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Schütt J, Sandoval Bojorquez DI, Avitabile E, Oliveros Mata ES, Milyukov G, Colditz J, Delogu LG, Rauner M, Feldmann A, Koristka S, Middeke JM, Sockel K, Fassbender J, Bachmann M, Bornhäuser M, Cuniberti G, Baraban L. Nanocytometer for smart analysis of peripheral blood and acute myeloid leukemia: a pilot study. Nano Lett 2020; 20:6572-6581. [PMID: 32786943 DOI: 10.1021/acs.nanolett.0c02300] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
We realize an ultracompact nanocytometer for real-time impedimetric detection and classification of subpopulations of living cells. Nanoscopic nanowires in a microfluidic channel act as nanocapacitors and measure in real time the change of the amplitude and phase of the output voltage and, thus, the electrical properties of living cells. We perform the cell classification in the human peripheral blood (PBMC) and demonstrate for the first time the possibility to discriminate monocytes and subpopulations of lymphocytes in a label-free format. Further, we demonstrate that the PBMC of acute myeloid leukemia and healthy samples grant the label free identification of the disease. Using the algorithm based on machine learning, we generated specific data patterns to discriminate healthy donors and leukemia patients. Such a solution has the potential to improve the traditional diagnostics approaches with respect to the overall cost and time effort, in a label-free format, and restrictions of the complex data analysis.
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Affiliation(s)
- Julian Schütt
- Max Bergmann Center of Biomaterials and Institute for Materials Science, Dresden University of Technology, Budapesterstrasse 27, 01069 Dresden, Germany
- Institute of Ion Beam Physics and Materials Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Diana Isabel Sandoval Bojorquez
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Elisabetta Avitabile
- Department of Chemistry and Pharmacy, University of Sassari, via muroni 23, 07100 Sassari, Italy
| | - Eduardo Sergio Oliveros Mata
- Max Bergmann Center of Biomaterials and Institute for Materials Science, Dresden University of Technology, Budapesterstrasse 27, 01069 Dresden, Germany
- Institute of Ion Beam Physics and Materials Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Gleb Milyukov
- Samsung R&D Institute Russia (SRR), 127018 Moscow, Russia
| | - Juliane Colditz
- Medizinische Klinik und Poliklinik III, Universitätsklinikum Carl Gustav Carus Dresden, 01307 Dresden, Germany
| | - Lucia Gemma Delogu
- Department of Chemistry and Pharmacy, University of Sassari, via muroni 23, 07100 Sassari, Italy
- Department of Biomedical Sciences, University of Padua, via Ugo bassi 58, 35122 Padua, Italy
| | - Martina Rauner
- Medizinische Klinik und Poliklinik III, Universitätsklinikum Carl Gustav Carus Dresden, 01307 Dresden, Germany
| | - Anja Feldmann
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Stefanie Koristka
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Jan Moritz Middeke
- Medizinische Klinik und Poliklinik I, Universitätsklinikum Carl Gustav Carus Dresden, 01307 Dresden, Germany
| | - Katja Sockel
- Medizinische Klinik und Poliklinik I, Universitätsklinikum Carl Gustav Carus Dresden, 01307 Dresden, Germany
| | - Jürgen Fassbender
- Institute of Ion Beam Physics and Materials Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Michael Bachmann
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
| | - Martin Bornhäuser
- Medizinische Klinik und Poliklinik I, Universitätsklinikum Carl Gustav Carus Dresden, 01307 Dresden, Germany
- Else Kröner-Fresenius Center for Digital Health (EKFZ), Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Gianaurelio Cuniberti
- Max Bergmann Center of Biomaterials and Institute for Materials Science, Dresden University of Technology, Budapesterstrasse 27, 01069 Dresden, Germany
- Center for Advancing Electronics Dresden (cfaed), Technische Universität Dresden, 01069 Dresden, Germany
- Dresden Center for Computational Materials Science (DCMS), TU Dresden, 01062 Dresden, Germany
- Else Kröner-Fresenius Center for Digital Health (EKFZ), Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Larysa Baraban
- Max Bergmann Center of Biomaterials and Institute for Materials Science, Dresden University of Technology, Budapesterstrasse 27, 01069 Dresden, Germany
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf e.V., Bautzner Landstrasse 400, 01328 Dresden, Germany
- Center for Advancing Electronics Dresden (cfaed), Technische Universität Dresden, 01069 Dresden, Germany
- Else Kröner-Fresenius Center for Digital Health (EKFZ), Technische Universität Dresden (TU Dresden), Dresden, Germany
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