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Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma
PURPOSE: To assess the value of diffusion-weighted MRI (DW-MRI) in the non-invasive prediction of blastemal remnant after neoadjuvant chemotherapy in nephroblastoma. METHODS: This IRB-approved study included 32 pediatric patients with 35 tumors who underwent DW-MRI prior and after completion of neoa...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8215031/ https://www.ncbi.nlm.nih.gov/pubmed/33712896 http://dx.doi.org/10.1007/s00261-021-03032-9 |
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author | Hötker, Andreas M. Mazaheri, Yousef Lollert, André Schenk, Jens-Peter Zheng, Junting Capanu, Marinela Akin, Oguz Graf, Norbert Staatz, Gundula |
author_facet | Hötker, Andreas M. Mazaheri, Yousef Lollert, André Schenk, Jens-Peter Zheng, Junting Capanu, Marinela Akin, Oguz Graf, Norbert Staatz, Gundula |
author_sort | Hötker, Andreas M. |
collection | PubMed |
description | PURPOSE: To assess the value of diffusion-weighted MRI (DW-MRI) in the non-invasive prediction of blastemal remnant after neoadjuvant chemotherapy in nephroblastoma. METHODS: This IRB-approved study included 32 pediatric patients with 35 tumors who underwent DW-MRI prior and after completion of neoadjuvant chemotherapy and subsequent surgical resection. Two blinded radiologists volumetrically assessed each tumor on pre- and post-neoadjuvant images and the parameters mean ADC, median ADC, 12.5th/25th/75th ADC percentile, skewness, and kurtosis were calculated. Blastemal remnant was determined per the pathology report. Associations between imaging features and blastemal remnant quartiles were examined using the Kruskal–Wallis test and adjusted for false discovery rate. RESULTS: Inter-reader agreement was high for mean ADC, skewness, kurtosis, and volume (ICC: 0.76–0.998). Pre-therapeutic histogram parameters skewness and kurtosis were found to be higher in patients with a higher amount of blastemal remnant for reader 1 (overall p = 0.035) and for kurtosis in reader 2 (overall p = 0.032) with skewness not reaching the level of statistical significance (overall p = 0.055). Higher tumor volume on pre-treatment imaging was associated with a higher amount of blastemal remnant after therapy (overall p = 0.032 for both readers). CONCLUSIONS: Pre-treatment skewness and kurtosis of ADC histogram analysis were significantly associated with a larger fraction of a blastemal remnant after neoadjuvant chemotherapy. These findings could be incorporated into a more personalized chemotherapeutic regime in these patients and offer prognostic information at the time of initial diagnosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00261-021-03032-9. |
format | Online Article Text |
id | pubmed-8215031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-82150312021-07-01 Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma Hötker, Andreas M. Mazaheri, Yousef Lollert, André Schenk, Jens-Peter Zheng, Junting Capanu, Marinela Akin, Oguz Graf, Norbert Staatz, Gundula Abdom Radiol (NY) Kidneys, Ureters, Bladder, Retroperitoneum PURPOSE: To assess the value of diffusion-weighted MRI (DW-MRI) in the non-invasive prediction of blastemal remnant after neoadjuvant chemotherapy in nephroblastoma. METHODS: This IRB-approved study included 32 pediatric patients with 35 tumors who underwent DW-MRI prior and after completion of neoadjuvant chemotherapy and subsequent surgical resection. Two blinded radiologists volumetrically assessed each tumor on pre- and post-neoadjuvant images and the parameters mean ADC, median ADC, 12.5th/25th/75th ADC percentile, skewness, and kurtosis were calculated. Blastemal remnant was determined per the pathology report. Associations between imaging features and blastemal remnant quartiles were examined using the Kruskal–Wallis test and adjusted for false discovery rate. RESULTS: Inter-reader agreement was high for mean ADC, skewness, kurtosis, and volume (ICC: 0.76–0.998). Pre-therapeutic histogram parameters skewness and kurtosis were found to be higher in patients with a higher amount of blastemal remnant for reader 1 (overall p = 0.035) and for kurtosis in reader 2 (overall p = 0.032) with skewness not reaching the level of statistical significance (overall p = 0.055). Higher tumor volume on pre-treatment imaging was associated with a higher amount of blastemal remnant after therapy (overall p = 0.032 for both readers). CONCLUSIONS: Pre-treatment skewness and kurtosis of ADC histogram analysis were significantly associated with a larger fraction of a blastemal remnant after neoadjuvant chemotherapy. These findings could be incorporated into a more personalized chemotherapeutic regime in these patients and offer prognostic information at the time of initial diagnosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00261-021-03032-9. Springer US 2021-03-12 2021 /pmc/articles/PMC8215031/ /pubmed/33712896 http://dx.doi.org/10.1007/s00261-021-03032-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Kidneys, Ureters, Bladder, Retroperitoneum Hötker, Andreas M. Mazaheri, Yousef Lollert, André Schenk, Jens-Peter Zheng, Junting Capanu, Marinela Akin, Oguz Graf, Norbert Staatz, Gundula Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
title | Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
title_full | Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
title_fullStr | Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
title_full_unstemmed | Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
title_short | Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
title_sort | diffusion-weighted mri and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma |
topic | Kidneys, Ureters, Bladder, Retroperitoneum |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8215031/ https://www.ncbi.nlm.nih.gov/pubmed/33712896 http://dx.doi.org/10.1007/s00261-021-03032-9 |
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