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.
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页数:13
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