1.Construction of a predictive model for efficacy of neoadjuvant immunotherapy combined with chemotherapy in gastric cancer based on CT radiomics
Huo JUNJIE ; Chen FENGJU ; Duan YINGXIN ; Li MAN ; Shen LIJIE ; Wu YONGCUN ; Wang LIJUN
Chinese Journal of Clinical Oncology 2025;52(1):16-23
Objective:To investigate the value of a computed tomography(CT)radiomics-based model for predicting the efficacy of neoad-juvant immunotherapy combined with chemotherapy for locally advanced gastric cancer(LAGC).Methods:Data on 114 patients with LAGC who underwent radical surgery after neoadjuvant immunotherapy combined with chemotherapy at The Second Affiliated Hospital of Xingtai Medical College between June 2019 and June 2021 were retrospectively collected.These patients'data were divided into a training set(n=67)and a validation set(n=47)based on the time of admission.High-throughput features were extracted from baseline portal phase CT images of all patients,and the selected features were used to construct the radiomics prediction model.The predictive performance of the model was evaluated using receiver operating characteristic(ROC)and calibration curves.The prognostic ability of the model was assessed using Kaplan-Meier curves.Results:Based on the maximum relevancy min-redundancy(mRMR)algorithm and least absolute shrinkage and selection operator(LASSO)regression model,5 out of 584 assessed features were incorporated into the radiomics(Rad)score.The respect-ive areas under the curve for predicting pathological complete response(pCR)in the training and validation sets were 0.865 and 0.830,re-spectively,and good fits were obtained(Hosmer-Lemeshow test:P>0.05).The optimal cut-off value for the Rad score was determined based on the Youden index.Patients with high Rad scores had significantly higher 3-year recurrence-free survival rates(82.7%vs.60.4%in the training set and 78.9%vs.53.8%in the validation set)and 3-year overall survival rates(78.9%vs.60.2%in the training set and 79.3%vs.50.0%in the validation set)than those with low Rad scores(P<0.05).Conclusions:The CT radiomics prediction model effectively predicted the pathological response and prognosis of patients with LAGC after neoadjuvant immunotherapy combined with chemotherapy and is ex-pected to serve as a practical clinical tool.
2.Construction of a predictive model for efficacy of neoadjuvant immunotherapy combined with chemotherapy in gastric cancer based on CT radiomics
Huo JUNJIE ; Chen FENGJU ; Duan YINGXIN ; Li MAN ; Shen LIJIE ; Wu YONGCUN ; Wang LIJUN
Chinese Journal of Clinical Oncology 2025;52(1):16-23
Objective:To investigate the value of a computed tomography(CT)radiomics-based model for predicting the efficacy of neoad-juvant immunotherapy combined with chemotherapy for locally advanced gastric cancer(LAGC).Methods:Data on 114 patients with LAGC who underwent radical surgery after neoadjuvant immunotherapy combined with chemotherapy at The Second Affiliated Hospital of Xingtai Medical College between June 2019 and June 2021 were retrospectively collected.These patients'data were divided into a training set(n=67)and a validation set(n=47)based on the time of admission.High-throughput features were extracted from baseline portal phase CT images of all patients,and the selected features were used to construct the radiomics prediction model.The predictive performance of the model was evaluated using receiver operating characteristic(ROC)and calibration curves.The prognostic ability of the model was assessed using Kaplan-Meier curves.Results:Based on the maximum relevancy min-redundancy(mRMR)algorithm and least absolute shrinkage and selection operator(LASSO)regression model,5 out of 584 assessed features were incorporated into the radiomics(Rad)score.The respect-ive areas under the curve for predicting pathological complete response(pCR)in the training and validation sets were 0.865 and 0.830,re-spectively,and good fits were obtained(Hosmer-Lemeshow test:P>0.05).The optimal cut-off value for the Rad score was determined based on the Youden index.Patients with high Rad scores had significantly higher 3-year recurrence-free survival rates(82.7%vs.60.4%in the training set and 78.9%vs.53.8%in the validation set)and 3-year overall survival rates(78.9%vs.60.2%in the training set and 79.3%vs.50.0%in the validation set)than those with low Rad scores(P<0.05).Conclusions:The CT radiomics prediction model effectively predicted the pathological response and prognosis of patients with LAGC after neoadjuvant immunotherapy combined with chemotherapy and is ex-pected to serve as a practical clinical tool.
3.Prognostic nomogram for predicting lower limb venous thrombosis in patients after craniocerebral surgery
Zhiqiang GE ; Gang ZUO ; Qian XU ; Jiyao LIANG ; Yibin CHEN ; Junjie HUO ; Ming JIANG
Journal of Clinical Surgery 2024;32(7):701-705
Objective To explore the risk factors for lower limb venous thrombosis in patients after craniocerebral surgery,and establish a prognostic nomogram for the occurrence of lower limb venous thrombosis.Methods A total of 427 patients who underwent craniotomy for craniocerebral trauma and met the inclusion criteria in the First People's Hospital of Taicang from January 2018 to December 2020 were collected as training group,and the nomogram was drawn and verified internally.And 106 patients who underwent surgery from January 2021 to June 2021 were used as test group,and the model was externally verified set.The nomogram was established and internally validated with the data of the training group,and externally validated with the data of the test group.For the training group,multivariate Logistic regression analysis was performed by including all variables with P<0.05 in univariate analysis,and established the prognostic nomogram by R software.In the training group and the test group,the performance of the nomogram was verified by C-index,calibration chart and decision curve analysis respectively.Results In the training group of 427 people,107 had lower limb venous thrombosis,with an incidence rate of 25.1%.Among the 106 people in the test group,33 developed lower limb venous thrombosis,with an incidence rate of 31.1%.Multivariate logistic regression analysis showed that age,lower preoperative GCS score,postoperative lower limb muscle strength<3,hypertension,and diabetes were independent risk factors for the occurrence of lower limb vein thrombosis after craniocerebral surgery.The C-index of this nomogram in the training group and the test group was 0.837(95%CI:0.796-0.878)and 0.933(95%CI:0.886-0.979),respectively.Conclusion The nomogram including the age,preoperative GCS score,postoperative lower limb muscle strength<3,hypertension,and diabetes can predict the probability of lower limb vein thrombosis after craniocerebral surgery with convenient discrimination and clinical utility.
4.Impact of pembrolizumab combined with chemotherapy on angiogenesis and circulating endothelial cells in patients with advanced non-small cell lung cancer
Xi JIANG ; Yongcun WU ; Yan LIANG ; Li CHU ; Yingxin DUAN ; Lijun WANG ; Junjie HUO
Journal of International Oncology 2024;51(2):89-94
Objective:To explore the impact of pembrolizumab combined with chemotherapy on angiogenesis and circulating endothelial cells in patients with advanced non-small cell lung cancer (NSCLC) .Methods:The retrospective analysis of clinical data from 121 patients diagnosed with advanced NSCLC who were admitted to the Second Affiliated Hospital of Xingtai Medical College from August 2021 to January 2023 was conducted. These patients were divided into a control group ( n=57) and an observation group ( n=64) based on the designated treatment protocol. Specifically, individuals in the control group received standard chemotherapy (cisplatin+paclitaxel), while those in the observation group underwent penpilimab therapy in conjunction with conventional chemotherapy. The comparative assessment encompassed short-term clinical efficacy, quality of life, immune function parameters, angiogenic factors [including endostatin, insulin-like growth factor 1 (IGF-1), and vascular endothelial growth factor (VEGF) ], circulating endothelial cells, and adverse reactions within the two groups. Results:After 6 courses of treatment, the objective response rate [67.19% (43/64) vs. 49.12% (28/57) ] and disease control rate [87.50% (56/64) vs. 70.18% (40/57) ] in observation group were higher than those in control group, with statistically significant differences ( χ2=4.06, P=0.044; χ2=5.52, P=0.019). The quality of life score of observation group [ (56.77±6.81) points] was significantly higher than that of control group [ (47.73±8.23) points], with a statistically significant difference ( t=6.61, P<0.001) ; The T cell subgroup CD3 + levels [ (63.59±9.00) % vs. (53.06±8.80%), t=6.49, P<0.001], CD4 + levels [ (46.54±8.20) % vs. (30.74±7.32) %, t=11.13, P<0.001] and CD4 +/CD8 + ratio (1.90±0.36 vs. 1.21±0.28, t=11.66, P<0.001) in observation group were significantly higher than those in control group, with statistically significant differences; Endostatin in observation group [ (48.99±3.43) μmol/L] was significantly higher than that in control group [ (31.35±3.87) μmol/L], with a statistically significant difference ( t=26.58, P<0.001), IGF-1 [ (102.31±20.35) μg/L vs. (134.98±19.02) μg/L] and VEGF [ (31.70±4.32) pg/ml vs. (58.71±5.99) pg/ml] were significantly lower in observation group than those in control group, with statistically significant differences ( t=18.73, P<0.001; t=28.14, P<0.001). The number of circulating endothelial cells in observation group [ (58.77±10.03) /ml] was significantly lower than that in control group [ (87.01±8.01) /ml], with a statistically significant difference ( t=17.20, P<0.001). During treatment, there were no statistically significant differences in the incidence of gastrointestinal reaction ( χ2=0.01, P=0.908), leukopenia ( χ2=0.64, P=0.424), thrombocytopenia ( χ2=0.28, P=0.597), anemia ( χ2=1.66, P=0.197), nephrotoxicity ( χ2=0.64, P=0.424), skin rash ( χ2=1.33, P=0.249) between the two groups. Conclusion:The combination therapy of pembrolizumab and chemotherapy for the treatment of advanced NSCLC has demonstrated noteworthy effectiveness. This regimen has the potential to enhance patients' immune functionality, ameliorate their overall quality of life, suppress angiogenesis, and exhibits a commendable profile of safety and reliability.
5.Hemodynamic simulation study of tandem carotid artery stenosis
Junjie CAO ; Zhichao YAO ; Guijun HUO ; Zhanao LIU ; Yao TANG ; Jian HUANG ; Dayong ZHOU ; Liming SHEN
Journal of Interventional Radiology 2024;33(2):150-155
Objective By using the computational fluid mechanic(CFD)method the tandem carotid artery stenosis(TCAS)was simulated on the model,and to compare the postoperative hemodynamic changes of different surgical procedures.Methods One patient with tandem stenosis of internal carotid artery(ICA)and common carotid artery(CCA)was selected.CFD technique was used to establish four three-dimensional(3-D)models of the carotid bifurcations,including one model of a real patient and three models of presumptive surgery.The hemodynamic analysis was performed with these models so as to explore the development mechanism of TCAS and to discuss the selection of suitable surgical plan.Results In tandem stenosis,the stenosis was preferentially formed in CCA and subsequently led to ICA stenosis.The local hemodynamic situation in TCAS was more complex and more risky than in single carotid artery stenosis.In tandem stenosis,the treatment of one stenosis site would affect the blood flow at the next stenosis site and cause restenosis or plaque rupture.Conclusion In treating patients with TCAS,CFD simulation examination should be performed when the surgical plan is formulated,which can help clinicians to predict the postoperative changes in blood flow and to choose the appropriate surgical plan.
6.The diagnosis and therapy for severe ulcerative colitis with intestinal perforation by the cooperation of multidisciplinary team
Junjie REN ; Junzhi GUO ; Yunqin YIN ; He HUANG ; Xiaolong CUI ; Ning LI ; Lijuan HUO
Chinese Journal of Inflammatory Bowel Diseases 2022;06(3):271-274
This article reports a case of severe ulcerative colitis (SUC) . On the basis of excluding the opportunistic infection, the patients failed in hormone therapy with following intestinal perforation, and received emergency surgery finally. After the surgery, the main treatment discussed by the cooperation of multidisciplinary team (MDT) was enteral nutritional support therapy with rectal anti-inflammatory therapy as adjunctive treatment, and ileal pouch anal anastomosis was performed at selected time. The patient achieved a good quality of life. The case analysis combined with literatures was conducted in order to explore the MDT diagnosis and treatment strategies of SUC.
7.The diagnosis and therapy for severe ulcerative colitis with intestinal perforation by the cooperation of multidisciplinary team
Junjie REN ; Junzhi GUO ; Yunqin YIN ; He HUANG ; Xiaolong CUI ; Ning LI ; Lijuan HUO
Chinese Journal of Inflammatory Bowel Diseases 2022;06(3):271-274
This article reports a case of severe ulcerative colitis (SUC) . On the basis of excluding the opportunistic infection, the patients failed in hormone therapy with following intestinal perforation, and received emergency surgery finally. After the surgery, the main treatment discussed by the cooperation of multidisciplinary team (MDT) was enteral nutritional support therapy with rectal anti-inflammatory therapy as adjunctive treatment, and ileal pouch anal anastomosis was performed at selected time. The patient achieved a good quality of life. The case analysis combined with literatures was conducted in order to explore the MDT diagnosis and treatment strategies of SUC.
8.Clinical value of digital information coplanar template in seed implantation for the treatment lung cancers
Xiaodong HUO ; Bin HUO ; Qiang CAO ; Huixing WANG ; Lei WANG ; Guangjun ZHENG ; Haitao WANG ; Junjie WANG ; Shude CHAI
Chinese Journal of Radiological Medicine and Protection 2021;41(1):19-25
Objective:To explore the value of digital information line mark coplanar template (also referred to as the line mark template) in 125I radioactive seed implantation for the treatment of lung cancers. Methods:A retrospective analysis was conducted for 58 cases of lung cancers who were treated with template-assisted seed implantation in Oncology Department of the Second Hospital of Tianjin Medical University from Aug 2017 to May 2019.Line mark templates were adopted for 30 cases (the line mark template group) and general standard coplanar templates (also referred to as the general template) were used for 28 cases (the general template group). Pre-plan and post-implant parameters were compared, including the minimum prescription dose delivered to 90% of target volume ( D90), minimum peripheral dose (MPD), mean percentages of volume receiving 100%, 150% and 200% of the prescription doses ( V100, V150 and V200), external index (EI), conformity index (CI), and homogeneity index (HI) of target volume.The operation duration was also compared between the two groups. Results:There was no statistical difference between pre-plan and post-implant D90, MPD, V100, V150 and V200 in the line mark template group ( P>0.05). There was also no statistical difference between pre-plan and post-implant D90, MPD, V100, V150 and V200 of the general template group ( P>0.05). The operation duration of the line mark template group and the general template group was (44.3±12.4) and (60.0±12.8) min, respectively ( t=-3.03, P<0.05). Conclusions:The use of template-assisted seed implantation can accurately achieve preoperative planning, while the line mark template shortens the operation duration and thus improves the tolerance of patients.
9.Dosimetric study of coplanar template-assisted and CT-guided 125I seed implantation in the treatment of local recurrence of lung cancers
Xiaodong HUO ; Bin HUO ; Qiang CAO ; Huixing WANG ; Lei WANG ; Guangjun ZHENG ; Haitao WANG ; Junjie WANG ; Shude CHAI
Chinese Journal of Radiological Medicine and Protection 2021;41(1):26-30
Objective:To evaluate the pre- and post-implantation dosimetric consistency and efficacy of CT-guided 125I radioactive seed implantation for the treatment of the local recurrence of lung cancers under the assistance of a universal coplanar template (also referred to as the universal template). Methods:This study involved 38 patients with a local recurrence of non-small cell lung cancers who received universal template-assisted 125I radioactive seed implantation in the Second Hospital of Tianjin Medical University from Jan 2009 to Dec 2015.Preoperative planning was carried out before implantation, and the prescription dose was 110 Gy.The paired T-test was adopted for cooperation between intraoperative verification result and pre-plan values of the dosimetric parameters including minimum peripheral dose (MPD), the minimum prescription doses delivered to 90% and 100% of the target volume ( D90 and D100), conformity index (CI), external index (EI), and homogeneity index (HI). The efficacy was evaluated at the 6th month after implantation according to the RECIST 1.1 (Response Evaluation Criteria in Solid Tumors). Results:All patients successively received the seed implantation.The pre-plan and post-implant dosimetric parameters were as follows: MPD (222.7±26.2), (227.74±29.8) Gy; D90(130.8±13.6), (134.8±12.8) Gy; D100 (106.4±10.6), (110.7±11.8) Gy, CI ( 0.75±0.06), (0.74±0.04), EI(22.7±5.8)%, (24.3±4.8)%; HI(36.8±4.7)%, (37.2±5.3)%, the mean irradiation dose of hearts (19.3±7.2), (21.3±6.8) Gy( P> 0.05). The median follow-up period was 22.5 months (8-98 months). The median survival was 21 months (95% CI, 7.4-34.6), and the 2-year overall survival (OS), progression-free survival (PFS), and local control (LC) rate were 47.4%, 39.5%, and 83.5%, respectively. Conclusions:The universal template-assisted and CT-guided 125I radioactive seed implantation in the treatment of postoperative local recurrence of non-small cell lung cancers can achieve the goal of the preoperative TPS planning during the operation and achieve good efficacy.It is a minimally invasive, accurate, safe and effective therapy.
10.125I seed implantation for early stage non-small cell lung cancer—analysis of clinical efficacy and prognosis factors
Zhe JI ; Bin HUO ; Chao XING ; Yanli MA ; Zhe WANG ; Yuqing SONG ; Kaixian ZHANG ; Ruoyu WANG ; Shude CHAI ; Junjie WANG
Chinese Journal of Radiological Medicine and Protection 2021;41(1):31-36
Objective:To analyze the efficacy and safety of radioactive 125I seed implantation in the treatment of unresectable early-stage non-small cell lung cancer (NSCLC), in order to provide data for clinical practice and relevant research. Methods:A retrospective study was conducted on the data of 39 patients with early-stage NSCLC who received CT-guided radioactive 125I seed implantation from Dec 2010 to Dec 2018 in multiple hospitals.The seed implantation process consisted of preoperative planning and design, CT-guided puncture, seed implantation, and postoperative evaluation and dose verification.The efficacy and complications of the treatment were analyzed.The clinical efficacy was evaluated by adopting the Response Evaluation Criteria in Solid Tumors (RECIST) (v1.1) and the adverse reactions were evaluated using the Common Terminology Criteria for Adverse Events (CTCAE v4.0). Results:All the patients were 70 years old on average (51-85). The median lesion diameter was 2.7 cm (1.1-6.0 cm), the median seed activity was 0.7 mCi (0.6-0.8 mCi), while the median follow-up duration was 29 months (3-97 months). Meanwhile, the 1-, 3-, and 5-year overall local control rates were 89.5%, 79%, and 79%, respectively, and the 1-, 3-, and 5-year overall survival rates were 100%, 74.8%, and 49.9%, respectively.Local recurrence and distant metastasis were the main causes of failure, accounting for 17.9% (7 cases) each.The incidence of pneumothorax was 56.4% (22 cases), among which nine cases (23.1%) required invasive closed thoracic drainage.Only 1 case of grade-2 radiation pneumonia (2.6%) was observed, with no other adverse reactions such as dermatoses, esophagitis, or myelitis being discovered.As indicated by univariate analysis, the patients with KPS scores of 80-90, pathological type of adenocarcinoma, T stage of T 1-2, and D90>180 Gy exhibited better local control ( χ2=6.202, P<0.05). Meanwhile, high D90 was also associated with a higher survival rate ( χ2=6.907, P<0.05). Conclusions:Radioactive 125I seed implantation is a safe and effective treatment for unresectable early-stage NSCLC.In cases where external beam radiotherapy is not available, radioactive 125I seed implantation can be considered as one of the treatment options.Pneumothorax is the most common complication of radioactive 125I seed implantation, and adenocarcinoma (pathological type) and higher values of D90 are predictors of better local control.

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