1.Application of CT Radiomics in Predicting Differentiation Level of Lung Adenocarcinoma
Shuai ZHANG ; Peng HAN ; Suya ZHANG ; Dingli YE ; Zhicheng HUANG
Chinese Journal of Medical Instrumentation 2024;48(6):591-594
Objective To investigate the value of prediction of the differentiation level in lung adenocarcinoma based on CT radiomics model.Methods Data from 507 patients with postoperative pathological confirmed lung adenocarcinoma and clearly defined differentiation level of lung adenocarcinoma were retrospective analyzed.The enrolled cases were divided into poorly differentiation group and moderate-to-high differentiation group based on the grading criteria.CT image features were extracted,and seven machine learning algorithms were used to construct prediction models to obtain the AUC,accuracy,specificity,and sensitivity.Results The poorly differentiation group consisted of 175 cases,while the moderate-to-high differentiation group had 332 cases.The XGBoost model demonstrated the best performance,with the AUC,accuracy,specificity,and sensitivity of this model on the validation set being 0.878,0.829,0.667,and 0.727,respectively.Conclusion CT radiomics model can effectively predict the differentiation level of poorly differentiation and moderate-to-high differentiation in lung adenocarcinoma.
2.Design, synthesis and biological evaluation of PARP-1/PI3K dual-target inhibitors
Zhicheng HUANG ; Liu YE ; Yu DU ; Hongfeng GU ; Fanyun GAO ; Qihua ZHU ; Yungen XU
Journal of China Pharmaceutical University 2023;54(4):450-460
Phosphatidylinositol-3-kinase (PI3K) inhibitors can increase the sensitivity of tumor cells to Poly ADP-ribose polymerase-1 (PARP-1) inhibitors. Therefore, the simultaneous inhibition of the PARP-1 and PI3K activities are expected to overcome the drug resistance of PARP-1 inhibitors.In our previous work, two compounds XW-1 and WZ-1 with excellent activities against PARP-1 and PI3K were obtained with the limitation to further study due to their poor water solubility.Therefore, XW-1 and WZ-1 were chosen as lead compounds to optimize their solubility by introducing a salt-forming site via a urea group, and 11 novel compounds were designed and synthesized. The structure of all target compounds was confirmed by 1H NMR, 13C NMR, and HRMS.The enzyme activities of the compounds against PARP-1 and PI3K were measured, and the results showed that most of the compounds demonstrated good inhibitory activities against PARP-1 and PI3K.Based on the above result, the inhibitory activities of compounds 8b, 8e, and 8f against MDA-MB-231, MDA-MB-468, HCC1937, HCT116, and olaparib-resistant HCT116R were determined by MTT, respectively.Additionally, the structure-activity relationship was discussed. The results showed that these compounds displayed excellent antiproliferation activity.Among them, compound 8f demonstrated antiproliferation remarkably against all five tumor cells, which was more potent than that of olaparib, and was comparable to that of BKM120.Furthermore, the solubility of hydrochloride salts of compound 8b and 8f was significantly improved compared to the lead compounds.The results of this study will provide a theoretical basis for the further development of PARP-1 and PI3K dual-target inhibitors with good pharmaceutical properties and strong inhibitory activities.
3.A comparative study of two methods for detecting procalcitonin
Dan YANG ; Zhicheng YE ; Jin XU
International Journal of Laboratory Medicine 2018;39(5):588-590,594
Objective To use cyclic amplified fluorescence immunoassay method and electrochemiluminescence immunoassay method for quantitative detection of procalcitonin (PCT),and to evaluate the consistency of the test results.Methods With the method of electrochemiluminescence used as the contrast method and the cyclic enhanced fluorescence immunoassay method used as experimental method,samples of 219 hospitalized patients were measured in two ways.The results were divided into three groups:the serum group (Core serum group) and the micro blood group (Core micro blood group) which were detected in cyclic amplified fluorescence immunoassay method and the serum group (Roche serum group) which was detected by electrochemiluminescence immunoassay method.The data of three groups were compared with each other in paired t test,and correlation analysis,the relative sensitivity,the relative specificity,and Jorden index at the medical decision level (0.5 ng/mL and 2.0 ng/mL) were calculated and the Kappa Consistency Test was calculated.Results There were no statistical differences in three groups (P>0.05).The Core serum group was positively correlated with the Roche serum group (r =0.993,P<0.01).The linear regression equation was Y =-0.061+1.041X(0.04≤X≤60).The Core micro blood group was positively correlated with the Roche serum group(r=0.989,P<0.01).The linear regression equation was Y=0.022+1.023X(0.04≤X≤60).The Core micro blood group was positively correlated with the Core serum group (r=0.986,P<0.01).The linear regression equation was Y=0.129+0.973X(0.04≤X≤60).The relative sensitivity of the three comparison groups was greater than 92% and the relative specificity was greater than 95% at the medical decision level (0.5 ng/mL and 2.0 ng/mL),and the Jorden index and Kappa values were greater than 0.9.It indicated a better consistency.Conclusion Cyclic amplified fluorescence immunoassay and electrochemiluminescence immunoassay detection results were very consistent,which meet the clinical testing requirements.
4.Monitoring of immune rejection after abdominal aortic patch suture in cynomolgus monkeys
Chengjiang ZHAO ; Xuejun YE ; Jiao CHEN ; Hancheng ZHANG ; Huidong ZHOU ; Zhicheng ZOU ; Zhiming CAI ; Lisha MOU
Organ Transplantation 2017;8(2):127-131
To establish a platform to monitor the immune rejection after abdominal aortic patch suture in a xenotransplantation model.Methods The carotid was excised from wild-type Bama pigs,cut into 2.5 cmx 1.0 cm pieces in shuttle shape and subsequently sutured to the abdominal aorta of cynomolgus monkeys.No immunosuppressive agent was administered.General conditions of the recipient monkeys were observed.The morphological changes of the graft artery were assessed by pathological examination at postoperative 1 year.Before and 7,14,28 and 49 d after surgery,the blood samples were collected from the recipient monkeys.The serum levels of IgM and IgG antibodies were quantitatively measured by the red blood cell and peripheral blood mononuclear cell (PBMC) from Bama pigs.The quantity of lymphocytes in the recipient monkeys was detected by routine blood test and flow cytometry.Results All 3 monkeys undergoing transplantation survived well.At postoperative 1 year,the lateral tissues of the vascular wall at the artery graft were seen in dark red color.Hematoxylin-eosin (HE) staining revealed a large quantity of red blood cell and platelet deposition,accompanied with lymphocyte infiltration.Using porcine red blood cell and PBMC as target cells,the serum levels of anti-pig IgM and IgG antibodies peaked at postoperative 28 d,and slightly declined at postoperative 49 d.The quantity of lymphocytes and T cell subset also peaked at postoperative 28 d and began to decrease at postoperative 49 d.Conclusions Artery patch suture is a simple and reliable xenotransplantation model.The recipients can maintain normal physiological state without the use of immunosuppressive agents.The grafts can effectively activate the immune system of the recipients,induce the production of anti-pig antibodies and provoke cellular immune rejection.Therefore,this model can be utilized to monitor the immune rejection throughout the xenotransplantation process.
5. Establishment of a model of hydrogen peroxide-induced injury in pulmonary artery endothelium cells and relevant mechanisms of oxidative stress
Jue YE ; Yangyang HE ; Yi YAN ; Junhan ZHAO ; Tianyu LIAN ; Xiaojian WANG ; Yu YAN ; Sijin ZHANG ; Shuhui YANG ; Zhicheng JING
Chinese Journal of Cardiology 2017;45(7):613-618
Objective:
To establish a hydrogen peroxide (H2O2) induced injury model of pulmonary artery endothelial cells (PAECs) and explore the molecular mechanisms of oxidative stress on the structure and function of PAECs in this model.
Methods:
Human PAECs were treated with H2O2 at different concentrations (25, 50, 100, 200, 400, 800, 1 600, 3 200, 6 400 μmol/L) for 4 and 24 h, respectively. The PAECs survival curve was obtained according to the cell viability measured by CCK-8 assay. The cell apoptosis of PAECs was detected by flow cytometry. The reactive oxygen species (ROS) generation and mitochondrial activity were measured using small molecule fluorescent probes. Proteins were extracted and the phosphorylation levels of signal molecules in PAECs were detected by Western blot assays.
Results:
(1) The effect of H2O2 at various concentrations on cell viability of PAECs: cell viability of PAECs decreased in proportion to increasing concentration of H2O2 after incubation for 4 h. The half maximal inhibitory concentration (IC50) of PAECs exposed to H2O2 for 4 and 24 h were 397.00 and 488.77 μmol/L, respectively. (2) The effect of H2O2 on cell apoptosis of PAECs: After H2O2 incubation for 4 h, proportions of PAECs at late-apoptosis ((22.58±3.69) %) and necrotic stage( (11.86±4.27)%) were significantly higher than those of control PAECs at late-apoptosis stage( (3.41±1.44)%,
6.Effects of Virtual Reality Balance Game on Balance Function for Parkinson's Disease
Zhicheng LIN ; Azhen CHEN ; Yijing JIANG ; Dengzhong CHEN ; Xiaoqian YE ; Yongmei YOU
Chinese Journal of Rehabilitation Theory and Practice 2016;22(9):1059-1063
Objective To apply the virtual reality in balance function training for Parkinson's Disease (PD). Methods From October, 2013 to January, 2016, 31 patients with balance disorders after PD were divided into two groups:the treatment group (n=17) received virtual reality balancing games training, while the control group (n=14) received routine balance training. They were assessed with Berg Balance Scale (BBS), Timed Up and Go Test (TUGT), static fall index (SFI), limits of stability (LOS), dynamic fall index (DFI) and modified Barth-el Index (MBI) before and four weeks after treatment. The frequency of falls in the next six weeks was recorded. Results The scores of BBS, TUGT, SFI, LOS, DFI and MBI improved significantly in both groups after treatment (P<0.05), and improved more in scores of BBS (t=2.095), TUGT (t=-2.091), DFI (t=-2.182), LOS scores (t=2.202) and MBI (t=3.036) in the treatment group than in the control group (P<0.05). There was positive correlation between scores of BBS and MBI (r=0.899, P<0.001). The frequency of falls was less in the treatment group than in the control group (P<0.05). Conclusion Virtual reality balance training can improve the balance function for PD.
7.Effects of lower limb motion control training combined with core stability training on the lower limb motor function of hemiplegic patients after stroke
Zhicheng SUN ; Xiaojun ZHU ; Chongyuan GUAN ; Yuanying GUO ; Jingjing YE
Chinese Journal of Physical Medicine and Rehabilitation 2015;37(4):270-273
Objective To observe the effects of lower limb motion control training using virtual games combined with core stability training (CST) on the lower limb motor function of hemiplegic patients after stroke.Methods Sixty hemiplegic stroke patients were divided into an observation group and a control group (n =30 in each) using a random number table.The control group was given conventional treatment and CST,while the observation group received lower limb motion control training using virtual games in addition to conventional treatment and CST.All of the patients were assessed using the Fugl-Meyer lower limb assessment (FMA),the Berg balance scale (BBS),the modified Barthel index (MBI),10 metre maximum walking speed (MWS) and functional ambulation categorization (FAC)before and after 8 weeks of treatment.Results Before the intervention there was no significant difference between the two groups in any of the measurements.After the treatment,however,the average FMA,BBS,MBI,MWS and FAC in the observation group were significantly better than those before treatment and those in the control group.Conclusions Lower limb motion control training using virtual games combined with core stability training can improve effectively the lower limb motor function of hemiplegic patients after stroke.Such a combination is worth applying in clinical practice.
8.Observations on theEfficacy of Wrist-ankle Acupuncture plus Continuous Exercise Therapy for Post-stroke ShoulderPain
Jiayong WU ; Baoye YE ; Xiehua XUE ; Saie HUANG ; Zhicheng LIN ; Jiangcong HONG
Shanghai Journal of Acupuncture and Moxibustion 2015;(5):409-411
ObjectiveTo investigate the clinical efficacy of wrist-ankle acupuncture plus continuous exercise therapy for post-stroke shoulder pain.MethodsEighty patients with post-stroke shoulder pain were randomly allocated to treatment and control groups, 40 cases each. The control group received continuous exercise training with an upper limb multi-joint rehabilitation training instrument and the treatment group, wrist-ankle acupuncture in addition. The affected limb SEP N9 and N13 latency values, shoulder pain severity (the VAS score) and the upper limb motor function score were observed in the two groups before and after treatment. The clinical therapeutic effects were compared between the two groups.ResultsThe total efficacy rate was 90.0% in the treatment group and 75.0% in the control group; there was a statistically significant difference between the two groups (P<0.05). There was a statistically significant pre-/post-treatment difference in SEP N9-N13 wave interval on the affected side in the two groups (P<0.01). There was a statistically significant post-treatment difference in SEP N9-N13 wave interval on the affected side between the treatment and control groups (P<0.05). There were statistically significant pre-/post-treatment differences in the VAS score and the Fugl-Meyer score in the two groups (P<0.01). There were statistically significant post-treatment differences in the VAS score and the Fugl-Meyer score between the treatment and control groups (P<0.01).ConclusionsWrist-ankle acupuncture plus continuous exercise therapy is an effective way to treat post-stroke shoulder pain.
9.Resting state functional magnetic resonance imaging of the hippocampus after ischemic stroke
Cai JIANG ; Shanli YANG ; Jing TAO ; Jia HUANG ; Haicheng YE ; Zhicheng LIN ; Lidian CHEN
Chinese Journal of Physical Medicine and Rehabilitation 2014;36(7):517-522
Objective To observe the functional connectivity (FC) pattern linking the hippocampus with the rest of the brain in ischemic stroke patients with cognitive dysfunction,especially the default mode network (DMN).Methods Resting-state functional connectivity magnetic resonance imaging (fMRI) was performed on 15 ischemic stroke patients with cognitive dysfunction (the patient group) and 10 normal elderly controls.The bilateral hippocampus was the region of interest.Correlation analyses yielded a mapping of cerebral functional connectivity activation for both groups.Results Compared with the healthy controls,the patient group showed weakened functional connectivity between the hippocampus and other regions including the cingulate gyrus,the superior,middle and inferior frontal lobes,the inferior parietal lobule and the superior temporal gyrus.But there was enhanced functional connectivity with the cerebellar posterior lobe,the occipital lobe,the medial temporal lobe,the precuneus and the calcarine.The results were significantly different between the two groups.Conclusion The functional connectivity pattern of the hippocampus is impaired in stroke patients with cognitive dysfunction.Reduced functional connectivity between brain regions may be one cause of cognitive dysfunction after stroke,and enhanced functional connectivity may be an appropriate compensatory mechanism.
10.Relationship between Endplate Shape on Magnetic Resonance Imaging and Disc Degeneration in Herniated Nucleus Pulposus
Chunlin LI ; Fang LI ; Zhicheng ZHANG ; Chaoqun YE
Chinese Journal of Rehabilitation Theory and Practice 2012;18(5):458-460
Objective To investigate endplate shape in low lumbar spine in patients with herniated nucleus pulposus, and analyze the relationshipbetween endplate shape and herniation of intervertebral disc, Modic changes. Methods The preoperative MRI of 110 patients wasreviewed. The endplate shape was divided into 3 types. Disc degeneration was classified with the Pfirrmann's way. Results Concave typewas the most common in the lower lumbar spine. Flat was more prevalent in lower than in upper. The L5~S1 segment was flat in most cases.Irregular type was the least and mainly appeared at the L5~S1 segment. Disc degeneration worsened from concave, flat, to irregular. Herniatedintervertebral disc dominated with flat and irregular endplates, and no-herniated ones dominated with concave. Modic changes more associatedwith irregular endplates. Conclusion Endplate shape may respond to the disc degeneration. Modic changes associate with irregularendplate.


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