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1.
BMC Med Inform Decis Mak ; 24(1): 266, 2024 Sep 27.
Article in English | MEDLINE | ID: mdl-39334261

ABSTRACT

Continuous renal replacement therapy (CRRT) is a life-saving procedure for sepsis but the benefit of CRRT varies and prediction of clinical outcomes is valuable in efficient treatment planning. This study aimed to use machine learning (ML) models trained using MIMIC III data for identifying sepsis patients who would benefit from CRRT. We first selected patients with sepsis and CRRT in the ICU setting and their gender, and an array of routine lab results were included as features to train machine learning models using 30-day mortality as the primary outcome. A total of 4161 patients were included for analysis, among whom there were 1342 deaths within 30 days. Without data augmentation, extreme gradient boosting (XGBoost) showed an accuracy of 64.2% with AUC-ROC of 0.61. Data augmentation using a conditional generative adversarial neural network (c-GAN) resulted in a significantly improved accuracy (82%) and ROC-AUC (0.78%). To enable prediction on pediatric patients, we adopted transfer learning approaches, where the weights of all but the last hidden layer were fixed, followed by fine-tuning of the weights of the last hidden layer using pediatric data of 200 patients as the inputs. A significant improvement was observed using the transfer learning approach (AUCROC = 0.76) compared to direct training on the pediatric cohort (AUCROC = 0.62). Through this transfer-learning-facilitated patient outcome prediction, our study showed that ML can aid in clinical decision-making by predicting patient responses to CRRT for managing pediatric sepsis.


Subject(s)
Continuous Renal Replacement Therapy , Machine Learning , Sepsis , Humans , Sepsis/therapy , Male , Female , Child , Child, Preschool , Infant , Adolescent
2.
J Fish Dis ; 43(2): 239-252, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31820468

ABSTRACT

Pure bacterial cultures were isolated from different tissues of moribund Megalobrama terminalis from a high mortality event that occurred at a farm in Foshan, China. Two isolates (F2 and F3) were identified as Streptococcus dysgalactiae subsp. dysgalactiae based on morphological and biochemical detection as well as molecular analysis. In brain heart infusion broth, the best growth conditions of isolate F3 were 35ºC, salinity 5‰ and pH 7. Furthermore, infection with isolate F3 (1.2 × 106  CFU/fish) led to the death of M. terminalis and zebrafish (Danio rerio). However, isolate F3 had no obvious pathogenicity to tilapia (GIFT, Oreochromis niloticus). When the water temperature was 29ºC, the corresponding mortality rates for zebrafish infected by isolate F3 were higher than those at 23ºC. Culture for 24 and 72 hr with isolate F3 resulted in the same mortality rates for zebrafish. The antimicrobial susceptibility assay revealed that isolate F3 was susceptible to ampicillin, florfenicol and several other antibiotics but resistant to nalidixic acid, streptomycin, sulfamethoxazole/trimethoprim, neomycin and amikacin. To our knowledge, this is the first report that S. dysgalactiae infected the subtropical freshwater fish M. terminalis, which indicates that this bacterium is a potential threat to subtropical freshwater fish.


Subject(s)
Cyprinidae , Fish Diseases/microbiology , Streptococcal Infections/veterinary , Streptococcus/physiology , Streptococcus/pathogenicity , Animals , Anti-Bacterial Agents/pharmacology , China , Cichlids , Drug Resistance, Bacterial , Phylogeny , Streptococcal Infections/microbiology , Streptococcus/classification , Streptococcus/drug effects , Zebrafish
3.
Zhongguo Dang Dai Er Ke Za Zhi ; 22(1): 31-36, 2020 Jan.
Article in Zh | MEDLINE | ID: mdl-31948521

ABSTRACT

OBJECTIVE: To study the clinical effect and complications of continuous blood purification (CBP) in the treatment of multiple organ dysfunction syndrome (MODS) in neonates. METHODS: A retrospective analysis was performed for the clinical data of 21 neonates with MODS who were admitted to the neonatal intensive care unit from November 2015 to April 2019 and were treated with CBP. Clinical indices were observed before treatment, at 6, 12, 24, and 36 hours of CBP treatment, and at the end of treatment to evaluate the clinical effect and safety of CBP treatment. RESULTS: Among the 21 neonates with MODS undergoing CBP, 17 (81%) had response to treatment. The neonates with response to CBP treatment had a significant improvement in oxygenation index at 6 hours of treatment, a significant increase in urine volume at 24 hours of treatment, a stable blood pressure within the normal range at 24 hours of treatment, and significant reductions in the doses of the vasoactive agents epinephrine and dopamine at 6 hours of treatment (P<0.05), as well as a significant reduction in serum K+ level at 6 hours of treatment, a significant improvement in blood pH at 12 hours of treatment, and significant reductions in blood lactic acid, blood creatinine, and blood urea nitrogen at 12 hours of treatment (P<0.05). Among the 21 neonates during CBP treatment, 6 experienced thrombocytopenia, 1 had membrane occlusion, and 1 experienced bleeding, and no hypothermia, hypotension, or infection was observed. CONCLUSIONS: CBP is a safe, feasible, and effective method for the treatment of MODS in neonates, with few complications.


Subject(s)
Multiple Organ Failure , Blood Gas Analysis , Blood Urea Nitrogen , Hemofiltration , Humans , Infant, Newborn , Retrospective Studies
4.
Small ; 14(9)2018 03.
Article in English | MEDLINE | ID: mdl-29280338

ABSTRACT

The delivery of tumor-suppressive noncoding RNAs (ncRNAs) including short ncRNAs (i.e., miRNAs) and long ncRNAs (lncRNAs) is put forward to treat tumors. In this work, novel rodlike supramolecular nanoassemblies (CNC @CB[8] @ PGEA) of degradable poly(aspartic acid) (PAsp) derivatives-grafted cellulose nanocrystals (CNCs) and hydroxyl-rich polycations (ethanolamine-functionalized poly(glycidyl methacrylate), PGEA) are proposed via typical cucurbit[8]uril (CB[8])-based host-guest interactions for delivery of different ncRNAs to treat hepatocellular carcinoma (HCC). Spindly CNCs, one kind of natural polysaccharide nanoparticles, possess good biocompatibility and unique physico-chemical properties. PGEA with abundant hydroxyl groups is one promising gene carrier with low cytotoxicity. PAsp can benefit the disassembly and degradability of nanoassemblies within cells. CNC @ CB[8]@PGEA combines the different unique properties of CNC, PGEA, and PAsp. CNC @ CB[8] @ PGEA effectively complexes the expression constructs of miR-101 (plasmid pc3.0-miR-101) and lncRNA MEG3 (plasmid pc3.0-MEG3). CNC @ CB[8] @ PGEA produces much better transfection performances than PGEA-containing assembly units. In addition, the codelivery system of CNC @ CB[8] @ PGEA/(pc3.0-MEG3+pc3.0-miR-101) nanocomplexes demonstrates better efficacy in suppressing HCC than CNC @ CB[8] @ PGEA/pc3.0-MEG3 or CNC @ CB[8] @ PGEA/pc3.0-miR-101 nanocomplexes alone. Such rodlike supramolecular nanoassemblies will provide a promising means to produce efficient delivery vectors of versatile tumor-suppressive nucleic acids.


Subject(s)
Peptides/chemistry , Polyamines/chemistry , RNA, Untranslated/administration & dosage , RNA, Untranslated/chemistry , Aspartic Acid/chemistry , Carcinoma, Hepatocellular/metabolism , Gene Transfer Techniques , Genetic Vectors/chemistry , Humans , Liver Neoplasms/metabolism , Nanoparticles/chemistry , Polyelectrolytes , RNA, Long Noncoding/administration & dosage , RNA, Long Noncoding/chemistry
5.
Molecules ; 19(9): 13631-42, 2014 Sep 02.
Article in English | MEDLINE | ID: mdl-25185069

ABSTRACT

A one-pot preparation of pyridyl isothiocyanates (ITCs) from their corresponding amines has been developed. This method involves aqueous iron(III) chloride-mediated desulfurization of a dithiocarbamate salt that is generated in situ by treatment of an amine with carbon disulfide in the present of DABCO or sodium hydride. The choice of base is of decisive importance for the formation of the dithiocarbamate salts. This one-pot process works well for a wide range of pyridyl ITCs. Utilizing this protocol, some highly electron-deficient pyridyl and aryl ITCs are obtained in moderate to good yields.


Subject(s)
Isothiocyanates/chemical synthesis , Pyridines/chemical synthesis , Amines/chemistry , Catalysis , Chlorides/chemistry , Ferric Compounds/chemistry
6.
Zhongguo Dang Dai Er Ke Za Zhi ; 16(11): 1129-32, 2014 Nov.
Article in Zh | MEDLINE | ID: mdl-25406558

ABSTRACT

OBJECTIVE: To investigate the clinical efficacy and safety of caffeine citrate and aminophylline in the treatment of primary apnea in premature infants. METHODS: The clinical data of 125 premature infants with primary apnea from March 2013 to March 2014 were retrospectively analyzed. According to the therapeutic strategy, the patients were divided into caffeine citrate group (n=65) and aminophylline group (n=60). The overall response rates and adverse reaction rates in the two groups were compared. RESULTS: The overall response rate in the caffeine citrate group was 86% (56 cases), which was significantly higher than that in the aminophylline group (72%, 43 cases) (P<0.05). The adverse reactions in the caffeine citrate group included tachycardia (1 case), restlessness (5 cases), feeding intolerance (7 cases), electrolyte disturbance (2 cases), and high blood glucose (5 cases), the incidence of which was significantly lower than that in the aminophylline group (P<0.05). CONCLUSIONS: Caffeine citrate is more effective and causes fewer adverse reactions than aminophylline in the treatment of primary apnea in premature infants.


Subject(s)
Aminophylline/therapeutic use , Apnea/drug therapy , Caffeine/therapeutic use , Citrates/therapeutic use , Aminophylline/adverse effects , Caffeine/adverse effects , Citrates/adverse effects , Female , Humans , Infant, Newborn , Infant, Premature , Male , Retrospective Studies
7.
Front Pharmacol ; 15: 1366853, 2024.
Article in English | MEDLINE | ID: mdl-38576484

ABSTRACT

Purpose: To investigate the survival outcomes and toxicities associated with the addition of nimotuzumab to concurrent chemoradiotherapy (CCRT) in locally advanced nasopharyngeal carcinoma (LANPC) patients who received induction chemotherapy (IC). Methods: Patients with stage III-IVA nasopharyngeal carcinoma who received IC and CCRT between January 2017 and October 2021 were retrospectively included. We aimed to compare the locoregional recurrence-free survival (LRFS), distant metastasis-free survival (DMFS), disease-free survival (DFS), and overall survival (OS) between patients treated with CCRT+nimotuzumab and CCRT alone. Results: We included 411 patients in the analysis. Of these patients, 267 (65.0%) and 144 (35.0%) had CCRT+nimotuzumab and CCRT alone, respectively. Similar LRFS was found between those with and without nimotuzumab (92.9% vs. 92.6%, p = 0.855). The 3-year DMFS was 88.2% and 76.2% in those with and without nimotuzumab (p = 0.002). The 3-year DFS was 83.4% and 70.6% in those with and without nimotuzumab treatment (p = 0.003). The 3-year OS was 92.1% and 81.1% in those with and without nimotuzumab (p = 0.003). The multivariate Cox regression analysis indicated that the addition of nimotuzumab was independently associated with better DMFS (hazard ratio [HR] 0.606, p = 0.049), DFS (HR 0.613, p = 0.028), and OS (HR 0.497, p = 0.019). No significant differences in major toxicities were found between the two treatment arms, including hematologic toxicities, hepatoxicity, nephrotoxicity, gastrointestinal reactions, and mucositis (all p > 0.05). Conclusion: The addition of nimotuzumab to CCRT after IC in LANPC has shown promising results in improving treatment outcomes and acceptable toxicities.

8.
Int J Biol Macromol ; 277(Pt 4): 134459, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39111471

ABSTRACT

Water stress, a significant abiotic stressor, significantly hampers crop growth and yield, posing threat to food security. Despite the promising potential of nanoparticles (NPs) in enhancing plant stress tolerance, the precise mechanisms underlying the alleviation of water stress using O-Carboxymethyl chitosan nanoparticles (O-CMC-NPs) in maize remain elusive. In this study, we synthesized O-CMC-NPs and delved into their capacity to mitigate water stress (waterlogging and drought) in maize seedlings. Structural characterization revealed spherical O-CMC-NPs with a size of approximately 200 nm. These NPs accumulated near the seed embryo and root tip, resulting in a substantial increase in fresh and dry weights. The application of O-CMC-NPs to water-stressed maize seedlings remarkedly elevated the chlorophyll content and activity of various antioxidant enzymes, including superoxide dismutase (SOD), catalase (CAT), peroxidase (POD), and polyphenol oxidase (PPO). The malondialdehyde (MDA) content was significantly reduced compared to the untreated control. Additionally, the expression of stress-responsive genes, such as ZmSOD, ZmCAT, ZmPOD, ZmTIFY, ZmACO, ZmPYL2, ZmNF-YC12, and ZmEREB180, were significantly upregulated in the O-CMC-NPs treated seedlings. These findings unveil the novel role of O-CMC-NPs in enhancing plant stress tolerance, suggesting their potential application in safeguarding maize seedlings under water stress conditions and facilitating the recovery from oxidative damage.


Subject(s)
Chitosan , Nanoparticles , Seedlings , Zea mays , Zea mays/drug effects , Zea mays/metabolism , Chitosan/analogs & derivatives , Chitosan/chemistry , Chitosan/pharmacology , Nanoparticles/chemistry , Seedlings/drug effects , Seedlings/growth & development , Seedlings/metabolism , Gene Expression Regulation, Plant/drug effects , Water/chemistry , Antioxidants/metabolism , Stress, Physiological/drug effects , Dehydration , Plant Proteins/metabolism , Chlorophyll/metabolism , Malondialdehyde/metabolism
9.
J Environ Sci Health B ; 48(11): 999-1013, 2013.
Article in English | MEDLINE | ID: mdl-23998313

ABSTRACT

This study investigated antibiotic resistance profiles including antibiotic resistance frequencies, resistance genes and resistance patterns in Escherichia coli strains isolated from traditional and integrated aquaculture systems in South China by using antibiotic susceptibility testing and real time polymerase chain reaction (PCR) technique. The E. coli isolates were found to be resistant to at least one antibiotic among 12 antibiotics. Higher resistance frequencies to ampicillin, sulfamethoxazole, trimethoprime, streptomycin and tetracycline were found compared to the rest antibiotics. Among the 10 tetracycline resistance genes detected in the resistant isolates, the most prevalent tetracycline resistance genes were tetA, tetW and tetB with the frequency of 69.7%, 63.5% and 21.9%, respectively. Three sulfonamide resistance genes were detected in these resistant isolates, with their detection frequencies in the following order: sul2 (55.3%) > sul3 (28.2%) > sul1 (6.2%). Four resistance genes mainly encoding extended-spectrum ß-lactamases (ESBLs) were detected in these resistant isolates, with the detection frequencies of blaTEM (28.4%) > blaOXA (9.7%) > blaCTX (9.3%) > blaCARB (5.2%) > blaSHV (0.0%). It was found that the integrated aquaculture system exhibited generally higher prevalence of antibiotic resistance than the traditional aquaculture system. An integrated aquaculture system could facilitate development of bacterial resistance and spread of the antibiotic resistance genes, and consequently become an important reservoir of resistance genes.


Subject(s)
Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial , Escherichia coli Proteins/genetics , Escherichia coli/drug effects , Escherichia coli/genetics , Genetic Variation , Animals , Aquaculture , China , Ducks/microbiology , Escherichia coli/isolation & purification , Escherichia coli Proteins/metabolism , Manure/microbiology , Microbial Sensitivity Tests/veterinary , Real-Time Polymerase Chain Reaction/veterinary
10.
Front Plant Sci ; 14: 1129515, 2023.
Article in English | MEDLINE | ID: mdl-36844070

ABSTRACT

Alternaria alternata is a necrotrophic fungal pathogen with a broad host range that causes widespread and devastating disease in sweet cherry (Prunus avium). We selected a resistant cultivar (RC) and a susceptible cultivar (SC) of cherry and used a combined physiological, transcriptomic, and metabolomic approach to investigate the molecular mechanisms underlying the plant's resistance to A. alternata, of which little is known. We found that A. alternata infection stimulated the outbreak of reactive oxygen species (ROS) in cherry. The responses of the antioxidant enzymes and chitinase to disease were observed earlier in the RC than in the SC. Moreover, cell wall defense ability was stronger in the RC. Differential genes and metabolites involved in defense responses and secondary metabolism were primarily enriched in the biosynthesis of phenylpropanoids, tropane, piperidine and pyridine alkaloids, flavonoids, amino acids, and α-linolenic acid. Reprogramming the phenylpropanoid pathway and the α-linolenic acid metabolic pathway led to lignin accumulation and early induction of jasmonic acid signaling, respectively, in the RC, which consequently enhanced antifungal and ROS scavenging activity. The RC contained a high level of coumarin, and in vitro tests showed that coumarin significantly inhibited A. alternata growth and development and had antifungal effect on cherry leaves. In addition, differentially expressed genes encoding transcription factors from the MYB, NAC, WRKY, ERF, and bHLH families were highly expressed, they could be the key responsive factor in the response of cherry to infection by A. alternata. Overall, this study provides molecular clues and a multifaceted understanding of the specific response of cherry to A. alternata.

11.
Sci Total Environ ; 885: 163769, 2023 Aug 10.
Article in English | MEDLINE | ID: mdl-37149190

ABSTRACT

O-Carboxymethyl chitosan nanoparticles (O-CMC-NPs), which are organic pesticide carriers, have excellent application potential. Exploring the effects of O-CMC-NPs on non-target organisms, such as Apis cerana cerana, is critical for their effective application; however, such studies are limited. This study investigated the stress response of A. cerana Fabricius after O-CMC-NPs ingestion. The administration of high O-CMC-NP concentrations enhanced the activities of antioxidant and detoxifying enzymes in A. cerana, with the activity of glutathione-S-transferase increasing by 54.43 %-64.33 % after one day. The transit of O-CMC-NPs into the A. cerana midgut resulted in their deposition and adherence to the intestinal wall, as they cluster and precipitate in acidic conditions. The population of Gillianella bacteria in the middle intestine was remarkably reduced after 6 d of administration of high O-CMC-NP concentrations. Contrastingly, the abundance of Bifidobacteria and Lactobacillus in the rectum significantly increased. These results indicate that the intake of high concentrations of O-CMC-NPs causes a stress response in A. cerana and affects the relative abundance of crucial intestinal flora, which may pose a potential risk to the colony. This implies that even nanomaterials with favorable biocompatibility should be applied reasonably within a specific range to avoid adverse effects on the environment and non-target organisms in the context of large-scale research and promotion of nanomaterials.


Subject(s)
Chitosan , Gastrointestinal Microbiome , Bees , Animals , Antioxidants
12.
Adv Sci (Weinh) ; 10(34): e2304329, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37870216

ABSTRACT

PIWI-interacting RNAs (piRNAs) are highly expressed in various cardiovascular diseases. However, their role in cardiomyocyte death caused by ischemia/reperfusion (I/R) injury, especially necroptosis, remains elusive. In this study, a heart necroptosis-associated piRNA (HNEAP) is found that regulates cardiomyocyte necroptosis by targeting DNA methyltransferase 1 (DNMT1)-mediated 5-methylcytosine (m5 C) methylation of the activating transcription factor 7 (Atf7) mRNA transcript. HNEAP expression level is significantly elevated in hypoxia/reoxygenation (H/R)-exposed cardiomyocytes and I/R-injured mouse hearts. Loss of HNEAP inhibited cardiomyocyte necroptosis and ameliorated cardiac function in mice. Mechanistically, HNEAP directly interacts with DNMT1 and attenuates m5 C methylation of the Atf7 mRNA transcript, which increases Atf7 expression level. ATF7 can further downregulate the transcription of Chmp2a, an inhibitor of necroptosis, resulting in the reduction of Chmp2a level and the progression of cardiomyocyte necroptosis. The findings reveal that piRNA-mediated m5 C methylation is involved in the regulation of cardiomyocyte necroptosis. Thus, the HNEAP-DNMT1-ATF7-CHMP2A axis may be a potential target for attenuating cardiac injury caused by necroptosis in ischemic heart disease.


Subject(s)
Myocytes, Cardiac , Reperfusion Injury , Mice , Animals , Myocytes, Cardiac/metabolism , RNA, Messenger/metabolism , Piwi-Interacting RNA , Necroptosis/genetics , Methylation , Reperfusion Injury/metabolism , Activating Transcription Factors/metabolism
13.
J Environ Monit ; 13(11): 3229-36, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21975604

ABSTRACT

Antibiotics are still widely applied in animal husbandry to prevent diseases and used as feed additives to promote animal growth. This could result in antibiotic resistance to bacteria and antibiotic residues in animals. In this paper, Enterobacteriaceae isolated from four integrated fish farms in Zhongshan, South China were tested for antibiotic resistance, tetracycline resistance genes, sulfonamide resistance genes, and class 1 integrons. The Kirby-Bauer disk diffusion method and polymerase chain reaction (PCR) assays were carried out to test antibiotic susceptibility and resistance genes, respectively. Relatively high antibiotic resistance frequencies were found, especially for ampicillin (80%), tetracycline (52%), and trimethoprim (50%). Out of 203 Enterobacteriaceae isolates, 98.5% were resistant to one or more antibiotics tested. Multiple antibiotic resistance (MAR) was found highest in animal manures with a MAR index of 0.56. Tetracycline resistance genes (tet(A), tet(C)) and sulfonamide resistance genes (sul2) were detected in more than 50% of the isolates. The intI1 gene was found in 170 isolates (83.7%). Both classic and non-classic class 1 integrons were found. Four genes, aadA5, aadA22, dfr2, and dfrA17, were detected. To our knowledge, this is the first report for molecular characterization of antibiotic resistance genes in Enterobacteriaceae isolated from integrated fish farms in China and the first time that gene cassette array dfrA17-aadA5 has been detected in such fish farms. Results of this study indicated that fish farms may be a reservoir of highly diverse and abundant antibiotic resistant genes and gene cassettes. Integrons may play a key role in multiple antibiotic resistances posing potential health risks to the general public and aquaculture.


Subject(s)
Aquaculture , Drug Resistance, Bacterial/genetics , Enterobacteriaceae/genetics , Fishes , Manure/microbiology , Soil Microbiology , Water Microbiology , Animals , China , Cluster Analysis , Cyprinidae , DNA, Bacterial/genetics , Disk Diffusion Antimicrobial Tests , Ducks , Enterobacteriaceae/isolation & purification , Enterobacteriaceae/physiology , Fishes/microbiology , Integrons/genetics , Polymerase Chain Reaction , Swine
14.
World J Clin Cases ; 7(13): 1611-1622, 2019 Jul 06.
Article in English | MEDLINE | ID: mdl-31367620

ABSTRACT

BACKGROUND: The incidence of pancreatic neuroendocrine tumors (PNETs) is now increasing rapidly. The tumor grade of PNETs significantly affects the treatment strategy and prognosis. However, there is still no effective way to non-invasively classify PNET grades. Machine learning (ML) algorithms have shown potential in improving the prediction accuracy using comprehensive data. AIM: To provide a ML approach to predict PNET tumor grade using clinical data. METHODS: The clinical data of histologically confirmed PNET cases between 2012 and 2018 were collected. A method of minimum P for the Chi-square test was used to divide the continuous variables into binary variables. The continuous variables were transformed into binary variables according to the cutoff value, while the P value was minimum. Four classical supervised ML models, including logistic regression, support vector machine (SVM), linear discriminant analysis (LDA) and multi-layer perceptron (MLP) were trained by clinical data, and the models were labeled with the pathological tumor grade of each PNET patient. The performance of each model, including the weight of the different parameters, were evaluated. RESULTS: In total, 91 PNET cases were included in this study, in which 32 were G1, 48 were G2 and 11 were G3. The results showed that there were significant differences among the clinical parameters of patients with different grades. Patients with higher grades tended to have higher values of total bilirubin, alpha fetoprotein, carcinoembryonic antigen, carbohydrate antigen 19-9 and carbohydrate antigen 72-4. Among the models we used, LDA performed best in predicting the PNET tumor grade. Meanwhile, MLP had the highest recall rate for G3 cases. All of the models stabilized when the sample size was over 70 percent of the total, except for SVM. Different parameters varied in affecting the outcomes of the models. Overall, alanine transaminase, total bilirubin, carcinoembryonic antigen, carbohydrate antigen 19-9 and carbohydrate antigen 72-4 affected the outcome greater than other parameters. CONCLUSION: ML could be a simple and effective method in non-invasively predicting PNET grades by using the routine data obtained from the results of biochemical and tumor markers.

15.
IEEE Trans Neural Netw Learn Syst ; 29(2): 335-342, 2018 02.
Article in English | MEDLINE | ID: mdl-27875233

ABSTRACT

This paper focuses on the collective dynamics of multisynchronization among heterogeneous genetic oscillators under a partial impulsive control strategy. The coupled nonidentical genetic oscillators are modeled by differential equations with uncertainties. The definition of multisynchronization is proposed to describe some more general synchronization behaviors in the real. Considering that each genetic oscillator consists of a large number of biochemical molecules, we design a more manageable impulsive strategy for dynamic networks to achieve multisynchronization. Not all the molecules but only a small fraction of them in each genetic oscillator are controlled at each impulsive instant. Theoretical analysis of multisynchronization is carried out by the control theory approach, and a sufficient condition of partial impulsive controller for multisynchronization with given error bounds is established. At last, numerical simulations are exploited to demonstrate the effectiveness of our results.

16.
Article in Zh | WPRIM | ID: wpr-998163

ABSTRACT

ObjectiveTo investigate the clinical efficacy and mechanisms of Osteoking in the treatment of knee osteoarthritis (KOA) in real-world practice, so as to provide a basis for the rational clinical use of Osteoking. MethodFrom the Osteoking for knee osteoarthritis case registration system, 638 KOA cases treated with Osteoking were selected and analyzed in SPSS 26.0. The clinical data were collected from 20 hospitals in China from May 2020 to December 2021. Descriptive analyses of patient age, gender, body mass index, course of treatment and other parameters were performed. The Mann-Whitney U test was performed to compare the visual analogue scale (VAS) and Western Ontario and McMaster universities arthritis index (WOMAC) scores before and after treatment. The integrative pharmacology-based research platform of traditional Chinese medicine (TCMIP) v2.0 was used for network analysis of the core targets of Osteoking in treating knee osteoarthritis. Furthermore, 20 KOA patients treated with Osteoking in the Third Affiliated Hospital of Beijing University of Chinese Medicine from October to December in 2022 were enrolled in the treatment group, and 20 healthy volunteers in the control group. The enzyme-linked immunosorbent assay was employed to measure the serum levels of related indicators to verify the prediction results. ResultA total of 638 KOA patients were treated with Osteoking, including 429 (67.24%) receiving Osteoking alone and 209 (32.76%) receiving Osteoking combined with other therapies. The female patients (415, 65.05%) were more than the male patients (223, 34.95%). The patients showed the mean age of (63.48±13.51) years, mean body mass index of (24.09±2.98) kg·m-2, and mean course of treatment of (15.78±9.66) days. Most of the patients were rated as grades Ⅱ (46.24%) and Ⅲ (34.64%) in Kellgren-Lawrence (K-L) grading and in the relief stage (82.45%) in clinical staging. There was no significant correlation between clinical staging and K-L grading results. The cluster analysis identified three TCM syndromes: Qi stagnation and blood stasis, cold-dampness obstruction, and liver-kidney deficiency. The overall clinical efficacy evaluation showed that VAS score decreased from (6.01±0.85) scores before treatment to (2.54±1.73) scores after treatment (P<0.05), and the WOMAC score decreased from (93.25±25.91) scores before treatment to (50.73±25.14) scores after treatment (P<0.05). The network analysis predicted that Osteoking might regulate the transforming growth factor-beta (TGF-β), tumor necrosis factor-alpha (TNF-α), and nuclear factor-kappa B (NF-κB) signaling pathways to exert the therapeutic effect. The clinical trial showed elevated TGF-β1 level (P<0.01) and lowered NF-κB subunit RELA and tumor necrosis factor receptor superfamily, member 1A (TNFRSF1A) levels (P<0.05) after treatment. The synergistic effects of these changes provide a multidimensional and comprehensive therapeutic efficacy for KOA, alleviating the joint pain and limited mobility in patients. ConclusionOsteoking showed significant therapeutic efficacy in treating KOA. Osteoking may act on multiple pathways involved in cartilage metabolism and inflammation. The findings provide experimental evidence and theoretical support for elucidating the multi-target mechanism of Osteoking in treating KOA.

17.
Article in Zh | WPRIM | ID: wpr-998164

ABSTRACT

ObjectiveTo investigate the improvement of the efficacy of Osteoking in patients with knee osteoarthritis in the onset and remission stage and to systematically explore its potential intervention mechanism, so as to provide a certain reference for improving the clinical application value of Osteoking and guiding its clinical rational drug use. MethodThrough the real-world study of the treatment of knee osteoarthritis with Osteoking, the data was obtained and entered into the "Osteoking for the treatment of knee osteoarthritis case registration system", and 105 patients with episodic and remission knee osteoarthritis from the outpatient or inpatient orthopedic department of 20 medical institutions, including the Third Affiliated Hospital of Beijing University of Chinese Medicine, Peking Union Medical College Hospital, Wangjing Hospital of the Chinese Academy of Chinese Medical Sciences and Hunan Aerospace Hospital, from May 1, 2020 to December 31, 2021, were selected in the system. It included 60 patients treated with Osteoking and joint injection, and 45 patients treated with joint injection alone. The WOMAC osteoarthritis index score, visual analogue (VAS) pain score, individual types of pain symptoms (cold pain, hot pain, tingling, dull pain, soreness) and other TCM symptoms were observed and compared between the two groups, and statistically analyzed. In order to further elucidate the potential molecular mechanism of Osteoking combined with joint injection in the treatment of knee osteoarthritis in the treatment of onset and remission, this study used the "Bone Injury Cross Database (http://bone-xtrans.com/database,BX-Data)" to collect the gene set of knee osteoarthritis disease, the traditional Chinese medicinal materials, chemical composition, material base, candidate target, candidate target, sodium hyaluronate candidate target data for screening, and constructed an interaction network of "disease target". ResultsAmong the 105 patients with knee osteoarthritis enrolled, 15.24% (16/105) were in the episodic period, 84.76% (89/105) were in remission, and there were no convalescent patients. There were 72 cases (68.57%) in women, 33 cases (31.43%) more than men, 60 cases in the observation group and 45 cases in the control group in 105 patients. There were 20 patients with a VAS score of 5 and 19 patients with a score of 6 in the observation group, accounting for 65.00% of the observation group. The comparative results of VAS scores between groups before and after treatment showed that the scores of the two groups were (4.42±1.01) scores, (5.00±1.02) scores.4 weeks after treatment, and (3.12±1.04) scores and (3.56±1.08) scores,8 weeks after treatment, respectively, which were lower than those before treatment (6.23±1.28) scores,( 6.02±1.22) scores (P<0.05), and the comparative results of the pain properties of the two groups showed that the improvement rates before and after thermal pain and tingling in the observation group were 3.3%(2/60) and 16.7%(10/60), respectively. The control group was 2.2% (1/45)and 15.6%(7/45)[(χ2=4.034、13.583,P<0.05)], respectively, and the improvement rate of cold pain and soreness in the observation group was 5.0%(3/60) and 3.3%(2/60), which was higher than that of the control group . The results of comparing the WOMAC scores before and after treatment of the two groups showed that the difference between the stiffness score before and after treatment in the observation group was (1.68±1.42) scores, the difference between the score before and after treatment in the control group was (1.20±1.60) scores (P<0.05), and the pain score before and after treatment was (3.43±2.88) scores, the difference before and after daily activity score was (12.37±10.21) scores, and the total score before and after treatment was (17.48±12.76) scores, which were also higher than those in the control group (2.82±3.29), (10.80±9.63),(14.82±12.62) scores. The results of comparing the improvement of other symptoms before and after treatment showed that the improvement rate of less sleep and more dreams in the observation group was 28.3%(17/60), which was significantly higher than that of the control group of 2.2%(1/45)(χ2=5.914,P<0.05), and the improvement rates of the five symptoms of thirst and drinking, irritability, dry mouth and pharynx, dull complexion and hand, foot and mouth fever in the observation group were 3.3%(2/60), 10.0%(6/60), 8.3%(5/60), 10.0%(6/60) and 5.0%(3/60), respectively, which were higher than those in the control group -2.2%(1/45), 2.2%(1/45), 2.2%(1/45), 4.5%(2/45), -6.7%(3/45). Through network analysis, it was found that the enrichment pathway of Henggu bone wound healing agent mainly acted on the three mechanisms of bone improvement, energy metabolism and anti-inflammatory and analgesic, and the sodium hyaluronate enrichment pathway mainly acted on the anti-inflammatory and analgesic mechanism. ConclusionThe efficacy of Osteoking combined with intra-articular injection of sodium hyaluronate in the treatment of patients with knee osteoarthritis in attack and remission is better than that of sodium hyaluronate alone, especially in anti-inflammatory and analgesic, and the two drugs have synergistic effect. Osteoking may play its role in relieving the symptoms of joint stiffness, tingling, heat pain, and less sleep and more dreams by improving bone quality and regulating the body's energy metabolism pathways, which is worthy of clinical promotion.

18.
Article in Zh | WPRIM | ID: wpr-998165

ABSTRACT

ObjectiveTo explore the clinical efficacy of Osteoking combined with non-steroidal anti-inflammatory drugs in the treatment of knee osteoarthritis based on real-world data and provide a basis for clinical medication. MethodFrom May 2020 to December 2021, the data of a total of 1 002 patients with knee osteoarthritis who did not undergo knee joint replacement surgery was collected through the registration method. 952 patients were ultimately included, including 133 cases orally taking Osteoking combined with non-steroidal anti-inflammatory drugs as the observation group and 73 cases orally taking non-steroidal anti-inflammatory drugs alone as the control group. Statistical analysis was conducted on the baseline data, VAS scores, WOMAC scores, and other items. The visit point is the 4th and 8th weeks after registration. In order to further elucidate the clinical efficacy of Osteoking combined with non-steroidal anti-inflammatory drugs in the treatment of knee osteoarthritis, the effective components of Osteoking and the relevant gene sets of non-steroidal anti-inflammatory drugs and knee osteoarthritis were obtained through network pharmacology methods and retrieval in bone injury cross database, TCMSP, and other databases. Venn analysis was performed on the relevant gene sets, and a PPI network diagram was constructed. Then key core targets were screened out, and enrichment GO and KEGG enrichment analyses were conducted. ResultThe VAS score of the observation group decreases by an average of (-2.79±1.206) scores in the 4th week, which is better than the control group [(-2.73±1.575) scores, P<0.05]. The VAS score of the observation group decreases by an average of (-3.97±1.308) scores in the 8th week, which is better than the control group [(-3.89±1.822) scores, P<0.05]. The total WOMAC score of the observation group decreases by an average of (-52.07±21.677) scores points in the 8th week, which is significantly better than the control group [(-46.75±25.368) scores, P<0.05]. The observation group has an average decrease of (-10.99±4.229) scores in WOMAC (pain) score in the 8th week, which is better than the control group [(-10.03±5.535) scores, P<0.05]. The observation group has an average decrease of (-1.49±2.901) in WOMAC (stiffness) score in the 4th week, which is better than the control group [(-0.92±1.998) scores, P<0.05], and the observation group has an average decrease of (-1.90±3.200) scores in WOMAC (stiffness) score in the 8th week, which is better than the control group [(-1.26±2.230) scores, P<0.05]. The observation group shows an average decrease of (-39.17±16.562) scores in WOMAC (joint function) score in the 8th week, which is significantly better than the control group [(-35.47±20.098) scores, P<0.05]. According to network pharmacology analysis, the core network target of Osteoking in treating knee osteoarthritis is manifested as regulating signal pathways such as signal transduction transcription activator 3(STAT3), vascular endothelial growth factor A(VEGFA), tumor necrosis factor (TNF) to regulate cell signaling, angiogenesis, chondrocyte proliferation and migration, and inflammatory cells, thereby inhibiting inflammatory reactions, reducing damage, and delaying the development of the disease. ConclusionAfter a 4-week and 8-week course of treatment for knee osteoarthritis with Osteoking combined with non-steroidal anti-inflammatory drugs, there is a significant therapeutic effect on relieving pain and joint stiffness and improving joint function. In network pharmacology, Osteoking is involved in regulating inflammatory factors, metabolic response-related biological processes, the proliferation and apoptosis of chondrocytes, etc. in the treatment of knee osteoarthritis, resulting in anti-inflammatory and analgesic effects and improving joint mobility and joint stiffness. Therefore, it is worthy of clinical promotion and application.

19.
Nanoscale ; 9(7): 2521-2530, 2017 Feb 16.
Article in English | MEDLINE | ID: mdl-28150831

ABSTRACT

Esophageal squamous cell carcinoma (ESCC) is one of the most lethal malignancies worldwide. Long noncoding RNA (lncRNA) MALAT1 acts as an essential oncogene lncRNA (onco-lncRNA) in the development of ESCC. Down-regulation of onco-lncRNA MALAT1 mediated by microRNA-101 (miR-101) and microRNA-217 (miR-217) has been proved to effectively suppress ESCC. In this study, poly(glycidyl methacrylate)-based star-like polycations with flanking folic acid (FA) ligands and rich hydrophilic hydroxyl groups (denoted as s-PGEA-FA) were proposed as efficient nanovectors to deliver miR-101 and miR-217 for silencing onco-lncRNA MALAT1 in different ESCC cells. The inhibition of ESCC by s-PGEA-FA/miRNA nanocomplexes would be achieved via subsequently targeting onco-lncRNA MALAT1 in ESCC cells. To evaluate the ESCC tumor-suppressing efficacy mediated by s-PGEA-FA/miRNA nanocomplexes, a series of assays were carried out, including gene transfection, cell proliferation, cell migration, and cell invasion. The results revealed that s-PGEA-FA-mediated miR-101 and miR-217 delivery effectively inhibited ESCC development, indicating the s-PGEA-FA nanovector was promising for future ESCC therapy.

20.
Asian J Androl ; 19(1): 34-38, 2017.
Article in English | MEDLINE | ID: mdl-26732104

ABSTRACT

We have established a novel method named transumbilical two-port laparoscopic varicocele ligation (TTLVL) for varicocele, which is still needed to evaluate. In this study, 90 patients with left idiopathic symptomatic varicoceles of grades II-III according to the Dubin grading system were randomly assigned to TTLVL (n = 45) and conventional laparoscopic varicocele ligation (CLVL) (n = 45). The demographic, intraoperative, postoperative, and follow-up data were recorded and compared between the two groups. All the procedures in the two groups were completed successfully with no intraoperative complications and no conversions to open surgery. No significant difference was found in the operative time, resuming ambulation, bowel recovery, postoperative hospital stay, and postoperative resolution of scrotal pain between the two groups (P > 0.05). However, the postoperative mean visual analog pain scale scores for TTLVL group were all less at 24 h, 48 h, 72 h, and 7 days postoperatively compared to CLVL (P = 0.001, 0.010, 0.006, and 0.027, respectively). The mean patient scar assessment questionnaire score in postoperative month 3 was 29.7 for TTLVL group compared with 32.1 for CLVL group (P < 0.001). There was no testicular atrophy observed in both groups during the follow-up period. The study shows that TTLVL is a safe, feasible, and effective minimally invasive surgical alternative to CLVL for the treatment of varicocele. Compared with CLVL, TTLVL may decrease postoperative pain and improve the cosmetic outcomes.


Subject(s)
Laparoscopy/methods , Varicocele/surgery , Adolescent , Adult , Cicatrix , Humans , Length of Stay/statistics & numerical data , Ligation/methods , Male , Operative Time , Pain Measurement , Pain, Postoperative/physiopathology , Postoperative Complications/epidemiology , Surveys and Questionnaires , Umbilicus , Young Adult
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