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相关概念视频

Antigens Involved in Adaptive Immunity01:26

Antigens Involved in Adaptive Immunity

690
An antigen is any substance the immune system identifies as foreign and potentially harmful to the body, prompting an immune response. Antigens have two functional properties: immunogenicity and reactivity. Immunogenicity is the ability of an antigen to stimulate a specific immune response. At the same time, reactivity describes the antigen's ability to react with the cells and antibodies produced in response to it.
Complete Antigens
Complete antigens possess both immunogenicity and...
690
Antigen Processing Pathways01:31

Antigen Processing Pathways

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MHC molecules are key players in the immune response, enabling T cells to recognize and respond to specific antigens. They are present on the surface of all nucleated cells in the body and are instrumental in presenting antigens to T cells and activating them. T cells recognize the MHC-antigen complex and initiate an immune response. MHC class I and MHC class II are two main types of MHC molecules, each associated with a distinct antigen processing pathway.
MHC Class I: Presenting Endogenous...
1.3K
T Cell Activation and Clonal Selection01:22

T Cell Activation and Clonal Selection

5.2K
T cells are integral to our adaptive immune system, recognizing and effectively responding to foreign antigens. T cell activation and clonal selection are pivotal in orchestrating this immune response. This article elucidates these mechanisms, detailing the roles of cluster of differentiation (CD) markers, major histocompatibility complex (MHC) molecules, costimulatory signals, and the process of clonal selection.
Naive T cells that have not yet encountered an antigen express two primary CD...
5.2K
Cross-reactivity00:42

Cross-reactivity

31.5K
Overview
31.5K
Antigen Presenting Cells01:22

Antigen Presenting Cells

2.1K
The immune system is a complex network of cells and molecules that protects the body from foreign invaders. T cells, a type of white blood cell, play a crucial role in this process. They recognize and attack foreign substances, such as pathogens, that enter the body.
T cells require the help of antigen-presenting cells (APCs), which process foreign antigens into smaller fragments that can be recognized by T cells. These APCs are highly specialized cells that efficiently internalize antigens...
2.1K
Diversity of Antigen Receptors01:28

Diversity of Antigen Receptors

808
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...
808

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相关实验视频

Updated: Sep 15, 2025

A High Throughput MHC II Binding Assay for Quantitative Analysis of Peptide Epitopes
07:59

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EpiMII:集成结构和图形神经网络用于MHC-II表皮和新抗原设计.

Jiayi Yuan, Xiaowei Xu, Ze-Yu Sun

    bioRxiv : the preprint server for biology
    |July 14, 2025
    PubMed
    概括

    新的人工智能模型EpiMII准确地设计了用于癌症免疫治疗的MHC-II表位. 这种方法增强T细胞激活,有望减少瘤大小,促进疫苗开发.

    科学领域:

    • 免疫学 免疫学 免疫学
    • 生物信息学是一种生物信息学.
    • 计算生物学 计算生物学

    背景情况:

    • MHC-II新抗原对于免疫疗法至关重要,但准确的预测仍然具有挑战性.
    • 现有的新抗原预测工具的准确性有限,导致体内免疫性低.
    • 来自瘤DNA突变的功能性新抗原是罕见的.

    研究的目的:

    • 开发一个准确和高效的计算模型来设计MHC-II表征.
    • 为了改善免疫新抗原的预测,用于癌症免疫疗法.
    • 为了利用表位的结构特征进行序列预测.

    主要方法:

    • 开发EpiMII,用于MHC-II表位设计的图形神经网络模型.
    • 为模型培训构建142,934个MHC-II表位结构的大数据集.
    • 评估EpiMII的性能与现有工具 (如ProteinMPNN) 相比.

    主要成果:

    • 对于已知的MHC-II表位,EpiMII比ProteinMPNN提高了4.2倍,其序列恢复率为78.0%,为已知的MHC-II表位.
    • 来自肝细胞癌的设计新抗原在体外激活了CD4+ T细胞,诱导IFN-γ和TNF-α的分泌.
    • 一个设计的表位显著减少了小鼠的瘤体积,证明了体内疗效.

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    结论:

    • EpiMII提供了一种新且高效的方法,用于识别和设计MHC-II表位/新抗原.
    • 该模型预测功能表位体的能力对癌症疫苗开发具有重大潜力.
    • 这种方法可以克服当前新抗原预测工具的局限性,提高免疫治疗结果.