IG-28 enables identification and quantification of high-confidence isoforms from large bulk and single-cell full-length cDNA datasets
Alessandro CalicchioiD, Amanda O. Li, Tanvi Herwadkar, Honey E. MekoneniD, Christopher VollmersiD
Abstract
The technology to sequence full-length transcriptomes from bulk and single-cell samples has rapidly advanced. As a result, full-length cDNA datasets now reach billions of reads in size which is beyond the capability of most established isoform identification tools. Here, we introduce IG-28 which addresses this challenge with its capability to process and analyze large fl-cDNA datasets fast and using minimal computational resources. In contrast to its predecessor Mandalorion, IG-28 is not limited to bulk fl-cDNA but is capable of parsing, processing, and analyzing single-cell fl-cDNA datasets. It does so in a lightweight, flexible manner, integrating seamlessly with established scRNA-seq analysis workflows. We benchmarked IG-28 against a variety of established and new isoform identification tools using several bulk and a complex single-cell fl-cDNA dataset and found that IG-28 consistently outperformed the other tools by identifying high-confidence public isoforms.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Full-length isoform constructor (FLIC) - a tool for isoform discovery based on long reads
Alexandra M Kasianova, Anna V. Klepikova, … Aleksey A. Penin·BioinformaticsPeer-reviewed·Jan 1, 2022
- Identifying and quantifying isoforms from accurate full-length transcriptome sequencing reads with Mandalorion
Roger Volden, Kayla D. Schimke, … Christopher Vollmers·Genome biologyPeer-reviewed·Jul 17, 2023
- Accurate long-read transcript discovery and quantification at single-cell resolution with Isosceles
Michał Kabza, Alexander Ritter, … Timothy Sterne-Weiler·bioRxiv·Nov 30, 2023
- High-throughput RNA isoform sequencing using programmable cDNA concatenation
Aziz M. Al’Khafaji, Jonathan T. Smith, … Nir Hacohen·Nature BiotechnologyPeer-reviewed·Jun 8, 2023
- scCAT-seq:single-cell identification and quantification of mRNA isoforms by cost-effective short-read sequencing of cap and tail
Youjin Hu, Jiawei Zhong, … Yizhi Liu·bioRxiv·Dec 11, 2019
- IFDlong: an isoform and fusion detector for accurate annotation and quantification of long-read RNA-seq data
Wenjia Wang, Yuzhen Li, … Silvia Liu·bioRxiv·May 11, 2024