Dynamic contrast-enhanced MRI in malignant pleural mesothelioma: prediction of outcome based on DCE-MRI measurements in patients undergoing cytotoxic chemotherapy

被引:6
作者
Tomsic, Martina Vivoda [1 ,2 ]
Korosec, Peter [1 ,3 ]
Kovac, Viljem [2 ,4 ]
Bisdas, Sotirios [5 ]
Popovic, Katarina Surlan [2 ,6 ]
机构
[1] Univ Clin Pulm & Allerg Dis Golnik, Golnik 36, Golnik 4204, Slovenia
[2] Univ Ljubljana, Fac Med, Korytkova Ulica 2, Ljubljana 1000, Slovenia
[3] Univ Ljubljana, Fac Pharm, Askerceva Cesta 7, Ljubljana 1000, Slovenia
[4] Inst Oncol Ljubljana, Dept Radiotherapy, Zaloska Cesta 2, Ljubljana 1000, Slovenia
[5] UCLH, Natl Hosp Neurol & Neurosurg, Lysholm Dept Neuroradiol, London, England
[6] Univ Med Ctr Ljubljana, Inst Radiol, Ljubljana 1000, Slovenia
关键词
Mesothelioma diagnostic imaging; Mesothelioma drug therapy; Magnetic resonance imaging; Perfusion; Prognosis; Cisplatin; Survival; Progression free survival; PARAMETERS; CANCER; BIOMARKERS; CISPLATIN; SURVIVAL; GLIOMA;
D O I
10.1186/s12885-022-09277-x
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background The malignant pleural mesothelioma (MPM) response rate to chemotherapy is low. The identification of imaging biomarkers that could help guide the most effective therapy approach for individual patients is highly desirable. Our aim was to investigate the dynamic contrast-enhanced (DCE) MR parameters as predictors for progression-free (PFS) and overall survival (OS) in patients with MPM treated with cisplatin-based chemotherapy. Methods Thirty-two consecutive patients with MPM were enrolled in this prospective study. Pretreatment and intratreatment DCE-MRI were scheduled in each patient. The DCE parameters were analyzed using the extended Tofts (ET) and the adiabatic approximation tissue homogeneity (AATH) model. Comparison analysis, logistic regression and ROC analysis were used to identify the predictors for the patient's outcome. Results Patients with higher pretreatment ET and AATH-calculated K-trans and v(e) values had longer OS (P <=.006). Patients with a more prominent reduction in ET-calculated K-trans and k(ep) values during the early phase of chemotherapy had longer PFS (P =.008). No parameter was identified to predict PFS. Pre-treatment ET-calculated K-trans was found to be an independent predictive marker for longer OS (P=.02) demonstrating the most favourable discrimination performance compared to other DCE parameters with an estimated sensitivity of 89% and specificity of 78% (AUC 0.9, 95% CI 0.74-0.98, cut off > 0.08 min(-1)). Conclusions In the present study, higher pre-treatment ET-calculated K-trans values were associated with longer OS. The results suggest that DCE-MRI might provide additional information for identifying MPM patients that may respond to chemotherapy.
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页数:11
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共 35 条
[1]   Dynamic Contrast Enhanced MRI Parameters and Tumor Cellularity in a Rat Model of Cerebral Glioma at 7 T [J].
Aryal, Madhava P. ;
Nagaraja, Tavarekere N. ;
Keenan, Kelly A. ;
Bagher-Ebadian, Hassan ;
Panda, Swayamprava ;
Brown, Stephen L. ;
Cabral, Glauber ;
Fenstermacher, Joseph D. ;
Ewing, James R. .
MAGNETIC RESONANCE IN MEDICINE, 2014, 71 (06) :2206-2214
[2]   Response evaluation in mesothelioma: Beyond RECIST [J].
Cheng, Lin ;
Tunariu, Nina ;
Collins, David J. ;
Blackledge, Matthew D. ;
Riddell, Angela M. ;
Leach, Martin O. ;
Popat, Sanjay ;
Koh, Dow-Mu .
LUNG CANCER, 2015, 90 (03) :433-441
[3]   The Principal of Dynamic Contrast Enhanced MRI, the Method of Pharmacokinetic Analysis, and Its Application in the Head and Neck Region [J].
Chikui, Toru ;
Ohara, Makoto ;
Simonetti, Arjan W. ;
Ohga, Masahiro ;
Koga, Shoichi ;
Kawano, Shintaro ;
Matsuo, Yoshio ;
Kamintani, Takeshi ;
Shiraishi, Tomoko ;
Kitamoto, Erina ;
Nakamura, Katsumasa ;
Yoshiural, Kazunori .
INTERNATIONAL JOURNAL OF DENTISTRY, 2012, 2012
[4]   Imaging biomarkers in oncology: Basics and application to MRI [J].
Dregely, Isabel ;
Prezzi, Davide ;
Kelly-Morland, Christian ;
Roccia, Elisa ;
Neji, Radhouene ;
Goh, Vicky .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 48 (01) :13-26
[5]   MR in oncology drug development [J].
Galbraith, Susan M. .
NMR IN BIOMEDICINE, 2006, 19 (06) :681-689
[6]   DCE-MRI of Tumor Hypoxia and Hypoxia-Associated Aggressiveness [J].
Gaustad, Jon-Vidar ;
Hauge, Anette ;
Wegner, Catherine S. ;
Simonsen, Trude G. ;
Lund, Kjersti, V ;
Hansem, Lise Mari K. ;
Rofstad, Einar K. .
CANCERS, 2020, 12 (07) :1-14
[7]   Non-invasive methods of assessing angiogenesis and their value in predicting response to treatment in colorectal cancer [J].
George, ML ;
Dzik-Jurasz, ASK ;
Padhani, AR ;
Brown, G ;
Tait, DM ;
Eccles, SA ;
Swift, RI .
BRITISH JOURNAL OF SURGERY, 2001, 88 (12) :1628-1636
[8]   Pharmacokinetic analysis of malignant pleural mesothelioma-initial results of tumor microcirculation and its correlation to microvessel density (CD-34) [J].
Giesel, Frederik L. ;
Choyke, Peter L. ;
Mehndiratta, Amit ;
Zechmann, Christian M. ;
von Tengg-Kobligk, Henrik ;
Kayser, Klaus ;
Bischoff, Helge ;
Hintze, Christian ;
Delorme, Stefan ;
Weber, M. A. ;
Essig, Marco ;
Kauczor, Hans-Ulrich ;
Knopp, Michael V. .
ACADEMIC RADIOLOGY, 2008, 15 (05) :563-570
[9]   Dynamic contrast-enhanced MRI of malignant pleural mesothelioma - A feasibility study of noninvasive assessment, therapeutic follow-up, and possible predictor of improved outcome [J].
Giesel, Frederik L. ;
Bischoff, Helge ;
von Tengg-Kobligk, Hendrik ;
Weber, Marc-Andre ;
Zechmann, Christian M. ;
Kauczor, Hans-Ulrich ;
Knopp, Michael V. .
CHEST, 2006, 129 (06) :1570-1576
[10]   Clinical-pharmacogenetic models for personalized cancer treatment: application to malignant mesothelioma [J].
Goricar, Katja ;
Kovac, Viljem ;
Dolzan, Vita .
SCIENTIFIC REPORTS, 2017, 7