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Sabines-Chesterking J, Burenkov IA, Polyakov SV. Quantum measurement enables single biomarker sensitivity in flow cytometry. Sci Rep 2024; 14:3891. [PMID: 38365797 PMCID: PMC10873388 DOI: 10.1038/s41598-023-49145-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 12/05/2023] [Indexed: 02/18/2024] Open
Abstract
We present the first unambiguous experimental method enabling single-fluorophore sensitivity in a flow cytometer using quantum properties of single-photon emitters. We use a quantum measurement based on the second-order coherence function to prove that the optical signal is produced by individual biomarkers traversing the interrogation volume of the flow cytometer from the first principles. This observation enables the use of the quantum toolbox for rapid detection, enumeration, and sorting of single fluorophores in large cell populations as well as a 'photons-to-moles' calibration of this measurement modality.
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Affiliation(s)
- J Sabines-Chesterking
- Joint Quantum Institute, University of Maryland, College Park, 20742, USA
- National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA
| | - I A Burenkov
- Joint Quantum Institute, University of Maryland, College Park, 20742, USA
- National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA
| | - S V Polyakov
- National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.
- Department of Physics, University of Maryland, College Park, 20742, USA.
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Porpiglia E, Mai T, Kraft P, Holbrook CA, de Morree A, Gonzalez VD, Hilgendorf KI, Frésard L, Trejo A, Bhimaraju S, Jackson PK, Fantl WJ, Blau HM. Elevated CD47 is a hallmark of dysfunctional aged muscle stem cells that can be targeted to augment regeneration. Cell Stem Cell 2022; 29:1653-1668.e8. [PMID: 36384141 PMCID: PMC9746883 DOI: 10.1016/j.stem.2022.10.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 09/04/2022] [Accepted: 10/24/2022] [Indexed: 11/17/2022]
Abstract
In aging, skeletal muscle strength and regenerative capacity decline, due in part to functional impairment of muscle stem cells (MuSCs), yet the underlying mechanisms remain elusive. Here, we capitalize on mass cytometry to identify high CD47 expression as a hallmark of dysfunctional MuSCs (CD47hi) with impaired regenerative capacity that predominate with aging. The prevalent CD47hi MuSC subset suppresses the residual functional CD47lo MuSC subset through a paracrine signaling loop, leading to impaired proliferation. We uncover that elevated CD47 levels on aged MuSCs result from increased U1 snRNA expression, which disrupts alternative polyadenylation. The deficit in aged MuSC function in regeneration can be overcome either by morpholino-mediated blockade of CD47 alternative polyadenylation or antibody blockade of thrombospondin-1/CD47 signaling, leading to improved regeneration in aged mice, with therapeutic implications. Our findings highlight a previously unrecognized age-dependent alteration in CD47 levels and function in MuSCs, which underlies reduced muscle repair in aging.
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Affiliation(s)
- Ermelinda Porpiglia
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Biomedicine, Aarhus University, Aarhus C 8000, Denmark.
| | - Thach Mai
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peggy Kraft
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Colin A Holbrook
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Antoine de Morree
- Department of Biomedicine, Aarhus University, Aarhus C 8000, Denmark; Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Veronica D Gonzalez
- Nolan Laboratory, Department of Pathology, Stanford University, Stanford, CA 94305, USA; Department of Urology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Keren I Hilgendorf
- Jackson Laboratory, Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Laure Frésard
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Angelica Trejo
- Nolan Laboratory, Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Sriram Bhimaraju
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peter K Jackson
- Jackson Laboratory, Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Wendy J Fantl
- Department of Urology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Helen M Blau
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA.
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