Research

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AnaQol Project PRO-online R Packages Online R-package

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Last publications

02 septembre 2020 Devos G, Clark L, Bowden-Jones H, Grall-Bronnec M, Challet G, Khazaal Y, Maurage P, Billieux J (2020) The joint role of impulsivity and distorted cognitions in recreational and problem gambling: A cluster analytic approach. Journal of Affective Disorders(127): 473-482.

02 octobre 2019 Lascarrou J, Merdji H, Le Gouge A, Colin G, Grillet G, Girardie P, Coupez E, Dequin PF, Cariou A, Boulain T, Brule N, Frat JP, Asfar P, Landais M, Plantefeve G, Quenot J, Chakarian J, Sirodot M, Legriel S, Letheulle J, Thevenin D, Desachy A, Delahaye A, Botoc V, Vimeux S, Martino F, Giraudeau B, Reignier J, CRICS-TIGGERSEP Group (2019) Targeted Temperature Management for Cardiac Arrest with Nonshockable Rhythm. N Engl J Med: doi: 10.1056/NEJMoa1906661. [Epub ahead of print].

01 octobre 2019 Bourdon M, Blanchin M, Campone M, Quéreux G, Dravet F, Sébille V, Bonnaud-Antignac A (2019) A comparison of post-traumatic growth changes in breast cancer and melanoma. Health psychology, 38(10): 878-887.

01 octobre 2019 Tardivon C, Desmée S, Kerioui M, Bruno R, Wu B, Mentré F, Mercier F, Guedj J (2019) Association Between Tumor Size Kinetics and Survival in Patients With Urothelial Carcinoma Treated With Atezolizumab: Implication for Patient Follow-Up. Clin Pharmacol Ther, 106(4): 810-20.

01 octobre 2019 Vanier A, Smolen J, Allart C, Van Vollenhoven R, Verschueren P, Vastesaeger N, Saevarsdottir S, Visser K, Aletaha D, Combe B, Fautrel B (2019) Under Press, An updated matrix to predict rapid radiopgraphic progression of early rheumatoid arthritis patients: pooled analyses from several databases. Rheumatolody (Oxford): .

Updated

15 octobre 2019

Etienne Dantan

Situation

Poste : Associate Professor, PhD
Institution : INSERM UMR 1246 – SPHERE Nantes University
Téléphone : +33 (0)2 53 00 91 23
Email : Etienne.Dantan@univ-nantes.fr

Publications scientifiques

Articles dans une revue internationale

1. Fournier MC, Foucher Y, Blanche P, Legendre C, Girerd S, Ladrière M, Morelon E, Buron F, Rostaing L, Kamar N, Mourad G, Garrigue V, Couvrat-Desvergnes G, Giral M, Dantan E (2019) Dynamic predictions of long-term kidney graft failure: an information tool promoting patient-centred care.. Nephrology Dialysis Transplantation: .
2. Lorent M, Maalmi H, Tessier P, Supiot S, Dantan E, Foucher Y (2019) Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA). BMC Med Inform Decis Mak, 19(1): .
3. Caruana E, Foucher Y, Tessier P, Frenel JS, Classe JM, Dantan E (2019) Patient-centered simulations to assess the usefulness of the 70-gene signature for adjuvant chemotherapy administration in early-stage breast cancer. Breast Cancer Res Treat: .
4. Couvrat-Desvergnes G, Foucher Y, Le Borgne F, Dion A, Mourad G, Garrigue V, Legendre C, Rostaing L, Kamar N, Kessler M, Ladrière M, Morelon E, Buron F, Giral M, Dantan E (2018) Comparison of graft and patient survival according to the transplantation centre policy for 1-year screening biopsy among stable kidney recipients: a propensity score-based study. Nephrol Dial Transplant: .
5. Dantan E, Foucher Y, Lorent M, Giral M, Tessier P (2018) Optimal threshold estimator of a prognostic marker by maximizing a time-dependent expected utility function for a patient-centered stratified medicine. Statistical Methods in Medical Research, 27(6): 1847-1859.
6. Giral M, Renaudin K, Naessens M, Luning R, Anglicheau D, Morelon E, Huneau A, Paul C, Brouard S, Couvrat-Desvergnes G, Foucher Y, Dantan E (2018) The 1-year Renal Biopsy Index: a scoring system to drive biopsy indication at 1-year post-kidney transplantation. Transplant International, 31: 947-955.
7. Gillaizeau F, Senage T, Le Borgne F, Le Tourneau T, Roussel J, Leffondrè K, Porcher R, Giraudeau B, Dantan E, Foucher Y (2018) Inverse probability weighting to control confounding in an illness-death model for interval-censored data. Stat Med, 37(8): 1245-1258.
8. Fournier MC, Dantan E, Blanche P (2018) An R2-curve for evaluating the accuracy of dynamic predictions. Stat Med, 37(7): 1125-1133.
9. Foucher Y, Lorent M, Tessier P, Supiot S, Sébille V, Dantan E (2018) A mini-review of quality of life as an outcome in prostate cancer trials: patient-centered approaches are needed to propose appropriate treatments on behalf of patients. Health Qual Life Outcomes, 16(1): 40.
10. Querard AH, Le Borgne F, Dion A, Giral M, Mourad G, Garrigue V, Rostaing L, Kamar N, Loupy A, Legendre C, Morelon E, Buron F, Foucher Y, Dantan E (2018) Propensity score-based comparison of the graft failure risk between kidney transplant recipients of standard and expanded criteria donor grafts: towards increasing the pool of marginal donors.. American Journal of Transplantation, 18(5): 1151-1157.
11. de Bock E, Hardouin JB, Blanchin M, Le Neel T, Kubis G, Dantan E, Bonnaud-Antignac A, Sébille V (2016) Rasch-family models are more valuable than score-based approaches for analysing longitudinal PRO with intermittent missing data. Statistical Methods in Medical Research , 25(5): 2067–2087.
12. Querard AH, Foucher Y, Combescure C, Dantan E, Larmet D, Lorent M, Pouteau LM, Giral M, Gillaizeau F (2016) Comparison of survival outcomes between Expanded Criteria Donors and Standard Criteria Donors kidney transplant recipients: a systematic review and meta-analysis. Transplant International, 29(4): 403-15.
13. Fournier MC, Foucher Y, Blanche P, Buron F, Giral M, Dantan E (2016) A joint model for longitudinal and time-to-event data to better assess the specific role of donor and recipient factors on long-term kidney transplantation outcomes. European Journal of Epidemiology, 31(5): 469-79.
14. Gillaizeau F, Dantan E, Giral M, Foucher Y (2015) A multistate additive relative survival semi-Markov model. Statistical Methods in Medical Research, 26(4): 1700-1711.
15. Debout A, Foucher Y, Trébern-Launay K, Legendre C, Kreiss H, Mourad G, Garrigue V, Morelon E, Buron F, Rostaing L, Kamar N, Kessler M, Ladrière M, Poignas A, Blidi A, Soulillou JP, Giral M, Dantan E (2014) Each additional hour of Cold Ischemia Time significantly increases the risk of graft failure and mortality after renal transplantation. Kidney International, 87: 343-9.
16. Dantan E, Combescure C, Lorent M, Ashton-Chess J, Daguin P, Classe JM, Giral M, Foucher Y (2014) An original approach was used to better evaluate the capacity of a prognostic marker using published survival curves. Journal of Clinical Epidemiology, 67(4): 441-8.
17. Couvrat-Desvergnes G, Masseau A, Benveniste O, Bruel A, Hervier B, Mussini J, Buob D, Hachulla E, Rémy P, Azar R, Namara E, Macgregor B, Daniel L, Lacraz A, Broucker T, Rouvier P, Carli P, Laville M, Dantan E, Hamidou M, Moreau A., Fakhouri F. (2014) The spectrum of renal involvement in patients with inflammatory myopathies. Medicine, 93(1): 33-41.
18. Cantarovich D, Hodemon-Corne B, Trébern-Launay K, Giral M, Foucher Y, Dantan E (2013) Early steroid withdrawal compared with steroid avoidance correlates with graft failure among kidney transplant recipients with an history of diabetes. Transplantation Procedings, 45(4): 1497-502.
19. Dantan E, Joly P, Dartigues JF, Jacqmin-Gadda H (2011) Joint model with latent state for longitudinal and multistate data. Biostatistics, 12(4): 723-736.
20. Dantan E, Proust-Lima C, Letenneur L, Jacqmin-Gadda H (2008) Pattern Mixture Models and Latent Class Models for the Analysis of Multivariate Longitudinal Data with Informative Dropouts. The International Journal of Biostatistics, 4(1): Article 14.

Articles dans une revue nationale

1. Gillaizeau F, Giral M, Dantan E, Dragun D, Soulillou JP, Foucher Y (2014) Multi-state analysis of kidney transplant recipients outcome: a semi-Markov model for studying the role of pre-transplant sensitization against Angiotensin II Type 1 receptor. Journal de la Société Française de Statistique , 155(1): 117-133.

Thèses/Rapports/Mémoires

1. Dantan E (2009) Modèles conjoints pour données longitudinales et données de survie incomplètes appliqués à l’étude du vieillissement cognitif. THESE pour le DOCTORAT DE L’UNIVERSITE BORDEAUX 2, soutenue le 08 décembre 2009.

Participations à des projets

DIVAT-SPHERE - Axe 5 : Anatomo-Pathologie de la transplantation rénale
DIVAT-SPHERE - Axe 3 : Greffons marginaux

Encadrement/Accompagnement de thèses

Encadrement de stages

Communications scientifiques

Communications orales dans un colloque international (idpers=486)

1. Fournier M.C., Foucher Y., Blanche P., Giral M., Dantan E. Dynamic predictions of long-term kidney graft failure: an information tool promoting patient-centered care. Statistical Symposium (Invitée) . 45th Annual Meeting of the European Society for Blood and Marrow Transplantation, 24-27 Mars 2019, Francfort Allemagne, 2019.
2. Querard A.H., Le Borgne F., Giral M., Foucher Y., Dantan E. Propensity score-based comparison of the graft failure risk between kidney transplant recipients of standard and expanded criteria donor grafts: towards increasing the pool of marginal donors. Congrès Européen de Transplantation (ESOT) Barcelone , 2017.
3. Blanche P., Fournier M.C., Dantan E. R2-type Curves for Dynamic Predictions from Joint Longitudinal-Survival Models: Inference & application to prediction of kidney graft failure. Workshop on Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics (27th-29th July, 2015), 2015.
4. Merdy O., Lachaud L., Marc L., Chardigny S., Tavernier E., Labour B., Toumaniantz G., Niel S., Dantan E. The frequency of pain associated with repeated OMT training in an osteopathic undergraduate population : a cross-sectional study. 10th International Conference on Advances in Osteopathic Research, 2014.
5. Gillaizeau F., Dantan E., Giral M., Foucher Y. Additive relative survival multistate semi-Markov model. International Society for Clinical Biostatistics, 35th Annual Conference, Vienna, Austria, 2014.
6. Foucher Y., Combescure C., Dantan E. Confusing correlation and prediction: a simple approach to evaluate marker accuracy for predicting time-to-event. 39th Annual Meeting of the European Group for Blood and Marrow Transplantation, London, 2013.
7. Gillaizeau F., Foucher Y., Dragun D., Soulillou J.P., Dufay A., Van Huyen J., Renaudin K., Moreau A., Dantan E., Giral M. A multistate model to investigate the relationship between pre-graft level of Angiotensin II Type 1 Receptor (AT1R) antibodies and kidney transplant recipients outcome. American Transplant Congress, Seattle, American Journal of Transplantation 2013;13 Suppl 5:194-194, 2013.
8. de Bock E., Hardouin J.B., Blanchin M., Le Neel T., Kubis G., Dantan E., Sébille V. Analysis of longitudinal Patient-Reported Outcomes with intermittent missing data (informative and non informative): comparison of score and Rasch-based methods. 19th Annual Conference of ISOQOL, 24-27 october 2012, Budapest, Hongrie, Quality of life research 2012, 21: 42-43, 2012.
9. Dantan E., Combescure C., Ashton-Chess J., Lorent M., Giral M., Foucher Y. How to evaluate the prognostic capacity of surrogate makers?. The British Transplant Society, Glasgow, 2012.
10. Gillaizeau F., Giral M., Dantan E., Dragun D., Soulillou J.P., Foucher Y. A Semi-Markov model with Generalized Weibull distribution for multistate data in kidney transplant recipients. Journées 2012 de la Société Française de Biométrie, Paris, 2012.
11. Cantarovich D., Hodemon-Corne B., Dantan E., Trébern-Launay K., Karam G., Giral M. Corticosteroid avoidance or withdrawal: which immunosuppression is better after renal transplantation?. American Transplant Congress (ATC), Philadelphia, USA, May 1-4 , 2011.
12. Dantan E., Jacqmin-Gadda H. Joint model with latent state for the pre-diagnosis phase of dementia. ISCB, Pragues, 2009.
13. Dantan E., Proust-Lima C., Jacqmin-Gadda H. Pattern Mixture Models and Latent Class Models for the Analysis of Multivariate Longitudinal Data with informative Dropouts. ISCB, Alexandroupolis, 2007.

Poster dans un colloque international (idpers=486)

1. Fournier M.C., Dantan E., Blanche P. R2-type curve to evaluate dynamic predictions. International Society for Clinical Biostatistics, 21-25 aout 2016 Birmingham Angleterre, 2016.
2. Couvrat-Desvergnes G., Giral M., Dantan E. Clinical utility of surveillance kidney transplant biopsies at 1-year post-transplantation: a long-term survival comparison among renal transplant recipients. 26th International Congress of The Transplantation Society, 18th-23th August, Hong-Kong, 2016.
3. Querard A.H., Foucher Y., Combescure C., Dantan E., Larmet D., Lorent M., Pouteau L.M., Giral M., Gillaizeau F. Comparison of survival outcomes between Expanded Criteria Donors and Standard Criteria Donors kidney transplant recipients: a systematic review and meta-analysis. American Transplant Congress, May 2-6 2015, Philadelphia, 2015.
4. Fournier M.C., Dantan E., Foucher Y., Giral M. A joint survival longitudinal approach to better assess the etiological role of risk factors of kidney transplant graft failure. American transplant congress, 2-6 mai 2015, Philadelphia, 2015.
5. Dantan E., Renaudin K., Brouard S., Huneau A., Paul C., Couvrat-Desvergnes G., Giral M. A clinical signature surrogate of histological lesions to avoid unnecessary one year surveillance biopsy after renal transplantation. American Transplant Congress, May 2-6 2015, Philadelphia, 2015.
6. Querard A.H., Gillaizeau F., Pouteau L.M., Foucher Y., Larmet D., Dantan E., Lorent M., Combescure C., Giral M. Expanded Criteria Donor in Kidney Transplantation : a meta-analysis. European Society for Organ Transplantation, 17-19 October 2014, Madrid, 2014.
7. Dantan E., Daveluy A., Laribière A., Laborde B., Couallier V., Miremont-Salamé G., Moore N., Haramburu F. Health professional users of a regional pharmacovigilance centre: trends over time. 5th ISoP Annual Meeting ’Pharmacovigilance - A global Concern: East meets West’, Manila, 2005.

Communications orales dans un colloque national (idpers=486)

1. Simon-Pimmel J., Bodet-Contentin L., Cinotti R., Feuillet F., Foucher Y., Frasca D., Léger M., Dantan E. Retour d’expéerience d’une revue de la littérature de scores pronostiques : Application à la neuro-réanimation. 13e conférence francophone d’épidémiologie clinique (EPICLIN) et 26e journées des statisticiens des centres de lutte contre le cancer, Toulouse, 2019.
2. Fournier M.C., Foucher Y., Giral M., Dantan E. Dynamic predictions of long-term kidney graft failure: an information tool promoting patient-centered care. Autumn School DHU2020, 2018.
3. Fournier M.C., Foucher Y., Giral M., Dantan E. Une application Shiny pour prédire dynamiquement la survie patient-greffon d’un patient transplanté rénal : vers une décision médicale plus partagée. 7e rencontres R - Rennes, 2018.
4. Fournier M.C., Foucher Y., Giral M., Dantan E. Prédictions dynamiques du risque d’échec de greffe : un outil pour aider à l’information des patients transplantés rénaux et une prise en charge centrée sur le patient et ses attentes.. 12e conférence francophone d'épidémiologie clinique (EPICLIN 2018) et 25e journées des statisticiens des centres de lutte contre le cancer, 30 mai 2018, Nice, RESP, 2018.
5. Fournier M.C., Blanche P., Foucher Y., Giral M., Dantan E. Construction d’un score pronostique dynamique et évaluation de ses performances : application en transplantation rénale. 10e conférence francophone d'épidémiologie clinique (EPICLIN 2016) et 23e journées des statisticiens des centres de lutte contre le cancer, 2016.
6. Fournier M.C., Foucher Y., Giral M., Dantan E. Etude des déterminants de santé associés à l’évolution de la créatininémie et / ou du risque d’échec de greffe chez des patients transplantés rénaux : une approche par modélisation conjointe. GDR Statistique & Santé, 2015.
7. Fournier M.C., Foucher Y., Giral M., Dantan E. Etude des déterminants de santé associés à l’évolution de la créatininémie et / ou du risque d’échec de greffe chez des patients transplantés rénaux : une approche par modélisation conjointe. EPICLIN, Montpellier, 20-22 mai 2015, 2015.
8. Dantan E., Foucher Y., Giral M., Tessier P. Quel seuil de discrimination pour un test pronostique à des fins de médecine stratifiée ? Une approche pratique d’une théorie de la décision basée sur les QALYs. 9ème Conférence Francophone d’Epidémiologie Clinique (EPICLIN), 20-22 mai 2015, Montpellier, 2015.
9. Gillaizeau F., Dantan E., Giral M., Foucher Y. A multistate additive relative survival semi-Markov model. 46e Journées de Statistique de la SFdS, 2-6 juin 2014, Rennes, 2014.
10. Dantan E., Combescure C., Lorent M., Ashton-Chess J., Daguin P., Classe J.M., Giral M., Foucher Y. An original approach to evaluate the prognostic marker capacity using published survival curves. 46e Journées de Statistique de la SFdS, 2-6 juin 2014, Rennes, 2014.
11. de Bock E., Hardouin J.B., Blanchin M., Le Neel T., Kubis G., Dantan E., Sébille V. Analyse de PRO recueillis de façon longitudinale et comportant des données manquantes intermittentes potentiellement informatives : comparaison de modèles issus de la théorie classique des tests et de la théorie de réponse aux items. GDR statistique et santé, 20 et 21 septembre 2012, Rennes, France, 2012.
12. Dantan E., Proust-Lima C., Jacqmin-Gadda H. Modèles par mélange de schémas d’observation et modèles à classes latentes pour le traitement des sorties d’étude informative. GDR Statistiques et santé, Paris, 2007.
13. Dantan E., Proust-Lima C., Jacqmin-Gadda H. Modèles par mélange de schémas d’observation et modèles à classes latentes pour le traitement des sorties d’étude informatives. XXXIXème Journées de Statistique, Angers, 2007.

Poster dans un colloque national (idpers=486)

1. Dantan E., Foucher Y., Combescure C., Lorent M., Ashton-Chess J., Daguin P., Giral M., Classe J.M. Evaluation a posteriori des capacités pronostiques d’un marqueur : Application au cancer du sein. 8èmes Journées du Cancéropôle GO, 2014.

Communications orales dans un colloque local (idpers=486)

1. Tessier P., Dantan E. Du pronostic au choix médical: quelles utilisations des théories de la décision dans la mise en place d’une stratégie thérapeutique ?. Cohortes et biocollections au service de la médecine prédictive - La Biostatistique au cœur de cette recherche translationnelle, Journées scientifiques de l’Université de Nantes, 8 juin 2012, Nantes, 2012.