On-chip 3D potency assay for prediction of clinical outcomes for cell therapy candidates for osteoarthritis.
basic_science · Level V
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- Record sourced from PubMed, PMID 40425577.
- Also identified by DOI 10.1038/s41467-025-60158-w and PMC identifier 12116846.
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Abstract
The lack of clinically predictive potency assays for cell products significantly impedes translation of these therapies. Here, we describe a microfluidic on-chip 3D system for rapid evaluation of a subset of patient-derived bone marrow aspirate concentrate (BMAC) samples used in a phase 3 multicenter trial (NCT03818737) evaluating autologous cells for relieving knee osteoarthritis pain. BMAC clinical samples cultured in the on-chip 3D system exhibit elevated levels of immunomodulatory and trophic proteins compared to 2D culture. Using analyte information from in vitro assays and patient-matched clinical data, we build linear regression prediction models for clinical outcomes. We demonstrate improved clinical prediction by cross-validation accuracy for the on-chip 3D platform compared to 2D culture. Additionally, on-chip 3D assay metrics display higher correlative power with patient pain scores compared to the 2D assay. This study establishes a potency assay with improved prediction power to accelerate translation of cell therapies.
Medical subject headings
- Osteoarthritis, Knee
- Cell- and Tissue-Based Therapy
- Lab-On-A-Chip Devices
- Osteoarthritis