ReviewmAbs
Trends in industrialization of biotherapeutics: a survey of product characteristics of 89 antibody-based biotherapeutics.
Review in mAbs. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
37 citing papers in PubMed, 1 synthesis or guideline pooled it, 62 citations in OpenAlex.
- Pooled it
- Article
- Article
- Development and Integrated Application of the Multi-Attribute Method (MAM) in Quality Control of Biotechnological Drugs.Biotechnology and bioengineering · 2026Review
- Accelerating microfluidic capillary electrophoresis-mass spectrometry for charge-variant and glycoform analysis of intact monoclonal antibodies.Analytical and bioanalytical chemistry · 2026Article
- Antibody-Drug Conjugates Drug Product Formulation and Process Development, Scalability and Stability Considerations.AAPS PharmSciTech · 2026Review
- Machine learning enables efficient and effective affinity maturation of nanobodies.bioRxiv : the preprint server for biology · 2026Article
- Machine Learning-Enabled Image Comparability Assessment for Flow Imaging Microscopy Across Platforms.Pharmaceuticals (Basel, Switzerland) · 2026Article
- Article
- Review
- Article
- Monoclonal antibody formulations: a quantitative analysis of marketed products and patents.mAbs · 2025Article
- Review
- Bayesian Optimization for Efficient Multiobjective Formulation Development of Biologics.Molecular pharmaceutics · 2025Article
- High-Throughput Monoclonal Antibody Peptide Mapping Using 15-s HPLC Gradients Coupled with Cyclic Ion Mobility-Mass Spectrometry.Analytical chemistry · 2025Article
- Machine-guided dual-objective protein engineering for deimmunization and therapeutic functions.Cell systems · 2025Article
- Opportunities in formulation development of antibody-based therapeutics.Antibody therapeutics · 2025Article
- Effect of Ozoralizumab Administration with or without Methotrexate in Patients with Rheumatoid Arthritis: A Post-Hoc Analysis.Rheumatology and therapy · 2025Article
- Rat as a Predictive Model for Human Clearance and Bioavailability of Monoclonal Antibodies.Antibodies (Basel, Switzerland) · 2024Article
- Deep learning-based design and experimental validation of a medicine-like human antibody library.Briefings in bioinformatics · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is considerable interest in the pharmaceutical industry toward development of antibody-based biotherapeutics because they can selectively bind diverse receptors and often possess desirable pharmacology. Here, we studied product characteristics of 89 marketed antibody-based biotherapeutics that were approved from 1986 to mid-2020 by gathering publicly available information. Our analyses revealed major trends in their emergence as the best-selling class of pharmaceuticals. Early on, most therapeutic monoclonal antibodies were developed to treat cancer, with CD20 being the most common target. Thanks to industrialization of antibody manufacturing technologies, their use has now blossomed to include 15 different therapeutic areas and nearly 60 targets, and the field is still growing! Drug manufacturers are solidifying their choices regarding types of antibodies and their molecular formats. IgG1 kappa continues to be the most common molecular format among marketed antibody-based biotherapeutics. Most antibody-based biotherapeutics approved since 2015 are either humanized or fully human, but the data we collected do not show a direct correlation between humanness and reported incidence of anti-drug antibodies. Furthermore, there have also been improvements in terms of drug product stability and high concentration liquid formulations suitable for subcutaneous route of administration, which are being approved more often in recent years. These improvements, however, have not been uniformly adopted across all therapeutic areas, suggesting that multiple options for drug product development are being used to serve diverse therapeutic purposes. Insights gained from this analysis may help us devise better end-to-end antibody-based biotherapeutic drug discovery and development strategies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.