2 min read

ID: 1199248

Short Link: https://gregory-ms.com/articles/1199248/

Discovery Date: 25 January 2023, 05:50:16 UTC

Published Date: 2023-01-24 11:00:00

Source: PubMed

Link: https://pubmed.ncbi.nlm.nih.gov/36693720/?fc=20210216052009&ff=20230125005014&v=2.17.9.post6+86293ac

Manual Selection: none

Machine Learning Gaussian Naive Bayes Model: false

Abstract

J Neurol Neurosurg Psychiatry. 2023 Jan 24:jnnp-2022-330793. doi: 10.1136/jnnp-2022-330793. Online ahead of print.

ABSTRACT

BACKGROUND: The majority of patients with multiple sclerosis on ocrelizumab have B-cell depletion after standard interval dosing of 26 weeks. With B-cell-guided dosing patients receive their next dose when B-cell repopulation occurs. Prediction of B-cell repopulation using ocrelizumab concentrations could aid in personalising treatment regimes. The objectives of this study were to evaluate the association between ocrelizumab drug concentration, antidrug antibodies (ADAs) and CD19 B-cell count, and to define a cut-off ocrelizumab concentration for start of B-cell repopulation (defined by ≥10 CD19+ B cells/µL).

METHODS: In this investigator-initiated prospective study, blood samples at various time points during ocrelizumab treatment were collected from a biobank. Serum ocrelizumab concentrations and ADAs were measured with two different assays developed for this study. Data were analysed using linear mixed effect models. An receiver operating characteristic (ROC) curve was used to determine a cut-off ocrelizumab concentration for start of B-cell repopulation (defined by ≥10 cells/µL).

RESULTS: A total of 452 blood samples from 72 patients were analysed. Ocrelizumab concentrations were detectable up until 53.3 weeks after last infusion and ranged between <0.0025 and 204 µg/mL after 1-67 weeks. Ocrelizumab concentration was negatively associated with B-cell count, with body mass index identified as effect modifier. We found a cut-off value of 0.06 µg/mL for start of B-cell repopulation of ≥10 cells/µL. Ocrelizumab ADAs were detectable in four patients (5.7%) with corresponding low ocrelizumab concentrations and start of B-cell repopulation.

CONCLUSIONS: Serum ocrelizumab concentration was strongly associated with B-cell count. Measurement of ocrelizumab drug concentrations and ADAs could play an important role to further personalise treatment and predict the start of B-cell repopulation.

PMID:36693720 | DOI:10.1136/jnnp-2022-330793

Noun Phrases in Title

  • Ocrelizumab concentration
  • antidrug antibodies
  • B-cell count
  • multiple sclerosis
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