bioRxiv Science⌕ Search

Biology subjects

Klingler, D.

Publications and source records attributed to Klingler, D..

2 recordsLinked to original sources

Quantification of spliced and unspliced transcripts by velocyto is inaccurate for 5'-sequencing data

RNA velocity allows for the prediction of future states of individual cells based on their current transcriptional activity. The technique depends on the separate quantification of spliced and unspliced transcripts in single-cell RNA-sequencing data, first introduced by velocyto in 2018. Since its introduction, significant advances have been made in the field, including new protocols by 10x Genomics that enable sequencing from the 5-end of mRNA molecules instead of the 3-end. Despite these advances, velocyto has not been updated since its release but is still commonly used with these new protocols. In this study, we demonstrate that velocyto cannot accurately detect the reversed direction of transcripts, leading to incorrect count assignments. By comparing velocyto to alevin-fry, a quantification method compatible with 5-sequencing data, we show that this limitation can result in substantial deviations in inferred velocities and differing interpretations. Therefore, we do not recommend the use of velocyto with 5-sequencing data.

bioinformatics↗

RNA Chemical Probing Reagents and Protein Amino Acids: a Double-Edged Sword

RNA chemical probing experiments are a broadly used method for revealing the structure of RNA, as well as for identifying protein binding sites. This is beneficial for expanding our understanding of biological processes governed by protein-RNA complex interactions, as well as facilitating the identification of complex inhibiting molecules. The reagents commonly used in chemical probing experiments are highly reactive, methylating or acylating flexible RNA nucleotides. The highly reactive nature of the chemical probes means that they can also react with nucleophilic amino acid side chains, and subsequently affect protein-RNA binding events. We combine molecular dynamics (MD) simulations, matrix-assisted laser desorption ionization mass spectrometry (MALDI-MS), and nuclear magnetic resonance (NMR) experiments to show that commonly used RNA chemical probes react with protein amino acids, and demonstrate that this effect alters protein-RNA binding interactions through binding shift assays. We discuss the implications of this phenomenon in elucidating the protein-RNA interaction interface using chemical probing experiments. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=74 SRC="FIGDIR/small/586119v2_ufig1.gif" ALT="Figure 1"> View larger version (15K): org.highwire.dtl.DTLVardef@13378baorg.highwire.dtl.DTLVardef@3b0114org.highwire.dtl.DTLVardef@1c3f967org.highwire.dtl.DTLVardef@12afaec_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗