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Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis

BACKGROUND: Diffusion-weighted magnetic resonance imaging (DW-MRI) potentially interrogates site-specific response to neoadjuvant chemotherapy (NAC) in epithelial ovarian cancer (EOC). METHODS: Participants with newly diagnosed EOC due for platinum-based chemotherapy and interval debulking surgery w...

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Autores principales: Winfield, Jessica M., Wakefield, Jennifer C., Brenton, James D., AbdulJabbar, Khalid, Savio, Antonella, Freeman, Susan, Pace, Erika, Lutchman-Singh, Kerryn, Vroobel, Katherine M., Yuan, Yinyin, Banerjee, Susana, Porta, Nuria, Ahmed Raza, Shan E., deSouza, Nandita M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7961011/
https://www.ncbi.nlm.nih.gov/pubmed/33398064
http://dx.doi.org/10.1038/s41416-020-01217-5
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author Winfield, Jessica M.
Wakefield, Jennifer C.
Brenton, James D.
AbdulJabbar, Khalid
Savio, Antonella
Freeman, Susan
Pace, Erika
Lutchman-Singh, Kerryn
Vroobel, Katherine M.
Yuan, Yinyin
Banerjee, Susana
Porta, Nuria
Ahmed Raza, Shan E.
deSouza, Nandita M.
author_facet Winfield, Jessica M.
Wakefield, Jennifer C.
Brenton, James D.
AbdulJabbar, Khalid
Savio, Antonella
Freeman, Susan
Pace, Erika
Lutchman-Singh, Kerryn
Vroobel, Katherine M.
Yuan, Yinyin
Banerjee, Susana
Porta, Nuria
Ahmed Raza, Shan E.
deSouza, Nandita M.
author_sort Winfield, Jessica M.
collection PubMed
description BACKGROUND: Diffusion-weighted magnetic resonance imaging (DW-MRI) potentially interrogates site-specific response to neoadjuvant chemotherapy (NAC) in epithelial ovarian cancer (EOC). METHODS: Participants with newly diagnosed EOC due for platinum-based chemotherapy and interval debulking surgery were recruited prospectively in a multicentre study (n = 47 participants). Apparent diffusion coefficient (ADC) and solid tumour volume (up to 10 lesions per participant) were obtained from DW-MRI before and after NAC (including double-baseline for repeatability assessment in n = 19). Anatomically matched lesions were analysed after surgical excision (65 lesions obtained from 25 participants). A trained algorithm determined tumour cell fraction, percentage tumour and percentage necrosis on histology. Whole-lesion post-NAC ADC and pre/post-NAC ADC changes were compared with histological metrics (residual tumour/necrosis) for each tumour site (ovarian, omental, peritoneal, lymph node). RESULTS: Tumour volume reduced at all sites after NAC. ADC increased between pre- and post-NAC measurements. Post-NAC ADC correlated negatively with tumour cell fraction. Pre/post-NAC changes in ADC correlated positively with percentage necrosis. Significant correlations were driven by peritoneal lesions. CONCLUSIONS: Following NAC in EOC, the ADC (measured using DW-MRI) increases differentially at disease sites despite similar tumour shrinkage, making its utility site-specific. After NAC, ADC correlates negatively with tumour cell fraction; change in ADC correlates positively with percentage necrosis. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov NCT01505829.
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spelling pubmed-79610112021-04-01 Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis Winfield, Jessica M. Wakefield, Jennifer C. Brenton, James D. AbdulJabbar, Khalid Savio, Antonella Freeman, Susan Pace, Erika Lutchman-Singh, Kerryn Vroobel, Katherine M. Yuan, Yinyin Banerjee, Susana Porta, Nuria Ahmed Raza, Shan E. deSouza, Nandita M. Br J Cancer Article BACKGROUND: Diffusion-weighted magnetic resonance imaging (DW-MRI) potentially interrogates site-specific response to neoadjuvant chemotherapy (NAC) in epithelial ovarian cancer (EOC). METHODS: Participants with newly diagnosed EOC due for platinum-based chemotherapy and interval debulking surgery were recruited prospectively in a multicentre study (n = 47 participants). Apparent diffusion coefficient (ADC) and solid tumour volume (up to 10 lesions per participant) were obtained from DW-MRI before and after NAC (including double-baseline for repeatability assessment in n = 19). Anatomically matched lesions were analysed after surgical excision (65 lesions obtained from 25 participants). A trained algorithm determined tumour cell fraction, percentage tumour and percentage necrosis on histology. Whole-lesion post-NAC ADC and pre/post-NAC ADC changes were compared with histological metrics (residual tumour/necrosis) for each tumour site (ovarian, omental, peritoneal, lymph node). RESULTS: Tumour volume reduced at all sites after NAC. ADC increased between pre- and post-NAC measurements. Post-NAC ADC correlated negatively with tumour cell fraction. Pre/post-NAC changes in ADC correlated positively with percentage necrosis. Significant correlations were driven by peritoneal lesions. CONCLUSIONS: Following NAC in EOC, the ADC (measured using DW-MRI) increases differentially at disease sites despite similar tumour shrinkage, making its utility site-specific. After NAC, ADC correlates negatively with tumour cell fraction; change in ADC correlates positively with percentage necrosis. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov NCT01505829. Nature Publishing Group UK 2021-01-04 2021-03-16 /pmc/articles/PMC7961011/ /pubmed/33398064 http://dx.doi.org/10.1038/s41416-020-01217-5 Text en © The Author(s) 2021 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Winfield, Jessica M.
Wakefield, Jennifer C.
Brenton, James D.
AbdulJabbar, Khalid
Savio, Antonella
Freeman, Susan
Pace, Erika
Lutchman-Singh, Kerryn
Vroobel, Katherine M.
Yuan, Yinyin
Banerjee, Susana
Porta, Nuria
Ahmed Raza, Shan E.
deSouza, Nandita M.
Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis
title Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis
title_full Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis
title_fullStr Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis
title_full_unstemmed Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis
title_short Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating MRI changes to tumour cell load and necrosis
title_sort biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer: relating mri changes to tumour cell load and necrosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7961011/
https://www.ncbi.nlm.nih.gov/pubmed/33398064
http://dx.doi.org/10.1038/s41416-020-01217-5
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