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1.
PLoS One ; 19(2): e0286120, 2024.
Article in English | MEDLINE | ID: mdl-38422025

ABSTRACT

Modern healthcare has a sharp focus on data aggregation and processing technologies. Consequently, from a data perspective, a patient may be regarded as a timestamped list of medical conditions and their corresponding corrective interventions. Technologies to securely aggregate and access data for individual patients in the quest for precision medicine have led to the adoption of Digital Twins in healthcare. Digital Twins are used in manufacturing and engineering to produce digital models of physical objects that capture the essence of device operation to enable and drive optimization. Thus, a patient's Digital Twin can significantly improve health data sharing. However, creating the Digital Twin from multiple data sources, such as the patient's electronic medical records (EMR) and personal health records (PHR) from wearable devices, presents some risks to the security of the model and the patient. The constituent data for the Digital Twin should be accessible only with permission from relevant entities and thus requires authentication, privacy, and provable provenance. This paper proposes a blockchain-secure patient Digital Twin that relies on smart contracts to automate the updating and communication processes that maintain the Digital Twin. The smart contracts govern the response the Digital Twin provides when queried, based on policies created for each patient. We highlight four research points: access control, interaction, privacy, and security of the Digital Twin and we evaluate the Digital Twin in terms of latency in the network, smart contract execution times, and data storage costs.


Subject(s)
Blockchain , Health Records, Personal , Humans , Delivery of Health Care , Privacy , Electronic Health Records
2.
Foods ; 13(4)2024 Feb 18.
Article in English | MEDLINE | ID: mdl-38397590

ABSTRACT

The physicochemical traits of highland barley prominently affect the quality of Tsampa. To find out the relevance between the physicochemical properties of raw material and the texture parameters of processed products, twenty-five physicochemical traits and ten quality parameters for seventy-six varieties of highland barley were measured and analyzed. The results showed that there was a significant difference between the physicochemical indexes for highland barleys of various colors. The dark highland barley generally has more fat, protein, total dietary fiber, phenolic, Mg, K, Ca, and Zn and less amylose, Fe, Cu, and Mo than light colored barley. Then, these highland barleys were made into Tsampa. A comprehensive quality evaluation model based on the color and texture parameters of Tsampa was established through principal component analysis. Then, cluster analysis was used to classify the tested samples into three edible quality grades predicated on the above evaluation model. At last, the regression analysis was applied to establish a Tsampa quality predictive model according to the physicochemical traits of the raw material. The results showed that amylose, protein, ß-Glucan, and a* and b* could be used to predict the comprehensive quality of Tsampa. The predicted results indicated that 11 of 14 validated samples were consistent with the actual quality, and the accuracy was above 78.57%. Our study built the approach of the appropriate processing varieties evaluation. It may provide reference for processing specific highland barley.

3.
Micromachines (Basel) ; 14(8)2023 Aug 20.
Article in English | MEDLINE | ID: mdl-37630182

ABSTRACT

Due to their lack of pollution and long replacement cycles, piezoelectric energy harvesters have gained increasing attention as emerging power generation devices. However, achieving effective energy harvesting in ultra-low-frequency (<1 Hz) rotational environments remains a challenge. Therefore, a novel rotational energy harvester (REH) with a double-frequency up-conversion mechanism was proposed in this study. It consisted of a hollow cylindrical shell with multiple piezoelectric beams and a ring-shaped slider with multiple paddles. During operation, the relative rotation between the slider and the shell induced the paddles on the slider to strike the piezoelectric beams inside the shell, thereby causing the piezoelectric beams to undergo self-excited oscillation and converting mechanical energy into electrical energy through the piezoelectric effect. Additionally, by adjusting the number of paddles and piezoelectric beams, the frequency of the piezoelectric beam struck by the paddles within one rotation cycle could be increased, further enhancing the output performance of the REH. To validate the output performance of the proposed REH, a prototype was fabricated, and the relationship between the device's output performance and parameters such as the number of paddles, system rotation speed, and device installation eccentricity was studied. The results showed that the designed REH achieved a single piezoelectric beam output power of up to 2.268 mW, while the REH with three piezoelectric beams reached an output power of 5.392 mW, with a high power density of 4.02 µW/(cm3 Hz) under a rotational excitation of 0.42 Hz, demonstrating excellent energy-harvesting characteristics.

4.
Neurol Sci ; 44(7): 2431-2442, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36808310

ABSTRACT

PURPOSE: This study aimed at the population receiving thrombolytic therapy and to explore the optimal time point for neutrophil-to-lymphocyte ratio (NLR) in predicting stroke-associated pneumonia (SAP). METHODS: We assessed patients undergoing intravenous thrombolysis (IVT) for acute ischemic stroke. Blood parameters were sampled before thrombolysis (within 30 min after admission) and within 24-36 h after thrombolysis, respectively. The primary outcome measure was the occurrence of SAP. Multivariate logistic regression analysis was performed to analyze the association between admission blood parameters and the event of SAP. We also used receiver operating characteristic (ROC) curve analysis to assess the discriminative ability of blood parameters measured at different times in predicting SAP. RESULTS: Among the 388 patients, SAP occurred in 60 (15%) patients. Multivariate logistic regression analysis showed that NLR was significantly associated with SAP (NLR before IVT: aOR = 1.288; 95%CI = 1.123-1.476; p < 0.001; NLR after IVT: (aOR = 1.127, 95%CI = 1.017-1.249; p = 0.023). The ROC curve showed that the predictive ability of NLR after IVT was better than NLR before IVT, not only in predicting the occurrence of SAP but also in predicting short-term and long-term functional outcomes, hemorrhagic transformation, and 1-year mortality. CONCLUSION: Increased NLR measured within 24-36 h after IVT has a significant predictive effect on the occurrence of SAP and can be used to predict short-term and long-term poor functional outcomes, hemorrhagic transformation, and 1-year mortality.


Subject(s)
Ischemic Stroke , Pneumonia , Stroke , Humans , Neutrophils , Retrospective Studies , Stroke/complications , Stroke/drug therapy , Lymphocytes
5.
Protein Pept Lett ; 30(1): 35-43, 2023.
Article in English | MEDLINE | ID: mdl-36336812

ABSTRACT

BACKGROUND: DNA helicases are unwinding enzymes that are essential for many cellular processes. Research has suggested that both the model microorganisms of a single chromosome and the model microorganisms of multiple chromosomes adopt DNA helicases encoded by chromosome I. Therefore, studying DNA helicases encoded by chromosome II may lay some foundation for understanding nucleic acid metabolism processes. OBJECTIVE: To prove the existence of DNA helicase encoded by chromosome II and to reveal its difference compared to DNA helicase encoded by chromosome I. METHODS: The DNA helicases of Pseudoalteromonas spongiae JCM 12884T and Pseudoalteromonas tunicata DSM 14096T were analyzed by sequence alignment and phylogenetic relationships with other known DNA helicases. Then, proteins of P. spongiae JCM 12884T and P. tunicata DSM 14096T were obtained by heterologous expression. N-terminal sequencing and liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis were performed to confirm the form of proteins. A fluorescence resonance energy transfer (FRET) assay was used to measure the activity of helicases. RESULTS: DnaB-pspo and DnaB-ptun belong to the same family, the PRK08840 superfamily, and form a branch with helicases encoded by chromosome I. YwqA-pspo and YwqA-ptun have similar domains and form another branch with helicases encoded by chromosome II. All four helicases have DNA unwinding activity. YwqA is more efficient than DnaB for DNA unwinding, especially YwqA-pspo, which is encoded by bidirectional replication chromosome II. CONCLUSION: This is the first study to show that the existence of a DNA helicase encoded by chromosome II, and DNA helicase encoded by chromosome II is more efficient than chromosome I for DNA unwinding.


Subject(s)
Escherichia coli , Tandem Mass Spectrometry , DnaB Helicases/chemistry , DnaB Helicases/genetics , DnaB Helicases/metabolism , Chromatography, Liquid , Phylogeny , Escherichia coli/genetics , DNA/chemistry , DNA Helicases/genetics , DNA Helicases/metabolism , DNA Replication , Bacterial Proteins/chemistry
6.
Chinese Journal of Cardiology ; (12): 759-768, 2023.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-984714

ABSTRACT

Objective: Bioinformatics analysis was used to screen differentially expressed genes (DEGs) in macrophages of sepsis myocardial injury and to verify key genes. Methods: Experiment 1 (gene chip and bioinformatics analysis): The gene chip data GSE104342 of cardiac macrophages in septic mice was downloaded from Gene Expression Omnibus database. DEGs were obtained by R language analysis. DAVID online database was used to obtain gene ontology and kyoto encyclopedia of genes and genomes (KEGG) enrichment analysis of DEGs. STRING online database was used for protein-protein interaction network analysis of DEGs, and then key genes were screened by using Cytoscape software and molecular complex detection (MCODE) plug-ins. Experiment 2 (sepsis model construction and related protein verification): Ten male C57BL/6 mice, aged 8-14 weeks. Five mice were randomly selected as control group, and 5 mice were selected as the sepsis group by building a mice sepsis model in vivo. Echocardiography was used to detect the cardiac function. Hematoxylin-eosin staining was used to assess the cardiac morphology. TUNEL staining was used to evaluate cardiomyocyte apoptosis. Immunofluorescence staining was used to detect the expression of differentiation antigen cluster 206 (CD206),inducible nitric oxide synthases (iNOS),F4/80,suppressor of cytokine signaling 3 (Socs3) ,interleukin 1 receptor antagonist (Il1rn) and chemokine C-C motif ligand 7 (Ccl7) protein. RAW264.7 macrophages were cultured in vitro and divided into 2 groups: LPS groupstimulated by lipopolysaccharide (LPS, 1 mg/L) and blank control group treated with equal-volume phosphate buffer solution. Reverse transcription-polymerase chain reaction (RT-PCR) was used to evaluate the expression of Socs3, Il1rn and Ccl7 in vitro. Results: Experiment 1: 24 647 genes were screened in GSE104342 dataset and 177 genes (0.72%) were differential expression, including 120 up-regulated genes and 57 down-regulated genes. Gene ontology enrichment analysis showed that DEGs were mainly involved in inflammatory response, immune response, apoptosis regulation and antigen processing and presentation. KEGG signaling pathway analysis showed that DEGs in cardiac macrophages of septic mice were mainly enriched in cytokine-cytokine receptor interaction, tumor necrosis factor signaling pathway, NOD like receptor signaling pathway. Three hub genes were obtained by STRING and Cytoscape analysis, including Socs3, Il1rn and Ccl7. Experiment 2: In vivo, it was found that compared with the control group, the cardiac function of the sepsis mice decreased significantly, the myocardial cells were significantly edema, inflammatory cell infiltration, myocardial fiber rupture, some myocardial nuclei dissolved and disappeared, and the cardiomyocyte apoptosis increased, suggesting that the sepsis myocardial injury model of mice was successfully constructed. Compared with the control group, the expression of CD206 in the myocardium of septic mice was down-regulated, the expression of iNOS, F4/80, Socs3, Il1rn and Ccl7 were up-regulated. In addition, there was co-localization between Socs3, Il1rn, Ccl7 and F4/80 protein. Compared with the blank control group, the expression of Socs3, Il1rn and Ccl7 significantly upregulated after LPS intervention in vitro by RT-PCR. Conclusions: The selected key genes Socs3, Il1rn and Ccl7 were up-regulated in myocardial macrophages of septic mice. Socs3, Il1rn and Ccl7 are expected to become new targets for the diagnosis and treatment of sepsis cardiac injury.


Subject(s)
Male , Mice , Animals , Lipopolysaccharides , Mice, Inbred C57BL , Myocardium , Computational Biology , Sepsis , Macrophages , Cytokines , Gene Expression Profiling
7.
Journal of Chinese Physician ; (12): 675-679, 2023.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-992359

ABSTRACT

Objective:To investigate the effect of ultrasound monitoring of inferior vena cava collapse index (IVC-CI) guiding fluid replacement on circulation in elderly patients during induction of general anesthesia.Methods:A total of 71 elderly patients who underwent elective surgery under general anesthesia and tracheal intubation at Hunan Provincial People′s Hospital from April 2021 to September 2022 were randomly divided into control group (35 cases) and observation group (36 cases) using a random number table method. Before anesthesia, both groups of patients underwent IVC ultrasound examination and calculated the IVC-CI value. For patients with IVC-CI≥40%, the observation group was given 8 ml/kg of crystal solution before anesthesia induction, while the control group was not treated. The incidence of hypotension, the use of vasoactive drugs, and the total infusion volume from anesthesia induction to skin incision were recorded in two groups. Mean arterial blood pressure (MBP), heart rate (HR), oxygen saturation (SpO 2), cardiac index (CI), and cardiac volume variability (SVV) before anesthesia (T 0), 5 min after induction (T 1), 1 min after tracheal intubation (T 2), 5 min after tracheal intubation (T 3), 10 min after tracheal intubation (T 4), and 1 min before skin incision (T 5) were recorded and compared between the two groups. Results:The incidence of hypotension (27.8% vs 60.0%) and utilization rate of vasoactive drugs (25.0% vs 48.6%) in the observation group were lower than those in the control group, and the total infusion volume during anesthesia induction was higher than that in the control group, with statistical significance (all P<0.05). SVV, CI and MBP at T 1, T 3, T 4 and T 5 were significantly different from those at T 0 in the control group ( F=3.85, 14.66, 3.96, all P<0.05). SVV, CI and MBP at T 1, T 3, T 4 and T 5 in the observation group were significantly different from those at T 0 ( F=3.51, 13.20, 4.35, all P<0.05). There was no significant difference in SVV, CI, MBP, HR and SpO 2 between 2 groups (all P>0.05). Conclusions:For the elderly patients with preoperative IVC-CI≥40%, pre-filling with 8ml/kg crystal solution before anesthesia induction can significantly reduce the incidence of hypotension and the utilization rate of vasoactive drugs in the elderly patients during anesthesia induction.

9.
Toxins (Basel) ; 14(10)2022 Oct 21.
Article in English | MEDLINE | ID: mdl-36287985

ABSTRACT

Scorpion-venom-derived peptides have become a promising anticancer agent due to their cytotoxicity against tumor cells via multiple mechanisms. The suppressive effect of the cationic antimicrobial peptide Smp24, which is derived from the venom of Scorpio Maurus palmatus, on the proliferation of the hepatoma cell line HepG2 has been reported earlier. However, its mode of action against HepG2 hepatoma cells remains unclear. In the current research, Smp24 was discovered to suppress the viability of HepG2 cells while having a minor effect on normal LO2 cells. Moreover, endocytosis and pore formation were demonstrated to be involved in the uptake of Smp24 into HepG2 cells, which subsequently interacted with the mitochondrial membrane and caused the decrease in its potential, cytoskeleton reorganization, ROS accumulation, mitochondrial dysfunction, and alteration of apoptosis- and autophagy-related signaling pathways. The protecting activity of Smp24 in the HepG2 xenograft mice model was also demonstrated. Therefore, our data suggest that the antitumor effect of Smp24 is closely related to the induction of cell apoptosis, cycle arrest, and autophagy via cell membrane disruption and mitochondrial dysfunction, suggesting a potential alternative in hepatocellular carcinoma treatment.


Subject(s)
Antineoplastic Agents , Carcinoma, Hepatocellular , Liver Neoplasms , Scorpion Venoms , Humans , Mice , Animals , Carcinoma, Hepatocellular/metabolism , Hep G2 Cells , Scorpions/metabolism , Scorpion Venoms/metabolism , Reactive Oxygen Species , Liver Neoplasms/drug therapy , Liver Neoplasms/metabolism , Apoptosis , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Peptides/pharmacology , Peptides/therapeutic use , Peptides/metabolism , Cell Proliferation , Membrane Potential, Mitochondrial
10.
Zhongguo Ying Yong Sheng Li Xue Za Zhi ; 38(6): 730-734, 2022 Nov.
Article in Chinese | MEDLINE | ID: mdl-37308426

ABSTRACT

Objective: To investigate the effects of bosutinib on the malignant behavior of thyroid papillary carcinoma B-CPAP cells and its possible mechanisms. Methods: Thyroid papillary carcinoma B-CPAP cells were cultured in vitro with a concentration gradient of(1、2、3、4 and 5 µmol/L)bosutinib intervened for 24 hours, DMSO was used as the control group. Five parallel compound holes were set in each group. Cell counting kit (CCK-8 method) method was used to detect cell proliferation. Transwell assay and cell wound healing assay were used to detect cell invasion and migration. TUNEL staining assay and flow cytometry were used to detect cell apoptosis. Western blot was used to detect the expressions of autophagic proteins (Beclin-1, LC3, p62) and signal pathway proteins (SIK2, p-mTOR, mTOR, p-ULK1, ULK1). Results: Compared with the control group, the cell proliferation activity, migration ability and invasion ability were decreased (P<0.01), while the cell apoptosis rate was increased (P<0.01) in the bosutinib concentration groups of 2, 3, 4 and 5 µmol/L . In the concentration groups of 4 and 5 µmol/L, the expression of Beclin-1 (P<0.05), LC3- Ⅱ/LC3- Ⅰ (P<0.05), SIK2 (P<0.01) and p-ULK1 (P<0.01) protein was decreased, while the expression of p62 (P< 0.05) and p-mTOR (P<0.01) protein was increased. Conclusion: Bosutinib may inhibit the autophagy of thyroid papillary carcinoma cells through SIK2-mTOR-ULK1 signaling pathway to inhibit their proliferation, invasion and migration and promote apoptosis, thereby weakening their malignant behavior.


Subject(s)
Carcinoma, Papillary , Humans , Beclin-1 , Thyroid Gland , TOR Serine-Threonine Kinases
11.
Mitochondrial DNA B Resour ; 6(7): 1852-1854, 2021 Jun 03.
Article in English | MEDLINE | ID: mdl-34124367

ABSTRACT

In the present study, the complete chloroplast genome of Hordeum vulgare L. var. trifurcatum was sequenced, assembled and compared with closely related species. The chloroplast genome of Hordeum vulgare L. var. trifurcatum was composed of 84 protein-coding genes (PCG), 8 ribosomal RNA (rRNA) genes, and 38 transfer RNA (tRNA) genes. The Hordeum vulgare L. var. trifurcatum chloroplast genome is 136,485 bp in size, with the GC content of 38.32%. Phylogenetic analysis based on the combined chloroplast gene dataset indicated that the Hordeum vulgare L. var. trifurcatum exhibited a close relationship with Hordeum vulgare subsp. spontaneum and Hordeum vulgare subsp. vulgare.

12.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-908064

ABSTRACT

Objective:To retrospectively analyze the clinical application of extracorporeal membrane oxygenation (ECMO) in severe adenovirus pneumonia, and to evaluate the application value of ECMO in children with severe adenovirus pneumonia.Methods:Children diagnosed with severe adenovirus pneumonia and intervened with ECMO in the Hunan Children′s Hospital from January 1, 2018 to December 31, 2019 were recruited in this study for analyzing.The gender, age, clinical manifestations, mechanical ventilation duration, ECMO duration, the length of hospital stay, complications and prognosis were collected and analyzed.Results:A total of 4 children were included in the study, involving 2 cases were successfully evacuated from ECMO.Finally, 3 children died, and 1 case survived.Three death cases had a longer than 18 days of duration from the onset to the start with ECMO.Their ventilator assist time before star-ting ECMO was 3-5 days, and ECMO intervention time was longer, with the maximum of 27.5 days.The survived case had an 11-day duration from the onset to the start with ECMO, and the ventilator assisted time and ECMO intervention time were 5 days, and less than 10 days, respectively.Conclusions:ECMO treatment for children with severe adenovirus pneumonia has a low success rate, but it is still the most important way to save children.Early application of ECMO can improve the prognosis of children with severe adenovirus pneumonia.

13.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-882503

ABSTRACT

Radiation-induced brain injury is a serious untoward effect of radiotherapy for malignant tumors. Patients received radiotherapy frequently occur cognitive dysfunction which seriously affects the quality of life. Although the exact mechanisms regarding radiation-induced cognitive dysfunction remain unclear, prevention strategies targeting cognitive dysfunction are increasingly applied to clinical intervention, including whole brain radiotherapy with hippocampus avoidance, stereotactic radiosurgery in patients with multiple brain metastases, and pretreatment with neuroprotective drugs such as memantine and donepezil. In addition, measures including appropriate radiotherapy management models, regular cognitive tests, and therapeutic measures at the appropriate time are critical to improve the quality of life for brain tumor patients.

14.
China Pharmacy ; (12): 788-793, 2021.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-875809

ABSTRACT

OBJECTIVE:To c ompare the situation of adverse drug reaction (ADR) collection by social media between European and American countries and China ,so as to provide reference for the improvement of corresponding work in China. METHODS:By retrieving relevant literatures from CNKI ,Web of Science ,Elsevier ScienceDirect ,SpringerLink and so on , referring to the official website of International Conference on Harmonization of Technical Requirements for Registration of Pharmaceuticals for Human Use (ICH),the current situation of ADR collection by social media in European and American countries(organizations)such as the United States ,the European Union ,the United Kingdom ,France was introduced ,and compared with the corresponding work in China. The advantages and possible problems of using social media to collect ADR were analyzed so as to put forward some suggestions on how to use social media to collect ADR in China. RESULTS & CONCLUSIONS:Since 2013,many countries in Europe and the United States have started to collect ADRs using social media (such as Twitter ,Facebook),such as the draft on drug safety issues on social media issued by the Pharmaceutical Research and Manufacturers of America (PhRMA),and the EU organization ’s Innovative Medicines Initiative (IMI)network to identify adverse drug reaction in web media (WEB-RADR)projects. Through this way ,it is more convenient for patients to report ADR ,and helpful for the pharmacovigilance department to collect ADR information in time ,and can be used as an important supplement to the traditional drug safety information report. However ,there are some advantages ,such as mismatch between the health vocabulary spontaneously reported by patients and medical professional vocabulary ,the challenges of balancing the relationship between public health maintenance and patient privacy protection ,and various deviations affecting the reporting rate and quality of ADR collected by social media. When using social media (such as Wechat ,microblog,QQ and other social media or tools ,as well as applications and small programs )to collect ADR information in China ,it is suggested to ensure the ease of use and security of reporting ADR applications ,and improve the design of applications to comply with E 2B (R3) data elements and information specifications of ICH guidelines for the electronic transmission of individu al security reports. At the same time ,we should give full play to the supervisory role of regulatory department ,consider non-regulatory factors ,and take privacy protection measures to make it conform to ethics.

15.
Int J Infect Dis ; 96: 148-150, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32335339

ABSTRACT

The ongoing outbreak of COVID-19 that began in Wuhan, China, become an emergency of international concern when thousands of people were infected around the world. This study reports a case simultaneously infected by SARS-Cov-2 and HIV, which showed a longer disease course and slower generation of specific antibodies. This case highlights that a co-infection of SARS-Cov-2 and HIV may severely impair the immune system.


Subject(s)
Betacoronavirus , CD4 Lymphocyte Count , Coinfection/immunology , Coronavirus Infections/immunology , HIV Infections/immunology , Pneumonia, Viral/immunology , Adult , COVID-19 , Coronavirus Infections/complications , HIV Infections/complications , Humans , Male , Pandemics , Pneumonia, Viral/complications , SARS-CoV-2
16.
IEEE Trans Biomed Eng ; 67(2): 335-343, 2020 02.
Article in English | MEDLINE | ID: mdl-31021760

ABSTRACT

OBJECTIVE: The purpose of this paper is to propose a novel algorithm for joint optic disc and cup segmentation, which aids the glaucoma detection. METHODS: By assuming the shapes of cup and disc regions to be elliptical, we proposed an end-to-end region-based convolutional neural network for joint optic disc and cup segmentation (referred to as JointRCNN). Atrous convolution is introduced to boost the performance of feature extraction module. In JointRCNN, disc proposal network (DPN) and cup proposal network (CPN) are proposed to generate bounding box proposals for the optic disc and cup, respectively. Given the prior knowledge that the optic cup is located in the optic disc, disc attention module is proposed to connect DPN and CPN, where a suitable bounding box of the optic disc is first selected and then continued to be propagated forward as the basis for optic cup detection in our proposed network. After obtaining the disc and cup regions, which are the inscribed ellipses of the corresponding detected bounding boxes, the vertical cup-to-disc ratio is computed and used as an indicator for glaucoma detection. RESULTS: Comprehensive experiments clearly show that our JointRCNN model outperforms state-of-the-art methods for optic disc and cup segmentation task and glaucoma detection task. CONCLUSION: Joint optic disc and cup segmentation, which utilizes the connection between optic disc and cup, could improve the performance of optic disc and cup segmentation. SIGNIFICANCE: The proposed method improves the accuracy of glaucoma detection. It is promising to be used for glaucoma screening.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Neural Networks, Computer , Optic Disk/diagnostic imaging , Algorithms , Databases, Factual , Glaucoma/diagnostic imaging , Humans
17.
Acta Pharmaceutica Sinica ; (12): 2665-2673, 2020.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-837526

ABSTRACT

In this study, the effect of benzo[α]pyrene (BaP) on chaperone-mediated autophagy (CMA) in a simulated hypoxia environment was observed and the relationship to heat shock protein 90 (HSP90) was clarified. With HSP90 inhibitor geldanamycin (GA) and HSP90α silenced, the mRNA and protein expression of hypoxia-inducible factor-1α (HIF-1α), HSP90, heat shock cognate protein 70 (HSC70), and lysosomal associated protein 2A (LAMP-2A) of A549 cells on hypoxic environment by BaP were tested. Alkaline comet experiment, immunofluorescence γ-H2AX focus experiment, quantitative real-time PCR (qPCR), and Western blot analyses were used to clarify the relationship between the DNA damage of different concentrations of BaP in A549 cells and the mRNA and protein expression of CMA-related factors. The results show that hypoxia can promote the expression of mRNA and protein of CMA-related factors in A549 cells. This study found that BaP has an inhibitory effect on CMA under the hypoxic environment. The inhibition or silencing of HSP90 will enhance the inhibitory effect of BaP on CMA. In a normoxic environment, BaP causes DNA damage and promotes CMA.

18.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-829066

ABSTRACT

OBJECTIVE@#To explore the effect of acupuncture on oxidative stress and apoptosis-related proteins of liver in obese mice induced by high-fat diet.@*METHODS@#A total of 45 male C57BL/6 mice were randomized into a control group (10 mice) and a model established group (35 mice). Mice in the model established group were fed with high-fat diet for 16 weeks to establish the obesity model. After model established, 30 mice were randomized into a model group, a non-acupoint group and an acupoint group, 10 mice in each one. Acupuncture was applied at "Guanyuan" (CV 4), " Zusanli" (ST 36), "Yishu" (EX-B 3) in the acupoint group and the points of 0.5 cm and 1 cm to the base of tail in the non-acupoint group, 15 min each time, once a day for 8 weeks. Mice in the control group were fed with normal diet, while mice in the other 3 groups were fed with high-fat diet continuously for 8 weeks. The body weight was measured at 0, 4th, 8th, 12th, 16th, 20th, 24th week in each group respectively. After 24-week intervention, the weight of white adipose tissue of epididymis and perirenal and liver was measured; the levels of serum alanine transaminase(ALT) and glutamic oxaloacetic aminotransferase (AST) were detected by automatic biochemical analyzer; liver homogenate was used to detect the level of malondialdehyde (MDA) and the activity of superoxide dismutase (SOD); the liver morphology was observed by HE staining; the expression of apoptosis-related proteins Bax and Bcl-2 were detected by Western blot.@*RESULTS@#Compared with the control group, the body weight of mice in the model group, the acupoint group and the non-acupoint group was decreased on 16th week into experiment (before intervention, <0.05); compared with the model group and the non-acupoint group, the body weight of mice in the acupoint group were decreased after intervention (<0.05). Compared with the control group, the weight of white adipose tissue and liver, the levels of serum ALT and AST, the level of liver MDA, the expression of liver Bax were increased (<0.05); the activity of liver SOD and the expression of liver Bcl-2 were decreased in the model group after intervention (<0.05). Compared with the model group and the non-acupoint group, the weight of white adipose tissue and liver, the levels of serum ALT and AST, the level of liver MDA, the expression of liver Bax were decreased (<0.05); the activity of liver SOD and the expression of liver Bcl-2 were increased in the acupoint group after intervention (<0.05).@*CONCLUSION@#Acupuncture at "Guanyuan" (CV 4), "Zusanli" (ST 36) and "Yishu"(EX-B 3) can improve obesity and obesity related hepatic disorder by regulating oxidative stress and inhibiting apoptosis in liver.

19.
Ann Nucl Med ; 33(9): 671-680, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31190182

ABSTRACT

OBJECTIVE: The aim of this study was to identify whether PET/CT-related metabolic parameters of the primary tumor could predict occult lymph node metastasis (OLM) in patients with T1-2N0M0 NSCLC staged by 18F-FDG PET/CT. METHODS: 215 patients with clinical T1-2N0M0 (cT1-2N0M0) NSCLC who underwent both preoperative FDG PET/CT and surgical resection with the systematic lymph node dissection were included in the retrospective study. Heterogeneity factor (HF) was obtained by finding the derivative of the volume-threshold function from 40 to 80% of the maximum standardized uptake value (SUVmax). Univariate and multivariate stepwise logistic regression analyses were used to identify these PET parameters and clinicopathological variables associated with OLM. RESULTS: Statistically significant differences were detected in sex, tumor site, SUVmax, mean SUV (SUVmean), metabolic tumor volume (MTV), total lesion glycolysis and HF between patients with adenocarcinoma (ADC) and squamous cell carcinoma (SQCC). OLM was detected in 36 (16.7%) of 215 patients (ADC, 27/152 = 17.8% vs. SQCC, 9/63 = 14.3%). In multivariate analysis, MTV (OR = 1.671, P = 0.044) in ADC and HF (OR = 8.799, P = 0.023) in SQCC were potent associated factors for the prediction of OLM. The optimal cutoff values of 5.12 cm3 for MTV in ADC, and 0.198 for HF in SQCC were determined using receiver operating characteristic curve analysis. CONCLUSIONS: In conclusion, MTV was an independent predictor of OLM in cT1-2N0M0 ADC patients, while HF might be the most powerful predictor for OLM in SQCC. These findings would be helpful in selecting patients who might be considered as candidates for sublobar resection or new stereotactic ablative radiotherapy.


Subject(s)
Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Positron Emission Tomography Computed Tomography , Biological Transport , Female , Fluorodeoxyglucose F18/metabolism , Glycolysis , Humans , Lung Neoplasms/metabolism , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Staging , ROC Curve , Retrospective Studies
20.
Sensors (Basel) ; 19(5)2019 Mar 11.
Article in English | MEDLINE | ID: mdl-30862110

ABSTRACT

Access and utilization of data are central to the cloud computing paradigm. With the advent of the Internet of Things (IoT), the tendency of data sharing on the cloud has seen enormous growth. With data sharing comes numerous security and privacy issues. In the process of ensuring data confidentiality and fine-grained access control to data in the cloud, several studies have proposed Attribute-Based Encryption (ABE) schemes, with Key Policy-ABE (KP-ABE) being the prominent one. Recent works have however suggested that the confidentiality of data is violated through collusion attacks between a revoked user and the cloud server. We present a secured and efficient Proxy Re-Encryption (PRE) scheme that incorporates an Inner-Product Encryption (IPE) scheme in which decryption of data is possible if the inner product of the private key, associated with a set of attributes specified by the data owner, and the associated ciphertext is equal to zero 0 . We utilize a blockchain network whose processing node acts as the proxy server and performs re-encryption on the data. In ensuring data confidentiality and preventing collusion attacks, the data are divided into two, with one part stored on the blockchain network and the other part stored on the cloud. Our approach also achieves fine-grained access control.

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