In order to realize the quantitative assessment of muscle strength in hand function rehabilitation and then formulate scientific and effective rehabilitation training strategies, this paper constructs a multi-scale convolutional neural network (MSCNN) - convolutional block attention module (CBAM) - bidirectional long short-term memory network (BiLSTM) muscle strength prediction model to fully explore the spatial and temporal features of the data and simultaneously suppress useless features, and finally achieve the improvement of the accuracy of the muscle strength prediction model. To verify the effectiveness of the model proposed in this paper, the model in this paper is compared with traditional models such as support vector machine (SVM), random forest (RF), convolutional neural network (CNN), CNN - squeeze excitation network (SENet), MSCNN-CBAM and MSCNN-BiLSTM, and the effect of muscle strength prediction by each model is investigated when the hand force application changes from 40% of the maximum voluntary contraction force (MVC) to 60% of the MVC. The research results show that as the hand force application increases, the effect of the muscle strength prediction model becomes worse. Then the ablation experiment is used to analyze the influence degree of each module on the muscle strength prediction result, and it is found that the CBAM module plays a key role in the model. Therefore, by using the model in this article, the accuracy of muscle strength prediction can be effectively improved, and the characteristics and laws of hand muscle activities can be deeply understood, providing assistance for further exploring the mechanism of hand functions .
Neural Networks, Computer ; Humans ; Hand Strength/physiology* ; Support Vector Machine ; Muscle Strength/physiology* ; Hand/physiology* ; Convolutional Neural Networks

OBJECTIVE: Our study aimed to conduct genomic characterization of Salmonella strains carrying the bla _NDM-1 gene in the intestinal tract of healthy individuals. The objectives were to underscore the importance of genomic surveillance for drug resistance in both commensal and pathogenic bacteria among healthy populations, and to establish protocols for regulating drug resistance plasmids based on the completion of a comprehensive map of drug resistance plasmid genomes. METHODS: We performed antimicrobial susceptibility testing and employed second- and third-generation sequencing techniques to analyze Salmonella strains harboring the bla _NDM-1 gene, to surveil drug-resistant bacteria in the intestines of healthy subjects. Sequence comparison was conducted using both core- and pan-genome approaches. Concurrently, conjugation experiments were carried out to assess the efficiency of plasmid transfer. RESULTS: We isolated a carbapenem-resistant Salmonella enterica serovar Typhimurium strain from a healthy food worker in China. This strain harbored an IncHI2/IncHI2A plasmid carrying bla _NDM-1 along with multiple antibiotic resistance genes (ARGs). Our findings highlight the potential for asymptomatic carriers to facilitate the transmission of ARGs. Pan-genomic analysis revealed that bla _NDM-1-positive plasmids could traverse bacterial species barriers, facilitating cross-host transmission. CONCLUSION This study marks the first detection of bla _NDM-1 in Salmonella strains isolated from healthy individuals. We underscore the risk associated with the transmission of conjugative hybrid plasmids carrying bla _NDM-1, which have the potential to be harbored and transmitted among healthy individuals. Enhanced surveillance of drug-resistant pathogens and plasmids in the intestinal microbiota of healthy individuals could provide insights into the risk of ARG transmission and pathways for population-wide dissemination via ARG transfer factors.
beta-Lactamases/genetics* ; Plasmids/genetics* ; Humans ; Anti-Bacterial Agents/pharmacology* ; China ; Microbial Sensitivity Tests ; Salmonella typhimurium/isolation & purification* ; Salmonella/isolation & purification* ; Salmonella Infections/microbiology*

Objective:To compare and analyze the technical success rate and safety between computed tomography(CT)-percutaneous radiological gastrostomy (PRG) and percutaneous endoscopic gastrostomy (PEG).Methods:From January 2017 to January 2022, at the First Affiliated Hospital of Zhengzhou University, the data of 76 patients who underwent gastrostomy due to inability to eat orally were collected, including 38 patients in PEG group and 38 patients in CT-PRG group. Surgical outcomes and complications were compared between the PEG and CT-PRG groups. Surgical outcomes included technical success rate, operation time, postoperative body mass index and hospital stay; while complications included minor complications (such as perifistula infection, granulation tissue proliferation, leakage, pneumoperitoneum, fistula tube obstruction, fistula tube detachment and persistent pain) and serious complications (such as bleeding, peritonitis, colonic perforation and death within 30 d). Independent sample t test, chi-square test, and Fisher exact probability test were used for statistical analysis. Results:The technical success rate of CT-PRG group was higher than that of the PEG group (100.0%, 38/38 vs. 78.9%, 30/38), and the operation time was shorter than that of the PEG group ((17.16±8.52) min vs. (29.33±16.22) min), and the differences were statistically significant ( χ2=1.19, t=2.36; P=0.038 and 0.011). There were no significant differences in postoperative body mass index ((16.29±3.56) kg/m 2 vs. (16.12±3.17) kg/m 2) and hospital stay ((4.13±1.26) d vs. (3.52±1.13) d) between PEG group and CT-PRG group (both P>0.05). The incidence of minor complications in the PEG group was 42.1% (16/38), including 6 cases of perifistulal infection, 1 case of leakage, 5 cases of fistula tube obstruction, 1 case of fistula tube detachment, and 3 cases of persistent pain. The incidence of serious complications was 5.3% (2/38), including 1 case of bleeding and 1 case of colonic perforation. The incidence of minor complications in the CT-PRG group was 39.5% (15/38), including 5 cases of perifistula infection, 1 case of granulation tissue proliferation, 3 cases of pneumoperitoneum, 3 cases of fistula tube obstruction, 2 cases of fistula tube detachment, and 1 case of persistent pain. The incidence of serious complications was 0. There was no significant difference in the incidence of minor complications between the PEG group and the CT-PRG group ( P>0.05), while the incidence of serious complications in the CT-PRG group was lower than that of the PEG group, and the difference was statistically significant (Fisher exact probability test, P=0.043). Conclusion:PEG is a safe and effective method of gastrostomy, but for patients with esophageal obstruction, CT-PRG can be an effective supplement to PEG.

Objective:To explore the relationship between severe fever with thrombocytopenia syndrome virus (SFTSV) Gc and its N-glycosylation site and viral infectivity, a recombinant pseudovirus containing SFTSV Gc glycosylation site mutant was constructed.Methods:The eukaryotic expression vectors pcDNA3.1(+ )-GC, PCDNA3.1(+ )-GC(N291Q), PCDNA3.1(+ )-GC(N352Q) and PCDNA3.1(+ )-GC (N374Q) were constructed by site-directed mutagenesis and homologous recombination. After their successful expression in 293T cells, we infected VSVΔG-Fluc*G pseudovirus, constructed four recombinant pseudoviruses and tested their effects on the cell force of infection.Results:Double digestion identification and sequence determination confirmed the successful construction of eukaryotic expression vectors pcDNA3.1 (+ )-Gc, pcDNA3.1 (+ )-Gc(N291Q), pcDNA3.1 (+ )-Gc(N352Q) and pcDNA3.1 (+ )-Gc(N374Q). Indirect immunofluorescence and Western Blotting result indicated the successful expression of all the four recombinant plasmids. SFTSV Gc recombinant pseudoviruses are specific for infecting Vero cells. Pseudovirus infection capacity was decreased significantly after the glycosylation site mutation, and the mutant strain with the glycosylation site at position 352 had the lowest level of infectivity ( P<0.001, P=0.001). Conclusions:The glycosylation site of SFTSV Gc may be associated with the infectious effect of the viral infection, and the amino acid mutation at position 352 has the greatest effect on the viral infectivity.

【Objective】 Diabetic mice could show learning and memory dysfunction, and we aimed to investigate the effect of Sigma-1 receptor agonist, PRE-084, on neurons and cognitive impairment in mice with type 1 diabetes (T1DM). 【Methods】 Twenty mice with T1DM induced by streptozocin, aged 8-10 weeks, and 20 control mice (CON) were randomly divided into four groups (CON+Vehicle, CON+PRE-084, T1DM+Vehicle and T1DM+PRE-084). Mouse primary neurons were cultured in high glucose medium with PRE-084 and control solvent, respectively. The body weight, food and water intake, and fasting blood glucose level of mice in each group were detected and recorded. The learning and memory abilities of mice were detected by new object recognition experiment. The mitochondria-associated endoplasmic reticulum membrane (MAM) structure of neurons in hippocampal CA1 area of mice was detected by transmission electron microscope. And the expression levels of ATP and reactive oxygen species (ROS) in hippocampus of mice were detected by biochemical kit. Cell viability and ROS level of primary neurons were detected by CCK8 and cellular ROS kit. 【Results】 PRE-084 reduced the increase of body weight, food and water intake, and blood glucose caused by diabetes. PRE-084 significantly ameliorated the learning and memory impairment of the mice with T1DM, improved the changes of MAM structure in neurons of hippocampal CA1 area of diabetic mice, increased the level of ATP in hippocampus of diabetic mice, and decreased the increase of ROS expression in diabetic hippocampus and neurons under high glucose conditions. 【Conclusion】 Sigma-1 receptor agonist, PRE-084, could improve learning and memory impairment in the mice with T1DM, which might be related to the structural changes of MAM, the increase of ATP production, and the decrease of ROS production in hippocampal neurons.

【Objective】 To explore the effect of high-fat and high-fructose diet on mouse intestinal barrier function, as well as the role of ketohexokinase (KHK), the key enzyme in fructose metabolism, in intestinal barrier impairment. 【Methods】 Eight-week-old male control C57BL/6J mice and Khk^-/- mice were randomly divided into control + normal diet (ND), control + high-fat and high-fructose diet (HFHFD), Khk^-/-+ normal diet (ND+Khk^-/-), and Khk^-/-+ high-fat and high-fructose diet (HFHFD+Khk^-/-) groups, with eight mice in each group. During the high-fat and high-fructose diet and normal diet, the body weight changes of mice in different groups were recorded. After the intervention, the blood glucose and insulin levels of mice in each group were detected. The intestinal barrier function and inflammation level of mice were evaluated by detecting intestinal water content, permeability, tight junction protein expression, serum and intestinal inflammatory factor levels. 【Results】 Compared with ND group, HFHFD group significantly increased the body weight, blood glucose and insulin levels of mice, increased the intestinal water content and permeability, decreased the expression of tight junction proteins, and increased inflammatory factors of the serum and intestines. In the two groups fed with high-fat and high-fructose diet, the body weight, blood glucose and insulin levels of the HFHFD+Khk^-/- group were significantly lower than those of HFHFD group, and the intestinal barrier dysfunction and inflammation were significantly improved. 【Conclusion】 KHK, a key enzyme in fructose metabolism, is involved in the impairment of intestinal barrier caused by high-fat and high-fructose diet. Knockout of Khk gene significantly improved intestinal barrier dysfunction and the inflammation level.

Objectives:To investigate the clinical and genetic features of young Chinese patients with myeloproliferative neoplasms (MPN) .Methods:In this cross-sectional study, anonymous questionnaires were distributed to patients with MPN patients nationwide. The respondents were divided into 3 groups based on their age at diagnosis: young (≤40 years) , middle-aged (41-60 years) , and elderly (>60 years) . We compared the clinical and genetic characteristics of three groups of MPN patients.Results:1727 assessable questionnaires were collected. There were 453 (26.2%) young respondents with MPNs, including 274 with essential thrombocythemia (ET) , 80 with polycythemia vera (PV) , and 99 with myelofibrosis. Among the young group, 178 (39.3%) were male, and the median age was 31 (18-40) years. In comparison to middle-aged and elderly respondents, young respondents with MPN were more likely to present with a higher proportion of unmarried status (all P<0.001) , a higher education level (all P<0.001) , less comorbidity (ies) , fewer medications (all P<0.001) , and low-risk stratification (all P<0.001) . Younger respondents experienced headache (ET, P<0.001; PV, P=0.007; MF, P=0.001) at diagnosis, had splenomegaly at diagnosis (PV, P<0.001) , and survey (ET, P=0.052; PV, P=0.063) . Younger respondents had fewer thrombotic events at diagnosis (ET, P<0.001; PV, P=0.011) and during the survey (ET, P<0.001; PV, P=0.003) . JAK2 mutations were found in fewer young people (ET, P<0.001; PV, P<0.001; MF, P=0.013) ; however, CALR mutations were found in more young people (ET, P<0.001; MF, P=0.015) . Furthermore, mutations in non-driver genes (ET, P=0.042; PV, P=0.043; MF, P=0.004) and high-molecular risk mutations (ET, P=0.024; PV, P=0.023; MF, P=0.001) were found in fewer young respondents. Conclusion:Compared with middle-aged and elderly patients, young patients with MPN had unique clinical and genetic characteristics.

Objective:To rescue enterovirus group A type 71 (EV-A71) VP1 protein mutant strain (Val147→Ala) and explore the effect of this locus on viral virulence.Methods:The SDLY107 constructed plasmid pMD19-T-EGFP-107 was used as template, the recombinant plasmid pMD19-T-EGFP-107 (VP1-1) was constructed by site-directed mutation and reverse genetics. The recombinant plasmid was transfected into BSR-T7/5 cells, and the transfection products were subcultured in RD cells for three times. The mutant strain SDLY-EGFP-107(VP1-1) was successfully saved. The viral replication was detected by qRT-PCR, and the cell damage caused by the virus was detected by cell proliferation (CCK-8) and lactate dehydrogenase (LDH) tests.Results:The target fragment was amplified by overlapping fusion PCR, and the size was about 3.4 kb. The recombinant plasmid was identified by double enzyme digestion and the mutation was verified by sequencing. Obvious fluorescence was observed 24 hours after transfection of BSR-T7/5 cells with recombinant plasmid and 24 hours after inoculation into RD cells. The replication ability of mutant strain SDLY107 (VP1-1) in RD cells was weaker than that of virulent strain SDLY107 ( t=9.58, P<0.001) by qRT-PCR. CCK-8 and LDH tests showed that the cytotoxicity of mutant strain SDLY-EGFP-107(VP1-1) in RD cells ( t=106.60, P<0.001; t=39.88, P<0.001), SH-SY5Y cells ( t=18.72, P<0.001; t=19.09, P<0.001) were significantly weaker than that of virulent strain SDLY107. Conclusions:The mutant strain SDLY-EGFP-107(VP1-1) was successfully saved, which confirmed that the mutation of the 147th amino acid site of VP1 protein could reduce the replication and cell damage of the virus, providing a basis for further study of the role of VP1 protein in the pathogenesis of EV-A71.

Bacterial infection is a common finding in patients, who develop medication-related osteonecrosis of the jaw (MRONJ) by the long-term and/or high-dose use of anti-resorptive agents such as bisphosphonate (BPs). However, pathological role of bacteria in MRONJ development at the early stage remains controversial. Here, we demonstrated that commensal microbiota protects against MRONJ development in the pulp-exposed periapical periodontitis mouse model. C57/BL6 female mice were treated with intragastric broad-spectrum antibiotics for 1 week. Zoledronic acid (ZOL) through intravenous injection and antibiotics in drinking water were administered for throughout the experiment. Pulp was exposed on the left maxillary first molar, then the mice were left for 5 weeks after which bilateral maxillary first molar was extracted and mice were left for additional 3 weeks to heal. All mice were harvested, and cecum, maxilla, and femurs were collected. ONJ development was assessed using μCT and histologic analyses. When antibiotic was treated in mice, these mice had no weight changes, but developed significantly enlarged ceca compared to the control group (CTL mice). Periapical bone resorption prior to the tooth extraction was similarly prevented when treated with antibiotics, which was confirmed by decreased osteoclasts and inflammation. ZOL treatment with pulp exposure significantly increased bone necrosis as determined by empty lacunae and necrotic bone amount. Furthermore, antibiotics treatment could further exacerbate bone necrosis, with increased osteoclast number. Our findings suggest that the commensal microbiome may play protective role, rather than pathological role, in the early stages of MRONJ development.
Animals ; Bisphosphonate-Associated Osteonecrosis of the Jaw/prevention & control* ; Bone Density Conservation Agents ; Diphosphonates ; Female ; Humans ; Mice ; Microbiota ; Periapical Diseases ; Zoledronic Acid

Objective To observe the content of macrophage inflammatory protein-1α(MIP-1α)in plasma and bronchoalveolar lavage fluid (BALF) and the expressions of MIP-1α mRNA and nuclear factor-kappa B( NFκB)p65 mRNA in the lung of rats subjected to mechanical ventilation with high tidal volume. Method Thirty-two healthy Wistar rats were randomly ( random number) divided into control group, ventilator induced lung injury (VILI) group,dexamethasone (DEX) group and budesonide (BUD) group. The content of MIP-1α in plasma and BALF were measured with ELJSA and the expressions of MIP-1α mRNA and NF-κBp65 mRNA in lung of rat were detected by RT-PCR. The data distributed were expressed as (-x) ± s and were compared among 4 groups. Furthermore, the correlation between the content of MIP-1α and the expression of MIP-1α mRNA, and the correlation between the expression of MIP-1α mRNA and the expression of NF-κBp65 mRNA were analyzed in the latter three groups. Results With lessened lung injury ,the content of MIP-1αin plasma and BALF and the expressions of MIP-1α mRNA and NF-κBp65 mRNA in lungs of rats of DEX and BUD groups were significantly lower than those in VILI group ( P ＜ 0.001 ). Although the content of MIP-1α in plasma and BALF and the expressions of MIP-1α mRNA and NF-κBp65 mRNA in lungs of rats of BUD group were higher than those of DEX group, but no significant differences were found between them ( P ＞ 0.05). Correlation study showed that positive correlations were xisted between the MIP-1α in plasma and the expression of MIP-1α mRNA in the lungs ( r = 0.895, P ＜ 0.05)and between the expression of MIP-1α mRNA and the expression of NF-κBp65 mRNA in the lungs ( r=0.801, P ＜ 0.05). Conclusions Glucocorticoid could down-regulate the expression of MIP-1α mRNA by inhibiting the activity of NF-κB in the lungs and may have preventive and therapeutic effect to VILI to some extent. The effect of glucocorticoid used locally against VILI is simnilar to that of systemic administration with lesser adverse reactions.