1.Method of Reducing Low-Dose Lung Volume in VMAT on Central Lung Cancer Planning.
Haojia ZHANG ; Yi ZHANG ; Haijie JIN ; Shihu YOU ; Jiaying GAN ; Yinxiang HU
Chinese Journal of Medical Instrumentation 2025;49(2):181-185
OBJECTIVE:
To study effective methods for reducing lung V5, V10, and mean lung dose (MLD) in the design of volumetric modulated arc therapy for central lung cancer by using different arc configurations and dose-limiting blocks designs.
METHODS:
Five groups of plans were designed for the enrolled patients. Group A used a full-arc field. Group B used a partial-arc field. Groups C, D, and E used full-arc fields with vertical-length, semi-ring, and triangular dose-limiting blocks added respectively. The dosimetric similarities of target areas and the dosimetric differences in lung V5, V10, V20, and MLD among the groups were compared.
RESULTS:
Compared with group A, groups B, C, D, and E had decreased homogeneity and conformity of the target area, but significantly lower V5 and V10 of the whole lung. The MLD of groups C, D, and E was lower than that of group A.
CONCLUSION
Using a full-arc field combined with dose-limiting blocks can effectively reduce lung V5, V10, MLD, and monitor units (MU).
Lung Neoplasms/radiotherapy*
;
Humans
;
Radiotherapy, Intensity-Modulated/methods*
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Radiotherapy Dosage
;
Lung/radiation effects*
2.PE-CycleGAN network based CBCT-sCT generation for nasopharyngeal carsinoma adaptive radiotherapy.
Yadi HE ; Xuanru ZHOU ; Jinhui JIN ; Ting SONG
Journal of Southern Medical University 2025;45(1):179-186
OBJECTIVES:
To explore the synthesis of high-quality CT (sCT) from cone-beam CT (CBCT) using PE-CycleGAN for adaptive radiotherapy (ART) for nasopharyngeal carcinoma.
METHODS:
A perception-enhanced CycleGAN model "PE-CycleGAN" was proposed, introducing dual-contrast discriminator loss, multi-perceptual generator loss, and improved U-Net structure. CBCT and CT data from 80 nasopharyngeal carcinoma patients were used as the training set, with 7 cases as the test set. By quantifying the mean absolute error (MAE), peak signal-to-noise ratio (PSNR), structural similarity index (SSIM), as well as the dose gamma pass rate and the relative dose deviations of the target area and organs at risk (OAR) between sCT and reference CT, the image quality and dose calculation accuracy of sCT were evaluated.
RESULTS:
The MAE of sCT generated by PE-CycleGAN compared to the reference CT was (56.89±13.84) HU, approximately 30% lower than CBCT's (81.06±15.86) HU (P<0.001). PE-CycleGAN's PSNR and SSIM were 26.69±2.41dB and 0.92±0.02 respectively, significantly higher than CBCT's 21.54±2.37dB and 0.86±0.05 (P<0.001), indicating substantial improvements in image quality and structural similarity. In gamma analysis, under the 2 mm/2% criterion, PE-CycleGAN's sCT achieved a pass rate of (90.13±3.75)%, significantly higher than CBCT's (81.65±3.92)% (P<0.001) and CycleGAN's (87.69±3.50)% (P<0.05). Under the 3 mm/3% criterion, PE-CycleGAN's sCT pass rate of (90.13±3.75)% was also significantly superior to CBCT's (86.92±3.51)% (P<0.001) and CycleGAN's (94.58±2.23)% (P<0.01). The mean relative dose deviation of the target area and OAR between sCT and planned CT was within ±3% for all regions, except for the Lens Dmax (Gy), which had a deviation of 3.38% (P=0.09). The mean relative dose deviations for PTVnx HI, PTVnd HI, PTVnd CI, PTV1 HI, PRV_SC, PRV_BS, Parotid, Larynx, Oral, Mandible, and PRV_ON were all less than ±1% (P>0.05).
CONCLUSIONS
PE-CycleGAN demonstrates the ability to rapidly synthesize high-quality sCT from CBCT, offering a promising approach for CBCT-guided adaptive radiotherapy in nasopharyngeal carcinoma.
Humans
;
Cone-Beam Computed Tomography/methods*
;
Nasopharyngeal Neoplasms/diagnostic imaging*
;
Nasopharyngeal Carcinoma/radiotherapy*
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Radiotherapy Dosage
;
Signal-To-Noise Ratio
;
Radiotherapy, Intensity-Modulated
3.Prognosis-guided optimization of intensity-modulated radiation therapy plans for lung cancer.
Huali LI ; Ting SONG ; Jiawen LIU ; Yongbao LI ; Zhaojing JIANG ; Wen DOU ; Linghong ZHOU
Journal of Southern Medical University 2025;45(3):643-649
OBJECTIVES:
To propose a new method for optimizing radiotherapy planning for lung cancer by incorporating prognostic models that take into account individual patient information and assess the feasibility of treatment planning optimization directly guided by minimizing the predicted prognostic risk.
METHODS:
A mixed fluence map optimization objective was constructed, incorporating the outcome-based objective and the physical dose constraints. The outcome-based objective function was constructed as an equally weighted summation of prognostic prediction models for local control failure, radiation-induced cardiac toxicity, and radiation pneumonitis considering clinical risk factors. These models were derived using Cox regression analysis or Logistic regression. The primary goal was to minimize the outcome-based objective with the physical dose constraints recommended by the clinical guidelines. The efficacy of the proposed method for optimizing treatment plans was tested in 15 cases of non-small cell lung cancer in comparison with the conventional dose-based optimization method (clinical plan), and the dosimetric indicators and predicted prognostic outcomes were compared between different plans.
RESULTS:
In terms of the dosemetric indicators, D95% of the planning target volume obtained using the proposed method was basically consistent with that of the clinical plan (100.33% vs 102.57%, P=0.056), and the average dose of the heart and lungs was significantly decreased from 9.83 Gy and 9.50 Gy to 7.02 Gy (t=4.537, P<0.05) and 8.40 Gy (t=4.104, P<0.05), respectively. The predicted probability of local control failure was similar between the proposed plan and the clinical plan (60.05% vs 59.66%), while the probability of radiation-induced cardiac toxicity was reduced by 1.41% in the proposed plan.
CONCLUSIONS
The proposed optimization method based on a mixed objective function of outcome prediction and physical dose provides effective protection against normal tissue exposure to improve the outcomes of lung cancer patients following radiotherapy.
Humans
;
Lung Neoplasms/radiotherapy*
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Prognosis
;
Radiotherapy, Intensity-Modulated/methods*
;
Carcinoma, Non-Small-Cell Lung/radiotherapy*
;
Radiotherapy Dosage
;
Female
;
Male
;
Middle Aged
4.Survival and toxicity outcomes with radiotherapy technique and timing in the management of Wilms tumor: A systematic review to inform a National Clinical Practice Guideline Development
Warren Bacorro ; Jane Efflyn Lardizabal-Bunyi ; Michelle Rodriguez ; Maria Cecilia Leongson-Cruz
Journal of Medicine University of Santo Tomas 2024;8(2):1429-1442
PURPOSE
Wilms tumor (WT) management has evolved into a multimodality paradigm that includes radiotherapy (RT), usually as an adjuvant or consolidative modality. Protocols are refined to maximize cure and compliance while minimizing acute toxicity and long-term effects. RT technique and timing are two factors that could improve these outcomes. We reviewed the evidence on survival and toxicity outcomes among WT patients with conventional versus advanced RT techniques and early versus delayed RT to inform a Department of Health (DOH) commissioned guideline.
MATERIALS AND METHODSWe systematically searched PubMed, EuropePMC, EBSCOHost, HERDIN, systematic review and clinical trial registries and official websites of scientific societies for relevant publications and grey literature. Eligibility screening, risk-of-bias assessment and data extraction were performed using a single-reviewer approach. Given the study and data heterogeneity, only a qualitative synthesis was performed. Certainty of evidence assessment was done using the GRADE approach.
RESULTSWe screened 314 studies and included seven in the review, including a phase 1/2 trial and six retrospective studies, all from first-world countries (US, France, Netherlands), except one from a newly industrialized country (Brazil). The certainty of evidence on the survival and toxicity outcomes with advanced RT techniques was very low. Moderate-certainty evidence supports that giving RT >14 days after surgery leads to increased mortality.
CONCLUSIONCurrent evidence does not support the routine use of advanced RT techniques; proper contextualization is necessary. Tertiary centers managing WT should strive to administer RT within 14 days after surgery whenever possible.
Wilms Tumor ; Nephroblastoma ; Radiotherapy ; Radiotherapy, Intensity-modulated ; Survival ; Toxicity
5.Analysis of positioning errors in head and neck cancers during radiotherapy assisted by the 6D treatment couch and image-guided radiation therapy.
Suqing TIAN ; Haitao SUN ; Tiandi ZHAO ; Wei WANG
Journal of Peking University(Health Sciences) 2024;56(6):1097-1100
OBJECTIVE:
To evaluate the intra-fraction and inter-fraction positional deviations in head and neck tumor patients undergoing intensity-modulated radiation therapy (IMRT) guided by cone-beam CT (CBCT), as well as the correction capability and stability of the HexaPOD evo RT 6D couch in addressing these deviations.
METHODS:
From May 2019 to April 2022, 59 consecutive patients with head and neck tumors were enrolled at the Department of Radiation Oncology, Peking University Third Hospital.Using the Elekta AXESSE image-guided stereotactic treatment system, a pre-treatment CBCT scan was performed, followed by bone window mode registration with the planning reference images.Deviations were corrected automatically or manually on the 6D couch, followed by a second CBCT scan for confirmation of the deviation correction.Positional errors in translation (X, Y, Z directions) and rotation (Rx, Ry, Rz directions) were recorded before and after correction, and intra-fraction and inter-fraction positional errors were analyzed.
RESULTS:
Positional error data before and after correction of the 6D couch were successfully obtained and corrected online in 506 CBCT scans.The maximum positional errors before and after correction were 0.90 cm to 0.04 cm (X direction), 1.74 cm to 0.09 cm (Y direction), 1.80 cm to 0.09 cm (Z direction), and 2.90° to 0.14°(Rx direction), 3.00° to 0.15°(Ry direction), 3.00° to 0.15°(Rz direction), respectively.The mean absolute values of translational (X, Y, Z directions) and rotational (Rx, Ry, Rz directions) errors significantly decreased after online correction, from 0.18 cm, 0.22 cm, 0.25 cm, and 0.82°, 1.11°, 0.73° to 0.01 cm, 0.01 cm, 0.01 cm, and 0.04°, 0.06°, 0.04°(all P values < 0.001).After correction, the frequencies of translational errors less than 0.10 cm in the X, Y, Z directions were 99.60%, 98.62%, and 95.45%, respectively, and the frequencies of rotational errors less than 0.2° were all above 99.80%.
CONCLUSION
Online correction combined with CBCT and the 6D couch significantly reduces both translational and rotational positional errors in patients undergoing head and neck radiation therapy, greatly enhancing the precision of treatment.
Humans
;
Cone-Beam Computed Tomography
;
Head and Neck Neoplasms/diagnostic imaging*
;
Radiotherapy, Image-Guided/methods*
;
Radiotherapy, Intensity-Modulated/methods*
;
Patient Positioning/methods*
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Male
;
Radiotherapy Setup Errors/prevention & control*
;
Female
6.Analysis of Imaging Performance Standards of CBCT X-IGRT System Used in Radiotherapy.
Shibing XIE ; Peichen WANG ; Chunying JIAO ; Chengxin LIANG ; Xintao ZHANG ; Jiajie XIE
Chinese Journal of Medical Instrumentation 2023;47(6):608-611
This article briefly describes the imaging performance standards of the kilovolt X-ray image guidance system used in radiotherapy, analyzes the main aspects that should be considered in the image quality of X-IGRT system, and focuses on parameters that should be considered in the imaging performance evaluation criteria of the CBCT X-IGRT. The purpose is to sort out the imaging performance evaluation standards of kilovolt X-IGRT system, clarify the image quality requirements of X-IGRT equipment, and reach a consensus when evaluating the imaging performance of X-IGRT system.
Radiotherapy Planning, Computer-Assisted/methods*
;
Cone-Beam Computed Tomography/methods*
;
Spiral Cone-Beam Computed Tomography
;
Radiotherapy, Intensity-Modulated/methods*
;
Radiotherapy, Image-Guided/methods*
7.Dosimetric Impact of Titanium Alloy Implant in Spinal IMRT Plan.
Xiaohui CHEN ; Anjie XU ; Jiayan CHEN ; Weigang HU ; Jiayuan PENG
Chinese Journal of Medical Instrumentation 2023;47(1):110-114
The purpose of this study is to establish and apply a correction method for titanium alloy implant in spinal IMRT plan, a corrected CT-density table was revised from normal CT-density table to include the density of titanium alloy implant. Dose distribution after and before correction were calculated and compared to evaluate the dose deviation. Plans were also copied to a spinal cancer simulation phantom. A titanium alloy fixation system for spine was implanted in this phantom. Plans were recalculated and compared with the measurement result. The result of this study shows that the max dose of spinal cord showed significant difference after correction, and the deviation between calculation results and measurement results was reduced after correction. The method for expanding the range CT-density table, which means that the density of titanium alloy was included, can reduce the error in calculation.
Radiotherapy, Intensity-Modulated/methods*
;
Titanium
;
Radiotherapy Dosage
;
Alloys
;
Radiometry/methods*
;
Radiotherapy Planning, Computer-Assisted/methods*
8.Study on the sensitivity of a volumetric modulated arc therapy plan verification equipment on multi-leaf collimator opening and closing errors and its gamma pass rate limit.
Jinyou HU ; Lian ZOU ; Shaoxian GU ; Ningyu WANG ; Fengjie CUI ; Shengyuan ZHANG ; Chu'ou YIN ; Yunzhu CAI ; Chengjun GOU ; Zhangwen WU
Journal of Biomedical Engineering 2023;40(1):133-140
To investigate the γ pass rate limit of plan verification equipment for volumetric modulated arc therapy (VMAT) plan verification and its sensitivity on the opening and closing errors of multi-leaf collimator (MLC), 50 cases of nasopharyngeal carcinoma VMAT plan with clockwise and counterclockwise full arcs were randomly selected. Eight kinds of MLC opening and closing errors were introduced in 10 cases of them, and 80 plans with errors were generated. Firstly, the plan verification was conducted in the form of field-by-field measurement and true composite measurement. The γ analysis with the criteria of 3% dose difference, distance to agreement of 2 mm, 10% dose threshold, and absolute dose global normalized conditions were performed for these fields. Then gradient analysis was used to investigate the sensitivity of field-by-field measurement and true composite measurement on MLC opening and closing errors, and the receiver operating characteristic curve (ROC) was used to investigate the optimal threshold of γ pass rate for identifying errors. Tolerance limits and action limits for γ pass rates were calculated using statistical process control (SPC) method for another 40 cases. The error identification ability using the tolerance limit calculated by SPC method and the universal tolerance limit (95%) were compared with using the optimal threshold of ROC. The results show that for the true composite measurement, the clockwise arc and the counterclockwise arc, the descent gradients of the γ passing rate with per millimeter MLC opening error are 10.61%, 7.62% and 6.66%, respectively, and the descent gradients with per millimeter MLC closing error are 9.75%, 7.36% and 6.37%, respectively. The optimal thresholds obtained by the ROC method are 99.35%, 97.95% and 98.25%, respectively, and the tolerance limits obtained by the SPC method are 98.98%, 97.74% and 98.62%, respectively. The tolerance limit calculated by SPC method is close to the optimal threshold of ROC, both of which could identify all errors of ±2 mm, while the universal tolerance limit can only partially identify them, indicating that the universal tolerance limit is not sensitive on some large errors. Therefore, considering the factors such as ease of use and accuracy, it is suggested to use the true composite measurement in clinical practice, and to formulate tolerance limits and action limits suitable for the actual process of the institution based on the SPC method. In conclusion, it is expected that the results of this study can provide some references for institutions to optimize the radiotherapy plan verification process, set appropriate pass rate limit, and promote the standardization of plan verification.
Humans
;
Radiotherapy, Intensity-Modulated
;
Immune Tolerance
;
Nasopharyngeal Carcinoma
;
ROC Curve
;
Nasopharyngeal Neoplasms/radiotherapy*
9.Progress in Development of Dose Verification System Software KylinRay-Dose4D.
Huaqing ZHENG ; Guangyao SUN ; Yun ZHAO ; Bo XIAO ; Jing JIA ; Tao HE ; Pengcheng LONG ; Liqin HU
Chinese Journal of Medical Instrumentation 2023;47(4):360-364
Advanced radiotherapy technology enables the dose to more accurately conform to the tumor target area of the patient, providing accurate treatment for the patient, but the gradient of the patient's radiation dose at the tumor edge is getting larger, which putting forward higher requirements for radiotherapy dose verification. The dose verification system software KylinRay-Dose4D can verify the patient's pre-treatment plan and the in vivo/on-line dose during the patient's treatment, providing important reference for the physicist to modify the radiotherapy plan and ensuring that the patient receives accurate treatment. This study introduces the overall design and key technologies of KylinRay-Dose4D, and tests the pre-treatment plan dose checking calculation and 2D/3D dose verification through clinical cases. The test results showed that the 2D/3D gamma pass rate (3 mm/3%) of KylinRay-Dose4D reconstructed dose compared with TPS plan dose and measured dose is larger than 95%, which indicating that the reconstructed dose of KylinRay-Dose4D meets the requirement of clinical application.
Humans
;
Radiotherapy Dosage
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Radiotherapy, Intensity-Modulated/methods*
;
Software
;
Neoplasms
;
Phantoms, Imaging
;
Radiometry/methods*
10.Feasibility Study of Beam Angle Optimization Based on Scripts in Automated-planning for Liver Cancer.
Han XIAO ; Yujie ZHANG ; Weixing JI ; Tingting LI ; Jianying ZHANG
Chinese Journal of Medical Instrumentation 2023;47(4):365-369
OBJECTIVE:
To study the feasibility and potential benefits of beam angle optimization (BAO) to automated planning in liver cancer.
METHODS:
An approach of beam angle sampling is proposed to implement BAO along with the module Auto-planning in treatment planning system (TPS) Pinnacle. An in-house developed plan quality metric (PQM) is taken as the preferred evaluating method during the sampling. The process is driven automatically by in-house made Pinnacle scripts both in sampling and scoring. In addition, dosimetry analysis and physician's opinion are also performed as the supplementary and compared with the result of PQM.
RESULTS:
It is revealed by the numerical analysis of PQM scores that only 15% patients whose superior trials evaluated by PQM are also the initial trials. Gantry optimization can bring benefit to plan quality along with auto-planning in liver cancer. Similar results are provided by both dose comparison and physician's opinion.
CONCLUSIONS
It is possible to introduce a full automated approach of beam angle optimization to automated planning process. The advantages of this procedure can be observed both in numerical analysis and physician's opinion.
Humans
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Feasibility Studies
;
Radiometry/methods*
;
Liver Neoplasms/radiotherapy*
;
Radiotherapy, Intensity-Modulated/methods*
;
Radiotherapy Dosage


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