Structure-based prediction of T cell receptor: peptide-MHC interactions

P Bradley - Elife, 2023 - elifesciences.org
The regulatory and effector functions of T cells are initiated by the binding of their cell-
surface T cell receptor (TCR) to peptides presented by major histocompatibility complex …

Application of T cell receptor (TCR) repertoire analysis for the advancement of cancer immunotherapy

K Joshi, M Milighetti, BM Chain - Current Opinion in Immunology, 2022 - Elsevier
Highlights•TCR repertoire analysis as a tool to advance cancer immunotherapy.•
Computational methods are used to understand TCR repertoire characteristics.•Both TCR …

Engineering the T cell receptor for fun and profit: Uncovering complex biology, interrogating the immune system, and targeting disease

AM Rosenberg, BM Baker - Current opinion in structural biology, 2022 - Elsevier
T cell receptors (TCRs) orchestrate cellular immunity by recognizing peptide antigens bound
and presented by major histocompatibility complex (MHC) proteins. Due to the TCR's central …

HLA3DB: comprehensive annotation of peptide/HLA complexes enables blind structure prediction of T cell epitopes

S Gupta, S Nerli, S Kutti Kandy, GL Mersky… - Nature …, 2023 - nature.com
The class I proteins of the major histocompatibility complex (MHC-I) display epitopic
peptides derived from endogenous proteins on the cell surface for immune surveillance …

Predicting T cell receptor antigen specificity from structural features derived from homology models of receptor-peptide-major histocompatibility complexes

M Milighetti, J Shawe-Taylor, B Chain - Frontiers in Physiology, 2021 - frontiersin.org
The physical interaction between the T cell receptor (TCR) and its cognate antigen causes T
cells to activate and participate in the immune response. Understanding this physical …

A structural-based machine learning method to classify binding affinities between TCR and peptide-MHC complexes

K Dhusia, Z Su, Y Wu - Molecular immunology, 2021 - Elsevier
The activation of T cells is triggered by the interactions of T cell receptors (TCRs) with their
epitopes, which are peptides presented by major histocompatibility complex (MHC) on the …

Techniques for Theoretical Prediction of Immunogenic Peptides

R Friedman - Encyclopedia, 2024 - mdpi.com
Definition Small peptides are an important component of the vertebrate immune system.
They are important molecules for distinguishing proteins that originate in the host from …

TCRpcDist: estimating TCR physico-chemical similarity to analyze repertoires and predict specificities

MAS Perez, J Chiffelle, S Bobisse, F Mayol-Rullan… - bioRxiv, 2023 - biorxiv.org
Approaches to analyse and cluster TCR repertoires to reflect antigen specificity are critical
for the diagnosis and prognosis of immune-related diseases and the development of …

Dynamics-based peptide–mhc binding optimization by a convolutional variational autoencoder: a use-case model for Castelo

DR Bell, G Domeniconi, CC Yang, R Zhou… - Journal of Chemical …, 2021 - ACS Publications
An unsolved challenge in the development of antigen-specific immunotherapies is
determining the optimal antigens to target. Comprehension of antigen–major …

3pHLA-score improves structure-based peptide-HLA binding affinity prediction

A Conev, D Devaurs, MM Rigo, DA Antunes… - Scientific Reports, 2022 - nature.com
Binding of peptides to Human Leukocyte Antigen (HLA) receptors is a prerequisite for
triggering immune response. Estimating peptide-HLA (pHLA) binding is crucial for peptide …