GEO series
Improving bulk RNA-seq protocols
GSE286365
Mus musculus; Homo sapiens
Expression profiling by high throughput sequencing
1168 samples
2025/08/19
GPL30173GPL30172
Summary
Bulk and single-cell RNA-seq are powerful tools for transcriptomic analysis, providing insights into many aspects of molecular and cellular phenotypes. Costs constrain the amount of biological insight obtainable within a given budget, and as sequencing prices decline, efficient library protocols have become a decisive factor. In this study, we introduce an approach to systematically optimize the number of usable reads that RNA-seq protocols generate. We applied this ”funnel strategy” to prime-seq, an early-barcoding bulk RNA-seq protocol, by systematically testing critical protocol steps totaling 1080 samples in 49 libraries. This resulted in the optimized prime-seq2 protocol that increases the number of usable reads by 60 % and improves one of the most cost-efficient bulk RNA-seq protocols available. Our study also suggests that monitoring the filtering of usable reads can serve as a valuable quality control for many RNA-seq protocols and sheds light on the complexity of the conditions and interactions that shape RNA-seq library composition and their interpretation.
Download
NCBI GEO page ↗
{# Names what the click gives you. "Open in finder" meant nothing to a
visitor who arrived from a search engine and has never seen the tool. #}
Find more
RNA-seq datasets →
Similar datasets
- GSE319021 Viral entry defines the hepatitis E virus species barrier in murine hepatocytes 60 samples
- GSE289625 RNA exonuclease REXO4 resolves m6A-marked R-loops and suppresses anti-tumor immunity [RNAseq] 28 samples
- GSE293117 GPR34 loss-of-function rescues TREM2 metabolic dysfunction and promotes responsive microglial states 56 samples
- GSE335842 Single-Cell RNA sequencing reveals clonally-expanded CD4+ tissue-resident memory T cells in Histidyl-tRNA Synthetase-induced myositis 38 samples
- GSE328222 Acute rapamycin treatment reveals novel mechanisms of dysfunction in a maternal inflammation mouse model 32 samples
- GSE293412 TWIST1 drives endothelial-to-mesenchymal-transition to stabilize atherosclerotic plaques 29 samples
- GSE277025 Inhaled Xenon modulates microglia and ameliorates disease in mouse models of amyloidosis and tauopathy 192 samples
- GSE289193 Histone H4 lysine 20 tri-methylation safeguards breast cancer lineage fidelity and unfolded protein response 160 samples
Share this dataset
Metadata from NCBI GEO, cached and refreshed periodically — the NCBI page above is authoritative. Downloads link straight to NCBI/ENA; nothing is proxied through BioTransfer.