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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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Protocol for predicting the single-cell network-based gene activity landscape during human B cell development.

Xin Huang1, Xuetong Hou2, Yizhen Li3

  • 1Precision Research Center for Refractory Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China.

STAR Protocols
|February 8, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces a new protocol for analyzing human B cell development using gene regulatory networks. It helps clarify B cell subtypes and their biological characteristics during development.

Keywords:
bioinformaticsimmunologysingle Cellsystems biology

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Area of Science:

  • Immunology
  • Computational Biology
  • Genomics

Background:

  • Human B cell classification faces challenges due to heterogeneity.
  • Distinguishing between B cell subpopulations is difficult.

Purpose of the Study:

  • To present a protocol for constructing gene regulatory networks and gene activity landscapes for human B cell developmental stages.
  • To elucidate the biological characteristics of human B cell development.

Main Methods:

  • Acquisition of bone marrow data.
  • Single-cell downstream analysis.
  • Network-based analysis using SJARACNe, NetBID2, and scMINER algorithms.

Main Results:

  • The protocol provides a method to construct gene regulatory networks for human B cell development.
  • It enables the creation of gene activity landscapes.
  • Biological characteristics of developmental stages are elucidated.

Conclusions:

  • The developed protocol offers a robust framework for studying human B cell development.
  • It addresses inconsistencies in B cell classification and subpopulation identification.
  • This approach enhances understanding of B cell biology.