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1.
Breast Cancer ; 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38607499

ABSTRACT

BACKGROUND: The applicability of ultra-hypofractionated (ultra-HF) whole-breast irradiation (WBI) remains unknown in Japanese women. This study aimed to evaluate the safety and efficacy of this approach among Japanese women and report the results of an interim analysis performed to assess acute adverse events (AEs) and determine whether it was safe to continue this study. METHODS: We enrolled Japanese women with invasive breast cancer or ductal carcinoma in situ who had undergone breast-conserving surgery, were aged ≥ 40 years, had pathological stages of Tis-T3 N0-N1, and had negative surgical margins. Ultra-HF-WBI was delivered at 26 Gy in five fractions over one week. When the number of enrolled patients reached 28, patient registration was paused for three months. The endpoint of the interim analysis was the proportion of acute AEs of grade ≥ 2 (Common Terminology Criteria for Adverse Events v5.0) within three months. RESULTS: Of the 28 patients enrolled from seven institutes, 26 received ultra-HF-WBI, and 2 were excluded due to postoperative infections. No AEs of grade ≥ 3 occurred. One patient (4%) experienced grade 2 radiation dermatitis, and 18 (69%) had grade 1 radiation dermatitis. The other acute grade 1 AEs experienced were skin hyperpigmentation (n = 10, 38%); breast pain (n = 4, 15%); superficial soft tissue fibrosis (n = 3, 12%); and fatigue (n = 1, 4%). No other acute AEs of grade ≥ 2 were detected. CONCLUSIONS: Acute AEs following ultra-HF-WBI were within acceptable limits among Japanese women, indicating that the continuation of the study was appropriate.

2.
In Vivo ; 38(2): 819-825, 2024.
Article in English | MEDLINE | ID: mdl-38418123

ABSTRACT

BACKGROUND/AIM: Radiotherapy (RT) outcomes are generally reported based on stage, patient background, and concomitant chemotherapy. This study aimed to investigate the effects of the prescribed dose to gross tumor volume (GTV) and the calculation algorithm on local control in definitive RT for head and neck (H&N) cancers using follow-up images after RT. PATIENTS AND METHODS: This study included 154 patients with H&N cancers treated by Volumetric Modulated Arc Therapy at the Kobe City Medical Center General Hospital. Patients were classified into those receiving definitive RT (70 Gy of irradiation) and those not receiving it. Follow-up images were used to categorize the patients into the responders and non-responders groups. In the non-responders group, follow-up images were imported into the treatment planning system, and the contours of the residual or recurrent areas (local failure) were extracted and fused with computed tomography-simulated images for treatment planning. Dose evaluation parameters included maximum dose, dose administered to 1% of the volume, dose administered to 50% of the volume, dose administered to 99% of the volume (D99%), and minimum dose (Dmin) administered to the GTV. The doses to the GTV were compared between responders and non-responders. RESULTS: D99% exhibited significant differences between local failure and responders and between local failure and non-responders. Dmin showed significant differences between responders and non-responders and between responders and local failure. CONCLUSION: This study emphasizes the importance of verifying dose distribution in all slices of treatment planning, highlighting the need for precise assessment of the dose to the GTV in head and neck cancers.


Subject(s)
Head and Neck Neoplasms , Radiotherapy, Conformal , Radiotherapy, Intensity-Modulated , Humans , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/methods , Head and Neck Neoplasms/radiotherapy , Radiotherapy, Conformal/methods , Radiotherapy, Intensity-Modulated/methods
3.
Med Phys ; 51(3): 1561-1570, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37466995

ABSTRACT

BACKGROUND: Both geometric and dosimetric components are commonly considered when determining the margin for planning target volume (PTV). As dose distribution is shaped by controlling beam aperture in peripheral dose prescription and dose-escalated simultaneously integrated boost techniques, adjusting the margin by incorporating the variable dosimetric component into the PTV margin is inappropriate; therefore, geometric components should be accurately estimated for margin calculations. PURPOSE: We introduced an asymmetric margin-calculation theory using the guide to the expression of uncertainty in measurement (GUM) and intra-fractional motion. The margins in fiducial marker-based real-time tumor tracking (RTTT) for lung, liver, and pancreatic cancers were calculated and were then evaluated using Monte Carlo (MC) simulations. METHODS: A total of 74 705, 73 235, and 164 968 sets of intra- and inter-fractional positional data were analyzed for 48 lung, 48 liver, and 25 pancreatic cancer patients, respectively, in RTTT clinical trials. The 2.5th and 97.5th percentiles of the positional error were considered representative values of each fraction of the disease site. The population-based statistics of the probability distributions of these representative positional errors (PD-RPEs) were calculated in six directions. A margin covering 95% of the population was calculated using the proposed formula. The content rate in which the clinical target volume (CTV) was included in the PTV was calculated through MC simulations using the PD-RPEs. RESULTS: The margins required for RTTT were at most 6.2, 4.6, and 3.9 mm for lung, liver, and pancreatic cancer, respectively. MC simulations revealed that the median content rates using the proposed margins satisfied 95% for lung and liver cancers and 93% for pancreatic cancer, closer to the expected rates than the margins according to van Herk's formula. CONCLUSIONS: Our proposed formula based on the GUM and motion probability distributions (MPD) accurately calculated the practical margin size for fiducial marker-based RTTT. This was verified through MC simulations.


Subject(s)
Lung Neoplasms , Pancreatic Neoplasms , Humans , Radiotherapy Planning, Computer-Assisted/methods , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Lung , Radiotherapy Dosage , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/radiotherapy
4.
J Radiat Res ; 65(1): 78-86, 2024 Jan 19.
Article in English | MEDLINE | ID: mdl-37996084

ABSTRACT

Combined modality therapy, including radiotherapy (RT), is a common treatment for scalp or face angiosarcoma. Although intensity-modulated radiotherapy (IMRT) can deliver homogeneous doses to the scalp or face, clinical data are limited. This multicenter study aimed to evaluate scalp or face angiosarcoma treated with definitive or post-operative IMRT. We retrospectively analyzed data from patients who received IMRT for scalp or face angiosarcoma at three institutions between January 2015 and March 2020. Local control (LC) rate, overall survival (OS), progression-free survival (PFS), recurrence patterns and toxicity were evaluated. Fifteen patients underwent IMRT during the study period. Definitive RT was performed on 10 patients and post-operative RT was performed on 5 patients. The 1-year LC rate was 85.7% (95% confidence interval [CI], 53.9-96.2%). The 1-year OS and PFS rates were 66.7% (95% CI, 37.5-84.6%) and 53.3% (95% CI, 26.3%-74.4%), respectively. Univariate analysis revealed that a clinical target volume over 500 cm3 was associated with poor LC. Distant metastasis was the most common recurrence pattern. All patients experienced Grade 2 or 3 radiation dermatitis, and five patients experienced grade ≥ 3 skin ulceration. One patient who underwent maintenance therapy with pazopanib developed Grade 5 skin ulceration. Fisher's exact test showed that post-operative RT was significantly associated with an increased risk of skin ulceration of grade ≥ 3. These results demonstrate that IMRT is a feasible and effective treatment for scalp or face angiosarcoma, although skin ulceration of grade ≥ 3 is a common adverse event in patients who receive post-operative RT.


Subject(s)
Hemangiosarcoma , Radiotherapy, Intensity-Modulated , Humans , Hemangiosarcoma/radiotherapy , Hemangiosarcoma/pathology , Radiotherapy, Intensity-Modulated/methods , Scalp/pathology , Retrospective Studies , Treatment Outcome , Radiotherapy Dosage
5.
Clin Transl Radiat Oncol ; 39: 100591, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36852258

ABSTRACT

Background and purpose: This prospective multicenter phase II study aimed to evaluate the safety and efficacy of dynamic tumor tracking (DTT) stereotactic body radiotherapy (SBRT) with real-time monitoring of liver tumors using a gimbal-mounted system. Materials and methods: Patients with < 4 primary or metastatic liver tumors with diameters ≤ 50 mm and expected to have a respiratory motion of ≥ 10 mm were eligible. The prescribed dose was 40 Gy in five fractions. The primary endpoint was local control (LC) at 2 years. The secondary endpoints were overall survival (OS), progression-free survival (PFS), treatment-related toxicity, and tracking accuracy. Results: Between September 2015 and March 2019, 48 patients (48 lesions) with a median age of 74 years were enrolled from four institutions. Of these, 39 were diagnosed with hepatocellular carcinoma and nine with metastatic liver cancer. The median tumor diameter was 17.5 mm. DTT-SBRT was successfully performed in all patients; the median treatment time was 28 min/fraction. The median follow-up period was 36.5 months. The 2-year LC, OS, and PFS rates were 98.0 %, 88.8 %, and 55.1 %, respectively. Disease progression was observed in 33 (68.8 %) patients. One patient (0.2 %) had local recurrence, 31 (64.6 %) developed new hepatic lesions outside the irradiation field, and nine (18.8 %) had distant metastases (including overlap). Grade 3 late adverse events were observed in seven patients (14.5 %). No grade 4 or 5 treatment-related toxicity was observed. The median tracking accuracy was 2.9 mm. Conclusion: Employing DTT-SBRT to treat liver tumors results in excellent LC with acceptable adverse-event incidence.

6.
Int Cancer Conf J ; 12(1): 41-45, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36605842

ABSTRACT

Bowen's disease (BD) is a form of intraepidermal squamous cell carcinoma (SCC), and it occasionally occurs on the perianal site. BD is often treated with surgical excision; however, sometimes surgical excision for perianal BD cannot preserve anal function. We report the case of a 72-year-old man presenting with perianal pain and BD. He was treated with Radiotherapy (RT) and preserved his normal anal sphincter function without any recurrence or late adverse event. Moreover, we observed the unique skin reaction called 'tumoritis', which is characterized by mucosal inflammation. Tumoritis indicates the true extent of the tumor and evaluating the tumor or lesion size based on the extent of tumoritis when performing RT is important.

7.
Jpn J Clin Oncol ; 53(2): 146-152, 2023 Jan 28.
Article in English | MEDLINE | ID: mdl-36478251

ABSTRACT

BACKGROUND: The clinical characteristics of prostate ductal carcinoma is still unclear, and treatment strategy has not yet been established due to its rarity. Therefore, we conducted a multicenter survey of radiation therapy for prostate ductal carcinoma in Japan. METHOD: Data of patients with ductal carcinoma of the prostate treated with radiation therapy between 1996 and 2018 were extracted from the database of each facility. RESULTS: Fifty-two treatment records of 41 patients were collected from nine institutions. The treatment purpose and situations were varied curative intent to palliation. Twenty-eight patients received curative treatments. The median follow-up period of these patients was 68 months. Androgen deprivation therapy was combined with radiation therapy in 26 cases (93%). X-ray and particle irradiation was used. Radiation dose range was 63-78 Gy; 5-year overall survival, progression-free survival and biochemical relapse-free survival were 87.0, 79.3 and 79.3%, respectively. One patient experienced Grade 3 radiation proctitis and one experienced Grade 3 radiation cystitis. There were no Grade 4 or worse adverse events. CONCLUSION: Most patient received similar treatment with adenocarcinoma of prostate, and the clinical results were compatible. For more reliable evidence, further studies are required.


Subject(s)
Carcinoma, Ductal , Prostatic Neoplasms , Radiation Oncology , Male , Humans , Prostatic Neoplasms/pathology , Prostate-Specific Antigen , Prostate/pathology , Androgen Antagonists/therapeutic use , East Asian People , Neoplasm Recurrence, Local/drug therapy , Carcinoma, Ductal/radiotherapy , Carcinoma, Ductal/drug therapy , Disease-Free Survival
8.
Jpn J Clin Oncol ; 53(2): 174-178, 2023 Jan 28.
Article in English | MEDLINE | ID: mdl-36420578

ABSTRACT

PURPOSE: The UK-FAST-Forward study showed that ultra-hypofractionated whole-breast irradiation (ultra-HF-WBI) involving five fractions of 26 Gy radiation over 1 week was not inferior to HF-WBI. However, it is not used in Japan due to safety concerns. In April 2022, we commenced a multi-institutional, single-arm, phase II trial. Our aim is to confirm the safety of ultra-HF-WBI after breast-conserving surgery (BCS) for breast cancer in Japanese women. METHOD: We plan to enroll 98 patients from 13 institutions. The primary endpoint is the proportion of late adverse events of grades ≥2 within 3 years. DISCUSSION: We believe that this highly promising clinical study can positively impact the Japanese guidelines for breast cancer treatment. The results will help us decide whether or not ultra-HF-WBI can be used as a more convenient alternative to WBI. REGISTRATION NUMBER AND DATE: This trial was registered in the UMIN Clinical Trials Registry (UMIN000047080) on March 4, 2022.


Subject(s)
Breast Neoplasms , Radiation Oncology , Female , Humans , Breast Neoplasms/radiotherapy , Breast Neoplasms/surgery , Dose Fractionation, Radiation , Japan , Mastectomy, Segmental , Radiotherapy, Adjuvant/adverse effects , Radiotherapy, Adjuvant/methods
9.
Lung Cancer ; 171: 3-8, 2022 09.
Article in English | MEDLINE | ID: mdl-35863254

ABSTRACT

OBJECTIVE: Durvalumab was safe and effective in patients with unresectable stage III non-small cell lung cancer (NSCLC) after concurrent chemoradiotherapy (CCRT) in a phase 3 trial (PACIFIC trial). Although a history of radiation pneumonitis (RP) has been reported to increase the risk of exacerbation of pneumonitis associated with programmed death-1 axis inhibitors, the detailed clinical results of durvalumab treatment in patients with baseline grade 1 RP were not reported in the PACIFIC trial. Therefore, we aimed to evaluate the safety and effectiveness of durvalumab therapy in these patients. MATERIALS AND METHODS: This was a multicenter prospective cohort study involving 35 patients. Patients were eligible if they met the following criteria: inoperable stage III NSCLC, administration of durvalumab within 42 days after CCRT using platinum-based chemotherapy, no disease progression after CCRT, Eastern Cooperative Oncology Group performance status of 0-1, and presence of grade 1 RP at baseline. We assessed the effectiveness and safety of durvalumab with a minimum 1-year follow-up period for all patients. RESULTS: Thirty-five patients were enrolled in our study from February 2019 to December 2019. The median progression-free survival was 11.4 months (95 % confidence interval, 7.1 months-not reached), and the median overall survival was not reached. Eleven (31 %) patients had grade ≥2 pneumonitis/RP, 10 (28 %) developed grade 2 pneumonitis/RP, and 1 (3 %) developed grade 5 pneumonitis/RP. Five (14 %) patients experienced treatment-related grade ≥3 adverse events. CONCLUSION: Durvalumab might be safe and effective in patients with stage III NSCLC with baseline grade 1 RP following chemoradiotherapy.


Subject(s)
Antineoplastic Agents, Immunological , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Pneumonia , Radiation Pneumonitis , Antibodies, Monoclonal , Antineoplastic Agents, Immunological/adverse effects , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/radiotherapy , Chemoradiotherapy/adverse effects , Humans , Lung Neoplasms/drug therapy , Pneumonia/drug therapy , Prospective Studies , Radiation Pneumonitis/etiology
10.
Radiother Oncol ; 172: 18-22, 2022 07.
Article in English | MEDLINE | ID: mdl-35513131

ABSTRACT

BACKGROUND AND PURPOSE: This study aimed to evaluate the safety and efficacy of dynamic tumor tracking-stereotactic body radiotherapy (DTT-SBRT) for lung tumors. MATERIALS AND METHODS: Patients with cStage I primary lung cancer or metastatic lung cancer with an expected range of respiratory motion of ≥10 mm were eligible for the study. The prescribed dose was 50 Gy in four fractions. A gimbal-mounted linac was used for DTT-SBRT delivery. The primary endpoint was local control at 2 years. RESULTS: Forty-eight patients from four institutions were enrolled in this study. Forty-two patients had primary non-small-cell lung cancer, and six had metastatic lung tumors. DTT-SBRT was delivered for 47 lesions in 47 patients with a median treatment time of 28 min per fraction. The median respiratory motion during the treatment was 13.7 mm (range: 4.5-28.1 mm). The motion-encompassing method was applied for the one remaining patient due to the poor correlation between the abdominal wall and tumor movement. The median follow-up period was 32.3 months, and the local control at 2 years was 95.2% (lower limit of the one-sided 85% confidence interval [CI]: 90.3%). The overall survival and progression-free survival at 2 years were 79.2% (95% CI: 64.7%-88.2%) and 75.0% (95% CI: 60.2%-85.0%), respectively. Grade 3 toxicity was observed in one patient (2.1%) with radiation pneumonitis. Grade 4 or 5 toxicity was not observed. CONCLUSION: DTT-SBRT achieved excellent local control with low incidences of severe toxicities in lung tumors with respiratory motion.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Radiosurgery , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/radiotherapy , Humans , Lung Neoplasms/pathology , Lung Neoplasms/radiotherapy , Particle Accelerators , Radiation Pneumonitis/etiology , Radiosurgery/adverse effects , Radiosurgery/methods
11.
Radiat Oncol ; 17(1): 42, 2022 Feb 23.
Article in English | MEDLINE | ID: mdl-35197087

ABSTRACT

BACKGROUND: In infrared reflective (IR) marker-based hybrid real-time tumor tracking (RTTT), the internal target position is predicted with the positions of IR markers attached on the patient's body surface using a prediction model. In this work, we developed two artificial intelligence (AI)-driven prediction models to improve RTTT radiotherapy, namely, a convolutional neural network (CNN) and an adaptive neuro-fuzzy inference system (ANFIS) model. The models aim to improve the accuracy in predicting three-dimensional tumor motion. METHODS: From patients whose respiration-induced motion of the tumor, indicated by the fiducial markers, exceeded 8 mm, 1079 logfiles of IR marker-based hybrid RTTT (IR Tracking) with the gimbal-head radiotherapy system were acquired and randomly divided into two datasets. All the included patients were breathing freely with more than four external IR markers. The historical dataset for the CNN model contained 1003 logfiles, while the remaining 76 logfiles complemented the evaluation dataset. The logfiles recorded the external IR marker positions at a frequency of 60 Hz and fiducial markers as surrogates for the detected target positions every 80-640 ms for 20-40 s. For each logfile in the evaluation dataset, the prediction models were trained based on the data in the first three quarters of the recording period. In the last quarter, the performance of the patient-specific prediction models was tested and evaluated. The overall performance of the AI-driven prediction models was ranked by the percentage of predicted target position within 2 mm of the detected target position. Moreover, the performance of the AI-driven models was compared to a regression prediction model currently implemented in gimbal-head radiotherapy systems. RESULTS: The percentage of the predicted target position within 2 mm of the detected target position was 95.1%, 92.6% and 85.6% for the CNN, ANFIS, and regression model, respectively. In the evaluation dataset, the CNN, ANFIS, and regression model performed best in 43, 28 and 5 logfiles, respectively. CONCLUSIONS: The proposed AI-driven prediction models outperformed the regression prediction model, and the overall performance of the CNN model was slightly better than that of the ANFIS model on the evaluation dataset.


Subject(s)
Artificial Intelligence , Liver Neoplasms/radiotherapy , Lung Neoplasms/radiotherapy , Neural Networks, Computer , Pancreatic Neoplasms/radiotherapy , Computer Simulation , Computer Systems , Forecasting , Humans
12.
Lung Cancer ; 161: 86-93, 2021 11.
Article in English | MEDLINE | ID: mdl-34543942

ABSTRACT

OBJECTIVES: The incidence of real-world pneumonitis and durvalumab rechallenge during chemoradiotherapy and durvalumab consolidation for non-small cell lung cancer is unknown. MATERIALS AND METHODS: We retrospectively evaluated the medical records of 302 consecutive patients diagnosed with non-small cell lung cancer who started chemoradiotherapy between May 2018 and May 2019. RESULTS: Median age was 70 (range: 40-87) years. Volume of lung parenchyma that received 20 Gy (V20) exceeded 35% in 2% and mean lung dose exceeded 20 Gy in 1% of patients. Durvalumab consolidation was delivered to 225 patients (75%). Overall, 83% (n = 251), 34% (n = 103), 7% (n = 21), and 1% (n = 4) of the patients developed any grade of pneumonitis, symptomatic pneumonitis, ≥grade 3 pneumonitis, and fatal (grade 5) pneumonitis, respectively. Corticosteroids were administered to 25% of the patients to treat pneumonitis. Multivariate analysis identified the predictive factors for the development of symptomatic pneumonitis: V20 Gy or more ≥ 25% (odds ratio [OR]: 2.37, P = 0.008) and mean lung dose (MLD) ≥ 10 Gy (OR: 1.93, P < 0.0047). Of the 52 patients who received corticosteroids for pneumonitis after durvalumab initiation, 21 were rechallenged with durvalumab. Overall, 81% of patients met the PACIFIC study's rechallenge criteria and did not experience a severe pneumonitis relapse. CONCLUSION: High V20 and MLD were independent risk factors of symptomatic pneumonitis. More than 80% of the patients who were rechallenged with durvalumab after pneumonitis met the PACIFIC study's rechallenge criteria. Consequently, severe relapse did not occur. Cooperation between radiation and medical oncologists is important for safe chemoradiotherapy and the safe completion of durvalumab consolidation therapy.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Pneumonia , Radiation Pneumonitis , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal , Carcinoma, Non-Small-Cell Lung/drug therapy , Chemoradiotherapy/adverse effects , Consolidation Chemotherapy , Humans , Lung Neoplasms/drug therapy , Middle Aged , Neoplasm Recurrence, Local , Pneumonia/epidemiology , Pneumonia/etiology , Radiation Pneumonitis/epidemiology , Radiation Pneumonitis/etiology , Retrospective Studies
13.
J Radiat Res ; 62(5): 901-909, 2021 Sep 13.
Article in English | MEDLINE | ID: mdl-34350956

ABSTRACT

This study aimed to evaluate the impact of pretreatment C-reactive protein (CRP) and skeletal muscle mass (SMM) on outcomes after stereotactic body radiotherapy (SBRT) for T1N0M0 non-small cell lung cancer (NSCLC) as a supplementary analysis of JCOG0403. Patients were divided into high and low CRP groups with a threshold value of 0.3 mg/dL. The paraspinous musculature area at the level of the 12th thoracic vertebra was measured on simulation computed tomography (CT). When the area was lower than the sex-specific median, the patient was classified into the low SMM group. Toxicities, overall survival (OS) and cumulative incidence of cause-specific death were compared between the groups. Sixty operable and 92 inoperable patients were included. In the operable cohort, OS significantly differed between the CRP groups (log-rank test p = 0.009; 58.8% and 83.6% at three years for high and low CRP, respectively). This difference in OS was mainly attributed to the difference in lung cancer deaths (Gray's test p = 0.070; 29.4% and 7.1% at three years, respectively). No impact of SMM on OS was observed. The incidence of Grade 3-4 toxicities tended to be higher in the low SMM group (16.7% vs 0%, Fisher's exact test p = 0.052). In the inoperable cohort, no significant impact on OS was observed for either CRP or SMM. The toxicity incidence was also not different between the CRP and SMM groups. The present study suggests that pretreatment CRP level may provide prognostic information in operable patients receiving SBRT for early-stage NSCLC.


Subject(s)
C-Reactive Protein/analysis , Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung Neoplasms/radiotherapy , Muscle, Skeletal/pathology , Aged , Aged, 80 and over , Biomarkers , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/surgery , Clinical Trials, Phase II as Topic/statistics & numerical data , Combined Modality Therapy , Female , Humans , Kaplan-Meier Estimate , Lung Neoplasms/blood , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Male , Middle Aged , Multicenter Studies as Topic/statistics & numerical data , Muscle, Skeletal/diagnostic imaging , Organ Size , Pneumonectomy , Radiosurgery/methods , Retrospective Studies , Sarcopenia/diagnostic imaging , Sarcopenia/etiology , Sarcopenia/pathology , Survival Rate , Tomography, X-Ray Computed , Treatment Outcome
14.
Med Phys ; 48(4): 1781-1791, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33576510

ABSTRACT

PURPOSE: To predict radiation pneumonitis (RP) grade 2 or worse after lung stereotactic body radiation therapy (SBRT) using dose-based radiomic (dosiomic) features. METHODS: This multi-institutional study included 247 early-stage nonsmall cell lung cancer patients who underwent SBRT with a prescribed dose of 48-70 Gy at an isocenter between June 2009 and March 2016. Ten dose-volume indices (DVIs) were used, including the mean lung dose, internal target volume size, and percentage of entire lung excluding the internal target volume receiving greater than x Gy (x = 5, 10, 15, 20, 25, 30, 35, and 40). A total of 6,808 dose-segmented dosiomic features, such as shape, first order, and texture features, were extracted from the dose distribution. Patients were randomly partitioned into two groups: model training (70%) and test datasets (30%) over 100 times. Dosiomic features were converted to z-scores (standardized values) with a mean of zero and a standard deviation (SD) of one to put different variables on the same scale. The feature dimension was reduced using the following methods: interfeature correlation based on Spearman's correlation coefficients and feature importance based on a light gradient boosting machine (LightGBM) feature selection function. Three different models were developed using LightGBM as follows: (a) a model with ten DVIs (DVI model), (b) a model with the selected dosiomic features (dosiomic model), and (c) a model with ten DVIs and selected dosiomic features (hybrid model). Suitable hyperparameters were determined by searching the largest average area under the curve (AUC) value in the receiver operating characteristic curve (ROC-AUC) via stratified fivefold cross-validation. Each of the final three models with the closest the ROC-AUC value to the average ROC-AUC value was applied to the test datasets. The classification performance was evaluated by calculating the ROC-AUC, AUC in the precision-recall curve (PR-AUC), accuracy, precision, recall, and f1-score. The entire process was repeated 100 times with randomization, and 100 individual models were developed for each of the three models. Then the mean value and SD for the 100 random iterations were calculated for each performance metric. RESULTS: Thirty-seven (15.0%) patients developed RP after SBRT. The ROC-AUC and PR-AUC values in the DVI, dosiomic, and hybrid models were 0.660 ± 0.054 and 0.272 ± 0.052, 0.837 ± 0.054 and 0.510 ± 0.115, and 0.846 ± 0.049 and 0.531 ± 0.116, respectively. For each performance metric, the dosiomic and hybrid models outperformed the DVI models (P < 0.05). Texture-based dosiomic feature was confirmed as an effective indicator for predicting RP. CONCLUSIONS: Our dose-segmented dosiomic approach improved the prediction of the incidence of RP after SBRT.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Radiation Pneumonitis , Radiosurgery , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/radiotherapy , Carcinoma, Non-Small-Cell Lung/surgery , Humans , Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Lung Neoplasms/surgery , Radiation Pneumonitis/diagnosis , Radiation Pneumonitis/etiology , Radiosurgery/adverse effects
15.
Invest New Drugs ; 39(3): 853-859, 2021 06.
Article in English | MEDLINE | ID: mdl-33405089

ABSTRACT

Introduction/Background Durvalumab demonstrated a good efficacy and safety in patients with unresectable stage III non-small cell lung cancer (NSCLC) after concurrent chemoradiotherapy (CCRT) in the PACIFIC trial. Although a history of radiation pneumonitis (RP) has been reported to increase the risk of pneumonitis associated with programmed death-1 inhibitors, the safety and efficacy of durvalumab in patients with baseline Grade 1 RP have not been assessed. Therefore, we carried out a multicenter prospective cohort study to evaluate the efficacy and safety of durvalumab in these patients. Patients and Methods This was a multicenter prospective cohort study of 35 patients with Grade 1 RP after CCRT and before durvalumab initiation. This study was a first prespecified analysis for the first 20 patients with the primary objective of assessing the short-term safety; it was assessed 3 months after durvalumab initiation. Results Twenty patients were enrolled in this study between March 1, 2019, and September 3, 2019. Three patients (15%) experienced drug-related Grade ≥3 adverse events, while three patients (15%) had Grade ≥2 pneumonitis/RP within 3 months after durvalumab initiation. Three months after durvalumab initiation, all the patients were alive and four patients (20%) experienced disease progression. Conclusion Durvalumab can be a feasible treatment option for patients with stage III NSCLC with baseline Grade 1 RP following CCRT.(Trial registration number: UMIN000036061. The registration period was between March 2019 and December 2019.).


Subject(s)
Antibodies, Monoclonal/therapeutic use , B7-H1 Antigen/antagonists & inhibitors , Carcinoma, Non-Small-Cell Lung/therapy , Chemoradiotherapy/adverse effects , Immune Checkpoint Inhibitors/therapeutic use , Lung Neoplasms/therapy , Radiation Pneumonitis/drug therapy , Aged , Aged, 80 and over , Antibodies, Monoclonal/adverse effects , B7-H1 Antigen/immunology , Carcinoma, Non-Small-Cell Lung/immunology , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Immune Checkpoint Inhibitors/adverse effects , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Radiation Pneumonitis/etiology , Radiation Pneumonitis/immunology
16.
Hepatol Res ; 51(4): 461-471, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33217113

ABSTRACT

AIM: To prospectively evaluate the efficacy and safety of stereotactic body radiotherapy (SBRT) for patients with previously untreated solitary primary hepatocellular carcinoma (HCC). METHODS: The main eligibility criteria included the following: (1) primary solitary HCC; (2) no prior treatment for HCC; (3) Child-Turcotte-Pugh score of seven or less; and (4) unsuitability for or refusal of surgery and radiofrequency ablation (RFA). The prescribed dose of SBRT was 40 Gy in five fractions. The primary endpoint was 3-year overall survival (OS); the secondary endpoints included local progression-free survival (LPFS), local control (LC), and adverse events. The accrual target was 60 patients, expecting a 3-year OS of 70% with a 50% threshold. RESULTS: Between 2014 and 2018, 36 patients were enrolled; enrollment was closed early because of slow accrual. The median tumor size was 2.3 cm. The median follow-up at the time of evaluation was 20.8 months. The 3-year OS was 78% (95% confidence interval [CI]: 53%-90%). The 3-year LPFS and LC proportion were 73% (95% CI: 48%-87%) and 90% (95% CI: 65%-97%), respectively. Grade 3 or higher SBRT-related toxicities were observed in four patients (11%), and grade five toxicities were not observed. CONCLUSIONS: This study showed acceptably low incidence of SBRT-related toxicities. LC and OS after SBRT were comparable for previously untreated solitary HCC for patients unfit for resection and RFA. Although a definitive conclusion cannot be drawn by this study, the promising results indicate that SBRT may be an alternative option in the management of early HCC.

17.
Med Phys ; 47(9): 4634-4643, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32645224

ABSTRACT

PURPOSE: To predict local recurrence (LR) and distant metastasis (DM) in early stage non-small cell lung cancer (NSCLC) patients after stereotactic body radiotherapy (SBRT) in multiple institutions using breath-hold computed tomography (CT)-based radiomic features with random survival forest. METHODS: A total of 573 primary early stage NSCLC patients who underwent SBRT between January 2006 and March 2016 and met the eligibility criteria were included in this study. Patients were divided into two datasets: training (464 patients in 10 institutions) and test (109 patients in one institution) datasets. A total of 944 radiomic features were extracted from manually segmented gross tumor volumes (GTVs). Feature selection was performed by analyzing inter-segmentation reproducibility, GTV correlation, and inter-feature redundancy. Nine clinical factors, including histology and GTV size, were also used. Three prognostic models (clinical, radiomic, and combined) for LR and DM were constructed using random survival forest (RSF) to deal with total death as a competing risk in the training dataset. Robust models with optimal hyper-parameters were determined using fivefold cross-validation. The patients were dichotomized into two groups based on the median value of the patient-specific risk scores (high- and low-risk score groups). Gray's test was used to evaluate the statistical significance between the two risk score groups. The prognostic power was evaluated by the concordance index with the 95% confidence intervals (CI) via bootstrapping (2000 iterations). RESULTS: The concordance indices at 3 yr of clinical, radiomic, and combined models for LR were 0.57 [CI: 0.39-0.75], 0.55 [CI: 0.38-0.73], and 0.61 [CI: 0.43-0.78], respectively, whereas those for DM were 0.59 [CI: 0.54-0.79], 0.67 [CI: 0.54-0.79], and 0.68 [CI: 0.55-0.81], respectively, in the test dataset. The combined DM model significantly discriminated its cumulative incidence between high- and low-risk score groups (P < 0.05). The variable importance of RSF in the combined model for DM indicated that two radiomic features were more important than other clinical factors. The feature maps generated on the basis of the most important radiomic feature had visual difference between high- and low-risk score groups. CONCLUSIONS: The radiomics approach with RSF for competing risks using breath-hold CT-based radiomic features might predict DM in early stage NSCLC patients who underwent SBRT although that may not have potential to predict LR.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Radiosurgery , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/radiotherapy , Humans , Lung , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Neoplasm Recurrence, Local , Prognosis , Reproducibility of Results , Tomography, X-Ray Computed
18.
Int Cancer Conf J ; 9(3): 133-136, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32582517

ABSTRACT

Urinary retention and hematuria owing to radiation-induced mucositis are occasional late adverse events in patients with prostate cancer. Moreover, radiation-induced secondary malignancies are late adverse events, although they are extremely rare. Herein, we describe a case of radiation-induced secondary malignancy of the prostate that was initially difficult to distinguish from radiation mucositis. A 74-year-old man with prostate cancer underwent brachytherapy and external beam radiotherapy 9 years ago. Twenty-eight months after irradiation, he presented with urinary retention and hematuria owing to radiation mucositis and underwent transurethral resection of the prostate. At 89 months after irradiation, the patient again showed urinary retention and hematuria. The cause of urinary retention and hematuria could not be identified on cystoscopy. Despite receiving medications, the patient's symptoms did not improve. Therefore, transurethral fulguration was performed, and prostate biopsy revealed spindle cell sarcoma. A diagnosis of radiation-induced undifferentiated pleomorphic/spindle cell sarcoma was made, and the patient underwent total cystectomy and construction of the ileal conduit. Two weeks after the surgery, computed tomography revealed peritoneal dissemination. The patient died 5 weeks after the surgery. The case findings indicate that clinicians should consider the possibility of radiation-induced secondary malignancy; moreover, thorough pathological examination of the prostate with CT and MRI is important to distinguish RISM from radiation mucositis even if no tumors are found on cystoscopy.

19.
Cancer Chemother Pharmacol ; 84(2): 275-280, 2019 08.
Article in English | MEDLINE | ID: mdl-31201490

ABSTRACT

PURPOSE: Recently, based on results of the PACIFIC trial, durvalumab after chemoradiotherapy (CRT) became the standard therapy for unresectable stage III non-small cell lung cancer (NSCLC). However, in the PACIFIC trial, patients were recruited and randomized after CRT, and certain patients were considered ineligible after CRT in the real world. No study has been conducted on the patients who were ineligible for the PACIFIC trial, and hence, we conducted a retrospective study on them. METHODS: We identified 82 patients with stage III NSCLC who received definitive platinum-based concurrent CRT and had World Health Organization performance status of 0-1. We investigated the proportion, clinical characteristics, and prognoses of patients who became ineligible for the PACIFIC trial after CRT. RESULTS: After CRT, 19 of 82 patients (23%) became ineligible for the PACIFIC trial. Comparison between eligible and ineligible patients revealed that old age (p = 0.042), male gender (p = 0.031), and radiation therapy with V20 ≥ 35% (p = 0.032) were associated with ineligibility after CRT. Moreover, ineligible patients showed shorter PFS (6.6 vs. 15.7 months, hazard ratio [HR] 2.61, 95% confidence interval [CI] 1.16-5.89, p = 0.016) and shorter OS (18.6 vs. 44.3 months, HR 3.03, 95% CI 1.29-7.10, p = 0.007) than eligible patients. CONCLUSIONS: Our study revealed the clinical characteristics and prognoses of patients who became ineligible for the PACIFIC trial after CRT. Physicians should be careful while prescribing CRT for patients with characteristics such as old age, male gender, and radiation therapy with V20 ≥ 35%.


Subject(s)
Carcinoma, Non-Small-Cell Lung/therapy , Lung Neoplasms/therapy , Adult , Aged , Aged, 80 and over , Female , Healthcare Disparities , Humans , Male , Middle Aged , Neoplasm Staging , Treatment Outcome
20.
Med Dosim ; 44(1): 20-25, 2019.
Article in English | MEDLINE | ID: mdl-29395462

ABSTRACT

Dose verification for a gimbal-mounted image-guided radiotherapy system, Vero4DRT (Mitsubishi Heavy Industries Ltd., Tokyo, Japan) is usually carried out by pretreatment measurement. Independent verification calculations using Monte Carlo methods for Vero4DRT have been published. As the Clarkson method is faster and easier to use than measurement and Monte Carlo methods, we evaluated the accuracy of an independent calculation verification program and its feasibility as a secondary check for Vero4DRT. Computed tomography (CT)-based dose calculation was performed using a modified Clarkson-based algorithm. In this study, 120 patients' treatment plans were collected in our institute. The treatments were performed using conventional irradiation for lung and prostate, 3-dimensional (3D) conformal stereotactic body radiotherapy (SBRT) for the lung, and intensity-modulated radiation therapy (IMRT) for the prostate. Differences between the treatment planning system (TPS) and the Clarkson-based independent dose verification software were computed, and confidence limits (CLs, mean ± 2 standard deviation %) for Vero4DRT were compared with the CLs for the C-arms linear accelerators in the previous study. The results of the CLs, the conventional irradiation, SBRT, and IMRT showed 2.2 ± 3.5% (CL of the C-arms linear accelerators: 2.4 ± 5.3%), 1.1 ± 1.7% (-0.3 ± 2.0%), 4.8 ± 3.7% (5.4 ± 5.3%), and -0.5 ± 2.5% (-0.1 ± 3.6%) differences, respectively. The dose disagreement between the TPS and CT-based independent dose verification software was less than the 5% action level of American Association of Physicists in Medicine (AAPM) Task Group 114 (TG114). The CLs for the gimbal-mounted Vero4DRT were similar to the deviations for C-arms linear accelerators.


Subject(s)
Radiotherapy/methods , Algorithms , Feasibility Studies , Humans , Lung Neoplasms/radiotherapy , Male , Prostatic Neoplasms/radiotherapy , Radiation Dosage , Radiotherapy/instrumentation , Retrospective Studies
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