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

JCI Insight. 2022 Oct 4;7(20):e160702. doi: 10.1172/jci.insight.160702.

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.

Keywords: Cell Biology; Osteoarthritis; Therapeutics.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Cartilage* / drug effects
  • Cartilage* / metabolism
  • Drug Evaluation, Preclinical* / methods
  • Homeostasis / drug effects
  • Humans
  • NF-kappa B / metabolism
  • Osteoarthritis* / drug therapy
  • Osteoarthritis* / metabolism
  • Signal Transduction
  • Single-Cell Analysis / instrumentation
  • Single-Cell Analysis / methods

Substances

  • kartogenin
  • NF-kappa B