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Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa

OBJECTIVES: Definitive sample sizes for clinical trials in rare diseases are usually infeasible. Bayesian methodology can be used to maximise what is learnt from clinical trials in these circumstances. We elicited expert prior opinion for a future Bayesian randomised controlled trial for a rare infl...

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Autores principales: Hampson, Lisa V., Whitehead, John, Eleftheriou, Despina, Tudur-Smith, Catrin, Jones, Rachel, Jayne, David, Hickey, Helen, Beresford, Michael W., Bracaglia, Claudia, Caldas, Afonso, Cimaz, Rolando, Dehoorne, Joke, Dolezalova, Pavla, Friswell, Mark, Jelusic, Marija, Marks, Stephen D., Martin, Neil, McMahon, Anne-Marie, Peitz, Joachim, van Royen-Kerkhof, Annet, Soylemezoglu, Oguz, Brogan, Paul A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378846/
https://www.ncbi.nlm.nih.gov/pubmed/25822991
http://dx.doi.org/10.1371/journal.pone.0120981
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author Hampson, Lisa V.
Whitehead, John
Eleftheriou, Despina
Tudur-Smith, Catrin
Jones, Rachel
Jayne, David
Hickey, Helen
Beresford, Michael W.
Bracaglia, Claudia
Caldas, Afonso
Cimaz, Rolando
Dehoorne, Joke
Dolezalova, Pavla
Friswell, Mark
Jelusic, Marija
Marks, Stephen D.
Martin, Neil
McMahon, Anne-Marie
Peitz, Joachim
van Royen-Kerkhof, Annet
Soylemezoglu, Oguz
Brogan, Paul A.
author_facet Hampson, Lisa V.
Whitehead, John
Eleftheriou, Despina
Tudur-Smith, Catrin
Jones, Rachel
Jayne, David
Hickey, Helen
Beresford, Michael W.
Bracaglia, Claudia
Caldas, Afonso
Cimaz, Rolando
Dehoorne, Joke
Dolezalova, Pavla
Friswell, Mark
Jelusic, Marija
Marks, Stephen D.
Martin, Neil
McMahon, Anne-Marie
Peitz, Joachim
van Royen-Kerkhof, Annet
Soylemezoglu, Oguz
Brogan, Paul A.
author_sort Hampson, Lisa V.
collection PubMed
description OBJECTIVES: Definitive sample sizes for clinical trials in rare diseases are usually infeasible. Bayesian methodology can be used to maximise what is learnt from clinical trials in these circumstances. We elicited expert prior opinion for a future Bayesian randomised controlled trial for a rare inflammatory paediatric disease, polyarteritis nodosa (MYPAN, Mycophenolate mofetil for polyarteritis nodosa). METHODS: A Bayesian prior elicitation meeting was convened. Opinion was sought on the probability that a patient in the MYPAN trial treated with cyclophosphamide would achieve disease remission within 6-months, and on the relative efficacies of mycophenolate mofetil and cyclophosphamide. Expert opinion was combined with previously unseen data from a recently completed randomised controlled trial in ANCA associated vasculitis. RESULTS: A pan-European group of fifteen experts participated in the elicitation meeting. Consensus expert prior opinion was that the most likely rates of disease remission within 6 months on cyclophosphamide or mycophenolate mofetil were 74% and 71%, respectively. This prior opinion will now be taken forward and will be modified to formulate a Bayesian posterior opinion once the MYPAN trial data from 40 patients randomised 1:1 to either CYC or MMF become available. CONCLUSIONS: We suggest that the methodological template we propose could be applied to trial design for other rare diseases.
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spelling pubmed-43788462015-04-09 Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa Hampson, Lisa V. Whitehead, John Eleftheriou, Despina Tudur-Smith, Catrin Jones, Rachel Jayne, David Hickey, Helen Beresford, Michael W. Bracaglia, Claudia Caldas, Afonso Cimaz, Rolando Dehoorne, Joke Dolezalova, Pavla Friswell, Mark Jelusic, Marija Marks, Stephen D. Martin, Neil McMahon, Anne-Marie Peitz, Joachim van Royen-Kerkhof, Annet Soylemezoglu, Oguz Brogan, Paul A. PLoS One Research Article OBJECTIVES: Definitive sample sizes for clinical trials in rare diseases are usually infeasible. Bayesian methodology can be used to maximise what is learnt from clinical trials in these circumstances. We elicited expert prior opinion for a future Bayesian randomised controlled trial for a rare inflammatory paediatric disease, polyarteritis nodosa (MYPAN, Mycophenolate mofetil for polyarteritis nodosa). METHODS: A Bayesian prior elicitation meeting was convened. Opinion was sought on the probability that a patient in the MYPAN trial treated with cyclophosphamide would achieve disease remission within 6-months, and on the relative efficacies of mycophenolate mofetil and cyclophosphamide. Expert opinion was combined with previously unseen data from a recently completed randomised controlled trial in ANCA associated vasculitis. RESULTS: A pan-European group of fifteen experts participated in the elicitation meeting. Consensus expert prior opinion was that the most likely rates of disease remission within 6 months on cyclophosphamide or mycophenolate mofetil were 74% and 71%, respectively. This prior opinion will now be taken forward and will be modified to formulate a Bayesian posterior opinion once the MYPAN trial data from 40 patients randomised 1:1 to either CYC or MMF become available. CONCLUSIONS: We suggest that the methodological template we propose could be applied to trial design for other rare diseases. Public Library of Science 2015-03-30 /pmc/articles/PMC4378846/ /pubmed/25822991 http://dx.doi.org/10.1371/journal.pone.0120981 Text en © 2015 Hampson et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Hampson, Lisa V.
Whitehead, John
Eleftheriou, Despina
Tudur-Smith, Catrin
Jones, Rachel
Jayne, David
Hickey, Helen
Beresford, Michael W.
Bracaglia, Claudia
Caldas, Afonso
Cimaz, Rolando
Dehoorne, Joke
Dolezalova, Pavla
Friswell, Mark
Jelusic, Marija
Marks, Stephen D.
Martin, Neil
McMahon, Anne-Marie
Peitz, Joachim
van Royen-Kerkhof, Annet
Soylemezoglu, Oguz
Brogan, Paul A.
Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa
title Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa
title_full Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa
title_fullStr Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa
title_full_unstemmed Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa
title_short Elicitation of Expert Prior Opinion: Application to the MYPAN Trial in Childhood Polyarteritis Nodosa
title_sort elicitation of expert prior opinion: application to the mypan trial in childhood polyarteritis nodosa
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378846/
https://www.ncbi.nlm.nih.gov/pubmed/25822991
http://dx.doi.org/10.1371/journal.pone.0120981
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