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First-in-human, double-blind, randomized phase 1b study of peptide immunotherapy IMCY-0098 in new-onset type 1 diabetes: an exploratory analysis of immune biomarkers.
- Source :
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BMC medicine [BMC Med] 2024 Jun 21; Vol. 22 (1), pp. 259. Date of Electronic Publication: 2024 Jun 21. - Publication Year :
- 2024
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Abstract
- Background: IMCY-0098, a synthetic peptide developed to halt disease progression via elimination of key immune cells in the autoimmune cascade, has shown a promising safety profile for the treatment of type 1 diabetes (T1D) in a recent phase 1b trial. This exploratory analysis of data from that trial aimed to identify the patient biomarkers at baseline associated with a positive response to treatment and examined the associations between immune response parameters and clinical efficacy endpoints (as surrogates for mechanism of action endpoints) using an artificial intelligence-based approach of unsupervised explainable machine learning.<br />Methods: We conducted an exploratory analysis of data from a phase 1b, dose-escalation, randomized, placebo-controlled study of IMCY-0098 in patients with recent-onset T1D. Here, a panel of markers of T cell activation, memory T cells, and effector T cell response were analyzed via descriptive statistics. Artificial intelligence-based analyses of associations between all variables, including immune responses and clinical responses, were performed using the Knowledge Extraction and Management (KEM <superscript>®</superscript> ) v 3.6.2 analytical platform.<br />Results: The relationship between all available patient data was investigated using unsupervised machine learning implemented in the KEM <superscript>®</superscript> environment. Of 15 associations found for the dose C group (450 μg subcutaneously followed by 3 × 225 μg subcutaneously), seven involved human leukocyte antigen (HLA) type, all of which identified improvement/absence of worsening of disease parameters in DR4 <superscript>+</superscript> patients and worsening/absence of improvement in DR4 <superscript>-</superscript> patients. This association with DR4 <superscript>+</superscript> and non-DR3 was confirmed using the endpoints normalized area under the curve C-peptide from mixed meal tolerance tests where presence of DR4 HLA haplotype was associated with an improvement in both endpoints. Exploratory immune analysis showed that IMCY-0098 dose B (150 μg subcutaneously followed by 3 × 75 μg subcutaneously) and dose C led to an increase in presumed/potentially protective antigen-specific cytolytic CD4 <superscript>+</superscript> T cells and a decrease in pathogenic CD8 <superscript>+</superscript> T cells, consistent with the expected mechanism of action of IMCY-0098. The analysis identified significant associations between immune and clinical responses to IMCY-0098.<br />Conclusions: Promising preliminary efficacy results support the design of a phase 2 study of IMCY-0098 in patients with recent-onset T1D.<br />Trial Registration: ClinicalTrials.gov NCT03272269; EudraCT: 2016-003514-27.<br /> (© 2024. The Author(s).)
Details
- Language :
- English
- ISSN :
- 1741-7015
- Volume :
- 22
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- BMC medicine
- Publication Type :
- Academic Journal
- Accession number :
- 38902652
- Full Text :
- https://doi.org/10.1186/s12916-024-03476-y