85 results on '"Jamet B"'
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2. Résultats préliminaires de l’étude MyelofludaTEP évaluant la TEP à la [18F]Fludarabine pour le bilan initial et l’évaluation thérapeutique du myélome multiple
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Francois, C., primary, Ribeiro, M.J. Santiago, additional, Jamet, B., additional, Guillouet, S., additional, Abbas, A., additional, Chalopin, T., additional, Dubegny, C., additional, Touzeau, C., additional, Bodéré, F. Kraeber, additional, and Milin, C. Bodet, additional
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- 2024
- Full Text
- View/download PDF
3. Résultats préliminaires de l’étude exploratoire de phase 2 utilisant la TEP au 68GaPentixaFor pour le bilan initial des patients atteints de myélome multiple (MM) symptomatiques
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Mouton, A., primary, Jamet, B., additional, Bailly, C., additional, Dubegny, C., additional, Touzeau, C., additional, Moreau, P., additional, Bodere, F., additional, and Milin, C., additional
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- 2023
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4. Rechute valvulaire cardiaque d’une granulomatose avec polyangéite
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Briane, A., primary, Jamet, B., additional, Espitia, O., additional, Jaafar, P., additional, Durant, C., additional, Mugniot, A., additional, Néel, A., additional, Hamidou, M., additional, and Agard, C., additional
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- 2021
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5. Définition de seuils semi-quantitatifs basés sur l’analyse ROC de la TEP au [18F]FDG pour la définition de l’aortite dans l’artérite à cellules géantes
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Espitia, O., Schanus, J., Agard, C., Kraber-Boderé, F., Guédon, A.F., Bénichou, A., Serfaty, J.M., and Jamet, B.
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- 2023
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6. Aproximación teórica y práctica a la prevención de malformaciones congénitas bucomaxilofaciales en estomatología
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Grisel Mena García, Liuba González Espangler, and Jamet Bestard Romero
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prevención de enfermedades ,anomalías congénitas ,conocimiento ,atención primaria de salud. ,Medicine (General) ,R5-920 ,Internal medicine ,RC31-1245 - Abstract
Introducción: Los profesionales de la salud, para mantenerse actualizados y aportar nuevos conocimientos, deben valorar adecuadamente toda la información aparejada al desarrollo científico actual. Objetivo: Modificar los conocimientos de los estomatólogos sobre las acciones para prevenir las malformaciones congénitas bucomaxilofaciales según la guía seleccionada. Métodos: Se realizó un estudio cuasiexperimental, de intervención educativa sin asignación aleatoria, a través de un curso desde el aula virtual de salud de Santiago de Cuba, durante el periodo abril-mayo de 2021, para el cual fue seleccionada una muestra aleatoria de 90 estomatólogos de diferentes provincias del país. Las variables analizadas fueron provincia, años de graduado, nivel de especialización, grado académico, categoría docente y nivel de conocimientos sobre malformaciones congénitas bucomaxilofaciales. Se aplicaron la encuesta y la entrevista grupal. Resultados: Hubo mayor representatividad de los estomatólogos de Matanzas (22,2 %). Predominaron aquellos con más de 10 años de graduados (35,6 %) y las féminas (84,4 %). De manera general, el nivel de conocimientos al inicio fue inadecuado (90,0 %); sin embargo, al finalizar el curso dichos conocimientos resultaron ser adecuados en igual proporción (90,0 %). Conclusiones: El nivel de conocimientos de los estomatólogos sobre las acciones a realizar en cada nivel de prevención fue modificado de manera ostensible.
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- 2024
7. 193Assessment of osteoblastic activity with 18F-sodium fluoride PET in aortic bioprosthesis structural valve dysfunction : first results of a monocentric observational pilot study
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Pallardy, A, primary, Lelarge, C, additional, Eugene, T, additional, Jamet, B, additional, Cueff, C, additional, Serfaty, J M, additional, Letourneau, T, additional, and Piriou, N, additional
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- 2019
- Full Text
- View/download PDF
8. Assessment of osteoblastic activity with 18F-sodium fluoride PET in aortic bioprosthesis structural valve dysfunction: First results of a monocentric observational pilot study
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Lelarge, C., primary, Pallardy, A., additional, Eugene, T., additional, Jamet, B., additional, Cueff, C., additional, Serfaty, J.M., additional, Le Tourneau, T., additional, and Piriou, N., additional
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- 2019
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9. Prédiction de la progression chez des patients atteints de myélome multiple avec des Random Survival Forest
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Morvan, L., primary, Mateus, D., additional, Bailly, C., additional, Jamet, B., additional, Bodet Milin, C., additional, Kraeber Bodéré, F., additional, Moreau, P., additional, Touzeau, C., additional, and Carlier, T., additional
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- 2019
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10. La TEP/TDM au FDG lors du bilan initial prédit la survie chez les adultes atteints de sarcomes d’Ewing
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Jamet, B., primary, Carlier, T., additional, Campion, L., additional, Bompas, E., additional, Rusu, D., additional, Fleury, V., additional, Girault, S., additional, Borrely, F., additional, Kraeber Bodéré, F., additional, and Rousseau, C., additional
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- 2016
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11. Diagnostic interactif des vulnérabilités des entreprises du monde rural
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Delavy, B., Brunet, L., Caron, F., Jamet, B., Vandenkoornhuyse, L., Centre de Formation Professionnelle et de Promotion Agricoles, Partenaires INRAE, Centre National des Risques Industriels, Chambre d'Agriculture du Cher, Crédit Agricole, and CER
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fluctuation des marchés ,optimisation ,[SDV]Life Sciences [q-bio] ,analyse globale ,vulnérabilités ,gestion des risques - Abstract
Textes issus des travaux du programme Casdar "Innovation et Partenariat" de 2007 et présentés lors d'un colloque le 4 décembre 2012, sous l'égide du GIS Relance Agronomique; National audience; The agricultural sector is at the current highly changing. It needs to take up concomitant challenges: globalization, market fluctuations and entrepreneurial approach. The family farms have to adapt or disappear. They tend to become agricultural enterprises, which require other competencies than just production. The approach of a new system focused on the enterprise and all its components, added to globalization and market fluctuations, disrupt the prioritization of the actions that should be settled to develop and back up the income of the farmers. The ability to determine the SWOT analysis (vulnerabilities) of a company and then prioritize them gives priorities to financial, property, social matters but also choices of life. This diagnosis based on a cross interview include nine vulnerabilities: productions, economics and finance, markets, law, rules, social and relationships, organization, prospects and property. This method encourages a general approach of the enterprise. It should enable to bring into lines the methods of evaluation and then homogenize the results for a same company: the auditors of different Agricultural Professional Organizations should diagnose the same hierarchical organization of vulnerability and then avoid the company directors to get confused. This project reveals the competencies that are necessary for the future company advisers to make a general diagnosis and suggest the most pertinent solutions. It is to highlight that this job requires a lot of competencies about technics, economics, law, property, business and so on.; Le secteur agricole est actuellement en forte mutation. Il doit relever des défis concomitants : la mondialisation, la fluctuation des marchés et l’approche entrepreneuriale. Les exploitations agricoles familiales évoluent vers l’entreprise agricole, qui exige de multiples compétences allant au delà de la simple production. Ce nouveau contexte perturbe la priorisation des actions à mettre en oeuvre pour développer et conforter le revenu des exploitants. Pouvoir déterminer les points forts et les points faibles (les vulnérabilités) de l’entreprise et ainsi les hiérarchiser, donne des priorités financières, patrimoniales, sociales ou de choix de vie. Ce diagnostic basé sur un entretien se veut transversal et englobe neuf vulnérabilités : productions, économiques et financières, marchés, forme juridique, réglementation, sociale et relationnelle, organisationnelle, prospectives et patrimoniale. Cette méthodologie favorise l’approche globale de l’entreprise. Elle devait permettre d’harmoniser les méthodes d’évaluation et ainsi d’homogénéiser les résultats pour une même entreprise : les auditeurs de différentes OPA devraient diagnostiquer la même hiérarchisation de vulnérabilité et éviter ainsi la confusion auprès des chefs d’entreprise. Ce projet révèle les compétences nécessaires à acquérir, pour les futurs conseillers d’entreprise afin d’effectuer un diagnostic global et proposer des solutions les plus pertinentes, sachant que ce métier implique des compétences multiples : techniques, économiques, juridiques, patrimoniales, commerciales, etc…
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- 2012
12. Diagnostic interactif des vulnérabilités des entreprises du monde rural
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Brunet, L., Caron , F., Jamet, B., Vandenkoornhuyse, L., and Delavy , B.
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exploitation agricole ,conseiller ,compétence professionnelle ,gestion des risques ,vulnérabilités ,optimisation ,analyse globale ,fluctuation des marchés - Abstract
Le secteur agricole est actuellement en forte mutation. Il doit relever des défis concomitants : la mondialisation, la fluctuation des marchés et l’approche entrepreneuriale. Les exploitations agricoles familiales évoluent vers l’entreprise agricole, qui exige de multiples compétences allant au delà de la simple production. Ce nouveau contexte perturbe la priorisation des actions à mettre en oeuvre pour développer et conforter le revenu des exploitants. Pouvoir déterminer les points forts et les points faibles (les vulnérabilités) de l’entreprise et ainsi les hiérarchiser, donne des priorités financières, patrimoniales, sociales ou de choix de vie. Ce diagnostic basé sur un entretien se veut transversal et englobe neuf vulnérabilités : productions, économiques et financières, marchés, forme juridique, réglementation, sociale et relationnelle, organisationnelle, prospectives et patrimoniale. Cette méthodologie favorise l’approche globale de l’entreprise. Elle devait permettre d’harmoniser les méthodes d’évaluation et ainsi d’homogénéiser les résultats pour une même entreprise : les auditeurs de différentes OPA devraient diagnostiquer la même hiérarchisation de vulnérabilité et éviter ainsi la confusion auprès des chefs d’entreprise. Ce projet révèle les compétences nécessaires à acquérir, pour les futurs conseillers d’entreprise afin d’effectuer un diagnostic global et proposer des solutions les plus pertinentes, sachant que ce métier implique des compétences multiples : techniques, économiques, juridiques, patrimoniales, commerciales, etc…, The agricultural sector is at the current highly changing. It needs to take up concomitant challenges: globalization, market fluctuations and entrepreneurial approach. The family farms have to adapt or disappear. They tend to become agricultural enterprises, which require other competencies than just production. The approach of a new system focused on the enterprise and all its components, added to globalization and market fluctuations, disrupt the prioritization of the actions that should be settled to develop and back up the income of the farmers. The ability to determine the SWOT analysis (vulnerabilities) of a company and then prioritize them gives priorities to financial, property, social matters but also choices of life. This diagnosis based on a cross interview include nine vulnerabilities: productions, economics and finance, markets, law, rules, social and relationships, organization, prospects and property. This method encourages a general approach of the enterprise. It should enable to bring into lines the methods of evaluation and then homogenize the results for a same company: the auditors of different Agricultural Professional Organizations should diagnose the same hierarchical organization of vulnerability and then avoid the company directors to get confused. This project reveals the competencies that are necessary for the future company advisers to make a general diagnosis and suggest the most pertinent solutions. It is to highlight that this job requires a lot of competencies about technics, economics, law, property, business and so on.
- Published
- 2012
13. Interactive diagnosis of vulnerability of rural enterprises
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Delavy, B., Brunet, L., Caron, F., Jamet, B., Vandenkoornhuyse, L., Centre de Formation Professionnelle et de Promotion Agricoles, Partenaires INRAE, Centre National des Risques Industriels, Chambre d'Agriculture du Cher, Crédit Agricole, and CER
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fluctuation des marchés ,optimisation ,[SDV]Life Sciences [q-bio] ,analyse globale ,vulnérabilités ,gestion des risques - Abstract
Textes issus des travaux du programme Casdar "Innovation et Partenariat" de 2007 et présentés lors d'un colloque le 4 décembre 2012, sous l'égide du GIS Relance Agronomique; National audience; The agricultural sector is at the current highly changing. It needs to take up concomitant challenges: globalization, market fluctuations and entrepreneurial approach. The family farms have to adapt or disappear. They tend to become agricultural enterprises, which require other competencies than just production. The approach of a new system focused on the enterprise and all its components, added to globalization and market fluctuations, disrupt the prioritization of the actions that should be settled to develop and back up the income of the farmers. The ability to determine the SWOT analysis (vulnerabilities) of a company and then prioritize them gives priorities to financial, property, social matters but also choices of life. This diagnosis based on a cross interview include nine vulnerabilities: productions, economics and finance, markets, law, rules, social and relationships, organization, prospects and property. This method encourages a general approach of the enterprise. It should enable to bring into lines the methods of evaluation and then homogenize the results for a same company: the auditors of different Agricultural Professional Organizations should diagnose the same hierarchical organization of vulnerability and then avoid the company directors to get confused. This project reveals the competencies that are necessary for the future company advisers to make a general diagnosis and suggest the most pertinent solutions. It is to highlight that this job requires a lot of competencies about technics, economics, law, property, business and so on.; Le secteur agricole est actuellement en forte mutation. Il doit relever des défis concomitants : la mondialisation, la fluctuation des marchés et l’approche entrepreneuriale. Les exploitations agricoles familiales évoluent vers l’entreprise agricole, qui exige de multiples compétences allant au delà de la simple production. Ce nouveau contexte perturbe la priorisation des actions à mettre en oeuvre pour développer et conforter le revenu des exploitants. Pouvoir déterminer les points forts et les points faibles (les vulnérabilités) de l’entreprise et ainsi les hiérarchiser, donne des priorités financières, patrimoniales, sociales ou de choix de vie. Ce diagnostic basé sur un entretien se veut transversal et englobe neuf vulnérabilités : productions, économiques et financières, marchés, forme juridique, réglementation, sociale et relationnelle, organisationnelle, prospectives et patrimoniale. Cette méthodologie favorise l’approche globale de l’entreprise. Elle devait permettre d’harmoniser les méthodes d’évaluation et ainsi d’homogénéiser les résultats pour une même entreprise : les auditeurs de différentes OPA devraient diagnostiquer la même hiérarchisation de vulnérabilité et éviter ainsi la confusion auprès des chefs d’entreprise. Ce projet révèle les compétences nécessaires à acquérir, pour les futurs conseillers d’entreprise afin d’effectuer un diagnostic global et proposer des solutions les plus pertinentes, sachant que ce métier implique des compétences multiples : techniques, économiques, juridiques, patrimoniales, commerciales, etc…
- Published
- 2012
14. Alveolitis como urgencia estomatológica en el Policlínico Universitario 'Josué País García' Alveolitis as an stomatological emergency in 'Josué País García' University Polyclinic
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Jamet Bestard Romero, Nelaines Ocaña Fontela, Ana Caridad López Vantourt, Ileana María García Fajardo, and Margarita Escalona Betancourt
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alveolitis ,extracción dentaria ,urgencia estomatológica ,atención primaria de salud ,tooth extraction ,stomatological emergency ,primary health care ,Medicine (General) ,R5-920 ,Internal medicine ,RC31-1245 - Abstract
Se realizó una investigación descriptiva y transversal de 348 pacientes con alveolitis, quienes acudieron por esa causa al Servicio de Urgencias del Policlínico Universitario "Josué País García" de Santiago de Cuba desde septiembre de 2007 hasta marzo de 2009. La inflamación predominó en el sexo femenino, en los grupos de 20 a 59 años de edad y en los terceros molares de la arcada inferior. Entre las manifestaciones clínicas más comunes sobresalieron el dolor y la halitosis. La tasa de prevalencia del proceso inflamatorio fue de 4,8 %.A descriptive and cross sectional investigation of 348 patients with alveolitis who attended the Emergency Service of "Josué País García" University Polyclinic in Santiago de Cuba was carried out from September, 2007 to March, 2009. The inflammation prevailed in the female sex, in the groups of 20 to 59 years of age and in the third molars of the inferior arcade. Among the most common clinical manifestations pain and halitosis were predominant. The prevalence rate of the inflammatory process was 4,8 %.
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- 2011
15. 193 Assessment of osteoblastic activity with 18F-sodium fluoride PET in aortic bioprosthesis structural valve dysfunction : first results of a monocentric observational pilot study.
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Pallardy, A, Lelarge, C, Eugene, T, Jamet, B, Cueff, C, Serfaty, J M, Letourneau, T, and Piriou, N
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OSTEOBLASTS ,CONFERENCES & conventions ,BIOPROSTHETIC heart valves ,HEART valve diseases ,SODIUM compounds ,POSITRON emission tomography ,PHYSIOLOGY - Published
- 2019
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16. [Peripheral embolic arterial accident due to pulmonary vein thrombosis revealing bronchial carcinoma]
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Tassan S, Jp, Chabert, Tassigny C, Jamet B, Ribere R, Gaëtan DESLEE, Metz D, and Elaerts J
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Lung Neoplasms ,Treatment Outcome ,Heparin ,Carcinoma, Squamous Cell ,Anticoagulants ,Humans ,Pulmonary Veno-Occlusive Disease ,Female ,Radiography, Thoracic ,Pulmonary Artery ,Pulmonary Embolism ,Echocardiography, Transesophageal ,Aged - Abstract
The authors report a case of left superior pulmonary vein thrombosis discovered on transoesophageal ultrasonography in the context of aetiological assessment of a systemic vascular accident. This unusual site of a thrombus on an anatomically perfectly normal left atrium led the authors to perform a more detailed assessment, revealing a previously undiagnosed lung cancer on thoracic CT scan.
17. FDG-PET/CT at Relapse Predicts Survival in Multiple Myeloma
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Jamet, B., Clément Bailly, Planche, L., Carlier, T., Eugene, T., Touzeau, C., Ansquer, C., Moreau, P., Kraeber-Bodere, F., and Bodet-Milin, C.
18. Terminal handling protocols in a packet-switched public data network
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Jamet, B, primary and Monnet, M, additional
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- 1978
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19. Transfert de matière avec et sans reaction chimique dans un film tombant cylindrique en régime de transitions et en régime turbulent
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Coeuret, F., primary, Jamet, B., additional, and Ronco, J.J., additional
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- 1970
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20. Transfert de matière avec réaction chimique irréversible du second ordre dans un film liquide sphérique laminaire
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Coeuret, F., primary, Jamet, B., additional, and Ronco, J.J., additional
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- 1970
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21. Transfert de matière avec réaction chimique irréversible du second ordre dans une colonne de sphères et de cylindres alternés
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Jamet, B., primary, Coeuret, F., additional, and Ronco, J.J., additional
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- 1970
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22. Uso y abuso de las benzodiazepinas Use and misuse of benzodiazepines
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Ana López Vantour, Alina Aroche Arzuaga, Jamet Bestard Romero, and Nelaines Ocaña Fontela
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benzodiazepinas ,ansiolítico ,interacción medicamentosa ,calidad de vida ,benzodiazepines ,antianxiety drug ,drug interaction ,quality of life ,Medicine (General) ,R5-920 ,Internal medicine ,RC31-1245 - Abstract
Se comenta acerca del uso y abuso de las benzodiazepinas, mecanismos de acción, farmacocinética, vías de administración, reacciones adversas e interacción con otros medicamentos. Se concluye que el consumo prolongado de ese producto, aun en dosis adecuadas, puede causar dependencia psíquica, física, tolerancia y síndrome de abstinencia, por lo cual se recomienda una mayor divulgación sobre sus efectos, con vista a mejorar la calidad de vida de quienes ingieren el citado fármaco.Use and misuse of benzodiazepines, mechanisms of action, pharmacokinetics, and routes of administration, adverse reactions and interaction with other medications are commented on. It is concluded that prolonged use of that product, even in appropriate doses, can lead to psychic and physical dependence, tolerance and withdrawal syndrome, thus recommending a further information about its effects in order to improve the life quality of those who take this drug.
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- 2010
23. Random survival forest to predict transplant-eligible newly diagnosed multiple myeloma outcome including FDG-PET radiomics: a combined analysis of two independent prospective European trials
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Diana Mateus, Cristina Nanni, Ludivine Morvan, Thomas Carlier, Caroline Bodet-Milin, Clément Bailly, Stephane Chauvie, Elena Zamagni, Bastien Jamet, Françoise Kraeber-Bodéré, Cyrille Touzeau, Anne-Victoire Michaud, Philippe Moreau, Département de Médecine Nucléaire [CHU Nantes], Centre hospitalier universitaire de Nantes (CHU Nantes), Nuclear Oncology (CRCINA-ÉQUIPE 13), Centre de Recherche en Cancérologie et Immunologie Nantes-Angers (CRCINA), Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes), Laboratoire des Sciences du Numérique de Nantes (LS2N), Université de Nantes - UFR des Sciences et des Techniques (UN UFR ST), Université de Nantes (UN)-Université de Nantes (UN)-École Centrale de Nantes (ECN)-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT), Policlinico S. Orsola-malpighi, Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO)-Servizio sanitario regionale Emilia-Romagna, Santa Croce e Carle Hospital [Cuneo, Italy], Service d'Hématologie [Nantes], University of Bologna/Università di Bologna, Service de médecine nucléaire [Saint-Herblain], Centre René Gauducheau-Institut Régional du Cancer Nantes-Atlantique (IRCNA)-Institut de Cancérologie de l'Ouest [Angers/Nantes] (UNICANCER/ICO), UNICANCER-UNICANCER, Bernardo, Elizabeth, Jamet B., Morvan L., Nanni C., Michaud A.-V., Bailly C., Chauvie S., Moreau P., Touzeau C., Zamagni E., Bodet-Milin C., Kraeber-Bodere F., Mateus D., Carlier T., Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA), IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique), Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT)-Université de Nantes - UFR des Sciences et des Techniques (UN UFR ST), Université de Nantes (UN)-Université de Nantes (UN)-École Centrale de Nantes (ECN)-Centre National de la Recherche Scientifique (CNRS), University of Bologna, Centre René Gauducheau-Institut de Cancérologie de l'Ouest [Angers/Nantes] (UNICANCER/ICO), and UNICANCER-UNICANCER-Institut Régional du Cancer Nantes-Atlantique (IRCNA)
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medicine.medical_specialty ,Poor prognosis ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,Newly diagnosed ,Tumor heterogeneity ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Risk groups ,Radiomics ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Fluorodeoxyglucose F18 ,Multiple myeloma ,Positron Emission Tomography Computed Tomography ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,business.industry ,Hazard ratio ,Random survival forest ,General Medicine ,Prognosis ,medicine.disease ,FDG-PET/CT ,3. Good health ,030220 oncology & carcinogenesis ,Radiology ,Radiopharmaceuticals ,Radiomic ,business ,Prognostic value ,Treatment Arm - Abstract
International audience; Purpose: Fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) is included in the International Myeloma Working Group (IMWG) imaging guidelines for the work-up at diagnosis and the follow-up of multiple myeloma (MM) notably because it is a reliable tool as a predictor of prognosis. Nevertheless, none of the published studies focusing on the prognostic value of PET-derived features at baseline consider tumor heterogeneity, which could be of high importance in MM. The aim of this study was to evaluate the prognostic value of baseline PET-derived features in transplant-eligible newly diagnosed (TEND) MM patients enrolled in two prospective independent European randomized phase III trials using an innovative statistical random survival forest (RSF) approach.Methods: Imaging ancillary studies of IFM/DFCI2009 and EMN02/HO95 trials formed part of the present analysis (IMAJEM and EMN02/HO95, respectively). Among all patients initially enrolled in these studies, those with a positive baseline FDG-PET/CT imaging and focal bone lesions (FLs) and/or extramedullary disease (EMD) were included in the present analysis. A total of 17 image features (visual and quantitative, reflecting whole imaging characteristics) and 5 clinical/histopathological parameters were collected. The statistical analysis was conducted using two RSF approaches (train/validation + test and additional nested cross-validation) to predict progression-free survival (PFS).Results: One hundred thirty-nine patients were considered for this study. The final model based on the first RSF (train/validation + test) approach selected 3 features (treatment arm, hemoglobin, and SUVmaxBone Marrow (BM)) among the 22 involved initially, and two risk groups of patients (good and poor prognosis) could be defined with a mean hazard ratio of 4.3 ± 1.5 and a mean log-rank p value of 0.01 ± 0.01. The additional RSF (nested cross-validation) analysis highlighted the robustness of the proposed model across different splits of the dataset. Indeed, the first features selected using the train/validation + test approach remained the first ones over the folds with the nested approach.Conclusion: We proposed a new prognosis model for TEND MM patients at diagnosis based on two RSF approaches.Trial registration: IMAJEM: NCT01309334 and EMN02/HO95: NCT01134484.
- Published
- 2021
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24. Functional Imaging for Therapeutic Assessment and Minimal Residual Disease Detection in Multiple Myeloma
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Clément Bailly, Elena Zamagni, Bastien Jamet, Cristina Nanni, Thomas Carlier, Caroline Bodet-Milin, Philippe Moreau, Anne-Victoire Michaud, Françoise Kraeber-Bodere, Cyrille Touzeau, Centre hospitalier universitaire de Nantes (CHU Nantes), University of Bologna, Azienda Ospedaliero-Universitaria di Bologna, Nuclear Oncology (CRCINA-ÉQUIPE 13), Centre de Recherche en Cancérologie et Immunologie Nantes-Angers (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA), Integrative Oncogenomics of Multiple Myeloma Pathogenesis and Progression (CRCINA-ÉQUIPE 11), Bernardo, Elizabeth, University of Bologna/Università di Bologna, Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes), Jamet B., Zamagni E., Nanni C., Bailly C., Carlier T., Touzeau C., Michaud A.-V., Moreau P., Bodet-Milin C., and Kraeber-Bodere F.
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Neoplasm, Residual ,Review ,Ligands ,therapeutic assessment ,030218 nuclear medicine & medical imaging ,lcsh:Chemistry ,0302 clinical medicine ,Bone Marrow ,hemic and lymphatic diseases ,Positron Emission Tomography Computed Tomography ,Antineoplastic Combined Chemotherapy Protocols ,Prospective Studies ,Prospective cohort study ,lcsh:QH301-705.5 ,Spectroscopy ,Multiple myeloma ,medicine.diagnostic_test ,Remission Induction ,imaging ,General Medicine ,Prognosis ,3. Good health ,Computer Science Applications ,Molecular Probe ,medicine.anatomical_structure ,MRD ,Positron emission tomography ,030220 oncology & carcinogenesis ,Radiopharmaceutical ,Radiology ,Drug Monitoring ,Multiple Myeloma ,Human ,medicine.medical_specialty ,Receptors, CXCR4 ,Prognosi ,Ligand ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,Catalysis ,Inorganic Chemistry ,03 medical and health sciences ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Fluorodeoxyglucose F18 ,Therapeutic assessment ,medicine ,Humans ,prognostic value ,Physical and Theoretical Chemistry ,Molecular Biology ,Antineoplastic Combined Chemotherapy Protocol ,business.industry ,Organic Chemistry ,medicine.disease ,MM ,Minimal residual disease ,FDG-PET/CT ,Bone marrow examination ,Functional imaging ,Prospective Studie ,Diffusion Magnetic Resonance Imaging ,lcsh:Biology (General) ,lcsh:QD1-999 ,Molecular Probes ,Bone marrow ,Radiopharmaceuticals ,business ,Tomography, X-Ray Computed - Abstract
International audience; Serum markers and bone marrow examination are commonly used for monitoring therapy response in multiple myeloma (MM), but this fails to identify minimal residual disease (MRD), which frequently persists after therapy even in complete response patients, and extra-medullary disease escape. Positron emission tomography with computed tomography using 18F-deoxyglucose (FDG-PET/CT) is the reference imaging technique for therapeutic assessment and MRD detection in MM. To date, all large prospective cohort studies of transplant-eligible newly diagnosed MM patients have shown a strong and independent pejorative prognostic impact of not obtaining complete metabolic response by FDG-PET/CT after therapy, especially before maintenance. The FDG-PET/CT and MRD (evaluated by flow cytometry or next-generation sequencing at 10−5 and 10−6 levels, respectively) results are complementary for MRD detection outside and inside the bone marrow. For patients with at least a complete response, to reach double negativity (FDG-PET/CT and MRD) is a predictive surrogate for patient outcome. Homogenization of FDG-PET/CT interpretation after therapy, especially clarification of complete metabolic response definition, is currently underway. FDG-PET/CT does not allow MRD to be evaluated when it is negative at initial workup of symptomatic MM. New PET tracers such as CXCR4 ligands have shown high diagnostic value and could replace FDG in this setting. New sensitive functional magnetic resonance imaging (MRI) techniques such as diffusion-weighted MRI appear to be complementary to FDG-PET/CT for imaging MRD detection. The goal of this review is to examine the feasibility of functional imaging, especially FDG-PET/CT, for therapeutic assessment and MRD detection in MM.
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- 2020
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25. Interest of PET Imaging in Multiple Myeloma
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Bastien Jamet, Clément Bailly, Thomas Carlier, Cyrille Touzeau, Cristina Nanni, Elena Zamagni, Louisa Barré, Anne-Victoire Michaud, Michel Chérel, Philippe Moreau, Caroline Bodet-Milin, Françoise Kraeber-Bodéré, Brunaud, Carole, Service de Médecine Nucléaire [Nantes], Hôpital Laennec, Nuclear Oncology (CRCINA-ÉQUIPE 13), Centre de Recherche en Cancérologie et Immunologie Nantes-Angers (CRCINA), Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes), Regulation of Bcl2 and p53 Networks in Multiple Myeloma and Mantle Cell Lymphoma (CRCINA-ÉQUIPE 10), University of Bologna/Università di Bologna, Imagerie et Stratégies Thérapeutiques des pathologies Cérébrales et Tumorales (ISTCT), Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Normandie Université (NU)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Centre National de la Recherche Scientifique (CNRS), Jamet B., Bailly C., Carlier T., Touzeau C., Nanni C., Zamagni E., Barre L., Michaud A.-V., Cherel M., Moreau P., Bodet-Milin C., Kraeber-Bodere F., Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA), and University of Bologna
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medicine.medical_specialty ,Medullary cavity ,PET/CT imaging ,Prognosi ,[SDV]Life Sciences [q-bio] ,review ,CXCR4 ,030218 nuclear medicine & medical imaging ,Flow cytometry ,03 medical and health sciences ,0302 clinical medicine ,Maintenance therapy ,[CHIM.RADIO] Chemical Sciences/Radiochemistry ,medicine ,Prospective cohort study ,Multiple myeloma ,lcsh:R5-920 ,medicine.diagnostic_test ,business.industry ,General Medicine ,medicine.disease ,Minimal residual disease ,FDG-PET/CT ,3. Good health ,multiple myeloma ,[SDV] Life Sciences [q-bio] ,Positron emission tomography ,030220 oncology & carcinogenesis ,Medicine ,Radiology ,prognosis ,business ,lcsh:Medicine (General) ,[CHIM.RADIO]Chemical Sciences/Radiochemistry - Abstract
The interest of 18Fluoro-deoxyglucose (FDG) positron emission tomography (PET) imaging in the management of patients with multiple myeloma (MM) for the workup at diagnosis and for therapeutic evaluation has recently been demonstrated. FDG-PET is a powerful imaging tool for bone lesions detection at initial diagnosis with high sensitivity and specificity values. The independent pejorative prognostic value on progression-free survival (PFS) and overall survival (OS) of baseline PET-derived parameters (presence of extra-medullary disease (EMD), number of focal bone lesions (FLs), and maximum standardized uptake values [SUVmax]) has been reported in several large independent prospective studies. During therapeutic evaluation, FDG-PET is considered as the reference imaging technique, because it can be performed much earlier than MRI which lacks specificity. Persistence of significant FDG uptake after treatment, notably before maintenance therapy, is an independent pejorative prognostic factor, especially for patients with a complete biological response. So FDG-PET and medullary flow cytometry are complementary tools for detection of minimal residual disease before maintenance therapy. However, the definition of PET metabolic complete response should be standardized. In patients with smoldering multiple myeloma, the presence of at least one hyper-metabolic lytic lesions on FDG-PET may be considered as a criterion for initiating therapy. FDG-PET is also indicated for initial staging of a solitary plasmacytoma so as to not disregard other bone or extra-medullary localizations. Development of nuclear medicine offer new perspectives for MM imaging. Recent PET tracers are willing to overcome limitations of FDG. (11)C-Methionine, which uptake reflects the increased protein synthesis of malignant cells seems to correlate well with bone marrow infiltration. Lipid tracers, such as Choline or acetate, and some peptide tracers, such as (68) Ga-Pentixafor, that targets CXCR4 (chemokine receptor-4, which is often expressed with high density by myeloma cells), are other promising PET ligands. 18F-fludarabine and immuno-PET targeting CD138 and CD38 also showed promising results in preclinical models.
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- 2019
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26. Glucose Metabolism Quantified by SUVmax on Baseline FDG-PET/CT Predicts Survival in Newly Diagnosed Multiple Myeloma Patients: Combined Harmonized Analysis of Two Prospective Phase III Trials
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Caroline Bodet-Milin, Thomas Carlier, Bastien Jamet, Françoise Kraeber-Bodere, Elena Zamagni, Cyrille Touzeau, Anne-Victoire Michaud-Robert, Clément Bailly, Philippe Moreau, Cristina Nanni, Centre de Recherche en Cancérologie et Immunologie Nantes-Angers (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA), University of Bologna, Nuclear Oncology (CRCINA-ÉQUIPE 13), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Regulation of Bcl2 and p53 Networks in Multiple Myeloma and Mantle Cell Lymphoma (CRCINA-ÉQUIPE 10), Integrative Oncogenomics of Multiple Myeloma Pathogenesis and Progression (CRCINA-ÉQUIPE 11), Institut de Cancérologie de l'Ouest [Angers/Nantes] (UNICANCER/ICO), UNICANCER, Sant'Orsola-Malpighi Polyclinic [Bologna, Italy], Michaud-Robert A.-V., Zamagni E., Carlier T., Bailly C., Jamet B., Touzeau C., Moreau P., Kraeber-Bodere F., Nanni C., Bodet-Milin C., Bernardo, Elizabeth, Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes), University of Bologna/Università di Bologna, and Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes)
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prognostic value ,0301 basic medicine ,Cancer Research ,medicine.medical_specialty ,Multivariate analysis ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,Standardized uptake value ,lcsh:RC254-282 ,03 medical and health sciences ,0302 clinical medicine ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Medicine ,Prospective cohort study ,Multiple myeloma ,medicine.diagnostic_test ,business.industry ,Communication ,SUVmax ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,FDG-PET/CT ,3. Good health ,multiple myeloma ,030104 developmental biology ,medicine.anatomical_structure ,Oncology ,Positron emission tomography ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Hematological neoplasm ,Bone marrow ,Radiology ,business - Abstract
Simple Summary Multiple myeloma (MM) is associated with high morbidity and mortality and variable survival that requires early identification of high-risk patients in order to quickly adapt treatment. FDG-PET/CT is a promising technique for initial staging of symptomatic MM. The aim of our retrospective study was to asses the prognostic value of this technique at baseline in symptomatic MM patients included in two large European prospective studies. After harmonization of data by and ad-hoc approach called M-Combat, we confirmed the prognostic value of FDG-PET/CT in a population of 227 MM patients, by integrating a new prognostic biomarker named “bone SUVmax” (including the maximum intensity of fixation of focal lesions and bone marrow) which is strongly correlated with a poorer prognosis of MM patients. Prognostic patient stratification is currently based on laboratory tests and genomic abnormalities, but FDG-PET/CT is likely to be an important method of defining high-risk patients, and thus, to potentially better adapt future therapeutic management. Abstract Background: Multiple myeloma is a hematological neoplasm characterized by a clonal proliferation of malignant plasma cells in the bone marrow, and is associated with high morbidity and mortality and variable survival. Positron emission tomography combined with computed tomography using 18F-deoxyfluoroglucose (FDG-PET/CT) is a promising technique for initial staging of symptomatic multiple myeloma patients. The objective of this study was to assess the prognostic value of this technique at baseline in symptomatic multiple myeloma patients included in two large European prospective studies (French and Italian). Methods: We retrospectively performed a combined harmonized analysis of 227 newly diagnosed transplant eligible multiple myeloma patients from two separate phase III trials. All images were centrally reviewed and analyzed using visual criteria and maximal standardized uptake value. An ad-hoc approach (called modified Combat) was applied to harmonize the data and then remove the “country effect” in order to strengthen the reliability of the final conclusions. Results: Using a multivariate analysis including treatment arm, R-ISS score, presence of extra-medullary disease and bone SUVmax, only bone SUVmax (p = 0.016) was an independent prognosis factor with an OS threshold of 7.1. For PFS, treatment arm and presence of extra-medullary disease were both independent prognosis biomarkers (p = 0.022 and 0.006 respectively). Conclusions: Our results show that bone SUVmax is a simple and reliable biomarker to analyze FDG-PET/CT at baseline that strongly correlates with a poorer prognosis for MM patients.
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- 2020
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27. EANM guidelines on the use of [ 18 F]FDG PET/CT in diagnosis, staging, prognostication, therapy assessment, and restaging of plasma cell disorders.
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Nanni C, Deroose CM, Balogova S, Lapa C, Withofs N, Subesinghe M, Jamet B, Zamagni E, Ippolito D, Delforge M, and Kraeber-Bodéré F
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- Humans, Neoplasm Staging, Prognosis, Radiopharmaceuticals, Nuclear Medicine standards, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography standards
- Abstract
We provide updated guidance and standards for the indication, acquisition, and interpretation of [
18 F]FDG PET/CT for plasma cell disorders. Procedures and characteristics are reported and different scenarios for the clinical use of [18 F]FDG PET/CT are discussed. This document provides clinicians and technicians with the best available evidence to support the implementation of [18 F]FDG PET/CT imaging in routine practice and future research., Competing Interests: Declarations. Human ethics and consent to participate: Not applicable. Competing interests: CN has received consultant honoraria from Keosys and funding from Radius, Immedica, Thema Sinergie. CMD has received consultant honoraria from Sirtex, Advanced Accelerator Applications, Novartis, Ipsen, Terumo, PSI CRO and Immedica Pharma; his institution has received travel support from GE Healthcare, Sirtex. CL has received research funding from RayzeBio and consultant honoraria from Blue Earth Diagnostics Ltd. (BED, Oxford, UK) and Novartis. NW has received consultant honoraria from Novartis and SCK CEN. EZ has served consulting/advisory role and received honoraria from Janssen, Bristol-Myers Squibb, Sanofi, Amgen, GlaxoSmithKline, Pfizer, Oncopeptides, Menarini Stemline. MD has received speaker honoraria from BMS, GSK, Janssen, Sanofi, Stemline. FKB has received consultant honoraria from Novartis AAA, Telix pharmaceuticals and Immedica and research funding from Siemens. SB, MS, BJ, DI have no relevant financial or non-financial interests to disclose. Liability statement: This guideline summarizes the views of the EANM Oncology and Theranostics Committee. It reflects recommendations for which the EANM cannot be held responsible. The recommendations should be taken into context of good practice of nuclear medicine and do not substitute for national and international legal or regulatory provisions., (© 2024. The Author(s).)- Published
- 2024
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28. [Aortitis].
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Espitia O, Toquet C, Jamet B, Serfaty JM, and Agard C
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- Humans, Giant Cell Arteritis diagnosis, Giant Cell Arteritis complications, Giant Cell Arteritis epidemiology, Giant Cell Arteritis therapy, Diagnosis, Differential, Aortitis diagnosis, Aortitis therapy, Aortitis etiology, Aortitis epidemiology
- Abstract
Aortitis is a rare disease entity of unknown prevalence. Primary aortitis mainly affects the thoracic aorta. They are most often diagnosed on imaging by grade III 18-FDG uptake of the aortic wall on PET, or by circumferential thickening>2.2mm on CT or MRI with late-stage contrast. More rarely, aortitis is histologically proven, as in some cases of clinically isolated aortitis discovered after planned aortic aneurysm surgery or during aortic dissection surgery. The most common histological types are granulomatous/giant cell or lymphoplasmacytic. Clinical signs associated with aortitis are often non-specific: asthenia, fever, dry cough, chest, back, lumbar or abdominal pain. Aortitis can be divided into different etiological categories: primary aortitis, which includes vasculitis with a preferential or exclusive tropism for the aortic wall, aortitis secondary to systemic or iatrogenic diseases, and infectious aortitis. The main etiologies of primary aortitis are giant cell arteritis (GCA), Takayasu arteritis (TA) or clinically isolated aortitis. Aortitis secondary to systemic diseases is seen in atrophying polychondritis, systemic lupus and inflammatory rheumatic diseases such as spondyloarthropathy and rheumatoid arthritis. In both ACG and AT, aortitis is a negative factor, characterized by a higher risk of relapse, cardiovascular complications and increased mortality. The management of aortitis is insufficiently codified, and relies on the control of cardiovascular risk factors, with particular monitoring of blood pressure and LDL cholesterol, and on corticosteroid therapy and immunosuppressive drugs, the use of which will depend on the disease associated with the aortitis, the initial severity and comorbidities., (Copyright © 2024 The Author(s). Published by Elsevier Masson SAS.. All rights reserved.)
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- 2024
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29. Case Report of Concomitant Diagnosis of Locally Advanced Intrahepatic Cholangiocarcinoma and Solitary Plasmacytoma of T11 Vertebra: Impact on Diagnostic and Clinical Management.
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Touchefeu Y, Barbaud M, Prin-Felix L, Samarut E, Jamet B, Ollivier L, and Bouda D
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- Humans, Female, Middle Aged, Bile Duct Neoplasms, Cholangiocarcinoma, Plasmacytoma
- Abstract
A solitary bone plasmacytoma is a rare tumor. Intrahepatic cholangiocarcinoma is the second most common primary liver cancer after hepatocellular carcinoma. We present the case of a 48-year-old female patient who consulted for recent back pain, with a final diagnosis of T10 solitary plasmacytoma and synchronous intrahepatic cholangiocarcinoma. Imaging suggested cholangiocarcinoma with bone metastasis. The patient underwent neurosurgical management with laminectomy, arthrodesis, and arthrectomy, with biopsies revealing monotypic kappa plasmacytic proliferation. Liver biopsies revealed an adenocarcinoma with expression of cytokeratin 19, cytokeratin 7, N-cadherin, and high expression of carbonic anydrase IX. The plasmacytoma was treated with external radiotherapy. The cholangiocarcinoma was treated with selective internal radiation therapy and concomitant systemic treatment with combinations of cisplatin and durvalumab, with capecitabine during radiotherapy, switched for gemcitabine after completion of irradiation. One year after initial management, imaging revealed a partial metabolic response of the intrahepatic cholangiocarcinoma, and a complete metabolic response of the plasmacytoma. This case illustrates the importance of not ignoring two primary tumors and the management of two concomitant treatments exploiting potential therapeutic synergies and limiting expected toxicities.
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- 2024
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30. DCE-MRI to distinguish all monoclonal plasma cell disease stages and correlation with diffusion-weighted MRI/PET-based biomarkers in a hybrid simultaneous whole body-2-[18F]FDG-PET/MRI imaging approach.
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Jamet B, Necib H, Carlier T, Frampas E, Bazin J, Desfontis PH, Monnet A, Bodet-Milin C, Moreau P, Touzeau C, and Kraeber-Bodere F
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- Humans, Male, Female, Middle Aged, Aged, Prospective Studies, Magnetic Resonance Imaging methods, Monoclonal Gammopathy of Undetermined Significance diagnostic imaging, Contrast Media, Multimodal Imaging methods, Radiopharmaceuticals, Whole Body Imaging methods, Aged, 80 and over, Bone Marrow diagnostic imaging, Bone Marrow pathology, Fluorodeoxyglucose F18, Multiple Myeloma diagnostic imaging, Diffusion Magnetic Resonance Imaging methods, Positron-Emission Tomography methods
- Abstract
Background: Dynamic contrast-enhanced-MRI (DCE-MRI) is able to study bone marrow angiogenesis in patients with multiple myeloma (MM) and asymptomatic precursor diseases but its role in the management of MM has not yet been established. The aims of this prospective study was to compare DCE-MRI-based parameters between all monoclonal plasma cell disease stages in order to find out discriminatory parameters and to seek correlations with other diffusion-weighted MRI and positron emission tomography (PET)-based biomarkers in a hybrid simultaneous whole-body-2-[18F]fluorodeoxyglucose (FDG)-PET/MRI (WB-2-[18F]FDG-PET/MRI) imaging approach., Methods: Patients with newly diagnosed Monoclonal gammopathy of undetermined significance (MGUS), smoldering multiple myeloma (SMM) or symptomatic MM according to international myeloma working group and underwent WB-2-[18F]FDG-PET/MRI imaging including bone marrow DCE sequences at the Nantes University Hospital were prospectively enrolled in this study before receiving treatment., Results: One hundred and sixty-seven patients (N = 167, mean age: 64 years ± 11 [Standard deviation], 66 males) were considered for the analysis. DCE-MRI-based Peak Enhancement Intensity (PEI), Time to PEI (TPEI) and their maximum intensity time ratio (MITR: PEI/TPEI) values were significantly different between the different monoclonal plasma cell disease stages, PEI values increasing and TPEI values decreasing progressively along the spectrum of plasma cell disorders, from MGUS stage to symptomatic multiple myeloma. PEI values were significantly higher in patients with diffuse bone marrow involvement (either in PET or in MRI images) than in those without diffuse bone marrow involvement, unlike TPEI values. PEI and TPEI values were not significantly different between patients with or without focal bone lesions., Conclusion: Different DCE-MRI-based parameters (PEI, TPEI, MITR) could significantly differentiate all monoclonal plasma cell disease stages and complemented conventional MRI and PET-based biomarkers., (© 2024. The Author(s).)
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- 2024
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31. Immune-related adverse events with bispecific T-cell engager therapy targeting B-cell maturation antigen.
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Piron B, Bastien M, Antier C, Dalla-Torre R, Jamet B, Gastinne T, Dubruille V, Moreau P, Martin J, Bénichou A, Touzeau C, and Tessoulin B
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- Humans, T-Lymphocytes, B-Cell Maturation Antigen, Antibodies, Bispecific adverse effects
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- 2024
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32. Multiple myeloma mimicking metastatic skull base paraganglioma in [ 68 Ga]Ga-DOTATOC-PET/CT and 2-[ 18 F]FDG-PET/CT imaging.
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Jamet B, Bodet-Milin C, Moreau P, Touzeau C, and Kraeber-Bodéré F
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- Humans, Positron Emission Tomography Computed Tomography methods, Fluorodeoxyglucose F18, Positron-Emission Tomography methods, Skull Base, Gallium Radioisotopes, Multiple Myeloma diagnostic imaging, Paraganglioma diagnostic imaging, Organometallic Compounds
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- 2023
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33. New Developments in Myeloma Treatment and Response Assessment.
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Kraeber-Bodéré F, Jamet B, Bezzi D, Zamagni E, Moreau P, and Nanni C
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- Humans, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography, Prospective Studies, Immunotherapy, Multiple Myeloma diagnostic imaging, Multiple Myeloma therapy
- Abstract
Recent innovative strategies have dramatically redefined the therapeutic landscape for treating multiple myeloma patients. In particular, the development and application of immunotherapy and high-dose therapy have demonstrated high response rates and have prolonged remission duration. Over the past decade, new morphologic or hybrid imaging techniques have gradually replaced conventional skeletal surveys. PET/CT using
18 F-FDG is a powerful imaging tool for the workup at diagnosis and for therapeutic evaluation allowing medullary and extramedullary assessment. The independent negative prognostic value for progression-free and overall survival derived from baseline PET-derived parameters such as the presence of extramedullary disease or paramedullary disease, as well as the number of focal bone lesions and SUVmax , has been reported in several large prospective studies. During therapeutic evaluation,18 F-FDG PET/CT is considered the reference imaging technique because it can be performed much earlier than MRI, which lacks specificity. Persistence of significant abnormal18 F-FDG uptake after therapy is an independent negative prognostic factor, and18 F-FDG PET/CT and medullary flow cytometry are complementary tools for detecting minimal residual disease before maintenance therapy. The definition of a PET metabolic complete response has recently been standardized and the interpretation criteria harmonized. The development of advanced PET analysis and radiomics using machine learning, as well as hybrid imaging with PET/MRI, offers new perspectives for multiple myeloma imaging. Most recently, innovative radiopharmaceuticals such as C-X-C chemokine receptor type 4-targeted small molecules and anti-CD38 radiolabeled antibodies have shown promising results for tumor phenotype imaging and as potential theranostics., (© 2023 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2023
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34. Hybrid simultaneous whole-body 2-[ 18 F]FDG-PET/MRI imaging in newly diagnosed multiple myeloma: first diagnostic performance and clinical added value results.
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Jamet B, Carlier T, Bailly C, Bodet-Milin C, Monnet A, Frampas E, Touzeau C, Moreau P, and Kraeber-Bodere F
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- Humans, Fluorodeoxyglucose F18, Prospective Studies, Positron-Emission Tomography, Magnetic Resonance Imaging methods, Whole Body Imaging methods, Radiopharmaceuticals pharmacology, Positron Emission Tomography Computed Tomography methods, Multiple Myeloma diagnosis, Smoldering Multiple Myeloma, Bone Diseases
- Abstract
Objectives: Mixing diagnostic and prognostic data provided by whole-body MRI (WB-MRI) and 2-
18 F-fluorodeoxyglucose (2-[18 F]FDG) positron emission tomography (2-[18 F]FDG-PET) from a single simultaneous imaging technique for newly diagnosed multiple myeloma (NDMM) initial workup seems attractive. However, to date, the published data are scarce and this possibility has not been fully explored. In this prospective study, we aimed to explore the diagnostic performance and added clinical value of WB-2-[18 F]FDG-PET/MRI imaging in NDMM., Methods: All patients with confirmed NDMM at the Nantes University Hospital were prospectively enrolled in this study and underwent WB-2-[18 F]FDG-PET/MRI imaging on a 3-T Biograph mMR before receiving treatment. Before imaging, they were considered either as symptomatic or as smoldering MM (SMM). Diagnostic performance of global WB-2-[18 F]FDG-PET/MRI imaging, as well as PET and MRI separately for FL and diffuse BMI detection, was assessed and compared in each group. PET-based (maximal standardized uptake value, SUVmax ) and MRI-based (mean apparent diffusion coefficient value, ADCmean ) quantitative features were collected for FL/para-medullary disease (PMD)/bone marrow and were compared., Results: A total of 52 patients were included in this study. PET and MRI were equally effective at detecting patients with FL (69% vs. 75%) and with diffuse BMI (62% for both) in the symptomatic MM group. WB-2-[18 F]FDG-PET/MRI imaging detected FL in 22% of patients with SMM (with a higher diagnostic performance for MRI), resulting in a significant impact on clinical management in this population. SUVmax and ADCmean quantitative features were weakly or not correlated., Conclusions: WB-2-[18 F]FDG-PET/MRI could represent the next-generation imaging modality for MM., Key Points: • Whole-body 2-[18 F]FDG-PET/MRI imaging detected at least one focal bone lesion in 75% of patients with symptomatic multiple myeloma, and PET and MRI were equally effective at identifying patients with a focal bone lesion. • Whole-body 2-[18 F]FDG-PET/MRI imaging detected a focal bone lesion in 22% of patients with smoldering multiple myeloma (with a higher diagnostic performance for MRI). • MRI had a significant impact on clinical management of smoldering multiple myeloma., (© 2023. The Author(s), under exclusive licence to European Society of Radiology.)- Published
- 2023
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35. 18 F-FDG-Based Radiomics and Machine Learning: Useful Help for Aortic Prosthetic Valve Infective Endocarditis Diagnosis?
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Godefroy T, Frécon G, Asquier-Khati A, Mateus D, Lecomte R, Rizkallah M, Piriou N, Jamet B, Le Tourneau T, Pallardy A, Boutoille D, Eugène T, and Carlier T
- Subjects
- Humans, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography methods, Retrospective Studies, Predictive Value of Tests, Machine Learning, Radiopharmaceuticals, Endocarditis, Bacterial, Heart Valve Prosthesis, Endocarditis diagnostic imaging, Endocarditis etiology
- Abstract
Background: Fluorine-18 fluorodeoxyglucose (
18 F-FDG)-positron emission tomography (PET)/computed tomography (CT) results in better sensitivity for prosthetic valve endocarditis (PVE) diagnosis, but visual image analysis results in relatively weak specificity and significant interobserver variability., Objectives: The primary objective of this study was to evaluate the performance of a radiomics and machine learning-based analysis of18 F-FDG PET/CT (PET-ML) as a major criterion for the European Society of Cardiology score using machine learning as a major imaging criterion (ESC-ML) in PVE diagnosis. The secondary objective was to assess performance of PET-ML as a standalone examination., Methods: All18 F-FDG-PET/CT scans performed for suspected aortic PVE at a single center from 2015 to 2021 were retrospectively included. The gold standard was expert consensus after at least 3 months' follow-up. The machine learning (ML) method consisted of manually segmenting each prosthetic valve, extracting 31 radiomics features from the segmented region, and training a ridge logistic regressor to predict PVE. Training and hyperparameter tuning were done with a cross-validation approach, followed by an evaluation on an independent test database., Results: A total of 108 patients were included, regardless of myocardial uptake, and were divided into training (n = 68) and test (n = 40) cohorts. Considering the latter, PET-ML findings were positive for 13 of 22 definite PVE cases and 3 of 18 rejected PVE cases (59% sensitivity, 83% specificity), thus leading to an ESC-ML sensitivity of 72% and a specificity of 83%., Conclusions: The use of ML for analyzing18 F-FDG-PET/CT images in PVE diagnosis was feasible and beneficial, particularly when ML was included in the ESC 2015 criteria. Despite some limitations and the need for future developments, this approach seems promising to optimize the role of18 F-FDG PET/CT in PVE diagnosis., Competing Interests: Funding Support and Author Disclosures This work was partially funded by the European Regional Development Fund, the Pays de la Loire region on the Connect Talent MILCOM programme (Multi-modal Imaging and Learning for Computational-based Medicine), Nantes Métropole (Convention 2017-10470), the French National Research Agency Investissements d’Avenir LabEx Iron (number ANR-11-LABX-0018-01), the Integrated Cancer Research Site (SIRIC) Imaging and Longitudinal Investigations to Ameliorate Decision Making (ILIAD) (INCa-DGOS-Inserm-12558), and the Clinical Research Institute TransForMed (I-SITE NExT). The authors have reported that they have no relationships relevant to the contents of this paper to disclose., (Copyright © 2023 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)- Published
- 2023
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36. Prognostic factors in giant cell arteritis associated aortitis with PET/CT and CT angiography at diagnosis.
- Author
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Genin V, Alexandra JF, de Boysson H, Sailler L, Samson M, Granel B, Sacre K, Quéméneur T, Rousselin C, Urbanski G, Magnant J, Devauchelle-Pensec V, Queyrel-Moranne V, Martin M, Héron E, Daumas A, de Pinho QG, Jamet B, Serfaty JM, Agard C, and Espitia O
- Subjects
- Humans, Female, Middle Aged, Aged, Positron Emission Tomography Computed Tomography, Computed Tomography Angiography adverse effects, Prognosis, Fluorodeoxyglucose F18, Radiopharmaceuticals, Aortitis complications, Aortitis diagnosis, Giant Cell Arteritis complications
- Abstract
Background: Prognosis data on giant-cell arteritis (GCA)-associated aortitis are scarce and heterogeneous. The aim of this study was to compare the relapses of patients with GCA-associated aortitis according to the presence of aortitis on CT-angiography (CTA) and/or on FDG-PET/CT., Methods: This multicenter study included GCA patients with aortitis at diagnosis; each case underwent both CTA and FDG-PET/CT at diagnosis. A centralized review of image was performed and identified patients with both CTA and FDG-PET/CT positive for aortitis (Ao-CTA+/PET+); patients with positive FDG-PET/CT but negative CTA for aortitis (Ao-CTA-/PET+), and patients solely positive on CTA., Results: Eighty-two patients were included with 62 (77%) of female sex. Mean age was 67±8 years; 64 patients (78%) were in the Ao-CTA+/PET+ group; 17 (22%) in the Ao-CTA-/PET+ group and 1 had aortitis only on CTA. Overall, 51 (62%) patients had at least one relapse during follow-up: 45/64 (70%) in the Ao-CTA+/PET+ group and 5/17 (29%) in the Ao-CTA-/PET+ group (log rank, p = 0.019). In multivariate analysis, aortitis on CTA (Hazard Ratio 2.90, p = 0.03) was associated with an increased risk of relapse., Conclusion: Positivity of both CTA and FDG-PET/CT for GCA-related aortitis was associated with an increased risk of relapse. Aortic wall thickening on CTA was a risk factor of relapse compared with isolated aortic wall FDG uptake., Competing Interests: Declaration of Competing Interest Authors have no conflict of interest for this study., (Copyright © 2023 Elsevier Inc. All rights reserved.)
- Published
- 2023
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37. Prognostic value of positron emission tomography/computed tomography in transplant-eligible newly diagnosed multiple myeloma patients from CASSIOPEIA: the CASSIOPET study.
- Author
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Kraeber-Bodéré F, Zweegman S, Perrot A, Hulin C, Caillot D, Facon T, Leleu X, Belhadj K, Itti E, Karlin L, Bailly C, Levin MD, Minnema MC, Jamet B, Bodet-Milin C, De Keizer B, Béné MC, Avet-Loiseau H, Sonneveld P, Pei L, Rigat F, De Boer C, Vermeulen J, Kampfenkel T, Lambert J, and Moreau P
- Subjects
- Humans, Prognosis, Positron Emission Tomography Computed Tomography methods, Positron-Emission Tomography, Fluorodeoxyglucose F18, Radiopharmaceuticals, Multiple Myeloma diagnostic imaging
- Published
- 2023
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38. Semi-Quantitative [ 18 F]FDG-PET/CT ROC-Analysis-Based Cut-Offs for Aortitis Definition in Giant Cell Arteritis.
- Author
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Espitia O, Schanus J, Agard C, Kraeber-Bodéré F, Guédon AF, Bénichou A, Serfaty JM, Coudol S, Karakachoff M, and Jamet B
- Subjects
- Humans, Positron Emission Tomography Computed Tomography methods, Fluorodeoxyglucose F18, ROC Curve, Radiopharmaceuticals, Retrospective Studies, Giant Cell Arteritis diagnostic imaging, Aortitis diagnostic imaging, Plaque, Atherosclerotic
- Abstract
[18F]fluorodeoxyglucose-positron emission tomography/computed tomography ([18F]FDG-PET/CT) is used to diagnose large vessel vasculitis in giant cell arteritis (GCA). We aimed to define a semi-quantitative threshold for identifying GCA aortitis from aortic atheroma or the control. Contrast enhanced computed tomography (CECT) was used as the reference imaging for aortic evaluation and to define aortitis, aortic atheroma and control aortas. [18F]FDG-PET/CT was performed on 35 GCA patients and in two different control groups (aortic atheroma (n = 70) and normal control (n = 35)). Aortic semi-quantitative features were compared between the three groups. GCA patients without aortitis on CECT were excluded. Of the GCA patients, 19 (54.3%) were not on glucocorticoids (GC) prior to [18F]FDG-PET/CT. The SUVmax, TBRblood and TBRliver aortic values were significantly higher in the GCA aortitis group than in the aortic atheroma and control groups (p < 0.001). Receiver operating characteristic curve analyses brought to light quantitative cut-off values allowing GCA aortitis diagnosis with optimal sensitivity and specificity versus control or aortic atheroma patients for each PET-based feature analyzed. Considering the overall aorta, a SUVmax threshold of 3.25 and a TBRblood threshold of 1.75 had a specificity of 83% and 75%, respectively, a sensitivity of 81% and 81%, respectively, and the area under the ROC curve (AUC) was 0.86 and 0.83, respectively, for aortitis detection compared to control groups in GCA cases with GC. A SUVmax threshold of 3.45 and a TBRblood threshold of 1.97 had a specificity of 90% and 93%, respectively, a sensitivity of 89% and 89%, respectively, with an AUC of 0.89 and 0.96, respectively, for aortitis detection compared to the control in GC-free GCA cases. Discriminative thresholds of SUVmax and TBRblood for the diagnosis of GCA aortitis were established using CECT as the reference imaging.
- Published
- 2022
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39. 18F-Fluorodeoxyglucose Positron Emission Tomography for the Detection of Myocardial Inflammation in Arrhythmogenic Left Ventricular Cardiomyopathy.
- Author
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Tessier R, Marteau L, Vivien M, Guyomarch B, Thollet A, Fellah I, Jamet B, Sébille JC, Eugene T, Serfaty JM, Probst V, Trochu JN, Toquet C, Warin-Fresse K, and Piriou N
- Subjects
- Fluorodeoxyglucose F18, Humans, Inflammation diagnostic imaging, Positron Emission Tomography Computed Tomography methods, Positron-Emission Tomography methods, Radiopharmaceuticals, Cardiomyopathies diagnostic imaging, Cardiomyopathies etiology, Myocarditis diagnostic imaging
- Published
- 2022
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40. Molecular Signature of 18 F-FDG PET Biomarkers in Newly Diagnosed Multiple Myeloma Patients: A Genome-Wide Transcriptome Analysis from the CASSIOPET Study.
- Author
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Alberge JB, Kraeber-Bodéré F, Jamet B, Touzeau C, Caillon H, Wuilleme S, Béné MC, Kampfenkel T, Sonneveld P, van Duin M, Avet-Loiseau H, Corre J, Magrangeas F, Carlier T, Bodet-Milin C, Chérel M, Moreau P, Minvielle S, and Bailly C
- Subjects
- Biomarkers, Gene Expression Profiling, Humans, Neoplasm, Residual, Positron Emission Tomography Computed Tomography methods, Radiopharmaceuticals, Fluorodeoxyglucose F18, Multiple Myeloma diagnostic imaging, Multiple Myeloma genetics
- Abstract
The International Myeloma Working Group recently fully incorporated
18 F-FDG PET into multiple myeloma (MM) diagnosis and response evaluation. Moreover, a few studies demonstrated the prognostic value of several biomarkers extracted from this imaging at baseline. Before these18 F-FDG PET biomarkers could be fully endorsed as risk classifiers by the hematologist community, further characterization of underlying molecular aspects was necessary. Methods: Reported prognostic biomarkers (18 F-FDG avidity, SUVmax , number of focal lesions, presence of paramedullary disease [PMD] or extramedullary disease) were extracted from18 F-FDG PET imaging at baseline in a group of 139 patients from CASSIOPET, a companion study of the CASSIOPEIA cohort (ClinicalTrials.gov identifier NCT02541383). Transcriptomic analyses using RNA sequencing were realized on sorted bone marrow plasma cells from the same patients. An association with a high-risk gene expression signature (IFM15), molecular classification, progression-free survival, a stringent clinical response, and minimal residual disease negativity were explored. Results:18 F-FDG PET results were positive in 79.4% of patients; 14% and 11% of them had PMD and extramedullary disease, respectively. Negative18 F-FDG PET results were associated with lower levels of expression of hexokinase 2 ( HK2 ) (fold change, 2.1; adjusted P = 0.04) and showed enrichment for a subgroup of patients with a low level of bone disease. Positive18 F-FDG PET results displayed 2 distinct signatures: either high levels of expression of proliferation genes or high levels of expression of GLUT5 and lymphocyte antigens. PMD and IFM15 were independently associated with a lower level of progression-free survival, and the presence of both biomarkers defined a group of "double-positive" patients at very high risk of progression. PMD and IFM15 were related neither to minimal residual disease assessment nor to a stringent clinical response. Conclusion: Our study confirmed and extended the association between imaging biomarkers and transcriptomic programs in MM. The combined prognostic value of PMD and a high-risk IFM15 signature may help define MM patients with a very high risk of progression., (© 2022 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2022
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41. Cytokine release syndrome and tumor lysis syndrome in a multiple myeloma patient treated with palliative radiotherapy: A case report and review of the literature.
- Author
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Cailleteau A, Touzeau C, Jamet B, Guimas V, Jouglar E, and Supiot S
- Abstract
We present the case of a 53-year-old woman treated with analgesic radiotherapy for a multiple myeloma bone lesion of the forearm. After a first fraction of 5 Gray (Gy), she presented with an acute respiratory syndrome with fever a few hours after the treatment. The same symptoms occurred after the second fraction 3 days later. The patient recovered quickly thanks to intravenous hydration and suspension of the radiotherapy. Biological tests revealed a tumor lysis syndrome. We concluded that the clinical symptoms could be defined as cytokine release syndrome. This is the second time in the literature that cytokine release syndrome has been described following radiotherapy. First, we synthesize TLS and radiotherapy to determine how radiotherapy could be a trigger associated with other well-known factors. Furthermore, we discuss radiotherapy and cytokine release syndrome., Summary: We present the case of a woman treated with analgesic radiotherapy for a multiple myeloma bone lesion. Following the first and the second treatment fraction, the patient presented with an acute respiratory syndrome with fever and biological tests revealed a tumor lysis syndrome. We concluded that the clinical symptoms could be defined as cytokine release syndrome. Furthermore, we discuss how radiotherapy could be a trigger of cytokine release syndrome and tumor lysis syndrome in association with chemotherapy drugs., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2021 The Author(s).)
- Published
- 2021
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42. Specific features to differentiate Giant cell arteritis aortitis from aortic atheroma using FDG-PET/CT.
- Author
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Espitia O, Schanus J, Agard C, Kraeber-Bodéré F, Hersant J, Serfaty JM, and Jamet B
- Subjects
- Aged, Aorta, Thoracic diagnostic imaging, Female, Fluorodeoxyglucose F18 chemistry, Fluorodeoxyglucose F18 metabolism, Giant Cell Arteritis diagnostic imaging, Humans, Male, Middle Aged, Plaque, Atherosclerotic diagnostic imaging, Giant Cell Arteritis diagnosis, Plaque, Atherosclerotic diagnosis, Positron Emission Tomography Computed Tomography
- Abstract
Aortic wall
18 F-fluorodeoxyglucose (FDG)-uptake does not allow differentiation of aortitis from atheroma, which is problematic in clinical practice for diagnosing large vessel vasculitis giant-cell arteritis (GCA) in elderly patients. The purpose of this study was to compare the FDG uptake characteristics of GCA aortitis and aortic atheroma using positron emission tomography/FDG computed tomography (FDG-PET/CT). This study compared FDG aortic uptake between patients with GCA aortitis and patients with aortic atheroma; previously defined by contrast enhanced CT. Visual grading according to standardized FDG-PET/CT interpretation criteria and semi-quantitative analyses (maximum standardized uptake value (SUVmax ), delta SUV (∆SUV), target to background ratios (TBR)) of FDG aortic uptake were conducted. The aorta was divided into 5 segments for analysis. 29 GCA aortitis and 66 aortic atheroma patients were included. A grade 3 FDG uptake of the aortic wall was identified for 23 (79.3%) GCA aortitis patients and none in the atheroma patient group (p < 0.0001); grade 2 FDG uptake was as common in both populations. Of the 29 aortitis patients, FDG uptake of all 5 aortic segments was positive for 21 of them (72.4%, p < 0.0001). FDG uptake of the supra-aortic trunk was identified for 24 aortitis (82.8%) and no atheromatous cases (p < 0.0001). All semi-quantitative analyses of FDG aortic wall uptake (SUVmax , ∆SUV and TBRs) were significantly higher in the aortitis group. ∆SUV was the feature with the largest differential between aortitis and aortic atheroma. In this study, GCA aortitis could be distinguished from an aortic atheroma by the presence of an aortic wall FDG uptake grade 3, an FDG uptake of the 5 aortic segments, and FDG uptake of the peripheral arteries., (© 2021. The Author(s).)- Published
- 2021
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43. Random survival forest to predict transplant-eligible newly diagnosed multiple myeloma outcome including FDG-PET radiomics: a combined analysis of two independent prospective European trials.
- Author
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Jamet B, Morvan L, Nanni C, Michaud AV, Bailly C, Chauvie S, Moreau P, Touzeau C, Zamagni E, Bodet-Milin C, Kraeber-Bodéré F, Mateus D, and Carlier T
- Subjects
- Humans, Positron Emission Tomography Computed Tomography, Prognosis, Prospective Studies, Radiopharmaceuticals, Fluorodeoxyglucose F18, Multiple Myeloma diagnostic imaging
- Abstract
Purpose: Fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) is included in the International Myeloma Working Group (IMWG) imaging guidelines for the work-up at diagnosis and the follow-up of multiple myeloma (MM) notably because it is a reliable tool as a predictor of prognosis. Nevertheless, none of the published studies focusing on the prognostic value of PET-derived features at baseline consider tumor heterogeneity, which could be of high importance in MM. The aim of this study was to evaluate the prognostic value of baseline PET-derived features in transplant-eligible newly diagnosed (TEND) MM patients enrolled in two prospective independent European randomized phase III trials using an innovative statistical random survival forest (RSF) approach., Methods: Imaging ancillary studies of IFM/DFCI2009 and EMN02/HO95 trials formed part of the present analysis (IMAJEM and EMN02/HO95, respectively). Among all patients initially enrolled in these studies, those with a positive baseline FDG-PET/CT imaging and focal bone lesions (FLs) and/or extramedullary disease (EMD) were included in the present analysis. A total of 17 image features (visual and quantitative, reflecting whole imaging characteristics) and 5 clinical/histopathological parameters were collected. The statistical analysis was conducted using two RSF approaches (train/validation + test and additional nested cross-validation) to predict progression-free survival (PFS)., Results: One hundred thirty-nine patients were considered for this study. The final model based on the first RSF (train/validation + test) approach selected 3 features (treatment arm, hemoglobin, and SUV
max Bone Marrow (BM)) among the 22 involved initially, and two risk groups of patients (good and poor prognosis) could be defined with a mean hazard ratio of 4.3 ± 1.5 and a mean log-rank p value of 0.01 ± 0.01. The additional RSF (nested cross-validation) analysis highlighted the robustness of the proposed model across different splits of the dataset. Indeed, the first features selected using the train/validation + test approach remained the first ones over the folds with the nested approach., Conclusion: We proposed a new prognosis model for TEND MM patients at diagnosis based on two RSF approaches., Trial Registration: IMAJEM: NCT01309334 and EMN02/HO95: NCT01134484.- Published
- 2021
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44. Relapsing Mitral Involvement in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis.
- Author
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Briane A, Jamet B, Mugniot A, Néel A, and Agard C
- Subjects
- Aged, Female, Humans, Male, Middle Aged, Recurrence, Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis diagnostic imaging, Mitral Valve diagnostic imaging, Positron Emission Tomography Computed Tomography
- Abstract
Cardiac valvular involvement in antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis is very rare. We report the case of a patient seen in 2019, followed for ANCA-associated vasculitis for 15 years, who had a first relapse with cardiac valvular involvement in 2012, and who underwent a second histologically proven vasculitis relapse involving mitral periprosthetic endocardium. PET/CT imaging showed an intense and focal FDG activity of paramitral bioprosthesis leak site. Mitral bioprosthesis was replaced, and the patient improved with steroids and rituximab. Through this exceptional case, we suggest that FDG PET/CT could be of interest in the follow-up of ANCA-associated vasculitis with cardiac valvular involvement.
- Published
- 2020
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45. Glucose Metabolism Quantified by SUVmax on Baseline FDG-PET/CT Predicts Survival in Newly Diagnosed Multiple Myeloma Patients: Combined Harmonized Analysis of Two Prospective Phase III Trials.
- Author
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Michaud-Robert AV, Zamagni E, Carlier T, Bailly C, Jamet B, Touzeau C, Moreau P, Kraeber-Bodere F, Nanni C, and Bodet-Milin C
- Abstract
Background: Multiple myeloma is a hematological neoplasm characterized by a clonal proliferation of malignant plasma cells in the bone marrow, and is associated with high morbidity and mortality and variable survival. Positron emission tomography combined with computed tomography using 18F-deoxyfluoroglucose (FDG-PET/CT) is a promising technique for initial staging of symptomatic multiple myeloma patients. The objective of this study was to assess the prognostic value of this technique at baseline in symptomatic multiple myeloma patients included in two large European prospective studies (French and Italian). Methods: We retrospectively performed a combined harmonized analysis of 227 newly diagnosed transplant eligible multiple myeloma patients from two separate phase III trials. All images were centrally reviewed and analyzed using visual criteria and maximal standardized uptake value. An ad-hoc approach (called modified Combat) was applied to harmonize the data and then remove the "country effect" in order to strengthen the reliability of the final conclusions. Results: Using a multivariate analysis including treatment arm, R-ISS score, presence of extra-medullary disease and bone SUVmax, only bone SUVmax ( p = 0.016) was an independent prognosis factor with an OS threshold of 7.1. For PFS, treatment arm and presence of extra-medullary disease were both independent prognosis biomarkers ( p = 0.022 and 0.006 respectively). Conclusions : Our results show that bone SUVmax is a simple and reliable biomarker to analyze FDG-PET/CT at baseline that strongly correlates with a poorer prognosis for MM patients.
- Published
- 2020
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46. RAS mutation leading to acquired resistance to dabrafenib and trametinib therapy in a multiple myeloma patient harboring BRAF mutation.
- Author
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Le Calvez B, Le Bris Y, Herbreteau G, Jamet B, Bossard C, Tessoulin B, Gastinne T, Mahé B, Dubruille V, Blin N, Antier C, Theisen O, Kraeber-Bodéré F, Le Gouill S, Béné MC, Moreau P, and Touzeau C
- Abstract
Multiple myeloma (MM) is still considered incurable and new therapeutic approaches are therefore needed. Deep-sequencing analysis revealed the presence of BRAF mutations in up to 15% of patients. The clinical experience of BRAF -targeted therapy in myeloma patients harboring BRAF mutation is still limited. We here report the case of a patient with penta-refractory (bortezomib, lenalidomide, carfilzomib, pomalidomide, and daratumumab) MM with extramedullary BRAF-mutated disease that achieved clinical response to dual BRAF and MEK inhibition. At the time of disease progression, gene sequencing analysis of the tumor at the time of progression demonstrated a clonal evolution with emergence of a NRAS mutation and persistence of BRAF and TP53 mutations. Backtracking of the NRAS mutation was performed by digital polymerase chain reaction on the baseline biopsy and identified the pre-existence of the NRAS at a subclonal level. This observation is the first report of acquired NRAS mutation leading to resistance to dual BRAF/MEK inhibitors in MM. These data suggest that a systematic search for RAS mutations using highly sensitive techniques should be performed before considering targeted therapy in relapsed myeloma with BRAF mutation., Competing Interests: The authors declare no conflict of interest., (© 2020 The Authors. eJHaem published by British Society for Haematology and John Wiley & Sons Ltd.)
- Published
- 2020
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47. Functional Imaging for Therapeutic Assessment and Minimal Residual Disease Detection in Multiple Myeloma.
- Author
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Jamet B, Zamagni E, Nanni C, Bailly C, Carlier T, Touzeau C, Michaud AV, Moreau P, Bodet-Milin C, and Kraeber-Bodere F
- Subjects
- Bone Marrow metabolism, Bone Marrow pathology, Diffusion Magnetic Resonance Imaging, Fluorodeoxyglucose F18 administration & dosage, Fluorodeoxyglucose F18 pharmacokinetics, Humans, Ligands, Molecular Probes chemistry, Molecular Probes metabolism, Multiple Myeloma drug therapy, Multiple Myeloma metabolism, Multiple Myeloma pathology, Neoplasm, Residual, Prognosis, Prospective Studies, Radiopharmaceuticals administration & dosage, Radiopharmaceuticals pharmacokinetics, Receptors, CXCR4 genetics, Receptors, CXCR4 metabolism, Remission Induction, Tomography, X-Ray Computed, Antineoplastic Combined Chemotherapy Protocols administration & dosage, Bone Marrow diagnostic imaging, Drug Monitoring methods, Multiple Myeloma diagnostic imaging, Positron Emission Tomography Computed Tomography methods
- Abstract
Serum markers and bone marrow examination are commonly used for monitoring therapy response in multiple myeloma (MM), but this fails to identify minimal residual disease (MRD), which frequently persists after therapy even in complete response patients, and extra-medullary disease escape. Positron emission tomography with computed tomography using 18F-deoxyglucose (FDG-PET/CT) is the reference imaging technique for therapeutic assessment and MRD detection in MM. To date, all large prospective cohort studies of transplant-eligible newly diagnosed MM patients have shown a strong and independent pejorative prognostic impact of not obtaining complete metabolic response by FDG-PET/CT after therapy, especially before maintenance. The FDG-PET/CT and MRD (evaluated by flow cytometry or next-generation sequencing at 10
-5 and 10-6 levels, respectively) results are complementary for MRD detection outside and inside the bone marrow. For patients with at least a complete response, to reach double negativity (FDG-PET/CT and MRD) is a predictive surrogate for patient outcome. Homogenization of FDG-PET/CT interpretation after therapy, especially clarification of complete metabolic response definition, is currently underway. FDG-PET/CT does not allow MRD to be evaluated when it is negative at initial workup of symptomatic MM. New PET tracers such as CXCR4 ligands have shown high diagnostic value and could replace FDG in this setting. New sensitive functional magnetic resonance imaging (MRI) techniques such as diffusion-weighted MRI appear to be complementary to FDG-PET/CT for imaging MRD detection. The goal of this review is to examine the feasibility of functional imaging, especially FDG-PET/CT, for therapeutic assessment and MRD detection in MM.- Published
- 2020
- Full Text
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48. FDG-PET/CT, a Promising Exam for Detecting High-Risk Myeloma Patients?
- Author
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Michaud-Robert AV, Jamet B, Bailly C, Carlier T, Moreau P, Touzeau C, Bourgeois M, Kraeber-Bodere F, and Bodet-Milin C
- Abstract
Multiple myeloma (MM) is a haematological neoplasm characterized by a clonal proliferation of malignant plasma cells in the bone marrow. MM is associated with high morbidity and mortality and variable survival, which can be very short for some patients but over 10 years for others. These differences in survival are explained by intra- and inter-tumoral heterogeneity and demonstrate the potential benefits of adapting the treatment course for high-risk patients with a poorer prognosis. Indeed, identification of these high-risk patients is necessary and is based on the identification of high-risk biomarkers including clinical variables, genomics and imaging results. Positron emission tomography combined with computed tomography using 18F-deoxyfluoroglucose (FDG-PET/CT) is a reliable technique for the initial staging of patients with symptomatic multiple myeloma (MM), and has been included in the IMWG (International Myeloma Working Group) recommendations in 2019. According to clinical studies, FDG-PET/CT characteristics could be used to define high-risk patients at initial diagnosis of symptomatic MM. The goal of this review is to demonstrate the prognostic value of FDG-PET in symptomatic MM patients, particularly in identifying high-risk patients, and thus, to best adapt therapeutic management in the future.
- Published
- 2020
- Full Text
- View/download PDF
49. Imaging of Monoclonal Gammapathy of Undetermined Significance and Smoldering Multiple Myeloma.
- Author
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Jamet B, Bailly C, Carlier T, Touzeau C, Michaud AV, Bourgeois M, Moreau P, Bodet-Milin C, and Kraeber-Bodere F
- Abstract
Multiple myeloma (MM) is always preceded by an initial monoclonal gammopathy of undetermined significance (MGUS) that then develops into asymptomatic or smoldering multiple myeloma (SMM), which constitutes an intermediate clinical stage between MGUS and MM. According to a recent study, risk factors for faster MGUS to MM progression include an M protein of 1.5 g/dL or more and an abnormal free light chain ratio in patients with non-IgM MGUS. Therefore, the International Myeloma Working Group (IMWG) decided to recommend whole-body computed tomography (WBCT) for patients with high-risk MGUS in order to exclude early bone destruction. Studies evaluating magnetic resonance imaging (MRI) in SMM found an optimal cutoff of two or more focal lesions to be of prognostic significance for fast progression into symptomatic disease and considered this biomarker as a myeloma-defining event (MDE) needing to start therapy with the aim to avoid progression to harmful bone lesions. Moreover, studies assessing positron emission tomography (PET) with computed tomography (CT) using 18F-deoxyglucose (FDG) (FDG-PET/CT) in SMM showed that presence of focal bone lesion without underlying osteolysis is associated with a rapid progression to symptomatic MM. Latest IMWG guidelines recommended to perform WBCT (either CT alone or as part of an FDG-PET/CT protocol) as the first imaging technique at suspected SMM and, if these images are negative or inconclusive, to perform whole-body MRI. The goal of this paper is to clarify the role of different imaging modalities in MGUS and SMM workups.
- Published
- 2020
- Full Text
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50. Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis.
- Author
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Morvan L, Carlier T, Jamet B, Bailly C, Bodet-Milin C, Moreau P, Kraeber-Bodéré F, and Mateus D
- Subjects
- Humans, Machine Learning, Prognosis, Prospective Studies, Radiopharmaceuticals pharmacology, Fluorodeoxyglucose F18 pharmacology, Multiple Myeloma diagnosis, Positron-Emission Tomography methods
- Abstract
Purpose: Multiple myeloma (MM) is a bone marrow cancer that accounts for 10% of all hematological malignancies. It has been reported that FDG PET imaging provides prognostic information for both baseline and therapeutic follow-up of MM patients using visual analysis. In this study, we aim to develop a computer-assisted method based on PET quantitative image features to assist diagnoses and treatment decisions for MM patients., Methods: Our proposed model relies on a two-stage method with Random Survival Forest (RFS) and variable importance (VIMP) for both feature selection and prediction. The targeted variable for prediction is the progression-free survival (PFS). We consider texture-based (radiomics), conventional (e.g., SUVmax) and clinical biomarkers. We evaluate PFS predictions in terms of C-index and final prognosis separation in two risk groups, from a database of 66 patients who were part of the prospective multi-centric french IMAJEM study., Results: Our method (VIMP + RSF) provides better results (1-C-index of 0.36) than conventional methods such as Lasso-Cox and gradient-boosting Cox (0.48 and 0.56, respectively). We experimentally proved the interest of using selection (0.61 for RSF without selection) and showed that VIMP selection is more stable and gives better results than minimal depth and variable hunting (0.47 and 0.43). The approach gives better prognosis group separation (a p value of 0.05 against 0.11 to 0.4 for others)., Conclusion: Our results confirm the predictive value of radiomics for MM patients, in particular, they demonstrate that quantitative/heterogeneity image-based features reduce the error of the predicted progression. To our knowledge, this is the first work using RFS on PET images for the progression prediction of MM patients. Moreover, we provide an analysis of the feature selection process, which points toward the identification of clinically relevant biomarkers.
- Published
- 2020
- Full Text
- View/download PDF
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