Identification of neoantigens for individualized therapeutic cancer vaccines

F Lang, B Schrörs, M Löwer, Ö Türeci… - Nature reviews Drug …, 2022 - nature.com
Somatic mutations in cancer cells can generate tumour-specific neoepitopes, which are
recognized by autologous T cells in the host. As neoepitopes are not subject to central …

[HTML][HTML] Tumor neoantigens: from basic research to clinical applications

T Jiang, T Shi, H Zhang, J Hu, Y Song, J Wei… - Journal of hematology & …, 2019 - Springer
Tumor neoantigen is the truly foreign protein and entirely absent from normal human
organs/tissues. It could be specifically recognized by neoantigen-specific T cell receptors …

[HTML][HTML] SARS-CoV-2 mRNA vaccination elicits a robust and persistent T follicular helper cell response in humans

PA Mudd, AA Minervina, MV Pogorelyy, JS Turner… - Cell, 2022 - cell.com
SARS-CoV-2 mRNA vaccines induce robust anti-spike (S) antibody and CD4+ T cell
responses. It is not yet clear whether vaccine-induced follicular helper CD4+ T (T FH) cell …

NetMHCpan-4.1 and NetMHCIIpan-4.0: improved predictions of MHC antigen presentation by concurrent motif deconvolution and integration of MS MHC eluted ligand …

B Reynisson, B Alvarez, S Paul, B Peters… - Nucleic acids …, 2020 - academic.oup.com
Major histocompatibility complex (MHC) molecules are expressed on the cell surface, where
they present peptides to T cells, which gives them a key role in the development of T-cell …

MHC-II neoantigens shape tumour immunity and response to immunotherapy

E Alspach, DM Lussier, AP Miceli, I Kizhvatov… - Nature, 2019 - nature.com
The ability of the immune system to eliminate and shape the immunogenicity of tumours
defines the process of cancer immunoediting. Immunotherapies such as those that target …

Therapeutics data commons: Machine learning datasets and tasks for drug discovery and development

K Huang, T Fu, W Gao, Y Zhao, Y Roohani… - arXiv preprint arXiv …, 2021 - arxiv.org
Therapeutics machine learning is an emerging field with incredible opportunities for
innovatiaon and impact. However, advancement in this field requires formulation of …

Optimization of therapeutic antibodies by predicting antigen specificity from antibody sequence via deep learning

DM Mason, S Friedensohn, CR Weber… - Nature Biomedical …, 2021 - nature.com
The optimization of therapeutic antibodies is time-intensive and resource-demanding,
largely because of the low-throughput screening of full-length antibodies (approximately 1× …

[HTML][HTML] Microbial peptides activate tumour-infiltrating lymphocytes in glioblastoma

R Naghavian, W Faigle, P Oldrati, J Wang… - Nature, 2023 - nature.com
Microbial organisms have key roles in numerous physiological processes in the human
body and have recently been shown to modify the response to immune checkpoint …

Escape from recognition of SARS-CoV-2 variant spike epitopes but overall preservation of T cell immunity

C Riou, R Keeton, T Moyo-Gwete… - Science translational …, 2021 - science.org
SARS-CoV-2 variants that escape neutralization and potentially affect vaccine efficacy have
emerged. T cell responses play a role in protection from reinfection and severe disease, but …

Improved prediction of MHC II antigen presentation through integration and motif deconvolution of mass spectrometry MHC eluted ligand data

B Reynisson, C Barra, S Kaabinejadian… - Journal of proteome …, 2020 - ACS Publications
Major histocompatibility complex II (MHC II) molecules play a vital role in the onset and
control of cellular immunity. In a highly selective process, MHC II presents peptides derived …