1.Value of MRI radiomics based on intratumoral and peritumoral heterogeneity in predicting spatial patterns of locally recurrent high-grade gliomas
Hanwei WANG ; Linlan ZENG ; Mimi ZHAO ; Xuan LI ; Huan XIE ; Xiaoguang LI ; Liang YI ; Yi WU ; Shunan WANG
Journal of Army Medical University 2025;47(14):1577-1586
Objective To establish and validate a multimodal MRI radiomics model based on intratumoral and peritumoral heterogeneity for prediction of spatial pattern of locally recurrent high-grade gliomas(HGGs).Methods A retrospective analysis was conducted on the clinical and imaging data of all HGGs patients who underwent maximum safe resection followed by postoperative radiotherapy combined with temozolomide treatment and experienced in local recurrence in Army Medical Center of PLA from 2012 to 2021.Two radiologists independently assessed the spatial patterns of locally recurrence HGGs through continuous follow-up MRI data,and primarily categorized the pattern into intra-resection cavity recurrence and extra-resection cavity recurrence.The subjected patients were randomly divided into a training set and a validation set in a 7∶3 ratio.In the training set,Pearson or Spearman correlation analysis and least absolute shrinkage and selection operator(LASSO)analysis were employed to screen radiomic features within the intratumoral and peritumoral regions,as well as to calculate radiomic scores.A radiomics model was established using logistic regression analysis.The performance of the model was assessed using calibration curves,Hosmer-Lemeshow goodness-of-fit test,and the area under the receiver operating characteristic curve(AUC).Validation of the model was performed in the validation set.Results A total of 121 patients with locally recurrent HGGs were enrolled in this study,including 54 in intra-resection cavity recurrence group and 67 in extra-resection cavity recurrence group.Among them,84 were assigned into the training set and 37 into the validation set.In the training set,the radiomics score for the extra-resection cavity recurrence group was 0.424(0.278,0.573),which was higher than that for the intra-resection cavity recurrence group[-0.030(-0.226,0.248),P<0.001].In the validation set,the radiomics score for the extra-resection cavity recurrence group was 0.369(0.258,0.487),which was higher than that for the intra-resection cavity recurrence group[0.277(0.103,0.322),P=0.033].The established radiomics model exhibited good calibration and performed well in predicting spatial recurrence patterns,with an AUC value of 0.844(95%CI:0.749~0.914)in the training set and 0.706(95%CI:0.534~0.844)in the validation set.Conclusion Our multimodal radiomics model combined with intratumoral and peritumoral heterogeneity can predict the spatial pattern of locally recurrent HGGs,providing a basis for individualized treatment of HGGs.
2.Therapeutic effect of sequential local injection of heterogeneic lymphocytes and autologus lymphocytes on transplanted hepatocarcinoma in mice
Bing XU ; Suqin HUANG ; Linlan WU ; Jianwei WEI ; Xiaomei YANG ; Zhiping ZHAO ; Yi CHEN ; Xiaozhi JIANG
Practical Oncology Journal 2018;32(6):493-497
Objective The aim of this study was to investigate the anti-tumor effect on sequential injection of heterogeneic lymphocyte(HL)and autogeneic lymphocyte(AL). Methods The HL was prepared by using CC3HF1 mice as feeders. CB6F1 mice were used as recipients,and Hepa1-6 cells were inoculated into the recepients′groin subcutis. A cryoprecipitate was extracted from mouse plasma by freeze-thaw method to prepare fibrin Glue(FG);FG was combined with HL or AL to be FG-HL or FG-AL. The experimental treatment consisted of two stages. At first stage(15 d),FG-HL were injected on the surface of the tumor-bearing tissue of the recipients as the experimental group,and FG-phosphate buffer saline(FG-PBS)were injected on the surface of the tumor-bearing tissue of the rest recipients as the control group. The immunological factors such as tumor cell killing rate of the spleen lym-phocytes and numbers of lymphocytes,CD8 +T and NK in the two groups were detected,respectively. At later stage(10 d),a part of mice were randomly selected from the experimental and control groups,and the lymphocytes( AL) were used to form FG-AL,which were injected on the surface of tumor-bearing tissues in the rest of mice. Tumors in mice of the two groups were compared for tumor volume and tumor inhibition rate. Results The tumor cell killing rate of AL in the experimental group(26. 70 ± 7. 22) was signifi-cantly higher than that in the control group(5. 70 ± 2. 68)(P<0. 01). Numbers of mouse spleen lymphocytes,CD8 +T cells and NK cells were significantly higher than the corresponding values of the control group(P<0. 05). After the two-stage treatment,the aver-age tumor volume of the experimental group[(1.20 ±0.33)cm3]was significantly smaller than that of control group[(2.05 ±0.37) cm3](P<0. 01). The tumor inhibition rate in the experiment group was 41. 5% when compared to the control group. Conclusion Local injections of FG-HL followed by FG-AL can significantly inhibit the growth of transplanted tumor in mice;it is expected to become an anti-tumor biological therapy.
3.Pig pancreas islets transplanted in an artificial cyst under capsule of liver for diabetic mellitus in rats
Bing XU ; Linlan WU ; Xiaomei YANG ; Suqin HUANG ; Kaimu WU
Chinese Journal of Organ Transplantation 2015;36(2):108-112
Objective To develop a new method of immune isolation for transplanting pig islets to rat to observe the effects on diabetic rats.Method Diabetes of rat was induced by streptozotocin.Pancreas of pig was digested with type V collagenase.The pig islets were purified by density gradient centrifugation.Insulin stimulation index of the purified pig islets was evaluated.Liver of the 18 diabetic rats and 6 normal rats was exposed by operation.Capsule at one edge of the liver lobe was cut apart and separated from liver parenchyma on both sides of the lobe.An artificial cyst was constructed by a cellulose ester (CE) dialysis bag with a ball of hollow fibers in the bag,and each end of the bag was closed by a thread.Each end of the bag was stuffed into the subcapsule of each side of the liver lobe.The thread at each end of the bag was passed through a hole of the capsule at other edge of the lobe and linked to each other around the lobe to hold the artificial cyst on the liver parenchyma.Middle part of the cyst (with the ball of hollow fibers in) was put between the cuts of capsule and under the skin.The collagen solution (pH 7.4) with pig islets (4000 IEQ) was injected into the subcapsule artificial cyst of 12 diabetic rats as experiment group.The collagen solution without pig islets was injected into the subcapsule artificial cyst of 6 diabetic rats and 6 normal rats as diabetes control group and normal control group respectively.The cut was sutured.The collagen solution became a collagen gel in the artificial cysts.At 8th week of the initial transplantation,the solution with pig islets (2000 IEQ) was injected percutaneously again into the subcapsule artificial cyst of each rat of the experiment group.Rats of the three groups were raised as usual,and the levels of fasting blood glucose were measured regularly.Result The insulin stimulation index of the purified pig islets was 2.2 ± 0.2.At 1st to 8th week of the initial transplantation,the levels of fasting blood glucose in the experiment group at every time point were lower significantly than those in the diabetes control group (P<0.01).At 13th week of the initial transplantation,there was no significant fibroplasia around the subcasule artificial cysts in the rats by visual observation.Conclusion CE dialysis bag in the liver capsule at 13th week did not show significant stimulation to the surrounding tissues.Pig islets isolated in the subcapsule artificial cyst of rats might live normally and perform hypoglycemic action.Pig islets could be percutaneously injected into the subcapsule artificial cyst.
4.Application of PDCA Cycle-based Quality Control System in ISO9001Standardization of Our Department
Jin YUAN ; Shujin ZHAO ; Bo JI ; Xinrong WU ; Linlan JIANG
China Pharmacy 2005;0(19):-
OBJECTIVE:To carry out the ISO9001standard quality control system in the department of pharmacy.METHODS:The procedures and methods of PDCA cycle(Plan-Do-Check-Action)were applied to our department's ISO9001quality authentication standardization.RESULTS:The application of PDCA cycle-based ISO9001standards proved to be successful in the standardization of our department.CONCLUTION:The ISO9001quality authentication following the PDCA cycle is effective.

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