Evidence map›Paper›PMID 28322916›Full record

ArticleJournal of molecular biology2017

Prediction and Reduction of the Aggregation of Monoclonal Antibodies.

Rob van der Kant, Anne R Karow-Zwick, Joost Van Durme, Michaela Blech, Rodrigo Gallardo, Daniel Seeliger, Kerstin Aßfalg, Pieter Baatsen, Griet Compernolle, Ann Gils and 5 more

Abstract read
In one paragraph

Article in Journal of molecular biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.

0numbers the graph read from it
0cells of the map it votes in
66citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

66 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Three-Dimensional Modeling ofAntibodies (Basel, Switzerland) · 2025
    Article
  7. Antibody Aggregate Removal by Multimodal Chromatography.Molecules (Basel, Switzerland) · 2025
    Review
  8. Review
  9. Review
  10. Article
  11. Article
  12. Hybrid Mass Spectrometry Applied across the Production of Antibody Biotherapeutics.Journal of the American Society for Mass Spectrometry · 2025
    Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Review
  19. Exploiting the intrinsic misfolding propensity of the KRAS oncoprotein.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  20. Article

6 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Rob van der KantVIB Switch Laboratory, Herestraat 49, B-3000 Leuven, Belgium; Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, PO 802, B-3000 Leuven, Belgium.
Anne R Karow-ZwickBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Joost Van DurmeVIB Switch Laboratory, Herestraat 49, B-3000 Leuven, Belgium; Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, PO 802, B-3000 Leuven, Belgium.
Michaela BlechBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Rodrigo GallardoVIB Switch Laboratory, Herestraat 49, B-3000 Leuven, Belgium; Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, PO 802, B-3000 Leuven, Belgium.
Daniel SeeligerBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Kerstin AßfalgBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Pieter BaatsenEM-platform VIB Bio Imaging Core, VIB-KU Leuven, Herestraat 49, B-3000 Leuven.
Griet CompernolleDepartment of Pharmaceutical and Pharmacological Sciences, Laboratory for Therapeutic and Diagnostic Antibodies, KU Leuven, Herestraat 49, PO 820, B-3000 Leuven, Belgium.
Ann GilsDepartment of Pharmaceutical and Pharmacological Sciences, Laboratory for Therapeutic and Diagnostic Antibodies, KU Leuven, Herestraat 49, PO 820, B-3000 Leuven, Belgium.
Joey M StudtsBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Patrick SchulzBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Patrick GaridelBoehringer Ingelheim Pharma GmbH & Co. KG, 88400, Biberach/Riss, Germany.
Joost SchymkowitzVIB Switch Laboratory, Herestraat 49, B-3000 Leuven, Belgium; Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, PO 802, B-3000 Leuven, Belgium. Electronic address: joost.schymkowitz@switch.vib-kuleuven.be.
Frederic RousseauVIB Switch Laboratory, Herestraat 49, B-3000 Leuven, Belgium; Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, PO 802, B-3000 Leuven, Belgium. Electronic address: frederic.rousseau@switch.vib-kuleuven.be.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Protein aggregation remains a major area of focus in the production of monoclonal antibodies. Improving the intrinsic properties of antibodies can improve manufacturability, attrition rates, safety, formulation, titers, immunogenicity, and solubility. Here, we explore the potential of predicting and reducing the aggregation propensity of monoclonal antibodies, based on the identification of aggregation-prone regions and their contribution to the thermodynamic stability of the protein. Although aggregation-prone regions are thought to occur in the antigen binding region to drive hydrophobic binding with antigen, we were able to rationally design variants that display a marked decrease in aggregation propensity while retaining antigen binding through the introduction of artificial aggregation gatekeeper residues. The reduction in aggregation propensity was accompanied by an increase in expression titer, showing that reducing protein aggregation is beneficial throughout the development process. The data presented show that this approach can significantly reduce liabilities in novel therapeutic antibodies and proteins, leading to a more efficient path to clinical studies.

Indexed as

AlgorithmsAnimalsAntibodies, MonoclonalCHO CellsComputational BiologyComputer SimulationCricetulusHumansMutationProtein ConformationProtein EngineeringStructure-Activity RelationshipAntibodies, Monoclonalmonoclonal antibodyprotein aggregationprotein engineeringprotein folding

Identifiers

PMID28322916
PMCPMC5397608

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.