Machine learning for functional protein design

P Notin, N Rollins, Y Gal, C Sander, D Marks - Nature biotechnology, 2024 - nature.com
Recent breakthroughs in AI coupled with the rapid accumulation of protein sequence and
structure data have radically transformed computational protein design. New methods …

Assessing developability early in the discovery process for novel biologics

ML Fernández-Quintero, A Ljungars, F Waibl, V Greiff… - MAbs, 2023 - Taylor & Francis
Beyond potency, a good developability profile is a key attribute of a biological drug.
Selecting and screening for such attributes early in the drug development process can save …

Review of phage display: A jack-of-all-trades and master of most biomolecule display

BPC Song, ACW Ch'ng, TS Lim - International Journal of Biological …, 2024 - Elsevier
Phage display was first described by George P. Smith when it was shown that virus particles
were capable of presenting foreign proteins on their surface. The technology has paved the …

Progress and Challenges in the Field of Snakebite Envenoming Therapeutics

JM Gutiérrez, N R. Casewell… - Annual Review of …, 2024 - annualreviews.org
Snakebite envenoming kills and maims hundreds of thousands of people every year,
especially in the rural settings of tropical regions. Envenomings are still treated with animal …

Massively-multiplexed epitope mapping techniques for viral antigen discovery

D Hu, AT Irving - Frontiers in Immunology, 2023 - frontiersin.org
Following viral infection, viral antigens bind specifically to receptors on the surface of
lymphocytes thereby activating adaptive immunity in the host. An epitope, the smallest …

Evolution of phage display libraries for therapeutic antibody discovery

Y Zhang - MAbs, 2023 - Taylor & Francis
Monoclonal antibodies (mAbs) and their derivatives have emerged as one of the most
important classes of biotherapeutics in recent decades. The success of mAb is due to their …

Comprehensive evaluation and systematic comparison of gaussian process (GP) modelling applications in peptide quantitative structure-activity relationship

H Ye, Y Zhang, Z Li, Y Peng, P Zhou - Chemometrics and Intelligent …, 2024 - Elsevier
Peptide quantitative structure-activity relationship (pQSAR) is a specific extension of
traditional QSARs from small-molecule drugs to bioactive peptides. Since peptides are …

[HTML][HTML] Insights into microfabrication and implementation of microfluidics in pharmaceutical drug delivery and analysis

OA Al-wdan, OA Sharallah, NA Abdelwahab… - OpenNano, 2023 - Elsevier
Microfluidics are systems that set forth valuable means to efficiently control fluid movement
and dynamics in specially fabricated micro-channel systems. The advancement of the …

Phage display based biosensing: Recent advances and challenges

M Wang, S Pang, H Zhang, Z Yang, A Liu - TrAC Trends in Analytical …, 2024 - Elsevier
Phage display enables to screen probes such as peptide, antibody and nanobody with high
specificity and affinity to the target, providing excellent probes for various analytical or …

How can we discover developable antibody-based biotherapeutics?

J Bauer, N Rajagopal, P Gupta, P Gupta… - Frontiers in Molecular …, 2023 - frontiersin.org
Antibody-based biotherapeutics have emerged as a successful class of pharmaceuticals
despite significant challenges and risks to their discovery and development. This review …