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Dursun G, Bijelić D, Ayşit N, Kurt Vatandaşlar B, Radenović L, Çapar A, Kerman BE, Andjus PR, Korenić A, Özkaya U. Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging. PLoS One 2023; 18:e0281236. [PMID: 36745648 PMCID: PMC9901747 DOI: 10.1371/journal.pone.0281236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 01/18/2023] [Indexed: 02/07/2023] Open
Abstract
Automated screening systems in conjunction with machine learning-based methods are becoming an essential part of the healthcare systems for assisting in disease diagnosis. Moreover, manually annotating data and hand-crafting features for training purposes are impractical and time-consuming. We propose a segmentation and classification-based approach for assembling an automated screening system for the analysis of calcium imaging. The method was developed and verified using the effects of disease IgGs (from Amyotrophic Lateral Sclerosis patients) on calcium (Ca2+) homeostasis. From 33 imaging videos we analyzed, 21 belonged to the disease and 12 to the control experimental groups. The method consists of three main steps: projection, segmentation, and classification. The entire Ca2+ time-lapse image recordings (videos) were projected into a single image using different projection methods. Segmentation was performed by using a multi-level thresholding (MLT) step and the Regions of Interest (ROIs) that encompassed cell somas were detected. A mean value of the pixels within these boundaries was collected at each time point to obtain the Ca2+ traces (time-series). Finally, a new matrix called feature image was generated from those traces and used for assessing the classification accuracy of various classifiers (control vs. disease). The mean value of the segmentation F-score for all the data was above 0.80 throughout the tested threshold levels for all projection methods, namely maximum intensity, standard deviation, and standard deviation with linear scaling projection. Although the classification accuracy reached up to 90.14%, interestingly, we observed that achieving better scores in segmentation results did not necessarily correspond to an increase in classification performance. Our method takes the advantage of the multi-level thresholding and of a classification procedure based on the feature images, thus it does not have to rely on hand-crafted training parameters of each event. It thus provides a semi-autonomous tool for assessing segmentation parameters which allows for the best classification accuracy.
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Affiliation(s)
- Gizem Dursun
- Electrical and Electronics Engineering Department, Süleyman Demirel University, Isparta, Turkey
| | - Dunja Bijelić
- Center for Laser Microscopy, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Neşe Ayşit
- Department of Medical Biology, Regenerative and Restorative Medicine Research Center (REMER), Research Institute for Health Sciences and Technologies (SABITA), School of Medicine, Istanbul Medipol University, Istanbul, Turkey
| | - Burcu Kurt Vatandaşlar
- Department of Medical Biology, Regenerative and Restorative Medicine Research Center (REMER), Research Institute for Health Sciences and Technologies (SABITA), School of Medicine, Istanbul Medipol University, Istanbul, Turkey
| | - Lidija Radenović
- Center for Laser Microscopy, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Abdulkerim Çapar
- Informatics Institute of İstanbul Technical University, İstanbul, Turkey
| | - Bilal Ersen Kerman
- Department of Medical Biology, Regenerative and Restorative Medicine Research Center (REMER), Research Institute for Health Sciences and Technologies (SABITA), School of Medicine, Istanbul Medipol University, Istanbul, Turkey
- Department of Histology and Embryology, School of Medicine, Istanbul Medipol University, Istanbul, Turkey
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Pavle R. Andjus
- Center for Laser Microscopy, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Andrej Korenić
- Center for Laser Microscopy, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Ufuk Özkaya
- Electrical and Electronics Engineering Department, Süleyman Demirel University, Isparta, Turkey
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Polgár TF, Meszlényi V, Nógrádi B, Körmöczy L, Spisák K, Tripolszki K, Széll M, Obál I, Engelhardt JI, Siklós L, Patai R. Passive Transfer of Blood Sera from ALS Patients with Identified Mutations Results in Elevated Motoneuronal Calcium Level and Loss of Motor Neurons in the Spinal Cord of Mice. Int J Mol Sci 2021; 22:ijms22189994. [PMID: 34576165 PMCID: PMC8470779 DOI: 10.3390/ijms22189994] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/09/2021] [Accepted: 09/13/2021] [Indexed: 02/08/2023] Open
Abstract
Introduction: Previously, we demonstrated the degeneration of axon terminals in mice after repeated injections of blood sera from amyotrophic lateral sclerosis (ALS) patients with identified mutations. However, whether a similar treatment affects the cell body of motor neurons (MNs) remained unresolved. Methods: Sera from healthy individuals or ALS patients with a mutation in different ALS-related genes were intraperitoneally injected into ten-week-old male Balb/c mice (n = 3/serum) for two days. Afterward, the perikaryal calcium level was measured using electron microscopy. Furthermore, the optical disector method was used to evaluate the number of lumbar MNs. Results: The cytoplasmic calcium level of the lumbar MNs of the ALS-serum-treated mice, compared to untreated and healthy-serum-treated controls, was significantly elevated. While injections of the healthy serum did not reduce the number of MNs compared to the untreated control group, ALS sera induced a remarkable loss of MNs. Discussion: Similarly to the distant motor axon terminals, the injection of blood sera of ALS patients has a rapid degenerative effect on MNs. Analogously, the magnitude of the evoked changes was specific to the type of mutation; furthermore, the degeneration was most pronounced in the group treated with sera from ALS patients with a mutation in the chromosome 9 open reading frame 72 gene.
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Affiliation(s)
- Tamás F. Polgár
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
- Theoretical Medicine Doctoral School, University of Szeged, 97 Tisza Lajos krt., 6722 Szeged, Hungary
| | - Valéria Meszlényi
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
- Albert Szent-Györgyi Health Centre, Department of Neurology, University of Szeged, 6 Semmelweis u., 6725 Szeged, Hungary; (I.O.); (J.I.E.)
| | - Bernát Nógrádi
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
- Albert Szent-Györgyi Health Centre, Department of Neurology, University of Szeged, 6 Semmelweis u., 6725 Szeged, Hungary; (I.O.); (J.I.E.)
| | - Laura Körmöczy
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
| | - Krisztina Spisák
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
| | - Kornélia Tripolszki
- Department of Medical Genetics, University of Szeged, 4/B Szőkefalvi-Nagy Béla u., 6720 Szeged, Hungary; (K.T.); (M.S.)
| | - Márta Széll
- Department of Medical Genetics, University of Szeged, 4/B Szőkefalvi-Nagy Béla u., 6720 Szeged, Hungary; (K.T.); (M.S.)
- Dermatological Research Group, Hungarian Academy of Sciences, University of Szeged, 4/B Szőkefalvi-Nagy Béla u., 6720 Szeged, Hungary
| | - Izabella Obál
- Albert Szent-Györgyi Health Centre, Department of Neurology, University of Szeged, 6 Semmelweis u., 6725 Szeged, Hungary; (I.O.); (J.I.E.)
- Department of Neurology, Aalborg University Hospital, 15 Skovvej Sdr., 9000 Aalborg, Denmark
| | - József I. Engelhardt
- Albert Szent-Györgyi Health Centre, Department of Neurology, University of Szeged, 6 Semmelweis u., 6725 Szeged, Hungary; (I.O.); (J.I.E.)
| | - László Siklós
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
- Correspondence: (L.S.); (R.P.); Tel.: +36-62-599-611 (L.S.); +36-62-599-600/431 (R.P.)
| | - Roland Patai
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., 6726 Szeged, Hungary; (T.F.P.); (V.M.); (B.N.); (L.K.); (K.S.)
- Correspondence: (L.S.); (R.P.); Tel.: +36-62-599-611 (L.S.); +36-62-599-600/431 (R.P.)
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De Marchi F, Munitic I, Amedei A, Berry JD, Feldman EL, Aronica E, Nardo G, Van Weehaeghe D, Niccolai E, Prtenjaca N, Sakowski SA, Bendotti C, Mazzini L. Interplay between immunity and amyotrophic lateral sclerosis: Clinical impact. Neurosci Biobehav Rev 2021; 127:958-978. [PMID: 34153344 PMCID: PMC8428677 DOI: 10.1016/j.neubiorev.2021.06.027] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 05/07/2021] [Accepted: 06/17/2021] [Indexed: 12/12/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a debilitating and rapidly fatal neurodegenerative disease. Despite decades of research and many new insights into disease biology over the 150 years since the disease was first described, causative pathogenic mechanisms in ALS remain poorly understood, especially in sporadic cases. Our understanding of the role of the immune system in ALS pathophysiology, however, is rapidly expanding. The aim of this manuscript is to summarize the recent advances regarding the immune system involvement in ALS, with particular attention to clinical translation. We focus on the potential pathophysiologic mechanism of the immune system in ALS, discussing local and systemic factors (blood, cerebrospinal fluid, and microbiota) that influence ALS onset and progression in animal models and people. We also explore the potential of Positron Emission Tomography to detect neuroinflammation in vivo, and discuss ongoing clinical trials of therapies targeting the immune system. With validation in human patients, new evidence in this emerging field will serve to identify novel therapeutic targets and provide realistic hope for personalized treatment strategies.
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Affiliation(s)
- Fabiola De Marchi
- Department of Neurology and ALS Centre, University of Piemonte Orientale, Maggiore Della Carità Hospital, Corso Mazzini 18, Novara, 28100, Italy
| | - Ivana Munitic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, R. Matejcic 2, 51000, Rijeka, Croatia
| | - Amedeo Amedei
- Department of Clinical and Experimental Medicine, University of Florence, Florence, Italy
| | - James D Berry
- Sean M. Healey & AMG Center for ALS, Department of Neurology, Massachusetts General Hospital, 165 Cambridge Street, Suite 600, Boston, MA, 02114, USA
| | - Eva L Feldman
- Department of Neurology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Eleonora Aronica
- Amsterdam UMC, University of Amsterdam, Department of (Neuro) Pathology, Amsterdam Neuroscience, Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, the Netherlands
| | - Giovanni Nardo
- Laboratory of Molecular Neurobiology, Department of Neuroscience, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milanm, 20156, Italy
| | - Donatienne Van Weehaeghe
- Division of Nuclear Medicine, Department of Imaging and Pathology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Elena Niccolai
- Department of Clinical and Experimental Medicine, University of Florence, Florence, Italy
| | - Nikolina Prtenjaca
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, R. Matejcic 2, 51000, Rijeka, Croatia
| | - Stacey A Sakowski
- Department of Neurology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Caterina Bendotti
- Laboratory of Molecular Neurobiology, Department of Neuroscience, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milanm, 20156, Italy
| | - Letizia Mazzini
- Department of Neurology and ALS Centre, University of Piemonte Orientale, Maggiore Della Carità Hospital, Corso Mazzini 18, Novara, 28100, Italy.
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Ng Kee Kwong KC, Mehta AR, Nedergaard M, Chandran S. Defining novel functions for cerebrospinal fluid in ALS pathophysiology. Acta Neuropathol Commun 2020; 8:140. [PMID: 32819425 PMCID: PMC7439665 DOI: 10.1186/s40478-020-01018-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 08/10/2020] [Indexed: 12/11/2022] Open
Abstract
Despite the considerable progress made towards understanding ALS pathophysiology, several key features of ALS remain unexplained, from its aetiology to its epidemiological aspects. The glymphatic system, which has recently been recognised as a major clearance pathway for the brain, has received considerable attention in several neurological conditions, particularly Alzheimer's disease. Its significance in ALS has, however, been little addressed. This perspective article therefore aims to assess the possibility of CSF contribution in ALS by considering various lines of evidence, including the abnormal composition of ALS-CSF, its toxicity and the evidence for impaired CSF dynamics in ALS patients. We also describe a potential role for CSF circulation in determining disease spread as well as the importance of CSF dynamics in ALS neurotherapeutics. We propose that a CSF model could potentially offer additional avenues to explore currently unexplained features of ALS, ultimately leading to new treatment options for people with ALS.
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Affiliation(s)
- Koy Chong Ng Kee Kwong
- UK Dementia Research Institute at University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh bioQuarter, Chancellor's Building, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, Edinburgh, UK
| | - Arpan R Mehta
- UK Dementia Research Institute at University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh bioQuarter, Chancellor's Building, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, Edinburgh, UK
- Anne Rowling Regenerative Neurology Clinic, University of Edinburgh, Edinburgh, UK
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Maiken Nedergaard
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Center for Translational Neuromedicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Siddharthan Chandran
- UK Dementia Research Institute at University of Edinburgh, Edinburgh, UK.
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh bioQuarter, Chancellor's Building, 49 Little France Crescent, Edinburgh, EH16 4SB, UK.
- Euan MacDonald Centre for MND Research, University of Edinburgh, Edinburgh, UK.
- Anne Rowling Regenerative Neurology Clinic, University of Edinburgh, Edinburgh, UK.
- Centre for Brain Development and Repair, inStem, Bangalore, India.
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Béland LC, Markovinovic A, Jakovac H, De Marchi F, Bilic E, Mazzini L, Kriz J, Munitic I. Immunity in amyotrophic lateral sclerosis: blurred lines between excessive inflammation and inefficient immune responses. Brain Commun 2020; 2:fcaa124. [PMID: 33134918 PMCID: PMC7585698 DOI: 10.1093/braincomms/fcaa124] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 07/07/2020] [Accepted: 07/13/2020] [Indexed: 12/11/2022] Open
Abstract
Despite wide genetic, environmental and clinical heterogeneity in amyotrophic lateral sclerosis, a rapidly fatal neurodegenerative disease targeting motoneurons, neuroinflammation is a common finding. It is marked by local glial activation, T cell infiltration and systemic immune system activation. The immune system has a prominent role in the pathogenesis of various chronic diseases, hence some of them, including some types of cancer, are successfully targeted by immunotherapeutic approaches. However, various anti-inflammatory or immunosuppressive therapies in amyotrophic lateral sclerosis have failed. This prompted increased scrutiny over the immune-mediated processes underlying amyotrophic lateral sclerosis. Perhaps the biggest conundrum is that amyotrophic lateral sclerosis pathogenesis exhibits features of three otherwise distinct immune dysfunctions-excessive inflammation, autoimmunity and inefficient immune responses. Epidemiological and genome-wide association studies show only minimal overlap between amyotrophic lateral sclerosis and autoimmune diseases, so excessive inflammation is usually thought to be secondary to protein aggregation, mitochondrial damage or other stresses. In contrast, several recently characterized amyotrophic lateral sclerosis-linked mutations, including those in TBK1, OPTN, CYLD and C9orf72, could lead to inefficient immune responses and/or damage pile-up, suggesting that an innate immunodeficiency may also be a trigger and/or modifier of this disease. In such cases, non-selective immunosuppression would further restrict neuroprotective immune responses. Here we discuss multiple layers of immune-mediated neuroprotection and neurotoxicity in amyotrophic lateral sclerosis. Particular focus is placed on individual patient mutations that directly or indirectly affect the immune system, and the mechanisms by which these mutations influence disease progression. The topic of immunity in amyotrophic lateral sclerosis is timely and relevant, because it is one of the few common and potentially malleable denominators in this heterogenous disease. Importantly, amyotrophic lateral sclerosis progression has recently been intricately linked to patient T cell and monocyte profiles, as well as polymorphisms in cytokine and chemokine receptors. For this reason, precise patient stratification based on immunophenotyping will be crucial for efficient therapies.
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Affiliation(s)
| | - Andrea Markovinovic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, 51000 Rijeka, Croatia
- ENCALS Center Zagreb, 10000 Zagreb, Croatia
| | - Hrvoje Jakovac
- Department of Physiology and Immunology, Medical Faculty, University of Rijeka, 51000 Rijeka, Croatia
| | - Fabiola De Marchi
- Department of Neurology, ALS Centre, University of Piemonte Orientale, “Maggiore della Carità” Hospital, 28100 Novara, Italy
| | - Ervina Bilic
- Department of Neurology, Clinical Hospital Centre Zagreb, 10000 Zagreb, Croatia
- ENCALS Center Zagreb, 10000 Zagreb, Croatia
| | - Letizia Mazzini
- Department of Neurology, ALS Centre, University of Piemonte Orientale, “Maggiore della Carità” Hospital, 28100 Novara, Italy
| | - Jasna Kriz
- CERVO Research Centre, Laval University, Quebec City, Quebec G1J 2G3, Canada
| | - Ivana Munitic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, 51000 Rijeka, Croatia
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Meszlényi V, Patai R, Polgár TF, Nógrádi B, Körmöczy L, Kristóf R, Spisák K, Tripolszki K, Széll M, Obál I, Engelhardt JI, Siklós L. Passive Transfer of Sera from ALS Patients with Identified Mutations Evokes an Increased Synaptic Vesicle Number and Elevation of Calcium Levels in Motor Axon Terminals, Similar to Sera from Sporadic Patients. Int J Mol Sci 2020; 21:ijms21155566. [PMID: 32756522 PMCID: PMC7432249 DOI: 10.3390/ijms21155566] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 07/31/2020] [Indexed: 12/28/2022] Open
Abstract
Previously, we demonstrated increased calcium levels and synaptic vesicle densities in the motor axon terminals (MATs) of sporadic amyotrophic lateral sclerosis (ALS) patients. Such alterations could be conferred to mice with an intraperitoneal injection of sera from these patients or with purified immunoglobulin G. Later, we confirmed the presence of similar alterations in the superoxide dismutase 1 G93A transgenic mouse strain model of familial ALS. These consistent observations suggested that calcium plays a central role in the pathomechanism of ALS. This may be further reinforced by completing a similar analytical study of the MATs of ALS patients with identified mutations. However, due to the low yield of muscle biopsy samples containing MATs, and the low incidence of ALS patients with the identified mutations, these examinations are not technically feasible. Alternatively, a passive transfer of sera from ALS patients with known mutations was used, and the MATs of the inoculated mice were tested for alterations in their calcium homeostasis and synaptic activity. Patients with 11 different ALS-related mutations participated in the study. Intraperitoneal injection of sera from these patients on two consecutive days resulted in elevated intracellular calcium levels and increased vesicle densities in the MATs of mice, which is comparable to the effect of the passive transfer from sporadic patients. Our results support the idea that the pathomechanism underlying the identical manifestation of the disease with or without identified mutations is based on a common final pathway, in which increasing calcium levels play a central role.
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Affiliation(s)
- Valéria Meszlényi
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
- Foundation for the Future of Biomedical Sciences in Szeged, Szeged Scientists Academy, 15 Lechner tér, H-6721 Szeged, Hungary
| | - Roland Patai
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
| | - Tamás F. Polgár
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
| | - Bernát Nógrádi
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
- Foundation for the Future of Biomedical Sciences in Szeged, Szeged Scientists Academy, 15 Lechner tér, H-6721 Szeged, Hungary
| | - Laura Körmöczy
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
| | - Rebeka Kristóf
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
| | - Krisztina Spisák
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
| | - Kornélia Tripolszki
- Department of Medical Genetics, University of Szeged, 4/B Szőkefalvi-Nagy Béla u., H-6720 Szeged, Hungary; (K.T.); (M.S.)
| | - Márta Széll
- Department of Medical Genetics, University of Szeged, 4/B Szőkefalvi-Nagy Béla u., H-6720 Szeged, Hungary; (K.T.); (M.S.)
- Dermatological Research Group, University of Szeged, Hungarian Academy of Sciences, 4/B Szőkefalvi-Nagy Béla u., H-6720 Szeged, Hungary
| | - Izabella Obál
- Department of Neurology, Aalborg University Hospital, 15 Skovvej Sdr., DK-9000 Aalborg, Denmark;
- Department of Neurology, University of Szeged, 6 Semmelweis u., H-6725 Szeged, Hungary;
| | - József I. Engelhardt
- Department of Neurology, University of Szeged, 6 Semmelweis u., H-6725 Szeged, Hungary;
| | - László Siklós
- Biological Research Centre, Institute of Biophysics, 62 Temesvári krt., H-6726 Szeged, Hungary; (V.M.); (R.P.); (T.F.P.); (B.N.); (L.K.); (R.K.); (K.S.)
- Correspondence: ; Tel.: +36-62-599-611
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Porro C, Cianciulli A, Panaro MA. The Regulatory Role of IL-10 in Neurodegenerative Diseases. Biomolecules 2020; 10:biom10071017. [PMID: 32659950 PMCID: PMC7407888 DOI: 10.3390/biom10071017] [Citation(s) in RCA: 99] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/01/2020] [Accepted: 07/07/2020] [Indexed: 02/06/2023] Open
Abstract
IL-10, an immunosuppressive cytokine, is considered an important anti-inflammatory modulator of glial activation, preventing inflammation-mediated neuronal degeneration under pathological conditions. In this narrative review, we summarize recent insights about the role of IL-10 in the neurodegeneration associated with neuroinflammation, in diseases such as Multiple Sclerosis, Traumatic Brain Injury, Amyotrophic lateral sclerosis, Alzheimer’s Disease, and Parkinson’s Disease, focusing on the contribution of this cytokine not only in terms of protective action, but also as possibly responsible for clinical worsening. The knowledge of this double face of the same coin, regarding the biological role of the IL-10, could aid the development of targeted therapies useful for limiting neurodegenerative processes.
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Affiliation(s)
- Chiara Porro
- Department of Clinical and Experimental Medicine, University of Foggia, 71122 Foggia, Italy;
| | - Antonia Cianciulli
- Department of Biosciences, Biotechnologies and Biopharmaceutics, University of Bari, 70125 Bari, Italy;
| | - Maria Antonietta Panaro
- Department of Biosciences, Biotechnologies and Biopharmaceutics, University of Bari, 70125 Bari, Italy;
- Correspondence:
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8
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Obál I, Nógrádi B, Meszlényi V, Patai R, Ricken G, Kovacs GG, Tripolszki K, Széll M, Siklós L, Engelhardt JI. Experimental Motor Neuron Disease Induced in Mice with Long-Term Repeated Intraperitoneal Injections of Serum from ALS Patients. Int J Mol Sci 2019; 20:ijms20102573. [PMID: 31130623 PMCID: PMC6566871 DOI: 10.3390/ijms20102573] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 05/02/2019] [Accepted: 05/23/2019] [Indexed: 01/18/2023] Open
Abstract
In an earlier study, signs of commencing degeneration of spinal motor neurons were induced in mice with short-term intraperitoneal injections of immunoglobulin G (IgG) taken from patients with amyotrophic lateral sclerosis (ALS). Since in that study, neither weakness nor loss of motor neurons was noted, to test whether the ALS IgG in this paradigm has the potential to evoke relentless degeneration of motor neurons, treatment with repeated injections over a longer period was carried out. Mice were systematically injected intraperitoneally with serum taken from ALS patients over a 75-day period. At selected time points, the isometric force of the limbs, number of spinal motor neurons and their intracellular calcium levels were determined. Furthermore, markers of glial activation and the motoneuronal uptake of human IgG were monitored. During this period, gliosis and progressive motoneuronal degeneration developed, which led to gradual loss of spinal motor neurons, more than 40% at day 21, along with decreasing muscle strength in the limbs. The inclusion-like accumulation of IgG appeared in the perikarya with the increase of intracellular calcium in the cell bodies and motor nerve terminals. Our results demonstrate that ALS serum can transfer motor neuron disease to mice.
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Affiliation(s)
- Izabella Obál
- Department of Neurology, University of Szeged, H-6725 Szeged, Hungary.
- Department of Neurology, Aalborg University Hospital, DK-9000 Aalborg, Denmark.
| | - Bernát Nógrádi
- Department of Neurology, University of Szeged, H-6725 Szeged, Hungary.
- Foundation for the Future of Biomedical Sciences in Szeged, Szeged Scientist Academy, H-6721 Szeged, Hungary.
| | - Valéria Meszlényi
- Department of Neurology, University of Szeged, H-6725 Szeged, Hungary.
- Foundation for the Future of Biomedical Sciences in Szeged, Szeged Scientist Academy, H-6721 Szeged, Hungary.
| | - Roland Patai
- Institute of Biophysics, Biological Research Centre of the Hungarian Academy of Sciences, H-6726 Szeged, Hungary.
| | - Gerda Ricken
- Clinical Institute of Neurology, Medical University of Vienna, Vienna A-1090, Austria.
| | - Gabor G Kovacs
- Clinical Institute of Neurology, Medical University of Vienna, Vienna A-1090, Austria.
| | - Kornélia Tripolszki
- Department of Medical Genetics, University of Szeged, H-6720 Szeged, Hungary.
| | - Márta Széll
- Department of Medical Genetics, University of Szeged, H-6720 Szeged, Hungary.
- Hungarian Academy of Sciences - University of Szeged, Dermatological Research Group, H-6720 Szeged, Hungary.
| | - László Siklós
- Institute of Biophysics, Biological Research Centre of the Hungarian Academy of Sciences, H-6726 Szeged, Hungary.
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Milošević M, Milićević K, Božić I, Lavrnja I, Stevanović I, Bijelić D, Dubaić M, Živković I, Stević Z, Giniatullin R, Andjus P. Immunoglobulins G from Sera of Amyotrophic Lateral Sclerosis Patients Induce Oxidative Stress and Upregulation of Antioxidative System in BV-2 Microglial Cell Line. Front Immunol 2017; 8:1619. [PMID: 29218049 PMCID: PMC5703705 DOI: 10.3389/fimmu.2017.01619] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Accepted: 11/08/2017] [Indexed: 12/13/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder with a very fast progression, no diagnostic tool for the presymptomatic phase, and still no effective treatment of the disease. Although ALS affects motor neurons, the overall pathophysiological condition points out to the non-cell autonomous mechanisms, where astrocytes and microglia play crucial roles in the disease progression. We have already shown that IgG from sera of ALS patients (ALS IgG) induce calcium transients and an increase in the mobility of acidic vesicles in cultured rat astrocytes. Having in mind the role of microglia in neurodegeneration, and a well-documented fact that oxidative stress is one of the many components contributing to the disease, we decided to examine the effect of ALS IgG on activation, oxidative stress and antioxidative system of BV-2 microglia, and to evaluate their acute effect on cytosolic peroxide, pH, and on reactive oxygen species (ROS) generation. All tested ALS IgGs (compared to control IgG) induced oxidative stress (rise in nitric oxide and the index of lipid peroxidation) followed by release of TNF-α and higher antioxidative defense (elevation of Mn- and CuZn-superoxide dismutase, catalase, and glutathione reductase with a decrease of glutathione peroxidase and glutathione) after 24 h treatment. Both ALS IgG and control IgG showed same localization on the membrane of BV-2 cells following 24 h treatment. Cytosolic peroxide and pH alteration were evaluated with fluorescent probes HyPer and SypHer, respectively, having in mind that HyPer also reacts to pH changes. Out of 11 tested IgGs from ALS patients, 4 induced slow exponential rise of HyPer signal, with maximal normalized fluorescence in the range 0.2–0.5, also inducing similar increase of SypHer intensity, but of a lower amplitude. None of the control IgGs induced changes with neither of the indicators. Acute ROS generation was detected in one out of three tested ALS samples with carboxy-H2DCFDA. The observed phenomena demonstrate the potential role of inflammatory humoral factors, IgGs, as potential triggers of the activation in microglia, known to occur in later stages of ALS. Therefore, revealing the ALS IgG signaling cascade in microglial cells could offer a valuable molecular biomarker and/or a potential therapeutic target.
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Affiliation(s)
- Milena Milošević
- Center for Laser Microscopy, Department for Physiology and Biochemistry, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Katarina Milićević
- Center for Laser Microscopy, Department for Physiology and Biochemistry, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Iva Božić
- Institute for Biological Research "Siniša Stanković", University of Belgrade, Belgrade, Serbia
| | - Irena Lavrnja
- Institute for Biological Research "Siniša Stanković", University of Belgrade, Belgrade, Serbia
| | - Ivana Stevanović
- Institute for Medical Research, Military Medical Academy, Belgrade, Serbia
| | - Dunja Bijelić
- Center for Laser Microscopy, Department for Physiology and Biochemistry, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Marija Dubaić
- Center for Laser Microscopy, Department for Physiology and Biochemistry, Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Irena Živković
- Immunology Research Centre "Branislav Janković", Institute of Virology, Vaccines and Sera "Torlak", Belgrade, Serbia
| | - Zorica Stević
- Clinic of Neurology, Clinical Center of Serbia, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Rashid Giniatullin
- Department of Neurobiology, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.,Laboratory in Neurobiology, Kazan Federal University, Kazan, Russia
| | - Pavle Andjus
- Center for Laser Microscopy, Department for Physiology and Biochemistry, Faculty of Biology, University of Belgrade, Belgrade, Serbia
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