Machine Learning-Driven Methods for Nanobody Affinity Prediction

Machine Learning-Driven Methods for Nanobody Affinity Prediction

Saved in:

Bibliographic Details
Main Authors:	Hua Feng, Xuefeng Sun, Ning Li, Qian Xu, Qin Li, Shenli Zhang, Guangxu Xing, Gaiping Zhang, Fangyu Wang
Format:	Article
Language:	English
Published:	American Chemical Society 2024-11-01
Series:	ACS Omega
Online Access:	https://doi.org/10.1021/acsomega.4c09718
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Affinity is an important determinant of the anti-trypanosome activity of nanobodies.
by: Guy Caljon, et al.
Published: (2012-01-01)

High affinity nanobodies against the Trypanosome brucei VSG are potent trypanolytic agents that block endocytosis.
by: Benoît Stijlemans, et al.
Published: (2011-06-01)

Nanobodies: From Discovery to AI-Driven Design
by: Haoran Zhu, et al.
Published: (2025-05-01)

NanoBinder: a machine learning assisted nanobody binding prediction tool using Rosetta energy scores
by: Palistha Shrestha, et al.
Published: (2025-06-01)

Epitope mapping targeting the K205R protein of African swine fever virus using nanobody as a novel tool
by: Xuedan Wei, et al.
Published: (2025-05-01)

Superimmunity by pan-sarbecovirus nanobodies
by: Yufei Xiang, et al.
Published: (2025-07-01)

Modulating ion channels with nanobodies
by: Sher Ali, et al.
Published: (2025-06-01)

Machine learning-powered, high-affinity modification strategies for aptamers
by: Gubu Amu, et al.
Published: (2025-01-01)

Nanobody-as versatile tool emerging in autoimmune diseases
by: Ling Wang, et al.
Published: (2024-12-01)

Nanobodies and their derivatives: pioneering the future of cancer immunotherapy
by: Haixia Li, et al.
Published: (2025-06-01)

Identification of neutralizing nanobodies protecting against poxvirus infection
by: Xuehua Yang, et al.
Published: (2025-03-01)

EvoNB: A protein language model-based workflow for nanobody mutation prediction and optimization
by: Danyang Xiong, et al.
Published: (2025-06-01)

Corrigendum to: Machine learning-powered, high-affinity modification strategies for aptamers
by: Gubu Amu, et al.
Published: (2025-06-01)

Nanobody-Based Immunoassays for the Detection of Food Hazards—A Review
by: Wenkai Li, et al.
Published: (2025-03-01)

The potential role of nanobodies in asthma therapy
by: Baraa Khalid Salah Al-Sheakly, et al.
Published: (2025-01-01)

NANOBODIES: STRUCTURE, MANUFACTURING, APPLICATION (REVIEW)
by: A. V. Shatalova, et al.
Published: (2019-02-01)

Predicting Affinity Through Homology (PATH): Interpretable binding affinity prediction with persistent homology.
by: Yuxi Long, et al.
Published: (2025-06-01)

Improving drug–target affinity prediction by adaptive self-supervised learning
by: Qing Ye, et al.
Published: (2025-01-01)

Growth inhibition of Saccharomyces cerevisiae by SUMO-specific nanobodies
by: Pavana Suresh, et al.
Published: (2025-05-01)

A Folding-Docking-Affinity framework for protein-ligand binding affinity prediction
by: Ming-Hsiu Wu, et al.
Published: (2025-04-01)

Nanobodies targeting the tumor microenvironment and their formulation as nanomedicines
by: Liudmyla Maksymova, et al.
Published: (2025-03-01)

ASC nanobodies to counteract the consequences of inflammasome activation
by: Sahil Adriouch, et al.
Published: (2022-05-01)

Broad‐Spectrum Engineered Multivalent Nanobodies Against SARS‐CoV‐1/2
by: Zhihong Wang, et al.
Published: (2024-12-01)

Research Progress on the Application of Neutralizing Nanobodies in the Prevention and Treatment of Viral Infections
by: Qingling Duan, et al.
Published: (2025-06-01)

Computational nanobody design through deep generative modeling and epitope landscape profiling
by: Liyun Huo, et al.
Published: (2025-01-01)

Machine learning models for predicting interaction affinity energy between human serum proteins and hemodialysis membrane materials
by: Simin Nazari, et al.
Published: (2025-01-01)

Discovery of Nanosota-9 as anti-Omicron nanobody therapeutic candidate.
by: Gang Ye, et al.
Published: (2024-11-01)

Nanobodies in animal infectious disease control: diagnosis and therapy
by: Jing Wang, et al.
Published: (2025-07-01)

Nanobody-thioesterase chimeras to specifically target protein palmitoylation
by: Chien-Wen Kuo, et al.
Published: (2025-02-01)

Small but Mighty: Nanobodies in the Fight Against Infectious Diseases
by: Wenning Jiang, et al.
Published: (2025-04-01)

Optimised nanobody-based quenchbodies for enhanced protein detection
by: Jordan H. Cater, et al.
Published: (2025-06-01)

Developing nanobodies as allosteric molecular chaperones of glucocerebrosidase function
by: Thomas Dal Maso, et al.
Published: (2025-05-01)

Recombinant PASylated nanobody probes with improved blood circulation and tumor targeting
by: Yicheng Yang, et al.
Published: (2025-05-01)

Dual nanobody-redirected and Bi-specific CD13/TIM3 CAR T cells eliminate AML xenografts without toxicity to human HSCs
by: Xuyao Zhang, et al.
Published: (2025-12-01)

Tissue-specific knockdown of OMM protein via GFP nanobody-mediated degradation
by: Xiaojie Wang, et al.
Published: (2024-01-01)

FingerDTA: A Fingerprint-Embedding Framework for Drug-Target Binding Affinity Prediction
by: Xuekai Zhu, et al.
Published: (2023-03-01)

A competitive ELISA based on nanobodies for the detection of serum neutralizing antibodies against porcine epidemic diarrhea virus
by: Jiakai Zhao, et al.
Published: (2025-03-01)

Affine-Periodic Solutions for Dissipative Systems
by: Yu Zhang, et al.
Published: (2013-01-01)

Design of nanobody targeting SARS-CoV-2 spike glycoprotein using CDR-grafting assisted by molecular simulation and machine learning.
by: Matheus V F Ferraz, et al.
Published: (2025-04-01)

A CMTM6 Nanobody Overcomes EGFR‐TKI Resistance in Non‐Small Cell Lung Cancer
by: Lu Xia, et al.
Published: (2025-07-01)