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.The risk prediction value of Gd-EOB-MRI and contrast-enhanced ultrasound liver imaging reporting and data system classification for hepatocellular carcinoma in high-risk populations
Jie SHI ; Yafei WU ; Ying LIANG ; Zhanling DING ; Junjie LIU ; Danke SU ; Shengfa ZHAO
Journal of Practical Radiology 2025;41(9):1503-1507
Objective To explore the risk prediction value of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid enhanced magnetic resonance imaging(Gd-EOB-MRI)liver imaging reporting and data system version 2018(LI-RADS v2018)with contrast-enhanced ultrasound(CEUS)LI-RADS version 2017(LI-RADS v2017)in high-risk patients with hepatocellular carcinoma(HCC).Methods The clinical and imaging data of 122 high-risk patients for HCC(with a total of 134 liver lesions)who underwent both Gd-EOB-MRI and CEUS examination at the same time and obtained pathological results within one month were retrospectively col-lected.The nodules were classified according to the CT/MRI LI-RADS v2018 and CEUS LI-RADS v2017 criteria,and the LI-RADS classification results of the two imaging methods were subjected to Cohen's Kappa test.Using pathological results as the gold stand-ard,the diagnostic efficacy of LI-RADS v2018 and LI-RADS v2017 with LR-5 as the standard for HCC was calculated separately.Results The overall consistency between the Gd-EOB-MRI LI-RADS v2018 and CEUS LI-RADS v2017 classification standards was good(Kappa=0.691,P<0.001).Using LR-5 as the standard for diagnosing HCC,the sensitivity of Gd-EOB-MRI and CEUS was 84.7%and 81.2%,the specificity was 79.6%and 73.5%,the positive predictive value was 87.8%and 84.1%,the negative predictive value was 75.0%and 69.2%,and the accuracy was 82.8%and 78.4%,respectively.There was no statistically significant difference in the diagnostic efficacy of the diagnosis of HCC by LR-5 between the two imaging methods(P>0.05).Conclusion The Gd-EOB-MRI LI-RADS v2018 and CEUS LI-RADS v2017 classifica-tion standards show good overall agreement.The diagnostic efficacy of Gd-EOB-MRI for HCC using LR-5 classification is better than that of CEUS.
3.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.
4.A qualitative study on digital-intelligent equipment empowering"generalized"development of traditional Chinese medicine inspection
Chen ZHAO ; Aomeng ZHANG ; Zehui YE ; Jiaying LUO ; Qiang SHI ; Ying YU ; Xiaoyu ZHANG ; Yin JIANG ; Zhicong ZENG ; Fengxia LIN ; Yinghui JIN ; Xue XU ; Xiaowei ZHANG ; Liangzhen YOU ; Yipin FAN ; Dameng YU ; Shaoyang MEN ; Jian DU ; Rui XU ; Ruijin QIU ; Yingjie ZHI ; Zhineng CHEN ; Xuan ZHANG ; Hongcai SHANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(8):1052-1061
Objective This study investigated feasible cases and their significance in promoting the"generalized"development of inspection through digital-intelligent equipment.Methods A qualitative research approach was used,involving interviews conducted between February 2025 and March 2025 with experts in traditional Chinese medicine diagnostics,clinical research methodology,medical engineering integration,and related disciplines,using both online and offline methods.In accordance with the Consolidated Criteria for Reporting Qualitative Research,feasible cases involving the specific application of digital equipment in various parts of observation were collected through item enrichment.The significance of extending observation capabilities via these cases was analyzed,along with the overall implications of integrating digital technologies with traditional inspection method.Results Interviews were completed with 11 experts from domestic universities and research institutes in the fields of traditional Chinese medicine diagnosis,medical engineering integration,and related disciplines.A total of 78 feasible cases of digital-intelligent inspection were identified,along with 69 insights regarding the significance of enhancing the inspection capabilities.These insights were synthesized into two dimensions and 23 holistic meanings.The first dimension is to expand the scope of inspection,including obtaining internal environmental characteristics,observing external environmental characteristics,expanding thermodynamic characteristic data,and crossing time and space.The second dimension is to improve the quality of observation and diagnosis information collection and analysis,including 19 specific meanings,such as standardized collection environment,objective quantification,and refined observation.Conclusion Digital-intelligent equipment plays a significant role in expanding the scope of inspection content and achieving high-quality acquisition and analysis of extensive inspection information.These advancements extend and enrich the capabilities of traditional inspection method in traditional Chinese medicine.
5.Novel Structural Features of Isoflavone Synthase from Medicago truncatula Shed Light on Its Unique Enzymatic Mechanism
Chao SHI ; Zhao-Yang YE ; Fei XU ; Xiang-Ning DU ; Zhang-Xin CHEN ; Ming-Yue GU ; Jie DENG ; Wei WANG ; Liang-Yu LIU ; Mei-Ying WANG ; Xiao-Dong SU ; He-Li LIU ; Ming-Ying SHANG ; Li-Xin HUANG ; Zhen-Zhan CHANG
Chinese Journal of Biochemistry and Molecular Biology 2025;41(8):1204-1213,中插1-中插6
Isoflavones which mainly distributed in leguminous plants have plenty of health benefits.Isoflavone synthase(IFS)is a membrane-associated cytochrome P450 enzyme(CYP450)which carries out the unique aryl-ring migration and hydroxylation.So far,few crystal structures of plant P450s have been obtained.We determined the crystal structure of IFS from Medicago truncatula at 1.9 ? by MAD method using a selenomethionine substituted crystal and conducted molecular docking and mutagenesis study.The structure of IFS complexed with imidazole exhibits the helix Ⅰa-loop-helix Ⅰβ motif which cor-responds to helix Ⅰ of other P450s.Compared with structures of common P450s,IFS/imidazole structure contains an extra domain,i.e.,the γ-domain.The structure reveals a homodimer in which the γ-domain of one molecule interacts with the β-domain of another.The plane of heme group makes an angle of ap-proximately 40° with the helix Ⅰa-loop-helix Ⅰβ motif.Molecular docking combined with mutagenesis study suggested that Trp-128 and Asp-300 might play important roles in substrate binding and recogni-tion.Phe-301,Ser-303 and Gly-305 from the helix Ⅰa-loop-helix Ⅰβ motif may play important roles in the aryl-ring migration.These novel structural features reveal insights into the unique reaction mechanism of IFS and provide a basis for engineering IFS in leguminous crops for health purpose.
6.Novel Structural Features of Isoflavone Synthase from Medicago truncatula Shed Light on Its Unique Enzymatic Mechanism
Chao SHI ; Zhao-Yang YE ; Fei XU ; Xiang-Ning DU ; Zhang-Xin CHEN ; Ming-Yue GU ; Jie DENG ; Wei WANG ; Liang-Yu LIU ; Mei-Ying WANG ; Xiao-Dong SU ; He-Li LIU ; Ming-Ying SHANG ; Li-Xin HUANG ; Zhen-Zhan CHANG
Chinese Journal of Biochemistry and Molecular Biology 2025;41(8):1204-1213,中插1-中插6
Isoflavones which mainly distributed in leguminous plants have plenty of health benefits.Isoflavone synthase(IFS)is a membrane-associated cytochrome P450 enzyme(CYP450)which carries out the unique aryl-ring migration and hydroxylation.So far,few crystal structures of plant P450s have been obtained.We determined the crystal structure of IFS from Medicago truncatula at 1.9 ? by MAD method using a selenomethionine substituted crystal and conducted molecular docking and mutagenesis study.The structure of IFS complexed with imidazole exhibits the helix Ⅰa-loop-helix Ⅰβ motif which cor-responds to helix Ⅰ of other P450s.Compared with structures of common P450s,IFS/imidazole structure contains an extra domain,i.e.,the γ-domain.The structure reveals a homodimer in which the γ-domain of one molecule interacts with the β-domain of another.The plane of heme group makes an angle of ap-proximately 40° with the helix Ⅰa-loop-helix Ⅰβ motif.Molecular docking combined with mutagenesis study suggested that Trp-128 and Asp-300 might play important roles in substrate binding and recogni-tion.Phe-301,Ser-303 and Gly-305 from the helix Ⅰa-loop-helix Ⅰβ motif may play important roles in the aryl-ring migration.These novel structural features reveal insights into the unique reaction mechanism of IFS and provide a basis for engineering IFS in leguminous crops for health purpose.
7.AcoStream thrombus aspiration catheter for treating intermediate-high risk acute pulmonary embolism
Shuanglin LU ; Minjie JI ; Wen ZHAO ; Yongdong HUANG ; Haihui SHI ; Ying LIU ; Jian MAO
Chinese Journal of Interventional Imaging and Therapy 2025;22(1):2-5
Objective To observe the value of AcoStream thrombus aspiration catheter for treating intermediate-high risk acute pulmonary embolism(APE).Methods Twenty-six patients with intermediate-high risk APE who underwent treatment with AcoStream thrombus aspiration catheter were retrospectively collected.The immediate technical success rate,procedure success rate and thrombus clearance rate of target vessels were recorded,as well as clinical success rate and complications in perioperative period and the recurrence of pulmonary embolism(PE)during follow-up.Results Among 26 patients with intermediate-high risk APE,the immediate technical success rate was 100%(26/26),the procedure success rate was 92.31%(24/26),and the immediate thrombus clearance rate of target vessels was 63.37%as median,including 16 cases(16/26,61.54%)achieved thrombus clearance rate grade Ⅱ or above.The perioperative period clinical success rate of treating intermediate-high risk APE was 96.15%(25/26).Two patients experienced transient arrhythmia and other 2 patients experienced worsening transient chest tightness during the procedure,and 1 case developed hematoma at the puncture site after treatment.During follow-up,no recurrence of symptomatic PE was observed.Conclusion AcoStream thrombus aspiration catheter was safe and effective for treating intermediate-high risk APE,worthy clinical promotion and application.
8.The risk prediction value of Gd-EOB-MRI and contrast-enhanced ultrasound liver imaging reporting and data system classification for hepatocellular carcinoma in high-risk populations
Jie SHI ; Yafei WU ; Ying LIANG ; Zhanling DING ; Junjie LIU ; Danke SU ; Shengfa ZHAO
Journal of Practical Radiology 2025;41(9):1503-1507
Objective To explore the risk prediction value of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid enhanced magnetic resonance imaging(Gd-EOB-MRI)liver imaging reporting and data system version 2018(LI-RADS v2018)with contrast-enhanced ultrasound(CEUS)LI-RADS version 2017(LI-RADS v2017)in high-risk patients with hepatocellular carcinoma(HCC).Methods The clinical and imaging data of 122 high-risk patients for HCC(with a total of 134 liver lesions)who underwent both Gd-EOB-MRI and CEUS examination at the same time and obtained pathological results within one month were retrospectively col-lected.The nodules were classified according to the CT/MRI LI-RADS v2018 and CEUS LI-RADS v2017 criteria,and the LI-RADS classification results of the two imaging methods were subjected to Cohen's Kappa test.Using pathological results as the gold stand-ard,the diagnostic efficacy of LI-RADS v2018 and LI-RADS v2017 with LR-5 as the standard for HCC was calculated separately.Results The overall consistency between the Gd-EOB-MRI LI-RADS v2018 and CEUS LI-RADS v2017 classification standards was good(Kappa=0.691,P<0.001).Using LR-5 as the standard for diagnosing HCC,the sensitivity of Gd-EOB-MRI and CEUS was 84.7%and 81.2%,the specificity was 79.6%and 73.5%,the positive predictive value was 87.8%and 84.1%,the negative predictive value was 75.0%and 69.2%,and the accuracy was 82.8%and 78.4%,respectively.There was no statistically significant difference in the diagnostic efficacy of the diagnosis of HCC by LR-5 between the two imaging methods(P>0.05).Conclusion The Gd-EOB-MRI LI-RADS v2018 and CEUS LI-RADS v2017 classifica-tion standards show good overall agreement.The diagnostic efficacy of Gd-EOB-MRI for HCC using LR-5 classification is better than that of CEUS.
9.Bufotaline Enhances the Sensitivity of Pancreatic Cancer Cells to Adriamycin Treatment by Inhibiting DNA Damage Repair
Ming-Wen YIN ; Shu-Ting HAN ; Jiao XUE ; Jun-Jie MIAO ; Shi-Ying ZHAO ; Ze YU ; Jing JIN
Chinese Journal of Biochemistry and Molecular Biology 2025;41(10):1410-1420
Pancreatic cancer has emerged as one of the most challenging malignancies worldwide,with its high resistance to chemotherapy being the primary cause of treatment failure.Therefore,enhancing the chemosensitivity of pancreatic cancer has become a major focus of current research.In this study,we in-vestigated how Bufotaline,a bufadienolide extracted from the traditional Chinese medicine toad venom,exhibits its antitumor activity.Specifically,we explored the potential of Bufotaline to enhance the chemo-sensitivity of pancreatic cancer cells to Adriamycin and elucidated its underlying molecular mechanisms.Using CCK-8 and colony formation assays,we demonstrated that Bufotaline enhances the inhibitory effect of Adriamycin on the survival of pancreatic cancer cell lines Patu-8988T,Aspc-1,and Patu-8988S.No-tably,Bufotaline treatment reduced the IC50 of Adriamycin in drug-resistant pancreatic cancer cells to lev-els comparable to those in non-resistant cells.Results from Western blot,immunofluorescence,comet as-say,and TUNEL assays revealed that Bufotaline promotes Adriamycin-induced DNA damage in pancreatic cancer cells.RNA-seq analysis of Patu-8988T cells treated with Adriamycin alone or in combination with Bufotaline showed significant changes in gene expression,and qRT-PCR analysis further confirmed that Bu-fotaline downregulates the expression of DNA damage repair proteins NBS1 and RAD50.Moreover,Western blot analysis revealed that Bufotaline reduces the levels of DNA damage response repair proteins,and Im-munofluorescence experiments indicated that Bufotaline inhibits the activation of the ATM/CHK2 signaling pathway.Finally,in a subcutaneous xenograft mouse model,the combination of Adriamycin and Bufotaline treatment significantly suppressed pancreatic cancer cell growth.In conclusion,Bufotaline enhances Adria-mycin-induced chemosensitivity in pancreatic cancer cells;the combination of Adriamycin and Bufotaline downregulates the expression of DNA damage response repair proteins NBS1 and RAD50,and inhibits the ATM/CHK2-mediated DDR signaling pathway,thereby delaying DNA damage repair.
10.Clinicopathologic characteristics,gene mutation profile,and prognostic analysis of patients with adrenal diffuse large B-cell lymphoma
Jiayin HE ; Siyuan CHEN ; Qing SHI ; Muchen ZHANG ; Hongmei YI ; Lei DONG ; Ying QIAN ; Li WANG ; Shu CHENG ; Pengpeng XU ; Weili ZHAO
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(9):1194-1201
Objective·To analyze the clinicopathologic characteristics,gene mutation profile,and prognostic factors of patients with adrenal diffuse large B-cell lymphoma(DLBCL).Methods·From March 2002 to December 2022,a total of 105 patients with adrenal DLBCL admitted to Ruijin Hospital,Shanghai Jiao Tong University School of Medicine were retrospectively analyzed for their clinicopathological data,survival outcomes,and prognostic factors.Patients'gene mutation profiles were evaluated by targeted sequencing of 152 lymphoma-related genes.Results·The median age of the patients was 62(15?82)years and the male-to-female ratio was 2.3∶1.Among them,63 patients(60.0%)were over 60 years old,22 patients(21.0%)had an Eastern Cooperative Oncology Group(ECOG)performance status of two or higher,87 patients(82.9%)were staged Ann Arbor Ⅲ?Ⅳ,92 patients(87.6%)had elevated serum lactate dehydrogenase(LDH)levels(above the upper limit of reference),84 patients(80.0%)had extranodal invasion in at least two organs,67 patients(63.8%)were of non-germinal center B-cell(non-GCB)origin,and 95 patients(90.5%)had an international prognosis index(IPI)scored over 2.With a median follow-up of 28.3(0.7?191.9)months,the estimated 2-year overall survival(OS)rate and progression-free survival(PFS)rate were 68.3%and 53.1%,respectively.The estimated 5-year OS rate and PFS rate were 52.6%and 44.0%,respectively.Among 93 patients who could be evaluated for clinical outcomes,62(66.7%)got a complete response(CR).Univariate analysis and multivariate Cox analysis revealed that age over 60 years was an adverse prognostic factor for PFS,and ECOG performance status of two or higher was an adverse prognostic factor for both OS and PFS.Targeted gene sequencing in 46 adrenal diffuse DLBCL patients showed high mutation frequencies in lysine methyltransferase 2D(KMT2D;n=17,37%),Pim-1 proto-oncogene,serine/threonine kinase(PIM1;n=17,37%),MYD88 innate immune signal transduction adaptor(MYD88;n=15,33%),CD79b molecule(CD79B;n=13,28%),and BTG anti-proliferation factor 2(BTG2;n=10,22%).Conclusion·Age over 60 years is an adverse prognostic factor for PFS,and ECOG performance status of two or higher is an adverse prognostic factor for both OS and PFS in patients with adrenal DLBCL.Patients exhibited high frequencies of KMT2D,PIM1,MYD88,CD79B,and BTG2 mutations,as well as an increased proportion of the MCD-like subtype.

Result Analysis
Print
Save
E-mail