1.Predictive value of fine motor deficits for mild cognitive impairment in the elderly based on machine learning
Yejing ZHAO ; Yanyan ZHAO ; Jie ZHANG ; Han CUI ; Ji SHEN ; Ying YUAN ; Hong SHI ; Jing LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):705-711
Objective To explore the characteristics of fine motor deficits in the elderly individuals with MCI due to AD through a new wearable inertial motion capture device,and then construct a prediction model for MCI.Methods A total of 260 elderly subjects were recruited in community from November,2022 to April,2023,and based on diagnosis,they were divided into a MCI group(134 cases)and a control group(126 cases).A new wearable inertial motion capture device,which was self-designed and developed based on MEMS inertial sensor,was used to capture the fine mo-tor movements of the hands,and the obtained data were analyzed with a computerized assessment system to make the quantitative evaluation of fine motor.LASSO learning algorithm and logistic regression analysis were employed to identify the predictive factors for MCI,and then a nomo-gram was constructed based on these factors.ROC curve was plotted to evaluate the predictive ability of the model by calculating its AUC value.DC A,CIC,and Bootstrap method were applied to evaluate and validate the clinical utility and stability of the model.Results The total score of MoCA(22.18±2.84 vs 27.60±1.10)and scores of the dimensions were significantly lower in the MCI group than the control group(all P<0.01).In the five digital assessment tasks,the MCI group showed obviously poorer fine motor performance of both hands than the control group(P<0.05,P<0.01).ROC curve analysis showed that the AUC value of our nomogram model in predicting MCI was 0.762(95%CI:0.705-0.819).DCA,CIC,and Bootstrap methods demonstra-ted good and relatively stable discrimination,calibration,and clinical applicability of the model.Conclusion MEMS inertial sensor motion capture technology can make digital evaluation of fine motor.For the elderly,fine motor deficits are significantly associated with risk for MCI.Our no-mogram model based on fine motion parameters shows good predictive efficacy in assessing the risk of MCI.
2.Phosphatidylethanolamine promotes macrophage senescence and liver injury by activating endoplasmic reticulum stress
Longchuan HAN ; Yue LI ; Zhihui ZOU ; Jing LUO ; Ruoyi LI ; Yingting ZHANG ; Xinxin TANG ; Lihong TIAN ; Yuheng LU ; Ying HUANG ; Ming HE ; Yinkun FU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(6):693-704
Objective·To investigate the effects and molecular mechanisms of phosphatidylethanolamine(PE)on macrophage senescence and its senescence-associated secretory phenotype(SASP),as well as its pathophysiological role in liver injury.Methods·A macrophage senescence model was established using doxorubicin(DOX),followed by PE treatment.A mouse liver injury model was generated via intraperitoneal co-administration of PE and lipopolysaccharide(LPS)to investigate the effects of PE on liver injury.Senescence markers and SASP factors,including senescence-associated β-galactosidase(SA-β-gal),cell cycle inhibitor p21,tumor necrosis factor-α(TNF-α),and interleukin-6(IL-6),were evaluated using SA-β-gal staining,quantitative real-time PCR,and Western blotting.RNA sequencing(RNA-seq)was performed,followed by Gene Ontology(GO)cellular component enrichment analysis,Kyoto Encyclopedia of Genes and Genomes(KEGG)enrichment analysis,Gene Set Variation Analysis(GSVA),and Gene Set Enrichment Analysis(GSEA),to explore the molecular mechanisms and signaling pathways by which PE promotes macrophage senescence.The expression of endoplasmic reticulum(ER)stress-related proteins,including inositol-requiring enzyme 1 α(IRE1α),spliced X-box binding protein 1(XBP1s),activating transcription factor 6(ATF6),ATF4,and C/EBP homologous protein(CHOP),was analyzed through in vivo and in vitro experiments.Results·PE significantly promoted the expression of senescence markers SA-β-gal,p21,p16 and SASP factors.RNA-seq analysis revealed that ER stress was involved in PE-induced promotion of SASP.Further experiments demonstrated that PE activated the ER stress signaling pathway,promoting macrophage senescence and the expression of SASP factors.In vivo experiments further confirmed that PE exacerbated LPS-induced liver injury in mice through ER stress.Conclusion·PE promotes macrophage senescence and the expression of SASP factors by activating ER stress signaling pathway,thereby aggravating LPS-induced liver injury.
3.A study on the practical effect of critical value management based on the goal and key result approach
Qing GUO ; Jie ZHOU ; Xiaoshuang YU ; Mingyang YANG ; Mengqi HAN ; Xin SONG ; Jing LI ; Jiaoqian YING
Modern Hospital 2025;25(6):865-868
Objective To explore the effectiveness of the OKR method in improving the efficiency of the whole process of critical value management,and to provide new ideas for the implementation of medical quality improvement in other medical insti-tutions.Methods A hospital in Tianjin was selected as the study object,which used the OKR method to reform the management of critical value since January 2024.The core goal of"improving the effectiveness of critical value management"was set,and the goal was broken down into quantitative key results such as"the rate of receiving the critical value system is over 95%"and"the rate of completing the standardised writing of medical records is up to 85%".Results After the reform,several quantitative key results,such as the completion rate of critical care medical record writing,the rate of standardised medical record writing,and the rate of overtime acceptance,were all better than before.Conclusion Through the OKR method to unify the whole hospital's strategic objectives,and the dynamic adjustment of the program based on data review,the hospital's critical value management efficiency has been significantly improved,effectively guaranteeing the safety of patients,and providing new perspectives and methods for the management of critical value in other medical institutions.
4.Analysis of risk factors for high-risk colorectal adenoma:focusing on non-alcoholic fatty liver disease and multiple metabolic abnormalities
Long-yun WU ; Xiao-ling LI ; Zhi-yi HAN ; Qiao-yun XIA ; Jing-yuan XU ; Pei-ying TIAN ; Xiao-lan LU
Fudan University Journal of Medical Sciences 2025;52(2):216-224
Objective To retrospectively analyze the association between metabolic factors and high-risk colorectal adenoma(CRA).Methods The medical records of patients aged 18-75 years who underwent their initial colonoscopy at Karamay Central Hospital of Xinjiang Uygur Autonomous Region from Jul 2000 to Mar 2017 were collected.The comparison between normal colonoscopy(NC)and high-risk CRA patients was conducted using an unpaired t-test,while chi-square test was used for categorical variables.Least absolute shrinkage and selection operator(LASSO)regression and Logistic regression were utilized to analyze the association between metabolic factors and high-risk CRA.Results A total of 1 798 patients meeting the inclusion and exclusion criteria were enrolled and divided into normal colonoscopy(NC)findings group(n=972)and high-risk CRA group(n=826).The high-risk CRA group exhibited significantly lower levels of high-density lipoprotein cholesterol(HDL-C)in comparison to the NC group,while uric acid and fibrosis 4(FIB-4)index levels were significantly higher than those observed in the NC group(all P<0.05).Based on LASSO regression analysis,we identified 12 variables that potentially influence the occurrence of high-risk CRA,including age,gender,smoking history,alcohol consumption history,non-alcoholic fatty liver disease(NAFLD),hypertension,coronary artery disease,hyperglycemia,hypercholesterolemia,low levels of HDL-C,elevated alanine aminotransferase,and elevated gamma-glutamyl transferase.Multivariate analysis revealed that individuals aged over 50 years,male gender,cigarette and alcohol consumption,low HDL-C levels,history of NAFLD and hypertension were identified as independent risk factors associated with high-risk CRA(P<0.05).In addition,without or with adjusting for age,sex,smoking,and drinking history,patients with a high TG/HDL-C ratio(the ratio≥2.68)had a significantly higher risk of high-risk CRA than those with a low TG/HDL-C ratio(the ratio<2.68)[odds ratios(ORs)were1.430 and 1.235 respectively,all P<0.05)].Without or with adjusting variables,the ORs for NAFLD patients with FIB-4 index>2.67 were 1.849(P=0.466)and 1.435(P=0.707),respectively.Conclusion A significant association exists between metabolic factors and high-risk CRA.Independent risk factors for high-risk CRA include older age(≥50 years),male,smoking history,alcohol consumption history,low levels of HDL-C,and a history of NAFLD and hypertension.Individuals exhibiting a TG/HDL-C ratio exceeding 2.68 manifest a significantly heightened susceptibility to the development of high-risk CRA.Therefore,elderly males with one or more aforementioned metabolic abnormalities should be considered a priority population for colorectal screening.
5.Predictive value of fine motor deficits for mild cognitive impairment in the elderly based on machine learning
Yejing ZHAO ; Yanyan ZHAO ; Jie ZHANG ; Han CUI ; Ji SHEN ; Ying YUAN ; Hong SHI ; Jing LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):705-711
Objective To explore the characteristics of fine motor deficits in the elderly individuals with MCI due to AD through a new wearable inertial motion capture device,and then construct a prediction model for MCI.Methods A total of 260 elderly subjects were recruited in community from November,2022 to April,2023,and based on diagnosis,they were divided into a MCI group(134 cases)and a control group(126 cases).A new wearable inertial motion capture device,which was self-designed and developed based on MEMS inertial sensor,was used to capture the fine mo-tor movements of the hands,and the obtained data were analyzed with a computerized assessment system to make the quantitative evaluation of fine motor.LASSO learning algorithm and logistic regression analysis were employed to identify the predictive factors for MCI,and then a nomo-gram was constructed based on these factors.ROC curve was plotted to evaluate the predictive ability of the model by calculating its AUC value.DC A,CIC,and Bootstrap method were applied to evaluate and validate the clinical utility and stability of the model.Results The total score of MoCA(22.18±2.84 vs 27.60±1.10)and scores of the dimensions were significantly lower in the MCI group than the control group(all P<0.01).In the five digital assessment tasks,the MCI group showed obviously poorer fine motor performance of both hands than the control group(P<0.05,P<0.01).ROC curve analysis showed that the AUC value of our nomogram model in predicting MCI was 0.762(95%CI:0.705-0.819).DCA,CIC,and Bootstrap methods demonstra-ted good and relatively stable discrimination,calibration,and clinical applicability of the model.Conclusion MEMS inertial sensor motion capture technology can make digital evaluation of fine motor.For the elderly,fine motor deficits are significantly associated with risk for MCI.Our no-mogram model based on fine motion parameters shows good predictive efficacy in assessing the risk of MCI.
6.A study on the practical effect of critical value management based on the goal and key result approach
Qing GUO ; Jie ZHOU ; Xiaoshuang YU ; Mingyang YANG ; Mengqi HAN ; Xin SONG ; Jing LI ; Jiaoqian YING
Modern Hospital 2025;25(6):865-868
Objective To explore the effectiveness of the OKR method in improving the efficiency of the whole process of critical value management,and to provide new ideas for the implementation of medical quality improvement in other medical insti-tutions.Methods A hospital in Tianjin was selected as the study object,which used the OKR method to reform the management of critical value since January 2024.The core goal of"improving the effectiveness of critical value management"was set,and the goal was broken down into quantitative key results such as"the rate of receiving the critical value system is over 95%"and"the rate of completing the standardised writing of medical records is up to 85%".Results After the reform,several quantitative key results,such as the completion rate of critical care medical record writing,the rate of standardised medical record writing,and the rate of overtime acceptance,were all better than before.Conclusion Through the OKR method to unify the whole hospital's strategic objectives,and the dynamic adjustment of the program based on data review,the hospital's critical value management efficiency has been significantly improved,effectively guaranteeing the safety of patients,and providing new perspectives and methods for the management of critical value in other medical institutions.
7.Analysis of risk factors for high-risk colorectal adenoma:focusing on non-alcoholic fatty liver disease and multiple metabolic abnormalities
Long-yun WU ; Xiao-ling LI ; Zhi-yi HAN ; Qiao-yun XIA ; Jing-yuan XU ; Pei-ying TIAN ; Xiao-lan LU
Fudan University Journal of Medical Sciences 2025;52(2):216-224
Objective To retrospectively analyze the association between metabolic factors and high-risk colorectal adenoma(CRA).Methods The medical records of patients aged 18-75 years who underwent their initial colonoscopy at Karamay Central Hospital of Xinjiang Uygur Autonomous Region from Jul 2000 to Mar 2017 were collected.The comparison between normal colonoscopy(NC)and high-risk CRA patients was conducted using an unpaired t-test,while chi-square test was used for categorical variables.Least absolute shrinkage and selection operator(LASSO)regression and Logistic regression were utilized to analyze the association between metabolic factors and high-risk CRA.Results A total of 1 798 patients meeting the inclusion and exclusion criteria were enrolled and divided into normal colonoscopy(NC)findings group(n=972)and high-risk CRA group(n=826).The high-risk CRA group exhibited significantly lower levels of high-density lipoprotein cholesterol(HDL-C)in comparison to the NC group,while uric acid and fibrosis 4(FIB-4)index levels were significantly higher than those observed in the NC group(all P<0.05).Based on LASSO regression analysis,we identified 12 variables that potentially influence the occurrence of high-risk CRA,including age,gender,smoking history,alcohol consumption history,non-alcoholic fatty liver disease(NAFLD),hypertension,coronary artery disease,hyperglycemia,hypercholesterolemia,low levels of HDL-C,elevated alanine aminotransferase,and elevated gamma-glutamyl transferase.Multivariate analysis revealed that individuals aged over 50 years,male gender,cigarette and alcohol consumption,low HDL-C levels,history of NAFLD and hypertension were identified as independent risk factors associated with high-risk CRA(P<0.05).In addition,without or with adjusting for age,sex,smoking,and drinking history,patients with a high TG/HDL-C ratio(the ratio≥2.68)had a significantly higher risk of high-risk CRA than those with a low TG/HDL-C ratio(the ratio<2.68)[odds ratios(ORs)were1.430 and 1.235 respectively,all P<0.05)].Without or with adjusting variables,the ORs for NAFLD patients with FIB-4 index>2.67 were 1.849(P=0.466)and 1.435(P=0.707),respectively.Conclusion A significant association exists between metabolic factors and high-risk CRA.Independent risk factors for high-risk CRA include older age(≥50 years),male,smoking history,alcohol consumption history,low levels of HDL-C,and a history of NAFLD and hypertension.Individuals exhibiting a TG/HDL-C ratio exceeding 2.68 manifest a significantly heightened susceptibility to the development of high-risk CRA.Therefore,elderly males with one or more aforementioned metabolic abnormalities should be considered a priority population for colorectal screening.
8.The Problems and Solutions in the Design and Record of TCM Clinical Research Case Report Form
Fang HAN ; Kegang CAO ; Ying GAO ; Baoli LIU ; Tiantian ZHOU ; Jing HU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(2):533-538
Case report form(CRF)is an important tool to obtain clinical research data.Scientifically designed and properly recorded CRF is of great significance to improve the quality of clinical research.The author summarized the common problems existing in the design and recording of CRF in traditional Chinese medicine(TCM)clinical studies,including:①Delayed design time point.②Unstandardized CRF design,recording and modification.③Imperfect records of combined medication/therapy.④Insufficient quantification of syndrome efficacy indicators and objectification of tongue and pulse.⑤ Insufficient protection of subjects' privacy.⑥ Unstandardized records of adverse events.Accordingly,this paper discusses some solutions to provide reference for other TCM researchers,including:①Advance CRF design time.②Standardize CRF design,recording and modification.③Design drug combinations/therapies according to Clinical Data Acquisition Standards Harmonization(CDASH).④Standardization of syndrome and tongue and pulse.⑤Use of subject identification codes to protect privacy.⑥AE records should vary from study to study.
9.Comparison of the Application Effects of Different Novel Secretagogues(Linaclotide,Procalcitonin)on Adult Constipation Predominant Irritable Bowel Syndrome
Jing-zhe WANG ; Xiao-xia LU ; Pei WANG ; Jing-ying HAN ; Ji-gang ZHANG
Progress in Modern Biomedicine 2025;25(14):2308-2314
Objective:To compare the efficacy of linaclotide and procalcitide in the treatment of adult constipation IBS-C.Methods:A retrospective study was conducted on 80 IBS-C patients admitted from May 2021 to May 2024.All patients were treated with novel secretagogues,and were divided into four groups according to the different treatment methods:linarotinib group and Pucanapide group,with 40 patients in each group.The clinical efficacy of oral administration of 290 μg of Nallotide capsules and 3 mg of Pucanapeptide in the Linalotide group and Pucanapeptide group was compared after one month of continuous treatment.The scores of IBS-C symptoms related to stool frequency,stool characteristics,upper abdominal pain,early satiety,and bloating were evaluated before and Post-treatment.Enzyme linked immunosorbent assay(ELISA)was used to detect the levels of vasoactive intestinal peptide(VIP),substance P(SP),5-hydroxytryptamine(5-HT),motilin,and gastrin IBS-C related serum markers in feces.The 16s rDNA fluorescence quantitative polymerase chain reaction method was used to detect Escherichia coli and lactate in feces.Compare the incidence of adverse reactions between the two groups based on the levels of Bacillus and Bifidobacterium.Results:There was no difference in the total effective rate between linagliptin group and Pucanotide group(P>0.05);Post-treatment,the fecal frequency scores of the linaclotide group and the procalcitonin group were higher than pretherapy,while the fecal characteristics,upper abdominal pain,early satiety,and fullness scores were lower than pretherapy(P<0.05).There was no difference in the fecal frequency,fecal characteristics,early satiety,and fullness scores between the linaclotide group and the procalcitonin group(P>0.05),and the upper abdominal pain score of the linaclotide group was lower than that of the procalcitonin group(P<0.05);Post-treatment,VIP,SP,5-HT,motilin and gastrin levels in linagliptin group and Pucanotide group were all lower than that pretherapy(P<0.05),and there was no significant difference between linagliptin group and Pucanotide group(P>0.05);Post-treatment,the levels of Escherichia coli in the linaclotide group and the procaine group were lower than pretherapy,while the numbers of Lactobacilli and Bifidobacteria were higher than pretherapy(P<0.05).There was no difference between the linaclotide group and the procaine group(P>0.05);There was no difference in the incidence of headache,bloating/abdominal pain between the linaclotide group and the procaine group(P>0.05),and the incidence of diarrhea in the procaine group was lower than that in the linaclotide group(P<0.05).Conclusion:Linalotide and Pucanatide have similar therapeutic effects in treating adult IBS-C,both of which can improve patients' clinical symptoms,serum biomarker levels,and intestinal microbiota structure.However,Linalotide has a better effect on improving abdominal pain,while Pucanatide can reduce the risk of diarrhea.Therefore,the clinical application of different new secretagogue drugs can be determined based on individualized symptoms and diarrhea risk of patients.
10.Comparison of the Application Effects of Different Novel Secretagogues(Linaclotide,Procalcitonin)on Adult Constipation Predominant Irritable Bowel Syndrome
Jing-zhe WANG ; Xiao-xia LU ; Pei WANG ; Jing-ying HAN ; Ji-gang ZHANG
Progress in Modern Biomedicine 2025;25(14):2308-2314
Objective:To compare the efficacy of linaclotide and procalcitide in the treatment of adult constipation IBS-C.Methods:A retrospective study was conducted on 80 IBS-C patients admitted from May 2021 to May 2024.All patients were treated with novel secretagogues,and were divided into four groups according to the different treatment methods:linarotinib group and Pucanapide group,with 40 patients in each group.The clinical efficacy of oral administration of 290 μg of Nallotide capsules and 3 mg of Pucanapeptide in the Linalotide group and Pucanapeptide group was compared after one month of continuous treatment.The scores of IBS-C symptoms related to stool frequency,stool characteristics,upper abdominal pain,early satiety,and bloating were evaluated before and Post-treatment.Enzyme linked immunosorbent assay(ELISA)was used to detect the levels of vasoactive intestinal peptide(VIP),substance P(SP),5-hydroxytryptamine(5-HT),motilin,and gastrin IBS-C related serum markers in feces.The 16s rDNA fluorescence quantitative polymerase chain reaction method was used to detect Escherichia coli and lactate in feces.Compare the incidence of adverse reactions between the two groups based on the levels of Bacillus and Bifidobacterium.Results:There was no difference in the total effective rate between linagliptin group and Pucanotide group(P>0.05);Post-treatment,the fecal frequency scores of the linaclotide group and the procalcitonin group were higher than pretherapy,while the fecal characteristics,upper abdominal pain,early satiety,and fullness scores were lower than pretherapy(P<0.05).There was no difference in the fecal frequency,fecal characteristics,early satiety,and fullness scores between the linaclotide group and the procalcitonin group(P>0.05),and the upper abdominal pain score of the linaclotide group was lower than that of the procalcitonin group(P<0.05);Post-treatment,VIP,SP,5-HT,motilin and gastrin levels in linagliptin group and Pucanotide group were all lower than that pretherapy(P<0.05),and there was no significant difference between linagliptin group and Pucanotide group(P>0.05);Post-treatment,the levels of Escherichia coli in the linaclotide group and the procaine group were lower than pretherapy,while the numbers of Lactobacilli and Bifidobacteria were higher than pretherapy(P<0.05).There was no difference between the linaclotide group and the procaine group(P>0.05);There was no difference in the incidence of headache,bloating/abdominal pain between the linaclotide group and the procaine group(P>0.05),and the incidence of diarrhea in the procaine group was lower than that in the linaclotide group(P<0.05).Conclusion:Linalotide and Pucanatide have similar therapeutic effects in treating adult IBS-C,both of which can improve patients' clinical symptoms,serum biomarker levels,and intestinal microbiota structure.However,Linalotide has a better effect on improving abdominal pain,while Pucanatide can reduce the risk of diarrhea.Therefore,the clinical application of different new secretagogue drugs can be determined based on individualized symptoms and diarrhea risk of patients.

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