跳到主要导航 跳到搜索 跳到主要内容

Dual UMIs and Dual Barcodes With Minimal PCR Amplification Removes Artifacts and Acquires Accurate Antibody Repertoire

  • Qilong Wang
  • , Huikun Zeng
  • , Yan Zhu
  • , Minhui Wang
  • , Yanfang Zhang
  • , Xiujia Yang
  • , Haipei Tang
  • , Hongliang Li
  • , Yuan Chen
  • , Cuiyu Ma
  • , Chunhong Lan
  • , Bin Liu
  • , Wei Yang*
  • , Xueqing Yu*
  • , Zhenhai Zhang*
  • *此作品的通讯作者
  • Center for Precision Medicine
  • Guangdong Provincial People’s Hospital of Southern Medical University
  • Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases
  • Southern Medical University
  • Department of Bioinformatics
  • School of Computer Science and Technology
  • Beijing Institute of Technology
  • Department of Pathology
  • Division of Nephrology
  • Key Laboratory of Mental Health of the Ministry of Education

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

Antibody repertoire sequencing (Rep-seq) has been widely used to reveal repertoire dynamics and to interrogate antibodies of interest at single nucleotide-level resolution. However, polymerase chain reaction (PCR) amplification introduces extensive artifacts including chimeras and nucleotide errors, leading to false discovery of antibodies and incorrect assessment of somatic hypermutations (SHMs) which subsequently mislead downstream investigations. Here, a novel approach named DUMPArts, which improves the accuracy of antibody repertoires by labeling each sample with dual barcodes and each molecule with dual unique molecular identifiers (UMIs) via minimal PCR amplification to remove artifacts, is developed. Tested by ultra-deep Rep-seq data, DUMPArts removed inter-sample chimeras, which cause artifactual shared clones and constitute approximately 15% of reads in the library, as well as intra-sample chimeras with erroneous SHMs and constituting approximately 20% of the reads, and corrected base errors and amplification biases by consensus building. The removal of these artifacts will provide an accurate assessment of antibody repertoires and benefit related studies, especially mAb discovery and antibody-guided vaccine design.

源语言英语
期刊论文编号778298
期刊Frontiers in Immunology
卷12
DOI
出版状态已出版 - 22 12月 2021

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

学术指纹

探究 'Dual UMIs and Dual Barcodes With Minimal PCR Amplification Removes Artifacts and Acquires Accurate Antibody Repertoire' 的科研主题。它们共同构成独一无二的学术指纹。

引用此