L Zhuang, Z Ye, L Li, L Yang, W Gong - Vaccines, 2023 - mdpi.com
Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTB), is a prevalent global infectious disease and a leading cause of mortality worldwide. Currently, the only available …
Protein language models have shown remarkable success in learning biological information from protein sequences. However, most existing models are limited by either autoencoding …
T cell receptor (TCR)-peptide-major histocompatibility complex (pMHC) interactions play a vital role in initiating immune responses against pathogens, and the specificity of TCRpMHC …
Computational prediction of the interaction of T cell receptors (TCRs) and their ligands is a grand challenge in immunology. Despite advances in high-throughput assays, specificity …
Introduction Neoantigen-based immunotherapy has emerged as a promising strategy for improving the life expectancy of cancer patients. This therapeutic approach heavily relies on …
X Li, J You, L Hong, W Liu, P Guo… - Cancer Biology & …, 2023 - pmc.ncbi.nlm.nih.gov
Immunotherapy represents a promising strategy for cancer treatment that utilizes immune cells or drugs to activate the patient's own immune system and eliminate cancer cells. One of …
D Korpela, E Jokinen, A Dumitrescu… - …, 2023 - academic.oup.com
Motivation T cells play an essential role in adaptive immune system to fight pathogens and cancer but may also give rise to autoimmune diseases. The recognition of a peptide–MHC …
J Kim, BJ Lee, S Moon, H Lee, J Lee, BS Kim… - Biomaterials …, 2024 - spj.science.org
Despite marked advancements in cancer immunotherapy over the past few decades, there remains an urgent need to develop more effective treatments in humans. This review …
Artificial-intelligence and machine-learning (AI/ML) approaches to predicting T-cell receptor (TCR)-epitope specificity achieve high performance metrics on test datasets which include …