1.Key technologies and challenges in online adaptive radiotherapy for lung cancer.
Baiqiang DONG ; Shuohan ZHENG ; Kelly CHEN ; Xuan ZHU ; Sijuan HUANG ; Xiaobo JIANG ; Wenchao DIAO ; Hua LI ; Lecheng JIA ; Feng CHI ; Xiaoyan HUANG ; Qiwen LI ; Ming CHEN
Chinese Medical Journal 2025;138(13):1559-1567
Definitive treatment of lung cancer with radiotherapy is challenging, as respiratory motion and anatomical changes can increase the risk of severe off-target effects during radiotherapy. Online adaptive radiotherapy (ART) is an evolving approach that enables timely modification of a treatment plan during the interfraction of radiotherapy, in response to physiologic or anatomic variations, aiming to improve the dose distribution for precise targeting and delivery in lung cancer patients. The effectiveness of online ART depends on the seamless integration of multiple components: sufficient quality of linear accelerator-integrated imaging guidance, deformable image registration, automatic recontouring, and efficient quality assurance and workflow. This review summarizes the present status of online ART for lung cancer, including key technologies, as well as the challenges and areas of active research in this field.
Humans
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Lung Neoplasms/radiotherapy*
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Radiotherapy Planning, Computer-Assisted/methods*
2.Clinical analysis of robotic bilateral modified radical neck dissection through the bilateral axillo-breast approach for thyroid carcinoma
Lanqing CHEN ; Xiaolei LI ; Dayong ZHUANG ; Peng ZHOU ; Tao YUE ; Jing XU ; Sijuan CHEN ; Chenyu LI ; Changxiu SHAO ; Qingqing HE
Chinese Journal of Endocrine Surgery 2024;18(1):21-25
Objective:To research the efficacy and safety of robotic thyroidectomy and bilateral modified radical neck dissection through bilateral axillo-breast approach (BABA) .Methods:We retrospectively analyzed the clinical data of 37 patients with thyroid cancer who received bilateral modified radical neck dissection through the BABA at the Department of Thyroid and Breast Surgery of the 960th Hospital of the People’s Liberation Army from Jan. 2014 to Jan. 2023. There were 24 females and 13 males, and the average age of the patients was (33,22±10.53) years old. The tumor diameter, number of lymph node dissection and metastasis in the central and lateral regions, average operation time, average hospital stay, complications, and aesthetic score were recorded. SPSS 25.0 software was used for statistical analysis, and the measurement data was calculated using mean ± standard deviation ( ± s), and the counting data was expressed in percentages and numbers. Results:A total of 37 thyroid cancer patients underwent robotic bilateral regional lymph node dissection. The 37 patients received total thyroidectomy, bilateral central compartment and cervical lateral regional lymph node dissection. All the pathological types were papillary carcinoma, with a maximal tumor diameter of (1.47±0.85) cm. The average number of central lymph nodes dissected was 19.46±8.84, and there were (10.24±5.95) metastases; The average number of lymph nodes removed from the bilateral cervical region was 38.92±14.21, and there were (7.92±5.84) metastases. The average operation time was (288.05±77.09) min, the average length of stay in the hospital was (10.76±3.92) days, and the average length of stay in the hospital following surgery was (8.03±2.08) days. These patients had no permanent hypoparathyroidism, permanent recurrent laryngeal nerve palsy, infection, accessory nerve injury and phrenic nerve injury after operation. Transient hypoparathyroidism occurred in 15 patients, transient recurrent laryngeal nerve palsy occurred in 1 patient, and chyle leak occurred in 2 patients. One month after surgery, the aesthetic score was 9.51±0.69.Two patients were found lymph node metastases during the (27.81±15.10) months of follow-up, and received robotic cervical lymph node dissection with BABA.Conclusion:For carefully chosen thyroid cancer patients with bilateral lateral cervical region lymph node metastases, robotic bilateral cervical lymph node regional dissection via BABA is safe and feasible, and good cosmetic results can be obtained.
3.The changes of volume and dose in adaptive re-planning during radiotherapy for nasopharyngeal carcinoma
Sijuan HUANG ; Wenxing ZHONG ; Yuxi CHEN ; Enting LI ; Feifei LIN ; Yalan TAO ; Zhangmin LI ; Dehuan XIE ; Yong SU ; Xin YANG
Chinese Journal of Radiation Oncology 2024;33(3):197-204
Objective:To investigate the necessity of adaptive re-planning during radiotherapy for nasopharyngeal carcinoma (NPC) and its impact on dose improvement.Methods:Clinical data of 89 NPC patients admitted to Sun Yat-sen University Cancer Center from July 2014 to December 2017 were retrospectively analyzed. All patients received 25+7 rounds of adaptive re-planning during radiotherapy. Plan-A was defined as the initial CT scan-based 25-fraction radiotherapy plan, while plan-B was defined as the re-planned 7-fraction radiotherapy plan based on a subsequent CT scan. The changes in the target and parotid gland volumes were compared between plan-A and plan-B. Plan-I was a one-time simulation of plan-A extended to 32 fraction radiotherapy plan, and plan-II was generated through registration and fusion of the plan-A and plan-B for adaptive re-planning. The differences in dose metrics, homogeneity index (HI), conformity index (CI), and dose to organs at risk (OAR) were compared between plan-I and plan-II. Statistical analysis was performed by using paired t-test. Results:Compared with plan-A, the gross tumor volume of massive bleeding lesions (GTV nx) and parotid gland volume of plan-B were decreased by 13.14% and 11.12%, respectively (both P<0.001). While planning clinical target volume of metastatic lymph nodes (PCTV nd) of plan-B was increased by 7.75%( P<0.001). There were significant changes in the lymph nodes of plan-A and plan-B. The D mean, D 5%, D 95% of massive bleeding lesions planning target volume (PTV nx) and D 5% of high risk planning target volume (PTV1) in plan-II were all significantly higher than those in plan-I (all P<0.05). The CI of PTV nx and PTV1 in plan-II was closer to 1 than that in plan-I. In all assessed OAR, the D mean, D 50%, and D max of plan-II were significantly lower than those of plan-I (all P<0.05). Conclusions:During radiotherapy, NPC patients may experience varying degrees of primary tumor shrinkage, parotid gland atrophy, and lymph node changes. It is necessary to deliver re-planning and significantly improve the dose of target areas and OAR.
4.Transoral robotic thyroidectomy via vestibular approach: a retrospective study of 107 cases in a single center
Xiaolei LI ; Sijuan CHEN ; Chenyu LI ; Xianjiao CAO ; Dayong ZHUANG ; Peng ZHOU ; Tao YUE ; Meng WANG ; Jian ZHU ; Qingqing HE
Chinese Journal of Surgery 2024;62(5):419-423
Objective:To investigate the short-term outcome of transoral robotic thyroidectomy.Methods:This is a retrospective case series study. The clinicopathologic characteristics and postoperative results of 107 patients who underwent transoral robotic thyroidectomies in the Department of Thyroid and Breast Surgery of the 960 th Hospital of People′s Liberation Army from May 2020 to August 2023 were retrospectively analyzed. There were 12 males and 95 females, with an age of (31.8±9.4) years (range: 11 to 55 years), including 20 benign tumors and 87 thyroid papillary carcinoma. Postoperative follow-up was carried out through returning visit and telephone, mainly to observe the recovery of postoperative complications, cosmetic effects and recurrence results. Results:All transoral robotic thyroidectomy was successfully completed without conversion to open surgery. The tumor size of thyroid papillary carcinoma patients was (5.6±2.7) mm (range: 2 to 15 mm). Furthermore, central cervical lymph node metastasis was found in 45 cases. The number of central cervical lymph nodes retrieved and metastasized ( M(IQR)) were 11 (8) (range: 3 to 26) and 1 (3) (range: 0 to 13), respectively. There was no recurrent laryngeal nerve injury and permanent hypoparathyroidism. The transient hypoparathyroidism after surgery was 8 cases. Other complications occurred as follows: postoperative infection ( n=1), left submandibular perforation ( n=1), skin scald ( n=1), and perioral numbness ( n=1), oral tear ( n=2). The postoperative stay was 6 (2) days (range: 3 to 11 days). No local lymph node recurrence or metastasis occurred after a follow-up of (22.6±10.0) months (range: 1.0 to 37.4 months). All patients were satisfied with the postoperative cosmetic results, the aesthetic effect score was 9.3 (0.2) (range: 8.4 to 9.6) one month after surgery. Conclusion:For highly screened patients with early thyroid cancer, experienced surgeons can perform a transoral robotic thyroidectomy that has excellent cosmetic results.
5.Transoral robotic thyroidectomy via vestibular approach: a retrospective study of 107 cases in a single center
Xiaolei LI ; Sijuan CHEN ; Chenyu LI ; Xianjiao CAO ; Dayong ZHUANG ; Peng ZHOU ; Tao YUE ; Meng WANG ; Jian ZHU ; Qingqing HE
Chinese Journal of Surgery 2024;62(5):419-423
Objective:To investigate the short-term outcome of transoral robotic thyroidectomy.Methods:This is a retrospective case series study. The clinicopathologic characteristics and postoperative results of 107 patients who underwent transoral robotic thyroidectomies in the Department of Thyroid and Breast Surgery of the 960 th Hospital of People′s Liberation Army from May 2020 to August 2023 were retrospectively analyzed. There were 12 males and 95 females, with an age of (31.8±9.4) years (range: 11 to 55 years), including 20 benign tumors and 87 thyroid papillary carcinoma. Postoperative follow-up was carried out through returning visit and telephone, mainly to observe the recovery of postoperative complications, cosmetic effects and recurrence results. Results:All transoral robotic thyroidectomy was successfully completed without conversion to open surgery. The tumor size of thyroid papillary carcinoma patients was (5.6±2.7) mm (range: 2 to 15 mm). Furthermore, central cervical lymph node metastasis was found in 45 cases. The number of central cervical lymph nodes retrieved and metastasized ( M(IQR)) were 11 (8) (range: 3 to 26) and 1 (3) (range: 0 to 13), respectively. There was no recurrent laryngeal nerve injury and permanent hypoparathyroidism. The transient hypoparathyroidism after surgery was 8 cases. Other complications occurred as follows: postoperative infection ( n=1), left submandibular perforation ( n=1), skin scald ( n=1), and perioral numbness ( n=1), oral tear ( n=2). The postoperative stay was 6 (2) days (range: 3 to 11 days). No local lymph node recurrence or metastasis occurred after a follow-up of (22.6±10.0) months (range: 1.0 to 37.4 months). All patients were satisfied with the postoperative cosmetic results, the aesthetic effect score was 9.3 (0.2) (range: 8.4 to 9.6) one month after surgery. Conclusion:For highly screened patients with early thyroid cancer, experienced surgeons can perform a transoral robotic thyroidectomy that has excellent cosmetic results.
6.Quantitative evaluation of radiotherapy plan in precise external beam radiotherapy process management for cervical cancer.
Yujun GUO ; Ting LI ; Xin YANG ; Zhenyu QI ; Li CHEN ; Sijuan HUANG
Journal of Southern Medical University 2023;43(6):1035-1040
OBJECTIVE:
To identify the problems in clinical radiotherapy planning for cervical cancer through quantitative evaluation of the radiotherapy plans to improve the quality of the plans and the radiotherapy process.
METHODS:
We selected the clinically approved and administered radiotherapy plans for 227 cervical cancer patients undergoing external radiotherapy at Sun Yat-sen University Cancer Center from May, 2019 to January, 2022. These plans were transferred from the treatment planning system to the Plan IQTM workstation. The plan quality metrics were determined based on the guidelines of ICRU83 report, the GEC-ESTRO Working Group, and the clinical requirements of our center and were approved by a senior clinician. The problems in the radiotherapy plans were summarized and documented, and those with low scores were re-planned and the differences were analyzed.
RESULTS:
We identified several problems in the 277 plans by quantitative evaluation. Inappropriate target volume selection (with scores < 60) in terms of GTV, PGTV (CI) and PGTV (V66 Gy) was found in 10.6%, 65.2%, and 1% of the plans, respectively; and the PGTV (CI), GTV, and PCTV (D98%, HI) had a score of 0 in 0.4%, 10.1%, 0.4%, 0.4% of the plans, respectively. The problems in the organs at risk (OARs) involved mainly the intestines (the rectum, small intestine, and colon), found in 20.7% of the plans, and in occasional cases, the rectum, small intestine, colon, kidney, and the femoral head had a score of 0. Senior planners showed significantly better performance than junior planners in PGTV (V60 Gy, D98%), PCTV (CI), and CTV (D98%) (P≤0.046) especially in terms of spinal cord and small intestine protection (P≤0.034). The bowel (the rectum, small intestine and colon) dose was significantly lower in the prone plans than supine plans (P < 0.05), and targets coverage all met clinical requirements. Twenty radiotherapy plans with low scores were selected for re-planning. The re-planned plans had significantly higher GTV (Dmin) and PTV (V45 Gy, D98%) (P < 0.05) with significantly reduced doses of the small intestines (V40 Gy vs V30 Gy), the colon (V40 Gy vs V30 Gy), and the bladder (D35%) (P < 0.05).
CONCLUSION
Quantitative evaluation of the radiotherapy plans can not only improve the quality of radiotherapy plan, but also facilitate risk management of the radiotherapy process.
Humans
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Female
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Uterine Cervical Neoplasms/radiotherapy*
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Rectum
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Colon
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Kidney
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Organs at Risk
7.Study of standardizing nomenclatures for organs at risk of nasopharyngeal carcinoma via the contouring content-based image retrieval method
Xiuying MAI ; Shen HUANG ; Zhenfang ZHONG ; Wanjia ZHENG ; Shuxian CHEN ; Guangsen HUANG ; Su ZHOU ; Sijuan HUANG ; Yunfei XIA ; Xiaoyan HUANG ; Xin YANG
Chinese Journal of Radiation Oncology 2021;30(8):803-810
Objective:Based on the AAPM TG-263, a Content-Based Standardizing Nomenclatures (CBSN) was proposed to explore the feasibility of its standardization verification for organs at risk (OAR) of nasopharyngeal carcinoma (NPC).Methods:The radiotherapy structure files of 855 patients with nasopharyngeal carcinoma (NPC) receiving intensity-modulated radiotherapy (IMRT) from 2017 to 2019(15 of whom showed clinical anomalous structures) were retrospectively collected and processed. The Matlab self-developed software was used to obtain the image position, geometric features, first-order gray histogram, and the Gray-level Co-occurrence Matrix′s texture features of the OAR contour outlined by the doctor to establish the CBSN Location Verification model and CBSN Knowledge Library. Fisher discriminant analysis was employed to establish a CBSN OAR classification model, which was evaluated using self-validation, cross-validation, and external validation, respectively.Results:99%(69/70) of the simulated anomalous structures were outside the 90% reference range of the CBSN Knowledge Library and the characteristic parameters significantly differed among different OARs (all P<0.001). The accuracy rates of self-validation, cross-validation and external verification of the CBSN OAR classification model were 92.1%, 92.0% and 91.8%, respectively. Fourteen cases of clinical abnormal structures were successfully detected by CBSN with an accuracy rate of 93%(14/15). In the simulation test, the accuracy of the left and right location verification reached 100%, such as detecting the right eye lens named Len_L. Conclusion:CBSN can be used for OAR verification of NPC, providing reference for multi-center cooperation and standardized radiotherapy of NPC patients.
8.Comparison of 68Ga-PSMA-617 and MRI in diagnosis and staging of primary prostate cancer
Sijuan ZOU ; Shuang SONG ; Lixing CHEN ; Jianyuan ZHOU ; Zhaoting CHENG ; Xiaohua ZHU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2020;40(12):710-715
Objective:To compare the performance of 68Ga-prostate specific membrane antigen (PSMA) PET/CT and MRI in preoperative diagnosis and staging of primary prostate cancer. Methods:Twenty-four patients with prostate cancer, who underwent preoperative 68Ga-PSMA PET/CT and prostate MRI in Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology between April 2018 and December 2019, were retrospectively enrolled. The pathological and follow-up results were considered as the gold standard, and diagnostic efficiencies of the 2 imaging methods were compared per patient and per type of lesions (seminal vesicle invasion, bladder neck invasion, lymph node metastasis and bone metastasis). The χ2 test was used for data analysis. Results:Prostate cancer was confirmed by pathology in 24 patients, including 6 cases with both seminal vesicle and bladder neck invasion, 5 cases with seminal vesicle invasion and 3 cases with invasion of bladder neck. Gleason scores in patients were as follow: 7 in 9 patients, 8-9 in 15 patients. The detection rates of 68Ga-PSMA PET/CT and MRI for primary prostate cancer were both 100%(24/24). The sensitivity, specificity and accuracy of 68Ga-PSMA PET/CT and MRI for detecting seminal vesicle invasion were 10/11, 13/13, 95.8%(23/24) and 9/11, 11/13, 83.3%(20/24), respectively. The specificity and accuracy were significantly different ( χ2 values: 6.231, 13.470, both P<0.05). The sensitivity, specificity and accuracy of 68Ga-PSMA PET/CT and MRI for detecting bladder invasion, which were 7/9, 13/15, 83.3%(20/24) and 3/9, 14/15, 70.8%(17/24), respectively, were not significantly different( χ2 values: 1.285, 0.164, 2.880, all P>0.05). Furthermore, the sensitivity, specificity and accuracy of 68Ga-PSMA PET/CT for detecting pelvic lymph node metastasis were 11/11, 13/13 and 100%(24/24), respectively, and those of MRI for evaluating pelvic lymph node metastasis were 6/11, 11/13 and 70.8%(17/24), and the specificity of the 2 methods were significantly different ( χ2=6.231, P<0.05). All the 5 patients with pelvic bone metastasis were positive on 68Ga-PSMA PET/CT imaging, but only 2 of them were positive on MRI. Information from 68Ga-PSMA PET/CT changed pelvic TNM stage in 41.7%(10/24) patients who underwent MRI for initial staging. Conclusions:68Ga-PSMA PET/CT imaging and MRI can both accurately detect intermediate- to high-risk primary prostate cancer and seminal vesicle invasion. 68Ga-PSMA PET/CT imaging is superior to MRI for evaluating lymph nodes and bone metastasis. 68Ga-PSMA PET/CT provides high accuracy for preoperative diagnosing and staging intermediate- to high-risk prostate cancer.
9.Targeted imaging and therapy of prostate cancer by radionuclide labeled small molecule inhibitors of prostate specific membrane antigen
Lixing CHEN ; Sijuan ZOU ; Xiaohua ZHU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2018;38(1):53-58
Prostate specific membrane antigen (PSMA) overexpresses in most prostate cancer (PCa) lesions and plays an important role in the early diagnosis and preoperative staging,clinical decision making,recurrence and metastasis detection as well as targeted therapy.Radionuclide (especially 68Ga and 177Lu) labeled multiple small molecule inhibitors of PSMA have been wildly used in SPECT,PET imaging on PCa,and play an important role in the treatment of metastatic castration resistant prostate cancer (mCRPC).This review summarizes the development in these fields.
10.Correction of enhanced dynamic wedge factor and analysis of monitor unit calculation.
Sijuan HUANG ; Lixin CHEN ; Wufei CAO ; Wenzhao SUN ; Along CHEN ; Bojio LIU ; Bin WANG
Journal of Southern Medical University 2015;35(2):260-263
OBJECTIVETo study the correction of algorithm for Varian enhanced dynamic wedge(EDW) factors and compare the dose/monitor unit (MU) deviation measured at the central axis of EDW field with that obtained by manual calculation or using the treatment planning system.
METHODSEDW factors and dose were measured with Thimble ion chamber at 10 cm depth under the water for 6 MV and 10 MV photon on Varian linear accelerator. The corresponding calculations were done with the radiation treatment planning system. An analytic formula, namely the MU Fraction model, was used to calculate the EDW factor, which was corrected with a constant factor. The MU of conventional 2-D planning derived from manual calculating, treatment planning system, and actual measurements were compared.
RESULTSWith the measured results as the standard, the corrected manual calculation deviation of EDW factors was significantly reduced. For photon 6 MV, the maximum deviation reduced from 4.2% to 1.3% for 60° symmetry fields was, and from -4.7% to -1.8% for asymmetric fields. For photon 10 MV, the maximum deviation for all EDW fields was reduced from -3.0% to 1.1%. Comparison of the manual calculations with the measured results showed a MU deviation for symmetric fields within 2%, and more than 5% for some asymmetric fields. The deviation between the calculations of the treatment planning and the measured results was less than 1.5%.
CONCLUSIONConstant factor correction can effectively reduce the deviation of manual calculation. For MU calculation of EDW field in conventional 2-D dimensional treatment planning, the corrected results of symmetric fields meet clinical requirements. While the minimum distance between the field edge and the central axis was less than 4 cm in asymmetric fields, the corresponding special method, measurement or the treatment planning system should be used to calculate the dose/MU.
Algorithms ; Models, Theoretical ; Particle Accelerators ; Radiotherapy Dosage ; Radiotherapy Planning, Computer-Assisted

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