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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4378846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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