1.Clinical and CT radiomics features for predicting microsatellite instability-high status of gastric cancer
Pengchao ZHAN ; Liming LI ; Dongbo LYU ; Chenglong LUO ; Zhiwei HU ; Pan LIANG ; Jianbo GAO
Chinese Journal of Medical Imaging Technology 2024;40(1):77-82
Objective To observe the value of clinical and CT radiomics features for predicting microsatellite instability-high(MSI-H)status of gastric cancer.Methods Totally 150 gastric cancer patients including 30 cases of MSI-H positive and 120 cases of MSI-H negative were enrolled and divided into training set(n=105)or validation set(n=45)at the ratio of 7∶3.Based on abdominal vein phase enhanced CT images,lesions radiomics features were extracted and screened,and radiomics scores(Radscore)was calculated.Clinical data and Radscores were compared between MSI-H positive and negative patients in training set and validation set.Based on clinical factors and Radscores being significant different between MSI-H positive and negative ones,clinical model,CT radiomics model and clinical-CT radiomics combination model were constructed,and their predictive value for MSI-H status of gastric cancer were observed.Results Significant differences of tumor location and Radscore were found between MSI-H positive and negative patients in both training and validation sets(all P<0.05).The area under the curve(AUC)of clinical model,CT radiomics model and combination model for evaluating MSI-H status of gastric cancer in training set was 0.760,0.799 and 0.864,respectively,of that in validation set was 0.735,0.812 and 0.849,respectively.AUC of clinical-CT radiomics combination model was greater than that of the other 2 single models(all P<0.05).Conclusion Clinical-CT radiomics combination model based on tumor location and Radscore could effectively predict MSI-H status of gastric cancer.
2.Risk factor research and risk prediction model establishment for early Q-T interval prolongation after acute myocardial infarction
Sifan LI ; Ying XIAO ; Dongbo WANG ; Sining LIU ; Yadong TANG ; Xuefeng TIAN
Chinese Journal of Primary Medicine and Pharmacy 2024;31(2):175-179
Objective:To establish a prediction model of risk factors for early Q-T interval prolongation after acute myocardial infarction (AMI), which helps prevent and reduce the occurrence of acute malignant events.Methods:This is a case-control study. A total of 100 patients with Q-T interval prolongation after AMI who received treatment at Heilongjiang Provincial Hospital from January 2018 to December 2022 were included in this study. An additional 100 patients without Q-T interval prolongation after AMI who concurrently received treatment in the same hospital were also included in this study. Two model groups, including model group 1 (with Q-T interval prolongation, n = 50) and model group 2 (without Q-T interval prolongation, n = 50), and two test groups, including test group 1 (with Q-T interval prolongation, n = 50) and test group 2 (without Q-T interval prolongation, n = 50), were designated. Logistic regression analysis was performed to construct a prediction model of risk factors for Q-T interval prolongation. The area under the receiver operating characteristic curve was determined to evaluate the prediction model. The value of the prediction model was validated in the test groups. Results:Multivariate logistic regression showed that female gender ( OR = 2.307, 95% CI: 0.09-0.91, P = 0.041) and heart failure ( OR = 3.087, 95% CI: 1.15-8.27, P = 0.025) were independent risk factors for early Q-T interval prolongation after AMI. The area under the receiver operating characteristic curve of the prediction model was 0.770, with a sensitivity of 84.0%, a specificity of 66.0%, the Jordan index of 0.44, and the corresponding optimal critical value of 0.43. This indicates good fit of the model. Conclusion:Female gender and heart failure are independent risk factors for early Q-T interval prolongation after AMI. The model constructed based on the above-mentioned risk factors fits well and has a high predictive value, which helps reduce the occurrence of early Q-T interval prolongation after AMI.
3.Neuronal plasticity changes in the central amygdala and prelimbic cortex network in mice with chronic unpredictable mild stress-induced depression
Dongbo LIU ; Zewen CHEN ; Yun WANG ; Xinpeng LI ; Pengyu ZHAO ; Haoxian ZHENG
Journal of Southern Medical University 2024;44(11):2082-2091
Objective To explore the relationship between alterations of neural network plasticity and spatial learning and memory functions in mouse models with depression-like behaviors.Methods C57Thy1-YFP/GAD67-GFP mice were randomized into control group(with no treatment)and chronic unpredictable mild stress(CUMS)group(n=15)subjected to CUMS for 8 weeks.Depression-like behaviors of the mice were assessed using sucrose preference test,open field test,and forced swimming test,and their spatial learning and memory abilities were evaluated using Morris water maze test.The changes in the firing patterns of different neuronal subtypes were detected in the central nucleus of the amygdala(CeA)and the prelimbic cortex(PrL)using whole-cell patch-clamp technique.Results Compared with the control mice,CUMS mice showed significantly decreased sucrose preference,total distance moved,number of grid-crossings,entries into the central area,and time spent in the central area in the open field test(P<0.01).In the forced swimming test,CUMS mice exhibited obviously shortened time of struggling,swimming,and climbing with increased immobility time.In Morris water maze test,CUMS mice showed significantly increased escape latency and path length,decreased percentage of distance and swimming time within the target quadrant,and increased first entry latency into the target zone and swimming time within the opposite quadrant.Exposure to CUMS resulted in significantly enhanced energy barrier and increased absolute refractory period and inter-spike interval of glutamatergic neurons in the CeA and GABAergic neurons in the PrL,while the opposite changes were observed in GABAergic neurons in the CeA and glutamatergic neurons in the PrL.Conclusion CUMS-induced depression may lead to plastic changes in the excitatory and inhibitory neuronal networks within the CeA and PrL to cause impairment of spatial learning and memory abilities in mice.
4.Neuronal plasticity changes in the central amygdala and prelimbic cortex network in mice with chronic unpredictable mild stress-induced depression
Dongbo LIU ; Zewen CHEN ; Yun WANG ; Xinpeng LI ; Pengyu ZHAO ; Haoxian ZHENG
Journal of Southern Medical University 2024;44(11):2082-2091
Objective To explore the relationship between alterations of neural network plasticity and spatial learning and memory functions in mouse models with depression-like behaviors.Methods C57Thy1-YFP/GAD67-GFP mice were randomized into control group(with no treatment)and chronic unpredictable mild stress(CUMS)group(n=15)subjected to CUMS for 8 weeks.Depression-like behaviors of the mice were assessed using sucrose preference test,open field test,and forced swimming test,and their spatial learning and memory abilities were evaluated using Morris water maze test.The changes in the firing patterns of different neuronal subtypes were detected in the central nucleus of the amygdala(CeA)and the prelimbic cortex(PrL)using whole-cell patch-clamp technique.Results Compared with the control mice,CUMS mice showed significantly decreased sucrose preference,total distance moved,number of grid-crossings,entries into the central area,and time spent in the central area in the open field test(P<0.01).In the forced swimming test,CUMS mice exhibited obviously shortened time of struggling,swimming,and climbing with increased immobility time.In Morris water maze test,CUMS mice showed significantly increased escape latency and path length,decreased percentage of distance and swimming time within the target quadrant,and increased first entry latency into the target zone and swimming time within the opposite quadrant.Exposure to CUMS resulted in significantly enhanced energy barrier and increased absolute refractory period and inter-spike interval of glutamatergic neurons in the CeA and GABAergic neurons in the PrL,while the opposite changes were observed in GABAergic neurons in the CeA and glutamatergic neurons in the PrL.Conclusion CUMS-induced depression may lead to plastic changes in the excitatory and inhibitory neuronal networks within the CeA and PrL to cause impairment of spatial learning and memory abilities in mice.
5.Deep learning model based on PET/CT and combination with Cox proportional hazard model for predicting progression of lung invasive adenocarcinoma after surgery
Yingci LI ; Dongbo WU ; Feifei GONG
Chinese Journal of Medical Imaging Technology 2024;40(8):1194-1198
Objective To observe the efficacy of deep learning(DL)model based on PET/CT and its combination with Cox proportional hazard model for predicting progressive disease(PD)of lung invasive adenocarcinoma within 5 years after surgery.Methods The clinical,PET/CT and 5-year follow-up data of 250 patients with lung invasive adenocarcinoma were retrospectively analyzed.According to PD or not,the patients were divided into the PD group(n=71)and non-PD group(n=179).The basic data and PET/CT findings were compared between groups,among which the quantitative variables being significant different between groups were transformed to categorical variables using receiver operating characteristic(ROC)curve and corresponding cut-off value.Multivariant Cox proportional hazard model was used to select independent predicting factors of PD of lung invasive adenocarcinoma within 5 years after surgery.The patients were divided into training,validation and test sets at the ratio of 6∶2∶2,and PET/CT data in training set and validation set were used to train model and tuning parameters to build the PET/CT DL model,and the combination model was built in serial connection of DL model and the predictive factors.In test set,the efficacy of each model for predicting PD of lung invasive adenocarcinoma within 5 years after surgery was assessed and compared using the area under the curve(AUC).Results Patients'gender and smoking status,as well as the long diameter,SUVmax and SUVmean of lesions measured on PET images,the long diameter,short diameter and type of lesions showed on CT were statistically different between groups(all P<0.05).Smoking(HR=1.787[1.053,3.031],P=0.031)and lesion SUVmax>4.15(HR=5.249[1.062,25.945],P=0.042)were both predictors of PD of lung invasive adenocarcinoma within 5 years after surgery.In test set,the AUC of PET/CT DL model for predicting PD was 0.847,of the combination model was 0.890,of the latter was higher than of the former(P=0.036).Conclusion DL model based on PET/CT had high efficacy for predicting PD of lung invasive adenocarcinoma within 5 years after surgery.Combining with Cox proportional hazard model could further improve its predicting efficacy.
6.Precise repair of small joint defect of hand with free second metatarsophalangeal joint tissue flap based on digital technology
Dongbo LIU ; Zaopeng HE ; Wei LI ; Xianwan LIAO ; Chunrong WEI ; Yudong ZHENG ; Difan ZENG ; Xianggui ZHOU
Chinese Journal of Microsurgery 2023;46(1):64-69
Objective:To explore the clinical effect of repairing interphalangeal joint defect of hand with free transfer of part of the 2nd metatarsophalangeal joint tissue flap precisely cut with the aid of digital 3D printing technology.Methods:From December 2016 to December 2020, 7 patients with partial joint defects of proximal interphalangeal joints of fingers were treated in Department of Hand and Foot Surgery, Shunde Hospital Affiliated to Guangzhou Medical University(Foshan Shunde Lecong Hospital). Before surgery, three-dimensional data of hand and foot bones were collected, and the 3D printing model was used to simulate the operation in vitro. During the operation, the first dorsal metatarsal artery-the 2nd dorsal metatarsal artery was used as the pedicle, and the 2nd metatarsophalangeal joint composite tissue flap with a required size was harvested with the assistance of the navigation template to tranfer and repair the small joint defects of hand. All 7 cases entered follow-up at outpatient and telephone. Results:All 7 cases survived. Postoperative follow-up was 3-24(mean 9.5) months, Range of motion of the repaired interphalangeal joint was (56 ± 6)°; According to the Evaluation Standard of Thumb and Finger Reconstruction Function of the Society of Hand Surgery of the Chinese Medical Association, 2 cases were excellent, 4 cases were good, and 1 case was poor.Conclusion:Transfer of the free 2nd metatarsophalangeal joint tissue flap assisted by 3D printing technology in repair of the small joint defect of the hand can accurately harvest the tissue flap, which is clinically reliable.
7.Clinical study of treating somatoform pain disorder with the combination of electroacupuncture and duloxetine
Yongsheng DONG ; Shuhong SUN ; Shuang XU ; Dongbo YU ; Wei LI ; Jue HONG
Journal of Acupuncture and Tuina Science 2023;21(3):210-216
Objective:To observe the clinical efficacy of treating somatoform pain disorder(SPD)with electroacupuncture(EA)at the Governor and Conception Vessel points plus duloxetine.Methods:Eighty-two SPD patients were randomly allocated to an observation group and a control group,with 41 cases in each group.The control group was intervened by oral administration of duloxetine hydrochloride enteric capsules at a dose of 60 mg per time once a day;based on the medication,the observation group received additional EA treatment by selecting points from the Governor and Conception Vessels.Clinical efficacy was evaluated after 8 weeks of treatments;changes in the scores of the short-form McGill pain questionnaire(SF-MPQ),self-report symptom inventory,symptom check list-90(SCL-90),Pittsburgh sleep quality index(PSQI),and generic quality of life inventory-74(GQOLI-74)were also compared.Results:After the intervention,the observation group surpassed the control group in comparing the total effective rate(P<0.05).The SF-MPQ score,SCL-90 somatization score,and PSQI score dropped notably in both groups after treatment,and the intra-group differences were statistically significant(P<0.05);the three scores were significantly lower in the observation group than in the control group(P<0.05).The GQOLI-74 score got an increase in each dimension in both groups after treatment,and the intra-group differences were also statistically significant(P<0.05);the GQOLI-74 dimension scores were all significantly higher in the observation group than in the control group(P<0.05).Conclusion:For patients with SPD,combining EA at the Governor and Conception Vessel points and duloxetine hydrochloride enteric capsules can markedly improve their clinical symptoms and quality of life.
8.A modified single-trunk venous flap in reconstruction of soft tissue defect in hand and foot: a report of 25 cases
Xianwan LIAO ; Zaopeng HE ; Wei LI ; Dongbo LIU ; Chunrong WEI ; Yudong ZHENG ; Difan ZENG ; Xianggui ZHOU
Chinese Journal of Microsurgery 2023;46(6):642-647
Objective:To explore the clinical effect of a modified single-trunk arterialised venous flap in reconstruction of soft tissue defect in hand and foot.Methods:From January 2019 to June 2022, 25 patients with soft tissue defect in hand and foot were treated in the Department of Hand and Foot Plastic Surgery of Lecong Hospital of Shunde in Foshan. The soft tissue defects were reconstructed with a venous flap, of which a single trunk of vein was ligated and then a blood flux of the flap was re-established via a modified single vein trunk. One patient had soft tissue defect in dorsal foot and toes, 3 patients had defects in dorsal hand, 3 patients had defects in 2 digits and 18 patients had defects in single-digit. The sizes of defects were 2.0 cm×1.0 cm-10.0 cm×4.5 cm. The sizes of flaps were 2.0 cm×1.0 cm-12.0 cm×5.5 cm. Donor sites of the 19 cases were directly sutured and 6 were covered by skin grafts. The postoperative follow-ups were conducted at outpatient clinics and via telephone reviews to observe the survival of flaps. Functional recovery of 23 cases whose soft tissue defects in hand were evaluated according to the Evaluation Standard of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association. The sensory recovery of flaps was evaluated according to the comprehensive flap scale.Results:All 25 single-trunk venous flaps survived successfully. There were small number of blisters on 5 flaps, due to tissue oedema. One patient lost in follow-up. The other 24 patients had 2-18 months of follow-up. The appearance of flaps was soft and thin, with wear-resistant. According to the Evaluation Standard of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, the function recovery were excellent in 12 cases, good in 9 cases and poor in 2 cases. Sensations of the flaps were 90-99 point with an average of 97 point according to the comprehensive flap scale, of which 22 flaps were in excellent and 2 in good.Conclusion:The method of ligation of single vein-trunk to make a arterialised venous flap is a simple surgical procedure. There are many selections of donor site with minimum damage. It is an effective method and with satisfactory outcomes.
9.Clinical efficacy of postoperative radiotherapy using shrinking field for patients with extremity soft tissue sarcoma
Changshun CHEN ; Rui YANG ; Dongbo LI ; Chunpeng FU ; Ruiping ZHANG
Chinese Journal of Radiation Oncology 2022;31(7):617-621
Objective:To investigate the effectiveness of postoperative radiotherapy using shrinking field for patients with extremity soft tissue sarcoma (STS), mainly focusing on the local control rate and adverse events.Methods:Clinical data of 49 extremity STS patients who received postoperative intensity-modulated radiotherapy in the First Hospital of Tsinghua University from October 2017 to March 2021 were retrospectively analyzed. Target volumes were contoured on CT and MRI fusion images. The tumor bed was defined as GTV tb, with 3 cm expansion in the longitudinal direction and 1.5 cm expansion in the radial direction to construct CTV (the target volume should be properly repaired according to the anatomical barrier, and the edema area around the tumor should be included). GTV tb and CTV were expanded in all directions by 0.5 cm to construct PTV1 and PTV2 respectively, at a dose of 95%PTV1 63-66 Gy, 95%PTV2 50-56 Gy,1.8-2.0 Gy/f. The dose of surgical volume should be given at 70 Gy for patients who had a microscopic positive margin. Results:The median follow-up time was 32.1 months (7.9-45.6 months). The 3-year local failure-free survival (LFFS), overall survival (OS)and distant metastasis-free survival (DMFS) were 91.7%,77.6% and 71.5%, respectively. Univariate analysis showed that patients with a microscopic positive margin were more likely to develop local recurrence ( P<0.05). The incidence of grade 2 or above wound complications, joint stiffness, fracture, edema and skin fibrosis were 2%, 4.1%, 2%, 8.2% and 26.5%, respectively. Conclusion:Postoperative radiotherapy with shrinking field provides excellent local control rate and low incidence of late adverse events in patients with extremity STS.
10.Screening of genes related to the prognosis of gastric cancer and the efficacy of 5-fluorouracil based on bioinformatics method
Changyu LI ; Shuangming LIN ; Dongbo XU
Cancer Research and Clinic 2022;34(9):654-660
Objective:To screen biomarkers related to the prognosis of gastric cancer and the efficacy of 5-fluorouracil based on the bioinformatics method.Methods:Gastric cancer datasets like GSE54129, GSE79973 and GSE51725 based on GPL570 platform were downloaded from Gene Expression Omnibus (GEO) database. Genes related to the overall survival (OS) of the top 500 gastric cancer patients were downloaded from GEPIA2 online gene expression profile.GEO2R was used to identify the differentially expressed genes (DEG) between gastric cancer tissues and adjacent normal tissues, STRING database was used to build protein-protein interaction networks (PPI) and to identify the key genes, the enrichment analysis of gene ontology (GO)and Kyoto Encyclopedia of Genes and Genomes (KEGG) was made by using OmicShare. Kaplan-Meier Plotter was used to calculate the value of key genes in predicting the OS of gastric cancer patients. All patients were divided into the high expression group and low expression group according to the optimal cut-off value of gene expression level.Results:A total of 59 DEG were screened, including 39 up-regulated genes and 20 down-regulated genes. The key up-regulated genes including homeodomain transcription factors 2(PITX2), hepatocyte growth factor (HGF), fibroblast growth factor 1 (FGF1), transforming growth factor β 2 (TGFB2), thromobospondin 1 (THBS1) were analyzed by using PPI. Survival analysis results showed that the OS of gastric cancer patients with low expression of FGF1, HGF, PITX2 and TGFB2 genes was better (all P < 0.01); the OS of gastric cancer patients with low expression of THBS1 gene was poor, while the difference was not statistically significant ( P > 0.05). The patients with low expression of RIEG1 gene who received 5-fluorouracil-based chemotherapy regimen had the better OS ( P < 0.01),while those with THBS1 and HGF low expression had the worse OS ( P < 0.05). It was found that key genes might promote the development of gastric cancer by participating in the regulation of TGF- β signaling pathway, Rap1 signaling pathway, MAPK signaling pathway, PI3K-Akt signaling pathway, Hippo signaling pathway, Ras signaling pathway and focal adhesion pathway. Conclusions:Bioinformatics analysis shows that the expressions of FGF1, HGF, PITX2 and TGFB2 genes are related to the prognosis of gastric cancer, and the expressions of RIEG1, THBS1 and HGF are related to the efficacy of 5-fluorouracil, which may be used as a predictive marker of fluorouracil chemosensitivity in patients with gastric cancer.

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