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Zhang H, Zhang H, Yang H, Shuid AN, Sandai D, Chen X. Machine learning-based integrated identification of predictive combined diagnostic biomarkers for endometriosis. Front Genet 2023; 14:1290036. [PMID: 38098472 PMCID: PMC10720908 DOI: 10.3389/fgene.2023.1290036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/10/2023] [Indexed: 12/17/2023] Open
Abstract
Background: Endometriosis (EM) is a common gynecological condition in women of reproductive age, with diverse causes and a not yet fully understood pathogenesis. Traditional diagnostics rely on single diagnostic biomarkers and does not integrate a variety of different biomarkers. This study introduces multiple machine learning techniques, enhancing the accuracy of predictive models. A novel diagnostic approach that combines various biomarkers provides a new clinical perspective for improving the diagnostic efficiency of endometriosis, holding significant potential for clinical application. Methods: In this study, GSE51981 was used as a test set, and 11 machine learning algorithms (Lasso, Stepglm, glmBoost, Support Vector Machine, Ridge, Enet, plsRglm, Random Forest, LDA, XGBoost, and NaiveBayes) were employed to construct 113 predictive models for endometriosis. The optimal model was determined based on the AUC values derived from various algorithms. These genes were then evaluated using nine machine learning algorithms (Random Forest, SVM, Gradient Boosting Machine, LASSO, XGB, NNET, Generalized Linear Model, KNN, and Decision Tree) to assess significance scores and identify diagnostic genes for each algorithm. The diagnostic value of these genes was further validated in external datasets from GSE7305, GSE11691, and GSE120103. Results: Analysis of the GSE51981 dataset revealed 62 DEGs. The Stepglm [Both] and plsRglm algorithms identified 30 genes with the most potential using the AUC evaluation. Subsequently, nine machine learning algorithms were applied to select diagnostic genes, leading to the identification of five key diagnostic genes using the LASSO algorithm. The ADAT1 gene exhibited the best single-gene predictive performance, with an AUC of 0.785. A combination of genes (FOS, EPHX1, DLGAP5, PCSK5, and ADAT1) achieves an AUC of 0.836 in the test dataset. Moreover, these genes consistently exhibited an AUC exceeding 0.78 in all validation datasets, demonstrating superior predictive performance. Furthermore, correlation analysis with immune infiltration strengthened their predictive value by demonstrating the close relationship of the diagnostic genes with immune infiltrating cells. Conclusion: A combination of biomarkers consisting of FOS, EPHX1, DLGAP5, PCSK5, and ADAT1 can serve as a diagnostic tool for endometriosis, enhancing diagnostic efficiency. The association of these genes with immune infiltrating cells reveals their potential role in the pathogenesis of endometriosis, providing new insights for early detection and treatment.
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Affiliation(s)
- Haolong Zhang
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Haoling Zhang
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Huadi Yang
- The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Ahmad Naqib Shuid
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Doblin Sandai
- Department of Community Health, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Xingbei Chen
- The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
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Ni L, Li P, Li M, Huang S, Dang N. SERPINB8 and furin regulate ITGAX expression and affect the proliferation and invasion of melanoma cells. Exp Dermatol 2023; 32:24-29. [PMID: 36134483 DOI: 10.1111/exd.14677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 09/14/2022] [Accepted: 09/18/2022] [Indexed: 01/12/2023]
Abstract
In the past 10 years, the systemic treatment of advanced melanoma has undergone tremendous changes through the development of targeted therapy. However, there is still a long way to go. This study aims to characterize the function and interaction of ITGAX, SERPINB8 and furin in BRAF V600E mutant melanoma. Differentially expressed genes related to BRAF V600E mutation and BRAFi treatment were obtained by analysing GSE141484 and GSE22838. two kinds of BRAFi (Vemurafenib, 10 μM; Dabrafenib, 1 μM) were used to treat A375 and 1205Lu cells, respectively. The expression of ITGAX, SERPINB8 and Furin in A375 and 1205Lu cells was down-regulated by specific siRNAs, and cell proliferation, clone formation and invasion were detected by CCK-8, colony formation and transwell assays. The physical binding of furin and SERPINB8 was detected by immunoprecipitation. BRAFi treatment down-regulated the ITGAX and SERPINB8 expression and did not change furin expression. Knockdown of ITGAX and SERPINB8 both inhibited the proliferation and invasion of A375 and 1205Lu cells. Knocking down SERPINB8 down-regulated the expression of ITGAX. Furin knockdown and inhibitors all up-regulated the protein level of ITGAX. SERPINB8 can physically bind to furin. In summary, SERPINB8 and furin regulate the expression of ITGAX in melanoma cells, and ITGAX significantly promotes the proliferation and invasion of melanoma cells.
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Affiliation(s)
- Li Ni
- Department of Dermatology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Pin Li
- Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Mingming Li
- Department of Dermatology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Shuhong Huang
- Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, China
- Institute of Basic Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Ningning Dang
- Department of Dermatology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
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He Z, Khatib AM, Creemers JWM. The proprotein convertase furin in cancer: more than an oncogene. Oncogene 2022; 41:1252-1262. [PMID: 34997216 DOI: 10.1038/s41388-021-02175-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/13/2021] [Accepted: 12/30/2021] [Indexed: 02/01/2023]
Abstract
Furin is the first discovered proprotein convertase member and is present in almost all mammalian cells. Therefore, by regulating the maturation of a wide range of proproteins, Furin expression and/or activity is involved in various physiological and pathophysiological processes ranging from embryonic development to carcinogenesis. Since many of these protein precursors are involved in initiating and maintaining the hallmarks of cancer, Furin has been proposed as a potential target for treating several human cancers. In contrast, other studies have revealed that some types of cancer do not benefit from Furin inhibition. Therefore, understanding the heterogeneous functions of Furin in cancer will provide important insights into the design of effective strategies targeting Furin in cancer treatment. Here, we present recent advances in understanding how Furin expression and activity are regulated in cancer cells and their influences on the activity of Furin substrates in carcinogenesis. Furthermore, we discuss how Furin represses tumorigenic properties of several cancer cells and why Furin inhibition leads to aggressive phenotypes in other tumors. Finally, we summarize the clinical applications of Furin inhibition in treating human cancers.
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Affiliation(s)
- Zongsheng He
- Department of Gastroenterology, Daping Hospital, Army Medical University, Chongqing, China
- Laboratory of Biochemical Neuroendocrinology, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Abdel-Majid Khatib
- INSERM, LAMC, UMR 1029, Allée Geoffroy St Hilaire, Pessac, France.
- Institut Bergoinié, Bordeaux, France.
| | - John W M Creemers
- Laboratory of Biochemical Neuroendocrinology, Department of Human Genetics, KU Leuven, Leuven, Belgium.
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4
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CDH2 mutation affecting N-cadherin function causes attention-deficit hyperactivity disorder in humans and mice. Nat Commun 2021; 12:6187. [PMID: 34702855 PMCID: PMC8548587 DOI: 10.1038/s41467-021-26426-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 09/29/2021] [Indexed: 11/20/2022] Open
Abstract
Attention-deficit hyperactivity disorder (ADHD) is a common childhood-onset psychiatric disorder characterized by inattention, impulsivity and hyperactivity. ADHD exhibits substantial heritability, with rare monogenic variants contributing to its pathogenesis. Here we demonstrate familial ADHD caused by a missense mutation in CDH2, which encodes the adhesion protein N-cadherin, known to play a significant role in synaptogenesis; the mutation affects maturation of the protein. In line with the human phenotype, CRISPR/Cas9-mutated knock-in mice harboring the human mutation in the mouse ortholog recapitulated core behavioral features of hyperactivity. Symptoms were modified by methylphenidate, the most commonly prescribed therapeutic for ADHD. The mutated mice exhibited impaired presynaptic vesicle clustering, attenuated evoked transmitter release and decreased spontaneous release. Specific downstream molecular pathways were affected in both the ventral midbrain and prefrontal cortex, with reduced tyrosine hydroxylase expression and dopamine levels. We thus delineate roles for CDH2-related pathways in the pathophysiology of ADHD. Molecular mechanisms of attention-deficit hyperactivity disorder (ADHD) are not fully understood. Here the authors demonstrate a mutation in CDH2, encoding N-cadherin, that is associated with ADHD, and in a mouse model, delineate molecular electrophysiological characteristics associated with this mutation.
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Abstract
The kexin-like proprotein convertases perform the initial proteolytic cleavages that ultimately generate a variety of different mature peptide and proteins, ranging from brain neuropeptides to endocrine peptide hormones, to structural proteins, among others. In this review, we present a general introduction to proprotein convertase structure and biochemistry, followed by a comprehensive discussion of each member of the kexin-like subfamily of proprotein convertases. We summarize current knowledge of human proprotein convertase insufficiency syndromes, including genome-wide analyses of convertase polymorphisms, and compare these to convertase null and mutant mouse models. These mouse models have illuminated our understanding of the roles specific convertases play in human disease and have led to the identification of convertase-specific substrates; for example, the identification of procorin as a specific PACE4 substrate in the heart. We also discuss the limitations of mouse null models in interpreting human disease, such as differential precursor cleavage due to species-specific sequence differences, and the challenges presented by functional redundancy among convertases in attempting to assign specific cleavages and/or physiological roles. However, in most cases, knockout mouse models have added substantively both to our knowledge of diseases caused by human proprotein convertase insufficiency and to our appreciation of their normal physiological roles, as clearly seen in the case of the furin, proprotein convertase 1/3, and proprotein convertase 5/6 mouse models. The creation of more sophisticated mouse models with tissue- or temporally-restricted expression of specific convertases will improve our understanding of human proprotein convertase insufficiency and potentially provide support for the emerging concept of therapeutic inhibition of convertases.
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Affiliation(s)
- Manita Shakya
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Iris Lindberg
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, USA
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6
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Herrera A, Menendez A, Torroba B, Ochoa A, Pons S. Dbnl and β-catenin promote pro-N-cadherin processing to maintain apico-basal polarity. J Cell Biol 2021; 220:212044. [PMID: 33939796 PMCID: PMC8097490 DOI: 10.1083/jcb.202007055] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 02/15/2021] [Accepted: 03/15/2021] [Indexed: 12/30/2022] Open
Abstract
The neural tube forms when neural stem cells arrange into a pseudostratified, single-cell–layered epithelium, with a marked apico-basal polarity, and in which adherens junctions (AJs) concentrate in the subapical domain. We previously reported that sustained β-catenin expression promotes the formation of enlarged apical complexes (ACs), enhancing apico-basal polarity, although the mechanism through which this occurs remained unclear. Here, we show that β-catenin interacts with phosphorylated pro-N-cadherin early in its transit through the Golgi apparatus, promoting propeptide excision and the final maturation of N-cadherin. We describe a new β-catenin–dependent interaction of N-cadherin with Drebrin-like (Dbnl), an actin-binding protein that is involved in anterograde Golgi trafficking of proteins. Notably, Dbnl knockdown led to pro-N-cadherin accumulation and limited AJ formation. In brief, we demonstrate that Dbnl and β-catenin assist in the maturation of pro-N-cadherin, which is critical for AJ formation and for the recruitment AC components like aPKC and, consequently, for the maintenance of apico-basal polarity.
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Affiliation(s)
- Antonio Herrera
- Instituto de Biología Molecular de Barcelona, Parc Científic de Barcelona, Barcelona, Spain
| | - Anghara Menendez
- Instituto de Biología Molecular de Barcelona, Parc Científic de Barcelona, Barcelona, Spain
| | - Blanca Torroba
- Instituto de Biología Molecular de Barcelona, Parc Científic de Barcelona, Barcelona, Spain
| | - Andrea Ochoa
- Instituto de Biología Molecular de Barcelona, Parc Científic de Barcelona, Barcelona, Spain
| | - Sebastián Pons
- Instituto de Biología Molecular de Barcelona, Parc Científic de Barcelona, Barcelona, Spain
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7
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Di Natale C, La Manna S, De Benedictis I, Brandi P, Marasco D. Perspectives in Peptide-Based Vaccination Strategies for Syndrome Coronavirus 2 Pandemic. Front Pharmacol 2020; 11:578382. [PMID: 33343349 PMCID: PMC7744882 DOI: 10.3389/fphar.2020.578382] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 10/09/2020] [Indexed: 01/08/2023] Open
Abstract
At the end of December 2019, an epidemic form of respiratory tract infection now named COVID-19 emerged in Wuhan, China. It is caused by a newly identified viral pathogen, the severe acute respiratory syndrome coronavirus (SARS-CoV-2), which can cause severe pneumonia and acute respiratory distress syndrome. On January 30, 2020, due to the rapid spread of infection, COVID-19 was declared as a global health emergency by the World Health Organization. Coronaviruses are enveloped RNA viruses belonging to the family of Coronaviridae, which are able to infect birds, humans and other mammals. The majority of human coronavirus infections are mild although already in 2003 and in 2012, the epidemics of SARS-CoV and Middle East Respiratory Syndrome coronavirus (MERS-CoV), respectively, were characterized by a high mortality rate. In this regard, many efforts have been made to develop therapeutic strategies against human CoV infections but, unfortunately, drug candidates have shown efficacy only into in vitro studies, limiting their use against COVID-19 infection. Actually, no treatment has been approved in humans against SARS-CoV-2, and therefore there is an urgent need of a suitable vaccine to tackle this health issue. However, the puzzled scenario of biological features of the virus and its interaction with human immune response, represent a challenge for vaccine development. As expected, in hundreds of research laboratories there is a running out of breath to explore different strategies to obtain a safe and quickly spreadable vaccine; and among others, the peptide-based approach represents a turning point as peptides have demonstrated unique features of selectivity and specificity toward specific targets. Peptide-based vaccines imply the identification of different epitopes both on human cells and virus capsid and the design of peptide/peptidomimetics able to counteract the primary host-pathogen interaction, in order to induce a specific host immune response. SARS-CoV-2 immunogenic regions are mainly distributed, as well as for other coronaviruses, across structural areas such as spike, envelope, membrane or nucleocapsid proteins. Herein, we aim to highlight the molecular basis of the infection and recent peptide-based vaccines strategies to fight the COVID-19 pandemic including their delivery systems.
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Affiliation(s)
- Concetta Di Natale
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Center for Advanced Biomaterial for Health Care (CABHC), Istituto Italiano Di Tecnologia, Naples, Italy
- Interdisciplinary Research Centre on Biomaterials (CRIB) and Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale, University of Naples Federico II, Naples, Italy
| | - Sara La Manna
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | | | - Paola Brandi
- Centro Nacional De Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain
| | - Daniela Marasco
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
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Morosin SK, Delforce SJ, Lumbers ER, Pringle KG. Cleavage of the soluble (pro)renin receptor (sATP6AP2) in the placenta. Placenta 2020; 101:49-56. [PMID: 32920451 DOI: 10.1016/j.placenta.2020.08.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/30/2020] [Accepted: 08/20/2020] [Indexed: 02/08/2023]
Abstract
INTRODUCTION The (pro)renin receptor (ATP6AP2) is cleaved and released as soluble ATP6AP2 (sATP6AP2). The sATP6AP2 is detected in plasma and urine and is elevated in women with gestational diabetes and preeclampsia. The source and cleavage pathway of sATP6AP2 in pregnancy is unknown. The syncytiotrophoblast is the major placental secretory layer and is in direct contact with maternal blood. Both FURIN and Site 1 protease (MBTPS1) cleave sATP6AP2 in non-placental cells. We postulated that ATP6AP2 was cleaved by FURIN and/or MBTPS1 and that sATP6AP2 is secreted by the placental syncytiotrophoblast. METHODS Term primary trophoblast cells were transfected with FURIN siRNA, negative control siRNA or vehicle. In a separate experiment, primary trophoblasts were treated with a pro-protein convertase inhibitor (DEC-RVKR-CMK), an MBTPS1 inhibitor (PF 429242) or vehicle. Trophoblasts were left to spontaneously syncytialise before cells and supernatants were collected and intracellular and extracellular sATP6AP2 levels analysed by immunoblot. RESULTS sATP6AP2 is secreted by placental trophoblasts. Levels of intra and extra-cellular sATP6AP2 decrease with syncytialisation (P = 0.01 and P = 0.02, respectively), as do FURIN mRNA (P = 0.0003) and protein (P = 0.0007). FURIN siRNA decreased FURIN mRNA and protein levels (both P < 0.0001). Neither FURIN siRNA or PF 429242 affected sATP6AP2 levels. DEC-RVKR-CMK significantly decreased extracellular sATP6AP2 protein levels (P = 0.02). DISCUSSION Soluble ATP6AP2 is secreted by placental trophoblasts and levels decrease with syncytialisation. DEC-RVKR-CMK, a broad inhibitor of pro-protein convertases reduced extracellular sATP6AP2 levels, but FURIN siRNA and MBTPS1 inhibition had no effect. Hence, a convertase other than FURIN or MBTPS1 is most likely responsible for placental sATP6AP2 secretion.
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Affiliation(s)
- Saije K Morosin
- School of Biomedical Sciences and Pharmacy, Priority Research Centre for Reproductive Science, Pregnancy and Reproduction Program, Hunter Medical Research Institute, University of Newcastle, Newcastle, 2300, New South Wales, Australia
| | - Sarah J Delforce
- School of Biomedical Sciences and Pharmacy, Priority Research Centre for Reproductive Science, Pregnancy and Reproduction Program, Hunter Medical Research Institute, University of Newcastle, Newcastle, 2300, New South Wales, Australia
| | - Eugenie R Lumbers
- School of Biomedical Sciences and Pharmacy, Priority Research Centre for Reproductive Science, Pregnancy and Reproduction Program, Hunter Medical Research Institute, University of Newcastle, Newcastle, 2300, New South Wales, Australia
| | - Kirsty G Pringle
- School of Biomedical Sciences and Pharmacy, Priority Research Centre for Reproductive Science, Pregnancy and Reproduction Program, Hunter Medical Research Institute, University of Newcastle, Newcastle, 2300, New South Wales, Australia.
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Rotunno MS, Lane M, Zhang W, Wolf P, Oliva P, Viel C, Wills AM, Alcalay RN, Scherzer CR, Shihabuddin LS, Zhang K, Sardi SP. Cerebrospinal fluid proteomics implicates the granin family in Parkinson's disease. Sci Rep 2020; 10:2479. [PMID: 32051502 PMCID: PMC7015906 DOI: 10.1038/s41598-020-59414-4] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 01/24/2020] [Indexed: 12/25/2022] Open
Abstract
Parkinson's disease, the most common age-related movement disorder, is a progressive neurodegenerative disease with unclear etiology. Better understanding of the underlying disease mechanism(s) is an urgent need for the development of disease-modifying therapeutics. Limited studies have been performed in large patient cohorts to identify protein alterations in cerebrospinal fluid (CSF), a proximal site to pathology. We set out to identify disease-relevant protein changes in CSF to gain insights into the etiology of Parkinson's disease and potentially assist in disease biomarker identification. In this study, we used liquid chromatography-tandem mass spectrometry in data-independent acquisition (DIA) mode to identify Parkinson's-relevant biomarkers in cerebrospinal fluid. We quantified 341 protein groups in two independent cohorts (n = 196) and a longitudinal cohort (n = 105 samples, representing 40 patients) consisting of Parkinson's disease and healthy control samples from three different sources. A first cohort of 53 Parkinson's disease and 72 control samples was analyzed, identifying 53 proteins with significant changes (p < 0.05) in Parkinson's disease relative to healthy control. We established a biomarker signature and multiple protein ratios that differentiate Parkinson's disease from healthy controls and validated these results in an independent cohort. The second cohort included 28 Parkinson's disease and 43 control samples. Independent analysis of these samples identified 41 proteins with significant changes. Evaluation of the overlapping changes between the two cohorts identified 13 proteins with consistent and significant changes (p < 0.05). Importantly, we found the extended granin family proteins as reduced in disease, suggesting a potential common mechanism for the biological reduction in monoamine neurotransmission in Parkinson's patients. Our study identifies several novel protein changes in Parkinson's disease cerebrospinal fluid that may be exploited for understanding etiology of disease and for biomarker development.
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Affiliation(s)
- Melissa S Rotunno
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Inc., Framingham, MA, 01701, USA.,Biomarkers and Bioanalytics, Translational Sciences, Sanofi, Inc., Framingham, MA, 01701, USA
| | - Monica Lane
- Biomarkers and Bioanalytics, Translational Sciences, Sanofi, Inc., Framingham, MA, 01701, USA
| | - Wenfei Zhang
- Translational Medicine, Sanofi, Inc., Framingham, MA, 01701, USA
| | - Pavlina Wolf
- Biomarkers and Bioanalytics, Translational Sciences, Sanofi, Inc., Framingham, MA, 01701, USA.,Editas Medicine, Cambridge, MA, 02141, USA
| | - Petra Oliva
- Biomarkers and Bioanalytics, Translational Sciences, Sanofi, Inc., Framingham, MA, 01701, USA.,ARCHIMED Life Sciences GmbH, Leberstraße 20/2, 1110, Vienna, Austria
| | - Catherine Viel
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Inc., Framingham, MA, 01701, USA
| | - Anne-Marie Wills
- Department of Neurology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Roy N Alcalay
- Department of Neurology, Columbia University, New York, NY, 10032-3784, USA
| | - Clemens R Scherzer
- Precision Neurology Program, Harvard Medical School, Brigham & Women's Hospital, Boston, MA, 02115, USA.,Department of Neurology, Massachusetts General Hospital, Boston, MA, 02114, USA.,APDA Center for Advance Parkinson Research, Harvard Medical School, Brigham & Women's Hospital, Boston, MA, 02115, USA
| | - Lamya S Shihabuddin
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Inc., Framingham, MA, 01701, USA
| | - Kate Zhang
- Biomarkers and Bioanalytics, Translational Sciences, Sanofi, Inc., Framingham, MA, 01701, USA.,Editas Medicine, Cambridge, MA, 02141, USA
| | - S Pablo Sardi
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Inc., Framingham, MA, 01701, USA.
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Pathogenetic gene changes of eutopic endometrium in patients with ovarian endometriosis. Chin Med J (Engl) 2019; 132:1107-1109. [PMID: 30882467 PMCID: PMC6595869 DOI: 10.1097/cm9.0000000000000195] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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Izaguirre G, Arciniega M, Quezada AG. Specific and Selective Inhibitors of Proprotein Convertases Engineered by Transferring Serpin B8 Reactive-Site and Exosite Determinants of Reactivity to the Serpin α1PDX. Biochemistry 2019; 58:1679-1688. [PMID: 30848586 DOI: 10.1021/acs.biochem.8b01295] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The molecular determinants of substrate specificity and selectivity in the proprotein convertase (PC) family of proteases are poorly understood. Here we demonstrate that the natural serpin family inhibitor, serpin B8, is a specific and selective inhibitor of furin relative to the other PCs of the constitutive protein secretion pathway, PC4, PC5, PACE4, and PC7 (PC4-PC7, respectively), and identify reactive-site (P6-P5' residues) and exosite elements of the serpin that contribute to this specificity and selectivity through studies of chimeras of serpin B8 and α1PDX, an engineered serpin inhibitor of furin. Kinetic studies revealed that the specificity and selectivity of the serpin chimeras for inhibiting PCs were determined by P6-P5 and P3-P2 residue-dependent recognition of the P4Arg-X-X-P1Arg PC consensus sequence and exosite-dependent recognition of the reactive loop P2' residue of the chimeras by the PCs. Both productive and nonproductive binding of the chimeras to PC4-PC7 but not to furin contributed to a decreased specificity for inhibiting PC4-PC7 and an increased selectivity for inhibiting furin. Molecular dynamics simulations suggested that nonproductive binding of the chimeras to the PCs was correlated with a greater conformational variability of the catalytic sites of PC4-PC7 relative to that of furin. Our findings suggest a new approach for designing selective inhibitors of PCs using α1PDX as a scaffold, as evidenced by our ability to engineer highly specific and selective inhibitors of furin and PC4-PC7.
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Affiliation(s)
- Gonzalo Izaguirre
- Department of Periodontics, College of Dentistry , University of Illinois at Chicago , Chicago , Illinois 60612 , United States
| | - Marcelino Arciniega
- Department of Biochemistry and Structural Biology, Institute of Cellular Physiology , National Autonomous University of Mexico , Mexico City 04510 , Mexico
| | - Andrea G Quezada
- Department of Biochemistry and Structural Biology, Institute of Cellular Physiology , National Autonomous University of Mexico , Mexico City 04510 , Mexico
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12
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Xiong Y, Liu L, Zhu S, Zhang B, Qin Y, Yao R, Zhou H, Gao DS. Precursor N-cadherin mediates glial cell line-derived neurotrophic factor-promoted human malignant glioma. Oncotarget 2018; 8:24902-24914. [PMID: 28212546 PMCID: PMC5421898 DOI: 10.18632/oncotarget.15302] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 01/19/2017] [Indexed: 12/02/2022] Open
Abstract
As the most prevalent primary brain tumor, gliomas are highly metastatic, invasive and are characteristic of high levels of glial cell-line derived neurotrophic factor (GDNF). GDNF is an important factor for invasive glioma cell growth; however, the underlying mechanism involved is unclear. In this study, we affirm a significantly higher expression of the precursor of N-cadherin (proN-cadherin) in most gliomas compared with normal brain tissues. Our findings reveal that GDNF interacts with the extracellular domain of proN-cadherin, which suggests that proN-cadherin mediates GDNF-induced glioma cell migration and invasion. We hypothesize that proN-cadherin might cause homotypic adhesion loss within neighboring cells and at the same time promote heterotypic adhesion within the extracellular matrix (ECM) through a certain mechanism. This study also demonstrates that the interaction between GDNF and proN-cadherin activates specific intracellular signaling pathways; furthermore, GDNF promoted the secretion of matrix metalloproteinase-9 (MMP-9), which degrades the ECM via proN-cadherin. To reach the future goal of developing novel therapies of glioma, this study, reveals a unique mechanism of glioma cell migration and invasion.
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Affiliation(s)
- Ye Xiong
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Liyun Liu
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Shuang Zhu
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Baole Zhang
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Yuxia Qin
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Ruiqin Yao
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Hao Zhou
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Food and Environmental, Dalian University of Technology, Panjin Campus, Panjin 124221, China
| | - Dian Shuai Gao
- Department of Neurobiology and Anatomy, Xuzhou Key Laboratory of Neurobiology, Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
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13
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Bajikar SS, Wang CC, Borten MA, Pereira EJ, Atkins KA, Janes KA. Tumor-Suppressor Inactivation of GDF11 Occurs by Precursor Sequestration in Triple-Negative Breast Cancer. Dev Cell 2017; 43:418-435.e13. [PMID: 29161592 DOI: 10.1016/j.devcel.2017.10.027] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2016] [Revised: 09/18/2017] [Accepted: 10/25/2017] [Indexed: 12/18/2022]
Abstract
Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous carcinoma in which various tumor-suppressor genes are lost by mutation, deletion, or silencing. Here we report a tumor-suppressive mode of action for growth-differentiation factor 11 (GDF11) and an unusual mechanism of its inactivation in TNBC. GDF11 promotes an epithelial, anti-invasive phenotype in 3D triple-negative cultures and intraductal xenografts by sustaining expression of E-cadherin and inhibitor of differentiation 2 (ID2). Surprisingly, clinical TNBCs retain the GDF11 locus and expression of the protein itself. GDF11 bioactivity is instead lost because of deficiencies in its convertase, proprotein convertase subtilisin/kexin type 5 (PCSK5), causing inactive GDF11 precursor to accumulate intracellularly. PCSK5 reconstitution mobilizes the latent TNBC reservoir of GDF11 in vitro and suppresses triple-negative mammary cancer metastasis to the lung of syngeneic hosts. Intracellular GDF11 retention adds to the concept of tumor-suppressor inactivation and reveals a cell-biological vulnerability for TNBCs lacking therapeutically actionable mutations.
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Affiliation(s)
- Sameer S Bajikar
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Chun-Chao Wang
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA; Institute of Molecular Medicine & Department of Medical Science, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Michael A Borten
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Elizabeth J Pereira
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Kristen A Atkins
- Department of Pathology, University of Virginia, Charlottesville, VA 22908, USA
| | - Kevin A Janes
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA.
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14
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Jaaks P, Bernasconi M. The proprotein convertase furin in tumour progression. Int J Cancer 2017; 141:654-663. [PMID: 28369813 DOI: 10.1002/ijc.30714] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Revised: 03/06/2017] [Accepted: 03/23/2017] [Indexed: 01/17/2023]
Abstract
Proprotein convertases are proteases that have been implicated in the activation of a wide variety of proteins. These proteins are generally synthesised as precursor proteins and require limited proteolysis for conversion into their mature bioactive counterparts. Many of these proteins, including metalloproteases, growth factors and their receptors or adhesion molecules, have been shown to facilitate tumour formation and progression. Hence, this review will focus on the proprotein convertase furin and its role in cancer. The expression of furin has been confirmed in a large spectrum of cancers such as head and neck squamous cell carcinoma, breast cancer and rhabdomyosarcoma. Functional studies modulating furin activity uncovered its importance for the processing of many cancer-related substrates and strongly indicate that high furin activity promotes the malignant phenotype of cancer cells. In this review, we summarise the expression and function of furin in different cancer types, discuss its role in processing cancer-related proproteins and give examples of potential therapeutic approaches that take advantage of the proteolytic activity of furin in cancer cells.
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Affiliation(s)
- Patricia Jaaks
- Department of Oncology, University Children's Hospital Zurich, Zurich, Switzerland.,Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Michele Bernasconi
- Department of Oncology, University Children's Hospital Zurich, Zurich, Switzerland.,Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
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15
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Zhang Y, Zhou M, Wei H, Zhou H, He J, Lu Y, Wang D, Chen B, Zeng J, Peng W, Du F, Gong A, Xu M. Furin promotes epithelial-mesenchymal transition in pancreatic cancer cells via Hippo-YAP pathway. Int J Oncol 2017; 50:1352-1362. [PMID: 28259973 DOI: 10.3892/ijo.2017.3896] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 02/20/2017] [Indexed: 11/06/2022] Open
Abstract
Furin, a well-characterized proprotein convertase, plays an important role in many diseases and links to tumor metastasis. However, the role of furin in pancreatic cancer progression remains to be elucidated. In the present study, we found that furin promotes the growth and the epithelial-mesenchymal transition (EMT) of pancreatic cancer cells. First, we found that furin knockdown significantly inhibited proliferation, invasion and migration in BxPC3 and SW1990 cells, while furin overexpression promoted the above behavior in PANC1 and PaTu8988 cells. Further evidence revealed that furin knockdown resulted in the upregulation of E-cadherin (epithelial marker), and the downregulation of N-cadherin and Vimentin (mesenchymal markers) in BxPC3 and SW1990 cells, whereas furin overexpression remarkably led to the opposite effects in PANC1 and PaTu8988 cells. Furthermore, our data showed that Furin knockdown, furin inhibitor D6R or overexpression significantly affected YAP phosphoration level and total YAP protein level, indicating that furin was involved in Hippo-YAP pathway. It is suggested that furin promotes epithelial-mesenchymal transition in pancreatic cancer cells probably via Hippo-YAP pathway and may be a potential target for anti-pancreatic cancer.
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Affiliation(s)
- Youli Zhang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Meng Zhou
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Hong Wei
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Hailang Zhou
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Junbo He
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Ying Lu
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Dawei Wang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Baoding Chen
- Department of Ultrasound Diagnosis, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Jian Zeng
- Department of Cell Biology, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Wanxin Peng
- Department of Cell Biology, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Fengyi Du
- Department of Cell Biology, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Aihua Gong
- Department of Cell Biology, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
| | - Min Xu
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, Jiangsu, P.R. China
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16
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Bessonnard S, Mesnard D, Constam DB. PC7 and the related proteases Furin and Pace4 regulate E-cadherin function during blastocyst formation. J Cell Biol 2015; 210:1185-97. [PMID: 26416966 PMCID: PMC4586756 DOI: 10.1083/jcb.201503042] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Targeted deletion of PC7 and the related proprotein convertases Furin and Pace4, combined with live imaging of their activities, unmasks their overlapping and complementary functions in morula compaction and ICM formation in mouse blastocysts and in E-cadherin precursor processing. The first cell differentiation in mammalian embryos segregates polarized trophectoderm cells from an apolar inner cell mass (ICM). This lineage decision is specified in compacted morulae by cell polarization and adhesion acting on the Yes-associated protein in the Hippo signaling pathway, but the regulatory mechanisms are unclear. We show that morula compaction and ICM formation depend on PC7 and the related proprotein convertases (PCs) Furin and Pace4 and that these proteases jointly regulate cell–cell adhesion mediated by E-cadherin processing. We also mapped the spatiotemporal activity profiles of these proteases by live imaging of a transgenic reporter substrate in wild-type and PC mutant embryos. Differential inhibition by a common inhibitor revealed that all three PCs are active in inner and outer cells, but in partially nonoverlapping compartments. E-cadherin processing by multiple PCs emerges as a novel mechanism to modulate cell–cell adhesion and fate allocation.
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Affiliation(s)
- Sylvain Bessonnard
- Swiss Federal Institute of Technology in Lausanne, School of Life Sciences, Swiss Institute for Experimental Cancer Research, 1015 Lausanne, Switzerland
| | - Daniel Mesnard
- Swiss Federal Institute of Technology in Lausanne, School of Life Sciences, Swiss Institute for Experimental Cancer Research, 1015 Lausanne, Switzerland
| | - Daniel B Constam
- Swiss Federal Institute of Technology in Lausanne, School of Life Sciences, Swiss Institute for Experimental Cancer Research, 1015 Lausanne, Switzerland
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17
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Cancer subclonal genetic architecture as a key to personalized medicine. Neoplasia 2014; 15:1410-20. [PMID: 24403863 DOI: 10.1593/neo.131972] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Revised: 12/03/2013] [Accepted: 12/03/2013] [Indexed: 02/08/2023] Open
Abstract
The future of personalized oncological therapy will likely rely on evidence-based medicine to integrate all of the available evidence to delineate the most efficacious treatment option for the patient. To undertake evidence-based medicine through use of targeted therapy regimens, identification of the specific underlying causative mutation(s) driving growth and progression of a patient's tumor is imperative. Although molecular subtyping is important for planning and treatment, intraclonal genetic diversity has been recently highlighted as having significant implications for biopsy-based prognosis. Overall, delineation of the clonal architecture of a patient's cancer and how this will impact on the selection of the most efficacious therapy remain a topic of intense interest.
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18
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Sadeqzadeh E, de Bock CE, Wojtalewicz N, Holt JE, Smith ND, Dun MD, Schwarte-Waldhoff I, Thorne RF. Furin processing dictates ectodomain shedding of human FAT1 cadherin. Exp Cell Res 2014; 323:41-55. [PMID: 24560745 DOI: 10.1016/j.yexcr.2014.02.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2013] [Revised: 01/09/2014] [Accepted: 02/04/2014] [Indexed: 10/25/2022]
Abstract
Fat1 is a single pass transmembrane protein and the largest member of the cadherin superfamily. Mouse knockout models and in vitro studies have suggested that Fat1 influences cell polarity and motility. Fat1 is also an upstream regulator of the Hippo pathway, at least in lower vertebrates, and hence may play a role in growth control. In previous work we have established that FAT1 cadherin is initially cleaved by proprotein convertases to form a noncovalently linked heterodimer prior to expression on the cell surface. Such processing was not a requirement for cell surface expression, since melanoma cells expressed both unprocessed FAT1 and the heterodimer on the cell surface. Here we further establish that the site 1 (S1) cleavage step to promote FAT1 heterodimerisation is catalysed by furin and we identify the cleavage site utilised. For a number of other transmembrane receptors that undergo heterodimerisation the S1 processing step is thought to occur constitutively but the functional significance of heterodimerisation has been controversial. It has also been generally unclear as to the significance of receptor heterodimerisation with respect to subsequent post-translational proteolysis that often occurs in transmembrane proteins. Exploiting the partial deficiency of FAT1 processing in melanoma cells together with furin-deficient LoVo cells, we manipulated furin expression to demonstrate that only the heterodimer form of FAT1 is subject to cleavage and subsequent release of the extracellular domain. This work establishes S1-processing as a clear functional prerequisite for ectodomain shedding of FAT1 with general implications for the shedding of other transmembrane receptors.
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Affiliation(s)
- Elham Sadeqzadeh
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW 2308, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia
| | - Charles E de Bock
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW 2308, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia
| | - Natalie Wojtalewicz
- Department of Internal Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Janet E Holt
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Nathan D Smith
- ABRF, Research Services, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Matthew D Dun
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW 2308, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia; Hunter Translational Cancer Research Unit, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW 2308, Australia
| | | | - Rick F Thorne
- Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia; Hunter Translational Cancer Research Unit, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW 2308, Australia; School of Environmental & Life Sciences, University of Newcastle, Callaghan, New South Wales, Australia.
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19
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Enhanced UV-induced skin carcinogenesis in transgenic mice overexpressing proprotein convertases. Neoplasia 2013; 15:169-79. [PMID: 23441131 DOI: 10.1593/neo.121846] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2012] [Revised: 12/03/2012] [Accepted: 12/07/2012] [Indexed: 02/01/2023] Open
Abstract
The proprotein convertases (PCs) furin and PACE4 process numerous substrates involved in tumor growth, invasion, and metastasis. We have previously shown that PCs increase the susceptibility to chemical skin carcinogenesis. Because of the human relevancy of UV radiation in the etiopathogenesis of human skin cancer, we investigated whether or not transgenic mice overexpressing either furin alone or both furin and PACE4 show increased susceptibility to UV carcinogenesis. After backcrossing our previously described furin and PACE4 transgenic lines, targeted to the epidermis, into a SKH-1 background, we exposed both single and double transgenic mice to UV radiation for 34 weeks. The results showed an increase in squamous cell carcinoma (SCC) multiplicity of approximately 70% in the single furin transgenic mouse line SF47 (P < .002) and a 30% increase in the other single transgenic line SF49 when compared to wild-type (WT) SKH-1 mice. Interestingly, there was also an increase in the percentage of high histologic grade SCCs in the transgenic lines compared to the WT mice, i.e., WT = 9%, SF47 = 15%, and SF49 = 26% (P < .02). Targeting both furin and PACE4 to the epidermis in double transgenic mice did not have an additive effect on tumor incidence/multiplicity but did enhance the tumor histopathologic grade, i.e., a significant increase in higher grade SCCs was seen in the bigenic mouse line SPF47 (P < .02). Thus, we observed an increased susceptibility to UV in single furin transgenic mice that was not substantially enhanced in the double furin/PACE4 transgenic mice.
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20
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Overcoming intratumor heterogeneity of polygenic cancer drug resistance with improved biomarker integration. Neoplasia 2013; 14:1278-89. [PMID: 23308059 DOI: 10.1593/neo.122096] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 12/11/2012] [Accepted: 12/11/2012] [Indexed: 12/14/2022] Open
Abstract
Improvements in technology and resources are helping to advance our understanding of cancer-initiating events as well as factors involved with tumor progression, adaptation, and evasion of therapy. Tumors are well known to contain diverse cell populations and intratumor heterogeneity affords neoplasms with a diverse set of biologic characteristics that can be used to evolve and adapt. Intratumor heterogeneity has emerged as a major hindrance to improving cancer patient care. Polygenic cancer drug resistance necessitates reconsidering drug designs to include polypharmacology in pursuit of novel combinatorial agents having multitarget activity to overcome the diverse and compensatory signaling pathways in which cancer cells use to survive and evade therapy. Advances will require integration of different biomarkers such as genomics and imaging to provide for more adequate elucidation of the spatially varying location, type, and extent of diverse intratumor signaling molecules to provide for a rationale-based personalized cancer medicine strategy.
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21
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Seidah NG, Sadr MS, Chrétien M, Mbikay M. The multifaceted proprotein convertases: their unique, redundant, complementary, and opposite functions. J Biol Chem 2013; 288:21473-81. [PMID: 23775089 DOI: 10.1074/jbc.r113.481549] [Citation(s) in RCA: 139] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The secretory proprotein convertase (PC) family comprises nine members: PC1/3, PC2, furin, PC4, PC5/6, PACE4, PC7, SKI-1/S1P, and PCSK9. The first seven PCs cleave their substrates at single or paired basic residues, and SKI-1/S1P cleaves its substrates at non-basic residues in the Golgi. PCSK9 cleaves itself once, and the secreted inactive protease escorts specific receptors for lysosomal degradation. It regulates the levels of circulating LDL cholesterol and is considered a major therapeutic target in phase III clinical trials. In vivo, PCs exhibit unique and often essential functions during development and/or in adulthood, but certain convertases also exhibit complementary, redundant, or opposite functions.
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Affiliation(s)
- Nabil G Seidah
- Laboratory of Biochemical Neuroendocrinology, Clinical Research Institute of Montreal (IRCM, affiliated with the University of Montreal), Montreal, Quebec H2W 1R7, Canada.
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