXLNGY
: Taxilin Gamma Pseudogene, Y-Linked
XIST
: X Inactive Specific Transcript
TSIX
: TSIX Transcript, XIST Antisense RNA
SD
: Standard deviation
PCC
: Pearson correlation coefficient
GO
: Gene Ontology
KEGG
: Kyoto Encyclopedia of Genes and Genomes
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关键词
whole blood samples,transcriptomic analysis,plasma-free
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