Evidence map›Paper›PMID 38072062›Full record

ArticleThe Journal of biological chemistry2024

Matrixed CDR grafting: A neoclassical framework for antibody humanization and developability.

Pankaj Gupta, Alexander M Horspool, Goral Trivedi, Gina Moretti, Akshita Datar, Zhong-Fu Huang, Jeffrey Chiecko, Cynthia Hess Kenny, Michael S Marlow

Abstract read
In one paragraph

Article in The Journal of biological chemistry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Pankaj GuptaBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA. Electronic address: pankaj.gupta@boehringer-ingelheim.com.
Alexander M HorspoolBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Goral TrivediBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Gina MorettiBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Akshita DatarBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Zhong-Fu HuangBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Jeffrey ChieckoBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Cynthia Hess KennyBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA.
Michael S MarlowBiotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA. Electronic address: michael.marlow@boehringer-ingelheim.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Discovery and optimization of a biotherapeutic monoclonal antibody requires a careful balance of target engagement and physicochemical developability properties. To take full advantage of the sequence diversity provided by different antibody discovery platforms, a rapid and reliable process for humanization of antibodies from nonhuman sources is required. Canonically, maximizing homology of the human variable region (V-region) to the original germline was believed to result in preservation of binding, often without much consideration for inherent molecular properties. We expand on this approach by grafting the complementary determining regions (CDRs) of a mouse anti-LAG3 antibody into an extensive matrix of human variable heavy chain (VH) and variable light chain (VL) framework regions with substantially broader sequence homology to assess the impact on complementary determining region-framework compatibility through progressive evaluation of expression, affinity, biophysical developability, and function. Specific VH and VL framework sequences were associated with major expression and purification phenotypes. Greater VL sequence conservation was correlated with retained or improved affinity. Analysis of grafts that bound the target demonstrated that initial developability criteria were significantly impacted by VH, but not VL. In contrast, cell binding and functional characteristics were significantly impacted by VL, but not VH. Principal component analysis of all factors identified multiple grafts that exhibited more favorable antibody properties, notably with nonoptimal sequence conservation. Overall, this study demonstrates that modern throughput systems enable a more thorough, customizable, and systematic analysis of graft-framework combinations, resulting in humanized antibodies with improved global properties that may progress through development more quickly and with a greater probability of success.

Indexed as

Antibodies, MonoclonalAntibodies, Monoclonal, HumanizedAnimalsAntibody AffinityComplementarity Determining RegionsHumansLymphocyte Activation Gene 3 ProteinMiceAntibodies, MonoclonalAntibodies, Monoclonal, HumanizedComplementarity Determining RegionsLag3 protein, humanLymphocyte Activation Gene 3 Proteinbiophysical assessmentCDR graftingdevelopabilitygermlineshumanization

Identifiers

PMID38072062
PMCPMC10805677

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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.