1.Early prediction of severe acute pancreatitis based on improved machine learning models
Long LI ; Liangyu YIN ; Feifei CHONG ; Ning TONG ; Na LI ; Jie LIU ; Xiangjiang YU ; Yaoli WANG ; Hongxia XU
Journal of Army Medical University 2024;46(7):753-759
Objective To establish an early prediction model for the diagnosis of severe acute pancreatitis based on the improved machine learning models,and to analyze its clinical value.Methods A case-control study was conducted on 352 patients with acute pancreatitis admitted to the Gastroenterology and Hepatobiliary Surgery Departments of the Army Medical Center of PLA and Emergency and Critical Care Medicine Department of No.945 Hospital of Joint Logistics Support Force of PLA from January 2014 to August 2023.According to the severity of the disease,the patients were divided into the severe group(n=88)and the non-severe group(n=264).The RUSBoost model and improved Archimead optimization algorithm was used to analyze 39 routine laboratory biochemical indicators within 48 h after admission to construct an early diagnosis and prediction model for severe acute pancreatitis.The task of feature screening and hyperparameter optimization was completed simultaneously.The ReliefF algorithm feature importance rank and multivariate logistic analysis were used to analyze the value of the selected features.Results In the training set,the area under curve(AUC)of the improved machine learning model was 0.922.In the testing set,the AUC of the improved machine learning model reached 0.888.The 4 key features of predicting severe acute pancreatitis based on the improved Archimedes optimization algorithm were C-reactive protein,blood chlorine,blood magnesium and fibrinogen level,which were consistent with the results of ReliefF algorithm feature importance ranking and multivariate logistic analysis.Conclusion The application of improved machine learning model analyzing the laboratory examination results can help to early predict the occurrence of severe acute pancreatitis.
2.Relationship between parenting style and emotional behavior problems in children with development dyslexia
YIN Feifei, ZHANG Jing, ZHONG Lin, LI Dan, XIAO Xinyu, ZUO Pengxiang
Chinese Journal of School Health 2024;45(7):988-992
Objective:
To explore the relationship between parenting style and emotional behavior problems in children with development dyslexia (DD), so as to provide reference for family support and intervention measures.
Methods:
From June to September 2023, 201 children in DD group and typically developing matched by age and sex were selected from the students in grades 3-6 of 4 primary schools in a district of Xinjiang by random cluster sampling method. The Childrens Version of the Parenting Style Scale and the Strength and Difficulty Scale were administered, and the occurrence of childrens emotional behavior problems and parentingstyles in the two groups were compared by Chisquare test and Wicoxon rank sum test. The correlation between parents parenting styles and childrens emotional behavior problems was analyzed by generalized linear regression.
Results:
The detection rates of emotional behavior problems were 45.77% in DD group and 15.42% in normal control children group. The differences in parenting styles between fathers and mothers of the DD group and the normal control group were statistically significant in terms of emotional warmth, parenting anxiety, and overprotection (Z=4.02, 29.03; 4.94, 26.32; 23.47, 5.30, P<0.05). Generalized linear regression analysis showed that father affective warmth was positively correlated with emotional symptoms, hyperactivity, peer interaction problems and prosocial behaviors (β=0.08, 0.05, 0.05, 0.09, P<0.05). The emotional warmth of mothers in DD group was negatively correlated with emotional symptoms, conduct problems, hyperactivity and peer interaction problems (β=-0.18, -0.08, -0.07, -0.08, P<0.05).
Conclusions
Parenting style is an important factor affecting the emotional behavior problems of DD children. Improving parenting style can reduce the occurrence of emotional behavior problems of DD children.
3.Expert consensus on the biosafety recommendation for arthropods of medical importance in field and laboratory
HE Changhua ; LUO Huanle ; YIN Feifei ; HAN Qian ; LIANG Lei ; SHI Yongxia ; YU Xuedong ; SUN Yi ; LIU Qiyong ; WANG Huanyu ; WANG Rong ; SHAN Chao ; DENG Fei ; YUAN Zhiming ; XIA Han
China Tropical Medicine 2024;24(2):119-
The emerging and re-emerging arthropod-borne infectious diseases pose a serious threat to global public health security. Field and laboratory studies of arthropods of medical importance are essential and critical for the prevention and control of arthropod-borne infectious diseases. Various institutions or universities in China have been conducting research in the field or laboratory study of arthropods of medical importance, but up to 2023, it is still lacking detailed biosafety guidelines or recommendations that can guide the related work for arthropods of medical importance. In order to proactively address potential biosafety issues in the field or laboratory activities related to arthropods of medical importance, improve the standardization of arthropod biosafety classification, operations, and protection, and ensure the safety of practitioners, an expert consensus on the biosafety recommendation of arthropods of medical importance in field and laboratory has been developed, aiming to guide the future work of arthropods and ensure the national biosafety and biosecurity of China.
4.Research progress on histone acetylation/methylation in oral diseases
Yuchuan LUO ; Feifei LI ; Fanyuan YU ; Bei YIN ; Ling YE
Journal of Prevention and Treatment for Stomatological Diseases 2024;32(6):463-469
Histone acetylation and methylation can affect chromatin conformation and regulate a variety of biological activities.Abnormal histone acetylation and methylation modifications are related to the occurrence and development of a variety of oral diseases.Histone acetylation and methylation increase or decrease in an orderly manner to regulate the development of teeth.Fluoride ions can destroy the balance between histone acetylation and methylation,which may be related to the occurrence of dental fluorosis.In addition,histone acetylation and methylation are involved in the regula-tion of oral inflammatory diseases.In the inflammatory microenvironment,the expression of histone acetyltransferase GCN5 decreases,and the expression of Dickkopf 1(DKK1)decreases,activating the Wnt/β-catenin pathway and ulti-mately inhibiting the osteogenic differentiation of periodontal ligament stem cells.Enhancer of zeste homolog 2(EZH2)and H3K27me3 levels were decreased in inflamed dental pulp tissues and cells.EZH2 inhibition inhibited the expres-sion of interleukin(IL)-1b,IL-6 and IL-8 in human dental pulp cells under inflammatory stimulation.Histone acetyla-tion/methylation modifications can interact with multiple signaling pathways to promote the occurrence and development of oral tumors and are related to the high invasiveness of salivary gland tumors.Small molecule drugs targeting histone acetylation and methylation-related enzymes can regulate the level of histone methylation/acetylation and have shown po-tential in the treatment of oral and maxillofacial diseases.For example,the histone deacetylase inhibitor vorinostat can inhibit the secretion of inflammation-related cytokines;it also promotes the maturation of odontoblasts and the formation of dentin-related matrix,demonstrating its potential in pulp preservation.Understanding the role of histone acetylation/methylation modifications in the occurrence and development of oral diseases will help promote research on epigenetic modifications in oral diseases and provide new perspectives for disease diagnosis and treatment.
5.Relationship between executive function and social adjustment in children with developmental dyslexia
YIN Feifei, XIAO Xinyu, ZHANG Han, ZUO Pengxiang,LI Dan
Chinese Journal of School Health 2024;45(6):835-839
Objective:
To explore the characteristics of executive function of developmental dyslexic children and the relationship with social adaptability, in order to provide a scientific basis for promoting healthy development of developmental dyslexic children.
Methods:
From June to September 2023, 85 students in the developmental dyslexia group, 85 students in the biological agematched group and 85 students in the reading levelmatched group were selected from the third to sixth grades of two elementary school in a region of Xinjiang by cluster random sampling method. Their executive function was assessed by the Stroop procedure, the 2-back procedure and the numerical conversion procedure, respectively, and their social adaptive ability was assessed by the Social Adaptation Scale for Children and Adolescents. An analysis of variance (ANOVA) was used to compare the differences in executive function and social adjustment among the three groups, and Pearsons correlation was used to analyze the relationship between executive function and social adjustment in developmental dyslexic children.
Results:
Children in the developmental dyslexia group had lower correctness on the Stroop colorword task (0.72±0.21), the 2-back task (0.32±0.13), the digitswitching task (0.54±0.16) and the total score of social adjustment (165.39±31.36) than children in the biological agematched (0.80±0.19,0.38±0.11,0.61±0.15,181.71±31.85) and reading levelmatched group (0.79±0.17,0.35±0.07,0.58±0.15,175.71±27.48) (F=4.54,5.05,4.97,6.31,P<0.01). The inhibition (Stroop colorword task correct rate) and conversion subcomponent (digitswitching task correct rate) of the executive function of children in the developmental dyslexia group were both positively correlated with their social adaptive ability (r=0.34,0.43), and the refreshing subcomponent of the executive function (2-back task correct rate) was negatively correlated with their social adaptive ability (r=-0.27) (P<0.05).
Conclusions
Children with developmental dyslexia have executive function deficits and social maladjustment, and their executive function is related to social adjustment. Measures should be taken to improve the executive function of developmental dyslexic children and to improve their social adaptation.
6.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.
7.The role and mechanism of LncRNA GABPB1-AS1 in regulating proliferation,invasion,migration,and apoptosis of acute myeloid leukemia cells
Yang FEIFEI ; Tang HAO ; Sun HUI ; Sun YIN
Chinese Journal of Clinical Oncology 2024;51(8):392-400
Objective:To explored the role and mechanism of antisense RNA of long non-coding RNA(LncRNA)GA binding protein transcrip-tion factor β subunit 1(GABPB1-AS1)in regulating the proliferation,invasion,migration,and apoptosis of acute myeloid leukemia(AML)cells by targeting the microRNA-497-5p/heat shock protein 8(miR-497-5p/HSPA8)axis.Methods:HL-60 cells were divided into the normal con-trol,si-NC,si-GABPB1-AS1,si-GABPB1-AS1+NC,and si-GABPB1-AS1+miR-497-5p inhibitor groups.Quantitative real time polymerase chain re-action(RT-qPCR)was used to detect the expression levels of LncRNA GABPB1-AS1,miR-497-5p,and HSPA8.Double luciferase reporter gene assay was used to verify the targeting relationship between LncRNA GABPB1-AS1,miR-497-5p,and HSPA8;MTT was used to detect cell viab-ility;while 5-ethynyl-2'-deoxyuridine(EdU)was used to detect proliferation.Transwell chamber experiments were used to detect invasion and migration while flow cytometry was used to detect apoptosis.Western blot was used to detect the levels of proliferating cell nuclear an-tigen(PCNA),HSPA8,metastasis-associated proteins(MTA2),homolog of yeast Atg6(Beclin-1),and Caspase-3 proteins.A mouse trans-planted tumor model was established to verify the effect of LncRNA GABPB1-AS1 on the growth of AML transplanted tumors.Results:Com-pared to human bone marrow monocytes,LncRNA GABPB1-AS1 was highly expressed[(1.29±0.10),(1.58±0.12),(2.02±0.17),(3.17±0.24)vs.(1.02±0.07)]while miR-497-5p was lowly expressed[(0.94±0.07),(0.75±0.03),(0.57±0.03),(0.25±0.01)vs.(1.05±0.09)]in different AML cells(THP-1,NB4,U-937,and HL-60,respectively).The HL-60 cell line was selected for functional verification experiments since LncRNA GABPB1-AS1 expression was highest in the HL-60 cells.Knockdown of LncRNA GABPB1-AS1 reduced HL-60 cell viability,the EdU positive rate,cell in-vasion and migration,the expression of HSPA8 mRNA,and HSPA8,PCNA,and MTA2 protein contents.It increased the apoptosis rate,and the expression of miR-497-5p,Caspase-3 and Beclin-1 protein(P<0.05).miR-497-5p had a targeting relationship with LncRNA GABPB1-AS1 and HSPA8;inhibiting the expression of miR-497-5p reversed the inhibitory effect of LncRNA GABPB1-AS1 knockdown on the malignant bio-logical behavior of HL-60 cells.Meanwhile,inhibiting the expression of LncRNA GABPB1-AS1 constrained the growth of transplanted tumors.Conclusions:Knockdown of LncRNA GABPB1-AS1 inhibits the progression of AML cells,which may be related to the upregulation of miR-497-5p expression and downregulation of HSPA8 expression.
8.Clinical relevance of distolingual roots and periodontal status in mandibular first molars:a cross-sectional study employing CBCT analysis
MAO FEIFEI ; WANG MENG ; ZHOU SHUAI ; ZHAO YAN ; HUANG JIAPING ; YIN FENGYING ; YANG HAIPING ; DING PEI-HUI
Journal of Zhejiang University. Science. B 2024;25(3):244-253,中插11
Objectives:Distolingual root of the permanent mandibular first molar(PMFM-DLR)has been frequently reported,which may complicate the treatment of periodontitis.This study aimed to assess the morphological features of PMFM-DLR and investigate the correlation between the morphological features of PMFM-DLR and periodontal status in patients with Eastern Chinese ethnic background.Materials and methods:A total of 836 cone beam computed tomography(CBCT)images with 1497 mandibular first molars were analyzed to observe the prevalence of PMFM-DLR at the patients and tooth levels in Eastern China.Among them,complete periodontal charts were available for 69 Chinese patients with 103 teeth.Correlation and regression analyses were used to evaluate the correlation between the morphological features of DLR,bone loss,and periodontal clinical parameters,including clinical attachment loss(CAL),probing pocket depth(PPD),gingival recession(GR),and furcation involvement(FI).Results:The patient-level prevalence and tooth-level prevalence of DLR in mandibular first molars were 29.4%and 26.3%,respectively.Multiple linear regression analysis suggested that bone loss at the lingual site and CAL were negatively affected by the angle of separation between distolingual and mesial roots in the transverse section,while they were significantly influenced by age and the angle of separation between distobuccal and mesial roots in the coronal section.Conclusions:The prevalence of PMFM-DLR in Eastern China was relatively high in our cohort.The morphological features of DLR were correlated with the periodontal status of mandibular first molars.This study provides critical information on the morphological features of DLR for improved diagnosis and treatment options of mandibular molars with DLR.
9.The removal of three kinds of occlusal veneers by Er: Yag laser.
Jianyu ZHU ; Feifei HONG ; Lianghang HE ; Wei WEN ; Xianlin LEI ; Zhisheng ZHANG ; Lu YIN
West China Journal of Stomatology 2023;41(5):568-572
OBJECTIVES:
This study aimed to remove occlusal veneers of varied thicknesses and compositions by Er:Yag laser in vitro and analyze the interfacial microstructure between veneers and tooth that irradiated by laser, by which experimental evidence could be provided to support the non-invasive removal of occlusal veneerby laser.
METHODS:
Fresh mandibular premolars extracted for orthodontic requirements were collected for tooth preparation. Three kinds of ceramic materials (Vita Suprinity, Vita Mark Ⅱ, and Upcera Hyramic) were selected to fabricate occlusal veneer with different thicknesses (1.0, 1.5, and 2.0 mm). One week later, Er:Yag laser (2.5 W and 3.5 W) was used to irradiate and remove the occlusal veneer and recorded the timespan. After the removal operation, the micro-morphologies of samples were examined by scanning electron microscope.
RESULTS:
Upcera Hyramic veneer failed to be removed (>20 min); the operation span at 2.5 W, Vita Suprinity (96.0 s±16.0 s) was longer than Vita MarkⅡ(84.5 s±19.5 s) in the 1.0 mm group (P<0.05), and Vita Suprinity (246.5 s±13.5 s) was longer than Vita MarkⅡ(170.0 s±14.0 s) in the 1.5 mm group (P<0.05). At 3.5 W, Vita Suprinity (381.0 s±24.0 s) was longer than Vita MarkⅡ(341.5 s±26.5 s) in the 2.0 mm group.
CONCLUSIONS
Increasing laser power could shorten the operation span and facilitate the removal of occlusal veneers with the same thickness and composition. The occlusal veneer was sustained when insufficient laser power was applied. With the same laser power and ceramic thickness, laser penetration could interfere with the integral of the ceramic structure when the laser interacted with the bonding layer. With the same ceramic composition and laser power, the operation span and laser power increased with the thickness of the occlusal veneer. However, the laser was incapable of removing occlusal resin veneer directly.
Lasers, Solid-State
;
Materials Testing
;
Dental Porcelain/chemistry*
;
Ceramics/chemistry*
;
Bicuspid
;
Dental Veneers
10.Aureane-type sesquiterpene tetraketides as a novel class of immunomodulators with interleukin-17A inhibitory activity.
Xin TANG ; Chuanxi WANG ; Lei WANG ; Feifei REN ; Runqiao KUANG ; Zhenhua LI ; Xue HAN ; Yiming CHEN ; Guodong CHEN ; Xiuqing WU ; Jie LIU ; Hengwen YANG ; Xingzhong LIU ; Chen WANG ; Hao GAO ; Zhinan YIN
Acta Pharmaceutica Sinica B 2023;13(9):3930-3944
Interleukin (IL)-17A, a pro-inflammatory cytokine, is a fundamental function in the onset and advancement of multiple immune diseases. To uncover the primary compounds with IL-17A inhibitory activity, a large-scale screening of the library of traditional Chinese medicine constituents and microbial secondary metabolites was conducted using splenic cells from IL-17A-GFP reporter mice cultured under Th17-priming conditions. Our results indicated that some aureane-type sesquiterpene tetraketides isolated from a wetland mud-derived fungus, Myrothecium gramineum, showed remarkable IL-17A inhibitory activity. Nine new aureane-type sesquiterpene tetraketides, myrogramins A-I ( 1, 4- 11), and two known ones ( 2 and 3) were isolated and identified from the strain. Compounds 1, 3, 4, 10, and 11 exhibited significant IL-17A inhibitory activity. Among them, compound 3, with a high fermentation yield dose-dependently inhibited the generation of IL-17A and suppressed glycolysis in splenic cells under Th17-priming conditions. Strikingly, compound 3 suppressed immunopathology in both IL-17A-mediated animal models of experimental autoimmune encephalomyelitis and pulmonary hypertension. Our results revealed that aureane-type sesquiterpene tetraketides are a novel class of immunomodulators with IL-17A inhibitory activity, and hold great promise applications in treating IL-17A-mediated immune diseases.


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