Cargando…

Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease

Quantitative whole-body diffusion-weighted MRI (WB-DWI) is now possible using semi-automatic segmentation techniques. The method enables whole-body estimates of global Apparent Diffusion Coefficient (gADC) and total Diffusion Volume (tDV), both of which have demonstrated considerable utility for ass...

Descripción completa

Detalles Bibliográficos
Autores principales: Blackledge, Matthew D., Tunariu, Nina, Orton, Matthew R., Padhani, Anwar R., Collins, David J., Leach, Martin O., Koh, Dow-Mu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4849763/
https://www.ncbi.nlm.nih.gov/pubmed/27123931
http://dx.doi.org/10.1371/journal.pone.0153840
_version_ 1782429596338094080
author Blackledge, Matthew D.
Tunariu, Nina
Orton, Matthew R.
Padhani, Anwar R.
Collins, David J.
Leach, Martin O.
Koh, Dow-Mu
author_facet Blackledge, Matthew D.
Tunariu, Nina
Orton, Matthew R.
Padhani, Anwar R.
Collins, David J.
Leach, Martin O.
Koh, Dow-Mu
author_sort Blackledge, Matthew D.
collection PubMed
description Quantitative whole-body diffusion-weighted MRI (WB-DWI) is now possible using semi-automatic segmentation techniques. The method enables whole-body estimates of global Apparent Diffusion Coefficient (gADC) and total Diffusion Volume (tDV), both of which have demonstrated considerable utility for assessing treatment response in patients with bone metastases from primary prostate and breast cancers. Here we investigate the agreement (inter-observer repeatability) between two radiologists in their definition of Volumes Of Interest (VOIs) and subsequent assessment of tDV and gADC on an exploratory patient cohort of nine. Furthermore, each radiologist was asked to repeat his or her measurements on the same patient data sets one month later to identify the intra-observer repeatability of the technique. Using a Markov Chain Monte Carlo (MCMC) estimation method provided full posterior probabilities of repeatability measures along with maximum a-posteriori values and 95% confidence intervals. Our estimates of the inter-observer Intraclass Correlation Coefficient (ICC(inter)) for log-tDV and median gADC were 1.00 (0.97–1.00) and 0.99 (0.89–0.99) respectively, indicating excellent observer agreement for these metrics. Mean gADC values were found to have ICC(inter) = 0.97 (0.81–0.99) indicating a slight sensitivity to outliers in the derived distributions of gADC. Of the higher order gADC statistics, skewness was demonstrated to have good inter-user agreement with ICC(inter) = 0.99 (0.86–1.00), whereas gADC variance and kurtosis performed relatively poorly: 0.89 (0.39–0.97) and 0.96 (0.69–0.99) respectively. Estimates of intra-observer repeatability (ICC(intra)) demonstrated similar results: 0.99 (0.95–1.00) for log-tDV, 0.98 (0.89–0.99) and 0.97 (0.83–0.99) for median and mean gADC respectively, 0.64 (0.25–0.88) for gADC variance, 0.85 (0.57–0.95) for gADC skewness and 0.85 (0.57–0.95) for gADC kurtosis. Further investigation of two anomalous patient cases revealed that a very small proportion of voxels with outlying gADC values lead to instability in higher order gADC statistics. We therefore conclude that estimates of median/mean gADC and tumour volume demonstrate excellent inter- and intra-observer repeatability whilst higher order statistics of gADC should be used with caution when ascribing significance to clinical changes.
format Online
Article
Text
id pubmed-4849763
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-48497632016-05-07 Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease Blackledge, Matthew D. Tunariu, Nina Orton, Matthew R. Padhani, Anwar R. Collins, David J. Leach, Martin O. Koh, Dow-Mu PLoS One Research Article Quantitative whole-body diffusion-weighted MRI (WB-DWI) is now possible using semi-automatic segmentation techniques. The method enables whole-body estimates of global Apparent Diffusion Coefficient (gADC) and total Diffusion Volume (tDV), both of which have demonstrated considerable utility for assessing treatment response in patients with bone metastases from primary prostate and breast cancers. Here we investigate the agreement (inter-observer repeatability) between two radiologists in their definition of Volumes Of Interest (VOIs) and subsequent assessment of tDV and gADC on an exploratory patient cohort of nine. Furthermore, each radiologist was asked to repeat his or her measurements on the same patient data sets one month later to identify the intra-observer repeatability of the technique. Using a Markov Chain Monte Carlo (MCMC) estimation method provided full posterior probabilities of repeatability measures along with maximum a-posteriori values and 95% confidence intervals. Our estimates of the inter-observer Intraclass Correlation Coefficient (ICC(inter)) for log-tDV and median gADC were 1.00 (0.97–1.00) and 0.99 (0.89–0.99) respectively, indicating excellent observer agreement for these metrics. Mean gADC values were found to have ICC(inter) = 0.97 (0.81–0.99) indicating a slight sensitivity to outliers in the derived distributions of gADC. Of the higher order gADC statistics, skewness was demonstrated to have good inter-user agreement with ICC(inter) = 0.99 (0.86–1.00), whereas gADC variance and kurtosis performed relatively poorly: 0.89 (0.39–0.97) and 0.96 (0.69–0.99) respectively. Estimates of intra-observer repeatability (ICC(intra)) demonstrated similar results: 0.99 (0.95–1.00) for log-tDV, 0.98 (0.89–0.99) and 0.97 (0.83–0.99) for median and mean gADC respectively, 0.64 (0.25–0.88) for gADC variance, 0.85 (0.57–0.95) for gADC skewness and 0.85 (0.57–0.95) for gADC kurtosis. Further investigation of two anomalous patient cases revealed that a very small proportion of voxels with outlying gADC values lead to instability in higher order gADC statistics. We therefore conclude that estimates of median/mean gADC and tumour volume demonstrate excellent inter- and intra-observer repeatability whilst higher order statistics of gADC should be used with caution when ascribing significance to clinical changes. Public Library of Science 2016-04-28 /pmc/articles/PMC4849763/ /pubmed/27123931 http://dx.doi.org/10.1371/journal.pone.0153840 Text en © 2016 Blackledge 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Blackledge, Matthew D.
Tunariu, Nina
Orton, Matthew R.
Padhani, Anwar R.
Collins, David J.
Leach, Martin O.
Koh, Dow-Mu
Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
title Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
title_full Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
title_fullStr Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
title_full_unstemmed Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
title_short Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
title_sort inter- and intra-observer repeatability of quantitative whole-body, diffusion-weighted imaging (wbdwi) in metastatic bone disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4849763/
https://www.ncbi.nlm.nih.gov/pubmed/27123931
http://dx.doi.org/10.1371/journal.pone.0153840
work_keys_str_mv AT blackledgematthewd interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease
AT tunariunina interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease
AT ortonmatthewr interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease
AT padhanianwarr interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease
AT collinsdavidj interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease
AT leachmartino interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease
AT kohdowmu interandintraobserverrepeatabilityofquantitativewholebodydiffusionweightedimagingwbdwiinmetastaticbonedisease