1.Mechanism of glioma stem cells with high expression of PTPRZ1 inducing TAMs polarization to M2 immunosuppressive phenotype
Lele AN ; Ying YANG ; Qing LIU ; Feiyue DOU ; Lujing WANG ; Yue CHENG ; Chao WANG ; Qianying RUAN ; Lei ZHOU ; Haitao GUO ; Weikai KONG ; Xuegang LI ; Chuan LAN ; Fei LI ; Yu SHI
Journal of Army Medical University 2024;46(8):796-803
Objective To explore the effect of glioma stem cells with high expression of protein tyrosin phosphatase receptor type Z1 (PTPRZ1 )on the phenotypic polarization and phagocytosis of tumor-associated macrophages and its regulatory mechanism.Methods GSCs and non-stem tumor cells (NSTCs) were screened out from human glioblastoma (GBM) specimens using flow cytometry,and the PTPRZ1 expression in paired GSCs and NSTCs were detected.Human peripheral blood mononuclear cells (PBMC)-derived CD14+monocytes were exposed to the conditioned medium from glioma cells or recombinant chemokine C-C motif ligand 20 (CCL20)for TAM polarization.Stable PTPRZ1 knockout GSCs (PTPRZ1-KO GSCs) were constructed using CRISPR/Cas9. TAM phagocytosis to GSCs,NSTCs,PTPRZ1-Control GSCs (PTPRZ1-Ctrl GSCs)and PTPRZ1-KO GSCs and the expression of immunosuppressive phenotype (M2) polarization marker CD163 were examined using flow cytometry.Differentially expressed genes (DEGs ) between paired GSCs and NSTCs were determined using a bulk RNA-sequencing dataset (GSE54791 )from Gene Expression Omnibus (GEO).A gene set informing worse outcome of patients with GBM was generated using The Cancer Genome Atlas (TCGA)-GBM cohort.By intersecting the aforementioned gene set with the gene set that encodes for human membrance proteins,the PTPRZ1 gene is obtained.Gene set enrichment analysis (GSEA)was used for pathway enrichment analysis to compare the differentially regulated pathways between GBMs with high or low PTPRZ1 expression.Bulk RNA sequencing,qRT-PCR and Western blotting were used to identify the DEGs between PTPRZ1-KO GSCs and PTPRZ1-Ctrl GSCs.Results GSCs were more capable of escaping from TAM phagocytosis than NSTCs (P<0.05 )and had specifically up-regulated PTPRZ1 expression.PTPRZ1-KO significantly suppressed GSCs escaping from TAM phagocytosis (P<0.01 ). GBMs with high PTPRZ1 expression showed significant inhibition of pathways mediating phagocytosis (P<0.05).The expression of CCL20 as a M2 TAM polarization chemokine was significantly down-regulated in PTPRZ1-KO GSCs (P<0.05 ).Treatment with recombinant CCL20 up-regulated the expression of CD163 as a M2 TAM marker in TAM.Conclusion PTPRZ1+GSCs mediate M2 TAM polarization and inhibit TAM phagocytosis,which may be related to the up-regulation of CCL20 in PTPRZ1+GSCs.
2.Establishment and clinical validation of an artificial intelligence YOLOv51 model for the detection of precancerous lesions and superficial esophageal cancer in endoscopic procedure.
Shi Xu WANG ; Yan KE ; Yu Meng LIU ; Si Yao LIU ; Shi Bo SONG ; Shun HE ; Yue Ming ZHANG ; Li Zhou DOU ; Yong LIU ; Xu Dong LIU ; Hai Rui WU ; Fei Xiong SU ; Feng Ying ZHANG ; Wei ZHANG ; Gui Qi WANG
Chinese Journal of Oncology 2022;44(5):395-401
Objective: To construct the diagnostic model of superficial esophageal squamous cell carcinoma (ESCC) and precancerous lesions in endoscopic images based on the YOLOv5l model by using deep learning method of artificial intelligence to improve the diagnosis of early ESCC and precancerous lesions under endoscopy. Methods: 13, 009 endoscopic esophageal images of white light imaging (WLI), narrow band imaging (NBI) and lugol chromoendoscopy (LCE) were collected from June 2019 to July 2021 from 1, 126 patients at the Cancer Hospital, Chinese Academy of Medical Sciences, including low-grade intraepithelial neoplasia, high-grade intraepithelial neoplasia, ESCC limited to the mucosal layer, benign esophageal lesions and normal esophagus. By computerized random function method, the images were divided into a training set (11, 547 images from 1, 025 patients) and a validation set (1, 462 images from 101 patients). The YOLOv5l model was trained and constructed with the training set, and the model was validated with the validation set, while the validation set was diagnosed by two senior and two junior endoscopists, respectively, to compare the diagnostic results of YOLOv5l model and those of the endoscopists. Results: In the validation set, the accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of the YOLOv5l model in diagnosing early ESCC and precancerous lesions in the WLI, NBI and LCE modes were 96.9%, 87.9%, 98.3%, 88.8%, 98.1%, and 98.6%, 89.3%, 99.5%, 94.4%, 98.2%, and 93.0%, 77.5%, 98.0%, 92.6%, 93.1%, respectively. The accuracy in the NBI model was higher than that in the WLI model (P<0.05) and lower than that in the LCE model (P<0.05). The diagnostic accuracies of YOLOv5l model in the WLI, NBI and LCE modes for the early ESCC and precancerous lesions were similar to those of the 2 senior endoscopists (96.9%, 98.8%, 94.3%, and 97.5%, 99.6%, 91.9%, respectively; P>0.05), but significantly higher than those of the 2 junior endoscopists (84.7%, 92.9%, 81.6% and 88.3%, 91.9%, 81.2%, respectively; P<0.05). Conclusion: The constructed YOLOv5l model has high accuracy in diagnosing early ESCC and precancerous lesions in endoscopic WLI, NBI and LCE modes, which can assist junior endoscopists to improve diagnosis and reduce missed diagnoses.
Artificial Intelligence
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Endoscopy/methods*
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Esophageal Neoplasms/pathology*
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Esophageal Squamous Cell Carcinoma/diagnostic imaging*
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Humans
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Narrow Band Imaging
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Precancerous Conditions/diagnostic imaging*
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Sensitivity and Specificity
4.Application of digital acoustic analysis in assessing aspiration risk among patients with dysphagia
Yaowen ZHANG ; Huayu CHEN ; Zhiming TANG ; Zulin DOU ; Fei ZHAO ; Yiqiu LIN ; Huixiang WU ; Jing SHI ; Hongmei WEN ; Guifang WAN
Chinese Journal of Physical Medicine and Rehabilitation 2021;43(12):1065-1068
Objective:To explore the application of digital acoustic analysis in assessing the risk of aspiration among persons with dysphagia using the Praat speech analysis software.Methods:The swallowing of 46 stroke survivors with dysphagia was studied using video fluoroscopy. Each patient was required to pronounce " yi/i/" 3 times before and after taking each mouthful of food, and their voice samples were collected. The subjects were divided into a non-aspiration group of 16 and an aspiration group of 30 based on their penetration-aspiration scale scores. Fundamental frequency, relative average perturbation (RAP), jitter, shimmer, amplitude perturbation quotient and harmonic-to-noise ratio were compared between the two groups before and after taking food.Results:For the non-aspiration group, there was no significant difference in the acoustic data before and after eating. For the aspiration group there were significant differences in fundamental frequency, relative average perturbation and jitter before and after taking food. The average RAP and jitter of the non-aspiration group were significantly better than the aspiration group′s averages before eating. After eating, however, significant differences were observed only in average jitter.Conclusions:Analyzing perturbation and jitter can help to identify persons at risk of aspiration.
5.Clinical characteristics and treatment of severe autoimmune encephalitis in children
Jiaying DOU ; Yun CUI ; Jingyi SHI ; Fei WANG ; Chunxia WANG ; Yucai ZHANG
Chinese Journal of Emergency Medicine 2021;30(6):677-681
Objective:To summarize the clinical features, imaging changes, treatment, and prognosis of children with severe autoimmune encephalitis (AE).Methods:A retrospective study was conducted on patients with severe AE admitted to PICU of Shanghai Children’s Hospital from June 2017 to May 2020. Clinical features, treatment protocols and follow-up data were collected.Results:A total of 27 children were included, among which 18 cases (66.7%) were girls. The on-set age was (7.9±3.2) years. Eighteen cases were diagnosed with anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis. Fever (77.8%), headache (40.7%) and vomiting (44.4%) were most of prodromal symptoms in children with severe AE. Patients’ neurological symptoms showed seizures (88.9%), mental behavior abnormalities (81.5%), speech disorders (70.4%) and dyskinesia (70.4%). Moreover, epileptic discharge and slow wave activity were critical feature of electroencephalogram (EEG) abnormalities, and the abnormal signal changes on T2-weighted and FLAIR sequence of head MRI were in the posterior horn of the lateral ventricle. In addition, the main comorbidities included refractory status epilepticus (RSE), cardiovascular dysfunction, central hypoventilation syndrome and acute intracranial hypertension syndrome. For patients with central respiratory failure, the median duration of mechanical ventilation was 19.8 (14.8, 29.1) days. According to treatment protocol, the first-line immune treatment included the combination therapies of methylprednisolone, intravenous immunoglobulin (IVIG) and therapeutic plasma exchange (TPE). Eighteen cases were given with methylprednisolone [10-30 mg/(kg. d), 3-5 d] + IVIG (2 g/kg, within 2 d) + TPE, 1 case was treated with methylprednisolone [10-30 mg/(kg·d), 3-5 d] + TPE and 8 cases were given with[10-30 mg/(kg·d), 3-5 d] + IVIG (2 g/kg, within 2 d). Sequential therapy was given with methylprednisolone (1-2 mg/kg), gradually reduced from 3 to 6 months. Finally, 16 children (59.3%) had neurological damages at the first discharge, among which 8 cases (29.6%) were with dyskinesia, 5 cases (18.5%) were with speech disturbance, and 5 cases (18.5%) were with abnormal mental behaviors.Conclusions:The most of first clinical symptom is epileptic seizures in pediatric severe AE, and most of these patients are diagnosed with Anti-NMDA receptor encephalitis. RSE, cardiovascular dysfunction, central respiratory and acute intracranial hypertension syndrome constitute to main organ dysfunctions.
6.High levels of testosterone inhibit ovarian follicle development by repressing the FSH signaling pathway.
Tao LIU ; Yu-qian CUI ; Han ZHAO ; Hong-bin LIU ; Shi-dou ZHAO ; Yuan GAO ; Xiao-li MU ; Fei GAO ; Zi-jiang CHEN
Journal of Huazhong University of Science and Technology (Medical Sciences) 2015;35(5):723-729
The effect of high concentrations of testosterone on ovarian follicle development was investigated. Primary follicles and granulosa cells were cultured in vitro in media supplemented with a testosterone concentration gradient. The combined effects of testosterone and follicle-stimulating hormone (FSH) on follicular growth and granulosa cell gonadotropin receptor mRNA expression were also investigated. Follicle growth in the presence of high testosterone concentrations was promoted at early stages (days 1-7), but inhibited at later stage (days 7-14) of in vitro culture. Interestingly, testosterone-induced follicle development arrest was rescued by treatment with high concentrations of FSH (400 mIU/mL). In addition, in cultured granulosa cells, high testosterone concentrations induced cell proliferation, and increased the mRNA expression level of FSH receptor (FSHR), and luteinized hormone/choriogonadotropin receptor. It was concluded that high concentrations of testosterone inhibited follicle development, most likely through regulation of the FSH signaling pathway, although independently from FSHR downregulation. These findings are an important step in further understanding the pathogenesis of polycystic ovary syndrome.
Androgens
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pharmacology
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Animals
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Cell Proliferation
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drug effects
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Female
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Follicle Stimulating Hormone
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genetics
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metabolism
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pharmacology
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Gene Expression Regulation, Developmental
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Granulosa Cells
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cytology
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drug effects
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metabolism
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Mice
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Ovarian Follicle
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cytology
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drug effects
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growth & development
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metabolism
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Primary Cell Culture
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RNA, Messenger
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genetics
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metabolism
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Receptors, FSH
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genetics
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metabolism
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Receptors, Gonadotropin
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genetics
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metabolism
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Receptors, LH
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genetics
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metabolism
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Signal Transduction
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drug effects
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genetics
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Testosterone
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antagonists & inhibitors
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pharmacology
7.Clinical and angiographic predictors of major side branch occlusion after main vessel stenting in coronary bifurcation lesions.
Dong ZHANG ; Bo XU ; Dong YIN ; Yi-Ping LI ; Yuan HE ; Shi-Jie YOU ; Shu-Bin QIAO ; Yong-Jian WU ; Hong-Bing YAN ; Yue-Jin YANG ; Run-Lin GAO ; Ke-Fei DOU
Chinese Medical Journal 2015;128(11):1471-1478
BACKGROUNDMajor side branch (SB) occlusion is one of the most serious complications during percutaneous coronary intervention (PCI) for bifurcation lesions. We aimed to characterize the incidence and predictors of major SB occlusion during coronary bifurcation intervention.
METHODSWe selected consecutive patients undergoing PCI (using one stent or provisional two stent strategy) for bifurcation lesions with major SB. All clinical characteristics, coronary angiography findings, PCI procedural factors and quantitative coronary angiographic analysis data were collected. Multivariate logistic regression analysis was performed to identify independent predictors of SB occlusion. SB occlusion after main vessel (MV) stenting was defined as no blood flow or any thrombolysis in myocardial infarction (TIMI) flow grade decrease in SB after MV stenting.
RESULTSAmong all 652 bifurcation lesions, 32 (4.91%) SBs occluded. No blood flow occurred in 18 lesions and TIMI flow grade decreasing occurred in 14 lesions. In multivariate analysis, diameter ratio between MV/SB (odds ratio [OR]: 7.71, 95% confidence interval [CI]: 1.53-38.85, P = 0.01), bifurcation angle (OR: 1.03, 95% CI: 1.02-1.05, P < 0.01), diameter stenosis of SB before MV stenting (OR: 1.05, 95% CI: 1.03-1.07, P < 0.01), TIMI flow grade of SB before MV stenting (OR: 3.59, 95% CI: 1.48-8.72, P < 0.01) and left ventricular eject fraction (LVEF) (OR: 1.06, 95% CI: 1.02-1.11, P < 0.01) were independent predictors of SB occlusion.
CONCLUSIONSAmong clinical and angiographic findings, diameter ratio between MV/SB, bifurcation angle, diameter stenosis of SB before MV stenting, TIMI flow grade of SB before MV stenting and LVEF were predictive of major SB occlusion after MV stenting.
Aged ; Angioplasty, Balloon, Coronary ; methods ; Coronary Angiography ; Coronary Stenosis ; diagnostic imaging ; surgery ; Coronary Vessels ; pathology ; surgery ; Female ; Humans ; Male ; Middle Aged ; Percutaneous Coronary Intervention ; methods ; Treatment Outcome
9.Can "Hybrid stent implantation" improve long-term safety without adversely affecting efficacy when treating multilesion coronary artery disease in the drug-eluting stent era?
Dong ZHANG ; Bo XU ; Ke-fei DOU ; Yue-jin YANG ; Ji-lin CHEN ; Shu-bin QIAO ; Yang WANG ; Jian-jun LI ; Xue-wen QIN ; Min YAO ; Hai-bo LIU ; Yong-jian WU ; Jue CHEN ; Jin-qing YUAN ; Shi-jie YOU ; Wei LI ; Run-lin GAO
Chinese Medical Journal 2013;126(9):1612-1617
BACKGROUNDThough drug-eluting stent (DES) almost solved a problem of restenosis, safety issues related to stent thrombosis are still the major concern of DES. We hypothesized that hybrid stent implantation may decrease the use of DES, probably improving the long-term safety but not affecting efficacy adversely when treating multilesion coronary artery disease in the DES era.
METHODSFrom April 2004 to October 2006, 848 patients with multilesion disease underwent hybrid stent implantation. During the same period 5647 patients with multilesion coronary heart disease were treated by exclusive DES implantation in Fu Wai Hospital. According to propensity score matching, we chose 823 pairs of patients with multileison coronary artery disease for inclusion into our study. We obtained the 24-month clinical outcome including death, myocardial infarction (MI), thrombosis, target lesion revascularization (TLR), target vessel revascularization (TVR), and major adverse cardiac events (MACE, the composite of death, MI, and TVR). We used Cox's proportional-hazard models to assess relative risks of all the outcome measures after propensity match.
RESULTSAt 24 months, patients in the hybrid stent implantation group showed a significantly higher risk of TLR (8.39% vs. 3.28%, HR 2.38, 95%CI: 1.50 - 3.70), TVR (11.07% vs. 6.32%, HR 1.61, 95%CI: 1.15 - 2.27) and MACE (13.75% vs. 8.75%, HR 1.37, 95%CI: 1.02 - 1.85). No significant difference was apparent in terms of mortality (1.22% vs. 1.70%, HR 0.55, 95%CI: 0.24 - 1.25), MI (1.95% vs. 2.31%, HR 0.73, 95%CI: 0.37 - 1.42), or thrombosis (definite + probable) (0.73% vs. 1.58%, HR 0.40, 95%CI: 0.15 - 1.05).
CONCLUSIONSIn patients with multilesion coronary artery disease, the exclusive DES implantation was associated with significantly lower risks of TLR, TVR and MACE, and the hybrid stent implantation did not result in any significant improvements regarding safety issues. Prospective studies are needed to confirm our results.
Aged ; Coronary Artery Disease ; therapy ; Drug-Eluting Stents ; adverse effects ; Female ; Humans ; Male ; Middle Aged ; Percutaneous Coronary Intervention
10.Comparison of long-term clinical outcome after successful implantation of FIREBIRD and CYPHER sirolimus-eluting stents in daily clinical practice: analysis of a large single-center registry.
Bo XU ; Ke-Fei DOU ; Yue-Jin YANG ; Ji-Lin CHEN ; Shu-Bin QIAO ; Yang WANG ; Jian-Jun LI ; Xue-Wen QIN ; Min YAO ; Hai-Bo LIU ; Yong-Jian WU ; Jue CHEN ; Jin-Qing YUAN ; Shi-Jie YOU ; Wei LI ; Run-Lin GAO
Chinese Medical Journal 2011;124(7):990-996
BACKGROUNDRecent data have shown that sirolimus-eluting stents (SES) reduced not only the incidences of restenosis but also of target vessel revascularization (TVR). CYPHER and FIREBIRD stents are both widely used SES in China. However, comparative data concerning differences in long-term safety and efficacy regarding CYPHER and FIREBIRD stents in the Chinese population are still not available.
METHODSFrom April 2004 to October 2006, 3979 consecutive patients who underwent successful SES (FIREBIRD 2274; CYPHER 1705) implantation were prospectively enrolled into this study. All enrolled patients were divided into two groups based on stent type. Follow-up data, including death, myocardial infarction (MI), thrombosis, target lesion revascularization (TLR), TVR, and major adverse cardiac events (MACE, the composite of death, MI, and TVR) were obtained at 24 months. Cox's proportional-hazards models were used to assess relative risks of all the outcome measures between the two groups before and after propensity match.
RESULTSUnadjusted clinical outcomes demonstrated higher TVR (hazard ratio (HR) 1.78, 95%CI 1.26 - 2.50) and MACE (HR 1.40, 95%CI 1.08 - 1.82) for patients treated with FIREBIRD SES. After propensity match, the results showed a non-significant trend towards superiority of the CYPHER stent in all the analyzed parameters, however, no significant differences were found for all events at 24 months between FIREBIRD and CYPHER groups, and all thrombosis rates by Academic Research Consortium (ARC) definition were comparable between the two groups.
CONCLUSIONSIn this large, real-world population, the use of domestic FIREBIRD SES in China was associated with nearly the same safety and efficacy versus the imported CYPHER SES. FIREBIRD SES can be taken as an alternative for CYPHER SES in daily practice.
Aged ; Angioplasty, Balloon, Coronary ; methods ; China ; Coronary Restenosis ; therapy ; Drug-Eluting Stents ; adverse effects ; Female ; Humans ; Male ; Middle Aged ; Myocardial Infarction ; therapy ; Proportional Hazards Models ; Sirolimus ; Treatment Outcome

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