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A single-cell mass cytometry platform to map the effects of preclinical drugs on cartilage homeostasis
Neety Sahu, Fiorella Carla Grandi, Nidhi Bhutani
Neety Sahu, Fiorella Carla Grandi, Nidhi Bhutani
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Research Article Cell biology Therapeutics

A single-cell mass cytometry platform to map the effects of preclinical drugs on cartilage homeostasis

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Abstract

No disease-modifying drug exists for osteoarthritis (OA). Despite success in animal models, candidate drugs continue to fail in clinical trials owing to the unmapped interpatient heterogeneity and disease complexity. We used a single-cell platform based on cytometry by time-of-flight (cyTOF) to precisely outline the effects of candidate drugs on human OA chondrocytes. OA chondrocytes harvested from patients undergoing total knee arthroplasty were treated with 2 drugs, an NF-κB pathway inhibitor, BMS-345541, and a chondroinductive small molecule, kartogenin, that showed preclinical success in animal models for OA. cyTOF conducted with 30 metal isotope–labeled antibodies parsed the effects of the drugs on inflammatory, senescent, and chondroprogenitor cell populations. The NF-κB pathway inhibition decreased the expression of p–NF-κB, HIF2A, and inducible NOS in multiple chondrocyte clusters and significantly depleted 4 p16ink4a-expressing senescent populations, including NOTCH1+STRO1+ chondroprogenitor cells. While kartogenin also affected select p16ink4a-expressing senescent clusters, there was a less discernible effect on chondroprogenitor cell populations. Overall, BMS-345541 elicited a uniform drug response in all patients, while only a few responded to kartogenin. These studies demonstrate that a single-cell cyTOF-based drug screening platform can provide insights into patient response assessment and patient stratification.

Authors

Neety Sahu, Fiorella Carla Grandi, Nidhi Bhutani

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Figure 6

Effect of drugs on the OA secretory output.

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Effect of drugs on the OA secretory output.
OA chondrocytes harvested fr...
OA chondrocytes harvested from the surgical waste of 5 additional patients undergoing total knee replacement surgeries (n = 5) were treated with BMS-345541 (25 μM), kartogenin (25 μM), or DMSO for 48 hours. Spent medium was used for 80-plex autoantibody assay by Luminex. (A and C) Fold change in the raw mean fluorescence intensity (MFI) of all analytes in samples treated with BMS-345541 (A) or kartogenin (C) normalized to respective DMSO-treated samples. Statistical significance was measured by pairwise t test with post hoc Benjamini-Hochberg test. Significantly different (P < 0.05) analytes between drug treatment and DMSO controls are denoted in red, and log adjusted P values are provided (inset). (B and D) Raw MFI values of select SASP-associated analytes (IL-1α, IL-1β, IL-6, TNF-α, TNF-β, and VEGF) are represented in paired samples (n = 5) for BMS-345541 (B) and kartogenin (D) treatments.

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