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Related Concept Videos

Diversity of Antigen Receptors01:28

Diversity of Antigen Receptors

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Antigen receptors are essential components of the immune system crucial in defending the body against foreign invaders. These receptors are present on the surface of B and T cells, enabling them to recognize antigens and mount an appropriate immune response.
Before encountering any antigen, lymphocytes express these receptors. On B cells, the antigen receptor is a membrane-bound antibody molecule called BCR; on T cells, it is a T cell receptor or TCR. B and T cell receptors are composed of two...
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B Cell Activation and Differentiation01:24

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The adaptive immune response, a sophisticated defense mechanism, relies on the activation and differentiation of B lymphocytes, or B cells. These processes enable our bodies to mount a tailored response against specific pathogens such as bacteria, free virus particles, toxins, and parasites.
When naive B cells encounter a specific antigen that can bind to the B cell receptor (BCR) on their surface, they undergo sensitization to respond to the antigen's presence. Sensitization begins with...
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Identification of Mouse and Human Antibody Repertoires by Next-Generation Sequencing
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Abalign: a comprehensive multiple sequence alignment platform for B-cell receptor immune repertoires.

Fanjie Zong1,2, Chenyu Long1,2, Wanxin Hu1,2

  • 1Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China.

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Summary

Abalign offers ultrafast multiple sequence alignment for B-cell receptor (BCR) sequencing data, significantly reducing analysis time. This tool enhances immunoinformatics research by providing efficient BCR analysis capabilities.

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Area of Science:

  • Immunoinformatics
  • Computational Biology
  • Adaptive Immunity

Background:

  • High-throughput sequencing (HTS) generates vast amounts of B-cell receptor (BCR) data for adaptive immunity and antibody development.
  • Current multiple sequence alignment (MSA) methods struggle with the scale of BCR sequencing data and lack immunoglobulin-specific insights.
  • Efficient analysis of large BCR datasets is crucial for advancing understanding of immune responses and drug discovery.

Purpose of the Study:

  • To develop a novel, ultrafast multiple sequence alignment (MSA) program specifically for B-cell receptor (BCR) and antibody sequences.
  • To address the computational challenges posed by the massive scale of HTS data in BCR immune repertoire analysis.
  • To provide a comprehensive and user-friendly tool for various BCR analysis tasks beyond basic alignment.

Main Methods:

  • Introduction of Abalign, a standalone software tool engineered for rapid MSA of BCR/antibody sequences.
  • Performance evaluation through benchmark tests comparing Abalign against existing state-of-the-art MSA tools.
  • Integration of a graphical user interface (GUI) for enhanced usability on personal computers.

Main Results:

  • Abalign demonstrates comparable or superior accuracy to current MSA tools.
  • Abalign significantly outperforms existing tools in speed and memory efficiency, reducing analysis time from weeks to hours.
  • The software successfully handles massive BCR sequencing datasets, enabling complex analyses like lineage tree construction and repertoire comparison.

Conclusions:

  • Abalign provides an effective and user-friendly solution for analyzing large-scale BCR and antibody sequence data.
  • The tool accelerates immunoinformatics research by overcoming computational bottlenecks in BCR repertoire analysis.
  • Abalign facilitates new discoveries in adaptive immunity and antibody drug development through efficient data processing and analysis.