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Schrijver IT, Herderschee J, Théroude C, Kritikos A, Leijte G, Le Roy D, Brochut M, Chiche JD, Perreau M, Pantaleo G, Guery B, Kox M, Pickkers P, Calandra T, Roger T. Myeloid-Derived Suppressor-like Cells as a Prognostic Marker in Critically Ill Patients: Insights from Experimental Endotoxemia and Intensive Care Patients. Cells 2024; 13:314. [PMID: 38391927 PMCID: PMC10887109 DOI: 10.3390/cells13040314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/29/2024] [Accepted: 02/07/2024] [Indexed: 02/24/2024] Open
Abstract
Patients admitted to the intensive care unit (ICU) often experience endotoxemia, nosocomial infections and sepsis. Polymorphonuclear and monocytic myeloid-derived suppressor cells (PMN-MDSCs and M-MDSCs) can have an important impact on the development of infectious diseases, but little is known about their potential predictive value in critically ill patients. Here, we used unsupervised flow cytometry analyses to quantify MDSC-like cells in healthy subjects challenged with endotoxin and in critically ill patients admitted to intensive care units and at risk of developing infections. Cells phenotypically similar to PMN-MDSCs and M-MDSCs increased after endotoxin challenge. Similar cells were elevated in patients at ICU admission and normalized at ICU discharge. A subpopulation of M-MDSC-like cells expressing intermediate levels of CD15 (CD15int M-MDSCs) was associated with overall mortality (p = 0.02). Interestingly, the high abundance of PMN-MDSCs and CD15int M-MDSCs was a good predictor of mortality (p = 0.0046 and 0.014), with area under the ROC curve for mortality of 0.70 (95% CI = 0.4-1.0) and 0.86 (0.62-1.0), respectively. Overall, our observations support the idea that MDSCs represent biomarkers for sepsis and that flow cytometry monitoring of MDSCs may be used to risk-stratify ICU patients for targeted therapy.
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Affiliation(s)
- Irene T. Schrijver
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Jacobus Herderschee
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Charlotte Théroude
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Antonios Kritikos
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Guus Leijte
- Radboud Center for Infectious Diseases, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
- Department of Intensive Care Medicine, Radboud University Medical Center, 6525 EP Nijmegen, The Netherlands
| | - Didier Le Roy
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Maelick Brochut
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Jean-Daniel Chiche
- Service of Adult Intensive Care Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Matthieu Perreau
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1010 Lausanne, Switzerland
| | - Giuseppe Pantaleo
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1010 Lausanne, Switzerland
| | - Benoit Guery
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
| | - Matthijs Kox
- Radboud Center for Infectious Diseases, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
- Department of Intensive Care Medicine, Radboud University Medical Center, 6525 EP Nijmegen, The Netherlands
| | - Peter Pickkers
- Radboud Center for Infectious Diseases, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
- Department of Intensive Care Medicine, Radboud University Medical Center, 6525 EP Nijmegen, The Netherlands
| | - Thierry Calandra
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1010 Lausanne, Switzerland
| | - Thierry Roger
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland (M.B.)
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2
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Carlson PM, Mohan M, Patel RB, Birstler J, Nettenstrom L, Sheerar D, Fox K, Rodriguez M, Hoefges A, Hernandez R, Zahm C, Kim K, McNeel DG, Weichert J, Morris ZS, Sondel PM. Optimizing Flow Cytometric Analysis of Immune Cells in Samples Requiring Cryopreservation from Tumor-Bearing Mice. THE JOURNAL OF IMMUNOLOGY 2021; 207:720-734. [PMID: 34261667 DOI: 10.4049/jimmunol.2000656] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 05/17/2021] [Indexed: 11/19/2022]
Abstract
Most shared resource flow cytometry facilities do not permit analysis of radioactive samples. We are investigating low-dose molecular targeted radionuclide therapy (MTRT) as an immunomodulator in combination with in situ tumor vaccines and need to analyze radioactive samples from MTRT-treated mice using flow cytometry. Further, the sudden shutdown of core facilities in response to the COVID-19 pandemic has created an unprecedented work stoppage. In these and other research settings, a robust and reliable means of cryopreservation of immune samples is required. We evaluated different fixation and cryopreservation protocols of disaggregated tumor cells with the aim of identifying a protocol for subsequent flow cytometry of the thawed sample, which most accurately reflects the flow cytometric analysis of the tumor immune microenvironment of a freshly disaggregated and analyzed sample. Cohorts of C57BL/6 mice bearing B78 melanoma tumors were evaluated using dual lymphoid and myeloid immunophenotyping panels involving fixation and cryopreservation at three distinct points during the workflow. Results demonstrate that freezing samples after all staining and fixation are completed most accurately matches the results from noncryopreserved equivalent samples. We observed that cryopreservation of living, unfixed cells introduces a nonuniform alteration to PD1 expression. We confirm the utility of our cryopreservation protocol by comparing tumors treated with in situ tumor vaccines, analyzing both fresh and cryopreserved tumor samples with similar results. Last, we use this cryopreservation protocol with radioactive specimens to demonstrate potentially beneficial effector cell changes to the tumor immune microenvironment following administration of a novel MTRT in a dose- and time-dependent manner.
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Affiliation(s)
- Peter M Carlson
- Department of Human Oncology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI.,Cellular and Molecular Biology Graduate Program, Bock Laboratories, University of Wisconsin-Madison, Madison, WI.,Medical Scientist Training Program, Health Sciences Learning Center, University of Wisconsin-Madison, Madison, WI
| | - Manasi Mohan
- Department of Human Oncology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Ravi B Patel
- Department of Radiation Oncology, University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh, PA
| | - Jen Birstler
- Department of Biostatistics and Medical Informatics, Wisconsin Alumni Research Foundation, Madison, WI
| | - Lauren Nettenstrom
- Flow Cytometry Laboratory, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Dagna Sheerar
- Flow Cytometry Laboratory, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Kathryn Fox
- Flow Cytometry Laboratory, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Matthew Rodriguez
- Department of Human Oncology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Anna Hoefges
- Department of Human Oncology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI.,Cellular and Molecular Pathology Graduate Program, University of Wisconsin-Madison, Madison, WI
| | - Reinier Hernandez
- Department of Radiology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Chris Zahm
- Department of Medicine, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - KyungMann Kim
- Department of Biostatistics and Medical Informatics, Wisconsin Alumni Research Foundation, Madison, WI
| | - Douglas G McNeel
- Department of Medicine, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Jamey Weichert
- Department of Radiology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI.,Department of Medical Physics, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI; and
| | - Zachary S Morris
- Department of Human Oncology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Paul M Sondel
- Department of Human Oncology, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI; .,Department of Pediatrics, Wisconsin Institutes for Medical Research, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
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3
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Horn S, Ahmed MIM, Geldmacher C, Marandu TF, Osei-Mensah J, Debrah A, Layland LE, Hoerauf A, Kroidl I. Flow cytometric analysis of cell lineage and immune activation markers using minimal amounts of human whole blood-Field method for remote settings. J Immunol Methods 2021; 491:112989. [PMID: 33571509 DOI: 10.1016/j.jim.2021.112989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 01/27/2021] [Accepted: 02/02/2021] [Indexed: 12/12/2022]
Abstract
Remote laboratory settings - such as those where studies on neglected tropical diseases are performed - often lack specialized equipment required for flow cytometric analysis of immune cell subsets, which complicates evaluations on a single cell level using peripheral blood. Our aim was to establish a method to use whole blood for phenotypic characterization of T-cells for specific markers including CD3, CD4, HLA-DR, CD38, CCR5, CD27, CD45RA, CD25, and FoxP3. This method uses 100 μL whole blood which is stained for extracellular markers, lysed, and cryopreserved at -20 °C at a field laboratory before transferring to liquid nitrogen for long-term storage and transportation. Cells can then be transported to a central laboratory for flow cytometry analysis. The method was initially established using samples from healthy donors; expression levels after cryopreservation were comparable to fresh whole blood samples from the same individuals. Moreover, data sets were also comparable to those which were stored in liquid nitrogen for up to one year. The method was then transferred to field studies in a remote area of Ghana which was used to observe its practicality and robustness in limited resource settings. Collectively, the low amount of whole blood (such as that taken from a finger prick), lack of any specialized equipment, and ease of use make this method suitable for utilization in remote field locations.
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Affiliation(s)
- Sacha Horn
- Division of Infectious Diseases and Tropical Medicine, LMU University Hospital Munich, Germany
| | - Mohamed I M Ahmed
- Division of Infectious Diseases and Tropical Medicine, LMU University Hospital Munich, Germany; German Center for Infection Research (DZIF), Munich, Germany
| | - Christof Geldmacher
- Division of Infectious Diseases and Tropical Medicine, LMU University Hospital Munich, Germany; German Center for Infection Research (DZIF), Munich, Germany
| | - Thomas F Marandu
- National Institute for Medical Research Mbeya Medical Research Center, Mbeya, Tanzania; University of Dar es Salaam-Mbeya College of Health and Allied Sciences, Tanzania
| | - Jubin Osei-Mensah
- Kumasi Centre for Collaborative Research (KCCR), Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Alex Debrah
- Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Laura E Layland
- Institute of Medical Microbiology, Immunology and Parasitology, University Hospital Bonn, Germany; German Center for Infection Research (DZIF), Bonn-Cologne, Germany
| | - Achim Hoerauf
- Institute of Medical Microbiology, Immunology and Parasitology, University Hospital Bonn, Germany; German Center for Infection Research (DZIF), Bonn-Cologne, Germany
| | - Inge Kroidl
- Division of Infectious Diseases and Tropical Medicine, LMU University Hospital Munich, Germany; German Center for Infection Research (DZIF), Munich, Germany.
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Worry and FRET: ROS Production Leads to Fluorochrome Tandem Degradation and impairs Interpretation of Flow Cytometric Results. Immunity 2020; 52:419-421. [PMID: 32187510 DOI: 10.1016/j.immuni.2020.02.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 01/31/2020] [Accepted: 02/18/2020] [Indexed: 02/01/2023]
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5
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Holland M, Cunningham R, Seymour L, Kleinsteuber K, Cunningham A, Patel T, Manos M, Brennick R, Zhou J, Hodi FS, Severgnini M. Separation, banking, and quality control of peripheral blood mononuclear cells from whole blood of melanoma patients. Cell Tissue Bank 2018; 19:783-790. [DOI: 10.1007/s10561-018-9734-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 10/20/2018] [Indexed: 02/06/2023]
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6
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Barcelo H, Faul J, Crimmins E, Thyagarajan B. A Practical Cryopreservation and Staining Protocol for Immunophenotyping in Population Studies. CURRENT PROTOCOLS IN CYTOMETRY 2018; 84:e35. [PMID: 30040214 PMCID: PMC6060642 DOI: 10.1002/cpcy.35] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Large population-based cohort studies, through their prospective collection of a broad range of health information, represent an invaluable resource for novel insights into the pathogenesis of human diseases. Collection and cryopreservation of viable cells from blood samples is becoming increasingly common in large cohorts as these cells are a valuable resource for immunophenotyping and functional studies. The cryopreservation of peripheral blood mononuclear cells (PBMCs), thawing, and immunophenotyping protocols used to immunophenotype 9938 participants in the Health and Retirement Study (HRS) are described. The extensive quality control involved in a large-scale immunophenotyping epidemiological study is also outlined. The existing literature on the effect of cryopreservation on various immune cell subsets including T, B, NK cells, monocytes, and dendritic cells is provided. © 2018 by John Wiley & Sons, Inc.
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Affiliation(s)
- Helene Barcelo
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Jessica Faul
- Institute for Social Research Survey Research Center, University of Michigan, Ann Arbor, MI
| | - Eileen Crimmins
- Davis School of Gerontology, University of Southern California Davis, Los Angeles, CA
| | - Bharat Thyagarajan
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
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