Literature DB >> 32895550

Benchmarking of T cell receptor repertoire profiling methods reveals large systematic biases.

Pierre Barennes1,2, Valentin Quiniou1,2, Mikhail Shugay3,4,5, Evgeniy S Egorov4, Alexey N Davydov6, Dmitriy M Chudakov3,4,5,6, Imran Uddin7, Mazlina Ismail7, Theres Oakes7, Benny Chain7, Anne Eugster8, Karl Kashofer9, Peter P Rainer10,11, Samuel Darko12, Amy Ransier12, Daniel C Douek12, David Klatzmann1,2, Encarnita Mariotti-Ferrandiz13,14.   

Abstract

Monitoring the T cell receptor (TCR) repertoire in health and disease can provide key insights into adaptive immune responses, but the accuracy of current TCR sequencing (TCRseq) methods is unclear. In this study, we systematically compared the results of nine commercial and academic TCRseq methods, including six rapid amplification of complementary DNA ends (RACE)-polymerase chain reaction (PCR) and three multiplex-PCR approaches, when applied to the same T cell sample. We found marked differences in accuracy and intra- and inter-method reproducibility for T cell receptor α (TRA) and T cell receptor β (TRB) TCR chains. Most methods showed a lower ability to capture TRA than TRB diversity. Low RNA input generated non-representative repertoires. Results from the 5' RACE-PCR methods were consistent among themselves but differed from the RNA-based multiplex-PCR results. Using an in silico meta-repertoire generated from 108 replicates, we found that one genomic DNA-based method and two non-unique molecular identifier (UMI) RNA-based methods were more sensitive than UMI methods in detecting rare clonotypes, despite the better clonotype quantification accuracy of the latter.

Entities:  

Year:  2020        PMID: 32895550     DOI: 10.1038/s41587-020-0656-3

Source DB:  PubMed          Journal:  Nat Biotechnol        ISSN: 1087-0156            Impact factor:   54.908


  33 in total

1.  The alphabeta T cell repertoire comes into focus.

Authors:  Mark M Davis
Journal:  Immunity       Date:  2007-08       Impact factor: 31.745

Review 2.  T cell receptor repertoire usage in cancer as a surrogate marker for immune responses.

Authors:  David Schrama; Cathrin Ritter; Jürgen C Becker
Journal:  Semin Immunopathol       Date:  2017-01-10       Impact factor: 9.623

3.  Quantitative profiling reveals minor changes of T cell receptor repertoire in response to subunit inactivated influenza vaccine.

Authors:  Anastasiia L Sycheva; Mikhail V Pogorelyy; Ekaterina A Komech; Anastasia A Minervina; Ivan V Zvyagin; Dmitriy B Staroverov; Dmitriy M Chudakov; Yuri B Lebedev; Ilgar Z Mamedov
Journal:  Vaccine       Date:  2018-02-15       Impact factor: 3.641

4.  Peripheral Blood TCR Repertoire Profiling May Facilitate Patient Stratification for Immunotherapy against Melanoma.

Authors:  Sabrina A Hogan; Anaïs Courtier; Phil F Cheng; Nicoletta F Jaberg-Bentele; Simone M Goldinger; Manuarii Manuel; Solène Perez; Nadia Plantier; Jean-François Mouret; Thi Dan Linh Nguyen-Kim; Marieke I G Raaijmakers; Pia Kvistborg; Nicolas Pasqual; John B A G Haanen; Reinhard Dummer; Mitchell P Levesque
Journal:  Cancer Immunol Res       Date:  2018-11-13       Impact factor: 11.151

5.  Somatic recombination in a murine T-cell receptor gene.

Authors:  Y H Chien; N R Gascoigne; J Kavaler; N E Lee; M M Davis
Journal:  Nature       Date:  1984 May 24-30       Impact factor: 49.962

6.  TCR repertoire profiling of tumors, adjacent normal tissues, and peripheral blood predicts survival in nasopharyngeal carcinoma.

Authors:  Ya-Bin Jin; Wei Luo; Guo-Yi Zhang; Kai-Rong Lin; Jin-Huan Cui; Xiang-Ping Chen; Ying-Ming Pan; Xiao-Fan Mao; Jun Tang; Yue-Jian Wang
Journal:  Cancer Immunol Immunother       Date:  2018-08-28       Impact factor: 6.968

Review 7.  Bias in the αβ T-cell repertoire: implications for disease pathogenesis and vaccination.

Authors:  John J Miles; Daniel C Douek; David A Price
Journal:  Immunol Cell Biol       Date:  2011-02-08       Impact factor: 5.126

8.  T cell receptor sequencing of activated CD8 T cells in the blood identifies tumor-infiltrating clones that expand after PD-1 therapy and radiation in a melanoma patient.

Authors:  Andreas Wieland; Alice O Kamphorst; N Volkan Adsay; Jonathan J Masor; Juan Sarmiento; Tahseen H Nasti; Sam Darko; Daniel C Douek; Yue Xue; Walter J Curran; David H Lawson; Rafi Ahmed
Journal:  Cancer Immunol Immunother       Date:  2018-08-22       Impact factor: 6.968

9.  MAIT cell clonal expansion and TCR repertoire shaping in human volunteers challenged with Salmonella Paratyphi A.

Authors:  Lauren J Howson; Giorgio Napolitani; Dawn Shepherd; Hemza Ghadbane; Prathiba Kurupati; Lorena Preciado-Llanes; Margarida Rei; Hazel C Dobinson; Malick M Gibani; Karen Wei Weng Teng; Evan W Newell; Natacha Veerapen; Gurdyal S Besra; Andrew J Pollard; Vincenzo Cerundolo
Journal:  Nat Commun       Date:  2018-01-17       Impact factor: 14.919

10.  Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins.

Authors:  Mikhail V Pogorelyy; Anastasia A Minervina; Maximilian Puelma Touzel; Anastasiia L Sycheva; Ekaterina A Komech; Elena I Kovalenko; Galina G Karganova; Evgeniy S Egorov; Alexander Yu Komkov; Dmitriy M Chudakov; Ilgar Z Mamedov; Thierry Mora; Aleksandra M Walczak; Yuri B Lebedev
Journal:  Proc Natl Acad Sci U S A       Date:  2018-11-20       Impact factor: 11.205

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  33 in total

1.  AIRR Community Guide to Planning and Performing AIRR-Seq Experiments.

Authors:  Anne Eugster; Magnolia L Bostick; Nidhi Gupta; Encarnita Mariotti-Ferrandiz; Gloria Kraus; Wenzhao Meng; Cinque Soto; Johannes Trück; Ulrik Stervbo; Eline T Luning Prak
Journal:  Methods Mol Biol       Date:  2022

2.  Adaptive Immune Receptor Repertoire (AIRR) Community Guide to TR and IG Gene Annotation.

Authors:  Lmar Babrak; Susanna Marquez; Christian E Busse; William D Lees; Enkelejda Miho; Mats Ohlin; Aaron M Rosenfeld; Ulrik Stervbo; Corey T Watson; Chaim A Schramm
Journal:  Methods Mol Biol       Date:  2022

3.  Determinants of anti-PD-1 response and resistance in clear cell renal cell carcinoma.

Authors:  Lewis Au; Emine Hatipoglu; Marc Robert de Massy; Kevin Litchfield; Gordon Beattie; Andrew Rowan; Desiree Schnidrig; Rachael Thompson; Fiona Byrne; Stuart Horswell; Nicos Fotiadis; Steve Hazell; David Nicol; Scott T C Shepherd; Annika Fendler; Robert Mason; Lyra Del Rosario; Kim Edmonds; Karla Lingard; Sarah Sarker; Mary Mangwende; Eleanor Carlyle; Jan Attig; Kroopa Joshi; Imran Uddin; Pablo D Becker; Mariana Werner Sunderland; Ayse Akarca; Ignazio Puccio; William W Yang; Tom Lund; Kim Dhillon; Marcos Duran Vasquez; Ehsan Ghorani; Hang Xu; Charlotte Spencer; José I López; Anna Green; Ula Mahadeva; Elaine Borg; Miriam Mitchison; David A Moore; Ian Proctor; Mary Falzon; Lisa Pickering; Andrew J S Furness; James L Reading; Roberto Salgado; Teresa Marafioti; Mariam Jamal-Hanjani; George Kassiotis; Benny Chain; James Larkin; Charles Swanton; Sergio A Quezada; Samra Turajlic
Journal:  Cancer Cell       Date:  2021-10-28       Impact factor: 31.743

4.  The Intra-Tumoral T Cell Receptor Repertoire: Steps Towards a Useful Clinical Biomarker.

Authors:  Gayathri Nageswaran; Suzanne Byrne; Selvaraju Veeriah; Benny Chain
Journal:  Methods Mol Biol       Date:  2022

Review 5.  The Dynamic Entropy of Tumor Immune Infiltrates: The Impact of Recirculation, Antigen-Specific Interactions, and Retention on T Cells in Tumors.

Authors:  Tiffany C Blair; Alejandro F Alice; Lauren Zebertavage; Marka R Crittenden; Michael J Gough
Journal:  Front Oncol       Date:  2021-04-22       Impact factor: 6.244

6.  TCRpower: quantifying the detection power of T-cell receptor sequencing with a novel computational pipeline calibrated by spike-in sequences.

Authors:  Shiva Dahal-Koirala; Gabriel Balaban; Ralf Stefan Neumann; Lonneke Scheffer; Knut Erik Aslaksen Lundin; Victor Greiff; Ludvig Magne Sollid; Shuo-Wang Qiao; Geir Kjetil Sandve
Journal:  Brief Bioinform       Date:  2022-03-10       Impact factor: 11.622

Review 7.  Phenotyping of Adaptive Immune Responses in Inflammatory Diseases.

Authors:  Jens Y Humrich; Joana P Bernardes; Ralf J Ludwig; David Klatzmann; Alexander Scheffold
Journal:  Front Immunol       Date:  2020-11-25       Impact factor: 7.561

Review 8.  Human immune repertoire in hepatitis B virus infection.

Authors:  Qiao Zhan; Jing-Hang Xu; Yan-Yan Yu; Emily Lo Kk; Hani El-Nezami; Zheng Zeng
Journal:  World J Gastroenterol       Date:  2021-07-07       Impact factor: 5.742

Review 9.  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 10.  Immunoglobulin germline gene variation and its impact on human disease.

Authors:  Ivana Mikocziova; Victor Greiff; Ludvig M Sollid
Journal:  Genes Immun       Date:  2021-06-26       Impact factor: 2.676

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