Cell trajectory modulation: rapid microfluidic biophysical profiling of CAR T cell functional phenotypes

Chimeric Antigen Receptor (CAR) T cell therapy is a pivotal treatment for hematological malignancies. However, CAR T cell products exhibit batch-to-batch variability in cell number, quality, and in vivo efficacy due to donor-to-donor heterogeneity, and pre/post-manufacturing processes, and the manufacturing of such products necessitates careful testing, both post-manufacturing and pre-infusion. Here, we introduce the Cell Trajectory Modulation (CTM) assay, a microfluidic, label-free approach for the rapid evaluation of the functional attributes of CAR T cells based on biophysical features (i.e., size, deformability). CTM assay correlates with phenotypic metrics, including CD4:CD8 ratio, memory subtypes, and cytotoxic activity. Validated across multiple donors and culture platforms, the CTM assay requires fewer than 10,000 cells and delivers results within 10 minutes. Compared to labeled flow cytometry processing, the CTM assay offers real-time data to guide adaptive manufacturing workflows. Thus, the CTM assay offers an improvement over existing phenotypic assessments, marking a step forward in advancing CAR T cell therapy manufacturing.

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Publication Details

Journal
Nature Communications
Published
2025-05-22
DOI
https://doi.org/10.1038/s41467-025-59789-w
Citations
2
Primary Topic
CAR-T cell therapy research
Type
article
Field-Weighted Citation Impact
2.09

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article

Cell trajectory modulation: rapid microfluidic biophysical profiling of CAR T cell functional phenotypes

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2 citations
Nature Communications
CAR-T cell therapy research
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article

Cell trajectory modulation: rapid microfluidic biophysical profiling of CAR T cell functional phenotypes

Michael E. Birnbaum, Chin Ren Goh, Wei‐Xiang Sin, Francesca Lim, Jongyoon Han, Denise Bei Lin Teo, Kai Yun Quek, Faris Kairi, Shui Yen Soh, Kerwin Kwek Zeming, Michaela Su-Fern Seng, Elizabeth Lee, Ka‐Wai Cheung
article en
2 citations

Abstract

Chimeric Antigen Receptor (CAR) T cell therapy is a pivotal treatment for hematological malignancies. However, CAR T cell products exhibit batch-to-batch variability in cell number, quality, and in vivo efficacy due to donor-to-donor heterogeneity, and pre/post-manufacturing processes, and the manufacturing of such products necessitates careful testing, both post-manufacturing and pre-infusion. Here, we introduce the Cell Trajectory Modulation (CTM) assay, a microfluidic, label-free approach for the rapid evaluation of the functional attributes of CAR T cells based on biophysical features (i.e., size, deformability). CTM assay correlates with phenotypic metrics, including CD4:CD8 ratio, memory subtypes, and cytotoxic activity. Validated across multiple donors and culture platforms, the CTM assay requires fewer than 10,000 cells and delivers results within 10 minutes. Compared to labeled flow cytometry processing, the CTM assay offers real-time data to guide adaptive manufacturing workflows. Thus, the CTM assay offers an improvement over existing phenotypic assessments, marking a step forward in advancing CAR T cell therapy manufacturing.

Nature CommunicationsVol. 16(1)
Singapore General Hospital (SG), SingHealth Duke-NUS Academic Medical Centre (SG), IIT@MIT (US), KK Women's and Children's Hospital (SG), Singapore-MIT Alliance for Research and Technology (SG), Massachusetts Institute of Technology (US)
National Research Foundation, Agency for Science, Technology and Research, National Research Foundation Singapore
Openalex Percentile: Top 12%
CAR-T cell therapy research
2.09
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