Download full-text PDF |
Source |
|---|
Publication Analysis
Top Keywords
Similar Publications
A comprehensive benchmarking for evaluating TCR embeddings in modeling TCR-epitope interactions.
Brief Bioinform
November 2024
Department of Computer Science, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon Tong, Hong Kong, 999077, China.
The complexity of T cell receptor (TCR) sequences, particularly within the complementarity-determining region 3 (CDR3), requires efficient embedding methods for applying machine learning to immunology. While various TCR CDR3 embedding strategies have been proposed, the absence of their systematic evaluations created perplexity in the community. Here, we extracted CDR3 embedding models from 19 existing methods and benchmarked these models with four curated datasets by accessing their impact on the performance of TCR downstream tasks, including TCR-epitope binding affinity prediction, epitope-specific TCR identification, TCR clustering, and visualization analysis.
View Article and Find Full Text PDFBiparatopic binding of ISB 1442 to CD38 in trans enables increased cell antibody density and increased avidity.
MAbs
December 2025
Ichnos Glenmark Innovation, New York, NY, USA.
ISB 1442 is a bispecific biparatopic antibody in clinical development to treat hematological malignancies. It consists of two adjacent anti-CD38 arms targeting non-overlapping epitopes that preferentially drive binding to tumor cells and a low-affinity anti-CD47 arm to enable avidity-induced blocking of proximal CD47 receptors. We previously reported the pharmacology of ISB 1442, designed to reestablish synthetic immunity in CD38+ hematological malignancies.
View Article and Find Full Text PDFUnveiling inverted D genes and D-D fusions in human antibody repertoires unlocks novel antibody diversity.
Commun Biol
January 2025
Large Molecules Research, Sanofi, Cambridge, MA, USA.
Antibodies, essential components of adaptive immunity, derive their remarkable diversity primarily from V(D)J gene rearrangements, particularly within the heavy chain complementarity-determining region 3 (CDR-H3) where D genes play a major role. Traditionally, D genes were thought to recombine only in the forward direction, despite having identical recombination signal sequences (12 base pair spacers) at both ends. This observation led us to question whether these symmetrical sequences might enable bidirectional recombination.
View Article and Find Full Text PDFIsolation of PCSK9-specific nanobodies from synthetic libraries using a combined protein selection strategy.
Sci Rep
January 2025
Biological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Nanobodies (Nbs) hold great potential to replace conventional antibodies in various biomedical applications. However, conventional methods for their discovery can be time-consuming and expensive. We have developed a reliable protein selection strategy that combines magnetic activated cell sorting (MACS)-based screening of yeast surface display (YSD) libraries and functional ligand-binding identification by Tat-based recognition of associating proteins (FLI-TRAP) to isolate antigen-specific Nbs from synthetic libraries.
View Article and Find Full Text PDFAssociation of Specific Gene Mutations with Immunoglobulin Heavy-Chain Variable Region and Chromosomal Alterations in Chronic Lymphocytic Leukemia Patients in India.
Asian Pac J Cancer Prev
January 2025
Principal Scientific Officer & Molecular Advisor, Rajiv Gandhi Cancer Institute & Research Centre, New Delhi, India.
Chronic lymphocytic leukemia (CLL) is a less common hematological malignancy in Indian people. It accounts for less than 5% of all leukemias. Information on genomic alteration in CLL is limited immunoglobulin heavy-chain variable region (IGHV) mutational status is considered the most reliable prognostic marker.
View Article and Find Full Text PDFWant AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!