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Katharina Ingenerf M, Karim H, Fink N, Ilhan H, Ricke J, Treitl KM, Schmid-Tannwald C. Apparent diffusion coefficients (ADC) in response assessment of transarterial radioembolization (TARE) for liver metastases of neuroendocrine tumors (NET): a feasibility study. Acta Radiol 2022; 63:877-888. [PMID: 34225464 PMCID: PMC9194807 DOI: 10.1177/02841851211024004] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background In patients with hepatic neuroendocrine tumors (NETs) locoregional therapies
such as transarterial radioembolization (TARE) are increasingly applied.
Response evaluation remains challenging and previous studies assessing
response with diffusion-weighted imaging (DWI) have been inconclusive. Purpose To perform a feasibility study to evaluate if response assessment with
quantitative apparent diffusion coefficient (ADC) in patients with liver
metastases of NETs after TARE will be possible. Material and Methods Retrospectively, 43 patients with 120 target lesions who obtained abdominal
magnetic resonance imaging (MRI) with DWI 39±28 days before and 74±46 days
after TARE were included. Intralesional ADC (ADCmin,
ADCmax, and ADCmean) were measured for a maximum
number of three lesions per patient on baseline and post-interventional DWI.
Tumor response was categorized according to RECIST 1.1 and mRECIST. Results TARE resulted in partial remission (PR) in 23% (63%), in stable disease (SD)
in 73% (23%), in progressive disease (PD) in 5% (7%) and in complete
response (CR) in 0% (1%) according to RECIST 1.1 (mRECIST, respectively).
ADC values increased significantly (P<0.005) after TARE
in the PR group whereas there was no significant change in the PD group.
Post-therapeutic ADC values of SD lesions increased significantly when
evaluated by RECIST 1.1 but not if evaluated by mRECIST. Percentual changes
of ADCmean values were slightly higher for responders compared to
non-responders (P<0.05). Conclusion ADC values seem to represent an additional marker for treatment response
evaluation after TARE in patients with secondary hepatic NET. A conclusive
study seems feasible though patient-based evaluation and overall survival
and progression free survival as alternate primary endpoints should be
considered.
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Affiliation(s)
- Maria Katharina Ingenerf
- Klinik und Poliklinik für Radiologie, Klinikum der Universität München, LMU München, Munich, Germany
| | - Homeira Karim
- Klinik und Poliklinik für Radiologie, Klinikum der Universität München, LMU München, Munich, Germany
| | - Nicola Fink
- Klinik und Poliklinik für Radiologie, Klinikum der Universität München, LMU München, Munich, Germany
| | - Harun Ilhan
- Department of Nuclear Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Jens Ricke
- Klinik und Poliklinik für Radiologie, Klinikum der Universität München, LMU München, Munich, Germany
| | - Karla-Maria Treitl
- Klinik und Poliklinik für Radiologie, Klinikum der Universität München, LMU München, Munich, Germany
| | - Christine Schmid-Tannwald
- Klinik und Poliklinik für Radiologie, Klinikum der Universität München, LMU München, Munich, Germany
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Messmer F, Zgraggen J, Kobe A, Chaykovska L, Puippe G, Reiner CS, Pfammatter T. Quantitative and qualitative evaluation of liver metastases with intraprocedural cone beam CT prior to transarterial radioembolization as a predictor of treatment response. RESEARCH IN DIAGNOSTIC AND INTERVENTIONAL IMAGING 2022; 1:100005. [PMID: 39077371 PMCID: PMC11265323 DOI: 10.1016/j.redii.2022.100005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 03/21/2022] [Indexed: 07/31/2024]
Abstract
Purpose To investigate, by quantitative and qualitative enhancement measurements, the correlation between tumor enhancement on cone beam computed tomography (CBCT) images and treatment response at 6 months in patients undergoing transarterial radioembolization (TARE) for liver metastases. Materials and Methods 36 patients (56% male; median age 62.5 years) with 104 metastases were retrospectively included. Quantitative and qualitative enhancement of liver metastases were evaluated on CBCT images before TARE. Quantitative analysis consisted of lesion enhancement measurements (ROI HU lesion - ROI HU relative to inferior vena cava). Qualitative analysis consisted of subjective enhancement pattern analysis (diffuse, sparse, rim-like or non-enhancing). Morphologic tumor response was evaluated according to RECIST 1.1 criteria on follow-up CT or MR imaging. Results At a mean follow up of 6.5 ± 3.7 months, progressive disease (PD) was found in 4 patients, partial response (PR) in 11 and stable disease (SD) in 21. Relative lesion enhancement was significantly different between these groups (-37.5±154.2 HU vs. 103.8±93.4 vs. 181±144 HU in PD vs. SD vs. PR group, respectively; p<0.01). ROC analysis of relative lesion enhancement to predict progressive disease showed an area under the curve of 0.86 (p<0.01). For qualitative lesion enhancement analysis, no difference between groups was found. Conclusion Quantitative enhancement measurements derived from intraprocedural contrast enhanced CBCT may identify responders to TARE in patients with liver metastases.
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Affiliation(s)
- Florian Messmer
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Juliana Zgraggen
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Adrian Kobe
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | | | - Gilbert Puippe
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Caecilia S. Reiner
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Thomas Pfammatter
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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3
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Maas M, Beets-Tan R, Gaubert JY, Gomez Munoz F, Habert P, Klompenhouwer LG, Vilares Morgado P, Schaefer N, Cornelis FH, Solomon SB, van der Reijd D, Bilbao JI. Follow-up after radiological intervention in oncology: ECIO-ESOI evidence and consensus-based recommendations for clinical practice. Insights Imaging 2020; 11:83. [PMID: 32676924 PMCID: PMC7366866 DOI: 10.1186/s13244-020-00884-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 05/20/2020] [Indexed: 12/19/2022] Open
Abstract
Interventional radiology plays an important and increasing role in cancer treatment. Follow-up is important to be able to assess treatment success and detect locoregional and distant recurrence and recommendations for follow-up are needed. At ECIO 2018, a joint ECIO-ESOI session was organized to establish follow-up recommendations for oncologic intervention in liver, renal, and lung cancer. Treatments included thermal ablation, TACE, and TARE. In total five topics were evaluated: ablation in colorectal liver metastases (CRLM), TARE in CRLM, TACE and TARE in HCC, ablation in renal cancer, and ablation in lung cancer. Evaluated modalities were FDG-PET-CT, CT, MRI, and (contrast-enhanced) ultrasound. Prior to the session, five experts were selected and performed a systematic review and presented statements, which were voted on in a telephone conference prior to the meeting by all panelists. These statements were presented and discussed at the ECIO-ESOI session at ECIO 2018. This paper presents the recommendations that followed from these initiatives. Based on expert opinions and the available evidence, follow-up schedules were proposed for liver cancer, renal cancer, and lung cancer. FDG-PET-CT, CT, and MRI are the recommended modalities, but one should beware of false-positive signs of residual tumor or recurrence due to inflammation early after the intervention. There is a need for prospective preferably multicenter studies to validate new techniques and new response criteria. This paper presents recommendations that can be used in clinical practice to perform the follow-up of patients with liver, lung, and renal cancer who were treated with interventional locoregional therapies.
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Affiliation(s)
- Monique Maas
- Dept of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Regina Beets-Tan
- Dept of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Jean-Yves Gaubert
- Dept of Radiology, CHU Hospital Timone, Marseille, France.,Aix Marseille Univ, LIIE, Marseille, France
| | - Fernando Gomez Munoz
- Dept of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.,Dept of Radiology, Hospital Clinic de Barcelona, Barcelona, Spain
| | - Paul Habert
- Dept of Radiology, CHU Hospital Timone, Marseille, France.,Aix Marseille Univ, LIIE, Marseille, France
| | | | | | - Niklaus Schaefer
- Dept of Radiology, Lausanne University Hospital, Lausanne, Switzerland
| | | | - Stephen B Solomon
- Dept of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | | | - Jose Ignacio Bilbao
- Dept of Radiology, University Clinic of Navarra, Calle Benjamín de Tudela, 2, 31008, Pamplona, Navarra, Spain.
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Wang J, Yang J, Zhang H, Liao Y, Xu D, Ma S. Effects of miR-135a-5p and miR-141 on proliferation, invasion and apoptosis of colorectal cancer SW620 cells. Oncol Lett 2020; 20:914-920. [PMID: 32566020 PMCID: PMC7286134 DOI: 10.3892/ol.2020.11598] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 02/04/2020] [Indexed: 12/16/2022] Open
Abstract
Effects of miR-135a-5p and miR-141 on the biological function of colorectal cancer SW620 cells were investigated. Fifty-four specimens of cancer tissues and 54 specimens of corresponding adjacent tissues in colon cancer patients who were treated in The Central Hospital of Wuhan from March 2014 to March 2015 were collected. RT-PCR was used to detect the expression levels of miR-135a-5p and miR-141 in cancer tissues and adjacent tissues. The miR-135a-5p inhibitor and miR-141 mimic carriers were established. The cell proliferation was detected by CCK8, the invasion ability of cells in vitro was evaluated by Transwell chamber, and cell apoptosis of each group was detected by flow cytometry. The results of RT-qPCR showed that expression levels of miR-135a-5p in colorectal cancer tissues were significantly higher than those in adjacent tissues, the expression levels of miR-141 in colorectal cancer tissues were significantly lower than those in adjacent tissues, and the difference was statistically significant (P<0.001). The cell survival rates of the miR-135a-5p inhibitor group and the miR-141 mimic group were significantly lower than those of the NC group and the blank group 48 and 72 h after transfection (P<0.001). The number of invasive cells in the miR-135a-5p inhibitor group and the miR-141 mimic group was significantly lower than that in the blank group and the NC group (P<0.001). Apoptosis rate was significantly higher than that of the NC group and the blank group (P<0.001). In conclusion, low expression levels of miR-135a-5p and miR-141 in colorectal adenomas suggested that miR-135a-5p and miR-141 could act as tumor suppressors in the development of colorectal adenomas; miR-135a-5p and miR-141 inhibited the proliferation and invasion of colon cancer SW620 cells and promoted apoptosis of colon cancer cells.
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Affiliation(s)
- Jian Wang
- Department of Gastroenterology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Jing Yang
- Department of Gastroenterology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Heng Zhang
- Department of Gastroenterology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Yusheng Liao
- Department of Gastroenterology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Dan Xu
- Department of Gastroenterology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Songlin Ma
- Department of Gastroenterology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
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Owen B, Gandara D, Kelly K, Moore E, Shelton D, Knollmann F. CT Volumetry and Basic Texture Analysis as Surrogate Markers in Advanced Non-small-cell Lung Cancer. Clin Lung Cancer 2019; 21:225-231. [PMID: 31699509 DOI: 10.1016/j.cllc.2019.08.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 07/21/2019] [Accepted: 08/24/2019] [Indexed: 02/01/2023]
Abstract
INTRODUCTION We evaluated volumetric tumor measurements and computed tomography texture analysis as prognostic indicators in patients with advanced non-small-cell lung cancer when compared with the unidimensional tumor size measurements used in Response Evaluation Criteria in Solid Tumors (RECIST). PATIENTS AND METHODS In a retrospective review, computed tomography examinations in 77 patients with advanced non-small-cell lung cancer were evaluated before and after 2 cycles of chemotherapy. Baseline and changes in tumor diameter, volume, and texture were analyzed. Survival was analyzed with Cox regression analysis and Kaplan-Meier survival statistics. RESULTS Cox regression analysis demonstrated that only change in tumor volume (exp(B) = 1.006; P = .02) and the initial sum of the largest target lesion diameters predicted survival (exp(B) = 1.013; P = .02). Kaplan-Meier statistics demonstrated that patients with an initial sum of the largest target lesion diameters less than 88 mm had median survival time of 587 days (95% confidence interval [CI], 269-905 days), compared with the survival of those with larger tumor burden of 407 days (95% CI, 235-579 days). Patients in whom tumor volume decreased by more than 29% had a median survival time of 622 days (95% CI, 448-796 days), compared with 305 days for those with less decrease (95% CI, 34-240 days). CONCLUSION This study demonstrates that change in lung tumor volume is a better marker of patient survival than change of unidimensional diameter measurements in our cohort. If confirmed in larger studies, this suggests that volumetry might improve clinical decision-making for individual patients and allow for faster assessment of new treatments.
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Affiliation(s)
- Benjamin Owen
- Department of Radiology, University of California Davis, Sacramento, CA.
| | - David Gandara
- Department of Internal Medicine, Division of Hematology and Oncology, University of California Davis, Sacramento, CA
| | - Karen Kelly
- Department of Internal Medicine, Division of Hematology and Oncology, University of California Davis, Sacramento, CA
| | - Elizabeth Moore
- Department of Radiology, University of California Davis, Sacramento, CA
| | - David Shelton
- Department of Radiology, University of California Davis, Sacramento, CA
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Hu S, Sun C, Wang B, Zhou K, Pan L, Shangguan J, Yang J, Yaghmai V, Figini M, Zhang Z. Diffusion-Weighted MR Imaging to Evaluate Immediate Response to Irreversible Electroporation in a Rabbit VX2 Liver Tumor Model. J Vasc Interv Radiol 2019; 30:1863-1869. [PMID: 31542271 DOI: 10.1016/j.jvir.2019.05.030] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 05/26/2019] [Accepted: 05/31/2019] [Indexed: 02/09/2023] Open
Abstract
PURPOSE To evaluate the feasibility of diffusion-weighted imaging (DWI) in magnetic resonance imaging for quantitative measurement of responses following irreversible electroporation (IRE) in a rabbit liver tumor model. MATERIALS AND METHODS Twelve rabbits underwent ultrasound-guided VX2 tumor implantation in the left medial and left lateral liver lobes. The tumors in the left medial lobe were treated with IRE, whereas those in the left lateral lobe served as internal controls. DWI was performed before and immediately after IRE. Tumors were then harvested for histopathologic staining. The apparent diffusion coefficient (ADC) and change in ADC (ΔADC) were calculated based on DWI. Tumor apoptosis index (AI) was assessed by terminal deoxynucleotidyl transferase dUTP nick-end labeling. These measurements from DWI and histopathology were compared between untreated and treated tumors. RESULTS The ADC values, ΔADC, and AI showed statistically significant differences between treated and untreated tumors (P < .05 for all). ADC values were higher in treated tumors than in untreated tumors (1.08 × 10-3 mm2/s ± 0.15 vs 0.88 × 10-3 mm2/s ± 0.19; P = .042). CONCLUSIONS DWI can be used to quantitatively evaluate treatment response in liver tumors immediately after IRE.
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Affiliation(s)
- Su Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China; Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611
| | - Chong Sun
- Department of Orthopedics, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Bin Wang
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611; Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangdong Provincial Engineering Technology Research Center of Minimally Invasive Surgery, Guangzhou, China
| | - Kang Zhou
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611; Department of Radiology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Liang Pan
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611; Department of Radiology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Junjie Shangguan
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611
| | - Jia Yang
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611
| | - Vahid Yaghmai
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois
| | - Matteo Figini
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611
| | - Zhuoli Zhang
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., 16th Floor, Chicago, IL 60611; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois.
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Alis D, Durmaz ESM, Gulsen F, Bas A, Kabasakal L, Sager S, Numan F. Prognostic value of ADC measurements in predicting overall survival in patients undergoing 90Y radioembolization for colorectal cancer liver metastases. Clin Imaging 2019; 57:124-130. [PMID: 31220677 DOI: 10.1016/j.clinimag.2019.05.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 05/06/2019] [Accepted: 05/28/2019] [Indexed: 12/14/2022]
Abstract
AIM To assess the ability of diffusion-weighted imaging (DWI) in predicting the overall survival in patients who underwent Yttrium 90 radioembolization (90Y-RE) for colorectal liver metastases (CLM) with other well-established clinical and imaging parameters by comparing the pre- and post-treatment apparent diffusion coefficient (ADC) values of the lesions. METHODS A total of 81 metastatic lesions of 27 consecutive patients who underwent DWI before and after the 90Y-RE session were enrolled in the study. ADC values were calculated from the entire (ADCe) and peripheral (ADCp) tumor on pre- and post-treatment DWI, and any relative increase in ADC >0% accepted as a functional imaging response. The impact of functional imaging response in addition to other well-known parameters including Response Evaluation Criteria in Solid Tumors (RECIST), hepatic tumor burden, Eastern Cooperative Oncology Group performance status (ECOG-PS) and the presence of extrahepatic metastases in predicting overall survival (OS) was assessed using Kaplan-Meier curves and Cox-regression analyses. RESULTS The median OS of the patients was 10 months (range, 6-20 months) while the median OS of the responders being significantly longer than the non-responders for ADCe and ADCp (median 11 vs 7 months, P = 0.003; median 12 vs. 7 months, P < 0.0001, respectively). The RECIST score was also significantly affected the OS (progressive or stable disease median 8 months vs. partial response 15 indent months, P = 0.019). The other parameters including hepatic tumor burden, gender, ECOG score, the involvement of the liver lobes, and the presence of extrahepatic metastases were not associated with the OS. In multivariate analysis, only ADCp remained as an independent predictor of OS (P = 0.003, HR = 19.878). CONCLUSION Any increase in relative ADCp or ADCe values after Y90-RE treatment was associated with longer OS in CLM patients, and DWI seems to be valuable imaging biomarker in predicting OS in CLM patients during the early post-interventional period after 90Y-RE.
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Affiliation(s)
- Deniz Alis
- Istanbul Mehmet Akif Ersoy Thoracic and Cardiovascular Surgery Training and Research Hospital, Department of Radiology, Istanbul, Turkey.
| | - Emine Sebnem Memis Durmaz
- Ministry of Health, Buyukcekmece Mimar Sinan Hospital, Buyukcekmece, Department of Radiology, Istanbul, Turkey
| | - Fatih Gulsen
- Istanbul University-Cerrahpasa, Cerrahpasa School of Medicine, Department of Interventional Radiology, Fatih, Istanbul, Turkey
| | - Ahmet Bas
- Istanbul University-Cerrahpasa, Cerrahpasa School of Medicine, Department of Interventional Radiology, Fatih, Istanbul, Turkey
| | - Levent Kabasakal
- Istanbul University-Cerrahpasa, Cerrahpasa School of Medicine, Department of Nuclear Medicine, Fatih, Istanbul, Turkey.
| | - Sait Sager
- Istanbul University-Cerrahpasa, Cerrahpasa School of Medicine, Department of Nuclear Medicine, Fatih, Istanbul, Turkey
| | - Furuzan Numan
- Istanbul University-Cerrahpasa, Cerrahpasa School of Medicine, Department of Interventional Radiology, Fatih, Istanbul, Turkey
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Faron A, Pieper CC, Schmeel FC, Sprinkart AM, Kuetting DLR, Fimmers R, Trebicka J, Schild HH, Meyer C, Thomas D, Luetkens JA. Fat-free muscle area measured by magnetic resonance imaging predicts overall survival of patients undergoing radioembolization of colorectal cancer liver metastases. Eur Radiol 2019; 29:4709-4717. [PMID: 30689036 DOI: 10.1007/s00330-018-5976-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 12/05/2018] [Accepted: 12/17/2018] [Indexed: 12/22/2022]
Abstract
OBJECTIVES To investigate the clinical potential of fat-free muscle area (FFMA) to predict outcome in patients with liver-predominant metastatic colorectal cancer (mCRC) undergoing radioembolization (RE) with 90Yttrium microspheres. METHODS Patients with mCRC who underwent RE in our center were included in this retrospective study. All patients received liver magnetic resonance imaging including standard T2-weighted images. The total erector spinae muscle area and the intramuscular adipose tissue area were measured at the level of the origin of the superior mesenteric artery and subtracted to calculate FFMA. Cutoff values for definition of low FFMA were 3644 mm2 in men and 2825 mm2 in women. The main outcome was overall survival (OS). For survival analysis, the Kaplan-Meier method and Cox regressions comparing various clinic-oncological parameters which potentially may affect OS were performed. RESULTS Seventy-seven patients (28 female, mean age 60 ± 11 years) were analyzed. Mean time between MRI and the following RE was 17 ± 31 days. Median OS after RE was 178 days. Patients with low FFMA had significantly shortened OS compared to patients with high FFMA (median OS: 128 vs. 273 days, p = 0.017). On multivariate Cox regression analysis, OS was best predicted by FFMA (hazard ratio (HR) 2.652; p < 0.001). Baseline bilirubin (HR 1.875; p = 0.030), pattern of tumor manifestation (HR 1.679; p = 0.001), and model of endstage liver disease (MELD) score (HR 1.164; p < 0.001) were also significantly associated with OS. CONCLUSIONS FFMA was associated with OS in patients receiving RE for treatment of mCRC and might be a new prognostic biomarker for survival prognosis. KEY POINTS • Fat-free muscle area (FFMA) as a measure of lean muscle area predicts survival in metastatic colorectal liver cancer following radioembolization. • FFMA can easily be assessed from routine pre-interventional liver magnetic resonance imaging. • FFMA might be a new promising biomarker for assessment of sarcopenia.
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Affiliation(s)
- Anton Faron
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Claus C Pieper
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Frederic C Schmeel
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Alois M Sprinkart
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Daniel L R Kuetting
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Rolf Fimmers
- Department of Medical Biometry, Informatics, and Epidemiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Jonel Trebicka
- Department of Internal Medicine I, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany.,European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain.,Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark.,Institute for Bioengineering of Catalonia, Barcelona, Spain
| | - Hans H Schild
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Carsten Meyer
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Daniel Thomas
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany
| | - Julian A Luetkens
- Department of Radiology, University of Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany.
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Young S, Taylor A, Golzarian J, Flanagan S, D'Souza D, Sanghvi T. Clinical utility of one month imaging following selective internal radiation therapy. Diagn Interv Imaging 2019; 100:39-46. [DOI: 10.1016/j.diii.2018.07.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 06/21/2018] [Accepted: 07/06/2018] [Indexed: 01/15/2023]
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10
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Li LP. Cisplatin-Loaded Polymeric Micelles with Aggregation-Induced Emission Feature for Cellular Imaging and Chemotherapy. ChemistrySelect 2018. [DOI: 10.1002/slct.201802542] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Li-Ping Li
- Department of Clinical Laboratory; The Third Affiliated Hospital of Nanchang University, Jiangxi; Nanchang 330008 P. R. China
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11
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Young S, Taylor AJ, Sanghvi T. Post Locoregional Therapy Treatment Imaging in Hepatocellular Carcinoma Patients: A Literature-based Review. J Clin Transl Hepatol 2018; 6:189-197. [PMID: 29951364 PMCID: PMC6018307 DOI: 10.14218/jcth.2017.00059] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 12/14/2017] [Accepted: 12/22/2017] [Indexed: 12/19/2022] Open
Abstract
Imaging plays a crucial role in the diagnosis of hepatocellular carcinoma (HCC) as well as in determining treatment efficacy, or complications, following therapy. Unlike other cancers, HCC is most commonly treated by locoregional therapies (LRTs) such as thermal ablation, transarterial chemoembolization, and transarterial radioembolization. These treatments can lead to changes on imaging that make determination of residual/recurrent disease difficult. This literature-based review discusses the expected postimaging findings following LRT.
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Affiliation(s)
- Shamar Young
- Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - Andrew J. Taylor
- Department of Radiology, University of Minnesota, Minneapolis, MN, USA
- *Correspondence to: Andrew J. Taylor, Department of Radiology, University of Minnesota, 420 Delaware Street SE, MMC 292, Minneapolis, MN 55455, USA. Tel: +1-612-626-6638, Fax: +1-612-626-5505, E-mail:
| | - Tina Sanghvi
- Department of Radiology, University of Minnesota, Minneapolis, MN, USA
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Barabasch A, Heinzel A, Bruners P, Kraemer NA, Kuhl CK. Diffusion-weighted MRI Is Superior to PET/CT in Predicting Survival of Patients Undergoing 90Y Radioembolization of Hepatic Metastases. Radiology 2018; 288:764-773. [PMID: 29786487 DOI: 10.1148/radiol.2018170408] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Purpose To determine the relationship between diffusion-weighted (DW) liver MR images obtained 4-6 weeks after lobar yttrium 90 (90Y) treatment and overall survival in comparison with PET/CT or established oncologic factors known to affect survival. Materials and Methods The institutional review board approved this prospective intraindividual comparative study in 36 consecutive patients (25 women) with liver-dominant metastases (20 colorectal, 14 breast, two other) (mean age, 60 years ± 10 [standard deviation]) who underwent fluorine 18 (18F) fluorodeoxyglucose (FDG) PET/CT and DW MRI before and 4-6 weeks after 90Y radioembolization. DW MRI response was defined as a mean minimal apparent diffusion coefficient increase of more than 30%; PET/CT response was defined as a mean maximal standardized uptake value decrease of more than 30%. Kaplan-Meier curves, log-rank test, and multivariable Cox regression analyses were used to compare patient survival as a function of imaging and Response Evaluation Criteria in Solid Tumors (RECIST) response, pretreatment Eastern Cooperative Oncology Group (ECOG) performance status (PS) (0 vs 1), hepatic tumor load (<25% vs ≥25%), and presence versus absence of extrahepatic disease. Results Thirty-five of the 36 patients were observed until death (median survival, 36 weeks). Response was observed with PET/CT in 18 of 36 patients (50%). Median survival was 39 weeks in patients who responded to PET/CT versus 27 weeks in those who did not (P = .60). Response was observed with DW MRI in 24 of 36 patients (67%). Median survival was 53 weeks in DW MRI responders versus 20 weeks in nonresponders (P = .01). At multivariable analysis, DW MRI response was the only independent predictor of survival (P < .01). Response based on RECIST parameters, ECOG PS, hepatic tumor load, and presence of extrahepatic metastases did not correlate with survival. Conclusion In patients with hepatic metastases undergoing 90Y radioembolization, prediction of response to therapy with DW MRI was superior to that with PET/CT and established oncologic factors.
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Affiliation(s)
- Alexandra Barabasch
- From the Departments of Diagnostic and Interventional Radiology (A.B., P.B., N.A.K., C.K.K.) and Nuclear Medicine (A.H.), University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
| | - Alexander Heinzel
- From the Departments of Diagnostic and Interventional Radiology (A.B., P.B., N.A.K., C.K.K.) and Nuclear Medicine (A.H.), University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
| | - Philipp Bruners
- From the Departments of Diagnostic and Interventional Radiology (A.B., P.B., N.A.K., C.K.K.) and Nuclear Medicine (A.H.), University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
| | - Nils A Kraemer
- From the Departments of Diagnostic and Interventional Radiology (A.B., P.B., N.A.K., C.K.K.) and Nuclear Medicine (A.H.), University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
| | - Christiane K Kuhl
- From the Departments of Diagnostic and Interventional Radiology (A.B., P.B., N.A.K., C.K.K.) and Nuclear Medicine (A.H.), University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
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Vallières M, Serban M, Benzyane I, Ahmed Z, Xing S, El Naqa I, Levesque IR, Seuntjens J, Freeman CR. Investigating the role of functional imaging in the management of soft-tissue sarcomas of the extremities. PHYSICS & IMAGING IN RADIATION ONCOLOGY 2018; 6:53-60. [PMID: 33458389 PMCID: PMC7807871 DOI: 10.1016/j.phro.2018.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2017] [Revised: 04/06/2018] [Accepted: 05/08/2018] [Indexed: 11/16/2022]
Abstract
Background and purpose In this work, we validate a texture-based model computed from positron emission tomography (PET) and magnetic resonance imaging (MRI) for the prediction of lung metastases in soft-tissue sarcomas (STS). We explore functional imaging at different treatment time points and evaluate the feasibility of radiotherapy dose painting as a potential treatment strategy for patients with higher metastatic risk. Materials and methods We acquired fluorodeoxyglucose (FDG)-PET, fluoromisonidazole (FMISO)-PET, diffusion weighting (DW)-MRI and dynamic contrast enhanced (DCE)-MRI data for 18 patients with extremity STS before, during, and after pre-operative radiotherapy. We tested the lung metastases prediction model using pre-treatment images. We evaluated the feasibility of dose painting using volumetric arc therapy (VMAT) via treatment re-planning with a prescription of 50 Gy to the planning target volume (PTV50Gy) and boost doses of 60 Gy to the FDG hypermetabolic gross tumour volume (GTV60Gy) and 65 Gy to the low-perfusion DCE-MRI hypoxic GTV contained within the GTV60Gy (GTV65Gy). Results The texture-based model for lung metastases prediction reached an area under the curve (AUC), sensitivity, specificity and accuracy of 0.71, 0.75, 0.85 and 0.82, respectively. Dose painting resulted in adequate coverage and homogeneity in the re-planned treatments: D95% to the PTV50Gy, GTV60Gy and GTV65Gy were 50.0 Gy, 60.3 Gy and 65.4 Gy, respectively. Conclusions Textural biomarkers extracted from FDG-PET and MRI could be useful to identify STS patients that might benefit from dose escalation. The feasibility of treatment planning with double boost levels to intratumoural GTV functional sub-volumes was established.
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Affiliation(s)
- Martin Vallières
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
- Corresponding author.
| | - Monica Serban
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
| | - Ibtissam Benzyane
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
| | - Zaki Ahmed
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
| | - Shu Xing
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
| | - Issam El Naqa
- Department of Radiation Oncology, Physics Division, University of Michigan, 519 W. Williman St. Argus Bldg, Ann Arbor, MI 48103-4943, USA
| | - Ives R. Levesque
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
- Research Institute of the McGill University Health Centre, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
| | - Jan Seuntjens
- Medical Physics Unit, McGill University, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
- Research Institute of the McGill University Health Centre, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
| | - Carolyn R. Freeman
- Research Institute of the McGill University Health Centre, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
- Department of Radiation Oncology, Cedars Cancer Centre, McGill University Health Centre – Glen Site, 1001 boulevard Décarie, Montréal, QC H4A 3J1, Canada
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Abstract
CLINICAL/METHODICAL ISSUE Detection and characterization of focal liver lesions. STANDARD RADIOLOGICAL METHODS Due to its excellent soft tissue contrast, the availability of liver-specific contrast agents and the possibility of functional imaging, magnetic resonance imaging (MRI) is the method of choice for the evaluation of focal liver lesions. METHODICAL INNOVATIONS Diffusion-weighted imaging (DWI) enables generation of functional information about the microstructure of a tissue besides morphological information. PERFORMANCE In the detection of focal liver lesions DWI shows a better detection rate compared to T2w sequences and a slightly poorer detection rate compared to dynamic T1w sequences. In principle, using DWI it is possible to distinguish malignant from benign liver lesions and also to detect a therapy response at an early stage. ACHIEVEMENTS For both detection and characterization of focal liver lesions, DWI represents a promising alternative to the morphological sequences; however, a more detailed characterization with the use of further sequences should be carried out particularly for the characterization of solid benign lesions. For the assessment and prognosis of therapy response, DWI offers advantages compared to morphological sequences. PRACTICAL RECOMMENDATIONS For the detection of focal liver lesions DWI is in principle sufficient. After visual detection of a solid liver lesion a more detailed characterization should be carried out using further sequences (in particular dynamic T1w sequences). The DWI procedure should be used for the assessment and prognosis of a therapy response.
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Affiliation(s)
- P Riffel
- Institut für Klinische Radiologie und Nuklearmedizin, Universitätsmedizin Mannheim, Medizinische Fakultät Mannheim der Universität Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Deutschland.
| | - S O Schoenberg
- Institut für Klinische Radiologie und Nuklearmedizin, Universitätsmedizin Mannheim, Medizinische Fakultät Mannheim der Universität Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Deutschland
| | - J Krammer
- Institut für Klinische Radiologie und Nuklearmedizin, Universitätsmedizin Mannheim, Medizinische Fakultät Mannheim der Universität Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Deutschland
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Joo I, Kim HC, Kim GM, Paeng JC. Imaging Evaluation Following 90Y Radioembolization of Liver Tumors: What Radiologists Should Know. Korean J Radiol 2018. [PMID: 29520178 PMCID: PMC5840049 DOI: 10.3348/kjr.2018.19.2.209] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Radioembolization using beta-emitting yttrium-90 microspheres is being increasingly used for the treatment of primary and metastatic liver cancers. It is a form of intra-arterial brachytherapy which delivers intense radiation to liver tumors with little embolic effect; this mode of action results in unique post-treatment imaging findings. It is important to understand these imaging findings to avoid misinterpretation of tumor response and to determine further management of the disease. Herein, we discuss the current concepts for assessing tumor response, common post-treatment imaging features, and associated complications following radioembolization.
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Affiliation(s)
- Ijin Joo
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Hyo-Cheol Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Gyoung Min Kim
- Department of Radiology, Severance Hospital, Seoul 03722, Korea
| | - Jin Chul Paeng
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea
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Lewis H, Ghasabeh M, Khoshpouri P, Kamel I, Pawlik T. Functional hepatic imaging as a biomarker of primary and secondary tumor response to loco-regional therapies. Surg Oncol 2017; 26:411-422. [DOI: 10.1016/j.suronc.2017.08.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 08/21/2017] [Indexed: 02/06/2023]
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Schmeel FC, Simon B, Luetkens JA, Träber F, Meyer C, Schmeel LC, Sabet A, Ezziddin S, Schild HH, Hadizadeh DR. Prognostic value of pretreatment diffusion-weighted magnetic resonance imaging for outcome prediction of colorectal cancer liver metastases undergoing 90Y-microsphere radioembolization. J Cancer Res Clin Oncol 2017; 143:1531-1541. [PMID: 28317063 DOI: 10.1007/s00432-017-2395-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Accepted: 03/12/2017] [Indexed: 12/15/2022]
Abstract
PURPOSE To investigate the clinical potential of pretreatment apparent diffusion coefficient (ADC) on diffusion-weighted magnetic resonance imaging (DWI) for therapy response and outcome prediction in patients with liver-predominant metastatic colorectal cancer (CRC) undergoing radioembolization with 90Yttrium-microspheres (90Y-RE). METHODS Forty-six consecutive patients with unresectable CRC liver metastases underwent standardized clinical DWI on a 1.5 T MR scanner prior to and 4-6 weeks after 90Y-RE. Pretreatment clinical parameters, ADC values derived from region-of-interest analysis, and the corresponding tumor sizes of three treated liver metastases per subject were recorded. Long-term tumor response to radioembolization was categorized into response (partial remission) and nonresponse (stable disease, progressive disease) according to Response Evaluation Criteria in Solid Tumors v1.1 (RECIST) 3 months after treatment. Associations between long-term tumor response and the clinical and imaging parameters were evaluated. The impact of pretreatment clinical and imaging parameters on progression-free survival (PFS) and overall survival (OS) was further assessed by Kaplan-Meier and multivariate Cox-regression analyses. RESULTS Nonresponders had higher hepatic tumor burden (p = 0.021) and lower ADC values than patients responding to 90Y-RE, both pretreatment (986 ± 215 vs. 1162 ± 178; p = 0.036) and posttreatment (1180 ± 350 vs. 1598 ± 225; p = 0.002). ADC values higher than 935 × 10-6 mm2 (5 vs. 3 months; p = 0.022) and hepatic tumor burden ≤25% (6 vs. 3 months; p = 0.014) were associated with longer median PFS, whereas ADC >935 × 10-6 mm2 (14 vs. 6 months; p = 0.02), hepatic tumor burden ≤25% (14 vs. 6 months; p = 0.048), size of the largest metastasis <4.7 cm (18 vs. 7 months; p = 0.024), and Eastern Cooperative Oncology Group (ECOG) score <1 (8 vs. 5 months; p = 0.045) were associated with longer median OS. On multivariate analysis, ADC >935 × 10-6 mm2 and hepatic tumor burden ≤25% remained prognostic factors for PFS, and ADC >935 × 10-6 mm2 and size of the largest metastasis <4.7 cm were independent predictors of OS. CONCLUSION Pretreatment ADC on DWI represents a valuable prognostic biomarker for predicting both the therapeutic efficacy and survival prognosis in CRC liver metastases treated by 90Y-RE, allowing risk stratification and potentially optimizing further treatment strategies.
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Affiliation(s)
- Frederic Carsten Schmeel
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany.
| | - Birgit Simon
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Julian Alexander Luetkens
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Frank Träber
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Carsten Meyer
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Leonard Christopher Schmeel
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Amir Sabet
- Department of Nuclear Medicine, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
- Department of Nuclear Medicine, University Hospital Saarland, Universität des Saarlandes, Homburg, Germany
| | - Samer Ezziddin
- Department of Nuclear Medicine, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
- Department of Nuclear Medicine, University Hospital Saarland, Universität des Saarlandes, Homburg, Germany
| | - Hans Heinz Schild
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Dariusch Reza Hadizadeh
- Department of Radiology and Radiation Oncology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms-Universität Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
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Dendy MS, Ludwig JM, Kim HS. Predictors and prognosticators for survival with Yttrium-90 radioembolization therapy for unresectable colorectal cancer liver metastasis. Oncotarget 2017; 8:37912-37922. [PMID: 28415671 PMCID: PMC5514961 DOI: 10.18632/oncotarget.16007] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 02/27/2017] [Indexed: 02/06/2023] Open
Abstract
This critical review aims to explore predictive and prognostic biomarkers of Yttrium-90 (Y90) radioembolization therapy of colorectal liver metastases. A brief overview of established predictive and prognostic molecular and genetic biomarkers in colorectal cancer therapies will be discussed. A review of the literature on imaging modalities, genetic, metabolic and other molecular markers and the subsequent outcomes in post-Y90 treatment will be presented. How these biomarkers and future biomarker research can inform locoregional treatment decisions in the clinical setting of metastatic colorectal cancer lesions of the liver will be explored. There are opportunities for personalized cancer treatment in the setting of Y90 radioembolization. The ability to predict tumor response after Ytrium-90 radioembolization therapy can greatly impact clinical decision making and enhance treatment outcomes, therefore further research into the field is needed.
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Affiliation(s)
- Meaghan S. Dendy
- Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, New Haven, CT, USA
| | - Johannes M. Ludwig
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, New Haven, CT, USA
| | - Hyun S. Kim
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, New Haven, CT, USA
- Yale Cancer Center, Yale University, New Haven, CT, USA
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Predicting Treatment Response of Colorectal Cancer Liver Metastases to Conventional Lipiodol-Based Transarterial Chemoembolization Using Diffusion-Weighted MR Imaging: Value of Pretreatment Apparent Diffusion Coefficients (ADC) and ADC Changes Under Therapy. Cardiovasc Intervent Radiol 2017; 40:852-859. [PMID: 28357571 DOI: 10.1007/s00270-017-1634-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2016] [Accepted: 03/21/2017] [Indexed: 02/06/2023]
Abstract
PURPOSE To use absolute pretreatment apparent diffusion coefficients (ADC) derived from diffusion-weighted MR imaging (DWI) to predict response to repetitive cTACE for unresectable liver metastases of colorectal carcinoma (CRLM) at 1 and 3 months after start of treatment. MATERIALS AND METHODS Fifty-five metastases in 34 patients were examined with DWI prior to treatment and 1 month after initial cTACE. Treatment was performed in 4-week intervals. Response was evaluated at 1 and 3 months after start of therapy. Metastases showing a decrease of ≥30% in axial diameter were classified as responding lesions. RESULTS One month after initial cTACE, seven lesions showed early response. There was no significant difference in absolute pretreatment ADC values between responding and non-responding lesions (p = 0.94). Three months after initial cTACE, 17 metastases showed response. There was a significant difference (p = 0.021) between absolute pretreatment ADC values of lesions showing response (median 1.08 × 10-3 mm2/s) and no response (median 1.30 × 10-3 mm2/s). Pretreatment ADC showed fair diagnostic value to predict response (AUC 0.7). Lesions showing response at 3 months also revealed a significant increase in ADC between measurements before treatment and at one month after initial cTACE (p < 0.001). Applying an increase in ADC of 12.17%, response at 3 months after initial cTACE could be predicted with a sensitivity and specificity of 77 and 74%, respectively (AUC 0.817). Furthermore, there was a strong and significant correlation (r = 0.651, p < 0.001) between percentage change in size after third cTACE and percentage change in ADC. CONCLUSION In patients with CRLM, ADC measurements are potential biomarkers for assessing response to cTACE.
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Diaz-Nieto R, Fenwick S, Malik H, Poston G. Defining the Optimal Use of Ablation for Metastatic Colorectal Cancer to the Liver Without High-Level Evidence. Curr Treat Options Oncol 2017; 18:8. [DOI: 10.1007/s11864-017-0452-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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