1.Research on robot-based surgical instrument detection and pose estimation algorithm with multi-cascade deep learning processor
Si-Qi HAN ; Min-Kui CHEN ; Li-Pu WEI ; Qian RAN ; Qian XU ; Ming YU ; Yu-Chao SUN ; Feng CHEN
Chinese Medical Equipment Journal 2024;45(6):1-8
Objective To propose a multi-cascade deep learning processor-based surgical instrument detection and pose estimation algorithm to facilitate the robotic scurb nurse to recognize and delivery surgical instruments.Methods The proposed multi-cascade deep leaning processor-based CYSP algorithm was hibernated with several functional modules such as YOLOX with coordinate attention block(CA-YOLOX),segment anything model(SAM)and principal component analysis(PCA).Firstly,CA-YOLOX was applied to identifying the types of the surgical instruments and completing the coarse positioning of x and y coordinates;secondly,the SAM segmenter was used to clarify the positions of the instruments in the RGB image,and the depth information and internal parameters of the camera were introduced to obtain the point cloud of the surgical instruments;finally,the center of mass,principal direction and normal direction of the surgical instrument point cloud were determined through the PCA algorithm,with which the rotation and translation(RT)matrix between the target coordinate system(surgical instrument center of mass coordinate system)and the base coordinate system of the robotic arm was solved,and the matrix was converted into a quaternion and then transmitted to the robotic arm control unit so as to drive the robotic arm to arrive at the corresponding position and pick up the instrument to complete the instrument delivery task.Migration training was accomplished on a self-constructed surgical instrument image dataset and the effectiveness of the proposed algorithm was evaluated,and instrument delivery experiments were performed on a seven-degree-of-freedom robotic arm and the success rate of the algorithm was assessed.Results The multi-cascade deep leaning processor-based CYSP algorithm had a recognition accuracy of 98.52%on the surgical instrument dataset,a success rate of 94%for the in-strument delivery experiment and average time for recognition of 0.28 s.Conclusion The multi-cascade deep leaning proces-sor-based CYSP algorithm with high reliability and practicability behaves well in facilitating the robotic scurb nurse to recog-nize and deliver surgical instruments.[Chinese Medical Equipment Journal,2024,45(6):1-8]
2.Combination immunotherapy of glioblastoma with dendritic cell cancer vaccines,anti-PD-1 and poly I:C
Ping ZHU ; Shi-You LI ; Jin DING ; Zhou FEI ; Sheng-Nan SUN ; Zhao-Hui ZHENG ; Ding WEI ; Jun JIANG ; Jin-Lin MIAO ; San-Zhong LI ; Xing LUO ; Kui ZHANG ; Bin WANG ; Kun ZHANG ; Su PU ; Qian-Ting WANG ; Xin-Yue ZHANG ; Gao-Liu WEN ; Jun O.LIU ; Thomas-John AUGUST ; Huijie BIAN ; Zhi-Nan CHEN ; You-Wen HE
Journal of Pharmaceutical Analysis 2023;13(6):616-624
Glioblastoma(GBM)is a lethal cancer with limited therapeutic options.Dendritic cell(DC)-based cancer vaccines provide a promising approach for GBM treatment.Clinical studies suggest that other immu-notherapeutic agents may be combined with DC vaccines to further enhance antitumor activity.Here,we report a GBM case with combination immunotherapy consisting of DC vaccines,anti-programmed death-1(anti-PD-1)and poly I:C as well as the chemotherapeutic agent cyclophosphamide that was integrated with standard chemoradiation therapy,and the patient remained disease-free for 69 months.The patient received DC vaccines loaded with multiple forms of tumor antigens,including mRNA-tumor associated antigens(TAA),mRNA-neoantigens,and hypochlorous acid(HOCl)-oxidized tumor lysates.Furthermore,mRNA-TAAAs were modified with a novel TriVac technology that fuses TAAs with a destabilization domain and inserts TAAs into full-length lysosomal associated membrane protein-1 to enhance major histo-compatibility complex(MHC)class Ⅰ and Ⅱ antigen presentation.The treatment consisted of 42 DC cancer vaccine infusions,26 anti-PD-1 antibody nivolumab administrations and 126 poly I:C injections for DC infusions.The patient also received 28 doses of cyclophosphamide for depletion of regulatory T cells.No immunotherapy-related adverse events were observed during the treatment.Robust antitumor CD4+and CD8+T-cell responses were detected.The patient remains free of disease progression.This is the first case report on the combination of the above three agents to treat glioblastoma patients.Our results suggest that integrated combination immunotherapy is safe and feasible for long-term treatment in this patient.A large-scale trial to validate these findings is warranted.
3.Clinical characteristics of adult Chinese patients with syncope: a multicenter clinical study
Fengjing YANG ; Xu LI ; Peng LIANG ; Zhongmei LIU ; Tong LIU ; Yun WU ; Shuanli XIN ; Gaoxing ZHANG ; Shilin YAN ; Lingping XU ; Lixin WANG ; Bo HU ; Wenwei YUE ; Jielin PU ; Zhichun HUANG ; Rui WANG ; Wen WEN ; Peihong LIN ; Li LI ; Zaixin YU ; Xiaodong WANG ; Xijiu LIU ; Jie ZHANG ; Xiufen QU ; Gary TSE ; Yikun PAN ; Kui HONG ; Jieming ZHU ; Lihua LI ; Wen PAN ; Yong WU ; Min WANG ; Changjun SONG ; Zengshuai WANG ; Jianting DONG ; Xinchun YANG ; Xitian HU ; Fujun WANG ; Wenling LIU
Chinese Journal of Cardiology 2022;50(10):1014-1020
Objective:To analyze the clinical characteristics of adult Chinese patients with syncope.Methods:This is a cross-sectional survey study. Patients with preliminary diagnosis of syncope in the Emergency Department, Geriatrics and Cardiology Outpatient Department, or Syncope Unit of 37 hospitals in 19 provinces, autonomous regions and the Hong Kong Special Administrative Region from June 2018 to March 2021 were included in this study. The clinical features of these patients with syncope were analyzed.Results:A total of 4 950 consecutive patients with syncope were included in this study. The age was (56.3±16.8)years, and 2 604 cases (52.6%) were male. The most common type of syncope was neurally mediated syncope (2 345 (47.4%)), followed by cardiac syncope (1 085 (21.9%)), orthostatic hypotensive syncope (311 (6.3%)), and unexplained syncope accounted for nearly one third (1 155 (23.3%)). Predisposing syncope was more common in patients under 65 years of age(2 066(72.4%) vs. 786(27.6%),χ 2=136.5, P<0.001). Presyncope was more common in patients with neurally mediated syncope (1 972(79.0%) vs.1 908(73.9%), χ 2=17.756, P<0.001). Premonitory symptoms were more common in women(1 837(80.0%) vs. 1 863(73.0%),χ 2=33.432, P<0.001). Presyncope syndrome was more common in patients under 65 years of age (2 482(77.8%) vs. 1 218(73.4%),χ 2=17.523, P=0.001). Cyanosis was more common in ≥65 years old patients (271(18.2%) vs. 369(12.7%), χ 2=23.235, P<0.001). Urinary incontinence was more common in old patients aged ≥65 years(252(15.2%) vs. 345(10.8%), χ 2=19.313, P<0.001). Family history was more common in patients with cardiogenic syncope compared with other types of syncope (264(24.3%) vs. 754(19.5%), χ 2=11.899, P=0.001). Hypertention(1 480(30.5%)), coronary heart disease(1 057(21.4%)), atrial flutter and atrial fibrillation(359(7.2%)), second degree atrioventricular block(236(4.8%)) were common complications of syncope. The proportion of patients with coronary heart disease was significantly higher in cardiac syncope than that of other types of syncope(417(38.4%) vs. 640(16.6%), χ 2=241.376, P<0.001). Other common complications included cerebrovascular diseases (551 (11.1%)) and diabetes mellitus (632(12.8%)). Conclusions:Neurally mediated syncope is the most common syncope in adult Chinese population. Patients with predisposing conditions and premonitory conditions are younger. Presyncope is more common in women. The proportion of family history and coronary heart disease is higher in patients with cardiogenic syncope.
4.miR-93-5p Transferred by Exosomes Promotes the Proliferation of Esophageal Cancer Cells via Intercellular Communication by Targeting PTEN.
Meng Xin LIU ; Juan LIAO ; Ming XIE ; Zhi Kui GAO ; Xiang Hu WANG ; Ying ZHANG ; Mu He SHANG ; Li Hong YIN ; Yue Pu PU ; Ran LIU
Biomedical and Environmental Sciences 2018;31(3):171-185
OBJECTIVETo investigate the relationship between plasma miR-93-5p and the risk of esophageal cancer, as well as the influence of miR-93-5p on the biological function of esophageal cancer cells, exerted through exosomes.
METHODSThe expression of plasma miR-93-5p in esophageal cancer patients and healthy controls was analysed by real-time quantitative PCR. The influence of miR-93-5p on the risk and prognosis of esophageal carcinoma was analyzed by conditional logistic regression and survival analysis. The effect of miR-93-5p on the biological function of recipient cells was investigated by establishing an in vitro donor cell co-culture model. The target gene of miR-93-5p was validated by luciferase reporter assay and Western Blotting.
RESULTSUpregulation of plasma miR-93-5p expression significantly increases the risk of esophageal cancer and is associated with poor prognosis. miR-93-5p transferred by exosomes promotes the proliferation of recipient esophageal cancer cells and affects the expression of PTEN and its downstream proteins p21 and cyclin D1.
CONCLUSIONOur study provides a reference for the identification of biomarkers for the diagnosis and prognosis of esophageal cancer.
Aged ; Cell Communication ; China ; Esophageal Neoplasms ; physiopathology ; Exosomes ; physiology ; Female ; Humans ; Male ; MicroRNAs ; metabolism ; Middle Aged ; PTEN Phosphohydrolase ; genetics ; metabolism ; Risk
5.Comparative study of clinical efficacy between video-assisted anal fistula treatment and traditional fistula resection plus seton in treatment of complex anal fistula.
Li ZHENG ; Jinyan LU ; Yuwei PU ; Chungen XING ; Kui ZHAO
Chinese Journal of Gastrointestinal Surgery 2018;21(7):793-797
OBJECTIVETo explore the efficacy of video-assisted anal fistula treatment (VAAFT) in treatment of complex anal fistula.
METHODSClinical data of 87 patients with complex anal fistula undergoing operation at Department of General Surgery, the Second Affiliated Hospital of Suzhou University from September 2015 to December 2016 were collected to conduct a cohort study. The operative procedure depended on economic conditions and patient preference. Patients were divided into VAAFT group (42 cases) and traditional fistula resection plus seton (FRS) group (45 cases). The procedure of FRS was to completely remove the fistula along external wall, the inner opening and surrounding scar tissues, then, the inner opening was closed with absorbable suture. For deeper and more complex fistula, the above procedure should be combined with seton. Based on the concept of endoscopic minimally invasive surgery, VAAFT could deal with the fistula and inner opening under direct vision. The brief steps were as follows: insertion of the anal fistula scope through external opening into the fistula; continuous injection of glycine-mannitol solution to expand and clean the foul fistula; electrocoagulation of all lesions; clearance of burnt tissues from the lumen with endoscopic brush and forceps; injection of medical fibrin glue through the inner opening; closing the inner opening by suture. Intraoperative and postoperative indices were compared between two groups.
RESULTSVAAFT group included 33 males and 9 females with mean age of (37.4±13.5) years, mean BMI of (24.3±3.2) kg/m, and mean disease course of (4.8±3.9) months. Of 42 cases, 5 had preoperative diabetes mellitus, 31 were high fistula and 11 were low fistula. FRS group included 32 males and 13 females with mean age of (42.1±15.6) years, mean BMI of (24.8±3.7) kg/m, and mean disease course of (5.7±3.6) months. Of 45 cases, 4 had preoperative diabetes mellitus, 37 were high fistula and 8 were low fistula. There were no significant differences in baseline data between two groups(all P>0.05). Compared with FRS group, VAAFT group had significantly shorter operative time [(44.6±10.5) minutes vs. (57.4±12.3) minutes, t=5.203, P=0.000], lower incidence of postoperative bleeding (14.3% vs. 33.3%,χ²=4.304, P=0.038), less pain (Visual Analogue Scale,VAS) (2.9±1.8 vs. 7.3±1.2, t=13.500, P=0.000), faster pain relief [(1.0±0.8) days vs. (4.5±1.2) days, t=15.890, P=0.000] and shorter hospital stay [(4.1±3.5) days vs.(7.5±2.3) days, t=5.389, P=0.000]. However, there were no significant differences between two groups in urinary retention rate, first postoperative fecal time and postoperative infection rate(all P>0.05). All patients were followed up for more than 6 months, FRS group had significantly higher incidence of anal incontinence than VAAFT group (20.0% vs. 2.4%, Fisher P=0.015). However, no significant difference in recurrence rate was found between VAAFT and FRS group(7.1% vs. 15.6%, Fisher P=0.317).
CONCLUSIONSCompared to traditional FRS treatment, VAAFT possesses some advantages in less injury, less pain, faster recovery, and lower postoperative anal incontinence rate. Thus, VAAFT is a superior operative choice in treatment of patients with complex anal fistula.
Adult ; Cohort Studies ; Fecal Incontinence ; Female ; Humans ; Male ; Middle Aged ; Rectal Fistula ; surgery ; Treatment Outcome ; Video-Assisted Surgery ; Young Adult
6.Delayed Terminal Ileal Perforation in a Relapsed/Refractory B-Cell Lymphoma Patient with Rapid Remission Following Chimeric Antigen Receptor T-Cell Therapy.
Yongxian HU ; Jiasheng WANG ; Chengfei PU ; Kui ZHAO ; Qu CUI ; Guoqing WEI ; Wenjun WU ; Lei XIAO ; Yang XIAO ; Jinping WANG ; Zhao WU ; He HUANG
Cancer Research and Treatment 2018;50(4):1462-1466
Chimeric antigen receptor T-cell strategy targeting CD19 (CART19) has prominent anti-tumor effect for relapsed/refractory B-cell lymphomas. CART19-associated complications have been gradually recognized, however, late-onset complications have not been extensively studied. Herein, for the first time we report a diffuse large B-cell lymphoma patient with terminal ileum involvement obtained rapid remission and developed spontaneous terminal ileal perforation 38 days following CART19 infusion. The late-onset perforation reminds us that, for the safety of CART treatment, more cautions are warranted for the management of delayed GI complications.
B-Lymphocytes*
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Humans
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Ileum
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Lymphoma, B-Cell*
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Receptors, Antigen*
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T-Lymphocytes*
7.Safety and efficacy of the second generation biodegradable polymer Cobalt-Chromium sirolimus-eluting stent (EXCEL 2) stent in diabetic patients:A Subgroup analysis of the CREDIT Ⅱ and CREDIT Ⅲ trials
Geng WANG ; Gen LI ; Hui-Liang LIU ; Jing-Hua LIU ; Yong-Ping JIA ; Gen-Shan MA ; Xu-Chen ZHOU ; Shou-Li WANG ; Kui PU ; Ya-Ling HAN
Chinese Journal of Interventional Cardiology 2018;26(1):7-11
Objective To invesgate the safety and efficacy of the second generation biodegradable polymer Cobalt-Chromium sirolimus-eluting stent (EXCEL2) stent in diabetic patients by a subgroup analysis of of the CREDITⅡand CREDIT Ⅲ trials. Methods All patients who were implanted with the EXCEL2 stent were enrolled in the CREDITⅡand CREDIT Ⅲ trials. The primary endpoint was target lesion failure at 24-month, defi ned as a composite of cardiac death, target vessel myocardial infarction (TV-MI) and target lesion revascularization(TLR). The secondary endpoint was endpoints including all-cause death, all myocardial infarction (MI) or any revascularization.Results A total of 828 patients were included from the patients who were implanted with the EXCEL2 stent in the CREDIT II and CREDIT Ⅲ trials. 24-month follow-up rate was 99.5%. There was no significant difference in the primary endpoint (P>0.05) and event rates of the secondary endpoints(P>0.05) between the diabetic and non-diabetic group, which included all-cause death[diabetics (2.5%)vs.non-diabetics(1.4%),P>0.05],myocardial infarction(MI)(7.5% vs.5.0%,P>0.05),all from of revascularization(5.0% vs.3.9%,P>0.05),and stent thrombosis(0.6% vs.0.4%,P>0.05).Conclusions EXCEL 2 stent met the objective performance goal on effcacy and safety, which can reduce make stent restenosis, target vessel revascularization ,with 160 diabetic cases among them, and stent thrombosis in diabetic patients.
8.Effects of granulocyte colony-stimulating factor on electrophysiological properties of post-infarct ventricles in ex vivo rat hearts
Tao LUO ; Yongzhi WANG ; Xubo DENG ; Chenglong SHI ; Wenju SHI ; Kui PU
Chinese Journal of Interventional Cardiology 2017;25(7):395-402
Objective To observe the effects of granulocyte colony stimulating factor (G-CSF) on electrophysiological properties of post-infarct ventricles.Methods Sixty-seven survival Wistar rats were divided into 4 groups:Sham group,Control group,MI early G-CSF group (E-G) and MI delay G-CSF group (D-G) after ligation of the left coronary artery as myocardial infarction model.Monophasic action potential(MAP) was recorded by absorption electrode in ex vivo perfused rat hearts.Effective refractive period(ERP),sinus cardiac length (SCL),action potential amplitude (APA),maximal depolariged (Vmax),ventricular fibrillation threshold(VFF) and ventricular fibrillation duration(VFD) were measured.Results The electrophysiological parameters (SCL,VFT,VFD,APA,ERP/MAP90,dispersion of ERP and MAP90) of the E-G group were improved significantly (all P < 0.05) at day 7 post MI.Improvement in SCL,dispersion of ERP and MAP 90 were found in the D-G group as well at day 7 post MI (all P < 0.05).Substained improvement in electrophysiological parameters were found in the E-G group at 3 months after MI (P <0.05).Besides SCL,APA,Vmax and dispersion of MAP90,all other parameters in the D-G group were similar to that of the control group with no statistical significance and even had a tendency of deterioration in ERP and MAP90 3 months after MI.Conclusion G-CSF intervention could improve electrophysiological properties of ischemic ventricles.Early G-CSF intervention showed better outcomes compared to delay G-CSF intervention on electrical remodeling ischemia myocardiumwhich may have effect on reducing the development of ventricular arrhythmia.
9.Effects of G-CSF on calcium, sodium and potassium ion channel currents of ischemic atrial myocytes in guinea pig
Tao LUO ; Mei GUO ; Chenglong SHI ; Min ZHOU ; Zhongwei JIA ; Kui PU
Chinese Journal of Pathophysiology 2017;33(5):857-864
AIM:To observe the effects of granulocyte colony-stimulating factor (G-CSF) on calcium, sodium and potassium ion channel currents of the ischemic atrial myocytes in guinea pig by whole-cell patch clamp technique.METHODS:The guinea pig atrial myocytes were obtained by enzymolysis.Under ischemia and hypoxia condition, whole-cell patch clamp was used to observe the effects of G-CSF at various concentrations on the changes of the I-V curve, activation curve and availability of L-type calcium channel current (ICa,L) and voltage-dependent sodium channel current (INa), as well as I-V curve of delayed rectifier potassium channel current (IK).RESULTS:Under ischemic condition, the I-V curves of ICa,L were changed by acute G-CSF intervention in a dose-dependent fashion.Except for G-CSF at dose of 300 μg/kg, the other concentrations of G-CSF did not change the activation curve and availability of ICa,L, indicating that the effects of G-CSF on ICa,L were in a voltage-independent fashion.The I-V curves of ICa,L under ischemic condition were gradually approaching the normal levels by the higher dose of G-CSF, while the effect of 300 μg/kg G-CSF on ICa,L was similar to 100 μg/kg G-CSF.Acute G-CSF intervention at different doses did not change I-V curve, activation curve, and availability or steady-state availability of INa.As a part of IK, the rapid activating component (IKr) was improved by 100 μg/kg and 300 μg/kg G-CSF intervention with the similar effects, while the slowly activating component (IKs) was not changed by G-CSF.CONCLUSION:G-CSF affects ion channel electrophysiological properties of ischemic atrial myocytes in a voltage-independent but concentration-dependent manner, thus reducing the incidence of atrial arrhythmia.
10.Preliminary study on effective components of Tripterygium wilfordii for liver toxicity based on spectrum-effect correlation analysis.
Xiao-Mei ZHAO ; Shi-Biao PU ; Qing-Guo ZHAO ; Man GONG ; Jia-Bo WANG ; Zhi-Jie MA ; Xiao-He XIAO ; Kui-Jun ZHAO
China Journal of Chinese Materia Medica 2016;41(15):2915-2921
In this paper, the spectrum-effect correlation analysis method was used to explore the main effective components of Tripterygium wilfordii for liver toxicity, and provide reference for promoting the quality control of T. wilfordii. Chinese medicine T.wilfordii was taken as the study object, and LC-Q-TOF-MS was used to characterize the chemical components in T. wilfordii samples from different areas, and their main components were initially identified after referring to the literature. With the normal human hepatocytes (LO2 cell line)as the carrier, acetaminophen as positive medicine, and cell inhibition rate as testing index, the simple correlation analysis and multivariate linear correlation analysis methods were used to screen the main components of T. wilfordii for liver toxicity. As a result, 10 kinds of main components were identified, and the spectrum-effect correlation analysis showed that triptolide may be the toxic component, which was consistent with previous results of traditional literature. Meanwhile it was found that tripterine and demethylzeylasteral may greatly contribute to liver toxicity in multivariate linear correlation analysis. T. wilfordii samples of different varieties or different origins showed large difference in quality, and the T. wilfordii from southwest China showed lower liver toxicity, while those from Hunan and Anhui province showed higher liver toxicity. This study will provide data support for further rational use of T. wilfordii and research on its liver toxicity ingredients.

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