1
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Manfredi F, Stasi L, Buonanno S, Marzuttini F, Noviello M, Mastaglio S, Abbati D, Potenza A, Balestrieri C, Cianciotti BC, Tassi E, Feola S, Toffalori C, Punta M, Magnani Z, Camisa B, Tiziano E, Lupo-Stanghellini MT, Branca RM, Lehtiö J, Sikanen TM, Haapala MJ, Cerullo V, Casucci M, Vago L, Ciceri F, Bonini C, Ruggiero E. Harnessing T cell exhaustion and trogocytosis to isolate patient-derived tumor-specific TCR. Sci Adv 2023; 9:eadg8014. [PMID: 38039364 PMCID: PMC10691777 DOI: 10.1126/sciadv.adg8014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Accepted: 11/02/2023] [Indexed: 12/03/2023]
Abstract
To study and then harness the tumor-specific T cell dynamics after allogeneic hematopoietic stem cell transplant, we typed the frequency, phenotype, and function of lymphocytes directed against tumor-associated antigens (TAAs) in 39 consecutive transplanted patients, for 1 year after transplant. We showed that TAA-specific T cells circulated in 90% of patients but display a limited effector function associated to an exhaustion phenotype, particularly in the subgroup of patients deemed to relapse, where exhausted stem cell memory T cells accumulated. Accordingly, cancer-specific cytolytic functions were relevant only when the TAA-specific T cell receptors (TCRs) were transferred into healthy, genome-edited T cells. We then exploited trogocytosis and ligandome-on-chip technology to unveil the specificities of tumor-specific TCRs retrieved from the exhausted T cell pool. Overall, we showed that harnessing circulating TAA-specific and exhausted T cells allow to isolate TCRs against TAAs and previously not described acute myeloid leukemia antigens, potentially relevant for T cell-based cancer immunotherapy.
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Affiliation(s)
- Francesco Manfredi
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Lorena Stasi
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Silvia Buonanno
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Francesca Marzuttini
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Maddalena Noviello
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Sara Mastaglio
- IRCCS San Raffaele Scientific Institute, Hematology and Hematopoietic Stem Cell Transplantation Unit, via Olgettina 60, Milan 20132, Italy
| | - Danilo Abbati
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Alessia Potenza
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Chiara Balestrieri
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
- Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, via Olgettina 60, Milan 20132, Italy
| | - Beatrice Claudia Cianciotti
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Elena Tassi
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Sara Feola
- University of Helsinki, ImmunoVirotherapy Lab, Yliopistonkatu 4, 00100 Helsinki, Finland
| | - Cristina Toffalori
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation and Infectious Disease, Unit of Immunogenetics, Leukemia Genomics and Immunobiology, via Olgettina 60, Milan 20132, Italy
| | - Marco Punta
- Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, via Olgettina 60, Milan 20132, Italy
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation and Infectious Disease, Unit of Immunogenetics, Leukemia Genomics and Immunobiology, via Olgettina 60, Milan 20132, Italy
| | - Zulma Magnani
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Barbara Camisa
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Elena Tiziano
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
| | - Maria Teresa Lupo-Stanghellini
- IRCCS San Raffaele Scientific Institute, Hematology and Hematopoietic Stem Cell Transplantation Unit, via Olgettina 60, Milan 20132, Italy
| | - Rui Mamede Branca
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institute, 171 65 Solna, Sweden
| | - Janne Lehtiö
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institute, 171 65 Solna, Sweden
| | - Tiina M. Sikanen
- Drug Research Program, Faculty of Pharmacy, Division of Pharmaceutical Chemistry and Technology, Helsinki University,, Viikinkaari 5E, 00014 Helsinki, Finland
| | - Markus J. Haapala
- Drug Research Program, Faculty of Pharmacy, Division of Pharmaceutical Chemistry and Technology, Helsinki University,, Viikinkaari 5E, 00014 Helsinki, Finland
| | - Vincenzo Cerullo
- University of Helsinki, ImmunoVirotherapy Lab, Yliopistonkatu 4, 00100 Helsinki, Finland
| | - Monica Casucci
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation and Infectious Disease, Innovative Immunotherapies Unit, via Olgettina 60, Milan 20132, Italy
| | - Luca Vago
- IRCCS San Raffaele Scientific Institute, Hematology and Hematopoietic Stem Cell Transplantation Unit, via Olgettina 60, Milan 20132, Italy
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation and Infectious Disease, Unit of Immunogenetics, Leukemia Genomics and Immunobiology, via Olgettina 60, Milan 20132, Italy
- Vita Salute San Raffaele University, Milan, Italy
| | - Fabio Ciceri
- IRCCS San Raffaele Scientific Institute, Hematology and Hematopoietic Stem Cell Transplantation Unit, via Olgettina 60, Milan 20132, Italy
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation and Infectious Disease, Innovative Immunotherapies Unit, via Olgettina 60, Milan 20132, Italy
| | - Chiara Bonini
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation and Infectious Disease, Innovative Immunotherapies Unit, via Olgettina 60, Milan 20132, Italy
| | - Eliana Ruggiero
- IRCCS San Raffaele Scientific Institute, Division of Immunology, Transplantation, and Infectious Diseases, Experimental Hematology Unit, via Olgettina 60, Milan 20132, Italy
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2
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Pihlaja TLM, Niemissalo SM, Sikanen TM. Cytochrome P450 Inhibition by Antimicrobials and Their Mixtures in Rainbow Trout Liver Microsomes In Vitro. Environ Toxicol Chem 2022; 41:663-676. [PMID: 34255900 DOI: 10.1002/etc.5160] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 01/29/2021] [Accepted: 07/08/2021] [Indexed: 06/13/2023]
Abstract
Antimicrobials are ubiquitous in the environment and can bioaccumulate in fish. In the present study, we determined the half-maximal inhibitory concentrations (IC50) of 7 environmentally abundant antimicrobials (ciprofloxacin, clarithromycin, clotrimazole, erythromycin, ketoconazole, miconazole, and sulfamethoxazole) on the cytochrome P450 (CYP) system in rainbow trout (Oncorhynchus mykiss) liver microsomes, using 7-ethoxyresorufin O-deethylation (EROD, CYP1A) and 7-benzyloxy-4-trifluoromethylcoumarin O-debenzylation (BFCOD, CYP3A) as model reactions. Apart from ciprofloxacin and sulfamethoxazole, all antimicrobials inhibited either EROD or BFCOD activities or both at concentrations <500 µM. Erythromycin was the only selective and time-dependent inhibitor of BFCOD. Compared with environmental concentrations, the IC50s of individual compounds were generally high (greater than milligrams per liter); but as mixtures, the antimicrobials resulted in strong, indicatively synergistic inhibitions of both EROD and BFCOD at submicromolar (~micrograms per liter) mixture concentrations. The cumulative inhibition of the BFCOD activity was detectable even at picomolar (~nanograms per liter) mixture concentrations and potentiated over time, likely because of the strong inhibition of CYP3A by ketoconazole (IC50 = 1.7 ± 0.3 µM) and clotrimazole (IC50 = 1.2 ± 0.2 µM). The results suggest that if taken up by fish, the mixtures of these antimicrobials may result in broad CYP inactivation and increase the bioaccumulation risk of any other xenobiotic normally cleared by the hepatic CYPs even at biologically relevant concentrations. Environ Toxicol Chem 2022;41:663-676. © 2021 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
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Affiliation(s)
- Tea L M Pihlaja
- Faculty of Pharmacy, Drug Research Program, University of Helsinki, Helsinki, Finland
| | - Sanna M Niemissalo
- Faculty of Pharmacy, Drug Research Program, University of Helsinki, Helsinki, Finland
| | - Tiina M Sikanen
- Faculty of Pharmacy, Drug Research Program, University of Helsinki, Helsinki, Finland
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3
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Feola S, Haapala M, Peltonen K, Capasso C, Martins B, Antignani G, Federico A, Pietiäinen V, Chiaro J, Feodoroff M, Russo S, Rannikko A, Fusciello M, Koskela S, Partanen J, Hamdan F, Tähkä SM, Ylösmäki E, Greco D, Grönholm M, Kekarainen T, Eshaghi M, Gurvich OL, Ylä-Herttuala S, M. Branca RM, Lehtiö J, Sikanen TM, Cerullo V. PeptiCHIP: A Microfluidic Platform for Tumor Antigen Landscape Identification. ACS Nano 2021; 15:15992-16010. [PMID: 34605646 PMCID: PMC8552492 DOI: 10.1021/acsnano.1c04371] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 09/23/2021] [Indexed: 06/13/2023]
Abstract
Identification of HLA class I ligands from the tumor surface (ligandome or immunopeptidome) is essential for designing T-cell mediated cancer therapeutic approaches. However, the sensitivity of the process for isolating MHC-I restricted tumor-specific peptides has been the major limiting factor for reliable tumor antigen characterization, making clear the need for technical improvement. Here, we describe our work from the fabrication and development of a microfluidic-based chip (PeptiCHIP) and its use to identify and characterize tumor-specific ligands on clinically relevant human samples. Specifically, we assessed the potential of immobilizing a pan-HLA antibody on solid surfaces via well-characterized streptavidin-biotin chemistry, overcoming the limitations of the cross-linking chemistry used to prepare the affinity matrix with the desired antibodies in the immunopeptidomics workflow. Furthermore, to address the restrictions related to the handling and the limited availability of tumor samples, we further developed the concept toward the implementation of a microfluidic through-flow system. Thus, the biotinylated pan-HLA antibody was immobilized on streptavidin-functionalized surfaces, and immune-affinity purification (IP) was carried out on customized microfluidic pillar arrays made of thiol-ene polymer. Compared to the standard methods reported in the field, our methodology reduces the amount of antibody and the time required for peptide isolation. In this work, we carefully examined the specificity and robustness of our customized technology for immunopeptidomics workflows. We tested this platform by immunopurifying HLA-I complexes from 1 × 106 cells both in a widely studied B-cell line and in patients-derived ex vivo cell cultures, instead of 5 × 108 cells as required in the current technology. After the final elution in mild acid, HLA-I-presented peptides were identified by tandem mass spectrometry and further investigated by in vitro methods. These results highlight the potential to exploit microfluidics-based strategies in immunopeptidomics platforms and in personalized immunopeptidome analysis from cells isolated from individual tumor biopsies to design tailored cancer therapeutic vaccines. Moreover, the possibility to integrate multiple identical units on a single chip further improves the throughput and multiplexing of these assays with a view to clinical needs.
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Affiliation(s)
- Sara Feola
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Markus Haapala
- Drug
Research Program, Division of Pharmaceutical Chemistry and Technology,
Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
| | - Karita Peltonen
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Cristian Capasso
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Beatriz Martins
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Gabriella Antignani
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Antonio Federico
- Faculty
of
Medicine and Health Technology, Tampere
University, Arvo Ylpön
katu 34, Tampere 33520, Finland
| | - Vilja Pietiäinen
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
- Institute
for Molecular Medicine Finland, FIMM, Helsinki Institute of Life Science
(HiLIFE), University of Helsinki, Biomedicum 2U, Tukholmankatu 8, 00290 Helsinki, Finland
| | - Jacopo Chiaro
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Michaela Feodoroff
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
- Institute
for Molecular Medicine Finland, FIMM, Helsinki Institute of Life Science
(HiLIFE), University of Helsinki, Biomedicum 2U, Tukholmankatu 8, 00290 Helsinki, Finland
| | - Salvatore Russo
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Antti Rannikko
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
- Department
of Urology, Helsinki University and Helsinki
University Hospital, Haartmaninkatu 8, 00029 Helsinki, Finland
- Research
Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Haartmaninkatu 8, 00029 Helsinki, Finland
| | - Manlio Fusciello
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Satu Koskela
- Research
& Development Finnish Red Cross Blood Service Helsinki, Kivihaantie 7, 00310 Helsinki, Finland
| | - Jukka Partanen
- Research
& Development Finnish Red Cross Blood Service Helsinki, Kivihaantie 7, 00310 Helsinki, Finland
| | - Firas Hamdan
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Sari M. Tähkä
- Drug
Research Program, Division of Pharmaceutical Chemistry and Technology,
Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
| | - Erkko Ylösmäki
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Dario Greco
- Faculty
of
Medicine and Health Technology, Tampere
University, Arvo Ylpön
katu 34, Tampere 33520, Finland
| | - Mikaela Grönholm
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
| | - Tuija Kekarainen
- Kuopio
Center for Gene and Cell Therapy, Microkatu 1S, 70210 Kuopio, Finland
| | - Masoumeh Eshaghi
- Kuopio
Center for Gene and Cell Therapy, Microkatu 1S, 70210 Kuopio, Finland
| | - Olga L. Gurvich
- Kuopio
Center for Gene and Cell Therapy, Microkatu 1S, 70210 Kuopio, Finland
| | - Seppo Ylä-Herttuala
- A.
I. Virtanen Institute, University of Eastern
Finland, Neulaniementie
2, 70211 Kuopio, Finland
| | - Rui M. M. Branca
- Science
for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Tomtebodavagen 23B, 171 21 Solna, Sweden
| | - Janne Lehtiö
- Science
for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Tomtebodavagen 23B, 171 21 Solna, Sweden
| | - Tiina M. Sikanen
- Drug
Research Program, Division of Pharmaceutical Chemistry and Technology,
Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
| | - Vincenzo Cerullo
- Drug
Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical
Biosciences, Faculty of Pharmacy, University
of Helsinki, Viikinkaari 5E, 00790 Helsinki, Finland
- Helsinki
Institute of Life Science (HiLIFE), University
of Helsinki, Fabianinkatu 33, 00710 Helsinki, Finland
- Translational
Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290 Helsinki, Finland
- Digital
Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014 Helsinki, Finland
- Department
of Molecular Medicine and Medical Biotechnology, Naples University “Federico II”, S. Pansini 5, 80131 Naples, Italy
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4
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Kiiski IMA, Pihlaja T, Urvas L, Witos J, Wiedmer SK, Jokinen VP, Sikanen TM. Overcoming the Pitfalls of Cytochrome P450 Immobilization through the Use of Fusogenic Liposomes. ACTA ACUST UNITED AC 2018; 3:e1800245. [PMID: 32627340 DOI: 10.1002/adbi.201800245] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 10/25/2018] [Indexed: 12/19/2022]
Abstract
This work describes a new nanotechnology-based immobilization strategy for cytochrome P450s (CYPs), the major class of drug metabolizing enzymes. Immobilization of CYPs on solid supports provides a significant leap forward compared with soluble enzyme assays by enabling the implementation of through-flow microreactors for, for example, determination of time-dependent inhibition. Immobilization of the complex CYP membrane-protein system is however particularly challenging as the preservation of the authentic enzyme kinetic parameters requires the full complexity of the lipid environment. The developed strategy is based on the spontaneous fusion of biotinylated fusogenic liposomes with lipid bilayers to facilitate the gentle biotinylation of human liver microsomes that incorporate all main natural CYP isoforms. The same process is also feasible for the biotinylation of recombinant CYPs expressed in insect cells, same as any membrane-bound enzymes in principle. As a result, CYPs could be immobilized on streptavidin-functionalized surfaces, both those of commercial magnetic beads and customized microfluidic arrays, so that the enzyme kinetic parameters remain unchanged, unlike in previously reported immobilization approaches that often suffer from restricted substrate diffusion to the enzyme's active site and steric hindrances. The specificity and robustness of the functionalization method of customized microfluidic CYP assays are also carefully examined.
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Affiliation(s)
- Iiro M A Kiiski
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, P.O. Box 56 (Viikinkaari 5E), Helsinki, FI-00014, Finland
| | - Tea Pihlaja
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, P.O. Box 56 (Viikinkaari 5E), Helsinki, FI-00014, Finland
| | - Lauri Urvas
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, P.O. Box 56 (Viikinkaari 5E), Helsinki, FI-00014, Finland
| | - Joanna Witos
- Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, Aalto, FI-00076, Finland
| | - Susanne K Wiedmer
- Department of Chemistry, Faculty of Science, Helsinki, FI-00014, Finland
| | - Ville P Jokinen
- Department of Materials Science and Engineering, School of Chemical Engineering, Aalto University, Espoo, FI-02150, Finland
| | - Tiina M Sikanen
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, P.O. Box 56 (Viikinkaari 5E), Helsinki, FI-00014, Finland
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5
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Ollikainen E, Liu D, Kallio A, Mäkilä E, Zhang H, Salonen J, Santos HA, Sikanen TM. The impact of porous silicon nanoparticles on human cytochrome P450 metabolism in human liver microsomes in vitro. Eur J Pharm Sci 2017; 104:124-132. [PMID: 28366651 DOI: 10.1016/j.ejps.2017.03.039] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 03/08/2017] [Accepted: 03/28/2017] [Indexed: 02/05/2023]
Abstract
Engineered nanoparticles are increasingly used as drug carriers in pharmaceutical formulations. This study focuses on the hitherto unaddressed impact of porous silicon (PSi) nanoparticles on human cytochrome P450 (CYP) metabolism, which is the major detoxification route of most pharmaceuticals and other xenobiotics. Three different surface chemistries, including thermally carbonized PSi (TCPSi), aminopropylsilane-modified TCPSi (APTES-TCPSi) and alkyne-terminated thermally hydrocarbonized PSi (Alkyne-THCPSi), were compared for their effects on the enzyme kinetics of the major CYP isoforms (CYP1A2, CYP2A6, CYP2D6, and CYP3A4) in human liver microsomes (HLM) in vitro. The enzyme kinetic parameters, Km and Vmax, and the intrinsic clearance (CLint) were determined using FDA-recommended, isoenzyme-specific model reactions with and without PSi nanoparticles. Data revealed statistically significant alterations of most isoenzyme activities in HLM in the presence of nanoparticles at 1mg/ml concentration, and polymorphic CYP2D6 was the most vulnerable to enzyme inhibition. However, the observed CYP2D6 inhibition was shown to be dose-dependent in case of TCPSi and Alkyne-THCPSi nanoparticles and attenuated at the concentrations below 1μg/ml. Adsorption of the probe substrates onto the hydrophobic Alkyne-THCPSi particles was also observed and taken into account in the determination of the kinetic parameters. Three polymer additives commonly used in pharmaceutical nanoformulations (Pluronics F68 and F127, and polyvinylalcohol) were also separately screened for their effects on CYP isoenzyme activities. These polymers had less effect on the enzyme kinetic parameters, and resulted in increased activity rather than enzyme inhibition, in contrast to the PSi nanoparticles. Although the chosen subcellular model (HLM) is not able to predict the cellular disposition of PSi nanoparticles in hepatocytes and thus provides limited information of probability of CYP interactions in vivo, the present study suggests that mechanistic interactions by the PSi nanoparticles or the polymer stabilizers may appear if these are effectively uptaken by the hepatocytes.
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Affiliation(s)
- Elisa Ollikainen
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland
| | - Dongfei Liu
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland
| | - Arttu Kallio
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland
| | - Ermei Mäkilä
- Laboratory of Industrial Physics, Department of Physics and Astronomy, University of Turku, Turku, Finland
| | - Hongbo Zhang
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland; Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA
| | - Jarno Salonen
- Laboratory of Industrial Physics, Department of Physics and Astronomy, University of Turku, Turku, Finland
| | - Hélder A Santos
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland
| | - Tiina M Sikanen
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland.
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Tähkä SM, Bonabi A, Jokinen VP, Sikanen TM. Aqueous and non-aqueous microchip electrophoresis with on-chip electrospray ionization mass spectrometry on replica-molded thiol-ene microfluidic devices. J Chromatogr A 2017; 1496:150-156. [PMID: 28347516 DOI: 10.1016/j.chroma.2017.03.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 03/03/2017] [Accepted: 03/10/2017] [Indexed: 12/25/2022]
Abstract
This work describes aqueous and non-aqueous capillary electrophoresis on thiol-ene-based microfluidic separation devices that feature fully integrated and sharp electrospray ionization (ESI) emitters. The chip fabrication is based on simple and low-cost replica-molding of thiol-ene polymers under standard laboratory conditions. The mechanical rigidity and the stability of the materials against organic solvents, acids and bases could be tuned by adjusting the respective stoichiometric ratio of the thiol and allyl ("ene") monomers, which allowed us to carry out electrophoresis separation in both aqueous and non-aqueous (methanol- and ethanol-based) background electrolytes. The stability of the ESI signal was generally ≤10% RSD for all emitters. The respective migration time repeatabilities in aqueous and non-aqueous background electrolytes were below 3 and 14% RSD (n=4-6, with internal standard). The analytical performance of the developed thiol-ene microdevices was shown in mass spectrometry (MS) based analysis of peptides, proteins, and small molecules. The theoretical plate numbers were the highest (1.2-2.4×104m-1) in ethanol-based background electrolytes. The ionization efficiency also increased under non-aqueous conditions compared to aqueous background electrolytes. The results show that replica-molding of thiol-enes is a feasible approach for producing ESI microdevices that perform in a stable manner in both aqueous and non-aqueous electrophoresis.
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Affiliation(s)
- Sari M Tähkä
- Faculty of Pharmacy, Drug Research Programme, Viikinkaari 5E, FI-00014, University of Helsinki, Helsinki, Finland.
| | - Ashkan Bonabi
- Faculty of Pharmacy, Drug Research Programme, Viikinkaari 5E, FI-00014, University of Helsinki, Helsinki, Finland.
| | - Ville P Jokinen
- Department of Materials Science and Engineering, School of Chemical Technology, Aalto University, Tietotie 3, FI-00076 Aalto, Espoo, Finland.
| | - Tiina M Sikanen
- Faculty of Pharmacy, Drug Research Programme, Viikinkaari 5E, FI-00014, University of Helsinki, Helsinki, Finland.
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Liu D, Zhang H, Cito S, Fan J, Mäkilä E, Salonen J, Hirvonen J, Sikanen TM, Weitz DA, Santos HA. Core/Shell Nanocomposites Produced by Superfast Sequential Microfluidic Nanoprecipitation. Nano Lett 2017; 17:606-614. [PMID: 28060521 DOI: 10.1021/acs.nanolett.6b03251] [Citation(s) in RCA: 93] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Although a number of techniques exist for generating structured organic nanocomposites, it is still challenging to fabricate them in a controllable, yet universal and scalable manner. In this work, a microfluidic platform, exploiting superfast (milliseconds) time intervals between sequential nanoprecipitation processes, has been developed for high-throughput production of structured core/shell nanocomposites. The extremely short time interval between the sequential nanoprecipitation processes, facilitated by the multiplexed microfluidic design, allows us to solve the instability issues of nanocomposite cores without using any stabilizers. Beyond high throughput production rate (∼700 g/day on a single device), the generated core/shell nanocomposites harness the inherent ultrahigh drug loading degree and enhanced payload dissolution kinetics of drug nanocrystals and the controlled drug release from polymer-based nanoparticles.
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Affiliation(s)
- Dongfei Liu
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
- John A. Paulson School of Engineering and Applied Sciences, Harvard University , Cambridge, Massachusetts 02138, United States
| | - Hongbo Zhang
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
- John A. Paulson School of Engineering and Applied Sciences, Harvard University , Cambridge, Massachusetts 02138, United States
| | - Salvatore Cito
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
| | - Jin Fan
- Department of Orthopaedics, The First Affiliated Hospital of Nanjing Medical University , 210029 Nanjing, China
| | - Ermei Mäkilä
- Laboratory of Industrial Physics, Department of Physics and Astronomy, University of Turku , FI-20014 Turku, Finland
| | - Jarno Salonen
- Laboratory of Industrial Physics, Department of Physics and Astronomy, University of Turku , FI-20014 Turku, Finland
| | - Jouni Hirvonen
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
| | - Tiina M Sikanen
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
| | - David A Weitz
- John A. Paulson School of Engineering and Applied Sciences, Harvard University , Cambridge, Massachusetts 02138, United States
| | - Hélder A Santos
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
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Liu D, Zhang H, Cito S, Fan J, Mäkilä E, Salonen J, Hirvonen J, Sikanen TM, Weitz DA, Santos HA. Core/Shell Nanocomposites Produced by Superfast Sequential Microfluidic Nanoprecipitation. Nano Lett 2017; 17:606-614. [PMID: 28060521 DOI: 10.1021/acs.nanolett.6b03251.s001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Although a number of techniques exist for generating structured organic nanocomposites, it is still challenging to fabricate them in a controllable, yet universal and scalable manner. In this work, a microfluidic platform, exploiting superfast (milliseconds) time intervals between sequential nanoprecipitation processes, has been developed for high-throughput production of structured core/shell nanocomposites. The extremely short time interval between the sequential nanoprecipitation processes, facilitated by the multiplexed microfluidic design, allows us to solve the instability issues of nanocomposite cores without using any stabilizers. Beyond high throughput production rate (∼700 g/day on a single device), the generated core/shell nanocomposites harness the inherent ultrahigh drug loading degree and enhanced payload dissolution kinetics of drug nanocrystals and the controlled drug release from polymer-based nanoparticles.
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Affiliation(s)
- Dongfei Liu
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
- John A. Paulson School of Engineering and Applied Sciences, Harvard University , Cambridge, Massachusetts 02138, United States
| | - Hongbo Zhang
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
- John A. Paulson School of Engineering and Applied Sciences, Harvard University , Cambridge, Massachusetts 02138, United States
| | - Salvatore Cito
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
| | - Jin Fan
- Department of Orthopaedics, The First Affiliated Hospital of Nanjing Medical University , 210029 Nanjing, China
| | - Ermei Mäkilä
- Laboratory of Industrial Physics, Department of Physics and Astronomy, University of Turku , FI-20014 Turku, Finland
| | - Jarno Salonen
- Laboratory of Industrial Physics, Department of Physics and Astronomy, University of Turku , FI-20014 Turku, Finland
| | - Jouni Hirvonen
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
| | - Tiina M Sikanen
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
| | - David A Weitz
- John A. Paulson School of Engineering and Applied Sciences, Harvard University , Cambridge, Massachusetts 02138, United States
| | - Hélder A Santos
- Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Faculty of Pharmacy, University of Helsinki , FI-00014 Helsinki, Finland
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Tähkä SM, Bonabi A, Nordberg ME, Kanerva M, Jokinen VP, Sikanen TM. Thiol-ene microfluidic devices for microchip electrophoresis: Effects of curing conditions and monomer composition on surface properties. J Chromatogr A 2015; 1426:233-40. [PMID: 26654831 DOI: 10.1016/j.chroma.2015.11.072] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Revised: 11/20/2015] [Accepted: 11/23/2015] [Indexed: 10/22/2022]
Abstract
Thiol-ene polymer formulations are raising growing interest as new low-cost fabrication materials for microfluidic devices. This study addresses their feasibility for microchip electrophoresis (MCE) via characterization of the effects of UV curing conditions and aging on the surface charge and wetting properties. A detailed comparison is made between stoichiometric thiol-ene (1:1) and thiol-ene formulations bearing 50% molar excess of allyls ("enes"), both prepared without photoinitiator or other polymer modifiers. Our results show that the surface charge of thiol-ene 1:1 increases along with increasing UV exposure dose until a threshold (here, about 200J/cm(2)), whereas the surface charge of thiol-ene 2:3 decreases as a function of increasing UV dose. However, no significant change in the surface charge upon storage in ambient air was observed over a period of 14 days (independent of the curing conditions). The water contact angles of thiol-ene 2:3 (typically 70-75°) were found to be less dependent on the UV dose and storing time. Instead, water contact angles of thiol-ene 1:1 slightly decrease (from initial 90 to 95° to about 70°) as a function of UV increasing exposure dose and storing time. Most importantly, both thiol-ene formulations remain relatively hydrophilic over extended periods of time, which favors their use in MCE applications. Here, MCE separation of biologically active peptides and selected fluorescent dyes is demonstrated in combination with laser-induced fluorescence detection showing high separation efficiency (theoretical plates 8200 per 4cm for peptides and 1500-2700 per 4cm for fluorescent dyes) and lower limits of detection in the sub-μM (visible range) or low-μM (near-UV range) level.
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Affiliation(s)
- Sari M Tähkä
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, FI-00014 University of Helsinki, Helsinki, Finland
| | - Ashkan Bonabi
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, FI-00014 University of Helsinki, Helsinki, Finland
| | - Maria-Elisa Nordberg
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, FI-00014 University of Helsinki, Helsinki, Finland
| | - Meeri Kanerva
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, FI-00014 University of Helsinki, Helsinki, Finland
| | - Ville P Jokinen
- Department of Materials Science and Engineering, School of Chemical Technology, Aalto University, Aalto FI-00076, Finland
| | - Tiina M Sikanen
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, FI-00014 University of Helsinki, Helsinki, Finland.
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Liu D, Cito S, Zhang Y, Wang CF, Sikanen TM, Santos HA. A versatile and robust microfluidic platform toward high throughput synthesis of homogeneous nanoparticles with tunable properties. Adv Mater 2015; 27:2298-304. [PMID: 25684077 DOI: 10.1002/adma.201405408] [Citation(s) in RCA: 151] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 01/18/2015] [Indexed: 05/17/2023]
Abstract
A versatile and robust microfluidic nanoprecipitation platform for high throughput synthesis of nanoparticles is fabricated. The versatility of this platform is proven through the successful preparation of different types of nanoparticles. This platform presents great robustness, with homogeneous nanoparticles always being obtained, regardless of the formulation parameters. The diameter and surface charge of the prepared nanoparticles can also be easily tuned.
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Affiliation(s)
- Dongfei Liu
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, FI-00014, Helsinki, Finland
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