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Wurtz LI, Knyazhanskaya E, Sohaei D, Prassas I, Pittock S, Willrich MAV, Saadeh R, Gupta R, Atkinson HJ, Grill D, Stengelin M, Thebault S, Freedman MS, Diamandis EP, Scarisbrick IA. Identification of brain-enriched proteins in CSF as biomarkers of relapsing remitting multiple sclerosis. Clin Proteomics 2024; 21:42. [PMID: 38880880 PMCID: PMC11181608 DOI: 10.1186/s12014-024-09494-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 06/05/2024] [Indexed: 06/18/2024] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is a clinically and biologically heterogenous disease with currently unpredictable progression and relapse. After the development and success of neurofilament as a cerebrospinal fluid (CSF) biomarker, there is reinvigorated interest in identifying other markers of or contributors to disease. The objective of this study is to probe the predictive potential of a panel of brain-enriched proteins on MS disease progression and subtype. METHODS This study includes 40 individuals with MS and 14 headache controls. The MS cohort consists of 20 relapsing remitting (RR) and 20 primary progressive (PP) patients. The CSF of all individuals was analyzed for 63 brain enriched proteins using a method of liquid-chromatography tandem mass spectrometry. Wilcoxon rank sum test, Kruskal-Wallis one-way ANOVA, logistic regression, and Pearson correlation were used to refine the list of candidates by comparing relative protein concentrations as well as relation to known imaging and molecular biomarkers. RESULTS We report 30 proteins with some relevance to disease, clinical subtype, or severity. Strikingly, we observed widespread protein depletion in the disease CSF as compared to control. We identified numerous markers of relapsing disease, including KLK6 (kallikrein 6, OR = 0.367, p < 0.05), which may be driven by active disease as defined by MRI enhancing lesions. Other oligodendrocyte-enriched proteins also appeared at reduced levels in relapsing disease, namely CNDP1 (carnosine dipeptidase 1), LINGO1 (leucine rich repeat and Immunoglobin-like domain-containing protein 1), MAG (myelin associated glycoprotein), and MOG (myelin oligodendrocyte glycoprotein). Finally, we identified three proteins-CNDP1, APLP1 (amyloid beta precursor like protein 1), and OLFM1 (olfactomedin 1)-that were statistically different in relapsing vs. progressive disease raising the potential for use as an early biomarker to discriminate clinical subtype. CONCLUSIONS We illustrate the utility of targeted mass spectrometry in generating potential targets for future biomarker studies and highlight reductions in brain-enriched proteins as markers of the relapsing remitting disease stage.
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Affiliation(s)
- Lincoln I Wurtz
- Medical Scientist Training Program, Mayo Clinic, Rochester, MN, USA
- Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Dorsa Sohaei
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Ioannis Prassas
- Mount Sinai Hospital, Toronto, Canada
- Laboratory Medicine Program, University Health Network, Toronto, Canada
| | - Sean Pittock
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Center for Multiple Sclerosis and Autoimmune Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - Ruba Saadeh
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Ruchi Gupta
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Hunter J Atkinson
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Diane Grill
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Simon Thebault
- Department of Medicine and The Ottawa Research Institute, Ottawa, Canada
- Division of Multiple Sclerosis, Department of Neurology, The University of Pennsylvania, Philadelphia, USA
| | - Mark S Freedman
- Department of Medicine and The Ottawa Research Institute, Ottawa, Canada
| | | | - Isobel A Scarisbrick
- Center for Multiple Sclerosis and Autoimmune Neurology, Mayo Clinic, Rochester, MN, USA.
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, 55905, USA.
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Srinivasan S, Kryza T, Batra J, Clements J. Remodelling of the tumour microenvironment by the kallikrein-related peptidases. Nat Rev Cancer 2022; 22:223-238. [PMID: 35102281 DOI: 10.1038/s41568-021-00436-z] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/06/2021] [Indexed: 02/07/2023]
Abstract
Kallikrein-related peptidases (KLKs) are critical regulators of the tumour microenvironment. KLKs are proteolytic enzymes regulating multiple functions of bioactive molecules including hormones and growth factors, membrane receptors and the extracellular matrix architecture involved in cancer progression and metastasis. Perturbations of the proteolytic cascade generated by these peptidases, and their downstream signalling actions, underlie tumour emergence or blockade of tumour growth. Recent studies have also revealed their role in tumour immune suppression and resistance to cancer therapy. Here, we present an overview of the complex biology of the KLK family and its context-dependent nature in cancer, and discuss the different therapeutic strategies available to potentially target these proteases.
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Affiliation(s)
- Srilakshmi Srinivasan
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Australian Prostate Cancer Research Centre-Queensland, Translational Research Institute, Woolloongabba, Queensland, Australia
| | - Thomas Kryza
- Australian Prostate Cancer Research Centre-Queensland, Translational Research Institute, Woolloongabba, Queensland, Australia
- Mater Research Institute, The University of Queensland, Woolloongabba, Brisbane, Queensland, Australia
| | - Jyotsna Batra
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Australian Prostate Cancer Research Centre-Queensland, Translational Research Institute, Woolloongabba, Queensland, Australia
- Centre for Genomics and Personalised Medicine, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Judith Clements
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia.
- Australian Prostate Cancer Research Centre-Queensland, Translational Research Institute, Woolloongabba, Queensland, Australia.
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3
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Yoon H, Triplet EM, Simon WL, Choi CI, Kleppe LS, De Vita E, Miller AK, Scarisbrick IA. Blocking Kallikrein 6 promotes developmental myelination. Glia 2022; 70:430-450. [PMID: 34626143 PMCID: PMC8732303 DOI: 10.1002/glia.24100] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 09/11/2021] [Accepted: 09/13/2021] [Indexed: 11/12/2022]
Abstract
Kallikrein related peptidase 6 (Klk6) is a secreted serine protease highly expressed in oligodendrocytes and implicated in demyelinating conditions. To gain insights into the significance of Klk6 to oligodendrocyte biology, we investigated the impact of global Klk6 gene knockout on CNS developmental myelination using the spinal cord of male and female mice as a model. Results demonstrate that constitutive loss of Klk6 expression accelerates oligodendrocyte differentiation developmentally, including increases in the expression of myelin proteins such as MBP, PLP and CNPase, in the number of CC-1+ mature oligodendrocytes, and myelin thickness by the end of the first postnatal week. Co-ordinate elevations in the pro-myelinating signaling pathways ERK and AKT, expression of fatty acid 2-hydroxylase, and myelin regulatory transcription factor were also observed in the spinal cord of 7d Klk6 knockouts. LC/MS/MS quantification of spinal cord lipids showed sphingosine and sphingomyelins to be elevated in Klk6 knockouts at the peak of myelination. Oligodendrocyte progenitor cells (OPCs)-derived from Klk6 knockouts, or wild type OPCs-treated with a Klk6 inhibitor (DFKZ-251), also showed increased MBP and PLP. Moreover, inhibition of Klk6 in OPC cultures enhanced brain derived neurotrophic factor-driven differentiation. Altogether, these findings suggest that oligodendrocyte-derived Klk6 may operate as an autocrine or paracrine rheostat, or brake, on pro-myelinating signaling serving to regulate myelin homeostasis developmentally and in the adult. These findings document for the first time that inhibition of Klk6 globally, or specifically in oligodendrocyte progenitors, is a strategy to increase early stages of oligodendrocyte differentiation and myelin production in the CNS.
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Affiliation(s)
- Hyesook Yoon
- Department of Physical Medicine and Rehabilitation, Mayo Clinic School of Biomedical Sciences Rochester 55905
| | - Erin M. Triplet
- Regenerative Sciences Program, Mayo Clinic School of Biomedical Sciences Rochester 55905
| | - Whitney L. Simon
- Department of Physical Medicine and Rehabilitation, Mayo Clinic School of Biomedical Sciences Rochester 55905
| | - Chan-Il Choi
- Department of Physical Medicine and Rehabilitation, Mayo Clinic School of Biomedical Sciences Rochester 55905
| | - Laurel S. Kleppe
- Department of Physical Medicine and Rehabilitation, Mayo Clinic School of Biomedical Sciences Rochester 55905
| | - Elena De Vita
- University of Heidelberg, Faculty of Biosciences, 69120 Heidelberg, Germany
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Aubry K. Miller
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Isobel A. Scarisbrick
- Department of Physical Medicine and Rehabilitation, Mayo Clinic School of Biomedical Sciences Rochester 55905
- Regenerative Sciences Program, Mayo Clinic School of Biomedical Sciences Rochester 55905
- Department of Physiology and Biomedical Engineering, Minnesota USA 55905
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4
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Kim HN, Triplet EM, Radulovic M, Bouchal S, Kleppe LS, Simon WL, Yoon H, Scarisbrick IA. The thrombin receptor modulates astroglia-neuron trophic coupling and neural repair after spinal cord injury. Glia 2021; 69:2111-2132. [PMID: 33887067 PMCID: PMC8672305 DOI: 10.1002/glia.24012] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 04/10/2021] [Accepted: 04/11/2021] [Indexed: 12/15/2022]
Abstract
Excessive activation of the thrombin receptor, protease activated receptor 1 (PAR1) is implicated in diverse neuropathologies from neurodegenerative conditions to neurotrauma. PAR1 knockout mice show improved outcomes after experimental spinal cord injury (SCI), however information regarding the underpinning cellular and molecular mechanisms is lacking. Here we demonstrate that genetic blockade of PAR1 in female mice results in improvements in sensorimotor co-ordination after thoracic spinal cord lateral compression injury. We document improved neuron preservation with increases in Synapsin-1 presynaptic proteins and GAP43, a growth cone marker, after a 30 days recovery period. These improvements were coupled to signs of enhanced myelin resiliency and repair, including increases in the number of mature oligodendrocytes, their progenitors and the abundance of myelin basic protein. These significant increases in substrates for neural recovery were accompanied by reduced astrocyte (Serp1) and microglial/monocyte (CD68 and iNOS) pro-inflammatory markers, with coordinate increases in astrocyte (S100A10 and Emp1) and microglial (Arg1) markers reflective of pro-repair activities. Complementary astrocyte-neuron co-culture bioassays suggest astrocytes with PAR1 loss-of-function promote both neuron survival and neurite outgrowth. Additionally, the pro-neurite outgrowth effects of switching off astrocyte PAR1 were blocked by inhibiting TrkB, the high affinity receptor for brain derived neurotrophic factor. Altogether, these studies demonstrate unique modulatory roles for PAR1 in regulating glial-neuron interactions, including the capacity for neurotrophic factor signaling, and underscore its position at neurobiological intersections critical for the response of the CNS to injury and the capacity for regenerative repair and restoration of function.
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Affiliation(s)
- Ha Neui Kim
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
- Department of Physiology and Biomedical Engineering, Rochester MN 55905
| | - Erin M. Triplet
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
- Department of Physiology and Biomedical Engineering, Rochester MN 55905
- Neuroscience Program, Mayo Clinic Graduate School of Biomedical Sciences, Rochester MN 55905
| | - Maja Radulovic
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
- Department of Physiology and Biomedical Engineering, Rochester MN 55905
| | - Samantha Bouchal
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
| | - Laurel S. Kleppe
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
| | - Whitney L. Simon
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
| | - Hyesook Yoon
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
- Department of Physiology and Biomedical Engineering, Rochester MN 55905
| | - Isobel A. Scarisbrick
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Rochester MN 55905
- Department of Physiology and Biomedical Engineering, Rochester MN 55905
- Neuroscience Program, Mayo Clinic Graduate School of Biomedical Sciences, Rochester MN 55905
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Candido JB, Maiques O, Boxberg M, Kast V, Peerani E, Tomás-Bort E, Weichert W, Sananes A, Papo N, Magdolen V, Sanz-Moreno V, Loessner D. Kallikrein-Related Peptidase 6 Is Associated with the Tumour Microenvironment of Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2021; 13:cancers13163969. [PMID: 34439122 PMCID: PMC8392253 DOI: 10.3390/cancers13163969] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 07/29/2021] [Accepted: 07/30/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Kallikrein-related peptidases have tumour-biological roles and are dysregulated in many cancers. Only a few studies have reported their upregulation in pancreatic cancer and linked them to poor prognosis. By interrogating publicly available and our own datasets, we studied their expression in patient-derived tissues and pancreatic cancer cells. We found several kallikrein-related peptidases that were upregulated, in particular kallikrein-related peptidase 6 at the forefront of the tumour area. We then tested the effect of a kallikrein-related peptidase 6 inhibitor on cancer cell functions. Because the majority of patients present with inoperable disease, a targeted therapeutic intervention may have a positive impact on the survival of this patient population. Abstract As cancer-associated factors, kallikrein-related peptidases (KLKs) are components of the tumour microenvironment, which represents a rich substrate repertoire, and considered attractive targets for the development of novel treatments. Standard-of-care therapy of pancreatic cancer shows unsatisfactory results, indicating the need for alternative therapeutic approaches. We aimed to investigate the expression of KLKs in pancreatic cancer and to inhibit the function of KLK6 in pancreatic cancer cells. KLK6, KLK7, KLK8, KLK10 and KLK11 were coexpressed and upregulated in tissues from pancreatic cancer patients compared to normal pancreas. Their high expression levels correlated with each other and were linked to shorter survival compared to low KLK levels. We then validated KLK6 mRNA and protein expression in patient-derived tissues and pancreatic cancer cells. Coexpression of KLK6 with KRT19, αSMA or CD68 was independent of tumour stage, while KLK6 was coexpressed with KRT19 and CD68 in the invasive tumour area. High KLK6 levels in tumour and CD68+ cells were linked to shorter survival. KLK6 inhibition reduced KLK6 mRNA expression, cell metabolic activity and KLK6 secretion and increased the secretion of other serine and aspartic lysosomal proteases. The association of high KLK levels and poor prognosis suggests that inhibiting KLKs may be a therapeutic strategy for precision medicine.
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Affiliation(s)
- Juliana B. Candido
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; (J.B.C.); (O.M.); (E.P.); (E.T.-B.); (V.S.-M.)
| | - Oscar Maiques
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; (J.B.C.); (O.M.); (E.P.); (E.T.-B.); (V.S.-M.)
| | - Melanie Boxberg
- Institute of Pathology, Technical University of Munich, 81657 Munich, Germany; (M.B.); (W.W.)
| | - Verena Kast
- Max Bergmann Center of Biomaterials Dresden, Leibniz Institute of Polymer Research Dresden e.V., Hohe Straβe 6, 01069 Dresden, Germany;
| | - Eleonora Peerani
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; (J.B.C.); (O.M.); (E.P.); (E.T.-B.); (V.S.-M.)
| | - Elena Tomás-Bort
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; (J.B.C.); (O.M.); (E.P.); (E.T.-B.); (V.S.-M.)
| | - Wilko Weichert
- Institute of Pathology, Technical University of Munich, 81657 Munich, Germany; (M.B.); (W.W.)
| | - Amiram Sananes
- Avram and Stella Goldstein-Goren Department of Biotechnology Engineering and The National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel; (A.S.); (N.P.)
| | - Niv Papo
- Avram and Stella Goldstein-Goren Department of Biotechnology Engineering and The National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel; (A.S.); (N.P.)
| | - Viktor Magdolen
- Department of Obstetrics and Gynaecology, Technical University of Munich, 81675 Munich, Germany;
| | - Victoria Sanz-Moreno
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; (J.B.C.); (O.M.); (E.P.); (E.T.-B.); (V.S.-M.)
| | - Daniela Loessner
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; (J.B.C.); (O.M.); (E.P.); (E.T.-B.); (V.S.-M.)
- Max Bergmann Center of Biomaterials Dresden, Leibniz Institute of Polymer Research Dresden e.V., Hohe Straβe 6, 01069 Dresden, Germany;
- Department of Chemical Engineering and Department of Materials Science and Engineering, Faculty of Engineering, Monash University, Melbourne, VIC 3800, Australia
- Department of Anatomy and Developmental Biology, Biomedicine Discovery Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC 3800, Australia
- Correspondence:
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Mella C, Figueroa CD, Otth C, Ehrenfeld P. Involvement of Kallikrein-Related Peptidases in Nervous System Disorders. Front Cell Neurosci 2020; 14:166. [PMID: 32655372 PMCID: PMC7324807 DOI: 10.3389/fncel.2020.00166] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 05/18/2020] [Indexed: 12/16/2022] Open
Abstract
Kallikrein-related peptidases (KLKs) are a family of serine proteases that when dysregulated may contribute to neuroinflammation and neurodegeneration. In the present review article, we describe what is known about their physiological and pathological roles with an emphasis on KLK6 and KLK8, two KLKs that are highly expressed in the adult central nervous system (CNS). Altered expression and activity of KLK6 have been linked to brain physiology and the development of multiple sclerosis. On the other hand, altered levels of KLK6 in the brain and serum of people affected by Alzheimer's disease and Parkinson's disease have been documented, pointing out to its function in amyloid metabolism and development of synucleinopathies. People who have structural genetic variants of KLK8 can suffer mental illnesses such as intellectual and learning disabilities, seizures, and autism. Increased expression of KLK8 has also been implicated in schizophrenia, bipolar disorder, and depression. Also, we discuss the possible link that exists between KLKs activity and certain viral infections that can affect the nervous system. Although little is known about the exact mechanisms that mediate KLKs function and their participation in neuroinflammatory and neurodegenerative disorders will open a new field to develop novel therapies to modulate their levels and/or activity and their harmful effects on the CNS.
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Affiliation(s)
- Cinthia Mella
- Faculty of Medicine, Institute of Clinical Microbiology, Universidad Austral de Chile, Valdivia, Chile
- Laboratory of Cellular Pathology, Institute of Anatomy, Histology, and Pathology, Universidad Austral de Chile, Valdivia, Chile
- Center for Interdisciplinary Studies on the Nervous System (CISNe), Universidad Austral de Chile, Valdivia, Chile
| | - Carlos D. Figueroa
- Laboratory of Cellular Pathology, Institute of Anatomy, Histology, and Pathology, Universidad Austral de Chile, Valdivia, Chile
- Center for Interdisciplinary Studies on the Nervous System (CISNe), Universidad Austral de Chile, Valdivia, Chile
| | - Carola Otth
- Faculty of Medicine, Institute of Clinical Microbiology, Universidad Austral de Chile, Valdivia, Chile
- Center for Interdisciplinary Studies on the Nervous System (CISNe), Universidad Austral de Chile, Valdivia, Chile
| | - Pamela Ehrenfeld
- Laboratory of Cellular Pathology, Institute of Anatomy, Histology, and Pathology, Universidad Austral de Chile, Valdivia, Chile
- Center for Interdisciplinary Studies on the Nervous System (CISNe), Universidad Austral de Chile, Valdivia, Chile
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Sánchez-Tejeda JF, Sánchez-Ruiz JF, Salazar JR, Loza-Mejía MA. A Definition of "Multitargeticity": Identifying Potential Multitarget and Selective Ligands Through a Vector Analysis. Front Chem 2020; 8:176. [PMID: 32232029 PMCID: PMC7083080 DOI: 10.3389/fchem.2020.00176] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 02/26/2020] [Indexed: 11/13/2022] Open
Abstract
The design of multitarget drugs is an essential area of research in Medicinal Chemistry since they have been proposed as potential therapeutics for the management of complex diseases. However, defining a multitarget drug is not an easy task. In this work, we propose a vector analysis for measuring and defining "multitargeticity." We developed terms, such as order and force of a ligand, to finally reach two parameters: multitarget indexes 1 and 2. The combination of these two indexes allows discrimination of multitarget drugs. Several training sets were constructed to test the usefulness of the indexes: an experimental training set, with real affinities, a docking training set, within theoretical values, and an extensive database training set. The indexes proved to be useful, as they were used independently in silico and experimental data, identifying actual multitarget compounds and even selective ligands in most of the training sets. We then applied these indexes to evaluate a virtual library of potential ligands for targets related to multiple sclerosis, identifying 10 compounds that are likely leads for the development of multitarget drugs based on their in silico behavior. With this work, a new milestone is made in the way of defining multitargeticity and in drug design.
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Affiliation(s)
| | | | | | - Marco A Loza-Mejía
- Facultad de Ciencias Químicas, Universidad La Salle, Mexico City, Mexico
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8
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Eftekhari R, de Lima SG, Liu Y, Mihara K, Saifeddine M, Noorbakhsh F, Scarisbrick IA, Hollenberg MD. Microenvironment proteinases, proteinase-activated receptor regulation, cancer and inflammation. Biol Chem 2019; 399:1023-1039. [PMID: 29924723 DOI: 10.1515/hsz-2018-0001] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2018] [Accepted: 06/08/2018] [Indexed: 12/17/2022]
Abstract
We propose that in the microenvironment of inflammatory tissues, including tumours, extracellular proteinases can modulate cell signalling in part by regulating proteinase-activated receptors (PARs). We have been exploring this mechanism in a variety of inflammation and tumour-related settings that include tumour-derived cultured cells from prostate and bladder cancer, as well as immune inflammatory cells that are involved in the pathology of inflammatory diseases including multiple sclerosis. Our work showed that proteinase signalling via the PARs affects prostate and bladder cancer-derived tumour cell behaviour and can regulate calcium signalling in human T-cell and macrophage-related inflammatory cells as well as in murine splenocytes. Further, we found that the tumour-derived prostate cancer cells and immune-related cells (Jurkat, THP1, mouse splenocytes) can produce PAR-regulating proteinases (including kallikreins: kallikrein-related peptidases), that can control tissue function by both a paracrine and autocrine mechanism. We suggest that this PAR-driven signalling process involving secreted microenvironment proteinases can play a key role in cancer and inflammatory diseases including multiple sclerosis.
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Affiliation(s)
- Rahil Eftekhari
- Inflammation Research Network-Snyder Institute for Chronic Disease, Departments of Physiology and Pharmacology and Medicine, University of Calgary Cumming School of Medicine, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada.,Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran 1416753955, Iran
| | - Stacy G de Lima
- Inflammation Research Network-Snyder Institute for Chronic Disease, Departments of Physiology and Pharmacology and Medicine, University of Calgary Cumming School of Medicine, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Yu Liu
- Inflammation Research Network-Snyder Institute for Chronic Disease, Departments of Physiology and Pharmacology and Medicine, University of Calgary Cumming School of Medicine, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Koichiro Mihara
- Inflammation Research Network-Snyder Institute for Chronic Disease, Departments of Physiology and Pharmacology and Medicine, University of Calgary Cumming School of Medicine, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Mahmoud Saifeddine
- Inflammation Research Network-Snyder Institute for Chronic Disease, Departments of Physiology and Pharmacology and Medicine, University of Calgary Cumming School of Medicine, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Farshid Noorbakhsh
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran 1416753955, Iran
| | - Isobel A Scarisbrick
- Department of Physical Medicine and Rehabilitation, Rehabilitation Medicine Research Center, Mayo Clinic, Rochester, MN 55905, USA
| | - Morley D Hollenberg
- Inflammation Research Network-Snyder Institute for Chronic Disease, Departments of Physiology and Pharmacology and Medicine, University of Calgary Cumming School of Medicine, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
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9
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Bando Y, Hagiwara Y, Suzuki Y, Yoshida K, Aburakawa Y, Kimura T, Murakami C, Ono M, Tanaka T, Jiang YP, Mitrovi B, Bochimoto H, Yahara O, Yoshida S. Kallikrein 6 secreted by oligodendrocytes regulates the progression of experimental autoimmune encephalomyelitis. Glia 2017; 66:359-378. [PMID: 29086442 DOI: 10.1002/glia.23249] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2017] [Revised: 10/02/2017] [Accepted: 10/04/2017] [Indexed: 12/28/2022]
Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease of the central nervous system (CNS), and experimental autoimmune encephalomyelitis (EAE) is a well-established animal model of the disease. Here, we examined the pathophysiological role of Kallikrein 6 (Klk6), a serine protease produced by oligodendrocytes (OLs), in EAE using Klk6 knockout (Klk6-/-) mice. Compared with Klk6+/+ (wild-type) mice, Klk6-/- mice showed milder EAE symptoms, including delayed onset and milder paralysis. Loss of Klk6 suppressed matrix metalloprotease-9 expression and diminished the infiltration of peripheral inflammatory cells into the CNS by decreasing blood-brain barrier (BBB) permeability and reducing expression levels of inflammatory cytokines, chemokines and their receptors. Scanning electron microscopic analysis revealed demyelination characterized by myelin detachment from the axons in the early phase of EAE progression (days 3-7) in Klk6+/+ mice but not in Klk6-/- mice. Interestingly, anti-MOG (myelin oligodendrocyte glycoprotein) autoantibody was also detected in the cerebrospinal fluid (CSF) and spinal cord on day 3 after MOG immunization. Furthermore, treatment of primary cultured OLs with anti-MOG autoantibody induced oligodendroglial morphological changes and increases in myelin basic protein and Klk6 expression. We also developed a novel enzyme-linked immunoabsorbent assay method for detecting activated KLK6 in human CSF. In human autopsy brain samples, expression of active KLK6 was detected in OLs using an antibody that specifically recognizes the protein's activated form. Taken together, our findings demonstrate that Klk6 secreted by OLs plays a critical role in the pathogenesis of EAE/MS and that it might serve as a potential therapeutic target for MS.
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Affiliation(s)
- Yoshio Bando
- Department of Functional Anatomy and Neuroscience, Asahikawa Medical University, Asahikawa, 078-8510, Japan
| | | | - Yasuhiro Suzuki
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Kosuke Yoshida
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Yoko Aburakawa
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Takashi Kimura
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Chisato Murakami
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Miyuki Ono
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Tatsuhide Tanaka
- Department of Functional Anatomy and Neuroscience, Asahikawa Medical University, Asahikawa, 078-8510, Japan
| | - Ying-Ping Jiang
- Department of Immunology, Berlex Biosciences, Richmond, California, 94804
| | - Branka Mitrovi
- Department of Immunology, Berlex Biosciences, Richmond, California, 94804
| | - Hiroki Bochimoto
- Department of Microscopic Anatomy and Cell biology, Asahikawa Medical University, Asahikawa, 078-8510, Japan
| | - Osamu Yahara
- Department of Neurology, Asahikawa Medical Center, Asahikawa, 070-8644, Japan
| | - Shigetaka Yoshida
- Department of Functional Anatomy and Neuroscience, Asahikawa Medical University, Asahikawa, 078-8510, Japan
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