gene expression
Low-input RNA and amplification bias
When a low-input RNA method is the right class, and how extra amplification and missing UMIs distort the proportions you meant to measure.
8 October 2026 · 9 min read
Tag
umi
Articles tagged umi. Tags group methods across clusters so a technique can be found from more than one route.
All topicsBuffers and laboratory water26Cell culture26Chromatography26Cold chain and sample storage26Cytometry and microscopy26DNA sequencing26Gels and blotting26Gene expression26Genome editing26Immunoassays26Laboratory labware26Laboratory safety26Liquid handling26Microbiology26Molecular cloning26Nucleic acid purification26PCR and amplification26Protein biochemistry26Proteomics26Research sourcing and study design26
cold chainbiosafetycrisprspecificationsequencingproteomicsenquiryglossarytroubleshootingcloningmicrobiologybuffersfreezerspipettingcalibrationelisacell cultureglassware
2 articles
gene expression
Single-cell RNA-seq in outline
What single-cell RNA-seq adds beyond a bulk average: droplets or wells, empty droplets, doublets, UMIs, sparse counts, and clustering as a parameter.
8 October 2026 · 7 min read