1.Grey-scale ultrasound-based radiomics models for differentiating peripheral pulmonary adenocarcinoma and squamous cell carcinoma
Zezheng CHEN ; Lei HAO ; Lijing ZHU ; Jie ZHAO ; Xin ZHAO ; Bojuan WANG ; Jizheng TU ; Kai ZHANG ; Xinghua WANG
Chinese Journal of Medical Imaging Technology 2024;40(10):1529-1532
Objective To observe the efficacy of gray-scale ultrasound-based radiomics for differentiating peripheral pulmonary adenocarcinoma and squamous cell carcinoma.Methods Data of 88 patients with single peripheral lung adenocarcinoma and 58 patients with single peripheral lung squamous cell carcinoma proved pathologically with puncture biopsy and clearly visualized with lung ultrasound were retrospectively analyzed.The patients were divided into training set(n=103)and test set(n=43)at the ratio of 7:3.Based on gray-scale ultrasound of training set,radiomics features associated with differential diagnosis of peripheral lung adenocarcinoma and lung squamous cell carcinoma were extracted and screened.Using 4 different classifiers,including support vector machine(SVM),linear discriminant analysis(LDA),logistic regression(LR)and the least absolute shrinkage and selection operator combined with logistic regression(LASSO-LR),4 corresponding radiomics models were obtained,and the relative best models were selected according to their performances under 10-fold cross validation.The receiver operating characteristic curves were drawn,the areas under the curve(AUC)were calculated to evaluate the differentiating efficacy of each model,and DeLong test was used for the comparison.The differentiating accuracy of models were obtained under the best cutoff value with the maximum Youden index.Results The AUC of SVM,LDA,LR and LASSO-LR radiomics models for differentiating peripheral lung adenocarcinoma and lung squamous carcinoma in test set was 0.864,0.867,0.880 and 0.844,respectively,and no significant difference was found among 4 models(all P>0.05).Under the best cutoff value of each model,the corresponding accuracy of SVM,LDA,LR and LASSO-LR radiomics models for differentiating peripheral lung adenocarcinoma and lung squamous cell carcinoma was 86.05%,83.72%,88.37%and 86.05%,respectively.Conclusion Radiomics models based on gray-scale ultrasound could be used to differentiate peripheral lung adenocarcinoma and lung squamous cell carcinoma.
2.Diammonium glycyrrhizinate negatively regulates LPS-induced neuroinflamma-tory responses in BV2 microglia via TLR4/NF-κB signaling pathway
Jizheng CUI ; Yao MENG ; Pingping TANG ; Xiaobao ZHANG ; Zhongyuan ZHOU
Chinese Journal of Immunology 2024;40(10):2135-2140
Objective:To evaluate effect of diammonium glycyrrhizinate(DG)on lipopolysaccharide(LPS)-induced TLR4/NF-κB inflammatory signaling pathway in BV2 microglial cells and to explore its potential regulatory mechanisms on ameliorating neu-roinflammation.Methods:BV2 microglia injury model was induced by LPS and treated with 20 and 60 μmol/L DG.MTS was used to determine vitality of cells.NO level secreted by cells was detected by Griess.Inflammatory factors TNF-α,IL-6,and IL-1β levels in cell supernatant were measured by ELISA.TNF-α,IL-6,IL-1β,TLR4 and MyD88 mRNA levels were detected by RT-qPCR.Western blot was used to determine expressions of TLR4,MyD88,NF-κB,p-NF-κB,IκB-α and p-IκB-α proteins of cells.Results:Compared with control group,LPS-treated BV2 microglia had significantly lower viability(P<0.05),significantly higher NO secretion(P<0.05),significantly up-regulation levels of inflammatory factors TNF-α,IL-6 and IL-1β(P<0.05),and significantly higher mRNA levels of TNF-α,IL-6,IL-1β,TLR4 and MyD88(P<0.05),TLR4,MyD88,NF-κB,p-NF-κB,IκB-α,and p-IκB-α protein expressions were significantly increased(P<0.05).Compared with LPS group,BV2 microglia intervened with different concentrations of DG had significantly higher viability(P<0.05),significantly lower NO secretion(P<0.05),significantly lower TNF-α,IL-6 and IL-1β inflammatory factors levels(P<0.05),significantly lower mRNA levels of TNF-α,IL-6,IL-1β,TLR4 and MyD88(P<0.05),and TLR4,MyD88,p-NF-κB and p-IκB-α protein expressions were significantly reduced(P<0.05).Conclusion:DG can inhibit LPS-induced neuroinflammatory responses in microglia,whose underlying mechanism is suppression of TLR4/NF-κB signaling pathway.
3.Role of PHB2 in mitochondrial calcium dynamics and mitophagy
Yang FANG ; Wen DING ; Ziying JIAO ; Jizheng GUO ; Lesha ZHANG ; Bing SHEN
Chinese Journal of Pharmacology and Toxicology 2023;37(7):555-556
OBJECTIVE Mitochondria plays a crucial role in cellular homeostasis by regulating various pro-cesses,including calcium signaling and mitophagy.This study aimed to explore the involvement of prohibitin 2(PHB2),an inner mitochondrial membrane protein,in the modulation of mitochondrial calcium dynamics and mitoph-agy.METHODS HEK293T cells were used as the experi-mental cells and were divided into control,PHB2 knock-down,and PHB2 overexpression groups.To evaluate mitochondrial calcium dynamics,Rhod-2 AM and Mito-Tracker Green fluorescence dyesrhod-2 staining and laser confocal microscopy were employed to visualize mito-chondrial calcium imaging.Additionally,Green-5N was utilized to measure the rate of mitochondrial calcium uptake.The mitochondrial membrane potential was assessed using JC-10 staining and laser confocal micros-copy,while cellular ATP levels were determined using ATP assay kits.Furthermore,mitochondrial autophagy was induced by treatment with CCCP,and the expression lev-els of TOM20,LC3,and PARKIN,key mitophagy-related proteins,were analyzed using Western blotting.RESULTS The results demonstrated that compared to the control group,the overexpression of PHB2 increased mitochon-drial calcium concentration,mitochondrial calcium uptake rate,ATP level and expression levels of LC3 and PAR-KIN,but decreased mitochondrial membrane potential and TOM20 expression.In contrast,PHB2 knockdown reduced mitochondrial calcium concentration,ATP level and expression levels of LC3 and PARKIN,but elevated mitochondrial membrane potential,and TOM20 expres-sion.CONCLUSION This study provides evidence that PHB2 plays a vital role in regulating mitochondrial calci-um dynamics,which in turn influences mitochondrial func-tion and modulates mitochondrial autophagy.These find-ings contribute to our understanding of the molecular mechanisms underlying the interplay between PHB2,mitochondrial calcium signaling,and mitophagy.
4.Relationship between prognostic nutritional index and neutropenia after chemotherapy in patients with colorectal cancer
Jizheng TIAN ; Hong WANG ; Xiuling XU ; Yunshu WANG ; Yuanyuan SUN ; Xinlei DUAN ; Lei ZHANG ; Yuan GAO ; Ying ZHAO ; Qiuyan YU ; Xiaoyan CHEN
Cancer Research and Clinic 2019;31(6):386-389
Objective To investigate the relationship between prognostic nutritional index (PNI) and neutropenia after adjuvant chemotherapy in patients with colorectal cancer. Methods The clinical data of 44 patients with colorectal cancer performed adjuvant chemotherapy in Shunyi District Hospital from December 2014 to January 2018 were retrospectively analyzed, and the patients were divided into group A (grade 0-2 neutropenia) and group B (grade3-4 neutropenia) according to the degree of neutropenia. The serum albumin, peripheral lymphocyte counts, and neutrophil counts within 1 week before chemotherapy were collected, and the PNI was calculated. The chi-square test and rank sum test were used to compare the clinical data, body mass index (BMI), baseline neutrophil count, and PNI between the two groups. Logistic regression analysis was used to analyze the risk factors for neutropenia after chemotherapy. Results The baseline median neutrophil counts and median PNI in group A were 3.17×109/L [(1.38-7.79)×109/L] and 50.40 (37.40-57.05), and in group B were 2.54 ×109/L [(1.22-3.87) ×109/L] and 45.50 (37.95-50.95). The baseline neutrophil counts and PNI in group A were significantly higher than those in group B, the differences between the two groups were statistically significant (Z= -2.085, P= 0.037; Z= -2.615, P= 0.009). Logistic regression analysis showed that PNI was an independent risk factor for neutropenia after chemotherapy (HR=0.803, 95%CI 0.646-0.998, P= 0.048). Conclusion PNI has a certain role in predicting neutropenia after adjuvant chemotherapy in patients with colorectal cancer.
5.Dexmedetomidine alleviates cognitive dysfunction induced by tibial fracture in rats.
Jinwei ZHANG ; Xiaobao ZHANG ; Haitao QIAN ; Jizheng CUI ; Xiaoping GU
Journal of Southern Medical University 2019;39(3):292-297
OBJECTIVE:
To study the effect of dexmedetomidine (Dex) on cognitive dysfunction induced by tibial fracture in rats.
METHODS:
Sixteen male SD rats were randomized into control group and tibial fracture group, and the behavior indicators were measured on days 1, 3, 5 and 7 after tibial fracture and the expressions of CX3L1 protein and mRNA in the hippocampus were detected. Another 24 male SD rats were randomly divided into control group, tibial fracture group, and tibia fracture with CX3CL1 antibody group, and the behavior indicators and hippocampal CX3L1 protein expression were evaluated after corresponding treatments. In another experiment, we randomized 24 male SD rats into control group, tibial fracture group and tibial fracture with Dex treatment, and tested their hippocampal CX3L1 protein and mRNA expressions as well as the behavior indicators after the treatments.
RESULTS:
Compared with the control rats, the rats with tibial fracture spent significantly less time in the novel arm on days 1, 3, 5 and 7 after the fracture ( < 0.05) with obviously lowered expressions of CX3L1 protein and mRNA in the hippocampus ( < 0.05). In the rats with tibial fracture, treatment with CX3CL1 antibody further decreased the time spent in the novel arm ( < 0.05) and the expression level of CX3L1 protein in the hippocampus ( < 0.05); In contrast, treatment with Dex significantly increased the time spent time in the novel arm ( < 0.05) and enhanced the hippocampal expressions of CX3L1 protein and mRNA in rats with tibial fractures ( < 0.05).
CONCLUSIONS
Dex can alleviate cognitive dysfunction induced by tibial fracture in rats by increasing the expression of CX3CL1 in the hippocampus.
Animals
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Cognitive Dysfunction
;
Dexmedetomidine
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Hippocampus
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Male
;
Rats
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Rats, Sprague-Dawley
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Tibial Fractures
6.MSCT findings of airway-invasive pulmonary aspergillosis
Yun LI ; Liang ZHANG ; Lei YANG ; Henan LOU ; Zeguo WANG ; Shan BAO ; Jizheng LIN
Journal of Practical Radiology 2018;34(4):529-532
Objective To explore the MSCT features of airway-invasive pulmonary aspergillosis.Methods MSCT features of 27 cases of airway-invasive pulmonary aspergillosis confirmed by pathology or clinical experience were analyzed retrospectively.Results The lesions in 27 cases were distributed along the blood vessel and bronchus and located mainly in the upper and middle lung field in 19 cases.Multiple centrilobular nodules and tree-in-bud sign were found in 27 cases and bronchial wall thickening and patchy opacities around the bronchi were in 25 cases.Bronchiectasis was seen in 17 cases,and cavity-like change and inter-cavity separation were in 15 cases.In 22 cases of follow-up,the lesion progressed within 1 week after diagnosised and treatmented in 20 cases and recurred in slow recovery stage in 5 cases.Conclusion MSCT findings of airway-invasive pulmonary aspergillosis are various which may rapidly progress within a short time.MSCT palys an important role in the evolution and follow-up of airway-invasive pulmonary aspergillosis.
7.Relationship between MSCT image characteristics and pathological subtype in small lung adenocarcinoma with ground-glass opacity
Lei YANG ; Hongyu LIN ; Liang ZHANG ; Zeguo WANG ; Jizheng LIN
Journal of Practical Radiology 2018;34(5):676-680
Objective To analyze the relationship between CT image characteristics and the pathological subtypes of small lung adenocarcinoma (≤3 cm) with ground-glass opacity(GGO).Methods Two hundred and three cases of small lung adenocarcinoma proved by pathology were collected.Use the 2015 World Health Organization(WHO) classification of lung cancers as pathology standard.The relationship between CT findings and pathologic classification were analyzed statistically.Results There was a positive correlation between CT type and pathological type (rs =0.756).The size of atypical adenomatous hyperplasia(AAH),adenocarcinoma in situ(AIS) and minimally invasive adenocarcinoma(MIA) lesions were smaller than invasive adenocarcinoma(IAC).AAH lesions were smaller than MIA(P<0.008 3).However,there were no significant size differences in AAH and AIS lesions,or in AIS and MIA lesions (P>0.008 3).The critical point of non-or-little-invasive (AAH,AIS and MIA) and IAC was 15.35 mm (sensitivity 80.8%,specificity 90.4 %).Differences in lobulation,air bronchogram,vacuole sign,pleural indentation and vascular convergence among pathological types were statistically significant (P <0.05).Differences in shape,speculation and cavity among groups were not significant (P >0.05).Conclusion The higher CT type,lower GGO content and bigger lesion size are all associated with increasing tumor degree of malignancy.The size of IAC lesion is usually greater than 15.35 mm.Lobulation,air bronchogram,vacuole sign,pleural indentation and vascular convergence can help to diagnose IAC.
8.Pharmacokinetic study on compatibility of berberine and citrus aurantium extract in rats
Jialong WANG ; Hui LIU ; Mengmeng DANG ; Qiuyan ZHANG ; Yu DONG ; Jizheng MU ; Ximing LIU ; Jianhua WU ; Hanming CUI
Drug Evaluation Research 2017;40(5):659-666
Objective UPLC-MS/MS bio-analysis method was developed for the simultaneous determination ofberberine,naringin,hesperidin,and neohesperidin in plasma of rats.Methods UPLC Acquity BEH C18 (50 rmm × 2.1 mm,1.7 μm) column was used,mobile phases were containing 0.05% formic acid and 2 mmol/L ammonium formate in water (A)-containing 0.05% formic acid in acetonitrile (B) as the mobile phase gradient elution;SD rats were randomly divided into oral administration berberine group,Citrus aurantium extract group,and berberine and C.aurantium extract compatibility group.Results UPLC-MS/MS method could be applied to determination of berberine,naringin,hesperidin,and neohesperidin,method validation meets the requirements of biological sample analysis.When rats were administered with berberine and C.aurantium extract compatibility,the plasma concentration of berberine was much more than single dose of berberine group and the bioavailability of berberine was increased.Meanwhile,naringin and neohesperidin can be detected in rat's plasma.Conclusion The bioavailability of flavonoids is significantly improved as well compared to the single dose of C.aurantium extract.This suggests that berberine and C.aurantium extract compatibility has significant drug-drug interaction.
9.Research progress of dexmedetomidine for elderly patients during anesthesia
Tianjin Medical Journal 2017;45(5):558-560
Degenerative changes in autonomic nervous system happen in elderly. The cardiac function reduces, the ability of regulating the target organ decreases, and the stability of hemodynamics is not easy to maintain in old people. How to maintain the hemodynamic stability of elderly patients during anesthesia has become the focus of clinical research. Dexmedetomidine, as a new type of 2- alpha adrenergic agonist, has the function of anti-anxiety, sedation, analgesia and anti-sympathy, and which is wildly used in clinic. This article describes the research progress of dexmedetomidine used in elderly patients during anesthesia.
10.Correlation between MSCT findings and pathological classification of thymic neuroendocrine tumors
Zeguo WANG ; Liang ZHANG ; Xiaodan ZHAO ; Henan LOU ; Lei YANG ; Jizheng LIN
Journal of Practical Radiology 2017;33(3):389-392
Objective To study the MSCT appearances of thymic neuroendocrine tumors (NETs)and its correlation with the WHO histological grade.Methods MSCT features of 16 patients with thymic NETs confirmed by pathology were analyzed retro-spectively.The patients were divided into 2 groups according to tumor's grade,i.e.low and intermediate grade,high grade.Results There were 8 patients in low and intermediate grade,8 in high grade.No difference was found among tumor location,size,tumor morphology,calcification,pericardiac thickening,pericardial effusion,pleural thickening,pleural effusion,disappearance of fat line around tumor and mass-pulmonary interface with irregular shape,but significant difference was detected in lymph node metastasis. On enhanced MSCT scanning,statistical difference was detected in linear enhancement of the blood vessels in the tumors,but no difference was found between necrosis and peripheral vessel invasion.Conclusion MSCT findings of different grades in thymic NETs have some characteristics and can be helpful in the grades of predictability.

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