bioRxivBioinformaticsPreprint
Massively scalable genetic analysis of antibody repertoires
- Citations
- 25
Abstract
With technical breakthroughs in the throughput and read-length of next-generation sequencing platforms, antibody repertoire sequencing is becoming an increasingly important tool for detailed characterization of the immune response. There is a need for open, scalable software for the genetic analysis of repertoire-scale antibody sequence data. To address this gap, we have developed the ab[x] package of software tools. There are three core components of the ab[x] toolkit, all of which are freely available: abcloud (github.com/briney/abcloud) for deployment and management of computational resources on Amazons Elastic Compute Cloud; abstar (github.com/briney/abstar) for pre-processing, germline gene assignment and primary annotation of antibody sequence data; and abutils (github.com/briney/abutils), which provides utilities for interactive downstream analysis of antibody repertoire data.
Reproducibility 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
- Observed Antibody Space: a resource for data mining next generation sequencing of antibody repertoires
A. Kovaltsuk, J. Leem, … K. Krawczyk·bioRxiv·May 19, 2018
- AntiRef: reference clusters of human antibody sequences
B. Briney·bioRxiv·Dec 30, 2022
- Large-scale Analysis of 2,152 dataset reveals key features of B cell biology and the antibody repertoire
- RIOT - Rapid Immunoglobulin Overview Tool - annotation of nucleotide and amino acid immunoglobulin sequences using an open germline database.
Paweł Dudzic, Bartosz Janusz, … Konrad Krawczyk·Briefings in BioinformaticsPeer-reviewed·Nov 22, 2024
- AbDiver - A tool to explore the natural antibody landscape to aid therapeutic design
Jakub Młokosiewicz, Piotr Deszyński, … Konrad Krawczyk·BioinformaticsPeer-reviewed·Mar 10, 2022
- The fundamental principles of antibody repertoire architecture revealed by large-scale network analysis
Enkelejda Miho, Rok Roškar, … Sai T. Reddy·Nature CommunicationsPeer-reviewed·Mar 21, 2019