Best Practices in mAb and Soluble Target Assay Selection for Quantitative Modelling and Qualitative Interpretation.

AAPS J

Bioanalysis Immunogenicity and Biomarkers, GSK Research, 1250 South Collegeville Road, Pennsylvania, 19426, Collegeville, USA.

Published: February 2023

AI Article Synopsis

  • Biologics, particularly monoclonal antibodies (mAbs), have gained significance in drug discovery, necessitating specialized assays to measure their interactions with targets.
  • The development of multiple overlapping assays may have led to inefficiencies and conflicting data, suggesting a need for early investment in total assays for better accuracy.
  • While understanding free target dynamics is important, using total assay data and model-based estimations offers a more reliable approach than direct assay estimates, with a caution toward biases in free target measurements.

Article Abstract

Biologics, especially monoclonal antibodies (mAbs), are an increasingly important part of the drug discovery and development portfolio across the pharmaceutical industry. To enable robust demonstration of pillars 1 and 2 [1] for mAbs, specialised assays are required to measure the complex interactions between mAb and target. This is especially important for the interpretation of soluble target interactions. In some instances, multiple assays with overlapping purposes (e.g., developing both complex and total assays) have been developed. In retrospect, these efforts may have led to excessive time and resources spent in assay development and the generation of data that is contradictory or misleading. Our recommendation is to invest resources early into the development of total assays for both mAb and target. Free target assay data may be inaccurate and report higher levels of free target than are present in the sample at collection due to re-equilibrium during measurement. Total assay formats are inherently less sensitive to the effects of sample preparation, assay conditions, and re-equilibration than free or complex assays. It is acknowledged that pathology/pharmacology is ultimately driven by the free target and knowledge of its dynamics are critical. However, generation of appropriate total target data and using model-based estimation of free target concentrations is a more robust approach than utilisation of direct assay derived estimates. Where free data are utilised, the potential biases should be prospectively considered when developing the assay and utilising the data for quantitative analyses.

Download full-text PDF

Source
http://dx.doi.org/10.1208/s12248-023-00788-4DOI Listing

Publication Analysis

Top Keywords

free target
16
target
9
soluble target
8
target assay
8
mab target
8
total assays
8
assay
7
free
6
assays
5
data
5

Similar Publications

Late-Stage C-H Functionalization of Dehydroalanine-Containing Peptides with Arylthianthrenium Salts and Its Application in Synthesis of Tentoxin Analogue.

Org Lett

January 2025

Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry, Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China.

Dehydrophenylalanine has a characteristic unsaturated double bond that makes it indispensable in the context of peptides and proteins. In this study, we report the Pd-catalyzed C(sp)-H arylation of dehydroalanine-containing peptides with arylthianthrenium salts under mild and base free conditions, which provides efficient access to dehydrophenylalanine-containing peptides. This approach enables the efficient coupling of different drug scaffolds and bioactive molecules to the peptides.

View Article and Find Full Text PDF

High detection rate of parasitic load by qPCR targeting 18S rDNA in blood of patients with active leishmaniasis lesions.

Eur J Clin Microbiol Infect Dis

January 2025

Faculdade de Medicina, Laboratório de Parasitologia, Instituto de Medicina Tropical, Universidade de São Paulo, São Paulo, Brazil.

This study aimed to standardize qPCR techniques using these molecular markers kDNA and 18S rDNA across three sample types: peripheral blood, guanidine-treated blood, and tissue. The secondary objective is to evaluate the performance of 18S rDNA target in samples from 46 patients with confirmed tegumentary leishmaniasis. After obtaining the standard curve from reference strains with Leishmania, qPCR curves were standardizations and the Cts results of the patient samples were described using abstract measures.

View Article and Find Full Text PDF

Barriers to transition to resource-oriented sanitation in rural Ethiopia.

Environ Sci Pollut Res Int

January 2025

Department of Environmental Health Sciences and Technology, Institute of Health, Jimma University, Jimma, Ethiopia.

Recycling excreta resources through resource-oriented toilet systems (ROTS) holds transformative potential, yet adoption remains limited, especially where benefits could be high. This study aims to understand constraints hindering the adoption of ROTS in one such area in Ethiopia. Based on a survey among 476 households comprising 2393 individuals, we examine the plans to use ROTS and willingness to pay for ROTS and apply structural equation modelling to analyze the drivers of these two outcomes while comparing the explanative power of the extended technology acceptance model, extended theory of planned behaviour, and their combined model.

View Article and Find Full Text PDF

Pancreatic ductal adenocarcinoma (PDAC) is projected to be the second leading cause of cancer-related death by 2030. Early identification is rare, with a 5-year overall survival (OS) of less than 10%. Advances in the understanding of PDAC tumor biology are needed to improve these outcomes.

View Article and Find Full Text PDF

Cluster analysis of sarcopenia in older adults: significant factors contributing to disease severity.

Eur Geriatr Med

January 2025

Federal State Autonomous Educational Institution of Higher Education "Russian National Research Medical University named after N.I. Pirogov" of the Ministry of Health of the Russian Federation, Separate structural unit "Russian Gerontology Research and Clinical Centre", 16 1st Leonova Street, Moscow, Russia, 129226.

Introduction: The European Working Group on Sarcopenia in Older People (EWGSOP2) defines sarcopenia as a muscle disease (muscle failure) rooted in adverse muscle changes that accrue across a lifetime; sarcopenia is common among adults of older age. New findings on the hormonal and metabolic characteristics of patients with sarcopenia have aided in developing more targeted therapeutic strategies. However, treating older patients with sarcopenia still poses a number of challenges.

View Article and Find Full Text PDF

Want 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!