Tumor Volume Reduction Rate Measured by Magnetic Resonance Volumetry Correlated With Pathologic Tumor Response of Preoperative Chemoradiotherapy for Rectal Cancer

Author(s):  
Seung-Gu Yeo ◽  
Dae Yong Kim ◽  
Tae Hyun Kim ◽  
Kyung Hae Jung ◽  
Yong Sang Hong ◽  
...  
2022 ◽  
Vol 12 (2) ◽  
pp. 725
Author(s):  
Majdi Alnowami ◽  
Fouad Abolaban ◽  
Hussam Hijazi ◽  
Andrew Nisbet

Artificial Intelligence (AI) has been widely employed in the medical field in recent years in such areas as image segmentation, medical image registration, and computer-aided detection. This study explores one application of using AI in adaptive radiation therapy treatment planning by predicting the tumor volume reduction rate (TVRR). Cone beam computed tomography (CBCT) scans of twenty rectal cancer patients were collected to observe the change in tumor volume over the course of a standard five-week radiotherapy treatment. In addition to treatment volume, patient data including patient age, gender, weight, number of treatment fractions, and dose per fraction were also collected. Application of a stepwise regression model showed that age, dose per fraction and weight were the best predictors for tumor volume reduction rate.


2021 ◽  
Author(s):  
Chi-hsien Huang ◽  
Ting-Chun Lin ◽  
Ming-Yu Lien ◽  
Fu-Ming Cheng ◽  
Kai-Chiun Li ◽  
...  

Abstract BackgroundAim of this study was to evaluate the prognostic of tumor volume reduction rate (TVRR) status post induction chemotherapy (IC) in LA-HNSCC.MethodsPatients with newly diagnosed LA-HNSCC from year 2007 to 2016 at a single center were included in this retrospective study. All patients had received IC as TPF (taxotere, platinum, fluorouracil) followed by daily definitive intensity-modulated radiotherapy (IMRT) for 70 Gy in 35 fractions concurrent with or without cisplatin-based chemotherapy. Tumor volume reduction rate of the primary tumor (TVRR-T) and lymph node (TVRR-N) was measured and calculated by contrast-enhanced CT images at diagnosis, and one month after final IC cycle, and analyzed though a univariate and multivariate Cox regression model.ResultsNinety patients of the primary cancer sites at hypopharynx (31/90, 34.4%), oropharynx (29/90, 32.2%), oral cavity (19/90, 21.1%) and larynx (11/90, 12.2%) were included in this study, with a median follow-up time interval of 3.9 years. In univariate Cox regression analysis, the TVRR-T as the only variable showed a significant difference for disease-free survival (DFS) (hazard ratio [HR] 0.77, 95% confidence interval (CI) 0.63 to 0.96; P = 0.02), aside from cancer site, RECIST, age and IC dose. In multivariate Cox regression analysis, The TVRR-T was also an independently significant prognostic factor for DFS (HR 0.77, 95% CI 0.62 to 0.97; P = 0.02). At a cutoff value using TVRR-T of 50% in Kaplan-Meier survival analysis, the DFS was significant higher with TVRR-T ≥ 50% group (log-rank test, p = 0.024), and also a trend of improved OS. (log-rank test, p = 0.069).ConclusionsTVRR-T was related to improved DFS and trend of improved OS. Other factors including patient’s age at diagnosis, the primary cancer site, and RECIST, were not significantly related to DFS.


Neurosurgery ◽  
2010 ◽  
Vol 67 (3) ◽  
pp. 611-616 ◽  
Author(s):  
Chiang-Wei Chou ◽  
Hsiu-Mei Wu ◽  
Chun-I Huang ◽  
Wen-Yuh Chung ◽  
Wan-Yuo Guo ◽  
...  

Abstract BACKGROUND Cavernous hemangioma in the cavernous sinus (CS) is a rare vascular tumor. Direct microsurgical approach usually results in massive hemorrhage. Radiosurgery has emerged as a treatment alternative to microsurgery. OBJECTIVE To further investigate the role of Gamma Knife surgery (GKS) in treating CS hemangiomas. METHODS This was a retrospective analysis of 7 patients with CS hemangiomas treated by GKS between 1993 and 2008. Data from 84 CS meningiomas treated during the same period were also analyzed for comparison. The patients underwent follow-up magnetic resonance imaging at 6-month intervals. Data on clinical and imaging changes after radiosurgery were analyzed. RESULTS Six months after GKS, magnetic resonance imaging revealed an average of 72% tumor volume reduction (range, 56%–83%). After 1 year, tumor volume decreased 80% (range, 69%–90%) compared with the pre-GKS volume. Three patients had > 5 years of follow-up, which showed the tumor volume further decreased by 90% of the original size. The average tumor volume reduction was 82%. In contrast, tumor volume reduction of the 84 cavernous sinus meningiomas after GKS was only 29% (P < .001 by Mann-Whitney U test). Before treatment, 6 patients had various degrees of ophthalmoplegia. After GKS, 5 improved markedly within 6 months. Two patients who suffered from poor vision improved after radiosurgery. CONCLUSION GKS is an effective and safe treatment modality for CS hemangiomas with long-term treatment effect. Considering the high risks involved in microsurgery, GKS may serve as the primary treatment choice for CS hemangiomas.


2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 3547-3547 ◽  
Author(s):  
Kjersti Flatmark ◽  
Knut Hakon Hole ◽  
Marie Gron Saelen ◽  
Torveig Weum Abrahamsen ◽  
Karianne Giller Fleten ◽  
...  

3547 Background: The use of oxaliplatin (OXA) is well established in adjuvant and palliative treatment of colorectal cancer (CRC), but its role in neoadjuvant treatment of locally advanced rectal cancer (LARC) is controversial. Data from the ACCORD 12/0405, STAR-01 and NSABBP R-04 trials suggest no additional clinical benefit of adding OXA to fluoropyrimidine-based preoperative chemoradiotherapy (CRT) in LARC. However, the possibility of reducing risk of systemic recurrence and the use of OXA-containing neoadjuvant chemotherapy (NACT) in liver metastasis warrant further clarification of the role of OXA in neoadjuvant treatment of LARC. Methods: We report results from a non-randomized phase II trial of neoadjuvant treatment of 72 LARC patients, receiving two courses of the Nordic FLOX regimen prior to CRT (25 x 2 Gy; weekly OXA; daily capecitabine). Tumor volumes were calculated from MRI scans taken before and after NACT and 4 weeks after CRT completion. Using OXA resistant human CRC cell lines, the impact of previous OXA exposure on radiosensitivity (1-5 Gy) was examined. Results: Median baseline tumor volume was 16.6 cm3 (1.1-293 cm3). All tumors, except one, responded to NACT, leaving a median tumor volume of 5.3 cm3 (0.2-157 cm3), representing a median volume reduction of 63%. In all but three patients, additional tumor volume reduction was observed following subsequent CRT (median tumor volume 5.3 cm3; 0.02-119 cm3; median volume reduction of 68%). Exposure of cell lines to increasing concentrations of OXA resulted in resistance towards the drug. OXA resistant models exhibited increased radiosensitivity compared to OXA sensitive counterparts. Conclusions: OXA-containing NACT led to substantial tumor volume reduction. Additional tumor volume reduction was observed in almost all cases, suggesting that pretreatment with OXA-containing NACT did not preclude tumor response to CRT. Results from experimental models rather suggest that pretreatment with OXA might enhance radiosensitivity of surviving OXA resistant cells. Taken together, our results are in favor of continued exploration of OXA-containing NACT in LARC. Clinical trial information: NCT00278694.


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