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Grass GD, Ercan D, Obermayer AN, Shaw T, Stewart PA, Chahoud J, Dhillon J, Lopez A, Johnstone PAS, Rogatto SR, Spiess PE, Eschrich SA. An Assessment of the Penile Squamous Cell Carcinoma Surfaceome for Biomarker and Therapeutic Target Discovery. Cancers (Basel) 2023; 15:3636. [PMID: 37509297 PMCID: PMC10377392 DOI: 10.3390/cancers15143636] [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: 06/01/2023] [Revised: 07/01/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023] Open
Abstract
Penile squamous cell carcinoma (PSCC) is a rare malignancy in most parts of the world and the underlying mechanisms of this disease have not been fully investigated. About 30-50% of cases are associated with high-risk human papillomavirus (HPV) infection, which may have prognostic value. When PSCC becomes resistant to upfront therapies there are limited options, thus further research is needed in this venue. The extracellular domain-facing protein profile on the cell surface (i.e., the surfaceome) is a key area for biomarker and drug target discovery. This research employs computational methods combined with cell line translatomic (n = 5) and RNA-seq transcriptomic data from patient-derived tumors (n = 18) to characterize the PSCC surfaceome, evaluate the composition dependency on HPV infection, and explore the prognostic impact of identified surfaceome candidates. Immunohistochemistry (IHC) was used to validate the localization of select surfaceome markers. This analysis characterized a diverse surfaceome within patient tumors with 25% and 18% of the surfaceome represented by the functional classes of receptors and transporters, respectively. Significant differences in protein classes were noted by HPV status, with the most change being seen in transporter proteins (25%). IHC confirmed the robust surface expression of select surfaceome targets in the top 85% of expression and a superfamily immunoglobulin protein called BSG/CD147 was prognostic of survival. This study provides the first description of the PSCC surfaceome and its relation to HPV infection and sets a foundation for novel biomarker and drug target discovery in this rare cancer.
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Affiliation(s)
- George Daniel Grass
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Dalia Ercan
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Alyssa N Obermayer
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Timothy Shaw
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Paul A Stewart
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Jad Chahoud
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Jasreman Dhillon
- Department of Anatomic Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Alex Lopez
- Department of Anatomic Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Peter A S Johnstone
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Silvia Regina Rogatto
- Department of Clinical Genetics, University Hospital of Southern Denmark-Vejle, Beriderbakken 4, 7100 Vejle, Denmark
| | - Philippe E Spiess
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Steven A Eschrich
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
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Cury SS, Kuasne H, Souza JDS, Muñoz JJM, da Silva JP, Lopes A, Scapulatempo-Neto C, Faria EF, Delaissé JM, Marchi FA, Rogatto SR. Interplay Between Immune and Cancer-Associated Fibroblasts: A Path to Target Metalloproteinases in Penile Cancer. Front Oncol 2022; 12:935093. [PMID: 35928876 PMCID: PMC9343588 DOI: 10.3389/fonc.2022.935093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 05/30/2022] [Indexed: 11/13/2022] Open
Abstract
Extracellular matrix (ECM) remodeling and inflammation have been reported in penile carcinomas (PeCa). However, the cell types and cellular crosstalk involved in PeCa are unexplored. We aimed to characterize the complexity of cells and pathways involved in the tumor microenvironment (TME) in PeCa and propose target molecules associated with the TME. We first investigated the prognostic impact of cell types with a secretory profile to identify drug targets that modulate TME-enriched cells. The secretome analysis using the PeCa transcriptome revealed the enrichment of inflammation and extracellular matrix pathways. Twenty-three secreted factors were upregulated, mainly collagens and matrix metalloproteinases (MMPs). The deregulation of collagens and MMPs was confirmed by Quantitative reverse transcription - polymerase chain reaction (RT-qPCR). Further, the deconvolution method (digital cytometry) of the bulk samples revealed a high proportion of macrophages and dendritic cells (DCs) and B cells. Increased DCs and B cells were associated with better survival. A high proportion of cancer-associated fibroblasts (CAFs) was observed in low-survival patients. Patients with increased CAFs had decreased immune cell proportions. The treatment with the MMP inhibitor GM6001 in CAF cells derived from PeCa resulted in altered cell viability. We reported a crosstalk between immune cells and CAFs, and the proportion of these cell populations was associated with prognosis. We demonstrate that a drug targeting MMPs modulates CAFs, expanding the therapeutic options of PeCa.
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Affiliation(s)
- Sarah Santiloni Cury
- Department of Clinical Genetics, University Hospital of Southern Denmark, Vejle, Denmark
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Department of Structural and Functional Biology, São Paulo State University (UNESP), Botucatu, Brazil
| | - Hellen Kuasne
- Department of Clinical Genetics, University Hospital of Southern Denmark, Vejle, Denmark
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montreal, QC, Canada
- International Research Center (CIPE), A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Jeferson dos Santos Souza
- Department of Structural and Functional Biology, São Paulo State University (UNESP), Botucatu, Brazil
| | - Juan Jose Moyano Muñoz
- International Research Center (CIPE), A. C. Camargo Cancer Center, São Paulo, Brazil
- Universidad Señor de Sipán, Chiclayo, Peru
| | | | - Ademar Lopes
- Pelvic Surgery Department, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - Cristovam Scapulatempo-Neto
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
- Department of Pathology, Diagnósticos da América - DASA, Barueri, Brazil
| | - Eliney Ferreira Faria
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
- Uro-oncology and Robotic Surgery, Hospital Felicio Rocho, Belo Horizonte, Brazil
| | - Jean-Marie Delaissé
- Clinical Cell Biology, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Clinical Research, Clinical Cell Biology, University of Southern Denmark, Odense, Denmark
| | | | - Silvia Regina Rogatto
- Department of Clinical Genetics, University Hospital of Southern Denmark, Vejle, Denmark
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- *Correspondence: Silvia Regina Rogatto,
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Thomas A, Slade KS, Blaheta RA, Markowitsch SD, Stenzel P, Tagscherer KE, Roth W, Schindeldecker M, Michaelis M, Rothweiler F, Cinatl J, Dotzauer R, Vakhrusheva O, Albersen M, Haferkamp A, Juengel E, Cinatl J, Tsaur I. Value of c-MET and Associated Signaling Elements for Predicting Outcomes and Targeted Therapy in Penile Cancer. Cancers (Basel) 2022; 14:1683. [PMID: 35406455 PMCID: PMC8997038 DOI: 10.3390/cancers14071683] [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: 03/08/2022] [Revised: 03/21/2022] [Accepted: 03/23/2022] [Indexed: 02/05/2023] Open
Abstract
Whereas the lack of biomarkers in penile cancer (PeCa) impedes the development of efficacious treatment protocols, preliminary evidence suggests that c-MET and associated signaling elements may be dysregulated in this disorder. In the following study, we investigated whether c-MET and associated key molecular elements may have prognostic and therapeutic utility in PeCa. Formalin-fixed, paraffin-embedded tumor tissue from therapy-naïve patients with invasive PeCa was used for tissue microarray (TMA) analysis. Immunohistochemical staining was performed to determine the expression of the proteins c-MET, PPARg, β-catenin, snail, survivin, and n-MYC. In total, 94 PeCa patients with available tumor tissue were included. The median age was 64.9 years. High-grade tumors were present in 23.4%, and high-risk HPV was detected in 25.5%. The median follow-up was 32.5 months. High expression of snail was associated with HPV-positive tumors. Expression of β-catenin was inversely associated with grading. In both univariate COX regression analysis and the log-rank test, an increased expression of PPARg and c-MET was predictive of inferior disease-specific survival (DSS). Moreover, in multivariate analysis, a higher expression of c-MET was independently associated with worse DSS. Blocking c-MET with cabozantinib and tivantinib induced a significant decrease in viability in the primary PeCa cell line UKF-PeC3 isolated from the tumor tissue as well as in cisplatin- and osimertinib-resistant sublines. Strikingly, a higher sensitivity to tivantinib could be detected in the latter, pointing to the promising option of utilizing this agent in the second-line treatment setting.
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Affiliation(s)
- Anita Thomas
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Kimberly Sue Slade
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Roman A. Blaheta
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Sascha D. Markowitsch
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Philipp Stenzel
- Department of Pathology, University Medicine Mainz, 55131 Mainz, Germany; (P.S.); (K.E.T.); (W.R.); (M.S.)
| | - Katrin E. Tagscherer
- Department of Pathology, University Medicine Mainz, 55131 Mainz, Germany; (P.S.); (K.E.T.); (W.R.); (M.S.)
| | - Wilfried Roth
- Department of Pathology, University Medicine Mainz, 55131 Mainz, Germany; (P.S.); (K.E.T.); (W.R.); (M.S.)
| | - Mario Schindeldecker
- Department of Pathology, University Medicine Mainz, 55131 Mainz, Germany; (P.S.); (K.E.T.); (W.R.); (M.S.)
| | - Martin Michaelis
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury CT2 7NJ, UK;
| | - Florian Rothweiler
- Institute of Medical Virology, Goethe-University, 60596 Frankfurt am Main, Germany; (F.R.); (J.C.); (J.C.J.)
- Dr. Petra Joh-Forschungshaus, 60528 Frankfurt am Main, Germany
| | - Jaroslav Cinatl
- Institute of Medical Virology, Goethe-University, 60596 Frankfurt am Main, Germany; (F.R.); (J.C.); (J.C.J.)
| | - Robert Dotzauer
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Olesya Vakhrusheva
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Maarten Albersen
- Department of Urology, University Hospitals Leuven, 28046 Leuven, Belgium;
| | - Axel Haferkamp
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Eva Juengel
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
| | - Jindrich Cinatl
- Institute of Medical Virology, Goethe-University, 60596 Frankfurt am Main, Germany; (F.R.); (J.C.); (J.C.J.)
- Dr. Petra Joh-Forschungshaus, 60528 Frankfurt am Main, Germany
| | - Igor Tsaur
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55131 Mainz, Germany; (K.S.S.); (R.A.B.); (S.D.M.); (R.D.); (O.V.); (A.H.); (E.J.); (I.T.)
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Brito HO, Calixto JDRR, Medeiros R, da Costa RMG. Comment on DKK1 inhibits canonical Wnt signaling in human papillomavirus-positive penile cancer cells. Transl Oncol 2022; 16:101326. [PMID: 34974279 PMCID: PMC8732796 DOI: 10.1016/j.tranon.2021.101326] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Accepted: 12/21/2021] [Indexed: 01/21/2023] Open
Affiliation(s)
- Haissa O Brito
- Post-graduate Programme in Adult Health (PPGSAD), Federal University of Maranhão (UFMA), Avenida dos Portugueses, São Luís, Maranhão 65080-805, Brazil; Department of Morphology, Federal University of Maranhão (UFMA), São Luís, Maranhão 65080-805, Brazil
| | - José de Ribamar Rodrigues Calixto
- Federal University of Maranhão University Hospital (HUUFMA), Brazil; School of Medicine, Dom Bosco University (UNDB), São Luís, Maranhão 65075-441, Brazil
| | - Rui Medeiros
- Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP) / RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Portugal; Faculty of Medicine, University of Porto, Porto 4200-319, Portugal; Biomedicine Research Center (CEBIMED), Faculty of Health Sciences, Fernando Pessoa University, Porto 4249-004, Portugal; Virology Service, IPO-Porto, Porto 4200-072, Portugal
| | - Rui M Gil da Costa
- Post-graduate Programme in Adult Health (PPGSAD), Federal University of Maranhão (UFMA), Avenida dos Portugueses, São Luís, Maranhão 65080-805, Brazil; Department of Morphology, Federal University of Maranhão (UFMA), São Luís, Maranhão 65080-805, Brazil; Federal University of Maranhão University Hospital (HUUFMA), Brazil; Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP) / RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Portugal; Centre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Inov4Agro, University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, Vila Real 5000-801, Portugal; LEPABE, Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto 4200-465, Portugal.
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5
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Thomas A, Reetz S, Stenzel P, Tagscherer K, Roth W, Schindeldecker M, Michaelis M, Rothweiler F, Cinatl J, Cinatl J, Dotzauer R, Vakhrusheva O, Albersen M, Macher-Goeppinger S, Haferkamp A, Juengel E, Neisius A, Tsaur I. Assessment of PI3K/mTOR/AKT Pathway Elements to Serve as Biomarkers and Therapeutic Targets in Penile Cancer. Cancers (Basel) 2021; 13:2323. [PMID: 34066040 PMCID: PMC8151654 DOI: 10.3390/cancers13102323] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/06/2021] [Accepted: 05/07/2021] [Indexed: 11/16/2022] Open
Abstract
The PI3K/mTOR/AKT pathway might represent an intriguing option for treatment of penile cancer (PeCa). We aimed to assess whether members of this pathway might serve as biomarkers and targets for systemic therapy. Tissue of primary cancer from treatment-naïve PeCa patients was used for tissue microarray analysis. Immunohistochemical staining was performed with antibodies against AKT, pAKT, mTOR, pmTOR, pS6, pPRAS, p4EBP1, S6K1 and pp70S6K. Protein expression was correlated with clinicopathological characteristics as well as overall survival (OS), disease-specific survival (DSS), recurrence-free survival (RFS) and metastasis-free survival (MFS). AKT inhibition was tested in two primarily established, treatment-naïve PeCa cell lines by treatment with capivasertib and analysis of cell viability and chemotaxis. A total of 76 patients surgically treated for invasive PeCa were included. Higher expression of AKT was significantly more prevalent in high-grade tumors and predictive of DSS and OS in the Kaplan-Meier analysis, and an independent predictor of worse OS and DSS in the multivariate regression analysis. Treatment with pan-AKT inhibitor capivasertib in PeCa cell lines induced a significant downregulation of both total AKT and pAKT as well as decreased cell viability and chemotaxis. Selected protein candidates of the mTOR/AKT signaling pathway demonstrate association with histological and survival parameters of PeCa patients, whereas AKT appears to be the most promising one.
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Affiliation(s)
- Anita Thomas
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Sascha Reetz
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Philipp Stenzel
- Department of Pathology, University Medicine Mainz, 55122 Mainz, Germany; (P.S.); (K.T.); (W.R.); (M.S.)
| | - Katrin Tagscherer
- Department of Pathology, University Medicine Mainz, 55122 Mainz, Germany; (P.S.); (K.T.); (W.R.); (M.S.)
| | - Wilfried Roth
- Department of Pathology, University Medicine Mainz, 55122 Mainz, Germany; (P.S.); (K.T.); (W.R.); (M.S.)
| | - Mario Schindeldecker
- Department of Pathology, University Medicine Mainz, 55122 Mainz, Germany; (P.S.); (K.T.); (W.R.); (M.S.)
| | - Martin Michaelis
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury CT2 7NJ, UK;
| | - Florian Rothweiler
- Institute of Medical Virology, Goethe-University, 60596 Frankfurt am Main, Germany; (F.R.); (J.C.J.); (J.C.)
| | - Jindrich Cinatl
- Institute of Medical Virology, Goethe-University, 60596 Frankfurt am Main, Germany; (F.R.); (J.C.J.); (J.C.)
| | - Jaroslav Cinatl
- Institute of Medical Virology, Goethe-University, 60596 Frankfurt am Main, Germany; (F.R.); (J.C.J.); (J.C.)
| | - Robert Dotzauer
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Olesya Vakhrusheva
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Maarten Albersen
- Department of Urology, University Hospitals Leuven, 3000 Leuven, Belgium;
| | - Stephan Macher-Goeppinger
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Axel Haferkamp
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Eva Juengel
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
| | - Andreas Neisius
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
- Department of Urology and Pediatric Urology, Krankenhaus der Barmherzigen Brüder Trier, 54292 Trier, Germany
| | - Igor Tsaur
- Department of Urology and Pediatric Urology, University Medicine Mainz, 55122 Mainz, Germany; (A.T.); (S.R.); (R.D.); (O.V.); (S.M.-G.); (A.H.); (E.J.); (A.N.)
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