1.Risk of chronic kidney disease in the population aged 60 and above with hypertension and diabetes in Nanjing based on LASSO-logistic regression model
Yucheng HUANG ; Caihong HU ; Huiqing XU ; Ruikang CHEN ; Guofeng AO ; Zhiyong WANG
Journal of Public Health and Preventive Medicine 2026;37(1):98-102
Objective To construct a prediction model for the population with hypertension and diabetes to assess the risk of chronic kidney disease (CKD), and to provide a scientific basis for formulating targeted CKD prevention and control measures. Methods Based on physical examination data from community residents aged 60 years and above in Nanjing in 2022, 10 221 patients with hypertension and diabetes were selected as the study subjects. Variables associated with CKD prevalence were screened using univariate analysis, and further variable selection was performed using LASSO regression. Finally, a CKD risk prediction model was constructed based on logistic regression. The model's performance was evaluated using the ROC curve and calibration curve. Results The prevalence rate of CKD in the study population was 22.71%, with a mean age of 71.66 years. LASSO regression identified seven variables associated with CKD: age, blood urea nitrogen (BUN), hemoglobin, uric acid, triglyceride-glucose (TyG) index, urine protein-to-creatinine ratio (UPCR), and medical insurance type. The final logistic regression model incorporated six variables: age [OR=1.067 (95% CI: 1.058-1.076)], BUN [OR=1.377 (95% CI: 1.338-1.418)], hemoglobin [OR=0.992 (95% CI: 0.989-0.995)], uric acid [OR=1.004 (95% CI: 1.003-1.004)], TyG index [OR=1.445 (95% CI: 1.324-1.577)], and self-payment medical insurance [OR=1.732 (95% CI: 1.542-1.945)]. The model had an AUC of 0.759 (95% CI: 0.747-0.770) and a Brier score of 0.140 (95% CI: 0.136-0.145), indicating good predictive performance. The calibration curve showed good agreement between the predicted risk and the observed value. Conclusion The constructed LASSO-logistic regression risk prediction model in this study can effectively assess the risk of CKD in elderly individuals aged 60 years and above with hypertension and diabetes, providing a basis for early identification of high-risk individuals and the formulation of targeted CKD prevention and control measures.
2.Construction of An Automated Segmentation Visual Foundation Model for Pathological Images of Hemorrhoids and Its Application in Traditional Chinese Medicine Clinical Syndrome Analysis
Shijie ZHANG ; Ao ZHANG ; Kang WANG ; Bin KANG ; Xiaofan YU ; Xujing FENG ; Jinyu CAO ; Wenzhen HUANG ; Kang DING
Journal of Traditional Chinese Medicine 2026;67(7):764-769
This paper proposes a two-stage method integrating visual foundation models (VFM) and diffusion models. The segment anything model (SAM) as VFM is combined with the SegRefiner diffusion model to construct the SAM-SegRefiner framework for automated segmentation of edema, inflammation, and thrombus regions in histopathological images of hemorrhoidal tissue, providing a reproducible technical tool for the objective quantification of pathological morphology and its application in traditional Chinese medicine (TCM) syndrome research. Trained and validated on multi-center retrospective data, the SAM-SegRefiner model achieved an average pixel accuracy of 95.32% and a mean intersection over union (mIoU) of 66.81% on an independent test set, significantly outperfor-ming comparative models such as U-Net, MixU-Net, and SAM-Med2D, and also demonstrating robust cross-center generalization capability. Furthermore, by correlating the quantitatively segmented results from the model with the patients' TCM syndrome types, the potential associations between pathomorphological features and TCM syndrome differentiation have been explored. The analysis revealed no statistically significant differences in the degree of inflammatory infiltration and thrombus formation among different syndrome types, suggesting a complex relationship between local pathological changes and systemic syndrome manifestations.
3.Research advances in IP3R calcium ion channels and respiratory system-related diseases
Xinyun XIE ; Yan HUANG ; Ao DANG ; Rong HUA ; Jiachun ZHANG ; Zhao YANG
Chongqing Medicine 2025;54(3):770-774
The pathogenesis of respiratory diseases such as chronic obstructive pulmonary disease(COPD),asthma,and pulmonary hypertension remains incompletely understood.However,accumulating evi-dence suggests that calcium ion channels play a critical role in these disorders.As a key second messenger,cal-cium ions regulates diverse physiological and pathological processes.Studies indicate that calcium ion homeo-stasis,including their concentration and distribution and spatial distribution is mediated primarily through ino-sitol 1,4,5-trisphosphate receptor(IP3R)channel.Disruption of this homeostasis may contribute to the devel-opment of COPD,asthma,and other respiratory diseases.Nevertheless,the role of IP3R channels in respirato-ry diseases require further investigation.
4.Ziwuliuzhu acupuncture modulates Glu/GABA‑Gln metabolic loop abnormalities in insomniac rats.
Jiarong XU ; Ao HUANG ; Zhikai DING ; Yu BAO ; Canghuan ZHAO ; Wenzhi CAI
Journal of Southern Medical University 2025;45(8):1616-1624
OBJECTIVES:
To investigate the therapeutic effect of Ziwuliuzhu acupuncture in a rat model of insomnia and its regulatory effect on the glutamic acid (Glu)/γ-aminobutyric acid (GABA)-glutamine (Gln) metabolic loop.
METHODS:
Forty male SD rats were randomly assigned to control group, model group, Najia group and Nazi group (n=10). In the latter 3 groups, rat models of insomnia were established by intraperitoneal injections of p-chlorophenylalanine and verified using a sodium pentobarbital-induced sleep test. After modeling, the rats in Najia and Nazi groups received acupuncture for 7 days at specifically chosen sets of acupoints based on the Ziwuliuzhu rationale in traditional Chinese medicine. Pathological changes in the hypothalamic tissue of the rats were examined with HE staining, and the levels of Glu and GABA in the hypothalamus were determined with high-performance liquid chromatography (HPLC)-mass spectrometry (MS)/MS. Immunohistochemistry was used to detect the expressions of GABAA receptors (GABAARs) in the hypothalamus, and the expression levels of glutamate decarboxylase (GAD65/67) and glutamine synthetase (GS) were determined with Western blotting.
RESULTS:
Compared with the model group, the rats in Najia and Nazi groups exhibited decreased Glu levels and GABAA receptor expression and increased GABA levels with a decreased Glu/GABA ratio in the hypothalamus. Ziwuliuzhu acupuncture significantly increased the protein expressions of GAD65 and GAD67 and lowered the expression of GS in the hypothalamus in the rat models of insomnia.
CONCLUSIONS
Ziwuliuzhu acupuncture produces sedative and hypnotic effects in rat models of insomnia possibly by regulating Glu and GABA-Gln metabolism to restore the excitatory/inhibitory balance between Glu and GABA.
Animals
;
Rats, Sprague-Dawley
;
Male
;
Rats
;
gamma-Aminobutyric Acid/metabolism*
;
Sleep Initiation and Maintenance Disorders/therapy*
;
Glutamine/metabolism*
;
Glutamic Acid/metabolism*
;
Acupuncture Therapy
;
Hypothalamus/metabolism*
;
Receptors, GABA-A/metabolism*
;
Acupuncture Points
5.Research Progress of Dual-Specificity Phosphatase in Diabetic Nephropathy
Xiaonian WANG ; Qi AO ; Hai HUANG ; Caihua LIE
Medical Journal of Peking Union Medical College Hospital 2025;16(3):730-738
Diabetic nephropathy(DN), a prevalent microvascular complication of diabetes, has emerged as a leading cause of end-stage renal disease worldwide. Recent studies on the dual-specific phosphatase (DUSP) family have revealed a significant reduction in DUSP expression levels in renal disease, suggesting that enhancing its expression may mitigate or alleviate the symptoms associated with renal disease. The primary function of DUSP is to mediate the dephosphorylation of mitogen-activated protein kinase (MAPK), which effectively inhibits the activation of the MAPK pathway, thus playing a crucial regulatory role in the onset and progression of DN. This article aims to investigate the correlation between DN and DUSP and to summarize the current research advancements concerning DUSP in the context of DN, providing new insights and essential theoretical foundations for its diagnosis and treatment.
6.The role of PGC-1α mediated mitochondrial biosynthesis in the protection of AMPK agonist against hepatic ischemia-reperfusion injury
Yu Ao ; Xuyang Zhang ; Dan Tang ; Gongwei Liu ; Dan Huang ; Zhifang Cai
Acta Universitatis Medicinalis Anhui 2025;60(7):1194-1203
Objective:
To investigate the role and mechanism of PGC-1 α-mediated mitochondrial biosynthesis in AMP-activated protein kinase (AMPK) agonist anti-hepatic ischemia-reperfusion injury (HIRI) .
Methods :
SD rats were randomly divided into Control group,HIRI group,HIRI + AICAR group,HIRI + SR-18292 group and HIRI + AICAR + SR-18292 group,with 8 rats in each group.The rats were intraperitoneally injected with AICAR (500 mg / kg) or SR-18292 (32 mg / kg) before operation,and then the HIRI model was established by non-invasive vascular clamp clamping method.The samples were taken 24 hours after reperfusion.The contents of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) in serum and the levels of malondialdehyde (MDA) ,superoxide dis- mutase (SOD) and adenosine triphosphate (ATP) in liver tissue were detected.HE staining was used to observe the pathological changes of liver tissue.The level of reactive oxygen species (ROS) and the changes of mitochondri- al membrane potential in liver tissue were detected by fluorescence probe.The copy number of mitochondrial DNA (mtDNA) and the mitochondrial biosynthesis-related genes PGC-1 α, NRF1,TFAM,UQCRC2 and other mRNA ex- pression levels were detected by qRT-PCR. Western blot was used to detect the protein expression levels of AMPKα, p-AMPKα , mTOR , p-mTOR , PGC-1α and TFAM in liver tissue.
Results :
Compared with the control group,the levels of ALT and AST in serum and MDA and ROS in liver tissue of rats in HIRI group increased,while the levels of SOD and ATP decreased ( all P <0. 05) .At the same time,the mtDNA copy number,mitochondrial membrane potential and the mRNA expression levels of PGC-1α , NRF1,TFAM,and UQCRC2 in liver tissues de- creased,and the protein ratio of p-AMPKα/AMPKα and the protein expression levels of PGC-1α and TFAM de- creased.The ratio of p-mTOR/ mTOR protein increased (both P<0. 05) .Compared with HIRI group,the levels of ALT and AST in serum and MDA and ROS in liver tissue of rats in HIRI + AICAR group decreased,while the levels of SOD and ATP increased ( all P <0. 05) .At the same time,the mtDNA copy number,mitochondrial membrane potential and the mRNA expression levels of PGC-1α , NRF1,TFAM,and UQCRC2 in liver tissue increased,and the protein ratio of p-AMPKα/AMPKα and the protein expression levels of PGC-1α and TFAM increased.The ratio of p-mTOR/ mTOR protein decreased (both P<0. 05) .However,combined with SR-18292 intervention,the protective effect of AICAR on liver tissue of HIRI rats was significantly reversed.
Conclusion
PGC-1α mediated mitochondri- al biosynthesis is involved in the regulation of AMPK agonist-mediated protective effect of HIRI,and its mechanism may be related to the activation of AMPK/ mTOR signaling pathway.
7.The relationship among sleep quality, fatigue and work-related musculoskeletal disorders in firefighters
Xu JIN ; Wenchu HUANG ; Long′ao YANG ; Yun WANG ; Lei CAO ; Lihua HE
China Occupational Medicine 2025;52(5):496-502
Objective To explore the relationship among sleep quality, fatigue and work-related musculoskeletal disorders (WMSDs) in firefighters, and to examine the mediating effect of fatigue between sleep quality and the risk of WMSDs. Methods A total of 271 firefighters from three prefecture-level cities in Jiangsu Province were selected as the study subjects by a convenient sampling method. The Chinese Musculoskeletal Disorders Questionnaire, Pittsburgh Sleep Quality Index (PSQI), and Fatigue Scale-14 were used to assess WMSDs, sleep quality and fatigue status among the study subjects. The effect of sleep quality and fatigue on WMSDs was analyzed, as well as the mediating role of fatigue between sleep quality and the risk of WMSDs. Results The annual prevalence of WMSDs among the firefighters was 68.6%. The firefighters who had poor and very poor sleep quality accounted for 36.2% and 7.7%, respectively. There were 88.6% of firefighters reported fatigue. The total scores of PSQI and fatigue of firefighters in WMSDs group were higher than those in non-WMSDs group (all P<0.01). Binary logistic regression analysis showed that the higher the total score of PSQI, the worse the sleep quality, and the higher the risk of WMSDs in firefighters (all P<0.01). The higher the total score of fatigue, the higher the risk of WMSDs (P<0.01), and the risk of WMSDs in the fatigue group was higher than that in the non-fatigue group among the firefighters (P<0.01). The direct effect of sleep quality on WMSDs in firefighters was 0.028 [95% confidence interval (CI): 0.012-0.050, P<0.01], and its indirect effect on WMSDs mediated by fatigue was 0.027 (95%CI: 0.018-0.040, P<0.01). Fatigue played a mediating role in sleep quality and WMSDs, with the mediating ratio of 0.491 (95%CI: 0.304-0.740, P<0.01). Conclusion Poor sleep quality and fatigue are related to an increased risk of WMSDs in firefighters in a dose-response manner. Fatigue plays a mediating role between sleep quality and the risk of WMSDs.
8.Ziwuliuzhu acupuncture modulates Glu/GABA-Gln metabolic loop abnormalities in insomniac rats
Jiarong XU ; Ao HUANG ; Zhikai DING ; Yu BAO ; Canghuan ZHAO ; Wenzhi CAI
Journal of Southern Medical University 2025;45(8):1616-1624
Objective To investigate the therapeutic effect of Ziwuliuzhu acupuncture in a rat model of insomnia and its regulatory effect on the glutamic acid(Glu)/γ-aminobutyric acid(GABA)-glutamine(Gln)metabolic loop.Methods Forty male SD rats were randomly assigned to control group,model group,Najia group and Nazi group(n=10).In the latter 3 groups,rat models of insomnia were established by intraperitoneal injections of p-chlorophenylalanine and verified using a sodium pentobarbital-induced sleep test.After modeling,the rats in Najia and Nazi groups received acupuncture for 7 days at specifically chosen sets of acupoints based on the Ziwuliuzhu rationale in traditional Chinese medicine.Pathological changes in the hypothalamic tissue of the rats were examined with HE staining,and the levels of Glu and GABA in the hypothalamus were determined with high-performance liquid chromatography(HPLC)-mass spectrometry(MS)/MS.Immunohistochemistry was used to detect the expressions of GABAA receptors(GABAARs)in the hypothalamus,and the expression levels of glutamate decarboxylase(GAD65/67)and glutamine synthetase(GS)were determined with Western blotting.Results Compared with the model group,the rats in Najia and Nazi groups exhibited decreased Glu levels and GABAA receptor expression and increased GABA levels with a decreased Glu/GABA ratio in the hypothalamus.Ziwuliuzhu acupuncture significantly increased the protein expressions of GAD65 and GAD67 and lowered the expression of GS in the hypothalamus in the rat models of insomnia.Conclusion Ziwuliuzhu acupuncture produces sedative and hypnotic effects in rat models of insomnia possibly by regulating Glu and GABA-Gln metabolism to restore the excitatory/inhibitory balance between Glu and GABA.
9.Quality inspection of ultrasound soft tissue cutting hemostatic equipment
Jing HUANG ; Qi-di SUN ; Ao-wen DUAN ; Li XU ; Heng-yu LONG ; Hai-jiang ZHU ; He-hua ZHANG
Chinese Medical Equipment Journal 2025;46(10):49-53
Objective To carry out quality inspection of the ultrasound soft tissue cutting hemostatic equipment to ensure its safety and effectiveness.Methods Five brands of ultrasound soft tissue cutting hemostatic equipment were selected and noted as test equipment A,test equipment B,test equipment C,test equipment D and test equipment E,which underwent quality inspection in terms of tip main amplitude,tip lateral amplitude,tip vibration frequency,excitation frequency,static electrical power and contact current based on YY/T 0644-2008 Ultrasonics-surgical systems—Measurement and declaration of the basic output characteristics,YY/T 1750-2020 Ultrasonic surgical equipmetn for soft tissue excision and hemostasia and GB 9706.1-2020 Medical electrical equipment—Part 1:General requirements for basic safety and essential performance.Results The test data of the five brands in terms of tip main amplitude,tip lateral amplitude,tip vibration frequency,excitation frequency,static electrical power and contact current met the technical requirements of YY/T 0644-2008,YY/T 1750-2020,GB 9706.1-2020.Conclusion The quality inspection of the ultrasound soft tissue cutting hemostatic equipment contributes to enhancing the accuracy and stability of the equipment and decreasing the risk during its clinical application.[Chinese Medical Equipment Journal,2025,46(10):49-53]
10.Effects of visual impairment and its restoration on electroencephalogram during walking in aged females.
Mingxin AO ; Hongshi HUANG ; Xuemin LI ; Yingfang AO
Chinese Medical Journal 2025;138(6):738-744
BACKGROUND:
Visual input significantly influences cerebral activity related to locomotor navigation, although the underlying mechanism remains unclear. This study aimed to analyze the effects of chronic visual impairment and its rehabilitation on sensorimotor integration during level walking in patients with age-related cataract.
METHODS:
This prospective case series enrolled 14 female patients (68.4 ± 4.7 years) with age-related cataract, scheduled for consecutive cataract surgeries at the Department of Ophthalmology in Peking University Third Hospital from June 2019 to June 2020. Electroencephalogram (EEG) signals during level walking were recorded using a portable EEG system before and 4 weeks after visual restoration. Walking speed was assessed using the Footscan system. Spectral power of the theta and alpha bands was analyzed with repeated-measures analysis of variance, with Assignment (rest and walking), Phase (preoperative and postoperative), and Electrode sites (F3, Fz, F4, O1, and O2) as within-subject factors.
RESULTS:
Compared to the visual impairment state, theta band power significantly decreased after visual restoration (13.16 ± 1.58 μV 2vs. 23.65 ± 3.48 μV 2 , P = 0.018). Theta activity was notably reduced during walking (17.24 ± 2.43 μV 2vs. 37.86 ± 6.62 μV 2 , P = 0.017), while theta power at rest was not significantly different between the two phases (9.44 ± 1.24 μV 2vs. 9.08 ± 1.74 μV 2 , P = 0.864). Changes in walking speed were correlated with alterations in theta power at electrode sites of O1 ( r = -0.574, P = 0.032) and O2 ( r = -0.648, P = 0.012). Alpha band power remained stable during walking and was unaffected by visual status.
CONCLUSIONS
Chronic visual impairment from age-related cataract triggers enhanced cerebral activation of sensorimotor integration to compensate for visual decline during locomotion. This cerebral over-activation is effectively alleviated by visual restoration.
Humans
;
Female
;
Walking/physiology*
;
Aged
;
Electroencephalography/methods*
;
Prospective Studies
;
Middle Aged
;
Cataract/physiopathology*
;
Vision Disorders/physiopathology*


Result Analysis
Print
Save
E-mail