BACKGROUND: Gluconeogenesis is a critical metabolic pathway for maintaining glucose homeostasis, and its dysregulation can lead to glycometabolic disorders. This study aimed to identify hub biomarkers of these disorders to provide a theoretical foundation for enhancing diagnosis and treatment. METHODS: Gene expression profiles from liver tissues of three well-characterized gluconeogenesis mouse models were analyzed to identify commonly differentially expressed genes (DEGs). Weighted gene co-expression network analysis (WGCNA), machine learning techniques, and diagnostic tests on transcriptome data from publicly available datasets of type 2 diabetes mellitus (T2DM) patients were employed to assess the clinical relevance of these DEGs. Subsequently, we identified hub biomarkers associated with gluconeogenesis-related glycometabolic disorders, investigated potential correlations with immune cell types, and validated expression using quantitative polymerase chain reaction in the mouse models. RESULTS: Only a few common DEGs were observed in gluconeogenesis-related glycometabolic disorders across different contributing factors. However, these DEGs were consistently associated with cytokine regulation and oxidative stress (OS). Enrichment analysis highlighted significant alterations in terms related to cytokines and OS. Importantly, osteomodulin ( OMD ), apolipoprotein A4 ( APOA4 ), and insulin like growth factor binding protein 6 ( IGFBP6 ) were identified with potential clinical significance in T2DM patients. These genes demonstrated robust diagnostic performance in T2DM cohorts and were positively correlated with resting dendritic cells. CONCLUSIONS Gluconeogenesis-related glycometabolic disorders exhibit considerable heterogeneity, yet changes in cytokine regulation and OS are universally present. OMD , APOA4 , and IGFBP6  may serve as hub biomarkers for gluconeogenesis-related glycometabolic disorders.
Machine Learning ; Humans ; Computational Biology/methods* ; Biomarkers/metabolism* ; Diabetes Mellitus, Type 2/genetics* ; Animals ; Mice ; Gluconeogenesis/physiology* ; Gene Expression Profiling ; Transcriptome/genetics* ; Gene Regulatory Networks/genetics* ; Clinical Relevance

Objective:To identify the relevant factors for the first-course remission of acute myeloid leukemia (AML) and to develop a predictive model as well as assess its predictive capability.Methods:Clinical data of 749 patients newly diagnosed with AML admitted to the Department of Hematology, the First Affiliated Hospital, Zhejiang University, School of Medicine from January 1, 2019, to April 30, 2023, were collected and randomly divided into training and validation sets. Multivariate logistic regression analysis was conducted to determine variables associated with complete remission in the first course of induction therapy, and a predictive model was established based on these variables. The receiver operating characteristic (ROC) curve of the predictive model was plotted, and the area under the curve (AUC) was calculated.Results:The indicators predicting the first remission course included peripheral blood white blood cell count during onset, CBF::MYH11 fusion gene, CEBPA bZIP region mutation, myelodysplastic syndrome-related gene mutation, and induction chemotherapy regimen selection as independent factors for the first remission course. The model’s area under the training and validation curves was 0.738 (95% CI: 0.696-0.780) and 0.726 (95% CI: 0.650-0.801), respectively. The Hosmer-Lemeshow test results yielded P-values of 0.993 and 0.335, respectively. Conclusion:In this study, the developed model demonstrates a strong predictive capability for the efficacy of the first course of patients with AML, providing valuable guidance to clinicians in assessing patient prognosis and selecting appropriate treatment strategies.

Objective:To establish an HPLC characteristic chromatogram method to simultaneously determine the content of 6 components in Bombyx Batryticatus and its processed products; To provide a scientific means for quality evaluation.Methods:The HPLC analysis was performed on a Waters Xselect HSS T3 column (250 mm×4.6 mm, 5 μm), with a mobile phase consisting of acetonitrile and 5 mmol/L ammonium acetate solution (adjust pH to 4.5 with acetic acid) in gradient mode at a flow rate of 1.0 ml/min. The column temperature was 30 ℃. The detection wavelength was 260 nm. The injection volume was 10 μl. The SIMCA-P 14.0 software was used for cluster analysis and partial least squares discriminant analysis to evaluate the quality of Bombyx Batryticatus and its processed products.Results:Nine common peaks were identified in the HPLC characteristic spectra of Bombyx Batryticatus and its processed products, and seven common peaks were identified. Cluster analysis and partial least squares discriminant analysis can classify Bombyx Batryticatus and its processed products into two groups, with peak 4, peak 2, peak 1, peak 6, and peak 3 as their mass difference markers. Uric Acid, Hypoxanthine, Uridine, Adenine, Guanosine, and Adenosine showed good linearity ( R2≥0.999 9) within 43.95-879.04, 2.05-41.07, 2.35-47.09, 2.02-40.36, 2.32-46.43, 2.32-46.43 μg/ml, respectively. The precision, stability (24 h), repeatability relative standard deviation (RSD) were all <3.00%. The average spiked recoveries were all in the range of 94.57%-102.01%, and the RSDs were all in the range of 0.96%-3.32%. In 15 batches of Bombyx Batryticatus, the content of the above 6 components, was determined to be 11.51, 0.33, 0.38, 0.42, 0.35, 0.36 mg/g in the following order. And in 15 batches of fried Bombyx Batryticatus, the content of components was determined to be 12.06, 0.35, 0.36, 0.18, 0.21, 0.24 mg/g in the following order. Conclusions:The method established in this study is simple, rapid, and repeatable. PLS-DA can distinguish Bombyx Batryticatus and its processed products, which can provide a reference for the quality evaluation of Bombyx Batryticatus and its processed products.

Objective:To investigate the rehabilitation effect of Xingyi Baduanjin training on cardiac function and quality of life in postoperative percutaneous coronary intervention(PCI)patients with coronary heart disease.Method:From September 2017 to January 2021,a total of 119 postoperative PCI patients with coronary heart disease in the Department of Cardiovascular Medicine of the First Medical Center of the General Hospi-tal of the People's Liberation Army(PLA)were selected and randomly divided into the experimental group(n=59)and the control group(n=60).In the control group,a conventional cardiac rehabilitation program was executed,while in the experimental group,a rehabilitation program combining the conventional program with Xingyi Baduanjin training was executed.The treatment time was 6 weeks.Before and after the 6 weeks,the exercise endurance of the two groups was measured by cardiopulmonary exercise test,which mainly observed the changes in peak power,peak oxygen consumption,peak metabolic equivalent,peak oxygen pulse,and peak respiratory exchange rhythm.The Quality of Life Scale Brief Version(QOL-BREF)and the MOS 36-Item Short Form Health Survey(SF-36)were used to assess the quality of life and health status in patients.Result:Peak power,peak oxygen consumption,peak metabolic equivalents,peak oxygen pulse and peak re-spiratory exchange rate were not significantly different between the two groups before treatment(P>0.05).Peak power,peak oxygen consumption,and peak metabolic equivalents in both groups after 6 weeks of treat-ment were significantly higher than before treatment(t>3.141,P<0.05),and the experimental group was signif-icantly higher than the control group(t>2.017,P<0.05).Peak oxygen pulse in the experimental group was sig-nificantly higher than before treatment(t=7.459,P<0.05)and was significantly higher than that in the control group(t=5.866,P<0.05).The respiratory exchange rate was significantly lower than before treatment(t=6.281,P<0.05)and was significantly lower than that in the control group(t=2.686,P<0.05).The QOL-BREF scores were not significantly different between the two groups before treatment(P>0.05).The QOL-BREF scores in both groups after 6 weeks of treatment were significantly higher than before treatment(t>23.620,P<0.05),and the experimental group was significantly higher than the control group(t=12.719,P<0.05).The SF-36 scores were not significantly different between the two groups before treatment(P>0.05).The SF-36 scores in both groups after 6 weeks of treatment were significantly higher than before treatment(t>35.255,P<0.05),and the experimental group was significantly higher than the control group(t=16.075,P<0.05).Conclusion:Xingyi Baduanjin training can effectively enhance exercise endurance,which improves the quality of life and health status in postoperative PCI patients with coronary artery disease,and achieves a good reha-bilitation effect.

Objective:To investigate the rehabilitation effect of Xingyi Baduanjin training on cardiac function and quality of life in postoperative percutaneous coronary intervention(PCI)patients with coronary heart disease.Method:From September 2017 to January 2021,a total of 119 postoperative PCI patients with coronary heart disease in the Department of Cardiovascular Medicine of the First Medical Center of the General Hospi-tal of the People's Liberation Army(PLA)were selected and randomly divided into the experimental group(n=59)and the control group(n=60).In the control group,a conventional cardiac rehabilitation program was executed,while in the experimental group,a rehabilitation program combining the conventional program with Xingyi Baduanjin training was executed.The treatment time was 6 weeks.Before and after the 6 weeks,the exercise endurance of the two groups was measured by cardiopulmonary exercise test,which mainly observed the changes in peak power,peak oxygen consumption,peak metabolic equivalent,peak oxygen pulse,and peak respiratory exchange rhythm.The Quality of Life Scale Brief Version(QOL-BREF)and the MOS 36-Item Short Form Health Survey(SF-36)were used to assess the quality of life and health status in patients.Result:Peak power,peak oxygen consumption,peak metabolic equivalents,peak oxygen pulse and peak re-spiratory exchange rate were not significantly different between the two groups before treatment(P>0.05).Peak power,peak oxygen consumption,and peak metabolic equivalents in both groups after 6 weeks of treat-ment were significantly higher than before treatment(t>3.141,P<0.05),and the experimental group was signif-icantly higher than the control group(t>2.017,P<0.05).Peak oxygen pulse in the experimental group was sig-nificantly higher than before treatment(t=7.459,P<0.05)and was significantly higher than that in the control group(t=5.866,P<0.05).The respiratory exchange rate was significantly lower than before treatment(t=6.281,P<0.05)and was significantly lower than that in the control group(t=2.686,P<0.05).The QOL-BREF scores were not significantly different between the two groups before treatment(P>0.05).The QOL-BREF scores in both groups after 6 weeks of treatment were significantly higher than before treatment(t>23.620,P<0.05),and the experimental group was significantly higher than the control group(t=12.719,P<0.05).The SF-36 scores were not significantly different between the two groups before treatment(P>0.05).The SF-36 scores in both groups after 6 weeks of treatment were significantly higher than before treatment(t>35.255,P<0.05),and the experimental group was significantly higher than the control group(t=16.075,P<0.05).Conclusion:Xingyi Baduanjin training can effectively enhance exercise endurance,which improves the quality of life and health status in postoperative PCI patients with coronary artery disease,and achieves a good reha-bilitation effect.

Objective:To identify the relevant factors for the first-course remission of acute myeloid leukemia (AML) and to develop a predictive model as well as assess its predictive capability.Methods:Clinical data of 749 patients newly diagnosed with AML admitted to the Department of Hematology, the First Affiliated Hospital, Zhejiang University, School of Medicine from January 1, 2019, to April 30, 2023, were collected and randomly divided into training and validation sets. Multivariate logistic regression analysis was conducted to determine variables associated with complete remission in the first course of induction therapy, and a predictive model was established based on these variables. The receiver operating characteristic (ROC) curve of the predictive model was plotted, and the area under the curve (AUC) was calculated.Results:The indicators predicting the first remission course included peripheral blood white blood cell count during onset, CBF::MYH11 fusion gene, CEBPA bZIP region mutation, myelodysplastic syndrome-related gene mutation, and induction chemotherapy regimen selection as independent factors for the first remission course. The model’s area under the training and validation curves was 0.738 (95% CI: 0.696-0.780) and 0.726 (95% CI: 0.650-0.801), respectively. The Hosmer-Lemeshow test results yielded P-values of 0.993 and 0.335, respectively. Conclusion:In this study, the developed model demonstrates a strong predictive capability for the efficacy of the first course of patients with AML, providing valuable guidance to clinicians in assessing patient prognosis and selecting appropriate treatment strategies.

Objective To retrospectively analyze the prevention and control effect and epidemic characteristics of elderly tuberculosis in Hubei Province from 2016 to 2020, and to provide a scientific basis for the prevention and treatment of elderly tuberculosis in Hubei Province． Methods The data on tuberculosis patients aged 60 and above who registered their current address in Hubei Province from 2016 to 2020 were collected and analyzed. The registration rates and composition ratios were analyzed using χ² test and χ² test for trend. Results A total of 135 976 tuberculosis patients were reported in Hubei from 2016 to 2020. The annual average registration rate of elderly tuberculosis among the elderly registered residence population (referring to the registration rate of elderly registered residence population aged 60 and above as the denominator, and tuberculosis patients aged 60 and above as the numerator) was 263.51/100 000. The highest rate was 300.02/100,000 in 2017, and the lowest was 188.19/100,000 in 2020 (χ²=70,227.603, P<0.001). In terms of composition, the average annual proportion of tuberculosis patients in the 60-70 years old group was 59.60%, which decreased year by year (χ²_trend=40.448，P<0.001 ). The average annual proportion of males was 73.35%, which was significantly higher than that of females (26.65%). The average annual proportion of farmers was 62.03%. From the perspective of case management, the annual average proportion of major epidemic online reports was 85.17%. The classification of cases was mainly based on clinical diagnosis, accounting for 48.33% annually and showing a decreasing trend year by year (χ²_trend=740.911, P<0.001). The proportion of confirmed cases was 25.08%, which showed an increasing trend (χ²_trend=380.557, P<0.001). From 2016 to 2019, the delay rate of diagnosis and treatment of elder tuberculosis patients was 49.42% (67 876/135 967), and the delay rate decreased year by year (χ²_trend=323.764, P<0.001). Conclusion The elderly population with pulmonary tuberculosis in Hubei Province shows a downward trend. It is necessary to focus on the efforts of designated hospitals to proactively identify cases, increase the proportion of confirmed cases, maintain a high tracking in place, reduce medical delays, and ensure the effectiveness of tuberculosis prevention and treatment for the elderly.

Objective:To develop a skeleton structure for the flexible manipulator of a robotic system used in natural orifice transluminal endoscopic surgery (NOTES), meeting the performance requirements of surgical actuators.Methods:A flexible manipulator structure and a control strategy for the corresponding structure were designed based on metal braiding technology. Geometric relationship formulas were derived according to the mechanical structure characteristics of the flexible manipulator. A theoretical model was established using the chained beam-constraint-model (CBCM) and mechanical spring theory. The finite element model of the mechanical structure was established, and simulation analysis was performed to verify the accuracy of the theoretical model. The bending stiffness of the metal-braided structure was tested to verify the load capacity of the flexible manipulator.Results:A flexible manipulator structure and a control strategy for the corresponding structure were designed based on metal braiding technology. With proper constraints, the maximum strain of the metal ring as a single stressed unit was about 1.49% when subjected to an axial force of 0.5 N. At this time, the material was in the linear elastic phase and the maximum deformation was about 0.308 9 mm, which was 3.26% higher than the theoretical value. The maximum strain of the manipulator skeleton was about 0.21% in the linear elastic phase. The maximum total deformation was about 7.135 5 mm, which was 6.30% higher than the theoretical value. The flexural stiffness of the manipulator skeleton was calculated to be 3.19 N·mm 2, which was comparable to a flexible manipulator made of shape memory polymers (SMPs) of the same magnitude and size. Conclusions:A skeleton structure for application to NOTES robotic flexible manipulators is developed that meets the support stiffness requirements for performing NOTES surgical tasks.

ObjectTo explore the risk factors related to the intensity of post-stroke depression in patients with cerebral infarction during hospitalization in the rehabilitation department. MethodsThe hospital consultation records of cerebral infarction patients in Beijing Bo'ai Hospital from December, 2019 to February, 2023 were reviewed from the hospital information system, and those who were diagnosed as depression visited the department of psychology were selected. It was collected including general information of sexes, ages, education levels, matrimony; medical features of course, location, affected side, sensory disorders, aphasia, agrypnia, dysphagia, hand-shoulder syndrome, constipation; functioning of muscle strength and Brunnstrom stages; and scores of Mini-Mental State Examination (MMSE), National Institutes of Health Stroke Scale (NIHSS), Fugl-Meyer Assessment (FMA), Fugl-Meyer Assessment-Balance (FMA-B), modified Barthel Index (MBI) and Hamilton Depression Scale (HAMD). Patients with HAMD scores ≤ 20 were as the low group, and those > 20 were as the high group. ResultA total of 2 403 hospitalized stroke patients were included, out of which 269 patients with cerebral infarction were diagnosed as depression and visited the department of psychology; while 103 cases were in the low group and 166 cases were in the high group. The incidence of constipation was less, and the incidence of dysphagia and shoulder-hand syndrome was higher in the high group (χ² > 5.379, P < 0.05), with weaker strength of iliopsoas muscle and quadriceps muscle, earlier of Brunnstrom stage of lower extremities and hands, and worse scores of NIHSS, MMSE, FMA, FMA-B and MBI (|Z| > 2.020, t > 2.171, P < 0.05). Logistic regression showed that constipation (OR = 0.435), quadriceps muscle strength (OR = 0.782) and dysphagia (OR = 2.602) related to the intensity of post-stroke depression in convalescent patients (P < 0.05). ConclusionPost-stroke dysphagia and poor quadriceps muscle strength may exacerbate post-stroke depression; however, constipation may not.

Objective To explore specific magnetic resonance imaging(MRI)features of somatic symptoms in depression by comparing the differences of brain gray matter volume in depression patients with and without somatic symptoms using voxel-based morphometry(VBM).Methods A total of 52 depression patients were recruited and divided into somatic and no somatic symptoms group according to the patient health questionnaire-15 score(＞9 and≤9,respectively).Forty gender-age-matched healthy volunteers were recruited as the control group.All subjects underwent MRI scanning.Imaging data were analyzed to explore the differences in brain gray matter between groups using VBM.Results Compared with control group,gray matter volume increased in the right superior temporal gyrus,and decreased in the right inferior orbitofrontal gyrus,right inferior temporal gyrus,left inferior orbitofrontal gyrus,and left superior temporal gyrus for depressive patients with somatic symptoms(P＜0.001);gray matter volume increased in the right middle temporal gyrus,and decreased in the right superior temporal gyrus and right inferior temporal gyrus for depressive patients without somatic symptoms(P＜0.001).Only the volume in the right tongue and left cingulate gyrus increased in depressive patients with somatic symptoms compared with that in patients without somatic symptoms(P＜0.01).Conclusion VBM-MRI has demonstrated increased volume in the tongue and cingulate gyrus in the somatic symptoms of depression.