An open protocol for modeling T Cell Clonotype repertoires using TCRβ CDR3 sequences

被引:0
|
作者
Gurun, Burcu [1 ,2 ]
Horton, Wesley [1 ]
Murugan, Dhaarini [1 ,3 ]
Zhu, Biqing [4 ]
Leyshock, Patrick [1 ]
Kumar, Sushil [1 ,3 ]
Byrne, Katelyn T. [1 ,3 ,5 ]
Vonderheide, Robert H. [5 ]
Margolin, Adam A. [6 ]
Mori, Motomi [7 ]
Spellman, Paul T. [1 ]
Coussens, Lisa M. [1 ,3 ]
Speed, Terence P. [8 ,9 ]
机构
[1] Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA
[2] Oregon Hlth & Sci Univ, Sch Med, Portland, OR 97201 USA
[3] Oregon Hlth & Sci Univ, Dept Cell Dev & Canc Biol, Portland, OR 97201 USA
[4] Yale Univ, Computat Biol & Bioinformat Program, New Haven, CT USA
[5] Univ Penn, Abramson Canc Ctr, Perelman Sch Med, Philadelphia, PA USA
[6] NextVivo, Palo Alto, CA USA
[7] St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN USA
[8] Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3052, Australia
[9] Univ Melbourne, Sch Math & Stat, Parkville, Vic 3010, Australia
关键词
Multiplex PCR; Amplification bias; Clonotype counts; TCR sequencing; Normalization; Negative binomial; Count normalization; Synthetic templates; Synthetic TCR templates; CDR3; IMMUNITY;
D O I
10.1186/s12864-023-09424-z
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
T cell receptor repertoires can be profiled using next generation sequencing (NGS) to measure and monitor adaptive dynamical changes in response to disease and other perturbations. Genomic DNA-based bulk sequencing is cost-effective but necessitates multiplex target amplification using multiple primer pairs with highly variable amplification efficiencies. Here, we utilize an equimolar primer mixture and propose a single statistical normalization step that efficiently corrects for amplification bias post sequencing. Using samples analyzed by both our open protocol and a commercial solution, we show high concordance between bulk clonality metrics. This approach is an inexpensive and open-source alternative to commercial solutions.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] An open protocol for modeling T Cell Clonotype repertoires using TCRβ CDR3 sequences
    Burcu Gurun
    Wesley Horton
    Dhaarini Murugan
    Biqing Zhu
    Patrick Leyshock
    Sushil Kumar
    Katelyn T. Byrne
    Robert H. Vonderheide
    Adam A. Margolin
    Motomi Mori
    Paul T. Spellman
    Lisa M. Coussens
    Terence P. Speed
    BMC Genomics, 24
  • [2] Shared TCR CDR3 sequences among pathogenic T cell clones in psoriasis
    Matos, T. R.
    O'Malley, J. T.
    Lowry, E. L.
    Hamm, D.
    Kirsch, I. R.
    Robins, H.
    Kupper, T. S.
    Krueger, J. G.
    Clark, R.
    JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2016, 136 (05) : S9 - S9
  • [3] T cell receptor CDR3 sequences and recombinant T cell receptors
    Slawomir, S
    FriedlHajek, R
    Siemann, U
    Ebner, C
    Scheiner, O
    Breiteneder, H
    INTERNATIONAL ARCHIVES OF ALLERGY AND IMMUNOLOGY, 1997, 113 (1-3) : 170 - 172
  • [4] Restricted TcR β chain CDR3 clonotype is associated with resolved acute hepatitis B subjects
    Xiao, Dangsheng
    Wang, Ju
    Chen, Zhitao
    Jin, Xiuyuan
    Xie, Yirui
    Yan, Dong
    Yang, Jiezuan
    BMC INFECTIOUS DISEASES, 2021, 21 (01)
  • [5] Restricted TcR β chain CDR3 clonotype is associated with resolved acute hepatitis B subjects
    Dangsheng Xiao
    Ju Wang
    Zhitao Chen
    Xiuyuan Jin
    Yirui Xie
    Dong Yan
    Jiezuan Yang
    BMC Infectious Diseases, 21
  • [6] T cell receptor repertoires of mice and humans are clustered in similarity networks around conserved public CDR3 sequences
    Madi, Asaf
    Poran, Asaf
    Shifrut, Eric
    Reich-Zeliger, Shlomit
    Greenstein, Erez
    Zaretsky, Irena
    Arnon, Tomer
    Van Laethem, Francois
    Singer, Alfred
    Lu, Jinghua
    Sun, Peter D.
    Cohen, Irun R.
    Friedman, Nir
    ELIFE, 2017, 6
  • [7] Primary analysis of the characteristics of TCR β chain CDR3 repertoires in the peripheral blood of twins
    Su, D.
    Dong, X.
    Ma, L.
    Yao, X.
    EUROPEAN JOURNAL OF IMMUNOLOGY, 2019, 49 : 299 - 300
  • [8] Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
    Epstein, Michael
    Barenco, Martino
    Klein, Nigel
    Hubank, Michael
    Callard, Robin E.
    PLOS ONE, 2014, 9 (01):
  • [9] A T-CELL RECEPTOR (TCR) CDR3 PEPTIDE SHOWING ENHANCING EFFECTS ON EAE
    YAMAMURA, T
    GENG, TC
    KOZOVSKA, M
    TABIRA, T
    NEUROLOGY, 1994, 44 (04) : A241 - A241
  • [10] The expressed TCRβ CDR3 repertoire is dominated by conserved DNA sequences in channel catfish
    Findly, R. Craig
    Niagro, Frank D.
    Dickerson, Harry W.
    DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY, 2017, 68 : 26 - 33