1.Traditional Chinese Medicine Syndromes in Depressive Episodes of Bipolar Disorder Based on Cluster Analysis and Bayesian Network:A Cross-sectional Study
Xinzi LIU ; Ziyan LI ; Sisi ZHENG ; Mingkang SONG ; Hong ZHU ; Dongqing YIN ; Hongxiao JIA
Journal of Traditional Chinese Medicine 2024;65(1):79-85
ObjectiveTo explore the elements, distribution and characteristics of traditional Chinese medicine (TCM) syndromes in depressive episodes of bipolar disorder (BD). MethodsBasic information, along with the four examination information, the Hamilton Depression Scale and Young Mania Rating Scale scores, were collected from 293 outpatients with BD at Beijing Anding Hospital, Capital Medical University. The four examination information with an occurrence rate greater than 12% were retained. The R language “dist” function was used to calculate the distances between samples using the Euclidean distance method. The hierarchical clustering of the four examination information was performed using the “hclust” function and the squared Euclidean distance method. A team of five researchers was formed to determine the nature and location of the essential elements of TCM syndrome in BD based on the clustering results. The PC algorithm was used to construct a Bayesian network model of the essential elements. The working group combined the essential elements of TCM syndromes in the Bayesian network according to the reference model results, and then extracted common TCM syndromes. The score of each patient based on the essential elements was matched with the common TCM syndromes to determine the syndrome type of each patient. The working group then performs conformity and revision based on this, obtaining the final distribution of TCM syndromes for the patients. ResultsThere were 77 common TCM symptoms in BD with a frequency greater than 12%. The top 15 symptoms with higher frequencies were slippery pulse, mental fatigue and lack of strength, wiry pulse, excessive rumination, preference for solitude, vexation, agitation and irritability, dry mouth, palpitations, profuse dreaming, unwarranted worries, chest oppression, thin white coating, amnesia, frequent sighing, and poor appetite. TCM syndrome elements of BD can be grouped into 11 categories. The nature of disease-related essential elements included fire, qi deficiency, blood deficiency, qi counterflow, yin deficiency, dampness, heat, fire from constraint, and phlegm. The location of disease-related essential elements included heart, liver, spleen, stomach, kidney, bladder channel, and gallbladder. By constructing a Bayesian network model and considering the opinions from the experts, six common syndromes of BD were identified, among which the highest proportion was heart-stomach heat accumulation, accounting for 27.99% (82 cases), followed by heart-spleen deficiency (55 cases, 18.77%), non-interaction between the heart and the kidney (49 cases, 16.72%), liver constraint and blood deficiency (42 cases, 14.33%), heart qi deficiency (37 cases, 12.63%), and damp-heat in the liver and gallbladder (28 cases, 9.56%). ConclusionsThe nature of disease-related elements of BD are predominantly fire and heat, while the location of disease-related essential elements are primarily associated with the heart, liver, and spleen. The most common TCM syndromes are heart-stomach heat accumulation and heart-spleen deficiency.
2.Research progress on application of machine learning in discharge preparation service for patients
Huanting HU ; Sisi HONG ; Yingying JIA ; Jianping SONG
Chinese Journal of Nursing 2024;59(3):378-384
With the deepening of the reform of the medical and health system and the continuous optimization of the medical order,it is especially important to organize the development of admission and discharge standards and improve the service of preparing patients for discharge.In recent years,the research and application of machine learning technology in the medical field has been intensifying,and it has unique advantages in processing data and risk prediction research.Therefore,this paper reviews the development process,types of machine leaming,the content and effects of its application in patient discharge preparation services,and the current problems,in order to provide references for healthcare professionals to implement the best clinical decisions and further improve the patient discharge preparation service model.
3.SiO2 Induces Iron Overload and Ferroptosis in Cardiomyocytes in a Silicosis Mouse Model
Wang YONGHENG ; Li NING ; Guan YI ; LI TONG ; Zhang YUXIU ; Cao HONG ; Yu ZHIHUA ; Li ZHIHENG ; Li SHUOYAN ; Hu JIAHAO ; Zhou WENXIN ; Qin SISI ; Li SHUANG ; Yao SANQIAO
Biomedical and Environmental Sciences 2024;37(6):617-627
Objective The aim of this study was to explore the role and mechanism of ferroptosis in SiO2-induced cardiac injury using a mouse model. Methods Male C57BL/6 mice were intratracheally instilled with SiO2 to create a silicosis model.Ferrostatin-1(Fer-1)and deferoxamine(DFO)were used to suppress ferroptosis.Serum biomarkers,oxidative stress markers,histopathology,iron content,and the expression of ferroptosis-related proteins were assessed. Results SiO2 altered serum cardiac injury biomarkers,oxidative stress,iron accumulation,and ferroptosis markers in myocardial tissue.Fer-1 and DFO reduced lipid peroxidation and iron overload,and alleviated SiO2-induced mitochondrial damage and myocardial injury.SiO2 inhibited Nuclear factor erythroid 2-related factor 2(Nrf2)and its downstream antioxidant genes,while Fer-1 more potently reactivated Nrf2 compared to DFO. Conclusion Iron overload-induced ferroptosis contributes to SiO2-induced cardiac injury.Targeting ferroptosis by reducing iron accumulation or inhibiting lipid peroxidation protects against SiO2 cardiotoxicity,potentially via modulation of the Nrf2 pathway.
4.Research progress in the effects of microRNAs on cardiac electrophysiological properties
The Journal of Practical Medicine 2024;40(9):1320-1323
The incidence of perioperative arrhythmias is 4%~20%in noncardiac surgery and 10%~30%in cardiothoracic surgery,with the incidence of perioperative arrhythmias in cardiac surgery patients as high as 90%.Perioperative arrhythmias can prolong hospitalization and increase morbidity and mortality during hospitalization.Studies have shown that aberrantly expressed microRNAs in cardiovascular diseases can participate in cardiac auto-maticity,excitability and conductivity by regulating ion channels,gap junction proteins,and intracellular Ca2+ handling proteins,thereby regulating cardiac electrophysiological homeostasis and arrhythmias.In this article,we will review the research progress of microRNAs and arrhythmias mainly from the perspective of cardiac electrophysi-ological imbalance.
5.Effects of dimethyl itaconate on secretion of pro-inflammatory factors in den-dritic cells and on T helper 17 cells in mice with experimental autoimmune uveitis
Jiali WANG ; Chao YANG ; Sisi CHEN ; Kailang ZHANG ; Ruihua WEI ; Hong NIAN
Recent Advances in Ophthalmology 2024;44(5):346-349
Objective To investigate the effects of dimethyl itaconate(DMI)on the secretion of pro-inflammatory factors in dendritic cells(DCs)and on the interphotoreceptor retinoid-binding protein(IRBP)1-20-specific T helper 17(Th17)cells in mice with experimental autoimmune uveitis(EAU).Methods Bilateral femur and tibia of C57BL/6J mice were isolated to obtain bone marrow cells,and these bone marrow cells were directionally induced with granulocyte macrophage-colony-stimulating factor(GM-CSF)and interleukin(IL)-4 to differentiate DCs.After 6 days,DCs were ran-domly divided into the DMI group and the phosphate-buffered saline(PBS)group.Cells in the DMI group were pretreated with 250 μmol·L-1 DMI,and cells in the PBS group were pretreated with the same volume of PBS for 3 hours.After-wards,100 μg·L-1 lipopolysaccharide was added in the every group to stimulate cells for 24 hours.The relative mRNA ex-pression levels of IL-6,IL-1 β,and IL-23 in DCs were measured by quantitative real-time polymerase chain reaction(qRT-PCR).The EAU model was constructed by actively immunizing mice with IRBP1-20,Freund's incomplete adjuvant,and my-cobacterium tuberculosis H37RA.Thirteen days after immunization,T cells in the spleen and lymph node isolated from EAU mice were cocultured with DMI-treatedor PBS-treated DCs in the medium containing IRBP1-20.They polarized toward Th17 cells.The percentage of Th17 cells in the cocultured cells was detected by flow cytometry.The IL-17 level in the coculture supernatant was detected by enzyme-linked immunosorbent assay(ELISA).qRT-PCR was performed to detect the relative mRNA expression levels of retinoid-related orphan receptor gamma t(RORγt),IL-17,IL-23R,and GM-CSF in the cocultured cells.Results qRT-PCR analysis revealed that the relative mRNA expression levels of IL-6,IL-1β,and IL-23 in the DMI group were significantly lower thanthose in the PBS group(all P<0.05).Flow cytometry analysis showed that the proportion of Th17 cells in the cocultured cells in the DMI group was significantly lower than that in the PBS group(P<0.05).ELISA analysis exhibited that the IL-17 level in the coculture supernatant in the DMI group was significantly lower than that in the PBS group(P<0.05).The relative mRNA expression levels of IL-17,ROR-γt,IL-23R and GM-CSF in cocultured cells in the DMI group significantly decreased compared with the PBS group(all P<0.05).Conclusion DMI can reduce the expression of IL-6,IL-1β and IL-23 in DCs,thus negatively modulating the responses of IRBP1-20-specific Th17 cells.
6.Inhibitory effect of lncRNA 5033413D16Rik on the activity of T helper 17 cells in experimental autoimmune uveitis
Xuejia LI ; Kailang ZHANG ; Sisi CHEN ; Ruihua WEI ; Hong NIAN
Chinese Journal of Experimental Ophthalmology 2024;42(11):983-990
Objective:To investigate the effect of long noncoding RNA (lncRNA) 5033413D16Rik (lncRNA 5033413D16Rik) on the activity of interphotoreceptor retinoid-binding protein 1-20 (IRBP) 1-20-specific T helper 17 (Th17) cells in experimental autoimmune uveitis (EAU). Methods:Twelve SPF grade C57BL/6 female mice aged 8 to 10 weeks were selected and divided into EAU group and normal control group using the random number table method, with 6 mice in each group.Mice in the normal control group received no treatment.Mice in the EAU group were immunized with IRBP 1-20 emulsified in complete Freund's adjuvant to induce EAU.On day 13 after immunization, fundus examination and inflammation scoring were performed, and retinal histopathological changes were observed with hematoxylin and eosin staining.T cells were isolated from the spleen and lymph nodes of EAU mice, and the relative expression of lncRNA 5033413D16Rik was detected by real-time fluorescence quantitative PCR (qRT-PCR).In addition, the isolated T cells were divided into short hairpin RNA (shRNA)-5033413D16Rik transfected group and shRNA-negative control (NC) transfected group, and transfected with corresponding shRNAs, respectively.The knockdown efficiency of shRNA-5033413D16Rik was verified by qRT-PCR.T cells in the two groups were co-cultured with bone marrow-derived dendritic cells (BMDCs) under Th17 polarizing conditions.The relative expression of retinoic acid-related orphan receptor (RORγt), interleukin 17 (IL-17), IL-23 receptor (IL-23R), and granulocyte-macrophage colony-stimulating factor (GM-CSF) mRNA in co-cultured cells were analyzed by qRT-PCR.The IL-17 concentration in co-culture supernatants was assayed by ELISA and percentages of Th17 cells were determined by flow cytometry.The use and care of experimental animals complied with the Regulations for the Administration of Affairs Concerning Experimental Animals promulgated by the State Science and Technology Commission.The study protocol was reviewed and approved by the Experimental Animal Ethics Committee of Tianjin Medical University (No.TJYY2019110117). Results:EAU model was established successfully.qRT-PCR analysis showed that the expression of lncRNA 5033413D16Rik was significantly decreased in T cells from EAU mice compared with normal control mice ( t=-13.332, P<0.001).Compared with the shRNA-NC transfected group, the relative expression of lncRNA 5033413D16Rik in T cells of the shRNA-5033413D16Rik transfected group was significantly reduced ( t=-6.338, P<0.01).In co-cultured T cells, the expression levels of RORγt, IL-17, IL-23R, and GM-CSF mRNA in shRNA-5033413D16Rik transfected group were 1.61±0.13, 1.51±0.13, 1.85±0.33 and 1.45±0.11, which were significantly higher than 1.00±0.01, 1.00±0.01, 1.00±0.01 and 1.00±0.01 in shRNA-NC-transfected group ( t=-6.839, -8.221, -4.538, -4.189; all at P<0.05).ELISA analysis revealed that IL-17 concentraion in shRNA-5033413D16Rik transfected group was (2 350.39±367.02)pg/ml, which was significantly higher than (1 513.31±310.37)pg/ml ( t=-3.016, P=0.039).Flow cytometry showed that the percentage of Th17 cells in shRNA-5033413D16Rik transfected group was (17.20±0.44)%, which was higher than (14.10±0.84)% in normal control group ( t=-3.264, P=0.031). Conclusions:LncRNA 5033413D16Rik can inhibit the expression of pathogenicity related genes in antigen-specific Th17 cells and negatively regulates IRBP 1-20-specific Th17 cell responses.
7.Engineered Bacillus subtilis alleviates intestinal oxidative injury through Nrf2-Keap1 pathway in enterotoxigenic Escherichia coli (ETEC) K88-infected piglet.
Chaoyue WEN ; Hong ZHANG ; Qiuping GUO ; Yehui DUAN ; Sisi CHEN ; Mengmeng HAN ; Fengna LI ; Mingliang JIN ; Yizhen WANG
Journal of Zhejiang University. Science. B 2023;24(6):496-509
Engineered probiotics can serve as therapeutics based on their ability of produce recombinant immune-stimulating properties. In this study, we built the recombinant Bacillus subtilis WB800 expressing antimicrobial peptide KR32 (WB800-KR32) using genetic engineering methods and investigated its protective effects of nuclear factor-E2-related factor 2 (Nrf2)-Kelch-like ECH-associated protein 1 (Keap1) pathway activation in intestinal oxidative disturbance induced by enterotoxigenic Escherichia coli (ETEC) K88 in weaned piglets. Twenty-eight weaned piglets were randomly distributed into four treatment groups with seven replicates fed with a basal diet. The feed of the control group (CON) was infused with normal sterilized saline; meanwhile, the ETEC, ETEC+WB800, and ETEC+WB800-KR32 groups were orally administered normal sterilized saline, 5×1010 CFU (CFU: colony forming units) WB800, and 5×1010 CFU WB800-KR32, respectively, on Days 1‒14 and all infused with ETEC K88 1×1010 CFU on Days 15‒17. The results showed that pretreatment with WB800-KR32 attenuated ETEC-induced intestinal disturbance, improved the mucosal activity of antioxidant enzyme (catalase (CAT), superoxide dismutase (SOD), and glutathione peroxidase (GPx)) and decreased the content of malondialdehyde (MDA). More importantly, WB800-KR32 downregulated genes involved in antioxidant defense (GPx and SOD1). Interestingly, WB800-KR32 upregulated the protein expression of Nrf2 and downregulated the protein expression of Keap1 in the ileum. WB800-KR32 markedly changed the richness estimators (Ace and Chao) of gut microbiota and increased the abundance of Eubacterium_rectale_ATCC_33656 in the feces. The results suggested that WB800-KR32 may alleviate ETEC-induced intestinal oxidative injury through the Nrf2-Keap1 pathway, providing a new perspective for WB800-KR32 as potential therapeutics to regulate intestinal oxidative disturbance in ETEC K88 infection.
Animals
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Swine
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Enterotoxigenic Escherichia coli
;
Kelch-Like ECH-Associated Protein 1
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Bacillus subtilis
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NF-E2-Related Factor 2
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Antioxidants
;
Oxidative Stress
8.Peripheral Blood Laboratory Test Results Combined with TCF1+CD8+ T Lymphocytes Ratio to Predict the Response and Prognosis of Immunotherapy to Advanced Lung Cancer.
Hong LUO ; Sisi DAI ; Yalun LI ; Panwen TIAN ; Qintong LI ; Xuyu CAI
Chinese Journal of Lung Cancer 2023;26(8):605-614
BACKGROUND:
Immune checkpoint inhibitors (ICIs) therapy lacks viable biomarkers for response and prognosis prediction. This study aimed to investigate the correlation of peripheral blood laboratory test results combined with lymphocyte subset ratios to the response and prognosis of immunotherapy in advanced lung cancer.
METHODS:
Advanced lung cancer patients admitted to West China Hospital, Sichuan University from May 2021 to July 2023 were prospectively enrolled in this study. Clinical data and peripheral blood were collected before and after treatment and lymphocyte subset ratios were analyzed by flow cytometry. Logistic regression was used to identify factors correlated to ICIs treatment efficacy. Cox modeling was applied to explore the prognostic factors.
RESULTS:
Logistic regression showed that the baseline level of transcription factor T cell factor 1 (TCF1)+CD8+ T cell ratio and peripheral white blood cell (WBC) count, lymphocyte percentage, cytokeratin 19 fragment (CYFRA21-1) after 1 cycle of ICIs treatment were the potential predictors for ICIs response (P<0.05). Cox regression analysis showed that the baseline level of TCF1+CD8+ T cell ratio (P=0.020) and peripheral WBC count after 1 cycle of ICIs treatment (P<0.001) were prognostic factors.
CONCLUSIONS
Patients with high baseline TCF1+CD8+ T cell ratio combined with low WBC counts and low CYFRA21-1 level after 1 cycle of ICIs treatment are more likely to benefit from ICIs therapy.
Humans
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Lung Neoplasms/drug therapy*
;
Carcinoma, Non-Small-Cell Lung/drug therapy*
;
T Cell Transcription Factor 1/genetics*
;
Prognosis
;
CD8-Positive T-Lymphocytes
;
Immunotherapy
9.Research progress of Episodic Future Thinking in health behavior decision-making of chronic disease patients
Yifan RU ; Shanni DING ; Yang GAO ; Meijuan WANG ; Yihong XU ; Sisi HONG ; Hongying PAN
Chinese Journal of Nursing 2023;58(21):2677-2682
Health behavior decision-making often involves the balance of gains and losses at different time points,which affects the choice and maintenance of health behaviors.As a cognitive processing method of"pre-experiencing"future events,Episodic Future Thinking(EFT)can promote the formation of health intentions and health behavior change by increasing the value of future health outcomes.This paper reviews the concept,intervention model and action effect of EFT in health behaviors,in order to provide references for nurses to innovate health education and behavior management from the perspective of behavioral economics.
10.Values of serum Delta-like protein 4 and cAMP response element-binding protein levels in predicting microvascular injury of patients with different stages of diabetic retinopathy
Jing GUO ; Yunyun LI ; Sisi LIU ; Ying SHA ; Kai MA ; Hong WANG
Journal of Clinical Medicine in Practice 2023;27(23):68-72,78
Objective To analyze the values of serum Delta-like protein 4(DLL4)and cAMP response element-binding protein(CREB)levels in predicting microvascular injury of patients with different stages of diabetic retinopathy(DR).Methods Eighty diabetic patients from February 2020 to February 2023 were selected as research objects,and they were divided into no DR group(n=37),non-proliferative DR group(n=19)and proliferative DR group(n=24)according to different stages of DR;serum DLL4 and CREB levels in the blood were detected,and the FACS Count flow cytometry was used to detect levels of endothelial progenitor cells(EPC),circulating endothelial cells(CEC)and circulating progenitor cells(CPC)in patients.Results The levels of DLL4 and CREB in the blood of proliferative DR group were the highest,while the levels of DLL4 and CREB in the no DR group were the lowest,and the differences were statistically significant(P<0.05);different stages of DR were significantly positively correlated with the levels of DLL4 and CREB(P<0.05);the high levels of DLL4 and CREB in the blood of diabetic patients were the independent risk factors affecting staging of DR(P<0.05).The levels of EPC and CPC in the blood of proliferative DR group were the lowest,while the level of CEC was the highest;in the no DR group,the levels of EPC and CPC were the highest,while the level of CEC was the lowest,and the differences were statistically signifi-cant(P<0.05);the levels of DLL4 and CREB were significantly negatively correlated with EPC and CPC levels(P<0.05),while the levels of DLL4 and CREB were significantly positively corre-lated with CEC level(P<0.05);the area under the curve(AUC)of both DLL4 and CREB in pre-dicting microvascular injury in DR patients was greater than 0.85.Conclusion As the staging of DR increases,the levels of serum DLL4 and CREB show a significant upward trend,and DLL4 and CREB have higher predictive values for microvascular injury.

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