Literature DB >> 29659703

B-cell receptor reconstruction from single-cell RNA-seq with VDJPuzzle.

Simone Rizzetto1,2, David N P Koppstein1,2, Jerome Samir1,2, Mandeep Singh3, Joanne H Reed3, Curtis H Cai1,2, Andrew R Lloyd2, Auda A Eltahla1,2, Christopher C Goodnow3, Fabio Luciani1,2,3.   

Abstract

Motivation: The B-cell receptor (BCR) performs essential functions for the adaptive immune system including recognition of pathogen-derived antigens. The vast repertoire and adaptive variation of BCR sequences due to V(D)J recombination and somatic hypermutation necessitates single-cell characterization of BCR sequences. Single-cell RNA sequencing presents the opportunity for simultaneous capture of paired BCR heavy and light chains and the transcriptomic signature.
Results: We developed VDJPuzzle, a novel bioinformatic tool that reconstructs productive, full-length B-cell receptor sequences of both heavy and light chains and extract somatic mutations on the VDJ region. VDJPuzzle successfully reconstructed BCRs from 100% (n=117) human and 96.5% (n=200) murine B cells. The reconstructed BCRs were successfully validated with single-cell Sanger sequencing. Availability and implementation: VDJPuzzle is available at https://bitbucket.org/kirbyvisp/vdjpuzzle2. Supplementary information: Supplementary data are available at Bioinformatics online.

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Year:  2018        PMID: 29659703     DOI: 10.1093/bioinformatics/bty203

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  28 in total

Review 1.  Single-Cell Techniques and Deep Learning in Predicting Drug Response.

Authors:  Zhenyu Wu; Patrick J Lawrence; Anjun Ma; Jian Zhu; Dong Xu; Qin Ma
Journal:  Trends Pharmacol Sci       Date:  2020-11-02       Impact factor: 14.819

Review 2.  Single-cell approaches to dissect adaptive immune responses involved in autoimmunity: the case of celiac disease.

Authors:  Ida Lindeman; Ludvig M Sollid
Journal:  Mucosal Immunol       Date:  2021-09-16       Impact factor: 7.313

3.  Benchmarking computational methods for B-cell receptor reconstruction from single-cell RNA-seq data.

Authors:  Tommaso Andreani; Linda M Slot; Samuel Gabillard; Carsten Strübing; Claus Reimertz; Veeranagouda Yaligara; Aleida M Bakker; Reza Olfati-Saber; René E M Toes; Hans U Scherer; Franck Augé; Deimantė Šimaitė
Journal:  NAR Genom Bioinform       Date:  2022-07-13

4.  Anti-Hyperlipidemia, Hypoglycemic, and Hepatoprotective Impacts of Pearl Millet (Pennisetum glaucum L.) Grains and Their Ethanol Extract on Rats Fed a High-Fat Diet.

Authors:  Nadiah S Alzahrani; Ghedeir M Alshammari; Afaf El-Ansary; Abu ElGasim A Yagoub; Musarat Amina; Ali Saleh; Mohammed Abdo Yahya
Journal:  Nutrients       Date:  2022-04-25       Impact factor: 6.706

Review 5.  Next-generation computational tools for interrogating cancer immunity.

Authors:  Francesca Finotello; Dietmar Rieder; Hubert Hackl; Zlatko Trajanoski
Journal:  Nat Rev Genet       Date:  2019-09-12       Impact factor: 59.581

6.  The dynamic epigenetic regulation of the inactive X chromosome in healthy human B cells is dysregulated in lupus patients.

Authors:  Sarah Pyfrom; Bam Paneru; James J Knox; Michael P Cancro; Sylvia Posso; Jane H Buckner; Montserrat C Anguera
Journal:  Proc Natl Acad Sci U S A       Date:  2021-06-15       Impact factor: 11.205

Review 7.  From bench to bedside: Single-cell analysis for cancer immunotherapy.

Authors:  Emily F Davis-Marcisak; Atul Deshpande; Genevieve L Stein-O'Brien; Won J Ho; Daniel Laheru; Elizabeth M Jaffee; Elana J Fertig; Luciane T Kagohara
Journal:  Cancer Cell       Date:  2021-07-29       Impact factor: 38.585

Review 8.  High-throughput and single-cell T cell receptor sequencing technologies.

Authors:  Joy A Pai; Ansuman T Satpathy
Journal:  Nat Methods       Date:  2021-07-19       Impact factor: 47.990

Review 9.  Immune Cell Dynamics Unfolded by Single-Cell Technologies.

Authors:  Daniel J Kunz; Tomás Gomes; Kylie R James
Journal:  Front Immunol       Date:  2018-06-26       Impact factor: 7.561

Review 10.  Methods for sequence and structural analysis of B and T cell receptor repertoires.

Authors:  Shunsuke Teraguchi; Dianita S Saputri; Mara Anais Llamas-Covarrubias; Ana Davila; Diego Diez; Sedat Aybars Nazlica; John Rozewicki; Hendra S Ismanto; Jan Wilamowski; Jiaqi Xie; Zichang Xu; Martin de Jesus Loza-Lopez; Floris J van Eerden; Songling Li; Daron M Standley
Journal:  Comput Struct Biotechnol J       Date:  2020-07-17       Impact factor: 7.271

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