On-chip 3D potency assay for prediction of clinical outcomes for cell therapy candidates for osteoarthritis

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.

Authors

Institutions

Publication Details

Journal
Nature Communications
Published
2025-05-27
DOI
https://doi.org/10.1038/s41467-025-60158-w
Citations
4
Primary Topic
3D Printing in Biomedical Research
Type
article
Field-Weighted Citation Impact
2.70

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

On-chip 3D potency assay for prediction of clinical outcomes for cell therapy candidates for osteoarthritis

Hazel Y. Stevens, Scott D. Boden, Krishnendu Roy, Andrés J. Garcı́a et al.
4 citations
Nature Communications
3D Printing in Biomedical Research
2.70
article

On-chip 3D potency assay for prediction of clinical outcomes for cell therapy candidates for osteoarthritis

Hazel Y. Stevens, Scott D. Boden, Krishnendu Roy, Andrés J. Garcı́a, Elisa B Nieves, Hicham Drissi, Rebecca S. Schneider, Kenneth Mautner, Bhavay Aggarwal, Wilbur Aaron Lam, Linda Kippner, Annie C Bowles-Welch, Saurabh Sinha
article en
4 citations

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.

Nature CommunicationsVol. 16(1)
Georgia Institute of Technology (US), Emory University (US), The Wallace H. Coulter Department of Biomedical Engineering (US)
National Science Foundation, National Institutes of Health
Zero hunger
Openalex Percentile: Top 10%
3D Printing in Biomedical Research
2.70
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.