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1.
Cancers (Basel) ; 15(24)2023 Dec 07.
Article in English | MEDLINE | ID: mdl-38136281

ABSTRACT

PURPOSE: When autocontouring based on artificial intelligence (AI) is used in the radiotherapy (RT) workflow, the contours are reviewed and eventually adjusted by a radiation oncologist before an RT treatment plan is generated, with the purpose of improving dosimetry and reducing both interobserver variability and time for contouring. The purpose of this study was to evaluate the results of application of a commercial AI-based autocontouring for RT, assessing both geometric accuracies and the influence on optimized dose from automatically generated contours after review by human operator. MATERIALS AND METHODS: A commercial autocontouring system was applied to a retrospective database of 40 patients, of which 20 were treated with radiotherapy for prostate cancer (PCa) and 20 for head and neck cancer (HNC). Contours resulting from AI were compared against AI contours reviewed by human operator and human-only contours using Dice similarity coefficient (DSC), Hausdorff distance (HD), and relative volume difference (RVD). Dosimetric indices such as Dmean, D0.03cc, and normalized plan quality metrics were used to compare dose distributions from RT plans generated from structure sets contoured by humans assisted by AI against plans from manual contours. The reduction in contouring time obtained by using automated tools was also assessed. A Wilcoxon rank sum test was computed to assess the significance of differences. Interobserver variability of the comparison of manual vs. AI-assisted contours was also assessed among two radiation oncologists for PCa. RESULTS: For PCa, AI-assisted segmentation showed good agreement with expert radiation oncologist structures with average DSC among patients ≥ 0.7 for all structures, and minimal radiation oncology adjustment of structures (DSC of adjusted versus AI structures ≥ 0.91). For HNC, results of comparison between manual and AI contouring varied considerably e.g., 0.77 for oral cavity and 0.11-0.13 for brachial plexus, but again, adjustment was generally minimal (DSC of adjusted against AI contours 0.97 for oral cavity, 0.92-0.93 for brachial plexus). The difference in dose for the target and organs at risk were not statistically significant between human and AI-assisted, with the only exceptions of D0.03cc to the anal canal and Dmean to the brachial plexus. The observed average differences in plan quality for PCa and HNC cases were 8% and 6.7%, respectively. The dose parameter changes due to interobserver variability in PCa were small, with the exception of the anal canal, where large dose variations were observed. The reduction in time required for contouring was 72% for PCa and 84% for HNC. CONCLUSIONS: When an autocontouring system is used in combination with human review, the time of the RT workflow is significantly reduced without affecting dose distribution and plan quality.

2.
Cancers (Basel) ; 15(21)2023 Oct 27.
Article in English | MEDLINE | ID: mdl-37958348

ABSTRACT

BACKGROUND: In addition to pharmacological prevention, chemotherapy-induced nausea and vomiting (CINV) can be mitigated through patient education; written supporting materials can be beneficial. METHODS: This is a randomized, controlled trial which randomly assigned patients undergoing first chemotherapy cycle to receive oral information regarding CINV prevention and management (control arm) or oral information plus an informative booklet (experimental arm). Overall, 384 cancer patients fulfilling the following inclusion criteria were enrolled: age ≥18 years; life expectancy ≥6 months; no cognitive impairment; written informed consent. After the first cycle, CINV occurrence and its impact on daily activities were assessed using the Functional Living Index Emesis (FLIE). RESULTS: Severe nausea was self-reported by 3.0% and 10.8% of patients in the experimental and control group, respectively (difference: 7.8%; 95% confidence interval: 2.3% to 13.1%). Moderate/high impact of nausea on daily activities was lower in patients also receiving the booklet than in the control group (4.2% and 10.1%, respectively; difference: 5.9%; 95% confidence interval: 0.3% to 11.5%). Vomiting was not statistically different between study arms. CONCLUSIONS: This integrated nursing approach was effective in aiding cancer patients in CINV self-management. Although the beneficial effect was moderate, this intervention demands minimal resources in terms of costs and time.

3.
J Pers Med ; 12(9)2022 Sep 13.
Article in English | MEDLINE | ID: mdl-36143276

ABSTRACT

The aim of this study is to predict local failure after partial prostate re-irradiation for the treatment of isolated locally recurrent prostate cancer by using a machine learning classifier based on radiomic features from pre-treatment computed tomography (CT), positron-emission tomography (PET) and biological effective dose distribution (BED) of the radiotherapy plan. The analysis was conducted on a monocentric dataset of 43 patients with evidence of isolated intraprostatic recurrence of prostate cancer after primary external beam radiotherapy. All patients received partial prostate re-irradiation delivered by volumetric modulated arc therapy. The gross tumor volume (GTV) of each patient was manually contoured from planning CT, choline-PET and dose maps. An ensemble machine learning pipeline including unbalanced data correction and feature selection was trained using the radiomic and dosiomic features as input for predicting occurrence of local failure. The model performance was assessed using sensitivity, specificity, accuracy and area under receiver operating characteristic curves of the score function in 10-fold cross validation repeated 100 times. Local failure was observed in 13 patients (30%), with a median time to recurrence of 36.7 months (range = 6.1-102.4 months). A four variables ensemble machine learning model resulted in accuracy of 0.62 and AUC 0.65. According to our results, a dosiomic machine learning classifier can predict local failure after partial prostate re-irradiation.

4.
Int J Radiat Oncol Biol Phys ; 109(5): 1368-1376, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33259933

ABSTRACT

PURPOSE: We conducted a phase 3 randomized clinical trial to assess whether radical hemithoracic radiation therapy (RHR) compared with palliative radiation therapy (PR) can achieve overall survival (OS) advantages in patients with malignant pleural mesothelioma (MPM). METHODS AND MATERIALS: From August 2014 to May 2018, patients with histologically diagnosed nonmetastatic MPM, who underwent nonradical lung-sparing surgery and chemotherapy (CHT), were randomly assigned (1:1) to receive RHR or PR. RHR total dose to the involved pleural cavity was 50 Gy in 25 fractions, and the gross residual disease received a simultaneous integrated boost of 60 Gy. The primary endpoint was OS. Secondary endpoints were local control, distant metastasis-free survival, progression-free survival, and acute and late toxicity rates. A sample size of 108 patients considering a type I error (α) of 0.05 and a statistical power of 80% was calculated to prove that RHR could improve the 2-year OS. OS was estimated with the Kaplan-Meier method and the log-rank test (2-sided) tested differences between arms. The univariate and multivariate analyses were performed using Cox proportional hazard model. Possible prognostic factors investigated: age, sex, performance status, lung surgery, gross residual disease, and histology. RESULTS: One hundred eight patients were randomized: 53 to the PR arm and 55 to the RHR arm. Median follow-up was 14.6 months. The 2-year OS rate was 58% in the RHR arm versus 28% in the PR arm (hazard ratio, 0.54; 95% confidence interval, 0.31-0.95; P = .031). In the RHR arm: 11 patients experienced acute toxicity grade ≥3, 17 patients had grade 3 to 4 late toxicity. Nine patients experience a grade ≥2 pneumonitis, including 1 patient with grade 5. CONCLUSIONS: RHR significantly improves survival in patients with MPM treated with nonradical lung-sparing surgery and CHT compared with palliative treatments, although it is associated with a nonnegligible toxicity profile.


Subject(s)
Mesothelioma, Malignant/radiotherapy , Palliative Care/methods , Pleural Neoplasms/radiotherapy , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Confidence Intervals , Dose Fractionation, Radiation , Female , Humans , Kaplan-Meier Estimate , Male , Mesothelioma, Malignant/mortality , Mesothelioma, Malignant/pathology , Middle Aged , Organ Sparing Treatments/methods , Pleural Neoplasms/mortality , Pleural Neoplasms/pathology , Progression-Free Survival , Proportional Hazards Models , Radiation Injuries , Radiation Pneumonitis/etiology , Radiation Pneumonitis/pathology , Survival Rate , Treatment Outcome
5.
Front Oncol ; 10: 490, 2020.
Article in English | MEDLINE | ID: mdl-32373520

ABSTRACT

Purpose: to predict the occurrence of late subcutaneous radiation induced fibrosis (RIF) after partial breast irradiation (PBI) for breast carcinoma by using machine learning (ML) models and radiomic features from 3D Biologically Effective Dose (3D-BED) and Relative Electron Density (3D-RED). Methods: 165 patients underwent external PBI following a hypo-fractionation protocol consisting of 40 Gy/10 fractions, 35 Gy/7 fractions, and 28 Gy/4 fractions, for 73, 60, and 32 patients, respectively. Physicians evaluated toxicity at regular intervals by the Common Terminology Adverse Events (CTAE) version 4.0. RIF was assessed every 3 months after the completion of radiation course and scored prospectively. RIF was experienced by 41 (24.8%) patients after average 5 years of follow up. The Hounsfield Units (HU) of the CT-images were converted into relative electron density (3D-RED) and Dose maps into Biologically Effective Dose (3D-BED), respectively. Shape, first-order and textural features of 3D-RED and 3D-BED were calculated in the planning target volume (PTV) and breast. Clinical and demographic variables were also considered (954 features in total). Imbalance of the dataset was addressed by data augmentation using ADASYN technique. A subset of non-redundant features that best predict the data was identified by sequential feature selection. Support Vector Machines (SVM), ensemble machine learning (EML) using various aggregation algorithms and Naive Bayes (NB) classifiers were trained on patient dataset to predict RIF occurrence. Models were assessed using sensitivity and specificity of the ML classifiers and the area under the receiver operator characteristic curve (AUC) of the score functions in repeated 5-fold cross validation on the augmented dataset. Results: The SVM model with seven features was preferred for RIF prediction and scored sensitivity 0.83 (95% CI 0.80-0.86), specificity 0.75 (95% CI 0.71-0.77) and AUC of the score function 0.86 (0.85-0.88) on cross-validation. The selected features included cluster shade and Run Length Non-uniformity of breast 3D-BED, kurtosis and cluster shade from PTV 3D-RED, and 10th percentile of PTV 3D-BED. Conclusion: Textures extracted from 3D-BED and 3D-RED in the breast and PTV can predict late RIF and may help better select patient candidates to exclusive PBI.

6.
Int J Radiat Oncol Biol Phys ; 93(3): 606-13, 2015 Nov 01.
Article in English | MEDLINE | ID: mdl-26281826

ABSTRACT

PURPOSE: To prospectively assess the survival, patterns of failure, and prognostic factors in a large cohort of patients with malignant pleural mesothelioma who had undergone a novel trimodal therapeutic approach, including lung-sparing surgery, chemotherapy, and subsequent treatment with high doses of intensity modulated radiation therapy (IMRT) to the whole hemithorax. METHODS AND MATERIALS: The analysis was conducted on the data from 69 patients. Of the 69 patients, 35 underwent extended pleurectomy/decortication (P/D), with resection of the entire pleura, along with portions of the pericardium and diaphragm and 34, partial pleurectomy, defined as partial removal of parietal or visceral pleura for diagnostic purposes, leaving gross tumor behind in all cases. All patients received cisplatin/pemetrexed chemotherapy. Postoperative IMRT was delivered to the entire hemithorax, excluding the intact lung. The IMRT dose was 50 Gy in 25 fractions. Any fluorodeoxyglucose-avid areas or regions of particular concern for residual disease were given a simultaneous boost to 60 Gy. RESULTS: The median follow-up duration was 19 months. No difference was seen in overall survival and locoregional control between the extended P/D group and the partial pleurectomy group. The 2-year overall survival was 65% and 58% in the extended P/D and partial pleurectomy groups, respectively (P=.94). Locoregional control at 2 years was 65% and 64% in the extended P/D and partial pleurectomy groups, respectively (P=.75). The predominant pattern of failure was distant: 19 patients (27.5%) developed distant metastases as the first site of relapse. Gross residual disease after surgery was significantly associated with overall survival (hazard ratio 3.45). One fatal pneumonitis was reported; 14 cases (20%) of grade 2 to 3 pneumonitis were documented. CONCLUSIONS: Radical IMRT after lung-sparing surgery and chemotherapy for malignant pleural mesothelioma leads to promising survival results and acceptable toxicity rates. The similarity of survival between patients treated with extended P/D or partial pleurectomy observed in our study is intriguing.


Subject(s)
Lung Neoplasms/radiotherapy , Mesothelioma/radiotherapy , Pleural Neoplasms/radiotherapy , Radiotherapy, Intensity-Modulated , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Chemotherapy, Adjuvant , Cisplatin/administration & dosage , Cohort Studies , Combined Modality Therapy/methods , Dose Fractionation, Radiation , Female , Humans , Lung , Lung Neoplasms/mortality , Lung Neoplasms/secondary , Lung Neoplasms/therapy , Male , Mesothelioma/mortality , Mesothelioma/secondary , Mesothelioma/therapy , Mesothelioma, Malignant , Middle Aged , Neoplasm, Residual , Organ Sparing Treatments , Pemetrexed/administration & dosage , Pleura/surgery , Pleural Neoplasms/mortality , Pleural Neoplasms/therapy , Prospective Studies , Survival Analysis , Treatment Outcome
7.
Lung Cancer ; 83(1): 78-82, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24216141

ABSTRACT

PURPOSE: We have previously shown the feasibility of delivering high doses of radiotherapy in malignant pleural mesothelioma (MPM) patients who underwent radical pleurectomy/decortication (P/D) or surgical biopsy. In this report, we present the long-term results of MPM patients treated with radical P/D followed by high doses of radiotherapy. METHODS AND MATERIALS: Twenty consecutive MPM patients were enrolled in this prospective study and underwent radical P/D followed by high dose radiotherapy. The clinical target volume was defined as the entire hemithorax excluding the intact lung. The dose prescribed was 50 Gy in 25 fractions. Any FDG-avid areas or regions of particular concern for residual disease were given a simultaneous boost to 60 Gy. Nineteen patients received cisplatin/pemetrexed chemotherapy. Kaplan-Meier analysis was used to calculate rates of overall survival (OS), progression-free survival (PFS), and loco-regional control (LRC). RESULTS: The median follow-up was of 27 months. The median OS and PFS were 33 and 29 months, respectively. The median LRC was not reached. The Kaplan-Meier estimates of OS at 2 and 3 years were 70% and 49%, respectively. The estimates of PFS at 2 and 3 years were 65% and 46%, respectively. The estimates of LRC at 2 and 3 years were 68% and 59%, respectively. The predominant pattern of failure was distant: 7 patients developed distant metastases as the first site of relapse, whereas only 3 patients experienced an isolated loco-regional recurrence. No fatal toxicity was reported. Five Grades 2-3 pneumonitis were documented. CONCLUSIONS: High dose radiation therapy following radical P/D led to excellent loco-regional control and survival results in MPM patients. A median OS of 33 months and a 3-year OS rate of 49% are among the best observed in recent studies, supporting the idea that this approach represents a concrete therapeutic option for malignant pleural mesothelioma.


Subject(s)
Lung Neoplasms/radiotherapy , Lung Neoplasms/surgery , Mesothelioma/radiotherapy , Mesothelioma/surgery , Pleura/drug effects , Pleura/pathology , Pleural Effusion, Malignant/radiotherapy , Pleural Effusion, Malignant/surgery , Thoracic Surgical Procedures , Aged , Aged, 80 and over , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Male , Mesothelioma, Malignant , Middle Aged , Neoplasm Staging , Pleura/surgery , Time Factors , Treatment Outcome
8.
J Pain Symptom Manage ; 47(1): 174-80, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23796585

ABSTRACT

CONTEXT: Half-body irradiation (HBI) is the fastest and most effective tool against uncontrolled pain from widespread bone metastases but is somewhat toxic. OBJECTIVES: To assess the feasibility of lower HBI with helical tomotherapy in patients with metastatic breast cancer in terms of acute toxicity and delay in chemotherapy administration. METHODS: Thirteen breast cancer patients with multiple painful bone metastases to the lower half of the body were enrolled in this prospective trial. Eight patients were receiving chemotherapy. Target volume included all bones from the L3-L4 interface to the femoral shafts. Radiation consisted of 8 Gy in one fraction, delivered with helical tomotherapy. Patients were premedicated only with oral steroids. Pain intensity was scored using the Numeric Rating Scale from 0 to 10. Toxicity was scored using the Common Terminology Criteria for Adverse Events, version 3.0. Quality of life was scored with the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-Core 30, before and 21 days after the radiation course. This trial was approved by the local review board. RESULTS: Median follow-up was at seven months (range 2-12 months). All but two patients had pain relief in the radiated field. Six patients stopped their analgesic drug consumption. Toxicity was acceptable: two Grade 3 hematologic toxicities were registered (anemia and leukopenia). Grade 1-2 toxicities were hematologic = 13, fever = 3, nausea = 2, and diarrhea = 1. Three of the eight patients had a delay in chemotherapy administration because of leukopenia or anemia. Twelve patients answered to European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-Core 30, and an improved quality of life was documented in eight cases. CONCLUSION: Lower HBI delivered with helical tomotherapy resulted in a well-tolerated regimen, without significant delay in chemotherapy schedule.


Subject(s)
Bone Neoplasms/physiopathology , Bone Neoplasms/secondary , Breast Neoplasms/pathology , Hemibody Irradiation/methods , Pain/radiotherapy , Radiotherapy, Intensity-Modulated/methods , Adult , Aged , Bone Neoplasms/drug therapy , Breast Neoplasms/drug therapy , Breast Neoplasms/physiopathology , Disease-Free Survival , Feasibility Studies , Female , Follow-Up Studies , Hemibody Irradiation/adverse effects , Humans , Middle Aged , Pain/drug therapy , Pain/physiopathology , Pain Management/methods , Pain Measurement , Palliative Care/methods , Prospective Studies , Quality of Life , Radiotherapy, Intensity-Modulated/adverse effects , Surveys and Questionnaires , Treatment Outcome
9.
Phys Med ; 29(3): 304-11, 2013 May.
Article in English | MEDLINE | ID: mdl-22575703

ABSTRACT

PURPOSE: The aim of this study is to report results of measurements of dose to the skin in vivo with radiochromic EBT films in treatments with helical tomotherapy. METHODS AND MATERIALS: In vivo measurements were performed by applying pieces of radiochromic films to the skin or to the inner side of thermoplastic mask before the treatment. The sites of treatment included scalp, brain, head and neck, cranio-spinal axis and lower limbs. Skin dosimetry was performed in a patient who experienced grade 3-4 acute side effects to the skin shortly after the first treatment sessions. For each patient we measured the setup errors using the daily MVCT acquired for image guidance of the treatment. EBT films were read with a flatbed Epson Expression scanner and images were processed with an in-house written routine. RESULTS: A total of 96 measurements of dose to the skin performed on 14 patients. The mean difference and standard error of the mean difference between measured and TPS-calculated dose was -9.2% ± 2.6% for all treatments, -6.6% ± 2.6% for head and neck treatments. These differences were statistically significant at the 0.05 significance level (t-Student test). Planned dose and dose range in the region of measurements were not correlated with dose discrepancy. CONCLUSIONS: Radiochromic EBT films are suitable detectors for surface dose measurements in tomotherapy treatments. Results show that TPS overestimates dose to the skin measured with EBT radiochromic films. In vivo skin measurements with EBT films are a useful tool for quality assurance of tomotherapy treatments, as the treatment planning system may not give accurate dose values at the surface.


Subject(s)
Film Dosimetry/methods , Organ Specificity , Radiotherapy, Intensity-Modulated/instrumentation , Skin Physiological Phenomena/radiation effects , Equipment Design , Equipment Failure Analysis , Humans , Radiotherapy Dosage , Reproducibility of Results , Risk Assessment , Sensitivity and Specificity
10.
J Thorac Oncol ; 7(12): 1862-1866, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23154558

ABSTRACT

INTRODUCTION: This study aimed to assess the safety of high doses of radiation delivered with tomotherapy to the intact lung after radical pleurectomy/decortication or biopsy for malignant pleural mesothelioma (MPM). METHODS: Twenty-eight patients were enrolled in this prospective study and underwent adjuvant or definitive tomotherapy after radical pleurectomy/decortication (n = 20) or pleural biopsy (n = 8) for MPM. The dose prescribed to the planning target volume, defined as the entire hemithorax, including chest-wall incisions and drain sites and excluding the intact lung, was 50 Gy delivered in 25 fractions. All patients underwent fluorodeoxyglucose-positron emission tomography for staging after surgery. Any fluorodeoxyglucose-avid areas or regions of particular concern for residual disease were given a simultaneous boost of radiotherapy to 60 Gy. Specific lung dosimetric parameters were reported. Toxicity was graded using the modified Common Toxicity Criteria version 3.0. RESULTS: The median follow-up was of 19 months (range, 6-29 months). Five patients (17.8%) experienced severe respiratory symptoms corresponding to grade 2 pneumonitis in three cases, and grade 3 pneumonitis in two cases. No fatal respiratory toxicity was reported. Controlateral lung V5 was strongly correlated with the risk of pneumonitis. Patients who developed grade 2 and 3 pneumonitis had a higher controlateral lung V5 (mean V5=32%) than those without pneumonitis (mean V5=17%) (p=0.002). Other two grade 3 toxicities were registered: one severe pain to the chest wall, and one severe thrombocytopenia. CONCLUSIONS: Tomotherapy allows the safe delivery of high dose of radiation to the hemithorax of MPM patients with intact lung.


Subject(s)
Lung/radiation effects , Mesothelioma/radiotherapy , Pleural Neoplasms/radiotherapy , Pneumonectomy , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated , Adult , Aged , Aged, 80 and over , Female , Fluorodeoxyglucose F18 , Follow-Up Studies , Humans , Lung/surgery , Male , Mesothelioma/pathology , Mesothelioma/surgery , Middle Aged , Neoplasm Staging , Pleural Neoplasms/pathology , Pleural Neoplasms/surgery , Positron-Emission Tomography , Prognosis , Prospective Studies , Survival Rate
11.
Tumori ; 97(5): 614-9, 2011.
Article in English | MEDLINE | ID: mdl-22158493

ABSTRACT

AIMS AND BACKGROUND: The present study evaluated toxicity, local control, and survival in patients with relapsed high-grade glioma after surgery and external beam radiation therapy and treated with re-operation and GliaSite brachytherapy. METHODS: Between 2006 and 2008, 15 patients with recurrent high-grade glioma underwent re-operation and GliaSite brachytherapy. Ten patients were males and 5 females. Median age was 40 years (range, 20-71). Karnofsky performance status was ≥70. All patients but one received GliaSite irradiation of the surgical cavity wall at the dose of 4500 cGy at a depth of 1 cm. RESULTS: No severe acute side effects were observed during GliaSite brachytherapy. Pathologically documented, symptomatic late radiation necrosis was observed in 3 patients (20%); 2 subsequently died of further complications. Two patients were alive at a median follow-up 13 months (range, 1-30). Median overall survival after GliaSite brachytherapy was 13 months. CONCLUSIONS: Patients with recurrent high-grade glioma can be treated with additional surgery and GliaSite brachytherapy, delivering 4500 cGy at 1 cm depth without significant acute side effects but with a significant rate (20%) of late radiation necrosis, resulting in 13% of treatment-related deaths. Compared with the literature, survival results in our study appear to be satisfactory, but they may be related to patient selection criteria. Re-intervention followed by GliaSite brachytherapy should not be offered as a standard treatment for recurrent high-grade glioma, because of the high rate of late complications, treatment-related deaths, and high treatment costs.


Subject(s)
Antineoplastic Agents/therapeutic use , Brachytherapy , Brain Neoplasms/radiotherapy , Glioma/radiotherapy , Neoplasm Recurrence, Local/radiotherapy , Adult , Aged , Brachytherapy/adverse effects , Brachytherapy/economics , Brachytherapy/mortality , Brain Neoplasms/pathology , Chemotherapy, Adjuvant , Disease-Free Survival , Female , Glioma/pathology , Humans , Italy , Kaplan-Meier Estimate , Male , Middle Aged , Necrosis/etiology , Neoplasm Grading , Prospective Studies , Radiotherapy, Adjuvant , Treatment Outcome
12.
Cancers (Basel) ; 3(4): 3972-90, 2011 Oct 25.
Article in English | MEDLINE | ID: mdl-24213120

ABSTRACT

Helical Tomotherapy (HT) is a highly conformal image-guided radiation technique, introduced into clinical routine in 2006 at the Centro di Riferimento Oncologico Aviano (Italy). With this new technology, intensity-modulated radiotherapy (IMRT) is delivered using a helicoidal method. Here we present our dosimetric experiences using HT in 100 children, adolescents and young adults treated from May 2006 to February 2011. The median age of the patients was 13 years (range 1-24). The most common treated site was the central nervous system (50; of these, 24 were craniospinal irradiations), followed by thorax (22), head and neck (10), abdomen and pelvis (11), and limbs (7). The use of HT was calculated in accordance to the target dose conformation, the target size and shape, the dose to critical organs adjacent to the target, simultaneous treatment of multiple targets, and re-irradiation. HT has demonstrated to improve target volume dose homogeneity and the sparing of critical structures, when compared to 3D Linac-based radiotherapy (RT). In standard cases this technique represented a comparable alternative to IMRT delivered with conventional linear accelerator. In certain cases (e.g., craniospinal and pleural treatments) only HT generated adequate treatment plans with good target volume coverage. However, the gain in target conformality should be balanced with the spread of low-doses to distant areas. This remains an open issue for the potential risk of secondary malignancies (SMNs) and longer follow-up is mandatory.

13.
Tumori ; 96(2): 316-21, 2010.
Article in English | MEDLINE | ID: mdl-20572592

ABSTRACT

New advances in radiation therapy for children allow increased conformability and reduced doses to non-target tissues. We report our experience in treating a 4-year-old child with craniospinal tomotherapy after surgery of the primary tumor, a supratentorial primitive neuroectodermal tumor. The tomotherapy plan was compared with conventional craniospinal irradiation, 3D conformal radiation therapy, and intensity-modulated radiation therapy plans. The possible disadvantages of tomotherapy related to the radiation dose to organs at risk, treatment planning, and anesthesia should be carefully considered as the use of the technique is not suggested in a general manner, but selectively, in critical pediatric radiotherapy cases.


Subject(s)
Cranial Irradiation , Neuroectodermal Tumors, Primitive/radiotherapy , Spinal Cord/radiation effects , Supratentorial Neoplasms/radiotherapy , Child, Preschool , Humans , Radiotherapy, Conformal , Radiotherapy, Intensity-Modulated
14.
Med Phys ; 37(4): 1533-44, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20443474

ABSTRACT

PURPOSE: To extend the application of current radiation therapy (RT) based tumor control probability (TCP) models of nasopharyngeal carcinoma (NPC) to include the effects of hypoxia and chemoradiotherapy (CRT). METHODS: A TCP model is described based on the linear-quadratic model modified to account for repopulation, chemotherapy, heterogeneity of dose to the tumor, and hypoxia. Sensitivity analysis was performed to determine which parameters exert the greatest influence on the uncertainty of modeled TCP. On the basis of the sensitivity analysis, the values of specific radiobiological parameters were set to nominal values reported in the literature for NPC or head and neck tumors. The remaining radiobiological parameters were determined by fitting TCP to clinical local control data from published randomized studies using both RT and CRT. Validation of the model was performed by comparison of estimated TCP and average overall local control rate (LCR) for 45 patients treated at the institution with conventional linear-accelerator-based or helical tomotherapy based intensity-modulated RT and neoadjuvant chemotherapy. RESULTS: Sensitivity analysis demonstrates that the model is most sensitive to the radiosensitivity term alpha and the dose per fraction. The estimated values of alpha and OER from data fitting were 0.396 Gy(-1) and 1.417. The model estimate of TCP (average 90.9%, range 26.9%-99.2%) showed good correlation with the LCR (86.7%). CONCLUSIONS: The model implemented in this work provides clinicians with a useful tool to predict the success rate of treatment, optimize treatment plans, and compare the effects of multimodality therapy.


Subject(s)
Antineoplastic Agents/pharmacology , Carcinoma/drug therapy , Carcinoma/pathology , Carcinoma/radiotherapy , Combined Modality Therapy/methods , Hypoxia/pathology , Nasopharyngeal Neoplasms/drug therapy , Nasopharyngeal Neoplasms/pathology , Nasopharyngeal Neoplasms/radiotherapy , Radiotherapy, Intensity-Modulated/methods , Algorithms , Animals , Disease Models, Animal , Drug Therapy/methods , Humans , Medical Oncology/methods , Models, Statistical , Probability , Radiotherapy/methods , Treatment Outcome
15.
Tumori ; 95(4): 550-2, 2009.
Article in English | MEDLINE | ID: mdl-19856676

ABSTRACT

Adaptive radiation therapy (ART) is the next improvement in image-guided radiation therapy (IGRT). ART consists in changing treatment delivery to compensate for changes in patient anatomy or tumor volume. The treatment planning is therefore adapted to the new target volume. By daily imaging, the tumor volume can be assessed and compared with the initial volume. In case of tumor progression or tumor response, a new plan can be obtained to adequately treat the new volume. We report the use of ART with the Plan Adaptive software of TomoTherapy Inc. in a patient with massive breast cancer recurrence in the axilla. Between the CT simulation and the first day of radiotherapy the axillary lesion progressed. Megavolt CT performed to image-guide the treatment showed impressive growth of the lesion, which went out of the treatment field. By studying the dose distribution on the new anatomy, we found that the planning target volume was substantially undercovered by the prescription dose. Adaptive planning was performed using the anatomical information acquired by the megavolt CT.


Subject(s)
Breast Neoplasms/radiotherapy , Lymphatic Metastasis/radiotherapy , Neoplasm Recurrence, Local/radiotherapy , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy/methods , Aged , Dose-Response Relationship, Radiation , Female , Humans
16.
Eur J Nucl Med Mol Imaging ; 33(12): 1387-98, 2006 Dec.
Article in English | MEDLINE | ID: mdl-16865395

ABSTRACT

PURPOSE: We evaluated the potential of PET/CT and [(18)F]fluoromethylcholine (FCH) in the assessment of suspected recurrence of prostate cancer after treatment. METHODS: One hundred consecutive prostate cancer patients with a persistent increase in serum PSA (>0.1 ng/ml) after radical prostatectomy (58 cases), radiotherapy (21 cases) or hormonal therapy alone (21 cases) were investigated. After injection of 3.7-4.07 MBq/kg of FCH, both early (at <15 min) and delayed (at >60 min) PET/CT scans were performed in 43 patients, delayed PET/CT scans in 53 patients and early PET/CT scans in four patients. RESULTS: Of the 100 patients, 54 (PSA 0.22-511.79 ng/ml) showed positive FCH PET/CT scans. Thirty-seven patients had bone and/or abdominal lymph node uptake, while 17 showed pelvic activity. Malignant disease was confirmed in all but one. Delayed SUV(max) of bone metastases was significantly higher (p<0.0001 by paired t test) than that measured at <15 min, whereas no differences were observed between early and delayed SUVs of malignant lymph nodes or pelvic disease. Forty-six patients (PSA 0.12-14.3 ng/ml) showed negative FCH PET/CT scans. Of the negative PET/CT scans, 89% were obtained in patients with serum PSA <4 ng/ml and 87% in patients with a Gleason score <8. In none of these cases could recurrent tumour be proven clinically during a follow-up of 6 months. CONCLUSION: FCH PET/CT is not likely to have a significant impact on the care of prostate cancer patients with biochemical recurrence until PSA increases to above 4 ng/ml. However, in selected patients, FCH PET/CT helps to exclude distant metastases when salvage local treatment is intended.


Subject(s)
Choline/analogs & derivatives , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/diagnosis , Aged , Aged, 80 and over , Cell Differentiation , Cell Proliferation , Choline/metabolism , Humans , Male , Middle Aged , Neoplasm Metastasis/diagnostic imaging , Positron-Emission Tomography , Prostatic Neoplasms/pathology , Prostatic Neoplasms/prevention & control , Recurrence , Time Factors , Tomography, X-Ray Computed
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