共 19 条
Next generation sequencing for TCR repertoire profiling: Platform-specific features and correction algorithms
被引:131
作者:

Bolotin, Dmitry A.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Mamedov, Ilgar Z.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Britanova, Olga V.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Zvyagin, Ivan V.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Shagin, Dmitriy
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia
Evrogen JSC, Moscow, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Ustyugova, Svetlana V.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Turchaninova, Maria A.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Lukyanov, Sergey
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Lebedev, Yury B.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia

Chudakov, Dmitriy M.
论文数: 0 引用数: 0
h-index: 0
机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia
机构:
[1] Shemyakin Ovchinnikov Inst Bioorgan Chem RAS, Moscow 117997, Russia
[2] Evrogen JSC, Moscow, Russia
基金:
俄罗斯基础研究基金会;
关键词:
Bioinformatics;
T cells;
TCR;
D O I:
10.1002/eji.201242517
中图分类号:
R392 [医学免疫学];
Q939.91 [免疫学];
学科分类号:
100102 ;
摘要:
The TCR repertoire is a mirror of the human immune system that reflects processes caused by infections, cancer, autoimmunity, and aging. Next generation sequencing (NGS) is becoming a powerful tool for deep TCR profiling; yet, questions abound regarding the methodological approaches for sample preparation and correct data interpretation. Accumulated PCR and sequencing errors along with library preparation bottlenecks and uneven PCR efficiencies lead to information loss, biased quantification, and generation of huge artificial TCR diversity. Here, we compare Illumina, 454, and Ion Torrent platforms for individual TCR profiling, evaluate the rate and character of errors, and propose advanced platform-specific algorithms to correct massive sequencing data. These developments are applicable to a wide variety of next generation sequencing applications. We demonstrate that advanced correction allows the removal of the majority of artificial TCR diversity with concomitant rescue of most of the sequencing information. Thus, this correction enhances the accuracy of clonotype identification and quantification as well as overall TCR diversity measurements.
引用
收藏
页码:3073 / 3083
页数:11
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Chenchik, A
.
NUCLEIC ACIDS RESEARCH,
1999, 27 (06)
:1558-1560

Matz, M
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机构: Clontech Labs Inc, Palo Alto, CA 94303 USA

Shagin, D
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Bogdanova, E
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Britanova, O
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Lukyanov, S
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Diatchenko, L
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机构: Clontech Labs Inc, Palo Alto, CA 94303 USA

Chenchik, A
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机构: Clontech Labs Inc, Palo Alto, CA 94303 USA