1.Application of knowledge graph technology in the field of nursing
Lei XU ; Caixiu XUE ; Ke YANG ; Lianhong WANG
Chinese Journal of Modern Nursing 2025;31(16):2236-2240
As a crucial research branch of artificial intelligence and a key technology for implementing smart healthcare, knowledge graphs have demonstrated strong capabilities in data processing and organization. Nursing researchers can leverage knowledge graph technology to effectively integrate nursing-related concepts and their potential relationships, thereby providing guidance for clinical nursing practice. This paper introduced the connotation, construction methods, and core technologies of knowledge graphs, and presents specific scenarios illustrating their applications in the nursing field. Furthermore, it discussed the role of knowledge graphs in promoting the development of nursing science, aiming to enhance awareness among nursing researchers and broaden the application of knowledge graphs in nursing.
2.Diabetic Nephropathy Treatment by Zn Supplementation in a Murine Model of Type 1 Diabetes Mellitus:Potential Role of Nrf2 Signaling Pathway
Lianhong XU ; Weixia SUN ; Wei LIU ; Yanbo LI
Journal of Sichuan University (Medical Sciences) 2025;56(3):613-618
Objective To evaluate the renoprotective effects of zinc(Zn)supplementation in diabetes kidney disease(DKD)and to explore its impact on the nuclear factor erythroid 2-related factor 2(Nrf2)signaling pathway.Methods A total of 12 male OVE26 mice(spontaneous type 1 diabetes mellitus mice)aged 3 months and weighing approximately 24-27 g were selected and randomly assigned to a diabetes mellitus(DM)group and a zinc-treated DM(DM/Zn)group(n=6 each).In addition,12 age-matched male FVB mice weighing approximately 27-30 g were selected and randomly assigned to a non-diabetic control(Ctrl)group and a zinc-treated(Zn)group(n=6 each).Mice in the DM/Zn and Zn groups were given zinc supplementation for 3 months,with each mouse receiving 5 mg/kg of zinc sulfate by gavage every other day.Mice in the DM and Ctrl groups were given the same volume of normal saline.At the end of the experiment,the albumin-to-creatinine ratio(ACR)in urine was used as an indicator to evaluate renal function.Sirius red staining was performed to assess renal fibrosis in each group of mice.Western blotting was performed to determine the expression of fibrotic growth factors,including connective tissue growth factor(CTGF)and transforming growth factor-β1(TGF-β1),in renal tissue,and the protein expression of Nrf2,an antioxidant substance,and the protein expression levels of its downstream targets,including NAD(P)H quinone dehydrogenase 1(NQO1),heme oxygenase 1(HO-1),superoxide dismutase(SOD)-1,SOD-2,and catalase(CAT).Results 1)Compared to the Ctrl group,the urinary protein secretion levels of mice in the DM group exhibited progressive increase.After 3 months of zinc supplementation treatment,the urinary protein secretion levels of mice in the DM/Zn group decreased Compared to that of mice in the DM group,and the difference was statistically significant(P<0.05).2)Compared to that in the Ctrl group,the collagen deposition in the renal tissues of mice in the DM group increased,and the difference was statistically significant(P<0.05),while no obvious change was observed in mice in the DM/Zn group.Compared to the Ctrl group,mice in the DM group exhibited increased expression levels of CTGF and TGF-β1 in the renal tissues,but the expression levels decreased after zinc supplementation treatment,with the differences being statistically significant(P<0.05).3)Compared to that of the Ctrl group,the expression level of Nrf2 in the renal tissues of mice in the Zn and DM groups increased,and the level of Nrf2 in the renal tissues of mice in the DM/Zn group showed a further increase,with the differences being statistically significant(P<0.05).4)Compared to those of the Ctrl group,the protein expression levels of Nrf2 downstream target genes,including NQO1 and HO-1,in the renal tissues of mice in the Zn group increased,and the levels of NQO1 and HO-1 in the renal tissues of mice in the DM/Zn group showed a further increase,with the differences being statistically significant(P<0.05).Compared to those of the mice in the Ctrl group,the protein expressions of Nrf2 downstream target genes,including SOD-1,SOD-2,and CAT of in the renal tissues of the mice in the Zn group increased,while the expression levels of SOD-1,SOD-2,and CAT in the renal tissues of the mice in the DM group decreased,with the differences being statistically significant(P<0.05).Zn supplementation could completely inhibit these changes(P<0.05).Conclusions Zn supplementation has therapeutic effects on DKD and mitigates T1DM-induced renal dysfunction and oxidative injury in mice,which may be associated with the activation of the Nrf2 antioxidant signaling pathway.
3.Application of knowledge graph technology in the field of nursing
Lei XU ; Caixiu XUE ; Ke YANG ; Lianhong WANG
Chinese Journal of Modern Nursing 2025;31(16):2236-2240
As a crucial research branch of artificial intelligence and a key technology for implementing smart healthcare, knowledge graphs have demonstrated strong capabilities in data processing and organization. Nursing researchers can leverage knowledge graph technology to effectively integrate nursing-related concepts and their potential relationships, thereby providing guidance for clinical nursing practice. This paper introduced the connotation, construction methods, and core technologies of knowledge graphs, and presents specific scenarios illustrating their applications in the nursing field. Furthermore, it discussed the role of knowledge graphs in promoting the development of nursing science, aiming to enhance awareness among nursing researchers and broaden the application of knowledge graphs in nursing.
4.A retrospective cohort study based on propensity score matching evaluated the effect of bronchoalveolar lavage on the clinical prognosis of children with macrolide drug-resistant Mycoplasma pneumoniae pneumonia
Bichen WU ; Shiting XIANG ; Lianhong LIU ; Chang XU ; Yanni MENG ; Yanping CHEN
Chinese Journal of Preventive Medicine 2024;58(11):1720-1726
To evaluate the effect of bronchoalveolar lavage (BAL) on the clinical prognosis of children with macrolide drug-resistant Mycoplasma pneumoniae pneumonia (MRMPP) in a retrospective cohort study based on propensity score matching (PSM).A retrospective cohort study based on propensity score matching retrospectively collected the clinical data of hospitalized patients diagnosed with mycoplasma macrolide drug-resistant pneumonia (MRMPP) in Respiratory Department of Hunan Children′s Hospital from January 2020 to August 2023. According to whether bronchoalveolar lavage (BAL) was performed during hospitalization, the children were divided into BAL group and non-BAL group, and the baseline information of the two groups was matched by propensity scores, and the clinical prognosis was compared. A total of 302 children were screened, and 150 cases were successfully matched, including 59 cases in the BAL group and 91 cases in the non-BAL group. The results showed that the differences between the non-BAL group and the BAL group before PSM( P<0.05) were significantly different in age [(4.60±2.97)years vs (5.41±3.02) years, t=-2.273, P=0.024], shortness of breath (9.4% vs 22.5%, χ 2=9.864, P=0.002), and radiographic manifestations [lung interstitial changes (29.8% vs 15.3%, χ 2=8.009, P=0.005), lung consolidation (17.3% vs 55.9%, χ 2=48.457, P<0.001), spotted flaky infiltrates (52.4% vs 27.9%, χ 2=17.056, P<0.001)], bacterial infection (3.2% vs 9.2%, χ 2=4.845, P=0.028), duration of azithromycin or doxycycline use [4(2, 5) days vs 5(3, 6) days, Z=-2.374, P=0.018], White Blood Cell Count at admission [7.94 (6.25, 10.34)×10 9/L vs 7.21 (5.65, 9.01)×10 9/L, Z=-2.445, P=0.014], D Dimer [0.58 (0.44, 0.83) μg/ml vs 0.80 (0.52, 1.12) μg/ml, Z=-3.154, P=0.002], but there was no significant difference between the two groups in the above indexes after PSM ( P>0.05). The duration of hospitalization, cough relief, disappearance of rales and fever in the BAL group was shortened in the BAL group compared with that in the non-BAL group [5 (4, 7) days vs 7 (5, 8) days, Z=-2.373, P=0.018], and the difference was statistically significant ( P<0.05). Linear regression analysis of PSM cohort study showed that BAL was negatively correlated with fever time (β=-4.369, 95% CI:-8.600--0.138, P<0.05). In conclusion, BAL can shorten the fever time of MRMPP, and early BAL in addition to conventional treatment has a positive effect on the prognosis of children.
5.Current status and influencing factors of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old
Caixiu XUE ; Heng ZHOU ; Ke YANG ; Lei XU ; Huiwen TAN ; Lianhong WANG
Chinese Journal of Modern Nursing 2024;30(36):4990-4995
Objective:To investigate the current status of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old, and explore its influencing factors, providing reference for further constructing strategies to enhance the nurturing care ability of primary intergenerational caregivers.Methods:From November 2022 to February 2023, cluster sampling was used to select 673 primary intergenerational caregivers of infants and young children aged 0-3 from three communities in Zunyi City as participants. The survey was conducted using the General Self-Efficacy Scale and the self-made Primary Intergenerational Caregiver Nurturing Care Ability Questionnaire for 0-3 Year Old Infants and Young Children. The nurturing care ability of primary intergenerational caregivers was evaluated from five dimensions of health care, nutrition care, safety care, responsive care, and early learning opportunities. Single factor analysis and multiple linear regression were used to analyze the factors influencing the nurturing care ability of primary intergenerational caregivers.Results:Among 673 primary intergenerational caregivers, the total score for the nurturing care ability was (88.15±13.19), and the mean of each item was (2.38±0.36). Multiple linear regression analysis showed that marital status, educational level, occupational status, and general self-efficacy were the influencing factors on the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old ( P<0.05), which explained 21.4% of the total variation. Conclusions:The nurturing care ability of the primary intergenerational caregivers for infants and young children aged 0-3 in Zunyi City are at upper middle level. Healthcare professionals should attach importance to evaluating the nurturing care ability of primary intergenerational caregivers, and provide targeted and effective interventions and support to improve their nurturing care abilities, comprehensively ensuring the healthy growth of infants and young children aged 0-3.
6.A retrospective cohort study based on propensity score matching evaluated the effect of bronchoalveolar lavage on the clinical prognosis of children with macrolide drug-resistant Mycoplasma pneumoniae pneumonia
Bichen WU ; Shiting XIANG ; Lianhong LIU ; Chang XU ; Yanni MENG ; Yanping CHEN
Chinese Journal of Preventive Medicine 2024;58(11):1720-1726
To evaluate the effect of bronchoalveolar lavage (BAL) on the clinical prognosis of children with macrolide drug-resistant Mycoplasma pneumoniae pneumonia (MRMPP) in a retrospective cohort study based on propensity score matching (PSM).A retrospective cohort study based on propensity score matching retrospectively collected the clinical data of hospitalized patients diagnosed with mycoplasma macrolide drug-resistant pneumonia (MRMPP) in Respiratory Department of Hunan Children′s Hospital from January 2020 to August 2023. According to whether bronchoalveolar lavage (BAL) was performed during hospitalization, the children were divided into BAL group and non-BAL group, and the baseline information of the two groups was matched by propensity scores, and the clinical prognosis was compared. A total of 302 children were screened, and 150 cases were successfully matched, including 59 cases in the BAL group and 91 cases in the non-BAL group. The results showed that the differences between the non-BAL group and the BAL group before PSM( P<0.05) were significantly different in age [(4.60±2.97)years vs (5.41±3.02) years, t=-2.273, P=0.024], shortness of breath (9.4% vs 22.5%, χ 2=9.864, P=0.002), and radiographic manifestations [lung interstitial changes (29.8% vs 15.3%, χ 2=8.009, P=0.005), lung consolidation (17.3% vs 55.9%, χ 2=48.457, P<0.001), spotted flaky infiltrates (52.4% vs 27.9%, χ 2=17.056, P<0.001)], bacterial infection (3.2% vs 9.2%, χ 2=4.845, P=0.028), duration of azithromycin or doxycycline use [4(2, 5) days vs 5(3, 6) days, Z=-2.374, P=0.018], White Blood Cell Count at admission [7.94 (6.25, 10.34)×10 9/L vs 7.21 (5.65, 9.01)×10 9/L, Z=-2.445, P=0.014], D Dimer [0.58 (0.44, 0.83) μg/ml vs 0.80 (0.52, 1.12) μg/ml, Z=-3.154, P=0.002], but there was no significant difference between the two groups in the above indexes after PSM ( P>0.05). The duration of hospitalization, cough relief, disappearance of rales and fever in the BAL group was shortened in the BAL group compared with that in the non-BAL group [5 (4, 7) days vs 7 (5, 8) days, Z=-2.373, P=0.018], and the difference was statistically significant ( P<0.05). Linear regression analysis of PSM cohort study showed that BAL was negatively correlated with fever time (β=-4.369, 95% CI:-8.600--0.138, P<0.05). In conclusion, BAL can shorten the fever time of MRMPP, and early BAL in addition to conventional treatment has a positive effect on the prognosis of children.
7.Gut microbiome-based thiamine metabolism contributes to the protective effect of one acidic polysaccharide from Selaginella uncinata(Desv.)Spring against inflammatory bowel disease
Hui HAOCHEN ; Wang ZHUOYA ; Zhao XUERONG ; Xu LINA ; Yin LIANHONG ; Wang FEIFEI ; Qu LIPING ; Peng JINYONG
Journal of Pharmaceutical Analysis 2024;14(2):177-195
Inflammatory bowel disease(IBD)is a serious disorder,and exploration of active compounds to treat it is necessary.An acidic polysaccharide named SUSP-4 was purified from Selaginella uncinata(Desv.)Spring,which contained galacturonic acid,galactose,xylose,arabinose,and rhamnose with the main chain structure of →4)-α-D-GalAp-(1 → and →6)-β-D-Galp-(1 → and the branched structure of →5)-α-L-Araf-(1 →.Animal experiments showed that compared with Model group,SUSP-4 significantly improved body weight status,disease activity index(DAI),colonic shortening,and histopathological damage,and elevated occludin and zonula occludens protein 1(ZO-1)expression in mice induced by dextran sulfate sodium salt(DSS).16S ribosomal RNA(rRNA)sequencing indicated that SUSP-4 markedly downregulated the level of Akkermansia and Alistipes.Metabolomics results confirmed that SUSP-4 obviously elevated thiamine levels compared with Model mice by adjusting thiamine metabolism,which was further confirmed by a targeted metabolism study.Fecal transplantation experiments showed that SUSP-4 exerted an anti-IBD effect by altering the intestinal flora in mice.A mechanistic study showed that SUSP-4 markedly inhibited macrophage activation by decreasing the levels of phospho-nuclear factor kappa-B(p-NF-κB)and cyclooxygenase-2(COX-2)and elevating NF-E2-related factor 2(Nrf2)levels compared with Model group.In conclusion,SUSP-4 affected thiamine metabolism by regulating Akker-mania and inhibited macrophage activation to adjust NF-κB/Nrf2/COX-2-mediated inflammation and oxidative stress against IBD.This is the first time that plant polysaccharides have been shown to affect thiamine metabolism against IBD,showing great potential for in-depth research and development applications.
8.Current status and influencing factors of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old
Caixiu XUE ; Heng ZHOU ; Ke YANG ; Lei XU ; Huiwen TAN ; Lianhong WANG
Chinese Journal of Modern Nursing 2024;30(36):4990-4995
Objective:To investigate the current status of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old, and explore its influencing factors, providing reference for further constructing strategies to enhance the nurturing care ability of primary intergenerational caregivers.Methods:From November 2022 to February 2023, cluster sampling was used to select 673 primary intergenerational caregivers of infants and young children aged 0-3 from three communities in Zunyi City as participants. The survey was conducted using the General Self-Efficacy Scale and the self-made Primary Intergenerational Caregiver Nurturing Care Ability Questionnaire for 0-3 Year Old Infants and Young Children. The nurturing care ability of primary intergenerational caregivers was evaluated from five dimensions of health care, nutrition care, safety care, responsive care, and early learning opportunities. Single factor analysis and multiple linear regression were used to analyze the factors influencing the nurturing care ability of primary intergenerational caregivers.Results:Among 673 primary intergenerational caregivers, the total score for the nurturing care ability was (88.15±13.19), and the mean of each item was (2.38±0.36). Multiple linear regression analysis showed that marital status, educational level, occupational status, and general self-efficacy were the influencing factors on the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old ( P<0.05), which explained 21.4% of the total variation. Conclusions:The nurturing care ability of the primary intergenerational caregivers for infants and young children aged 0-3 in Zunyi City are at upper middle level. Healthcare professionals should attach importance to evaluating the nurturing care ability of primary intergenerational caregivers, and provide targeted and effective interventions and support to improve their nurturing care abilities, comprehensively ensuring the healthy growth of infants and young children aged 0-3.
9.Single-cell analysis of cellular heterogeneity and interactions in the ischemia-reperfusion injured mouse intestine
Lianhong YIN ; Meng GAO ; Lina XU ; Yan QI ; Lan HAN ; Jinyong PENG
Journal of Pharmaceutical Analysis 2023;13(7):760-775
Nine major cell populations among 46,716 cells were identified in mouse intestinal ischemia-reperfusion(Ⅱ/R)injury by single-cell RNA sequencing.For enterocyte cells,11 subclusters were found,in which enterocyte cluster 1(EC1),enterocyte cluster 3(EC3),and enterocyte cluster 8(EC8)were newly discovered cells in ischemia 45 min/reperfusion 720 min(I 45 min/R 720 min)group.EC1 and EC3 played roles in digestion and absorption,and EC8 played a role in cell junctions.For TA cells,after ischemia 45 min/reperfusion 90 min(I 45 min/R 90 min),many TA cells at the stage of proliferation were identified.For Paneth cells,Paneth cluster 3 was observed in the resting state of normal jejunum.After I45 min/R 90 min,three new subsets were found,in which Paneth cluster 1 had good antigen presentation activity.The main functions of goblet cells were to synthesize and secrete mucus,and a novel subcluster(goblet cluster 5)with highly proliferative ability was discovered in I 45 min/R 90 min group.As a major part of immune system,the changes in T cells with important roles were clarified.Notably,enterocyte cells secreted Guca2b to interact with Gucy2c receptor on the membranes of stem cells,TA cells,Paneth cells,and goblet cells to elicit intercellular communication.One marker known as glutathione S-transferase mu 3(GSTM3)affected intestinal mucosal barrier function by adjusting mitogen-activated protein kinases(MAPK)signaling during Ⅱ/R injury.The data on the heterogeneity of intestinal cells,cellular communication and the mechanism of GSTM3 provide a cellular basis for treating Ⅱ/R injury.
10.Protective effects of dioscin against Parkinson's disease via regulating bile acid metabolism through remodeling gut microbiome/GLP-1 signaling
Zhang MAO ; Haochen HUI ; Xuerong ZHAO ; Lina XU ; Yan QI ; Lianhong YIN ; Liping QU ; Lan HAN ; Jinyong PENG
Journal of Pharmaceutical Analysis 2023;13(10):1153-1167
It is necessary to explore potent therapeutic agents via regulating gut microbiota and metabolism to combat Parkinson's disease(PD).Dioscin,a bioactive steroidal saponin,shows various activities.How-ever,its effects and mechanisms against PD are limited.In this study,dioscin dramatically alleviated neuroinflammation and oxidative stress,and restored the disorders of mice induced by 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine(MPTP).16 S rDNA sequencing assay demonstrated that dioscin reversed MPTP-induced gut dysbiosis to decrease Firmicutes-to-Bacteroidetes ratio and the abundances of Enterococcus,Streptococcus,Bacteroides and Lactobacillus genera,which further inhibited bile salt hy-drolase(BSH)activity and blocked bile acid(BA)deconjugation.Fecal microbiome transplantation test showed that the anti-PD effect of dioscin was gut microbiota-dependent.In addition,non-targeted fecal metabolomics assays revealed many differential metabolites in adjusting steroid biosynthesis and pri-mary bile acid biosynthesis.Moreover,targeted bile acid metabolomics assay indicated that dioscin increased the levels of ursodeoxycholic acid,tauroursodeoxycholic acid,taurodeoxycholic acid and β-muricholic acid in feces and serum.In addition,ursodeoxycholic acid administration markedly improved the protective effects of dioscin against PD in mice.Mechanistic test indicated that dioscin significantly up-regulated the levels of takeda G protein-coupled receptor 5(TGR5),glucagon-like peptide-1 receptor(GLP-1R),GLP-1,superoxide dismutase(SOD),and down-regulated NADPH oxidases 2(NOX2)and nu-clear factor-kappaB(NF-κB)levels.Our data indicated that dioscin ameliorated PD phenotype by restoring gut dysbiosis and regulating bile acid-mediated oxidative stress and neuroinflammation via targeting GLP-1 signal in MPTP-induced PD mice,suggesting that the compound should be considered as a prebiotic agent to treat PD in the future.

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