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Hofman P, Calabrese F, Kern I, Adam J, Alarcão A, Alborelli I, Anton NT, Arndt A, Avdalyan A, Barberis M, Bégueret H, Bisig B, Blons H, Boström P, Brcic L, Bubanovic G, Buisson A, Caliò A, Cannone M, Carvalho L, Caumont C, Cayre A, Chalabreysse L, Chenard MP, Conde E, Copin MC, Côté JF, D'Haene N, Dai HY, de Leval L, Delongova P, Denčić-Fekete M, Fabre A, Ferenc F, Forest F, de Fraipont F, Garcia-Martos M, Gauchotte G, Geraghty R, Guerin E, Guerrero D, Hernandez S, Hurník P, Jean-Jacques B, Kashofer K, Kazdal D, Lantuejoul S, Leonce C, Lupo A, Malapelle U, Matej R, Merlin JL, Mertz KD, Morel A, Mutka A, Normanno N, Ovidiu P, Panizo A, Papotti MG, Parobkova E, Pasello G, Pauwels P, Pelosi G, Penault-Llorca F, Picot T, Piton N, Pittaro A, Planchard G, Poté N, Radonic T, Rapa I, Rappa A, Roma C, Rot M, Sabourin JC, Salmon I, Prince SS, Scarpa A, Schuuring E, Serre I, Siozopoulou V, Sizaret D, Smojver-Ježek S, Solassol J, Steinestel K, Stojšić J, Syrykh C, Timofeev S, Troncone G, Uguen A, Valmary-Degano S, Vigier A, Volante M, Wahl SGF, Stenzinger A, Ilié M. Real-world EGFR testing practices for non-small-cell lung cancer by thoracic pathology laboratories across Europe. ESMO Open 2023; 8:101628. [PMID: 37713929 PMCID: PMC10594022 DOI: 10.1016/j.esmoop.2023.101628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 06/14/2023] [Accepted: 08/02/2023] [Indexed: 09/17/2023] Open
Abstract
BACKGROUND Testing for epidermal growth factor receptor (EGFR) mutations is an essential recommendation in guidelines for metastatic non-squamous non-small-cell lung cancer, and is considered mandatory in European countries. However, in practice, challenges are often faced when carrying out routine biomarker testing, including access to testing, inadequate tissue samples and long turnaround times (TATs). MATERIALS AND METHODS To evaluate the real-world EGFR testing practices of European pathology laboratories, an online survey was set up and validated by the Pulmonary Pathology Working Group of the European Society of Pathology and distributed to 64 expert testing laboratories. The retrospective survey focussed on laboratory organisation and daily EGFR testing practice of pathologists and molecular biologists between 2018 and 2021. RESULTS TATs varied greatly both between and within countries. These discrepancies may be partly due to reflex testing practices, as 20.8% of laboratories carried out EGFR testing only at the request of the clinician. Many laboratories across Europe still favour single-test sequencing as a primary method of EGFR mutation identification; 32.7% indicated that they only used targeted techniques and 45.1% used single-gene testing followed by next-generation sequencing (NGS), depending on the case. Reported testing rates were consistent over time with no significant decrease in the number of EGFR tests carried out in 2020, despite the increased pressure faced by testing facilities during the COVID-19 pandemic. ISO 15189 accreditation was reported by 42.0% of molecular biology laboratories for single-test sequencing, and by 42.3% for NGS. 92.5% of laboratories indicated they regularly participate in an external quality assessment scheme. CONCLUSIONS These results highlight the strong heterogeneity of EGFR testing that still occurs within thoracic pathology and molecular biology laboratories across Europe. Even among expert testing facilities there is variability in testing capabilities, TAT, reflex testing practice and laboratory accreditation, stressing the need to harmonise reimbursement technologies and decision-making algorithms in Europe.
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Affiliation(s)
- P Hofman
- Laboratory of Clinical and Experimental Pathology, FHU OncoAge, Biobank Côte d'Azur BB-0033-00025, Louis Pasteur Hospital, IRCAN, Université Côte d'Azur, Nice, France.
| | - F Calabrese
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy
| | - I Kern
- Department of Pathology, University Clinic Golnik, Golnik, Slovenia
| | - J Adam
- Department of Pathology, Groupe Hospitalier Paris Saint-Joseph, Paris, France
| | - A Alarcão
- IAP-PM, Institute of Anatomical and Molecular Pathology, Faculty of Medicine, University of Coimbra, 3004-504 Coimbra, Portugal
| | - I Alborelli
- Department of Pathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - N T Anton
- Department of Genetics, University Hospital Bichat-Claude Bernard, Paris University, Paris, France
| | - A Arndt
- Institute of Pathology and Molecular Pathology, Bundeswehrkrankenhaus Ulm, Oberer Eselsberg 40, 89081 Ulm, Germany
| | - A Avdalyan
- Multidisciplinary Clinical Center "Kommunarka" of the Moscow Health Department, Moscow, Russia
| | - M Barberis
- Oncogenomics Unit, European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - H Bégueret
- Department of Pathology, University Hospital of Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - B Bisig
- Institute of Pathology, Department of Laboratory Medicine and Pathology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - H Blons
- Pharmacogenomics and Molecular Oncology Unit, Biochemistry Department, Assistance Publique-Hopitaux de Paris, Hôpital Européen Georges Pompidou, Paris, France
| | - P Boström
- Department of Pathology, Turku University Hospital, Turku, Finland
| | - L Brcic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - G Bubanovic
- Laboratory for Molecular Pathology, Department of Pathology, University of Zagreb School of Medicine and University Hospital Centre Zagreb, Zagreb, Croatia
| | - A Buisson
- Department of Biopathology, Centre Léon Bérard, Lyon, France
| | - A Caliò
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - M Cannone
- Inter-Hospital Pathology Division, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), MultiMedica, Milan, Italy
| | - L Carvalho
- IAP-PM, Institute of Anatomical and Molecular Pathology, Faculty of Medicine, University of Coimbra, 3004-504 Coimbra, Portugal
| | - C Caumont
- Department of Tumor Biology, University Hospital of Bordeaux, Hospital Haut-Lévêque, Pessac, France
| | - A Cayre
- Department of Biopathology, Jean Perrin Centre, Clermont-Ferrand, France
| | - L Chalabreysse
- Department of Pathology, Groupement Hospitalier Est, Bron, France
| | - M P Chenard
- Department of Pathology, University Hospital of Strasbourg, 67098 Strasbourg, France
| | - E Conde
- Department of Pathology, 12 de Octubre University Hospital, Universidad Complutense de Madrid, Research Institute 12 de Octubre University Hospital (i+12), CIBERONC, Madrid, Spain
| | - M C Copin
- Department of Pathology, Université d'Angers, Centre Hospitalier Universitaire d'Angers, Angers, France
| | - J F Côté
- Department of Pathology, Institut Mutualiste Montsouris, Paris, France
| | - N D'Haene
- Department of Pathology, Erasme Hospital, HUB ULB, Brussels, Belgium
| | - H Y Dai
- Department of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - L de Leval
- Institute of Pathology, Department of Laboratory Medicine and Pathology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - P Delongova
- Institute of Molecular and Clinical Pathology and Medical Genetics, Faculty of Medicine, University Hospital Ostrava, Ostrava, Czech Republic
| | | | - A Fabre
- Department of Histopathology, St. Vincent's University Hospital, University College Dublin School of Medicine, Dublin, Ireland
| | - F Ferenc
- Department of Pathology, University of Oradea, Oradea, Romania
| | - F Forest
- Department of Pathology, University Hospital of Saint-Etienne, Saint-Etienne, France
| | - F de Fraipont
- Medical Unit of Molecular Genetic (Hereditary Diseases and Oncology), Grenoble University Hospital, Grenoble, France
| | - M Garcia-Martos
- Department of Pathology, Gregorio Marañón General University Hospital, Madrid, Spain
| | - G Gauchotte
- Department of Biopathology, CHRU-ICL, CHRU Nancy, Vandoeuvre-lès-Nancy, France
| | - R Geraghty
- Department of Histopathology, St. Vincent's University Hospital, University College Dublin School of Medicine, Dublin, Ireland
| | - E Guerin
- Department of Molecular Cancer Genetics, Laboratory of Biochemistry and Molecular Biology, University Hospital of Strasbourg, Strasbourg, France
| | - D Guerrero
- Biomedical Research Centre, Navarra Health Service, Pamplona, Navarra, Spain
| | - S Hernandez
- Department of Pathology, 12 de Octubre University Hospital, Universidad Complutense de Madrid, Research Institute 12 de Octubre University Hospital (i+12), CIBERONC, Madrid, Spain
| | - P Hurník
- Institute of Molecular and Clinical Pathology and Medical Genetics, Faculty of Medicine, University Hospital Ostrava, Ostrava, Czech Republic
| | - B Jean-Jacques
- Department of Pathology, CHU de Caen Côte de Nacre, Caen, France
| | - K Kashofer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - D Kazdal
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - S Lantuejoul
- Department of Biopathology, Centre Leon Berard Unicancer and Pathology Research Platform, Cancer Research Center of Lyon (CRCL), Lyon, France
| | - C Leonce
- Department of Pathology, Groupement Hospitalier Est, Bron, France
| | - A Lupo
- Department of Pathology, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - U Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - R Matej
- Department of Pathology and Molecular Medicine, Thomayer University Hospital, Prague, Czech Republic
| | - J L Merlin
- Department of Biopathology, Institut de Cancérologie de Lorraine, University of Lorraine, Vandoeuvre-Les-Nancy, France
| | - K D Mertz
- Institute of Pathology, Cantonal Hospital Baselland, Liestal, Switzerland
| | - A Morel
- Department of Innate Immunity and Immunotherapy, Institut de Cancérologie de l'Ouest - Centre Paul Papin, Angers, France
| | - A Mutka
- HUSLAB, Department of Pathology, Helsinki University Hospital, Helsinki, Finland
| | - N Normanno
- Cell Biology and Biotherapy Unit, INT-Fondazione Pascale, Via M. Semmola, Naples, Italy
| | - P Ovidiu
- Department of Pathology, University of Oradea, Oradea, Romania
| | - A Panizo
- Department of Pathology, Complejo Hospitalario de Navarra, Pamplona, Navarra, Spain
| | - M G Papotti
- Division of Pathology, University Hospital Città Della Salute, Turin, Italy
| | - E Parobkova
- Department of Pathology and Molecular Medicine, Thomayer University Hospital, Prague, Czech Republic
| | - G Pasello
- Division of Medical Oncology 2, Veneto Institute of Oncology IOV-IRCCS, Padova, Italy
| | - P Pauwels
- Department of Pathology, University Hospital Antwerp and University of Antwerp, Antwerp, Belgium
| | - G Pelosi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - F Penault-Llorca
- Department of Pathology, Clermont Auvergne University, "Molecular Imaging and Theranostic Strategies", Center Jean Perrin, Montalembert, Clermont-Ferrand, France
| | - T Picot
- Department of Pathology, University Hospital of Saint-Etienne, Saint-Etienne, France
| | - N Piton
- Department of Pathology, Rouen University Hospital, France and Normandie University, UNIROUEN, Inserm U1245, Rouen, France
| | - A Pittaro
- Division of Pathology, University Hospital Città Della Salute, Turin, Italy
| | - G Planchard
- Department of Pathology, CHU de Caen Côte de Nacre, Caen, France
| | - N Poté
- Department of Pathology, Hospital Bichat Bichat, Assistance Publique Hôpitaux de Paris; Université Paris Cité, Paris, France
| | - T Radonic
- Department of Pathology, Amsterdam University Medical Center, VUMC, University of Amsterdam, Amsterdam, Netherlands
| | - I Rapa
- Pathology Unit, San Luigi Hospital, Orbassano Turin, Italy
| | - A Rappa
- Oncogenomics Unit, European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - C Roma
- Cell Biology and Biotherapy Unit, INT-Fondazione Pascale, Via M. Semmola, Naples, Italy
| | - M Rot
- Department of Pathology, University Clinic Golnik, Golnik, Slovenia
| | - J C Sabourin
- Department of Pathology, Rouen University Hospital, France and Normandie University, UNIROUEN, Inserm U1245, Rouen, France
| | - I Salmon
- Department of Pathology, Erasme Hospital, HUB ULB, Brussels, Belgium; CurePath, Jumet, Belgium
| | - S Savic Prince
- Department of Pathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - A Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - E Schuuring
- Department of Pathology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - I Serre
- Department of Pathology, Gui de Chauliac Hospital, Montpellier University Medical Center, University of Montpellier, 80 Avenue Augustin Fliche, Montpellier, France
| | - V Siozopoulou
- Department of Pathology, University Hospital Antwerp and University of Antwerp, Antwerp, Belgium
| | - D Sizaret
- Department of Pathology, CHRU Tours - Hôpital Trousseau, Chambray-lès-Tours, France
| | - S Smojver-Ježek
- Division for Pulmonary Cytology, Department of Pathology and Cytology, University Hospital Centre Zagreb, School of Medicine, University of Zagreb, Zagreb, Croatia
| | - J Solassol
- Solid Tumour Laboratory, Pathology and Oncobiology Department, CHU Montpellier, University of Montpellier, Montpellier, France
| | - K Steinestel
- Institute of Pathology and Molecular Pathology, Bundeswehrkrankenhaus Ulm, Oberer Eselsberg 40, 89081 Ulm, Germany
| | - J Stojšić
- Department of Thoracic Pathology, Section of Pathology, University Clinical Centre of Serbia, Belgrade, Serbia
| | - C Syrykh
- Department of Pathology, IUC-T-Oncopole, Toulouse, France
| | - S Timofeev
- Multidisciplinary Clinical Center "Kommunarka" of the Moscow Health Department, Moscow, Russia
| | - G Troncone
- Department of Pathology, University of Oradea, Oradea, Romania
| | - A Uguen
- Department of Pathological Anatomy and Cytology, CHRU de Brest, Brest, France; LBAI, UMR1227, INSERM, University of Brest, CHU de Brest, Brest, France
| | - S Valmary-Degano
- Department of Pathology, Institute for Advanced Biosciences, CHU Grenoble Alpes, Université Grenoble Alpes, Grenoble, France
| | - A Vigier
- Department of Pathology, IUC-T-Oncopole, Toulouse, France
| | - M Volante
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Turin, Italy
| | - S G F Wahl
- Department of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - A Stenzinger
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - M Ilié
- Laboratory of Clinical and Experimental Pathology, FHU OncoAge, Biobank Côte d'Azur BB-0033-00025, Louis Pasteur Hospital, IRCAN, Université Côte d'Azur, Nice, France
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Perrouin-Verbe MA, Schoentgen N, Talagas M, Garlantezec R, Uguen A, Doucet L, Rosec S, Marcorelles P, Potier-Cartereau M, Vandier C, Ferec C, Fromont G, Fournier G, Valeri A, Mignen O. Overexpression of certain transient receptor potential and Orai channels in prostate cancer is associated with decreased risk of systemic recurrence after radical prostatectomy. Prostate 2019; 79:1793-1804. [PMID: 31475744 DOI: 10.1002/pros.23904] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 08/16/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND Several studies had suggested the potential role of calcium signaling in prostate cancer (PCa) prognosis and agressiveness. We aimed to investigate selected proteins contributing to calcium (Ca2+ ) signaling, (Orai, stromal interaction molecule (STIM), and transient receptor potential (TRP) channels) and involved in cancer hallmarks, as independent predictors of systemic recurrence after radical prostatectomy (RP). METHODS A case-control study including 112 patients with clinically localized PCa treated by RP between 2002 and 2009 and with at least 6-years' follow-up. Patients were divided into two groups according to the absence or presence of systemic recurrence. Expression levels of 10 proteins involved in Ca2+ signaling (TRPC1, TRPC4, TRPV5, TRPV6, TRPM8, STIM1, STIM2, Orai1, Orai2, and Orai3), were assessed by immunohistochemistry using tissue microarrays (TMAs) constructed from paraffin-embedded PCa specimens. The level of expression of the various transcripts in PCa was assessed using quantitative polymerase chain reaction (qPCR) analysis. RNA samples for qPCR were obtained from fresh frozen tissue samples of PCa after laser capture microdissection on RP specimens. Relative gene expression was analyzed using the 2-▵▵Ct method. RESULTS Multivariate analysis showed that increased expression of TRPC1, TRPC4, TRPV5, TRPV6, TRPM8, and Orai2 was significantly associated with a lower risk of systemic recurrence after RP, independently of the prostate-specific antigen (PSA) level, percentage of positive biopsies, and surgical margin (SM) status (P = .007, P = .01, P < .001, P = .0065, P = .007, and P = .01, respectively). For TRPC4, TRPV5, and TRPV6, this association was also independent of Gleason score and pT stage. Moreover, overexpression of TRPV6 and Orai2 was significantly associated with longer time to recurrence after RP (P = .048 and .023, respectively). Overexpression of TRPC4, TRPV5, TRPV6, and Orai2 transcripts was observed in group R- (3.71-, 5.7-, 1.14-, and 2.65-fold increase, respectively). CONCLUSIONS This is the first study to suggest the independent prognostic value of certain proteins involved in Ca2+ influx in systemic recurrence after RP: overexpression of TRPC1, TRPC4, TRPV5, TRPV6, TRPM8, and Orai2 is associated with a lower risk of systemic recurrence. TRPC4, TRPV5, and TRPV6 appear to be particularly interesting, as they are independent of the five commonly used predictive factors, that is, PSA, percentage of positive biopsies, SM status, Gleason score, and pT stage.
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Affiliation(s)
- M A Perrouin-Verbe
- Department of Urology, CHRU-Université de Brest, Brest, France
- INSERM UMR1078, Université de Bretagne Occidentale, Brest, France
- Department of Urology, CHU-Université de Nantes, Nantes, France
| | - N Schoentgen
- Department of Urology, CHRU-Université de Brest, Brest, France
- INSERM UMR1078, Université de Bretagne Occidentale, Brest, France
| | - M Talagas
- Department of Pathology, CHRU-Université de Brest, Brest, France
- EA 4685 - LIEN, Université de Bretagne Occidentale, Brest, France
| | - R Garlantezec
- INSERM UMR1085-IRSET, Université Rennes 1, Rennes, France
| | - A Uguen
- Department of Pathology, CHRU-Université de Brest, Brest, France
| | - L Doucet
- Department of Pathology, CHRU-Université de Brest, Brest, France
| | - S Rosec
- INSERM UMR1412, Centre d'Investigation Clinique, CHRU-Université de Brest, Brest, France
| | - P Marcorelles
- Department of Pathology, CHRU-Université de Brest, Brest, France
| | | | - C Vandier
- INSERM UMR1069, Université François Rabelais, Tours, France
| | - C Ferec
- INSERM UMR1078, Université de Bretagne Occidentale, Brest, France
| | - G Fromont
- INSERM UMR1069, Université François Rabelais, Tours, France
- Department of Pathology, CHRU-Université de Tours, Tours, France
| | - G Fournier
- Department of Urology, CHRU-Université de Brest, Brest, France
| | - A Valeri
- Department of Urology, CHRU-Université de Brest, Brest, France
| | - O Mignen
- INSERM UMR1078, Université de Bretagne Occidentale, Brest, France
- INSERM UMR1227, Université de Bretagne Occidentale, Brest, France
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Gueguinou M, Crottès D, Chantôme A, Rapetti-Mauss R, Potier-Cartereau M, Clarysse L, Girault A, Fourbon Y, Jézéquel P, Guérin-Charbonnel C, Fromont G, Martin P, Pellissier B, Schiappa R, Chamorey E, Mignen O, Uguen A, Borgese F, Vandier C, Soriani O. The SigmaR1 chaperone drives breast and colorectal cancer cell migration by tuning SK3-dependent Ca 2+ homeostasis. Oncogene 2017; 36:3640-3647. [PMID: 28114279 DOI: 10.1038/onc.2016.501] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 11/19/2016] [Accepted: 11/28/2016] [Indexed: 12/21/2022]
Abstract
The remodeling of calcium homeostasis contributes to the cancer hallmarks and the molecular mechanisms involved in calcium channel regulation in tumors remain to be characterized. Here, we report that SigmaR1, a stress-activated chaperone, is required to increase calcium influx by triggering the coupling between SK3, a Ca2+-activated K+ channel (KCNN3) and the voltage-independent calcium channel Orai1. We show that SigmaR1 physically binds SK3 in BC cells. Inhibition of SigmaR1 activity, either by molecular silencing or by the use of sigma ligand (igmesine), decreased SK3 current and Ca2+ entry in breast cancer (BC) and colorectal cancer (CRC) cells. Interestingly, SigmaR1 inhibition diminished SK3 and/or Orai1 levels in lipid nanodomains isolated from BC cells. Analyses of tissue microarray from CRC patients showed higher SigmaR1 expression levels in cancer samples and a correlation with tumor grade. Moreover, the exploration of a cohort of 4937 BC patients indicated that high expression of SigmaR1 and Orai1 channels was significantly correlated to a lower overall survival. As the SK3/Orai1 tandem drives invasive process in CRC and bone metastasis progression in BC, our results may inaugurate innovative therapeutic approaches targeting SigmaR1 to control the remodeling of Ca2+ homeostasis in epithelial cancers.
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Affiliation(s)
- M Gueguinou
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
| | - D Crottès
- Université Côte d'Azur, CNRS, Inserm, iBV, France
| | - A Chantôme
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
| | | | | | - L Clarysse
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
| | - A Girault
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
| | - Y Fourbon
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
| | - P Jézéquel
- Unité de Bioinfomique, Institut de Cancérologie de L'Ouest - René Gauducheau, Centre de Recherche en Cancérologie, UMR-INSERM 892, St Herblain, France
| | - C Guérin-Charbonnel
- Unité de Bioinfomique, Institut de Cancérologie de L'Ouest - René Gauducheau, Centre de Recherche en Cancérologie, UMR-INSERM 892, St Herblain, France
| | - G Fromont
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
- Service d'Anatomie Pathologique, Hopital Bretonneau, CHRU Tours, Tours, France
| | - P Martin
- Université Côte d'Azur, CNRS, Inserm, iBV, France
| | - B Pellissier
- Université Côte d'Azur, CNRS, Inserm, iBV, France
| | - R Schiappa
- Unité d'Epidémiologie et Biostatistiques (UEB), Centre Antoine Lacassagne, Nice, France
| | - E Chamorey
- Unité d'Epidémiologie et Biostatistiques (UEB), Centre Antoine Lacassagne, Nice, France
| | - O Mignen
- Department of Pathology, Inserm U1078, Brest University Hospital, Brest, France
| | - A Uguen
- Department of Pathology, Inserm U1078, Brest University Hospital, Brest, France
| | - F Borgese
- Université Côte d'Azur, CNRS, Inserm, iBV, France
| | - C Vandier
- Inserm-University U1069 Nutrition, Croissance et Cancer, Tours, France
| | - O Soriani
- Université Côte d'Azur, CNRS, Inserm, iBV, France
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