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Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation

PURPOSE: During oncology clinical trials, tumour size (TS) measurements are commonly used to monitor disease progression and to assess drug efficacy. We explored inter-operator variability within a subset of a phase III clinical trial conducted from August 1995 to February 1997 and its impact on dru...

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Autores principales: Lombard, Aurélie, Mistry, Hitesh, Chapman, Sonya C., Gueoguieva, Ivelina, Aarons, Leon, Ogungbenro, Kayode
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7125250/
https://www.ncbi.nlm.nih.gov/pubmed/32170415
http://dx.doi.org/10.1007/s00280-020-04049-5
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author Lombard, Aurélie
Mistry, Hitesh
Chapman, Sonya C.
Gueoguieva, Ivelina
Aarons, Leon
Ogungbenro, Kayode
author_facet Lombard, Aurélie
Mistry, Hitesh
Chapman, Sonya C.
Gueoguieva, Ivelina
Aarons, Leon
Ogungbenro, Kayode
author_sort Lombard, Aurélie
collection PubMed
description PURPOSE: During oncology clinical trials, tumour size (TS) measurements are commonly used to monitor disease progression and to assess drug efficacy. We explored inter-operator variability within a subset of a phase III clinical trial conducted from August 1995 to February 1997 and its impact on drug effect evaluation using a tumour growth inhibition model. METHODS: One hundred twenty lesions were measured twice at each time point; once at the hospital and once at the centralised centre. A visual analysis was performed to identify trends within the profiles over time. Linear regression and relative error ratios were used to explore the inter-operator variability of raw TS measurements and model-based estimates. RESULTS: While correlation between patient-level estimates of drug effect was poor (r(2) = 0.28), variability between the study-level estimates was much less affected (9%). CONCLUSIONS: The global evaluation of drug effect using modelling approaches might not be affected by inter-operator variability. However, the exploration of covariates for drug effect and the characterisation of an exposure–tumour shrinkage relationship seems limited by the high measurement variability that translates to a poor correlation of individual drug effect estimates. This might be addressed by the use of more precise computer-aided measurement methods. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00280-020-04049-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-71252502020-04-06 Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation Lombard, Aurélie Mistry, Hitesh Chapman, Sonya C. Gueoguieva, Ivelina Aarons, Leon Ogungbenro, Kayode Cancer Chemother Pharmacol Original Article PURPOSE: During oncology clinical trials, tumour size (TS) measurements are commonly used to monitor disease progression and to assess drug efficacy. We explored inter-operator variability within a subset of a phase III clinical trial conducted from August 1995 to February 1997 and its impact on drug effect evaluation using a tumour growth inhibition model. METHODS: One hundred twenty lesions were measured twice at each time point; once at the hospital and once at the centralised centre. A visual analysis was performed to identify trends within the profiles over time. Linear regression and relative error ratios were used to explore the inter-operator variability of raw TS measurements and model-based estimates. RESULTS: While correlation between patient-level estimates of drug effect was poor (r(2) = 0.28), variability between the study-level estimates was much less affected (9%). CONCLUSIONS: The global evaluation of drug effect using modelling approaches might not be affected by inter-operator variability. However, the exploration of covariates for drug effect and the characterisation of an exposure–tumour shrinkage relationship seems limited by the high measurement variability that translates to a poor correlation of individual drug effect estimates. This might be addressed by the use of more precise computer-aided measurement methods. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00280-020-04049-5) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2020-03-13 2020 /pmc/articles/PMC7125250/ /pubmed/32170415 http://dx.doi.org/10.1007/s00280-020-04049-5 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Original Article
Lombard, Aurélie
Mistry, Hitesh
Chapman, Sonya C.
Gueoguieva, Ivelina
Aarons, Leon
Ogungbenro, Kayode
Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
title Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
title_full Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
title_fullStr Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
title_full_unstemmed Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
title_short Impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
title_sort impact of tumour size measurement inter-operator variability on model-based drug effect evaluation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7125250/
https://www.ncbi.nlm.nih.gov/pubmed/32170415
http://dx.doi.org/10.1007/s00280-020-04049-5
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