1.Intra-and peri-tumoral radiomics model for predicting the response to concurrent chemoradiotherapy in cervical squamous cell carcinoma based on dynamic contrast-enhanced MRI
Yaying SU ; Dan ZHAO ; Zhiying PANG ; Fei YANG ; Shujun CUI
Journal of Practical Radiology 2024;40(3):411-416
Objective To investigate the correlation between intra-and peri-tumoral radiomics features and the response to con-current chemoradiotherapy(CCRT)in cervical squamous cell carcinoma,and to explore the difference of predictive performance between 2D and 3D radiomics models.Methods The imaging data of 132 patients were analyzed retrospectively and randomly divided into training set(n=92)and validation set(n=40).Radiomics features were extracted based on the dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI),the correlation analysis and least absolute shrinkage and selection operator(LASSO)algorithm were used for dimensionality reduction and screening,then the radiomics score was calculated and the logistic model was constructed.The receiver operating characteristic(ROC)curve,internal validation of Bootstrap and Brier score were used to evaluate the discrimina-tion and calibration of the model,and the improvement in predictive performance of 3D model compared with 2D model was evaluated by the integrated discrimination improvement(IDI).Results In the training set,the ROC curve showed that the area under the curve(AUC)of the models(2D-intratumoral,3D-intratumoral,3D-peritumoral,3D-combined)ranged from 0.774 to 0.893.The internal validation of Bootstrap showed the AUC were 0.772,0.860,0.847 and 0.888,respectively,while in the validation set,the AUC were 0.757,0.849,0.824 and 0.887,respectively.The Brier scores indicated that the models were well calibrated.In the training set and the validation set,the IDI values were 0.155 and 0.179,respectively,and the differences were statistically significant(P<0.05).Conclusion The radiomics analysis based on the tumor volume can fully explore the tumor heterogeneity.The intra-and peri-tumoral radiomics combined model shows the best predictive performance,which is important to assist clinicians in developing individualized therapies.
2.Preparation and characterization of 3D plant-based scaffold based on decellularization method in liver tissue engineering
Jingjing HU ; Songlin HE ; Daxu ZHANG ; Shuo ZHAO ; Xiaonan SHI ; Weilong LI ; Shujun YE ; Jingyi WANG ; Quanyi GUO ; Li YAN
Chinese Journal of Tissue Engineering Research 2024;28(29):4645-4651
BACKGROUND:Tissue engineering has brought new hope to the clinical challenge of liver failure,and the preparation of plant-derived decellularized fiber scaffolds holds significant importance in liver tissue engineering. OBJECTIVE:To prepare apple tissue decellularized scaffold material by using fresh apple slices and a solution of sodium dodecyl sulfate,and assess its biocompatibility. METHODS:Fresh apples were subjected to decellularization using phosphate buffer saline and sodium dodecyl sulfate solution,separately.Afterwards,the decellularized apple tissues and apple decellularized scaffold materials were decontaminated with phosphate buffer saline.Subsequently,scanning electron microscopy was used to assess the effectiveness of decellularization of the apple materials.Adipose-derived mesenchymal stem cells were extracted from the inguinal fat BALB/C of mice,and their expression of stem cell-related markers(CD45,CD34,CD73,CD90,and CD105)was identified through flow cytometry.The cells were then divided into a scaffold-free control group and a scaffold group.Equal amounts of adipose-derived mesenchymal stem cells were seeded onto both groups.The biocompatibility of the decellularized scaffold with adipose-derived mesenchymal stem cells was evaluated using CCK-8 assay,hematoxylin-eosin staining,and phalloidine staining.Cell adhesion and growth on the scaffold were observed under light microscopy and scanning electron microscopy.Furthermore,the scaffold was subdivided into the non-induced group and the hepatogenic-induced group.Adipose-derived mesenchymal stem cells were cultured on the decellularized apple scaffold,and they were cultured for 14 days in regular culture medium or hepatogenic induction medium for comparison.Immunofluorescent staining using liver cell markers,including albumin,cytokeratin 18,and CYP1A1,was performed.Enzyme-linked immunosorbent assay was used to detect the secretion of alpha fetoprotein and albumin.Additionally,scanning electron microscopy was employed to observe the morphology of the induced cells on the scaffold,verifying the expression of liver cell-related genes on the decellularized scaffold material.Finally,the cobalt-60 irradiated and sterilized decellularized apple scaffolds were transplanted onto the surface of mouse liver and the degradation of the scaffold was observed by gross observation and hematoxylin-eosin staining after 28 days. RESULTS AND CONCLUSION:(1)The scanning electron microscopy results revealed that the decellularized apple scaffold material retained a porous structure of approximately 100 μm in size,with no residual cells observed.(2)Through flow cytometry analysis,the cultured cells were identified as adipose-derived mesenchymal stem cells.(3)CCK-8 assay results demonstrated that the prepared decellularized apple tissue scaffold material exhibited no cytotoxicity.Hematoxylin-eosin staining and phalloidine staining showed that adipose-derived mesenchymal stem cells were capable of adhering and proliferating on the decellularized apple tissue scaffold.(4)The results obtained from immunofluorescence staining and enzyme-linked immunosorbent assay revealed that adipose-derived mesenchymal stem cells cultured on the decellularized apple scaffolds exhibited elevated expression of liver-specific proteins,including albumin,alpha-fetoprotein,cytokeratin 18,and CYP1A1.These results suggested that they were induced differentiation into hepatocyte-like cells possessing functional characteristics of liver cells.(5)The decellularized apple scaffold implanted at 7 days has integrated with the liver,with partial degradation of the scaffold observed.By 28 days,the decellularized apple scaffold has completely degraded and has been replaced by newly-formed tissue.(6)The results indicate that the decellularized scaffold material derived from apple tissue demonstrates favorable biocompatibility,promoting the proliferation,adhesion,and hepatic differentiation of adipose-derived mesenchymal stem cells.
3.Effect of microwave on adenovirus capsid integrity and antigenicity of hexon protein in simulated infectious wastes
Kuo WANG ; Shujun DING ; Dandi LI ; Xiaobin YANG ; Zeming QIN ; Li ZHAO ; Liuying TANG
Chinese Journal of Experimental and Clinical Virology 2024;38(3):247-251
Objective:To investigate the effect of microwave on human adenovirus type 2 (HAdV-2) capsid protein in simulated infectious wastes.Methods:Droplets of HAdV-2 virus suspension were added to medical disposable gloves to simulate infectious waste, irradiated under different microwave conditions, the temperature change was recorded, and the irradiated viral supernatant was treated with Dnase I and detected by PCR and qPCR to determine the effect of microwave on the integrity of the viral capsid. ELISA was used to detect the effect of microwave irradiation on the structure of viral hexon protein. The virus was treated alone at the highest temperature during microwave irradiation to investigate whether there were non-thermal effects during microwave disinfection.Results:The maximum temperature during microwave irradiation was 76 ℃, and the PCR and qPCR result showed that Dnase I could significantly damage the viral nucleic acid after microwave irradiation, while the virus control group and heat treatment group were not significantly affected, indicating that microwave irradiation could destroy the integrity of the viral capsid. The result of ELISA showed that microwave irradiation could significantly weaken the binding ability of Hexon protein and antibody, and the result of heat treatment group were similar.Conclusions:Microwave irradiation can destroy the integrity of the HAdV-2 capsid and the structure of Hexon protein, in which the damage to the integrity of the capsid is mainly due to non-thermal effects, and the structural changes of hexon protein are mainly due to thermal effects.
4.Therapeutic Effect of Bushen Huoxue Prescription on Diuretic Resistance in Chronic Heart Failure
Yuchen SUN ; Yan ZHANG ; Wenhao YIN ; Shujun ZHAO ; Muchen ZHANG ; Guohua LIU ; Yaqin WANG ; Yilin ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(21):123-129
ObjectiveTo investigate the effects of Bushen Huoxue prescription on the cardiac function, inflammation, and quality of life of the patients with chronic heart failure resistant to diuretics. MethodA total of 78 patients who met the inclusion criteria were randomized into observation and control groups (39 cases). Both groups received standardized treatment for diuretic resistance in accordance with the guidelines. In addition, the observation group received Bushen Huoxue prescription. The cardiac function indicators, total response rate regarding symptom alleviation, exercise endurance, urine volume, body mass, quality of life, and levels of inflammatory cytokines were compared between the two groups before and after treatment. ResultBefore treatment, the two groups of patients showed no significant differences in terms of 24 h urine volume, body mass, 6 minute walk test (6MWT), Minnesota Living with Heart Failure Questionnaire (MLHFQ) score, N-terminal pro-B-type natriuretic peptide (NT-proBNP) level, left ventricular ejection fraction (LVEF), stroke volume (SV), and serum levels of interleukin-6 (IL-6), interleukin-4 (IL-4), and tumor necrosis factor-alpha (TNF-α). After treatment, the observation group outperformed the control group in terms of the response rates regarding traditional Chinese medicine symptom scores and New York Heart Association (NYHA) grading of cardiac function (P<0.05). After treatment, the body mass, MLHFQ score, and IL-6, TNF-α, and NT-proBNP levels decreased in both groups (P<0.05, P<0.01), and the observation group showed more significant decreases than the control group (P<0.05, P<0.01). Both groups showed increases in 24-h urine volume, 6MWT, LVEF, SV, and IL-4 after treatment (P<0.05, P<0.01), and the observation group showed more significant increases than the control group (P<0.05, P<0.01). ConclusionThe combination of Bushen Huoxue prescription with standardized treatment is effective in ameliorating the clinical symptoms of the patients with chronic heart failure resistant to diuretics. Moreover, it alleviates diuretic resistance and improves the cardiac function without causing obvious adverse reactions.
5.Clinical Efficacy and Effect on Inflammatory Cytokines of Huangjin Shuangshen Jiawei Granules in Treating Patients with Postoperative Anxiety and Depression After PCI for Coronary Heart Disease
Muchen ZHANG ; Yuchen SUN ; Yaqin WANG ; Shujun ZHAO ; Sanchun TANG ; Ju YIN ; Yilin ZHAO ; Yan ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(21):138-144
ObjectiveTo explore the clinical efficacy of Huangjin Shuangshen Jiawei (HJSSJW) granules in treating postoperative anxiety and depression after percutaneous coronary intervention (PCI) for coronary heart disease and the effects of this medicine on inflammatory cytokines. MethodNinety-four patients diagnosed with anxiety and depression after PCI were randomized into observation and control groups (47 cases) by the double-blind method. On the basis of conventional Western medical treatment, the observation group was treated with HJSSJW granules for 12 weeks, and the control group with the simulant of HJSSJW granules for 12 weeks. The two groups were compared in terms of Hamilton Anxiety and Depression Scales (HAMA-14, HAMD-24), Pittsburgh Sleep Quality Inventory (PSQI), Seattle Angina Score (SAQ), TCM symptom scores, traditional Chinese medicine (TCM) symptom score and response rate, serum levels of hypersensitive-C reactive protein (hs-CPR), tumor necrosis factor (TNF)-α, and interleukin (IL-6), and incidence of major adverse cardiovascular events (MACEs) and adverse reactions. ResultAfter treatment, both groups showed declined scores of HAMA-14, HAMD-24, and PSQI (P<0.05, P<0.01) and the observation group had lower scores of HAMA-14, HAMD-24, and PSQI than the control group (P<0.01). The scores of SAQ in both groups increased after treatment (P<0.01), and the observation group had higher score of each dimension than the control group (P<0.05). The TCM symptom scores decreased in both groups after treatment (P<0.01), and they were lower in the observation group than in the control group (P<0.05). The total response rate regarding TCM symptoms in the observation group was higher than that in the control group (χ2=9.225, P<0.01). After treatment, the levels of hs-CPR, IL-6, and TNF-α became lowered in both groups (P<0.01), and the observation group had lower levels of hs-CPR, IL-6, and TNF-α than the control group (P<0.05). The incidence of MACEs in the observation group was lower than that in the control group during the 90 d of the follow-up period (χ2=4.242, P<0.05). No adverse reactions associated with the use of HJSSJW granules were observed during the trial period. ConclusionHJSSJW granules can alleviate the bad mood, improve sleep, mitigate somatic symptoms, improve the quality of life, reduce inflammatory damage, and improve prognosis, being safe for clinical use in patients with postoperative anxiety and depression after PCI for coronary heart disease.
6.Trend of incidence rate of acute myocardial infarction in Tengzhou City, Shandong Province, from 2013 to 2021
Xin WANG ; Liyu ZHOU ; Yuluan XU ; Xinggui HAN ; Li CHENG ; Shujun YE ; Hongyu ZHU ; Jinguo HAN ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
Chinese Journal of Preventive Medicine 2024;58(10):1556-1561
The surveillance data of new cases of acute myocardial infarction (AMI) from January 1, 2013, to December 31, 2021, in Tengzhou City, Shandong Province, were used to analyze the incidence rate of AMI and its change trend among residents. The age and gender standardized incidence rate was calculated based on the 7th National Population Census 2020. The Cochran-Armitage trend test was used to analyze the trend of onset time and age. From 2013 to 2021, the crude and standardized incidence rate of total AMI in Tengzhou City declined from 130.07/100 000 and 161.12/100 000 to 76.15/100 000 and 72.77/100 000 ( Z=-13.785 and -20.822, both P<0.001). The crude and standardized incidence rates of males were higher than those of females. In 2016, males aged 45-54 years old and females aged 35-64 years old increased by 33.33%, 103.65%, 106.30%, and 95.75% compared to 2015, and the differences were statistically significant ( χ2=6.512, 4.965, 25.115, and 46.004, all P<0.05). The incidence rate of AMI in men aged<35 and 35-44 years old had an upward trend. From 2013 to 2021, the incidence rate of AMI decreased by 55.15% in urban areas and 36.59% in rural areas ( Z=-8.529 and -11.235, both P<0.001).
7.Multi-sequence MRI radiomics for predicting clinical stage of cervical squamous cell carcinoma
Dan ZHAO ; Zixin SHI ; Yaying SU ; Jiaojiao LI ; Shujun CUI
Chinese Journal of Interventional Imaging and Therapy 2024;21(10):607-612
Objective To explore the value of multi-sequence MRI radiomics for predicting clinical stage of cervical squamous cell carcinoma(CSCC).Methods Totally 190 patients with single CSCC confirmed by pathology were retrospectively collected.Among them,67 cases with International Federation of Gynecology and Obstetrics(FIGO)stage ⅠB—ⅡA were classified into early stage group,while 123 cases with FIGO ⅡB—ⅢC were enrolled in middle-late stage group.The patients were divided into training set(n=114,including 40 cases in early stage subgroup and 74 cases in middle-late stage subgroup)and test set(n=76,including 27 cases in early stage subgroup and 49 cases in middle-late stage subgroup)at the ratio of 6∶4.Single factor and logistic analyses were used to screen clinical relevant factors,and a clinical model was constructed.The best radiomics features of lesions were extracted and selected based on pre-treatment pelvic MR T2WI,diffusion-weighted imaging(DWI),dynamic contrast enhancement(DCE)-T1WI and all the three,respectively,and the radiomics models were constructed,including T2WI,DWI,DCE-TWI and combined sequences models,then a clinical-radiomics model was established based on clinical model and combined sequences model.The predictive efficacy of each model was evaluated by receiver operating characteristic curves,and the area under the curves(AUC)were calculated.The integrated discrimination improvement(IDI)index was also calculated to compare the diagnostic efficacy of each model in training set,and decision curve analysis(DCA)was used to evaluate their clinical value.Results Squamous cell carcinoma associated antigen in middle-late stage subgroup was higher than that in early stage subgroup in both training and test sets(both P<0.05),which was used to establish the clinical model.The AUC of clinical,T2WI,DWI,DCE-TWI,combined sequences and clinical-radiomics models for predicting clinical stage of CSCC was 0.66,0.71,0.78,0.81,0.88 and 0.89 in training set,respectively,which was 0.62,0.64,0.72,0.73,0.77 and 0.76 in test set,respectively.In training set,the predictive efficacy of clinical-radiomics model was higher than that of combined sequences model(IDI=0.19,P<0.05),both higher than that of the rest models(IDI=0.19-0.47,all P<0.05).When the thresholds were 0.02-1.00 and 0.05-1.00,combined sequences and clinical-radiomics models had higher clinical net benefits in training set.Conclusion Multi-sequence MRI radiomics could effectively predict clinical stage of CSCC,and combining clinical data could improve its diagnostic efficacy.
8.Trend of incidence rate of acute myocardial infarction in Tengzhou City, Shandong Province, from 2013 to 2021
Xin WANG ; Liyu ZHOU ; Yuluan XU ; Xinggui HAN ; Li CHENG ; Shujun YE ; Hongyu ZHU ; Jinguo HAN ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
Chinese Journal of Preventive Medicine 2024;58(10):1556-1561
The surveillance data of new cases of acute myocardial infarction (AMI) from January 1, 2013, to December 31, 2021, in Tengzhou City, Shandong Province, were used to analyze the incidence rate of AMI and its change trend among residents. The age and gender standardized incidence rate was calculated based on the 7th National Population Census 2020. The Cochran-Armitage trend test was used to analyze the trend of onset time and age. From 2013 to 2021, the crude and standardized incidence rate of total AMI in Tengzhou City declined from 130.07/100 000 and 161.12/100 000 to 76.15/100 000 and 72.77/100 000 ( Z=-13.785 and -20.822, both P<0.001). The crude and standardized incidence rates of males were higher than those of females. In 2016, males aged 45-54 years old and females aged 35-64 years old increased by 33.33%, 103.65%, 106.30%, and 95.75% compared to 2015, and the differences were statistically significant ( χ2=6.512, 4.965, 25.115, and 46.004, all P<0.05). The incidence rate of AMI in men aged<35 and 35-44 years old had an upward trend. From 2013 to 2021, the incidence rate of AMI decreased by 55.15% in urban areas and 36.59% in rural areas ( Z=-8.529 and -11.235, both P<0.001).
9.Interference with Gal-1 inhibits EMT and migration of human breast cancer MDA-MB-231 cells via TGF-β pathway
Shizhong REN ; Xuyong QIN ; Guoli ZHOU ; Wei ZHAO ; Shujun CAO ; Zhenyu MIAO ; Chengping LI
Chinese Journal of Pathophysiology 2024;40(6):1078-1084
AIM:To explore the effect and mechanism of the interfering Gal-1 on epithelial-mesenchymal transition(EMT),migration and proliferation in MDA-MB-231 cells via transforming growth factor-β(TGF-β)pathway.METHODS:The stable cell lines(shGal-1)which Gal-1 expression were inhibited completely and their control cell lines were used as experimental cells.Western blot assay was used to detect the effects of shGal-1 on EMT process of MDA-MB-231 cells after TGF-β treatment;The effect of shGal-1 on cell migration and invasion after TGF-β treatment was verified by cell scratch and transwell test;The effect of shGal-1 on the TGF-β pathway related proteins were detected by western blot;Finally,the effect of shGal-1 on cell proliferation was detected by MTT and western blot.RESULTS:shGal-1 inhib-ited TGF-β-mediated EMT in MDA-MB-231 cells and regulated phosphorylation of pathway signaling molecules(ERK,AKT and GSK3β);shGal-1 could inhibit the proliferation of MDA-MB-231 cells.CONCLUSION:shGal-1 can inhibit the TGF-β-mediated EMT,migration and proliferation of MDA-MB-231 cells.
10.Temporal trend of cerebral hemorrhage mortality rate in Tengzhou, Shandong Province from 2013 to 2021
Li CHENG ; Chuanxin TIAN ; Yuluan XU ; Hongyu ZHU ; Shujun YE ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
International Journal of Cerebrovascular Diseases 2023;31(7):497-505
Objective:To investigate the temporal trend of the mortality rate of intracerebral hemorrhage (ICH) among residents with different characteristics during the comprehensive prevention and control of hypertension in Tengzhou, Shandong Province from 2013 to 2021.Methods:Comprehensive prevention and control of hypertension was conducted in Tengzhou, Shandong Province from 2013 to 2021. ICH mortality rate was calculated from January 1, 2013 to December 31, 2021. ICH mortality monitoring data from Tengzhou, Shandong Province was used to analyze the temporal trend of ICH mortality among residents with different characteristics. The registered residence population came from the Public Security Bureau of Tengzhou, Shandong Province. The age and gender standardized mortality rate was calculated based on the data of China's seventh population census in 2020. The temporal and age trends of mortality were analyzed using Cochran Armitage Trend Tests.Results:From 2013 to 2021, the overall crude and standardized mortality rates of ICH in Tengzhou, Shandong Province decreased from 50.51/100 000 and 63.21/100 000 to 17.51/100 000 and 16.74/100 000, respectively ( Z=-11.013 and -15.426, P<0.001), with an average annual mortality rate decrease of 12.41% and 15.30%, respectively. The overall crude and standardized mortality rates in 2017 peaked compared to 2016, mainly due to an increase of 32.94% and 30.92% in male ICH crude and standardized mortality rates, respectively ( χ2=12.328 and 15.854, P<0.05). The mortality rate of ICH increased with age, and the decreasing trend over time became increasingly evident with age. The mortality rate of ICH in the ≥65 year old age group decreased by 77.94% over 9 years ( Z=-14.065, P<0.001). In 2017, the mortality rate of ICH in the male age group ≥65 years old and female 45-54 years old increased by 31.13% and 125.79% compared to 2016 respectively, there were statistically significant differences ( χ2=8.877 and 5.421, P<0.05). In 2021, the mortality rates of urban and rural ICH decreased by 93.22% and 46.40% compared to 2013, respectively ( Z=-13.279 and -5.393, P<0.001), with an average annual decrease of 28.56% and 7.50%, respectively. The ICH mortality rate in rural areas increased by 30.54% in 2017 compared to 2016 ( χ2=16.086, P<0.001); after 2018, the mortality rate of ICH began to be higher than that of urban areas ( χ2=33.400 and 67.305, P<0.001). Conclusions:The ICH mortality rate in Tengzhou, Shandong Province has shown a significant downward trend over time, with male mortality rate higher than female mortality rate and rural mortality rate higher than urban areas. This suggests that the key attention should be paid to both male and rural areas.

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