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Record W4285491047 · doi:10.1681/asn.2022050534

Authors’ Reply: “On the Importance of Considering Glycosylation when Evaluating Biologic Therapies”

2022· letter· en· W4285491047 on OpenAlexaff
Andrea Angeletti, Pietro Ravani, Maurizio Bruschi, Gian Marco Ghiggeri

Bibliographic record

VenueJournal of the American Society of Nephrology · 2022
Typeletter
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGlycosylation and Glycoproteins Research
Canadian institutionsUniversity of Calgary
FundersAgenzia Italiana del Farmaco, Ministero della SaluteMinistero della Salute
KeywordsRituximabChinese hamster ovary cellImmunogenicityCD20OfatumumabMonoclonal antibodyAntibodyMedicineImmunologyInternal medicine

Abstract

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We thank Dr. Lemaire for the interest in our work and for the relevant observations. He reported that anti-CD20 mAbs, due to their generation in Golgi animal cell lines, may bring the sialic acid N-glycolylneuraminic (Neu5Gc), activated via linkage to cytidine monophosphate (CMP) by the enzyme cytidine monophosphate N-acetylneuraminic acid hydroxylase (Cmah), to be added to the terminal of glycans by sialyl transferases. In humans, the activated Neu5Gc is not present due to the deletion of the CMAH gene. In addition, exposure to animal proteins may have stimulated amplification of anti-Neu5Gc.1 Moreover, rituximab and ofatumumab are produced in CHO (Chinese hamster ovary) and NS0 (murine myeloma) cells, respectively. NSO express higher Cmah than CHO, with consequent significantly higher immunogenic profile of ofatmumab than rituximab. The immunogenicity of fully human anti-CD20 mAbs is not often considered in clinical practice but is relevant because it may affect efficacy. Further studies might address possible relevance of meat-heavy Western diets.2 We hypothesized that ofatumumab would be more effective than rituximab in a cohort of patients with steroid-dependent nephrotic syndrome on the basis of the stronger binding with CD20 and higher activation of complement that Lemaire reports. We observed equivalence between the two anti-CD20 mAbs,3 with rituximab superior in subjects aged <9 years.3 We also observed that previous exposure to rituximab results in production of anti-rituximab antibodies, which persists for a limited time but does not affect response to further administration. Lemaire posits that anti-Neu5GC antibodies may limit ofatumumab efficacy. Therefore, stratification of subjects enrolled in the ofatumumab arm, on the basis of the presence of circulating anti-Neu5Gc antibodies, may affect the results of our clinical trial. A goal of our present research is development of techniques to detect anti-Neu5Gc antibodies. The application will be extended to other ongoing studies with second-generation anti-CD20 mAbs. The introduction of anti-CD20 mAbs in 20114 has revolutionized the therapeutic approach to idiopathic nephrotic syndrome in children and to primary and secondary autoimmune glomerulonephritis in adults, such as membranous nephropathy and glomerulonephritis secondary to ANCA-vasculitis. It is fundamental to confirm the hypothesis in our large cohort and to determine how long circulating anti-Neu5Gc antibodies persist. Detection of anti-Neu5Gc antibodies prior to and during treatment with chimeric, human, or humanized anti-CD20 mAbs would promote a more personalized therapeutic approach. Disclosures All authors have nothing to disclose. Funding P. Ravani and G.M. Ghiggeri were supported by the Italian Ministry of Health, Ricerca Finalizzata (Grant: WFR: PE/Number: 2016-02361576).

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.045
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.035
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.045
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0030.007
Open science0.0030.003
Research integrity0.0350.047
Insufficient payload (model declined to judge)0.0060.006

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.055
GPT teacher head0.331
Teacher spread0.276 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2022
Admission routes1
Has abstractyes

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