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Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps
BACKGROUND: Brain metastases are particularly common in patients with small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC), with NSCLC showing a less aggressive clinical course and lower chemo- and radio sensitivity compared to SCLC. Early adequate therapy is highly desirable and de...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048287/ https://www.ncbi.nlm.nih.gov/pubmed/33858368 http://dx.doi.org/10.1186/s12880-021-00602-7 |
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author | Müller, Sebastian Johannes Khadhraoui, Eya Neef, Nicole E. Riedel, Christian Heiner Ernst, Marielle |
author_facet | Müller, Sebastian Johannes Khadhraoui, Eya Neef, Nicole E. Riedel, Christian Heiner Ernst, Marielle |
author_sort | Müller, Sebastian Johannes |
collection | PubMed |
description | BACKGROUND: Brain metastases are particularly common in patients with small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC), with NSCLC showing a less aggressive clinical course and lower chemo- and radio sensitivity compared to SCLC. Early adequate therapy is highly desirable and depends on a reliable classification of tumor type. The apparent diffusion coefficient is a noninvasive neuroimaging marker with the potential to differentiate between major histological subtypes. Here we determine the sensitivity and specificity of the apparent diffusion coefficient to distinguish between NSCLC and SCLC. METHODS: We enrolled all NSCLC and SCLC patients diagnosed between 2008 and 2019 at the University Medical Center Göttingen. Cranial MR scans were visually inspected for brain metastases and the ratio of the apparent diffusion coefficient (ADC) was calculated by dividing the ADC measured within the solid part of a metastasis by a reference ADC extracted from an equivalent region in unaffected tissue on the contralateral hemisphere. RESULTS: Out of 411 enrolled patients, we detected 129 patients (83 NSCLC, 46 SCLC) with sufficiently large brain metastases with histologically classified lung cancer and no hemorrhage. We analyzed 185 brain metastases, 84 of SCLC and 101 of NSCLC. SCLC brain metastases showed an ADC ratio of 0.68 ± 0.12 SD, and NSCLC brain metastases showed an ADC ratio of 1.47 ± 0.31 SD. Receiver operating curve statistics differentiated brain metastases of NSCLC from SCLC with an area under the curve of 0.99 and a 95% CI of 0.98 to 1, p < 0.001. Youden's J cut-point is 0.97 at a sensitivity of 0.989 and a specificity of 0.988. CONCLUSIONS: In patients with lung cancer and brain metastases with solid tumor parts, ADC ratio enables an ad hoc differentiation of SCLC and NSCLC, easily achieved during routine neuroradiological examination. Non-invasive MR imaging enables an early-individualized management of brain metastases from lung cancer. Trial registration: The study was registered in the German Clinical Trials Register (DRKS00023016). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12880-021-00602-7. |
format | Online Article Text |
id | pubmed-8048287 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80482872021-04-15 Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps Müller, Sebastian Johannes Khadhraoui, Eya Neef, Nicole E. Riedel, Christian Heiner Ernst, Marielle BMC Med Imaging Research Article BACKGROUND: Brain metastases are particularly common in patients with small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC), with NSCLC showing a less aggressive clinical course and lower chemo- and radio sensitivity compared to SCLC. Early adequate therapy is highly desirable and depends on a reliable classification of tumor type. The apparent diffusion coefficient is a noninvasive neuroimaging marker with the potential to differentiate between major histological subtypes. Here we determine the sensitivity and specificity of the apparent diffusion coefficient to distinguish between NSCLC and SCLC. METHODS: We enrolled all NSCLC and SCLC patients diagnosed between 2008 and 2019 at the University Medical Center Göttingen. Cranial MR scans were visually inspected for brain metastases and the ratio of the apparent diffusion coefficient (ADC) was calculated by dividing the ADC measured within the solid part of a metastasis by a reference ADC extracted from an equivalent region in unaffected tissue on the contralateral hemisphere. RESULTS: Out of 411 enrolled patients, we detected 129 patients (83 NSCLC, 46 SCLC) with sufficiently large brain metastases with histologically classified lung cancer and no hemorrhage. We analyzed 185 brain metastases, 84 of SCLC and 101 of NSCLC. SCLC brain metastases showed an ADC ratio of 0.68 ± 0.12 SD, and NSCLC brain metastases showed an ADC ratio of 1.47 ± 0.31 SD. Receiver operating curve statistics differentiated brain metastases of NSCLC from SCLC with an area under the curve of 0.99 and a 95% CI of 0.98 to 1, p < 0.001. Youden's J cut-point is 0.97 at a sensitivity of 0.989 and a specificity of 0.988. CONCLUSIONS: In patients with lung cancer and brain metastases with solid tumor parts, ADC ratio enables an ad hoc differentiation of SCLC and NSCLC, easily achieved during routine neuroradiological examination. Non-invasive MR imaging enables an early-individualized management of brain metastases from lung cancer. Trial registration: The study was registered in the German Clinical Trials Register (DRKS00023016). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12880-021-00602-7. BioMed Central 2021-04-15 /pmc/articles/PMC8048287/ /pubmed/33858368 http://dx.doi.org/10.1186/s12880-021-00602-7 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Müller, Sebastian Johannes Khadhraoui, Eya Neef, Nicole E. Riedel, Christian Heiner Ernst, Marielle Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps |
title | Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps |
title_full | Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps |
title_fullStr | Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps |
title_full_unstemmed | Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps |
title_short | Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps |
title_sort | differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (adc) maps |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048287/ https://www.ncbi.nlm.nih.gov/pubmed/33858368 http://dx.doi.org/10.1186/s12880-021-00602-7 |
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