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Drug Metabolism & Disposition

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Achieving a deeper understanding of drug metabolism and responses using single cell technologies

Abigail M. Wheeler, Colten D. Eberhard, Eric P. Mosher, Yuting Yuan, Hannah N. Wilkins, Herana Kamal Seneviratne, Benjamin C. Orsburn and Namandje N. Bumpus
Drug Metabolism and Disposition January 10, 2023, DMD-MR-2022-001043; DOI: https://doi.org/10.1124/dmd.122.001043
Abigail M. Wheeler
1Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, United States
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  • For correspondence: nbumpus1@jhmi.edu
Colten D. Eberhard
1Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, United States
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Eric P. Mosher
1Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, United States
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  • ORCID record for Eric P. Mosher
Yuting Yuan
1Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, United States
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Hannah N. Wilkins
1Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, United States
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Herana Kamal Seneviratne
2Department of Pharmacology and Molecular Sciences, Johns Hopkins University, United States
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  • ORCID record for Herana Kamal Seneviratne
Benjamin C. Orsburn
1Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, United States
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Namandje N. Bumpus
3Medicine, Johns Hopkins University School of Medicine, United States
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  • For correspondence: nbumpus1@jhmi.edu
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Abstract

Recent advancements in single-cell technologies have enabled detection of RNA, proteins, metabolites, and xenobiotics in individual cells, and the application of these technologies has the potential to transform pharmacological research. Single-cell data has already resulted in the development of human and model species cell atlases, identifying different cell-types within a tissue, further facilitating the characterization of tumor heterogeneity and providing insight into treatment resistance. Research discussed in this review demonstrates that distinct cell populations express drug metabolizing enzymes to different extents, indicating there may be variability in drug metabolism not only between organs, but within tissue types. Additionally, we put forth the concept that single-cell analyses can be utilized to expose underlying variability in cellular response to drugs, providing a unique examination of drug efficacy, toxicity, and metabolism. We will outline several of these techniques: single-cell RNA-sequencing and mass cytometry to characterize and distinguish different cell types, single-cell proteomics to quantify drug metabolizing enzymes and characterize cellular responses to drug, capillary electrophoresis-ultrasensitive laser-induced fluorescence detection and single-probe single-cell mass spectrometry for detection of drugs, and others. Emerging single-cell technologies such as these can comprehensively characterize heterogeneity in both cell-type specific drug metabolism and response to treatment, enhancing progress toward personalized and precision medicine.

Significance Statement Recent technological advances have enabled the analysis of gene expression and protein levels in single cells. These types of analyses are important to investigating mechanisms that cannot be elucidated on a bulk level, primarily due to the variability of cell populations within biological systems. Here, we summarize cell-type specific drug metabolism and how pharmacologists can utilize single-cell approaches to obtain a comprehensive understanding of drug metabolism and cellular heterogeneity in response to drugs.

  • drug metabolism
  • extrahepatic drug metabolism
  • imaging
  • mass spectrometry
  • proteomics
  • transcriptomics
  • © 2020 The Authors. This is an open access article under the terms of the Creative Commons Attribution Non-Commercial License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited and is not used for commercial purposes.
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Drug Metabolism and Disposition: 51 (2)
Drug Metabolism and Disposition
Vol. 51, Issue 2
1 Feb 2023
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Single cell technologies for pharmacology

Abigail M. Wheeler, Colten D. Eberhard, Eric P. Mosher, Yuting Yuan, Hannah N. Wilkins, Herana Kamal Seneviratne, Benjamin C. Orsburn and Namandje N. Bumpus
Drug Metabolism and Disposition January 10, 2023, DMD-MR-2022-001043; DOI: https://doi.org/10.1124/dmd.122.001043

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Single cell technologies for pharmacology

Abigail M. Wheeler, Colten D. Eberhard, Eric P. Mosher, Yuting Yuan, Hannah N. Wilkins, Herana Kamal Seneviratne, Benjamin C. Orsburn and Namandje N. Bumpus
Drug Metabolism and Disposition January 10, 2023, DMD-MR-2022-001043; DOI: https://doi.org/10.1124/dmd.122.001043
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