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Filippi J, Casti P, Antonelli G, Murdocca M, Mencattini A, Corsi F, D'Orazio M, Pecora A, De Luca M, Curci G, Ghibelli L, Sangiuolo F, Neale SL, Martinelli E. Cell Electrokinetic Fingerprint: A Novel Approach Based on Optically Induced Dielectrophoresis (ODEP) for In-Flow Identification of Single Cells. Small Methods 2024:e2300923. [PMID: 38693090 DOI: 10.1002/smtd.202300923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 04/04/2024] [Indexed: 05/03/2024]
Abstract
A novel optically induced dielectrophoresis (ODEP) system that can operate under flow conditions is designed for automatic trapping of cells and subsequent induction of 2D multi-frequency cell trajectories. Like in a "ping-pong" match, two virtual electrode barriers operate in an alternate mode with varying frequencies of the input voltage. The so-derived cell motions are characterized via time-lapse microscopy, cell tracking, and state-of-the-art machine learning algorithms, like the wavelet scattering transform (WST). As a cell-electrokinetic fingerprint, the dynamic of variation of the cell displacements happening, over time, is quantified in response to different frequency values of the induced electric field. When tested on two biological scenarios in the cancer domain, the proposed approach discriminates cellular dielectric phenotypes obtained, respectively, at different early phases of drug-induced apoptosis in prostate cancer (PC3) cells and for differential expression of the lectine-like oxidized low-density lipoprotein receptor-1 (LOX-1) transcript levels in human colorectal adenocarcinoma (DLD-1) cells. The results demonstrate increased discrimination of the proposed system and pose an additional basis for making ODEP-based assays addressing cancer heterogeneity for precision medicine and pharmacological research.
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Affiliation(s)
- Joanna Filippi
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
| | - Paola Casti
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
| | - Gianni Antonelli
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
| | - Michela Murdocca
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, Rome, 00133, Italy
| | - Arianna Mencattini
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
| | - Francesca Corsi
- Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, Rome, 00133, Italy
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, Rome, 00133, Italy
| | - Michele D'Orazio
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
| | - Alessandro Pecora
- Italian Nation Research Council (CNR), Via del Fosso del Cavaliere 100, Rome, 00133, Italy
| | - Massimiliano De Luca
- Italian Nation Research Council (CNR), Via del Fosso del Cavaliere 100, Rome, 00133, Italy
| | - Giorgia Curci
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, Rome, 00133, Italy
| | - Federica Sangiuolo
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, Rome, 00133, Italy
| | - Steven L Neale
- James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Eugenio Martinelli
- Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, Rome, 00133, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), Via del Politecnico 1, Rome, 00133, Italy
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Harrer DC, Lüke F, Pukrop T, Ghibelli L, Gerner C, Reichle A, Heudobler D. Peroxisome proliferator-activated receptorα/γ agonist pioglitazone for rescuing relapsed or refractory neoplasias by unlocking phenotypic plasticity. Front Oncol 2024; 13:1289222. [PMID: 38273846 PMCID: PMC10808445 DOI: 10.3389/fonc.2023.1289222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/15/2023] [Indexed: 01/27/2024] Open
Abstract
A series of seven clinical trials on relapsed or refractory (r/r) metastatic neoplasias followed the question: Are networks of ligand-receptor cross-talks that support tumor-specific cancer hallmarks, druggable with tumor tissue editing approaches therapeutically exploiting tumor plasticity? Differential recombinations of pioglitazone, a dual peroxisome-proliferator activated receptorα/γ (PPARα/γ) agonist, with transcriptional modulators, i.e., all-trans retinoic acid, interferon-α, or dexamethasone plus metronomic low-dose chemotherapy (MCT) or epigenetic modeling with azacitidine plus/minus cyclooxygenase-2 inhibition initiated tumor-specific reprogramming of cancer hallmarks, as exemplified by inflammation control in r/r melanoma, renal clear cell carcinoma (RCCC), Hodgkin's lymphoma (HL) and multisystem Langerhans cell histiocytosis (mLCH) or differentiation induction in non-promyelocytic acute myeloid leukemia (non-PML AML). Pioglitazone, integrated in differentially designed editing schedules, facilitated induction of tumor cell death as indicated by complete remission (CR) in r/r non-PML AML, continuous CR in r/r RCCC, mLCH, and in HL by addition of everolimus, or long-term disease control in melanoma by efficaciously controlling metastasis, post-therapy cancer repopulation and acquired cell-resistance and genetic/molecular-genetic tumor cell heterogeneity (M-CRAC). PPARα/γ agonists provided tumor-type agnostic biomodulatory efficacy across different histologic neoplasias. Tissue editing techniques disclose that wide-ranging functions of PPARα/γ agonists may be on-topic focused for differentially unlocking tumor phenotypes. Low-dose MCT facilitates targeted reprogramming of cancer hallmarks with transcriptional modulators, induction of tumor cell death, M-CRAC control and editing of non-oncogene addiction. Thus, pioglitazone, integrated in tumor tissue editing protocols, is an important biomodulatory drug for addressing urgent therapeutic problems, such as M-CRAC in relapsed or refractory tumor disease.
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Affiliation(s)
- Dennis Christoph Harrer
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Florian Lüke
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Division of Personalized Tumor Therapy, Fraunhofer Institute for Toxicology and Experimental Medicine, Regensburg, Germany
| | - Tobias Pukrop
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Christopher Gerner
- Department of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Vienna, Austria
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
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Harrer DC, Lüke F, Pukrop T, Ghibelli L, Reichle A, Heudobler D. Addressing Genetic Tumor Heterogeneity, Post-Therapy Metastatic Spread, Cancer Repopulation, and Development of Acquired Tumor Cell Resistance. Cancers (Basel) 2023; 16:180. [PMID: 38201607 PMCID: PMC10778239 DOI: 10.3390/cancers16010180] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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: 11/16/2023] [Revised: 12/08/2023] [Accepted: 12/12/2023] [Indexed: 01/12/2024] Open
Abstract
The concept of post-therapy metastatic spread, cancer repopulation and acquired tumor cell resistance (M-CRAC) rationalizes tumor progression because of tumor cell heterogeneity arising from post-therapy genetic damage and subsequent tissue repair mechanisms. Therapeutic strategies designed to specifically address M-CRAC involve tissue editing approaches, such as low-dose metronomic chemotherapy and the use of transcriptional modulators with or without targeted therapies. Notably, tumor tissue editing holds the potential to treat patients, who are refractory to or relapsing (r/r) after conventional chemotherapy, which is usually based on administering a maximum tolerable dose of a cytostatic drugs. Clinical trials enrolling patients with r/r malignancies, e.g., non-small cell lung cancer, Hodgkin's lymphoma, Langerhans cell histiocytosis and acute myelocytic leukemia, indicate that tissue editing approaches could yield tangible clinical benefit. In contrast to conventional chemotherapy or state-of-the-art precision medicine, tissue editing employs a multi-pronged approach targeting important drivers of M-CRAC across various tumor entities, thereby, simultaneously engaging tumor cell differentiation, immunomodulation, and inflammation control. In this review, we highlight the M-CRAC concept as a major factor in resistance to conventional cancer therapies and discusses tissue editing as a potential treatment.
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Affiliation(s)
- Dennis Christoph Harrer
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany; (D.C.H.); (F.L.); (T.P.); (D.H.)
| | - Florian Lüke
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany; (D.C.H.); (F.L.); (T.P.); (D.H.)
- Division of Personalized Tumor Therapy, Fraunhofer Institute for Toxicology and Experimental Medicine, 30625 Regensburg, Germany
| | - Tobias Pukrop
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany; (D.C.H.); (F.L.); (T.P.); (D.H.)
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, 93053 Regensburg, Germany
| | - Lina Ghibelli
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy;
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany; (D.C.H.); (F.L.); (T.P.); (D.H.)
| | - Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany; (D.C.H.); (F.L.); (T.P.); (D.H.)
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, 93053 Regensburg, Germany
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Corsi F, Deidda Tarquini G, Urbani M, Bejarano I, Traversa E, Ghibelli L. The Impressive Anti-Inflammatory Activity of Cerium Oxide Nanoparticles: More than Redox? Nanomaterials (Basel) 2023; 13:2803. [PMID: 37887953 PMCID: PMC10609664 DOI: 10.3390/nano13202803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/04/2023] [Accepted: 10/19/2023] [Indexed: 10/28/2023]
Abstract
Cerium oxide nanoparticles (CNPs) are biocompatible nanozymes exerting multifunctional biomimetic activities, including superoxide dismutase (SOD), catalase, glutathione peroxidase, photolyase, and phosphatase. SOD- and catalase-mimesis depend on Ce3+/Ce4+ redox switch on nanoparticle surface, which allows scavenging the most noxious reactive oxygen species in a self-regenerating, energy-free manner. As oxidative stress plays pivotal roles in the pathogenesis of inflammatory disorders, CNPs have recently attracted attention as potential anti-inflammatory agents. A careful survey of the literature reveals that CNPs, alone or as constituents of implants and scaffolds, strongly contrast chronic inflammation (including neurodegenerative and autoimmune diseases, liver steatosis, gastrointestinal disorders), infections, and trauma, thereby ameliorating/restoring organ function. By general consensus, CNPs inhibit inflammation cues while boosting the pro-resolving anti-inflammatory signaling pathways. The mechanism of CNPs' anti-inflammatory effects has hardly been investigated, being rather deductively attributed to CNP-induced ROS scavenging. However, CNPs are multi-functional nanozymes that exert additional bioactivities independent from the Ce3+/Ce4+ redox switch, such as phosphatase activity, which could conceivably mediate some of the anti-inflammatory effects reported, suggesting that CNPs fight inflammation via pleiotropic actions. Since CNP anti-inflammatory activity is potentially a pharmacological breakthrough, it is important to precisely attribute the described effects to one or another of their nanozyme functions, thus achieving therapeutic credibility.
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Affiliation(s)
- Francesca Corsi
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy; (G.D.T.); (M.U.); (E.T.)
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Greta Deidda Tarquini
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy; (G.D.T.); (M.U.); (E.T.)
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Marta Urbani
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy; (G.D.T.); (M.U.); (E.T.)
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Ignacio Bejarano
- Institute of Biomedicine of Seville (IBiS), University of Seville, HUVR, Junta de Andalucía, CSIC, 41013 Seville, Spain;
- Department of Medical Biochemistry, Molecular Biology and Immunology, University of Seville, 41004 Seville, Spain
| | - Enrico Traversa
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy; (G.D.T.); (M.U.); (E.T.)
| | - Lina Ghibelli
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
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Corsi F, Di Meo E, Lulli D, Deidda Tarquini G, Capradossi F, Bruni E, Pelliccia A, Traversa E, Dellambra E, Failla CM, Ghibelli L. Safe-Shields: Basal and Anti-UV Protection of Human Keratinocytes by Redox-Active Cerium Oxide Nanoparticles Prevents UVB-Induced Mutagenesis. Antioxidants (Basel) 2023; 12:antiox12030757. [PMID: 36979005 PMCID: PMC10045349 DOI: 10.3390/antiox12030757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/16/2023] [Accepted: 03/18/2023] [Indexed: 03/22/2023] Open
Abstract
Cerium oxide nanoparticles (nanoceria), biocompatible multifunctional nanozymes exerting unique biomimetic activities, mimic superoxide-dismutase and catalase through a self-regenerating, energy-free redox cycle driven by Ce3+/4+ valence switch. Additional redox-independent UV-filter properties render nanoceria ideal multitask solar screens, shielding from UV exposure, simultaneously protecting tissues from UV-oxidative damage. Here, we report that nanoceria favour basal proliferation of primary normal keratinocytes, and protects them from UVB-induced DNA damage, mutagenesis, and apoptosis, minimizing cell loss and accelerating recovery with flawless cells. Similar cell-protective effects were found on irradiated noncancerous, but immortalized, p53-null HaCaT keratinocytes, with the notable exception that here, nanoceria do not accelerate basal HaCaT proliferation. Notably, nanoceria protect HaCaT from oxidative stress induced by irradiated titanium dioxide nanoparticles, a major active principle of commercial UV-shielding lotions, thus neutralizing their most critical side effects. The intriguing combination of nanoceria multiple beneficial properties opens the way for smart and safer containment measures of UV-induced skin damage and carcinogenesis.
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Affiliation(s)
- Francesca Corsi
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Erika Di Meo
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Daniela Lulli
- Experimental Immunology Laboratory, IDI-IRCCS, 00167 Rome, Italy
| | - Greta Deidda Tarquini
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Francesco Capradossi
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
- Correspondence: (F.C.); (L.G.); Tel.: +39-06-7259-4218 (L.G.)
| | - Emanuele Bruni
- Experimental Immunology Laboratory, IDI-IRCCS, 00167 Rome, Italy
| | - Andrea Pelliccia
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Enrico Traversa
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Elena Dellambra
- Molecular and Cell Biology Laboratory, IDI-IRCCS, 00167 Rome, Italy
| | | | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
- Correspondence: (F.C.); (L.G.); Tel.: +39-06-7259-4218 (L.G.)
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Mencattini A, D'Orazio M, Casti P, Comes MC, Di Giuseppe D, Antonelli G, Filippi J, Corsi F, Ghibelli L, Veith I, Di Natale C, Parrini MC, Martinelli E. Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis. Commun Biol 2023; 6:241. [PMID: 36869080 PMCID: PMC9984362 DOI: 10.1038/s42003-023-04585-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 02/13/2023] [Indexed: 03/05/2023] Open
Abstract
One of the major problems in bioimaging, often highly underestimated, is whether features extracted for a discrimination or regression task will remain valid for a broader set of similar experiments or in the presence of unpredictable perturbations during the image acquisition process. Such an issue is even more important when it is addressed in the context of deep learning features due to the lack of a priori known relationship between the black-box descriptors (deep features) and the phenotypic properties of the biological entities under study. In this regard, the widespread use of descriptors, such as those coming from pre-trained Convolutional Neural Networks (CNNs), is hindered by the fact that they are devoid of apparent physical meaning and strongly subjected to unspecific biases, i.e., features that do not depend on the cell phenotypes, but rather on acquisition artifacts, such as brightness or texture changes, focus shifts, autofluorescence or photobleaching. The proposed Deep-Manager software platform offers the possibility to efficiently select those features having lower sensitivity to unspecific disturbances and, at the same time, a high discriminating power. Deep-Manager can be used in the context of both handcrafted and deep features. The unprecedented performances of the method are proven using five different case studies, ranging from selecting handcrafted green fluorescence protein intensity features in chemotherapy-related breast cancer cell death investigation to addressing problems related to the context of Deep Transfer Learning. Deep-Manager, freely available at https://github.com/BEEuniroma2/Deep-Manager , is suitable for use in many fields of bioimaging and is conceived to be constantly upgraded with novel image acquisition perturbations and modalities.
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Affiliation(s)
- A Mencattini
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - M D'Orazio
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - P Casti
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - M C Comes
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - D Di Giuseppe
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - G Antonelli
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - J Filippi
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
| | - F Corsi
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy
- Department of Biology, University of Rome Tor Vergata, 00133, Rome, Italy
| | - L Ghibelli
- Department of Biology, University of Rome Tor Vergata, 00133, Rome, Italy
| | - I Veith
- Inserm U830, Stress and Cancer Lab, Institut Curie, Centre de Recherche, Paris Sciences et Lettres Research University, 75005, Paris, France
| | - C Di Natale
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy
| | - M C Parrini
- Inserm U830, Stress and Cancer Lab, Institut Curie, Centre de Recherche, Paris Sciences et Lettres Research University, 75005, Paris, France
| | - E Martinelli
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133, Rome, Italy.
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (IC-LOC), University of Rome Tor Vergata, 00133, Rome, Italy.
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Pelliccia A, Capradossi F, Corsi F, Tarquini GD, Bruni E, Reichle A, Torino F, Ghibelli L. Androgen Deprivation Freezes Hormone-Sensitive Prostate Cancer Cells in a Reversible, Genetically Unstable Quasi-Apoptotic State, Bursting into Full Apoptosis upon Poly(ADP-ribose) Polymerase Inhibition. Int J Mol Sci 2023; 24:ijms24032040. [PMID: 36768364 PMCID: PMC9917232 DOI: 10.3390/ijms24032040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 01/13/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023] Open
Abstract
Androgen deprivation therapy (ADT) is a powerful treatment for metastatic hormone-sensitive prostate cancer (mHSPC) patients, but eventually and inevitably, cancer relapses, progressing to the fatal castration-resistant (CR)PC stage. Progression implies the emergence of cells proliferating in the absence of androgen through still elusive mechanisms. We show here for the first time that ADT induces LNCaP mHSPC cells to collectively enter a metastable quasi-apoptotic state (QUAPS) consisting of partial mitochondrial permeabilization, limited BAX and caspase activation, and moderate induction of caspase-dependent dsDNA breaks; despite this, cells maintain full viability. QUAPS is destabilized by poly(ADP)-polymerase inhibition (PARPi), breaking off toward overt intrinsic apoptosis and culture extinction. Instead, QUAPS is rapidly and efficiently reverted upon androgen restoration, with mitochondria rapidly recovering integrity and cells collectively resuming normal proliferation. Notably, replication restarts before DNA repair is completed, and implies an increased micronuclei frequency, indicating that ADT promotes genetic instability. The recovered cells re-acquire insensitivity to PARPi (as untreated LNCaP), pointing to specific, context-dependent vulnerability of mHSPC cells to PARPi during ADT. Summarizing, QUAPS is an unstable, pro-mutagenic state developing as a pro-survival pathway stabilized by PARP, and constitutes a novel viewpoint explaining how ADT-treated mHSPC may progress to CRPC, indicating possible preventive countermeasures.
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Affiliation(s)
- Andrea Pelliccia
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy
- Correspondence: (A.P.); (L.G.); Tel.: +39-06-7259-4095 (A.P.); +39-06-7259-4218 (L.G.)
| | | | - Francesca Corsi
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Greta Deidda Tarquini
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Emanuele Bruni
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital of Regensburg, 93053 Regensburg, Germany
| | - Francesco Torino
- Department of Systems Medicine, Medical Oncology, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Lina Ghibelli
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
- Correspondence: (A.P.); (L.G.); Tel.: +39-06-7259-4095 (A.P.); +39-06-7259-4218 (L.G.)
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Petrella G, Corsi F, Ciufolini G, Germini S, Capradossi F, Pelliccia A, Torino F, Ghibelli L, Cicero DO. Metabolic Reprogramming of Castration-Resistant Prostate Cancer Cells as a Response to Chemotherapy. Metabolites 2022; 13:metabo13010065. [PMID: 36676990 PMCID: PMC9865398 DOI: 10.3390/metabo13010065] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 12/27/2022] [Accepted: 12/28/2022] [Indexed: 01/03/2023] Open
Abstract
Prostate cancer at the castration-resistant stage (CRPC) is a leading cause of death among men due to resistance to anticancer treatments, including chemotherapy. We set up an in vitro model of therapy-induced cancer repopulation and acquired cell resistance (CRAC) on etoposide-treated CRPC PC3 cells, witnessing therapy-induced epithelial-to-mesenchymal-transition (EMT) and chemoresistance among repopulating cells. Here, we explore the metabolic changes leading to chemo-induced CRAC, measuring the exchange rates cell/culture medium of 36 metabolites via Nuclear Magnetic Resonance spectroscopy. We studied the evolution of PC3 metabolism throughout recovery from etoposide, encompassing the degenerative, quiescent, and repopulating phases. We found that glycolysis is immediately shut off by etoposide, gradually recovering together with induction of EMT and repopulation. Instead, OXPHOS, already high in untreated PC3, is boosted by etoposide to decline afterward, though stably maintaining values higher than control. Notably, high levels of EMT, crucial in the acquisition of chemoresistance, coincide with a strong acceleration of metabolism, especially in the exchange of principal nutrients and their end products. These results provide novel information on the energy metabolism of cancer cells repopulating from cytotoxic drug treatment, paving the way for uncovering metabolic vulnerabilities to be possibly pharmacologically targeted and providing novel clinical options for CRPC.
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Affiliation(s)
- Greta Petrella
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma “Tor Vergata”, 00133 Rome, Italy
- Correspondence: ; Tel.: +39-06-7259-4835
| | - Francesca Corsi
- Dipartimento di Biologia, Università di Roma “Tor Vergata”, 00133 Rome, Italy
| | - Giorgia Ciufolini
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma “Tor Vergata”, 00133 Rome, Italy
| | - Sveva Germini
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma “Tor Vergata”, 00133 Rome, Italy
| | | | - Andrea Pelliccia
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma “Tor Vergata”, 00133 Rome, Italy
- Dipartimento di Biologia, Università di Roma “Tor Vergata”, 00133 Rome, Italy
| | - Francesco Torino
- Dipartimento di Medicina dei Sistemi, Oncologia Medica, Università di Roma “Tor Vergata”, 00133 Rome, Italy
| | - Lina Ghibelli
- Dipartimento di Biologia, Università di Roma “Tor Vergata”, 00133 Rome, Italy
| | - Daniel Oscar Cicero
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma “Tor Vergata”, 00133 Rome, Italy
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9
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Heudobler D, Ghibelli L, Reichle A. Editorial: Anakoinosis for promoting tumor tissue editing: Novel therapeutic opportunities for establishing clinically relevant tumor control by targeting tumor plasticity. Front Oncol 2022; 12:1005381. [PMID: 36176412 PMCID: PMC9513606 DOI: 10.3389/fonc.2022.1005381] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/05/2022] [Indexed: 12/03/2022] Open
Affiliation(s)
- Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- *Correspondence: Albrecht Reichle,
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10
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Lüke F, Harrer DC, Pantziarka P, Pukrop T, Ghibelli L, Gerner C, Reichle A, Heudobler D. Drug Repurposing by Tumor Tissue Editing. Front Oncol 2022; 12:900985. [PMID: 35814409 PMCID: PMC9270020 DOI: 10.3389/fonc.2022.900985] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/20/2022] [Indexed: 11/13/2022] Open
Abstract
The combinatory use of drugs for systemic cancer therapy commonly aims at the direct elimination of tumor cells through induction of apoptosis. An alternative approach becomes the focus of attention if biological changes in tumor tissues following combinatory administration of regulatorily active drugs are considered as a therapeutic aim, e.g., differentiation, transdifferentiation induction, reconstitution of immunosurveillance, the use of alternative cell death mechanisms. Editing of the tumor tissue establishes new biological ‘hallmarks’ as a ‘pressure point’ to attenuate tumor growth. This may be achieved with repurposed, regulatorily active drug combinations, often simultaneously targeting different cell compartments of the tumor tissue. Moreover, tissue editing is paralleled by decisive functional changes in tumor tissues providing novel patterns of target sites for approved drugs. Thus, agents with poor activity in non-edited tissue may reveal new clinically meaningful outcomes. For tissue editing and targeting edited tissue novel requirements concerning drug selection and administration can be summarized according to available clinical and pre-clinical data. Monoactivity is no pre-requisite, but combinatory bio-regulatory activity. The regulatorily active dose may be far below the maximum tolerable dose, and besides inhibitory active drugs stimulatory drug activities may be integrated. Metronomic scheduling often seems to be of advantage. Novel preclinical approaches like functional assays testing drug combinations in tumor tissue are needed to select potential drugs for repurposing. The two-step drug repurposing procedure, namely establishing novel functional systems states in tumor tissues and consecutively providing novel target sites for approved drugs, facilitates the systematic identification of drug activities outside the scope of any original clinical drug approvals.
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Affiliation(s)
- Florian Lüke
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Division of Personalized Tumor Therapy, Fraunhofer Institute for Toxicology and Experimental Medicine, Regensburg, Germany
| | - Dennis Christoph Harrer
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Pan Pantziarka
- The George Pantziarka TP53 Trust, London, United Kingdom
| | - Tobias Pukrop
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Christopher Gerner
- Department of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Vienna, Austria
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
- *Correspondence: Daniel Heudobler, , orcid.org/0000-0002-8790-4584
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11
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Corsi F, Capradossi F, Pelliccia A, Briganti S, Bruni E, Traversa E, Torino F, Reichle A, Ghibelli L. Apoptosis as Driver of Therapy-Induced Cancer Repopulation and Acquired Cell-Resistance (CRAC): A Simple In Vitro Model of Phoenix Rising in Prostate Cancer. Int J Mol Sci 2022; 23:ijms23031152. [PMID: 35163077 PMCID: PMC8834753 DOI: 10.3390/ijms23031152] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 01/27/2023] Open
Abstract
Apoptotic cells stimulate compensatory proliferation through the caspase-3-cPLA-2-COX-2-PGE-2-STAT3 Phoenix Rising pathway as a healing process in normal tissues. Phoenix Rising is however usurped in cancer, potentially nullifying pro-apoptotic therapies. Cytotoxic therapies also promote cancer cell plasticity through epigenetic reprogramming, leading to epithelial-to-mesenchymal-transition (EMT), chemo-resistance and tumor progression. We explored the relationship between such scenarios, setting-up an innovative, straightforward one-pot in vitro model of therapy-induced prostate cancer repopulation. Cancer (castration-resistant PC3 and androgen-sensitive LNCaP), or normal (RWPE-1) prostate cells, are treated with etoposide and left recovering for 18 days. After a robust apoptotic phase, PC3 setup a coordinate tissue-like response, repopulating and acquiring EMT and chemo-resistance; repopulation occurs via Phoenix Rising, being dependent on high PGE-2 levels achieved through caspase-3-promoted signaling; epigenetic inhibitors interrupt Phoenix Rising after PGE-2, preventing repopulation. Instead, RWPE-1 repopulate via Phoenix Rising without reprogramming, EMT or chemo-resistance, indicating that only cancer cells require reprogramming to complete Phoenix Rising. Intriguingly, LNCaP stop Phoenix-Rising after PGE-2, failing repopulating, suggesting that the propensity to engage/complete Phoenix Rising may influence the outcome of pro-apoptotic therapies. Concluding, we established a reliable system where to study prostate cancer repopulation, showing that epigenetic reprogramming assists Phoenix Rising to promote post-therapy cancer repopulation and acquired cell-resistance (CRAC).
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Affiliation(s)
- Francesca Corsi
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.C.); (A.P.); (E.B.)
- Correspondence: (F.C.); (L.G.); Tel.: +39-06-7259-4095 (F.C.); Tel.: +39-06-7259-4218 (L.G.)
| | - Francesco Capradossi
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.C.); (A.P.); (E.B.)
- PhD Program in Evolutionary Biology and Ecology, Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy
| | - Andrea Pelliccia
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.C.); (A.P.); (E.B.)
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy;
| | - Stefania Briganti
- Cutaneous Physiopathology and Integrated Center of Metabolomics Research, San Gallicano Dermatological Institute, IRCCS, 00144 Rome, Italy;
| | - Emanuele Bruni
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.C.); (A.P.); (E.B.)
| | - Enrico Traversa
- Department of Chemical Science and Technologies, University of Rome “Tor Vergata”, 00133 Rome, Italy;
- School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 610056, China
| | - Francesco Torino
- Department of Systems Medicine, Medical Oncology, University of Rome Tor Vergata, 00133 Rome, Italy;
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital of Regensburg, 93053 Regensburg, Germany;
| | - Lina Ghibelli
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.C.); (A.P.); (E.B.)
- Correspondence: (F.C.); (L.G.); Tel.: +39-06-7259-4095 (F.C.); Tel.: +39-06-7259-4218 (L.G.)
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12
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Heudobler D, Reichle A, Ghibelli L. Editorial: Anakoinosis: An Innovative Anticancer Therapy Targeting the Aberrant Cancer Tissue Homeostasis. Front Pharmacol 2021; 12:779021. [PMID: 34690792 PMCID: PMC8528999 DOI: 10.3389/fphar.2021.779021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 09/21/2021] [Indexed: 12/02/2022] Open
Affiliation(s)
- Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Lina Ghibelli
- Department Biology, Universita' di Roma Tor Vergata, Rome, Italy
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13
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D'Orazio M, Corsi F, Mencattini A, Di Giuseppe D, Colomba Comes M, Casti P, Filippi J, Di Natale C, Ghibelli L, Martinelli E. Deciphering Cancer Cell Behavior From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy. Front Oncol 2020; 10:580698. [PMID: 33194709 PMCID: PMC7606946 DOI: 10.3389/fonc.2020.580698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/08/2020] [Indexed: 11/13/2022] Open
Abstract
Cell motility varies according to intrinsic features and microenvironmental stimuli, being a signature of underlying biological phenomena. The heterogeneity in cell response, due to multilevel cell diversity especially relevant in cancer, poses a challenge in identifying the biological scenario from cell trajectories. We propose here a novel peer prediction strategy among cell trajectories, deciphering cell state (tumor vs. nontumor), tumor stage, and response to the anticancer drug etoposide, based on morphology and motility features, solving the strong heterogeneity of individual cell properties. The proposed approach first barcodes cell trajectories, then automatically selects the good ones for optimal model construction (good teacher and test sample selection), and finally extracts a collective response from the heterogeneous populations via cooperative learning approaches, discriminating with high accuracy prostate noncancer vs. cancer cells of high vs. low malignancy. Comparison with standard classification methods validates our approach, which therefore represents a promising tool for addressing clinically relevant issues in cancer diagnosis and therapy, e.g., detection of potentially metastatic cells and anticancer drug screening.
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Affiliation(s)
- Michele D'Orazio
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Francesca Corsi
- Department of Chemical Science and Technologies, University of Rome "Tor Vergata", Rome, Italy.,Department of Biology, University of Rome "Tor Vergata", Rome, Italy
| | - Arianna Mencattini
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Davide Di Giuseppe
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Maria Colomba Comes
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Paola Casti
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Joanna Filippi
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Corrado Di Natale
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
| | - Lina Ghibelli
- Department of Biology, University of Rome "Tor Vergata", Rome, Italy
| | - Eugenio Martinelli
- Department of Electronic Engineering, University of Rome "Tor Vergata", Rome, Italy
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14
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Reichle A, Heudobler D, Gerner C, Pantziarka P, Martinelli E, Holler E, Corsi F, Ghibelli L. Editorial: Tumor Systems Biology: How to Therapeutically Redirect Dysregulated Homeostasis in Tumor Systems (i.e., Anakoinosis). Front Oncol 2020; 10:1675. [PMID: 32984044 PMCID: PMC7492644 DOI: 10.3389/fonc.2020.01675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 07/29/2020] [Indexed: 11/29/2022] Open
Affiliation(s)
- Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Christopher Gerner
- Faculty Chemistry, Institut for Analytical Chemistry, University Vienna, Vienna, Austria
| | - Pan Pantziarka
- The George Pantziarka TP53 Trust, London, United Kingdom
- Anticancer Fund, Brussels, Belgium
| | - Eugenio Martinelli
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - Ernst Holler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Francesca Corsi
- Department Biology, Universita' di Roma Tor Vergata, Rome, Italy
- Department of Chemical Sciences and Technologies, Universita' di Roma Tor Vergata, Rome, Italy
| | - Lina Ghibelli
- Department Biology, Universita' di Roma Tor Vergata, Rome, Italy
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15
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Mencattini A, Di Giuseppe D, Comes MC, Casti P, Corsi F, Bertani FR, Ghibelli L, Businaro L, Di Natale C, Parrini MC, Martinelli E. Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments. Sci Rep 2020; 10:7653. [PMID: 32376840 PMCID: PMC7203117 DOI: 10.1038/s41598-020-64246-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 02/24/2020] [Indexed: 11/29/2022] Open
Abstract
We describe a novel method to achieve a universal, massive, and fully automated analysis of cell motility behaviours, starting from time-lapse microscopy images. The approach was inspired by the recent successes in application of machine learning for style recognition in paintings and artistic style transfer. The originality of the method relies i) on the generation of atlas from the collection of single-cell trajectories in order to visually encode the multiple descriptors of cell motility, and ii) on the application of pre-trained Deep Learning Convolutional Neural Network architecture in order to extract relevant features to be used for classification tasks from this visual atlas. Validation tests were conducted on two different cell motility scenarios: 1) a 3D biomimetic gels of immune cells, co-cultured with breast cancer cells in organ-on-chip devices, upon treatment with an immunotherapy drug; 2) Petri dishes of clustered prostate cancer cells, upon treatment with a chemotherapy drug. For each scenario, single-cell trajectories are very accurately classified according to the presence or not of the drugs. This original approach demonstrates the existence of universal features in cell motility (a so called “motility style”) which are identified by the DL approach in the rationale of discovering the unknown message in cell trajectories.
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Affiliation(s)
- A Mencattini
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - D Di Giuseppe
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - M C Comes
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - P Casti
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - F Corsi
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy
| | - F R Bertani
- Institute for Photonics and Nanotechnology, Italian National Research Council, 00156, Rome, Italy
| | - L Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - L Businaro
- Institute for Photonics and Nanotechnology, Italian National Research Council, 00156, Rome, Italy
| | - C Di Natale
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - M C Parrini
- Institute Curie, Centre de Recherche, Paris Sciences et Lettres Research University, 75005, Paris, France
| | - E Martinelli
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy.
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16
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Ongaro AE, Di Giuseppe D, Kermanizadeh A, Miguelez Crespo A, Mencattini A, Ghibelli L, Mancini V, Wlodarczyk KL, Hand DP, Martinelli E, Stone V, Howarth N, La Carrubba V, Pensabene V, Kersaudy-Kerhoas M. Polylactic is a Sustainable, Low Absorption, Low Autofluorescence Alternative to Other Plastics for Microfluidic and Organ-on-Chip Applications. Anal Chem 2020; 92:6693-6701. [PMID: 32233401 DOI: 10.1021/acs.analchem.0c00651] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Organ-on-chip (OOC) devices are miniaturized devices replacing animal models in drug discovery and toxicology studies. The majority of OOC devices are made from polydimethylsiloxane (PDMS), an elastomer widely used in microfluidic prototyping, but posing a number of challenges to experimentalists, including leaching of uncured oligomers and uncontrolled absorption of small compounds. Here we assess the suitability of polylactic acid (PLA) as a replacement material to PDMS for microfluidic cell culture and OOC applications. We changed the wettability of PLA substrates and demonstrated the functionalization method to be stable over a time period of at least 9 months. We successfully cultured human cells on PLA substrates and devices, without coating. We demonstrated that PLA does not absorb small molecules, is transparent (92% transparency), and has low autofluorescence. As a proof of concept of its manufacturability, biocompatibility, and transparency, we performed a cell tracking experiment of prostate cancer cells in a PLA device for advanced cell culture.
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Affiliation(s)
- Alfredo E Ongaro
- Institute of Biological Chemistry, Biophysics and Bioengineering, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom.,Division of Infection and Pathway Medicine, Edinburgh Medical School, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh EH164SB, United Kingdom.,Department of Engineering, Università degli Studi di Palermo, Viale delle Scienze building 5, 90128 Palermo, Italy
| | - Davide Di Giuseppe
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Ali Kermanizadeh
- School of Medical Sciences, University of Bangor, LL57 2AS Bangor, United Kingdom
| | - Allende Miguelez Crespo
- Institute of Biological Chemistry, Biophysics and Bioengineering, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom
| | - Arianna Mencattini
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Lina Ghibelli
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Vanessa Mancini
- School of Electronic and Electrical Engineering, Pollard Institute, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, United Kingdom
| | - Krystian L Wlodarczyk
- Institute of Photonics and Quantum Sciences, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom
| | - Duncan P Hand
- Institute of Photonics and Quantum Sciences, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom
| | - Eugenio Martinelli
- Department of Electronic Engineering, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Vicki Stone
- Institute of Biological Chemistry, Biophysics and Bioengineering, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom
| | - Nicola Howarth
- Institute of Biological Chemistry, Biophysics and Bioengineering, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom
| | - Vincenzo La Carrubba
- Department of Engineering, Università degli Studi di Palermo, Viale delle Scienze building 5, 90128 Palermo, Italy.,INSTM, Palermo Research Unit, Viale delle Scienze building 6, 90128 Palermo, Italy.,ATeN Center, Università degli Studi di Palermo, Viale delle Scienze building 18, 90128 Palermo, Italy
| | - Virginia Pensabene
- School of Electronic and Electrical Engineering, Pollard Institute, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, United Kingdom.,School of Medicine, Leeds Institute of Medical Research, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, United Kingdom
| | - Maïwenn Kersaudy-Kerhoas
- Institute of Biological Chemistry, Biophysics and Bioengineering, School of Engineering and Physical Science, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom.,Division of Infection and Pathway Medicine, Edinburgh Medical School, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh EH164SB, United Kingdom
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17
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Comes MC, Mencattini A, Di Giuseppe D, Filippi J, D’Orazio M, Casti P, Corsi F, Ghibelli L, Di Natale C, Martinelli E. A Camera Sensors-Based System to Study Drug Effects On In Vitro Motility: The Case of PC-3 Prostate Cancer Cells. Sensors (Basel) 2020; 20:s20051531. [PMID: 32164292 PMCID: PMC7085768 DOI: 10.3390/s20051531] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 03/03/2020] [Accepted: 03/05/2020] [Indexed: 12/13/2022]
Abstract
Cell motility is the brilliant result of cell status and its interaction with close environments. Its detection is now possible, thanks to the synergy of high-resolution camera sensors, time-lapse microscopy devices, and dedicated software tools for video and data analysis. In this scenario, we formulated a novel paradigm in which we considered the individual cells as a sort of sensitive element of a sensor, which exploits the camera as a transducer returning the movement of the cell as an output signal. In this way, cell movement allows us to retrieve information about the chemical composition of the close environment. To optimally exploit this information, in this work, we introduce a new setting, in which a cell trajectory is divided into sub-tracks, each one characterized by a specific motion kind. Hence, we considered all the sub-tracks of the single-cell trajectory as the signals of a virtual array of cell motility-based sensors. The kinematics of each sub-track is quantified and used for a classification task. To investigate the potential of the proposed approach, we have compared the achieved performances with those obtained by using a single-trajectory paradigm with the scope to evaluate the chemotherapy treatment effects on prostate cancer cells. Novel pattern recognition algorithms have been applied to the descriptors extracted at a sub-track level by implementing features, as well as samples selection (a good teacher learning approach) for model construction. The experimental results have put in evidence that the performances are higher when a further cluster majority role has been considered, by emulating a sort of sensor fusion procedure. All of these results highlighted the high strength of the proposed approach, and straightforwardly prefigure its use in lab-on-chip or organ-on-chip applications, where the cell motility analysis can be massively applied using time-lapse microscopy images.
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Affiliation(s)
- Maria Colomba Comes
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
| | - Arianna Mencattini
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
- Correspondence:
| | - Davide Di Giuseppe
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
| | - Joanna Filippi
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
| | - Michele D’Orazio
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
| | - Paola Casti
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
| | - Francesca Corsi
- Dept. of Chemical Science and Technologies, University of Rome Tor Vergata, 00133 Roma, Italy;
| | - Lina Ghibelli
- Dept. Biology, University of Rome Tor Vergata, 00133 Roma, Italy;
| | - Corrado Di Natale
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
| | - Eugenio Martinelli
- Dept. Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy; (M.C.C.); (D.D.G.); (J.F.); (M.D.); (P.C.); (C.D.N.); (E.M.)
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18
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Heudobler D, Lüke F, Vogelhuber M, Klobuch S, Pukrop T, Herr W, Gerner C, Pantziarka P, Ghibelli L, Reichle A. Anakoinosis: Correcting Aberrant Homeostasis of Cancer Tissue-Going Beyond Apoptosis Induction. Front Oncol 2019; 9:1408. [PMID: 31921665 PMCID: PMC6934003 DOI: 10.3389/fonc.2019.01408] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 11/28/2019] [Indexed: 12/16/2022] Open
Abstract
The current approach to systemic therapy for metastatic cancer is aimed predominantly at inducing apoptosis of cancer cells by blocking tumor-promoting signaling pathways or by eradicating cell compartments within the tumor. In contrast, a systems view of therapy primarily considers the communication protocols that exist at multiple levels within the tumor complex, and the role of key regulators of such systems. Such regulators may have far-reaching influence on tumor response to therapy and therefore patient survival. This implies that neoplasia may be considered as a cell non-autonomous disease. The multi-scale activity ranges from intra-tumor cell compartments, to the tumor, to the tumor-harboring organ to the organism. In contrast to molecularly targeted therapies, a systems approach that identifies the complex communications networks driving tumor growth offers the prospect of disrupting or "normalizing" such aberrant communicative behaviors and therefore attenuating tumor growth. Communicative reprogramming, a treatment strategy referred to as anakoinosis, requires novel therapeutic instruments, so-called master modifiers to deliver concerted tumor growth-attenuating action. The diversity of biological outcomes following pro-anakoinotic tumor therapy, such as differentiation, trans-differentiation, control of tumor-associated inflammation, etc. demonstrates that long-term tumor control may occur in multiple forms, inducing even continuous complete remission. Accordingly, pro-anakoinotic therapies dramatically extend the repertoire for achieving tumor control and may activate apoptosis pathways for controlling resistant metastatic tumor disease and hematologic neoplasia.
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Affiliation(s)
- Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Florian Lüke
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Martin Vogelhuber
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Sebastian Klobuch
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Tobias Pukrop
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Wolfgang Herr
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Christopher Gerner
- Institut for Analytical Chemistry, Faculty Chemistry, University Vienna, Vienna, Austria
| | - Pan Pantziarka
- The George Pantziarka TP53 Trust, London, United Kingdom
- Anticancer Fund, Brussels, Belgium
| | - Lina Ghibelli
- Department Biology, Università di Roma Tor Vergata, Rome, Italy
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
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19
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Abstract
Anakoinosis is a new cancer treatment paradigm that posits a key role for communicative reprogramming within tumor systems. To date no mathematical or computational models of anakoinosis have been developed. Here we outline the NEATG_A system, a first computational model of communicative reprogramming. The model recapitulates key features of real tumor systems and responses to both traditional cytotoxic treatments and biomodulatory/anakoinotic treatments. Results are presented and discussed, particularly with respect to the implications for future cancer treatment protocols.
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Affiliation(s)
- Pan Pantziarka
- The George Pantziarka TP53 Trust, London, United Kingdom.,Anticancer Fund, Brussels, Belgium
| | - Lina Ghibelli
- Dipartimento di Biologia, Università di Roma Tor Vergata, Rome, Italy
| | - Albrecht Reichle
- Department of Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
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20
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Di Giuseppe D, Corsi F, Mencattini A, Comes MC, Casti P, Di Natale C, Ghibelli L, Martinelli E. Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters. IEEE Trans Biomed Eng 2019; 66:2882-2888. [PMID: 30735982 DOI: 10.1109/tbme.2019.2897825] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE The ability of cells to collectively move is essential in various biological contexts including cancer metastasis. In this paper, we propose an automatic video analysis tool to correlate the cell movement inhibition with replication block induced by dose-dependent chemotherapy administration. METHODS The novel approach combines individual and collective cell kinematic analysis performed over time-lapse microscopy video frames. Cells are first localized and tracked, and then kinematic descriptors are extracted for each track. Selective track identification is performed assuming diversified cell roles within the same cluster (spontaneously forming groups of cells), and finally individual results are grouped exploiting consensus of coordinated motility within cell clusters. RESULTS Recognition performance of three different experimental conditions (no drug, 0.5-5 μM merged in the same condition, and 50 μM) reached an average accuracy value of 88% over 958 different tracks collected in 36 clusters of diverse dimensions in eight independent experiments. CONCLUSION An extensive application of this methodology could give a different point of view of the cancer mechanisms.
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21
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Heudobler D, Rechenmacher M, Lüke F, Vogelhuber M, Klobuch S, Thomas S, Pukrop T, Hackl C, Herr W, Ghibelli L, Gerner C, Reichle A. Clinical Efficacy of a Novel Therapeutic Principle, Anakoinosis. Front Pharmacol 2018; 9:1357. [PMID: 30546308 PMCID: PMC6279883 DOI: 10.3389/fphar.2018.01357] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 11/05/2018] [Indexed: 12/18/2022] Open
Abstract
Classic tumor therapy, consisting of cytotoxic agents and/or targeted therapy, has not overcome therapeutic limitations like poor risk genetic parameters, genetic heterogeneity at different metastatic sites or the problem of undruggable targets. Here we summarize data and trials principally following a completely different treatment concept tackling systems biologic processes: the principle of communicative reprogramming of tumor tissues, i.e., anakoinosis (ancient greek for communication), aims at establishing novel communicative behavior of tumor tissue, the hosting organ and organism via re-modeling gene expression, thus recovering differentiation, and apoptosis competence leading to cancer control - in contrast to an immediate, "poisoning" with maximal tolerable doses of targeted or cytotoxic therapies. Therefore, we introduce the term "Master modulators" for drugs or drug combinations promoting evolutionary processes or regulating homeostatic pathways. These "master modulators" comprise a broad diversity of drugs, characterized by the capacity for reprogramming tumor tissues, i.e., transcriptional modulators, metronomic low-dose chemotherapy, epigenetically modifying agents, protein binding pro-anakoinotic drugs, such as COX-2 inhibitors, IMiDs etc., or for example differentiation inducing therapies. Data on 97 anakoinosis inducing schedules indicate a favorable toxicity profile: The combined administration of master modulators, frequently (with poor or no monoactivity) may even induce continuous complete remission in refractory metastatic neoplasia, irrespectively of the tumor type. That means recessive components of the tumor, successively developing during tumor ontogenesis, are accessible by regulatory active drug combinations in a therapeutically meaningful way. Drug selection is now dependent on situative systems characteristics, to less extent histology dependent. To sum up, anakoinosis represents a new substantive therapy principle besides novel targeted therapies.
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Affiliation(s)
- Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Michael Rechenmacher
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Florian Lüke
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Martin Vogelhuber
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Sebastian Klobuch
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Simone Thomas
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Tobias Pukrop
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Christina Hackl
- Department of Surgery, University Hospital Regensburg, Regensburg, Germany
| | - Wolfgang Herr
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Lina Ghibelli
- Department Biology, Universita' di Roma Tor Vergata, Rome, Italy
| | - Christopher Gerner
- Faculty Chemistry, Institut for Analytical Chemistry, University Vienna, Vienna, Austria
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
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22
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Klobuch S, Steinberg T, Bruni E, Mirbeth C, Heilmeier B, Ghibelli L, Herr W, Reichle A, Thomas S. Biomodulatory Treatment With Azacitidine, All- trans Retinoic Acid and Pioglitazone Induces Differentiation of Primary AML Blasts Into Neutrophil Like Cells Capable of ROS Production and Phagocytosis. Front Pharmacol 2018; 9:1380. [PMID: 30542286 PMCID: PMC6278634 DOI: 10.3389/fphar.2018.01380] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2018] [Accepted: 11/09/2018] [Indexed: 01/06/2023] Open
Abstract
Effective and tolerable salvage therapies for elderly patients with chemorefractory acute myeloid leukemia (AML) are limited and usually do not change the poor clinical outcome. We recently described in several chemorefractory elderly AML patients that a novel biomodulatory treatment regimen consisting of low-dose azacitidine (AZA) in combination with PPARγ agonist pioglitazone (PGZ) and all-trans retinoic acid (ATRA) induced complete remission of leukemia and also triggered myeloid differentiation with rapid increase of peripheral blood neutrophils. Herein, we further investigated our observations and comprehensively analyzed cell differentiation in primary AML blasts after treatment with ATRA, AZA, and PGZ ex vivo. The drug combination was found to significantly inhibit cell growth as well as to induce cell differentiation in about half of primary AML blasts samples independent of leukemia subtype. Notably and in comparison to ATRA/AZA/PGZ triple-treatment, effects on cell growth and myeloid differentiation with ATRA monotherapy was much less efficient. Morphological signs of myeloid cell differentiation were further confirmed on a functional basis by demonstrating increased production of reactive oxygen species as well as enhanced phagocytic activity in AML blasts treated with ATRA/AZA/PGZ. In conclusion, we show that biomodulatory treatment with ATRA/AZA/PGZ can induce phenotypical and functional differentiation of primary AML blasts into neutrophil like cells, which aside from its antileukemic activity may lower neutropenia associated infection rates in elderly AML patients in vivo. Clinical impact of the ATRA/AZA/PGZ treatment regimen is currently further investigated in a randomized clinical trial in chemorefractory AML patients (NCT02942758).
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Affiliation(s)
- Sebastian Klobuch
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Tim Steinberg
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Emanuele Bruni
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Carina Mirbeth
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany.,Regensburg Center for Interventional Immunology, University Hospital Regensburg, Regensburg, Germany
| | - Bernhard Heilmeier
- Department of Oncology and Hematology, Hospital Barmherzige Brueder, Regensburg, Germany
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Wolfgang Herr
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany.,Regensburg Center for Interventional Immunology, University Hospital Regensburg, Regensburg, Germany
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Simone Thomas
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany.,Regensburg Center for Interventional Immunology, University Hospital Regensburg, Regensburg, Germany
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23
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Bruni E, Reichle A, Scimeca M, Bonanno E, Ghibelli L. Lowering Etoposide Doses Shifts Cell Demise From Caspase-Dependent to Differentiation and Caspase-3-Independent Apoptosis via DNA Damage Response, Inducing AML Culture Extinction. Front Pharmacol 2018; 9:1307. [PMID: 30483138 PMCID: PMC6243040 DOI: 10.3389/fphar.2018.01307] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 10/25/2018] [Indexed: 12/28/2022] Open
Abstract
Cytotoxic chemotherapy, still the most widely adopted anticancer treatment, aims at eliminating cancer cells inducing apoptosis with DNA damaging agents, exploiting the differential replication rate of cancer vs. normal cells; efficiency is evaluated in terms of extent of induced apoptosis, which depends on the individual cell sensitivity to a given drug, and on the dose. In this in vitro study, we report that the concentration of etoposide, a topoisomerase II poison widely used in clinics, determines both the kinetics of cell death, and the type of apoptosis induced. We observed that on a set of myeloid leukemia cell lines, etoposide at high (50 uM) dose promoted a rapid caspase-3-mediated apoptosis, whereas at low (0.5 uM) dose, it induced morphological and functional granulocytic differentiation and caspase-2-dependent, but caspase-3-independent, cell death, displaying features consistent with apoptosis. Both differentiation and caspase-2- (but not 3)-mediated apoptosis were contrasted by caffeine, a well-known inhibitor of the cellular DNA damage response (DDR), which maintained cell viability and cycling, indicating that the effects of low etoposide dose are not the immediate consequence of damage, but the result of a signaling pathway. DDR may be thus the mediator responsible for translating a mere dosage-effect into different signal transduction pathways, highlighting a strategic action in regulating timing and mode of cell death according to the severity of induced damage. The evidence of different molecular pathways induced by high vs. low drug doses may possibly contribute to explain the different effects of cytotoxic vs. metronomic therapy, the latter achieving durable clinical responses by treating cancer patients with stable, low doses of otherwise canonical cytotoxic drugs; intriguingly caspase-3, a major promoter of wounded tissue regeneration, is also a key factor of post-therapy cancer repopulation. All this suggests that cancer control in response to cytotoxic drugs arises from complex reprogramming mechanisms in tumor tissue, recently described as anakoinosis.
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Affiliation(s)
- Emanuele Bruni
- Department of Biology, University of Rome "Tor Vergata,", Rome, Italy
| | - Albrecht Reichle
- Department of Internal Medicine III, Haematology and Oncology, University Hospital of Regensburg, Regensburg, Germany
| | - Manuel Scimeca
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Elena Bonanno
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy.,Diagnostica Medica and Villa dei Platani, Avellino, Italy
| | - Lina Ghibelli
- Department of Biology, University of Rome "Tor Vergata,", Rome, Italy
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24
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Heudobler D, Rechenmacher M, Lüke F, Vogelhuber M, Pukrop T, Herr W, Ghibelli L, Gerner C, Reichle A. Peroxisome Proliferator-Activated Receptors (PPAR)γ Agonists as Master Modulators of Tumor Tissue. Int J Mol Sci 2018; 19:ijms19113540. [PMID: 30424016 PMCID: PMC6274845 DOI: 10.3390/ijms19113540] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 10/27/2018] [Accepted: 11/06/2018] [Indexed: 02/08/2023] Open
Abstract
In most clinical trials, thiazolidinediones do not show any relevant anti-cancer activity when used as mono-therapy. Clinical inefficacy contrasts ambiguous pre-clinical data either favoring anti-tumor activity or tumor promotion. However, if thiazolidinediones are combined with additional regulatory active drugs, so-called ‘master modulators’ of tumors, i.e., transcriptional modulators, metronomic low-dose chemotherapy, epigenetically modifying agents, protein binding pro-anakoinotic drugs, such as COX-2 inhibitors, IMiDs, etc., the results indicate clinically relevant communicative reprogramming of tumor tissues, i.e., anakoinosis, meaning ‘communication’ in ancient Greek. The concerted activity of master modulators may multifaceted diversify palliative care or even induce continuous complete remission in refractory metastatic tumor disease and hematologic neoplasia by establishing novel communicative behavior of tumor tissue, the hosting organ, and organism. Re-modulation of gene expression, for example, the up-regulation of tumor suppressor genes, may recover differentiation, apoptosis competence, and leads to cancer control—in contrast to an immediate, ‘poisoning’ with maximal tolerable doses of targeted/cytotoxic therapies. The key for uncovering the therapeutic potential of Peroxisome proliferator-activated receptor γ (PPARγ) agonists is selecting the appropriate combination of master modulators for inducing anakoinosis: Now, anakoinosis is trend setting by establishing a novel therapeutic pillar while overcoming classic obstacles of targeted therapies, such as therapy resistance and (molecular-)genetic tumor heterogeneity.
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Affiliation(s)
- Daniel Heudobler
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
| | - Michael Rechenmacher
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
| | - Florian Lüke
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
| | - Martin Vogelhuber
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
| | - Tobias Pukrop
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
| | - Wolfgang Herr
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
| | - Lina Ghibelli
- Department Biology, Universita' di Roma Tor Vergata, 00173 Rome, Italy.
| | - Christopher Gerner
- Institut for Analytical Chemistry, Faculty Chemistry, University Vienna, Vienna A-1090, Austria.
| | - Albrecht Reichle
- Department of Internal Medicine III, University Hospital Regensburg, Hematology and Oncology, 93042 Regensburg, Germany.
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25
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Caputo F, Giovanetti A, Corsi F, Maresca V, Briganti S, Licoccia S, Traversa E, Ghibelli L. Cerium Oxide Nanoparticles Re-establish Cell Integrity Checkpoints and Apoptosis Competence in Irradiated HaCat Cells via Novel Redox-Independent Activity. Front Pharmacol 2018; 9:1183. [PMID: 30459604 PMCID: PMC6232693 DOI: 10.3389/fphar.2018.01183] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 09/28/2018] [Indexed: 12/11/2022] Open
Abstract
Cerium oxide nanoparticles (CNPs) are potent radical scavengers protecting cells from oxidative insults, including ionizing radiation. Here we show that CNPs prevent X-ray-induced oxidative imbalance reducing DNA breaks on HaCat keratinocytes, nearly abating mutagenesis. At the same time, and in spite of the reduced damage, CNPs strengthen radiation-induced cell cycle arrest and apoptosis outcome, dropping colony formation; notably, CNPs do not possess any intrinsic toxicity toward non-irradiated HaCat, indicating that they act on damaged cells. Thus CNPs, while exerting their antioxidant action, also reinforce the stringency of damage-induced cell integrity checkpoints, promoting elimination of the “tolerant” cells, being in fact radio-sensitizers. These two contrasting pathways are mediated by different activities of CNPs: indeed Sm-doped CNPs, which lack the Ce3+/Ce4+ redox switch and the correlated antioxidant action, fail to decrease radiation-induced superoxide formation, as expected, but surprisingly maintain the radio-sensitizing ability and the dramatic decrease of mutagenesis. The latter is thus attributable to elimination of damaged cells rather than decreased oxidative damage. This highlights a novel redox-independent activity of CNPs, allowing selectively eliminating heavily damaged cells through non-toxic mechanisms, rather reactivating endogenous anticancer pathways in transformed cells.
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Affiliation(s)
- Fanny Caputo
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy.,Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | | | - Francesca Corsi
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy
| | | | | | - Silvia Licoccia
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy
| | - Enrico Traversa
- School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu, China
| | - Lina Ghibelli
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy
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26
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Corsi F, Caputo F, Traversa E, Ghibelli L. Not Only Redox: The Multifaceted Activity of Cerium Oxide Nanoparticles in Cancer Prevention and Therapy. Front Oncol 2018; 8:309. [PMID: 30155442 PMCID: PMC6103310 DOI: 10.3389/fonc.2018.00309] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 07/23/2018] [Indexed: 11/28/2022] Open
Abstract
Much information is accumulating on the effect of cerium oxide nanoparticles (CNPs) as cell-protective agents, reducing oxidative stress through their unique ability of scavenging noxious reactive oxygen species via an energy-free, auto-regenerative redox cycle, where superoxides and peroxides are sequentially reduced exploiting the double valence (Ce3+/Ce4+) on nanoparticle surface. In vitro and in vivo studies consistently report that CNPs are responsible for attenuating and preventing almost any oxidative damage and pathology. Particularly, CNPs were found to exert strong anticancer activities, helping correcting the aberrant homeostasis of cancer microenvironment, normalizing stroma-epithelial communication, contrasting angiogenesis, and strengthening the immune response, leading to reduction of tumor mass in vivo. Since these homeostatic alterations are of an oxidative nature, their relief is generally attributed to CNPs redox activity. Other studies however reported that CNPs exert selective cytotoxic activity against cancer cells and sensitize cancer cells to chemotherapy- and radiotherapy-induced apoptosis: such effects are hardly the result of antioxidant activity, suggesting that CNPs exert such important anticancer effects through additional, non-redox mechanisms. Indeed, using Sm-doped CNPs devoid of redox activity, we could recently demonstrate that the radio-sensitizing effect of CNPs on human keratinocytes is independent from the redox switch. Mechanisms involving particle dissolution with release of toxic Ce4+ atoms, or differential inhibition of the catalase vs. SOD-mimetic activity with accumulation of H2O2 have been proposed, explaining such intriguing findings only partially. Much effort is urgently required to address the unconventional mechanisms of the non-redox bioactivity of CNPs, which may provide unexpected medicinal tools against cancer.
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Affiliation(s)
- Francesca Corsi
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy
| | - Fanny Caputo
- Department of Chemical Science and Technologies, University of Rome Tor Vergata, Rome, Italy.,Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Enrico Traversa
- School of Materials and Energy, University of Electronic Science and Technology of China, Sichuan, China
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
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27
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Gliga AR, Edoff K, Caputo F, Källman T, Blom H, Karlsson HL, Ghibelli L, Traversa E, Ceccatelli S, Fadeel B. Cerium oxide nanoparticles inhibit differentiation of neural stem cells. Sci Rep 2017; 7:9284. [PMID: 28839176 PMCID: PMC5570910 DOI: 10.1038/s41598-017-09430-8] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Accepted: 07/26/2017] [Indexed: 12/02/2022] Open
Abstract
Cerium oxide nanoparticles (nanoceria) display antioxidant properties and have shown cytoprotective effects both in vitro and in vivo. Here, we explored the effects of nanoceria on neural progenitor cells using the C17.2 murine cell line as a model. First, we assessed the effects of nanoceria versus samarium (Sm) doped nanoceria on cell viability in the presence of the prooxidant, DMNQ. Both particles were taken up by cells and nanoceria, but not Sm-doped nanoceria, elicited a temporary cytoprotective effect upon exposure to DMNQ. Next, we employed RNA sequencing to explore the transcriptional responses induced by nanoceria or Sm-doped nanoceria during neuronal differentiation. Detailed computational analyses showed that nanoceria altered pathways and networks relevant for neuronal development, leading us to hypothesize that nanoceria inhibits neuronal differentiation, and that nanoceria and Sm-doped nanoceria both interfere with cytoskeletal organization. We confirmed that nanoceria reduced neuron specific β3-tubulin expression, a marker of neuronal differentiation, and GFAP, a neuroglial marker. Furthermore, using super-resolution microscopy approaches, we could show that both particles interfered with cytoskeletal organization and altered the structure of neural growth cones. Taken together, these results reveal that nanoceria may impact on neuronal differentiation, suggesting that nanoceria could pose a developmental neurotoxicity hazard.
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Affiliation(s)
- Anda R Gliga
- Division of Molecular Toxicology, Karolinska Institutet, Stockholm, Sweden
- Division of Biochemical Toxicology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Karin Edoff
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Fanny Caputo
- Department of Biology, University of Rome 'Tor Vergata', Rome, Italy
- Department of Chemical Science and Technology, University of Rome 'Tor Vergata', Rome, Italy
| | - Thomas Källman
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
- Bioinformatics Infrastructure for Life Sciences, Uppsala University, Uppsala, Sweden
| | - Hans Blom
- Science for Life Laboratory, Royal Institute of Technology, Solna, Sweden
| | - Hanna L Karlsson
- Division of Biochemical Toxicology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Lina Ghibelli
- Department of Biology, University of Rome 'Tor Vergata', Rome, Italy
| | - Enrico Traversa
- Department of Chemical Science and Technology, University of Rome 'Tor Vergata', Rome, Italy
- International Research Center for Renewable Energy, Xi'an Jiaotong University, Xi'an, China
| | - Sandra Ceccatelli
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Bengt Fadeel
- Division of Molecular Toxicology, Karolinska Institutet, Stockholm, Sweden.
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Caputo F, Mameli M, Sienkiewicz A, Licoccia S, Stellacci F, Ghibelli L, Traversa E. A novel synthetic approach of cerium oxide nanoparticles with improved biomedical activity. Sci Rep 2017; 7:4636. [PMID: 28680107 PMCID: PMC5498533 DOI: 10.1038/s41598-017-04098-6] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 04/25/2017] [Indexed: 12/19/2022] Open
Abstract
Cerium oxide nanoparticles (CNPs) are novel synthetic antioxidant agents proposed for treating oxidative stress-related diseases. The synthesis of high-quality CNPs for biomedical applications remains a challenging task. A major concern for a safe use of CNPs as pharmacological agents is their tendency to agglomerate. Herein we present a simple direct precipitation approach, exploiting ethylene glycol as synthesis co-factor, to synthesize at room temperature nanocrystalline sub-10 nm CNPs, followed by a surface silanization approach to improve nanoparticle dispersibility in biological fluids. CNPs were characterized using transmission electron microscopy (TEM) observations, X-ray diffraction (XRD) analysis, thermogravimetric analysis (TGA), Fourier-transform infrared (FT-IR) spectroscopy, proton nuclear magnetic resonance (1H-NMR) spectroscopy, dynamic light scattering (DLS) and zeta potential measurements. CNP redox activity was studied in abiotic systems using electron spin resonance (ESR) measurements, and in vitro on human cell models. In-situ silanization improved CNP colloidal stability, in comparison with non-functionalized particles, and allowed at the same time improving their original biological activity, yielding thus functionalized CNPs suitable for biomedical applications.
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Affiliation(s)
- Fanny Caputo
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma Tor Vergata, 00133, Roma, Italy
- Dipartimento di Biologia, Università di Roma Tor Vergata, 00133, Roma, Italy
| | - Marta Mameli
- Institute of Materials, École Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland
| | - Andrzej Sienkiewicz
- Institute of Physics, École Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland
| | - Silvia Licoccia
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma Tor Vergata, 00133, Roma, Italy
| | - Francesco Stellacci
- Institute of Materials, École Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland
| | - Lina Ghibelli
- Dipartimento di Biologia, Università di Roma Tor Vergata, 00133, Roma, Italy
| | - Enrico Traversa
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma Tor Vergata, 00133, Roma, Italy.
- International Research Center for Renewable Energy, Xi'an Jiaotong University, 710049, Xi'an, Shaanxi, China.
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De Nicola M, Bruni E, Traversa E, Ghibelli L. Slow release of etoposide from dextran conjugation shifts etoposide activity from cytotoxicity to differentiation: A promising tool for dosage control in anticancer metronomic therapy. Nanomedicine 2017; 13:2005-2014. [PMID: 28535989 DOI: 10.1016/j.nano.2017.05.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 03/30/2017] [Accepted: 05/08/2017] [Indexed: 11/27/2022]
Abstract
Drug conjugation, improving drug stability, solubility and body permanence, allows achieving impressive results in tumor control. Here, we show that conjugation may provide a straightforward method to administer drugs by the emerging anticancer metronomic approach, presently consisting of low, repeated doses of cytotoxic drugs used in traditional chemotherapy, thus reducing toxicity without reducing efficiency; however, low dose maintenance in tumor sites is difficult. We show that conjugating the antitumor drug etoposide to dextran via pH-sensitive bond produces slow releasing, apoptosis-proficient conjugates rapidly internalized into acidic lysosomes; importantly, release of active etoposide requires cell internalization and acidic pH. Conjugation, without impairing etoposide-induced complete elimination of tumor cells, shifted the mode of apoptosis from cytotoxicity- to differentiation-related; interestingly, high conjugate doses acted as low doses of free etoposide, thus mimicking the effect of metronomic therapy. This indicates slow release as a promising novel strategy for stabilizing low drug levels in metronomic regimens.
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Affiliation(s)
- Milena De Nicola
- Dipartimento di Biologia, Università di Roma Tor Vergata, Roma, Italy; Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma Tor Vergata, Roma, Italy.
| | - Emanuele Bruni
- Dipartimento di Biologia, Università di Roma Tor Vergata, Roma, Italy.
| | - Enrico Traversa
- Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma Tor Vergata, Roma, Italy; International Research Center for Renewable Energy (IRCRE), Xi'an Jiaotong University, Xi'an, Shaanxi, China.
| | - Lina Ghibelli
- Dipartimento di Biologia, Università di Roma Tor Vergata, Roma, Italy.
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Caputo F, De Nicola M, Sienkiewicz A, Giovanetti A, Bejarano I, Licoccia S, Traversa E, Ghibelli L. Cerium oxide nanoparticles, combining antioxidant and UV shielding properties, prevent UV-induced cell damage and mutagenesis. Nanoscale 2015; 7:15643-56. [PMID: 26349675 DOI: 10.1039/c5nr03767k] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Efficient inorganic UV shields, mostly based on refracting TiO2 particles, have dramatically changed the sun exposure habits. Unfortunately, health concerns have emerged from the pro-oxidant photocatalytic effect of UV-irradiated TiO2, which mediates toxic effects on cells. Therefore, improvements in cosmetic solar shield technology are a strong priority. CeO2 nanoparticles are not only UV refractors but also potent biological antioxidants due to the surface 3+/4+ valency switch, which confers anti-inflammatory, anti-ageing and therapeutic properties. Herein, UV irradiation protocols were set up, allowing selective study of the extra-shielding effects of CeO2vs. TiO2 nanoparticles on reporter cells. TiO2 irradiated with UV (especially UVA) exerted strong photocatalytic effects, superimposing their pro-oxidant, cell-damaging and mutagenic action when induced by UV, thereby worsening the UV toxicity. On the contrary, irradiated CeO2 nanoparticles, via their Ce(3+)/Ce(4+) redox couple, exerted impressive protection on UV-treated cells, by buffering oxidation, preserving viability and proliferation, reducing DNA damage and accelerating repair; strikingly, they almost eliminated mutagenesis, thus acting as an important tool to prevent skin cancer. Interestingly, CeO2 nanoparticles also protect cells from the damage induced by irradiated TiO2, suggesting that these two particles may also complement their effects in solar lotions. CeO2 nanoparticles, which intrinsically couple UV shielding with biological and genetic protection, appear to be ideal candidates for next-generation sun shields.
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Affiliation(s)
- Fanny Caputo
- Dipartimento di Biologia, Università di Roma Tor Vergata, Roma, Italy.
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31
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Citterio B, Albertini MC, Ghibelli L, Falcieri E, Battistelli M, Canonico B, Rocchi MBL, Teodori L, Ciani M, Piatti E. Multiparameter analysis of apoptosis in puromycin-treated Saccharomyces cerevisiae. Arch Microbiol 2015; 197:773-80. [PMID: 25868793 DOI: 10.1007/s00203-015-1110-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Revised: 04/01/2015] [Accepted: 04/02/2015] [Indexed: 01/07/2023]
Abstract
In Saccharomyces cerevisiae, a typical apoptotic phenotype is induced by some stress factors such as sugars, acetic acid, hydrogen peroxide, aspirin and age. Nevertheless, no data have been reported for apoptosis induced by puromycin, a damaging agent known to induce apoptosis in mammalian cells. We treated S. cerevisiae with puromycin to induce apoptosis and evaluated the percentage of dead cells by using Hoechst 33342 staining, transmission electron microscopy (TEM) and Annexin V flow cytometry (FC) analysis. Hoechst 33342 fluorescence images were processed to acquire parameters to use for multiparameter analysis [and perform a principal component analysis, (PCA)]. Cell viability was evaluated by Rhodamine 123 (Rh 123) and Acridine Orange microscope fluorescence staining. The results show puromycin-induced apoptosis in S. cerevisiae, and the PCA analysis indicated that the increasing percentage of apoptotic cells delineated a well-defined graph profile. The results were supported by TEM and FC. This study gives new insights into yeast apoptosis using puromycin as inducer agent, and PCA analysis may complement molecular analysis facilitating further studies to its detection.
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Affiliation(s)
- Barbara Citterio
- Department of Biomolecular Sciences, University of Urbino "Carlo Bo", Urbino, Italy
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32
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Walkey C, Das S, Seal S, Erlichman J, Heckman K, Ghibelli L, Traversa E, McGinnis JF, Self WT. Catalytic Properties and Biomedical Applications of Cerium Oxide Nanoparticles. Environ Sci Nano 2015; 2:33-53. [PMID: 26207185 PMCID: PMC4508017 DOI: 10.1039/c4en00138a] [Citation(s) in RCA: 190] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Cerium oxide nanoparticles (Nanoceria) have shown promise as catalytic antioxidants in the test tube, cell culture models and animal models of disease. However given the reactivity that is well established at the surface of these nanoparticles, the biological utilization of Nanoceria as a therapeutic still poses many challenges. Moreover the form that these particles take in a biological environment, such as the changes that can occur due to a protein corona, are not well established. This review aims to summarize the existing literature on biological use of Nanoceria, and to raise questions about what further study is needed to apply this interesting catalytic material to biomedical applications. These questions include: 1) How does preparation, exposure dose, route and experimental model influence the reported effects of Nanoceria in animal studies? 2) What are the considerations to develop Nanoceria as a therapeutic agent in regards to these parameters? 3) What biological targets of reactive oxygen species (ROS) and reactive nitrogen species (RNS) are relevant to this targeting, and how do these properties also influence the safety of these nanomaterials?
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Affiliation(s)
- Carl Walkey
- Integrated Nanotechnology and Biomedical Sciences Laboratory, Terrence Donnelly Building, University of Toronto, 160 College St., Toronto, ON M5S 3G9, Canada
| | - Soumen Das
- Advanced Materials Processing and Analysis Centre, Nanoscience Technology Center, University of Central Florida, Orlando, FL, US
| | - Sudipta Seal
- Advanced Materials Processing and Analysis Centre, Nanoscience Technology Center, University of Central Florida, Orlando, FL, US
| | - Joseph Erlichman
- Department of Biology, St. Lawrence University, Johnson Hall of Science, 23 Romoda Drive, Canton, NY 13617
| | - Karin Heckman
- Department of Biology, St. Lawrence University, Johnson Hall of Science, 23 Romoda Drive, Canton, NY 13617
| | - Lina Ghibelli
- Department of Biology, Università di Roma Tor Vergata, Via della Ricerca Scientifica, 00133 Roma, Italy
| | - Enrico Traversa
- King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
| | - James F McGinnis
- Dean A. McGee Eye Institute, Department of Ophthalmology, 608 Stanton L. Young, Blvd., Oklahoma City, OK 73126
| | - William T Self
- Burnett School of Biomedical Science, College of Medicine, University of Central Florida, Orlando, Florida 32816
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Affiliation(s)
- Milena De Nicola
- Dipartimento di Biologia, Universita' di Roma Tor Vergata Roma, Italy ; Dipartimento di Scienze e Tecnologie Chimiche, Universita' di Roma Tor Vergata Roma, Italy
| | - Lina Ghibelli
- Dipartimento di Biologia, Universita' di Roma Tor Vergata Roma, Italy
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Caputo F, De Nicola M, Ghibelli L. Pharmacological potential of bioactive engineered nanomaterials. Biochem Pharmacol 2014; 92:112-30. [DOI: 10.1016/j.bcp.2014.08.015] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Revised: 08/14/2014] [Accepted: 08/15/2014] [Indexed: 01/17/2023]
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35
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Caputo F, Vegliante R, Ghibelli L. Redox modulation of the DNA damage response. Biochem Pharmacol 2012; 84:1292-306. [PMID: 22846600 DOI: 10.1016/j.bcp.2012.07.022] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2012] [Revised: 07/18/2012] [Accepted: 07/19/2012] [Indexed: 01/09/2023]
Abstract
Lesions to DNA trigger the DNA-damage response (DDR), a complex, multi-branched cell-intrinsic process targeted to DNA repair, or elimination of the damaged cells by apoptosis. DDR aims at reducing permanence of mutated cells, decreasing the risk of tumor development: the more stringent the response, the lower the likelihood that sub-lethally damaged, unrepaired cells survive and proliferate. Accordingly, leakage often occurs in tumor cells with compromised DDR, accumulating mutations and accelerating tumor progression. Oxidations mediate DNA damage upon different insults such as UV, X and γ radiation, pollutants, poisons, or endogenous disequilibria, producing different types of lesions that trigger DDR, which can be alleviated by antioxidants. But reactive oxygen species (ROS), and the enzymes involved in their production or scavenging, also participate in DDR signaling, modulating the activity of key enzymes, and regulating the stringency of DDR. Accordingly, antioxidant enzymes such as superoxide dismutase play intimate and complex roles in tumor development, exceeding the basal roles of preventing the initial DNA damage. Likewise, it is emerging that dietary antioxidants help controlling tumor onset and progression by preventing DNA damage and by acting on cell cycle checkpoints, opening a novel and promising frontier to anticancer therapy.
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Affiliation(s)
- Fanny Caputo
- Dipartimento di Scienze e Tecnologie Chimiche, Universita' di Roma Tor Vergata, Roma, Italy
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Celardo I, De Nicola M, Mandoli C, Pedersen JZ, Traversa E, Ghibelli L. Ce³+ ions determine redox-dependent anti-apoptotic effect of cerium oxide nanoparticles. ACS Nano 2011; 5:4537-49. [PMID: 21612305 DOI: 10.1021/nn200126a] [Citation(s) in RCA: 240] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Antioxidant therapy is the novel frontier to prevent and treat an impressive series of severe human diseases, and the search for adequate antioxidant drugs is fervent. Cerium oxide nanoparticles (nanoceria) are redox-active owing to the coexistence of Ce(3+) and Ce(4+) oxidation states and to the fact that Ce(3+) defects, and the compensating oxygen vacancies, are more abundant at the surface. Nanoceria particles exert outstanding antioxidant effects in vivo acting as well-tolerated anti-age and anti-inflammatory agents, potentially being innovative therapeutic tools. However, the biological antioxidant mechanisms are still unclear. Here, the analysis on two leukocyte cell lines undergoing apoptosis via redox-dependent or independent mechanisms revealed that the intracellular antioxidant effect is the direct cause of the anti-apoptotic and prosurvival effects of nanoceria. Doping with increasing concentrations of Sm(3+), which progressively decreased Ce(3+) without affecting oxygen vacancies, blunted these effects, demonstrating that Ce(3+)/Ce(4+) redox reactions are responsible for the outstanding biological properties of nanoceria.
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Affiliation(s)
- Ivana Celardo
- Department of Biology, University of Roma "Tor Vergata", Rome, Italy
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Abstract
Nanotechnology promises a revolution in pharmacology to improve or create ex novo therapies. Cerium oxide nanoparticles (nanoceria), well-known as catalysts, possess an astonishing pharmacological potential due to their antioxidant properties, deriving from a fraction of Ce(3+) ions present in CeO(2). These defects, compensated by oxygen vacancies, are enriched at the surface and therefore in nanosized particles. Reactions involving redox cycles between the Ce(3+) and Ce(4+) oxidation states allow nanoceria to react catalytically with superoxide and hydrogen peroxide, mimicking the behavior of two key antioxidant enzymes, superoxide dismutase and catalase, potentially abating all noxious intracellular reactive oxygen species (ROS) via a self-regenerating mechanism. Hence nanoceria, apparently well tolerated by the organism, might fight chronic inflammation and the pathologies associated with oxidative stress, which include cancer and neurodegeneration. Here we review the biological effects of nanoceria as they emerge from in vitro and in vivo studies, considering biocompatibility and the peculiar antioxidant mechanisms.
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Affiliation(s)
- Ivana Celardo
- Dipartimento di Biologia, Università di Roma Tor Vergata, Via della Ricerca Scientifica 1, 00133, Rome, Italy
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38
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Celardo I, Traversa E, Ghibelli L. Cerium oxide nanoparticles: a promise for applications in therapy. J Exp Ther Oncol 2011; 9:47-51. [PMID: 21275265] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
In the last years, increasing biological interest is emerging for nanotechnology that can improve pharmacological treatments, by using nanomaterials. In particular, cerium oxide nanoparticles, considered one of the most interesting nanomaterials for their catalytic properties, show a promise for application in therapy. Due to the presence of oxygen vacancies on its surface and autoregenerative cycle of its two oxidation states, Ce3+ and Ce4+, nanoceria can be used as an antioxidant agent. Because many disorders are associated with oxidative stress and inflammation, cerium oxide nanoparticles may be a tool for the treatment of these pathologies. In this review we analyze the opinions, sometimes conflicting, of the scientific community about nanoceria, together with its capability to protect from various damages that induce cells to death, and to reduce oxidative stress, associated with a consequent reduction of inflammation.
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Affiliation(s)
- Ivana Celardo
- Department of Biology, University of Rome "Tor Vergata", Rome, Italy.
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Cerella C, Cordisco S, Albertini MC, Accorsi A, Diederich M, Ghibelli L. Magnetic fields promote a pro-survival non-capacitative Ca2+ entry via phospholipase C signaling. Int J Biochem Cell Biol 2010; 43:393-400. [PMID: 21095240 DOI: 10.1016/j.biocel.2010.11.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2010] [Revised: 11/04/2010] [Accepted: 11/15/2010] [Indexed: 11/28/2022]
Abstract
The ability of magnetic fields (MFs) to promote/increase Ca(2+) influx into cells is widely recognized, but the underlying mechanisms remain obscure. Here we analyze how static MFs of 6 mT modulates thapsigargin-induced Ca(2+) movements in non-excitable U937 monocytes, and how this relates to the anti-apoptotic effect of MFs. Magnetic fields do not affect thapsigargin-induced Ca(2+) mobilization from endoplasmic reticulum, but significantly increase the resulting Ca(2+) influx; this increase requires intracellular signal transduction actors including G protein, phospholipase C, diacylglycerol lipase and nitric oxide synthase, and behaves as a non-capacitative Ca(2+) entry (NCCE), a type of influx with an inherent signaling function, rather than a capacitative Ca(2+) entry (CCE). All treatments abrogating the extra Ca(2+) influx also abrogate the anti-apoptotic effect of MFs, demonstrating that MF-induced NCCE elicits an anti-apoptotic survival pathway.
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Affiliation(s)
- Claudia Cerella
- Dipartimento di Biologia, Universita' degli Studi di Roma Tor Vergata, Via della Ricerca Scientifica snc, 00133 Roma, Italy
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Abstract
Bax is a pro-apoptotic protein allowing apoptosis to occur through the intrinsic, damage-induced pathway, and amplifying that one occurring via the extrinsic, receptor mediated pathway. Bax is present in viable cells and activated by pro-apoptotic stimuli. Activation implies structural changes, consisting of exposure of the N terminus and hydrophobic domains; changes in localization, consisting in migration from cytosol to mitochondria and endoplasmic reticulum membranes; changes in the aggregation status, from monomer to dimer and multimer. Bax has multiple critical domains, namely the N terminus exposed after activation; two hydrophobic stretches exposed for membrane anchorage; two reactive cysteines allowing multimerization; the BH3 domain for interactions with the Bcl-2 family members; alpha helix 1 for t-Bid interaction. Bax has also multiple functions: it releases different mitochondrial factors such as cytochrome c, SMAC/diablo; it regulates mitochondrial fission, the mitochondrial permeability transition pore; it promotes Ca(2+) leakage through ER membrane. Altogether, Bax activation is a complex multi-step phenomenon. Here, we analyze these events as logically separable or alternative steps, attempting to assess their role, timing and reciprocal relation.
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Affiliation(s)
- Lina Ghibelli
- Dipartimento di Biologia, Universita' di Roma Tor Vergata, Via della Ricerca Scientifica, I-00133 Rome, Italy.
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Radogna F, Diederich M, Ghibelli L. Melatonin: a pleiotropic molecule regulating inflammation. Biochem Pharmacol 2010; 80:1844-52. [PMID: 20696138 DOI: 10.1016/j.bcp.2010.07.041] [Citation(s) in RCA: 246] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2010] [Revised: 07/22/2010] [Accepted: 07/27/2010] [Indexed: 02/07/2023]
Abstract
Melatonin is a neurohormone produced by the pineal gland that regulates sleep and circadian functions. Melatonin also regulates inflammatory and immune processes acting as both an activator and inhibitor of these responses. Melatonin demonstrates endocrine, but also paracrine and autocrine effects in the leukocyte compartment: on one side, leukocytes respond to melatonin in a circadian fashion; on the other side, leukocytes are able to synthesize melatonin by themselves. With its endocrine and paracrine effects, melatonin differentially modulates pro-inflammatory enzymes, controls production of inflammatory mediators such as cytokines and leukotrienes and regulates the lifespan of leukocytes by interfering with apoptotic processes. Moreover, its potent antioxidant ability allows scavenging of oxidative stress in the inflamed tissues. The interesting timing of pro- and anti-inflammatory effects, such as those affecting lipoxygenase activity, suggests that melatonin might promote early phases of inflammation on one hand and contribute to its attenuation on the other hand, in order to avoid complications of chronic inflammation. This review aims at giving a comprehensive overview of the various inflammatory pathways regulated by this pleiotropic hormone.
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Affiliation(s)
- Flavia Radogna
- Dipartimento di Biologia, Universita' di Roma Tor Vergata, Italy
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Abstract
The mechanisms of cell killing by oxidative stress, in particular by hydrogen peroxide, are not yet well clarified. Here, we show that during recovery after H(2)O(2) treatment, apoptosis occurs in two different waves, peaking at 8 h (early) and 18 h (late) of recovery from oxidative stress. The two peaks are differentially modulated by a set of inhibitors of metabolic processes, which suggests that the first peak depends on DNA break formation, whereas the second may be correlated with H(2)O(2)-induced mitochondrial alterations.
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Paternoster L, Radogna F, Accorsi A, Cristina Albertini M, Gualandi G, Ghibelli L. Melatonin as a modulator of apoptosis in B-lymphoma cells. Ann N Y Acad Sci 2009; 1171:345-9. [PMID: 19723074 DOI: 10.1111/j.1749-6632.2009.04910.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Melatonin is considered a promising antitumor agent, promoting apoptosis in tumor cells and contrasting it in normal cells. The basis for this selectivity is presumed to be the ability of melatonin to stimulate reactive oxygen species (ROS) production in tumor cells. Here we investigate the effect of melatonin on three types of human lymphocytes: normal blood lymphocytes, BL41 Burkitt lymphoma, and the cognate Epstein-Barr virus (EBV)-converted E2r. We found that melatonin promotes ROS production in all these cells. Melatonin protects BL41 from apoptosis in the same manner as normal lymphocytes, whereas E2r are unaffected. These results show that ROS production is not limited to tumor lymphocytes nor it is involved in apoptosis promotion; that melatonin does not promote apoptosis in tumor lymphocytes, but EBV inhibits melatonin anti-apoptotic effects; and that the anti-apoptotic effect of melatonin does not depend on the well-known chemical antioxidant properties of melatonin.
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Affiliation(s)
- Laura Paternoster
- Dipartimento di Biologia, Università di Roma Tor Vergata, Roma, Italy
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44
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Cristofanon S, Uguccioni F, Cerella C, Radogna F, Dicato M, Ghibelli L, Diederich M. Intracellular prooxidant activity of melatonin induces a survival pathway involving NF-kappaB activation. Ann N Y Acad Sci 2009; 1171:472-8. [PMID: 19723091 DOI: 10.1111/j.1749-6632.2009.04896.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
We have shown that melatonin exerts a prooxidant activity in U937 cells, a tumor human promonocytic cell line. (1) Here we show that melatonin induces a strong canonical activation of NF-kappaB, inducing IkappaBalpha degradation and the consequential nuclear translocation of p50/p65 subunits. The timing of NF-kappaB activation overlaps with the timing of reactive oxygen species (ROS) production due to melatonin. Overexpression of dominant-negative IkappaB, which prevents a possible NF-kappaB activation, transformed melatonin in a proapoptotic molecule. These data indicate for the first time that melatonin can trigger NF-kappaB activation and might suggest a possible role for ROS induced by melatonin. Results indicate a possible involvement in the survival pathway of melatonin-generated ROS as secondary messengers.
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Affiliation(s)
- Silvia Cristofanon
- Laboratoire de Biologie Moléculaire et Cellulaire du Cancer, Fondation Recherche sur le Cancer et les Maladies du Sang, Hôpital Kirchberg, Luxembourg.
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45
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De Nicola M, Nuccitelli S, Gattia DM, Traversa E, Magrini A, Bergamaschi A, Ghibelli L. Effects of Carbon Nanotubes on Human Monocytes. Ann N Y Acad Sci 2009; 1171:600-5. [DOI: 10.1111/j.1749-6632.2009.04892.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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46
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Cerella C, D’Alessio M, Cristofanon S, De Nicola M, Radogna F, Dicato M, Diederich M, Ghibelli L. Subapoptogenic Oxidative Stress Strongly Increases the Activity of the Glycolytic Key Enzyme Glyceraldehyde 3-Phosphate Dehydrogenase. Ann N Y Acad Sci 2009; 1171:583-90. [DOI: 10.1111/j.1749-6632.2009.04723.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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47
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48
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Radogna F, Paternoster L, De Nicola M, Cerella C, Ammendola S, Bedini A, Tarzia G, Aquilano K, Ciriolo M, Ghibelli L. Rapid and transient stimulation of intracellular reactive oxygen species by melatonin in normal and tumor leukocytes. Toxicol Appl Pharmacol 2009; 239:37-45. [DOI: 10.1016/j.taap.2009.05.012] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2008] [Revised: 04/21/2009] [Accepted: 05/12/2009] [Indexed: 12/15/2022]
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49
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Radogna F, Sestili P, Martinelli C, Paolillo M, Paternoster L, Albertini M, Accorsi A, Gualandi G, Ghibelli L. Lipoxygenase-mediated pro-radical effect of melatonin via stimulation of arachidonic acid metabolism. Toxicol Appl Pharmacol 2009; 238:170-7. [DOI: 10.1016/j.taap.2009.05.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2008] [Revised: 04/21/2009] [Accepted: 05/12/2009] [Indexed: 12/15/2022]
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50
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Cristofanon S, Morceau F, Scovassi AI, Dicato M, Ghibelli L, Diederich M. Oxidative, multistep activation of the noncanonical NF-kappaB pathway via disulfide Bcl-3/p50 complex. FASEB J 2008; 23:45-57. [PMID: 18796561 DOI: 10.1096/fj.07-104109] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Buthionine sulfoximine (BSO) is a well-known inhibitor of glutathione synthesis, producing slow glutathione (GSH) depletion and oxidative stress; some "responder" cells avoid BSO-induced death by trans-activating the prosurvival protein Bcl-2. Here we show that BSO activates a noncanonical, inhibitory NF-kappaB- and p65-independent NF-kappaB pathway via a multistep process leading to the up-regulation of Bcl-2. The slow BSO-induced GSH depletion allows separation of two redox-related phases, namely, early thiol disequilibrium and late frank oxidative stress; each phase contributes to the progressive activation of a p50-p50 homodimer. The early phase, coinciding with substantial thiol depletion, produces a cytosolic preparative complex, consisting of p50 and its interactor Bcl-3 linked by interprotein disulfide bridges. The late phase, coinciding with reactive oxygen species production, is responsible, probably via p38 activation, for nuclear targeting of the complex and trans-activation of Bcl-2.
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Affiliation(s)
- Silvia Cristofanon
- Laboratoire de Biologie Moléculaire et Cellulaire du Cancer, Fondation Recherche sur le Cancer et les Maladies du Sang, Hôpital Kirchberg, Luxembourg
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