Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps

2021-04-15 | journal article; research paper. A publication with affiliation to the University of Göttingen.

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​Differentiation of brain metastases from small and non-small lung cancers using apparent diffusion coefficient (ADC) maps​
Müller, S. J.; Khadhraoui, E.; Neef, N. E.; Riedel, C. H. & Ernst, M.​ (2021) 
BMC Medical Imaging21(1) art. 70​.​ DOI: https://doi.org/10.1186/s12880-021-00602-7 

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Authors
Müller, Sebastian Johannes; Khadhraoui, Eya; Neef, Nicole E.; Riedel, Christian Heiner; Ernst, Marielle
Abstract
Abstract 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).
Issue Date
15-April-2021
Publisher
BioMed Central
Journal
BMC Medical Imaging 
eISSN
1471-2342
Language
English
Sponsor
Georg-August-Universität Göttingen (1018)

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