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Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score
PURPOSE: Introduce DWI and quantitative ADC evaluation in O-RADS MRI system and observe how diagnostic performance changes. Assess its validity and reproducibility between readers with different experience in female pelvic imaging. Finally, evaluate any correlation between ADC value and histotype in...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Milan
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181975/ https://www.ncbi.nlm.nih.gov/pubmed/37097348 http://dx.doi.org/10.1007/s11547-023-01628-3 |
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author | Manganaro, Lucia Ciulla, Sandra Celli, Veronica Ercolani, Giada Ninkova, Roberta Miceli, Valentina Cozzi, Andrea Rizzo, Stefania Maria Thomassin-Naggara, Isabelle Catalano, Carlo |
author_facet | Manganaro, Lucia Ciulla, Sandra Celli, Veronica Ercolani, Giada Ninkova, Roberta Miceli, Valentina Cozzi, Andrea Rizzo, Stefania Maria Thomassin-Naggara, Isabelle Catalano, Carlo |
author_sort | Manganaro, Lucia |
collection | PubMed |
description | PURPOSE: Introduce DWI and quantitative ADC evaluation in O-RADS MRI system and observe how diagnostic performance changes. Assess its validity and reproducibility between readers with different experience in female pelvic imaging. Finally, evaluate any correlation between ADC value and histotype in malignant lesions. MATERIALS AND METHODS: In total, 173 patients with 213 indeterminate adnexal masses (AMs) on ultrasound were subjected to MRI examination, from which 140 patients with 172 AMs were included in the final analysis. Standardised MRI sequences were used, including DWI and DCE sequences. Two readers, blinded to histopathological data, retrospectively classified AMs according to the O-RADS MRI scoring system. A quantitative analysis method was applied by placing a ROI on the ADC maps obtained from single-exponential DWI sequences. AMs considered benign (O-RADS MRI score 2) were excluded from the ADC analysis. RESULTS: Excellent inter-reader agreement was found in the classification of lesions according to the O-RADS MRI score (K = 0.936; 95% CI). Two ROC curves were created to determine the optimal cut-off value for the ADC variable between O-RADS MRI categories 3–4 and 4–5, respectively, 1.411 × 10(–3) mm(2)/sec and 0.849 × 10(–3) mm(2)/sec. Based on these ADC values, 3/45 and 22/62 AMs were upgraded, respectively, to score 4 and 5, while 4/62 AMs were downgraded to score 3. ADC values correlated significantly with the ovarian carcinoma histotype (p value < 0.001). CONCLUSION: Our study demonstrates the prognostic potential of DWI and ADC values in the O-RADS MRI classification for better radiological standardisation and characterisation of AMs. |
format | Online Article Text |
id | pubmed-10181975 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Milan |
record_format | MEDLINE/PubMed |
spelling | pubmed-101819752023-05-14 Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score Manganaro, Lucia Ciulla, Sandra Celli, Veronica Ercolani, Giada Ninkova, Roberta Miceli, Valentina Cozzi, Andrea Rizzo, Stefania Maria Thomassin-Naggara, Isabelle Catalano, Carlo Radiol Med Magnetic Resonance Imaging PURPOSE: Introduce DWI and quantitative ADC evaluation in O-RADS MRI system and observe how diagnostic performance changes. Assess its validity and reproducibility between readers with different experience in female pelvic imaging. Finally, evaluate any correlation between ADC value and histotype in malignant lesions. MATERIALS AND METHODS: In total, 173 patients with 213 indeterminate adnexal masses (AMs) on ultrasound were subjected to MRI examination, from which 140 patients with 172 AMs were included in the final analysis. Standardised MRI sequences were used, including DWI and DCE sequences. Two readers, blinded to histopathological data, retrospectively classified AMs according to the O-RADS MRI scoring system. A quantitative analysis method was applied by placing a ROI on the ADC maps obtained from single-exponential DWI sequences. AMs considered benign (O-RADS MRI score 2) were excluded from the ADC analysis. RESULTS: Excellent inter-reader agreement was found in the classification of lesions according to the O-RADS MRI score (K = 0.936; 95% CI). Two ROC curves were created to determine the optimal cut-off value for the ADC variable between O-RADS MRI categories 3–4 and 4–5, respectively, 1.411 × 10(–3) mm(2)/sec and 0.849 × 10(–3) mm(2)/sec. Based on these ADC values, 3/45 and 22/62 AMs were upgraded, respectively, to score 4 and 5, while 4/62 AMs were downgraded to score 3. ADC values correlated significantly with the ovarian carcinoma histotype (p value < 0.001). CONCLUSION: Our study demonstrates the prognostic potential of DWI and ADC values in the O-RADS MRI classification for better radiological standardisation and characterisation of AMs. Springer Milan 2023-04-25 2023 /pmc/articles/PMC10181975/ /pubmed/37097348 http://dx.doi.org/10.1007/s11547-023-01628-3 Text en © The Author(s) 2023 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 | Magnetic Resonance Imaging Manganaro, Lucia Ciulla, Sandra Celli, Veronica Ercolani, Giada Ninkova, Roberta Miceli, Valentina Cozzi, Andrea Rizzo, Stefania Maria Thomassin-Naggara, Isabelle Catalano, Carlo Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score |
title | Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score |
title_full | Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score |
title_fullStr | Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score |
title_full_unstemmed | Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score |
title_short | Impact of DWI and ADC values in Ovarian-Adnexal Reporting and Data System (O-RADS) MRI score |
title_sort | impact of dwi and adc values in ovarian-adnexal reporting and data system (o-rads) mri score |
topic | Magnetic Resonance Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181975/ https://www.ncbi.nlm.nih.gov/pubmed/37097348 http://dx.doi.org/10.1007/s11547-023-01628-3 |
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