1.The value of quantitative CT parameters based on artificial intelligence in predicting the invasion degree of lung adenocarcinoma spectrum lesions
Peng ZHANG ; Jing LUO ; Zhuangzhuang CONG ; Yong QIANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(07):1050-1056
Objective To explore the predictive value of artificial intelligence (AI)-based lung nodule CT quantitative analysis for the invasion degree of lung adenocarcinoma spectrum lesions. Methods According to the invasion degree of lung adenocarcinoma spectrum lesions, patients with surgically and pathologically confirmed lung adenocarcinoma spectrum lesions from January to June 2023 in Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University were retrospectively collected and divided into a non-invasive group and an invasive group, including atypical adenomatous hyperplasia, adenocarcinoma in situ, and minimally invasive adenocarcinoma patients in the non-invasive group, and invasive adenocarcinoma patients in the invasive group. All enrolled patients underwent chest CT before surgery, and then the lung nodules were quantitatively analyzed using an AI-based computer-aided diagnosis system to compare the related quantitative parameters of lung nodules that have been surgically removed and pathologically confirmed as lung adenocarcinoma spectrum lesions between the two groups. The relationship between various CT quantitative features and the invasion degree of lung adenocarcinoma spectrum lesions was analyzed. Results A total of 149 patients (149 lesions) were included, including 42 males and 107 females, aged 29-81 (56.35±10.75) years. There were 72 patients in the non-invasive group and 77 patients in the invasive group. Statistical differences were observed between the two groups in long diameter, short diameter, volume, surface area, mass, maximum cross-sectional area, 3D long diameter, maximum CT value, minimum CT value, average CT value, entropy, kurtosis, skewness, malignancy probability and other indicators (P<0.05). Multivariate binary logistic regression analysis showed that long diameter [OR=1.687, 95%CI (1.364, 2.085), P<0.001], average CT value [OR=1.006, 95%CI (1.002, 1.009), P=0.002], and malignancy probability [OR=1.034, 95%CI (1.005, 1.063), P=0.020] were independent risk factors for the invasion degree of lung adenocarcinoma. The predictive model combining the above parameters demonstrated optimal performance, with an area under the receiver operating characteristic curve of 0.951, sensitivity of 0.818, and specificity of 0.972. Using a Nomogram to quantify the three independent risk factors, the cross-validation was performed to evaluate the stability of the model, and the average C-index of cross-validation was 0.950, with each fold C-index >0.75, indicating that the prediction performance of the model was stable, and the calibration curve and decision curve indicated good predictive performance. Conclusion The visualization prediction model constructed by AI-based quantitative analysis of lung nodules in CT demonstrates significant discriminative effectiveness in the assessment of invasiveness in lung adenocarcinoma spectrum lesions. This visualization prediction model can provide a quantitative decision-making basis for the preoperative identification of the degree of invasiveness in lung adenocarcinoma spectrum lesions.
2.Study on the application of Buzhong Yiqi Decoction combined with Chi-nese Herbal Pack Therapy in elderly female patients with internal rectal prolapse of qi deficiency type after surgery
Yong-hong SU ; Peng-peng XU ; Tong LU ; De-hui JI ; Shan SUN ; Yan ZHANG
Chinese Journal of Current Advances in General Surgery 2025;28(8):618-622
Objective:To explore the application efficacy of Buzhong Yiqi Decoction combined with Chinese Herbal Pack Therapy in elderly female patients with internalrectal prolapse of qi deficiency type after surgery.Meth-ods:A total of 71 olderly female patients with internal rectal prolapse of qi deficiency type admitted to the Depart-ment of Anorectal Surgery of our Hospital from February 2023 to October 2024 were selected and randomly divided into a treatment group of 36 cases and a control group of 35 cases.Both groups were treated with modified Gant sur-gery.The treatment group received oral administration of Buzhong Yiqi Decoction combined with Chinese Herbal Pack Therapy after surgery,while the control group received no Traditional Chinese medicine intervention.Results:Post-operative symptoms such as defecation disorders and rectal bearing-down sensation in both groups were significantly improved compared with those before surgery(P<0.05).The treatment group showed significantly better improvement in symptoms such as defecation disorders,rectal bearing-down sensation,and at 6 months after surgery compared with the control group(P<0.05).The scores of the Constipation Severity Index(CSI)in both groups were significantly lower after surgery than before(P<0.05),and the scores of the treatment group at 1 month and 6 months after surgery were significantly lower than those of the control group(P<0.05).The rectal contraction pressure and rectal-anal pres-sure gradient in both groups were higher after surgery than before(P<0.05),and the increase was more significant in the treatment group at 1 month and 6 months after surgery(P<0.05).No serious complications occurred in either group after surgery.Conclusion:Buzhong Yiqi Decoction combined with Chinese Herbal Pack Therapy can improve postop-erative symptoms,defecation disorders,and anorectal function in elderly female patients with internal rectal prolapse of qi deficiency type,and improve the short-term and long-term efficacy of patients after surgery.
3.Efficacy and safety of a facilitated percutaneous coronary intervention with half-dose recombinant staphylokinase in ST-segment elevation myocardial infarction
Tian-yu WU ; Wen-hao ZHANG ; Peng-sheng CHEN ; Chen LI ; Tian WU ; Zhan LÜ ; Tong WANG ; Kun LIU ; Zhi-wen TAO ; Xiao-xuan GONG ; Liang YUAN ; Yong LI ; Bo CHEN ; Xin CHEN ; Zeng-guang CHEN ; Nai-quan YANG ; Yuan-yuan SANG ; Xiao-yan WANG ; Bai-hong LI ; Li ZHU ; Guo-yu WANG ; Xin ZHAO ; Chuan LU ; Jun JIANG ; Rui-na HAO ; Chun-jian LI
Chinese Journal of Interventional Cardiology 2025;33(8):431-438
Objective To investigate the clinical efficacy and safety of facilitated percutaneous coronary intervention(PCI)with half-dose recombinant staphylokinase(r-SAK)in patients with ST-segment elevation myocardial infarction(STEMI)who are expected to undergo PCI within 120 minutes.Methods From October 2021 to August 2022,a total of 200 STEMI patients in eight centers were included and randomly assigned in a 1﹕1 ratio to either r-SAK group or control group.Patients received loading doses of aspirin and ticagrelor and intravenous heparin and were randomized to receive an intravenous bolus of either 5 mg r-SAK or normal saline prior to PCI.The outcomes were set as ST-segment resolution(STR)at 60-90 minutes after PCI,the proportion and transition of pathological Q waves on the 5th day after PCI,and the proportion of high-sensitivity cardiac troponin T(hs-cTnT)peaking within 12 hours of onset.The safety outcome was major bleeding events defined as Bleeding Academic Research Consortium(BARC)≥type 3 bleeding during hospitalization.Results Compared with the control group,the r-SAK group had a higher proportion of STR≥70%within 60-90 minutes after PCI(58.3%vs.40.3%,P=0.009);a lower proportion of pathological Q waves(59.1%vs.74.1%,P=0.040);a lower rate of Q wave progression(14.8%vs.43.2%,P<0.001);a higher rate of Q wave disappearance(12.5%vs.3.7%,P=0.027);and a higher proportion of hs-cTnT peaking within 12 hours of symptom onset[31/40(77.5%)vs.17/33(51.5%),P=0.027].Regarding the safety outcome,no significant difference in BARC≥type 3 bleeding was found between the two groups during hospitalization(P>0.05).Conclusions For STEMI patients who were expected to undergo primary PCI within 120 minutes of symptom onset,the facilitated PCI with half-dose r-SAK significantly increased the proportion of STR≥70%at 60-90 minutes after PCI,reduced the formation of pathological Q waves,and shortened the time to peak hs-cTnT,without increasing the risk of bleeding,which should be an alternative reperfusion strategy worthy of further study.
4.Study on the application of Buzhong Yiqi Decoction combined with Chi-nese Herbal Pack Therapy in elderly female patients with internal rectal prolapse of qi deficiency type after surgery
Yong-hong SU ; Peng-peng XU ; Tong LU ; De-hui JI ; Shan SUN ; Yan ZHANG
Chinese Journal of Current Advances in General Surgery 2025;28(8):618-622
Objective:To explore the application efficacy of Buzhong Yiqi Decoction combined with Chinese Herbal Pack Therapy in elderly female patients with internalrectal prolapse of qi deficiency type after surgery.Meth-ods:A total of 71 olderly female patients with internal rectal prolapse of qi deficiency type admitted to the Depart-ment of Anorectal Surgery of our Hospital from February 2023 to October 2024 were selected and randomly divided into a treatment group of 36 cases and a control group of 35 cases.Both groups were treated with modified Gant sur-gery.The treatment group received oral administration of Buzhong Yiqi Decoction combined with Chinese Herbal Pack Therapy after surgery,while the control group received no Traditional Chinese medicine intervention.Results:Post-operative symptoms such as defecation disorders and rectal bearing-down sensation in both groups were significantly improved compared with those before surgery(P<0.05).The treatment group showed significantly better improvement in symptoms such as defecation disorders,rectal bearing-down sensation,and at 6 months after surgery compared with the control group(P<0.05).The scores of the Constipation Severity Index(CSI)in both groups were significantly lower after surgery than before(P<0.05),and the scores of the treatment group at 1 month and 6 months after surgery were significantly lower than those of the control group(P<0.05).The rectal contraction pressure and rectal-anal pres-sure gradient in both groups were higher after surgery than before(P<0.05),and the increase was more significant in the treatment group at 1 month and 6 months after surgery(P<0.05).No serious complications occurred in either group after surgery.Conclusion:Buzhong Yiqi Decoction combined with Chinese Herbal Pack Therapy can improve postop-erative symptoms,defecation disorders,and anorectal function in elderly female patients with internal rectal prolapse of qi deficiency type,and improve the short-term and long-term efficacy of patients after surgery.
5.Isoliquiritigenin(ISL)inhibits proliferation and migration of vascular smooth muscle cells by regulating GRB2/ERK signaling
Li-peng QIN ; Xue-liang GAO ; Li-min GAO ; Yong-zhang LI ; Jia-ning ZHAO
Chinese Pharmacological Bulletin 2025;41(3):543-554
Aim To explore the relevant mechanisms of isoliquiritigenin(ISL)in inhibiting the proliferation and migration of vascular smooth muscle cells(VSMCs)by regulating the GRB2/ERK signaling pathway.Methods Human primary vascular smooth muscle cells(hVSMCs)were cultured,and stimulated with different concentrations of ISL and fixed concen-trations of growth factors PDGF-BB and EGF,respec-tively.Subsequently,the effect of overexpressing GRB2 on the efficacy of ISL was observed.CCK-8 assay was used to detect cell proliferation;BrdU assay was used to detect DNA synthesis;Western blot was used to de-tect the expression levels of OPN,ICAM-1,VCAM-1,GRB2,ERK1/2,and p-ERK1/2;wound healing assay was used to detect cell migration;transwell assay was used to detect cell invasion.Results Compared with the blank control group and the ISL 20 mg·L-1 group,the PDGF-BB group and the EGF group showed increased cell viability and DNA synthesis,decreased cell migration distance,and increased number of inva-sive cells.Additionally,the expression levels of GRB2 and p-ERK1/2 increased.Compared with the PDGF-BB 40 μg·L-1group or the EGF 10 mg·L-1 group,the ISL drug intervention group showed decreased cell viability and DNA synthesis,increased migration dis-tance of cells,decreased number of invasive cells,and decreased expression levels of GRB2 and p-ERK1/2.Compared with the ISL 20 mg·L-1+PDGF-BB and ISL 20 mg·L-1+EGF groups,the groups with ISL+PDGF-BB+pcDNA-GRB2 group and ISL+EGF+pcDNA-GRB2 group showed increased expression lev-els of GRB2,p-ERK1/2,OPN,ICAM-1,and VCAM-1,increased cell viability and DNA synthesis,decreased migration distance,and increased number of invasive cells.Compared with the ISL+PDGF-BB+pcDNA-GRB2 group and the ISL+EGF+pcDNA-GRB2 group,the pcDNA-GRB2+PDGF-BB group or the pcDNA-GRB2+EGF group showed increased expres-sion levels of GRB2,p-ERK1/2,OPN,ICAM-1,and VCAM-1,increased cell viability and DNA synthesis,decreased migration distance,and increased number of invasive cells.Conclusions Isoliquiritigenin inhibits the proliferation and migration of vascular smooth mus-cle cells by regulating the GRB2/ERK signaling path-way.
6.Efficacy and safety of a facilitated percutaneous coronary intervention with half-dose recombinant staphylokinase in ST-segment elevation myocardial infarction
Tian-yu WU ; Wen-hao ZHANG ; Peng-sheng CHEN ; Chen LI ; Tian WU ; Zhan LÜ ; Tong WANG ; Kun LIU ; Zhi-wen TAO ; Xiao-xuan GONG ; Liang YUAN ; Yong LI ; Bo CHEN ; Xin CHEN ; Zeng-guang CHEN ; Nai-quan YANG ; Yuan-yuan SANG ; Xiao-yan WANG ; Bai-hong LI ; Li ZHU ; Guo-yu WANG ; Xin ZHAO ; Chuan LU ; Jun JIANG ; Rui-na HAO ; Chun-jian LI
Chinese Journal of Interventional Cardiology 2025;33(8):431-438
Objective To investigate the clinical efficacy and safety of facilitated percutaneous coronary intervention(PCI)with half-dose recombinant staphylokinase(r-SAK)in patients with ST-segment elevation myocardial infarction(STEMI)who are expected to undergo PCI within 120 minutes.Methods From October 2021 to August 2022,a total of 200 STEMI patients in eight centers were included and randomly assigned in a 1﹕1 ratio to either r-SAK group or control group.Patients received loading doses of aspirin and ticagrelor and intravenous heparin and were randomized to receive an intravenous bolus of either 5 mg r-SAK or normal saline prior to PCI.The outcomes were set as ST-segment resolution(STR)at 60-90 minutes after PCI,the proportion and transition of pathological Q waves on the 5th day after PCI,and the proportion of high-sensitivity cardiac troponin T(hs-cTnT)peaking within 12 hours of onset.The safety outcome was major bleeding events defined as Bleeding Academic Research Consortium(BARC)≥type 3 bleeding during hospitalization.Results Compared with the control group,the r-SAK group had a higher proportion of STR≥70%within 60-90 minutes after PCI(58.3%vs.40.3%,P=0.009);a lower proportion of pathological Q waves(59.1%vs.74.1%,P=0.040);a lower rate of Q wave progression(14.8%vs.43.2%,P<0.001);a higher rate of Q wave disappearance(12.5%vs.3.7%,P=0.027);and a higher proportion of hs-cTnT peaking within 12 hours of symptom onset[31/40(77.5%)vs.17/33(51.5%),P=0.027].Regarding the safety outcome,no significant difference in BARC≥type 3 bleeding was found between the two groups during hospitalization(P>0.05).Conclusions For STEMI patients who were expected to undergo primary PCI within 120 minutes of symptom onset,the facilitated PCI with half-dose r-SAK significantly increased the proportion of STR≥70%at 60-90 minutes after PCI,reduced the formation of pathological Q waves,and shortened the time to peak hs-cTnT,without increasing the risk of bleeding,which should be an alternative reperfusion strategy worthy of further study.
7.Bioequivalence study of desloratadine tablets in healthy Chinese subjects
Peng-fei XIE ; Yuan-lu CHEN ; Hong-di CUI ; Hui LONG ; Yong-gang ZHAO ; Qi-shan HUANG ; Peng YANG ; Yan ZHOU ; Yong-dong ZHANG
The Chinese Journal of Clinical Pharmacology 2025;41(2):220-224
Objective To explore the pharmacokinetic(PK)characteristics of desloratadine tablets and reference drugs in healthy subjects,and evaluate their bioequivalence and safety.Methods The random,open,two-period,cross-over pharmacokinetic study method was adopted,each subject received a single oral dose of desloratadine tablets test drug(T)or reference drug(R)for 5 mg.The concentrations of desloratadine and 3-hydroxy desloratadine in plasma were determined by liquid chromatography-tandem mass spectrometry(LC-MS/MS);and the PK parameters were calculated by WinNonlin 8.1 software to evaluate the bioequivalence.Results The main PK parameters of T and R of desloratadine were as follows:the fasting condition Cmax were respectively(3 809.82±1 016.54)and(3 642.36±777.07)pg·mL-1;AUC0-120h were respectively(5.75 ×104±5.03 ×104)and(5.51 × 104±4.00 × 104)pg·h·mL-1;AUC0-∞ were respectively(6.85× 104±1.03× 104)and(6.37 × 104±7.92 × 104)pg·h·mL-1.The fed condition Cmax were respectively(4 398.98±1 191.22)and(4 744.4±1 511.97)pg·mL-1;AUC0-120h were respectively(5.25 × 104±1.82 × 104)and(5.55 × 104±1.98 × 104)pg·h·mL-1;AUC0-∞ were respectively(5.37 × 104±1.86 × 104)and(5.68 × 104±2.04 × 104)pg·h·mL-1.The 90%confidence interval of Cmax,AUC0-t and AUC0-∞ of desloratadine were all within 80.00%~125.00%.Conclusion There was no significant difference in the main PK parameters between T tablets and R under fasting or high-fat postprandial conditions,and desloratadine tablets were bioequivalent,safe and well tolerated.
8.Mechanism of Lizhong decoction in treating cold-damp diarrhea through network pharmacology,molecular docking and animal experiments
Hao ZHANG ; Wen-wen MI ; Rong-xia GUO ; Chun NIU ; Bao-xia CHEN ; Peng JI ; Yan-ming WEI ; Fang YANG ; Zhen-he LI ; Yong-li HUA
Chinese Pharmacological Bulletin 2025;41(8):1552-1561
Aim To explore the key components and mechanisms of Lizhong decoction in treating rats with cold-damp diarrhea based on network pharmacology,molecular docking technology and animal experiments.Methods By literature review and database collec-tion,the components of Lizhong decoction,therapeutic targets,and the mapping with diarrhea disease targets were conducted to construct an intersection target pro-tein-protein interaction network for screening core tar-gets,and GO and KEGG pathway enrichment analysis was performed to build an"active component-target-pathway"network,followed by molecular docking vali-dation.Forty-eight rats were randomly divided into the normal control group(K),model group(DG),Lizhong decoction group(LZDG),and Pulsatilla decoction group(BTDG).Subsequently,a rat cold-damp diar-rhea model was established using Senna combined with low-temperature high-humidity environment,and the rats were intervened with Lizhong decoction and Pul-satilla decoction.HE staining was used to detect path-ological changes in intestinal tissue,ELISA was em-ployed to measure the levels of peripheral blood IL-6,IL-10,IL-1 β,and TNF-α,and western blot was used to determine the expression of colon tight junction pro-teins.Results Network pharmacology initially identi-fied 125 compounds in Lizhong decoction,5 186 drug target components,438 disease targets,and 60"drug-disease"shared targets.GO and KEGG enrichment a-nalysis showed that signaling pathways such as IL-17 and TNF were highly enriched.Molecular docking in-dicated that the core components of the drug had good binding activity with corresponding key targets.Liz-hong decoction could effectively improve the clinical symptoms of rats with cold-damp diarrhea,and com-pared with the DG group,the diarrhea rate,diarrhea in-dex,and other related indicators also gradually de-creased to normal levels.Compared with the DG group,the LZDG group showed reduced inflammation levels and a recovery in energy metabolism levels.Conclusion It can regulate targets such as MMP9 and IL-17 signaling pathways through multi-components like Calycosin and formononetin to exert its therapeutic effect on cold-damp diarrhea.
9.Patterns of lymph node metastasis and prognosis in locally-advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy
Peng JIN ; Bin KE ; Yong LIU ; Hongmin LIU ; Rupeng ZHANG ; Han LIANG
Chinese Journal of Gastrointestinal Surgery 2025;28(9):1006-1014
Objective:To explore the pattern of lymph node metastasis and prognosis in locally advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy (NICT).Methods:This retrospective study included pathologically confirmed gastric adenocarcinoma (cT3-4aN+) patients who underwent radical resection after ≥2 cycles of PD-1 inhibitor-based chemotherapy with complete postoperative pathology. Exclusions: distant/other metastases, non-R0 resection, Her-2+ with targeted therapy, microsatellite instability, or esophagogastric junction cancer invading >1 cm into lower esophagus. From January 2020 to December 2024, a total of 343 consecutive gastric cancer patients who received NICT treatment were admitted to Tianjin Medical University Cancer Institute and Hospital. According to the above criteria, 324 cases were included in the lymph node metastasis analysis, and 302 cases were included in the survival analysis. The median age of all patients was 58 years, with 245 males (75.6%) and a median body mass index (BMI) of 22.9 kg/m2. There were 170 cases (52.5%) at T3 stage and 154 cases (47.5%) at T4a stage; the median number of cycles of neoadjuvant immunotherapy combined with chemotherapy was 3 cycles. The primary outcome measure was the positive lymph node metastasis rate (number of metastatic cases in the group / total number of dissected cases in the group×100%). A positive lymph node metastasis rate >10% was defined as high metastasis, and <5% as low metastasis. The secondary outcome measures were high-risk factors for lymph node metastasis and influencing factors related to patient prognosis. Lymph node grouping was performed according to the 8th edition of the American Joint Committee on Cancer (AJCC) guidelines. The positive lymph node metastasis rate was statistically analyzed by stratification based on surgical methods (total gastrectomy, proximal gastrectomy, distal gastrectomy). Multivariate analysis of risk factors for lymph node metastasis were performed with logistic regression analysis, and survival analysis were performed with the Kaplan-Meier method and Cox regression model.Results:The postoperative pathological complete response rate (pCR) of all patients was 21.0% (68/324), and the overall positive lymph node metastasis rate was 48.8% (158/324). A total of 150 patients underwent total gastrectomy, 42 underwent proximal gastrectomy, and 132 underwent distal gastrectomy.In the total gastrectomy group: the high metastasis subgroups were No.1 (19.3%, 29 cases), No.2 (14.7%, 22 cases), No.3 (28.0%, 42 cases), No.7 (12.7%, 19 cases), No.8a (16.0%, 24 cases), and No.9 (17.3%, 26 cases); the low metastasis subgroups were No.5 (4.7%, 7 cases), No.10 (3.3%, 5 cases), No.11d (1.3%, 2 cases), and No.12a (4.0%, 6 cases).In the proximal gastrectomy group: the high metastasis subgroups were No.3 (14.3%, 6 cases), No.7 (23.8%, 10 cases), and No.11p (11.9%, 5 cases); the low metastasis subgroups were No.4d (2.4%, 1 case) and No.10 (2.4%, 1 case).In the distal gastrectomy group: the high metastasis subgroups were No.3 (25.8%, 34 cases), No.6 (26.5%, 35 cases), No.7 (11.4%, 15 cases), and No.11p (11.4%, 15 cases); the low metastasis subgroups were No.4sb (3.8%, 5 cases) and No.12a (4.5%, 6 cases).Results of multivariate analysis showed that TRG grade (HR: 5.938, 95%CI: 3.028-11.646, P<0.001) was an independent factor affecting lymph node metastasis in patients with locally advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy. The median follow-up time was 26.0 (6.0-54.3) months, and the 3-year overall survival (OS) of all patients was 78.1%. Results of multivariate Cox analysis showed that ypT (HR=1.744, 95%CI: 1.300-2.338, P<0.001), ypN (HR=1.998, 95%CI: 1.503-2.655, P<0.001), and postoperative complications (HR=1.913, 95%CI: 1.111-3.294, P=0.019) were independent factors affecting the overall survival of patients with locally advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy. Conclusion:NICT significantly changes the pattern of lymph node metastasis in LAGC. ypT and ypN stages are core indicators for survival prognosis. The necessity of dissection for lymph node groups with a metastasis rate <5% needs to be carefully evaluated.
10.Development and validation of a patient-specific quality assurance tool based on fast Monte Carlo and treatment log file in proton therapy
Hong-ying FENG ; Tian-yu PENG ; Jie SHAN ; Yong-hong ZHANG ; Bin-hang ZHANG ; Xian-bao YUAN ; Wei LIU
Fudan University Journal of Medical Sciences 2025;52(4):550-559
Objective To develop and validate a fast Monte Carlo(MC)-based patient-specific quality assurance(PSQA)tool using the treatment log files that is suitable to be used in the online adaptive radiotherapy for pencil beam scanning proton therapy(PBSPT-ART).Methods The proposed tool first used the delivery log file of a PBSPT plan to reversely reconstruct the PBSPT(rPBSPT)plan,and then used an in-house developed graphic processing unit(GPU)-accelerated virtual particle MC(VPMC)dose engine to calculate the dose distribution of the rPBSPT plan.The rPBSPT dose calculated by VPMC was then compared to the rPBSPT dose calculated by another independent MC dose engine(MCsquare),using 3D gamma analysis to verify the accuracy of VPMC calculation.As a demonstration of the feasibility of developed log file-based PSQA,the VPMC calculated dose of the rPBSPT plan was compared to the pre-delivery second check dose of the corresponding PBSPT plan calculated by MCsquare,using 3D gamma analysis.3D gamma analysis employes a criterion of 2 mm/2%/10%.Twenty patients with different disease sites were representatively selected to validate the efficiency and accuracy of the tool.Results The average calculation time of a rPBSPT plan by VPMC was(5.88±4.00)s in the accuracy verification.Compared to MCsquare,the passing rate of the 3D gamma analysis was 99.47%±0.72%.In the proposed PSQA tool demonstration,the passing rate of comparing the VPMC calculated rPBSPT dose to MCsquare calculated second check dose of the corresponding PBSPT plan was 98.91%±0.92%.Conclusion The accuracy and efficiency of the tool can meet the requirements of PSQA in the online PBSPT-ART workflow.

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