1.Lightweight end-to-end model-based korotkoff sounds phase identification and blood pressure measurement
Zhiyu JIANG ; Wenyi KOU ; Li LI ; Qijun ZHAO ; Yongjun QIAN ; Fan PAN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):248-254
Objective To propose a lightweight end-to-end neural network model for automated Korotkoff sound phase recognition and subsequent blood pressure (BP) measurement, aiming to improve measurement accuracy and population adaptability. Methods We developed a streamlined architecture integrating depthwise separable convolution (DSConv), multi-head attention (MHA), and bidirectional gated recurrent unit (BiGRU). The model directly processes Korotkoff sound time-series signals to identify auscultatory phases. Systolic BP (SBP) and diastolic BP (DBP) were determined using phase Ⅰ and phaseⅤdetections, respectively. Given the clinical relevance of phase Ⅳ for specific populations (e.g., children and pregnant women, denoted as DBPⅣ), BP values from this phase were also recorded.Results The study enrolled 106 volunteers with 70 males and 36 females at mean age of (40.0±12.0) years. The model achieved 94.25% phase recognition accuracy. Measurement errors were (0.1±2.5) mm Hg (SBP), (0.9±3.4) mm Hg (DBPⅣ), and (0.8±2.6) mm Hg (DBP). Conclusion Our method enables precise phase recognition and BP measurement, demonstrating potential for developing population-adaptive blood pressure monitoring systems.
2.Research advances in STING agonist-based antibody-drug conjugates
Jing ZHANG ; Depeng LI ; Bin YU ; Zhiyu LI ; Jinlei BIAN
Journal of China Pharmaceutical University 2026;57(1):19-27
Immune-stimulating antibody drug conjugate (ISAC) can not only effectively solve the defects of stimulator of interferon genes (STING) agonists by coupling antibodies with STING agonists through the targeting of antibodies, but also play a synergistic role with antibodies to further improve the efficacy of STING agonists. This review first provides a concise overview of the current research landscape of ISACs and STING agonists, systematically elaborates on evolving trends in STING agonist development, and subsequently summarizes the mechanistic advances in STING ISAC research. Special emphasis is placed on representative STING ISAC candidates in preclinical/clinical development. Finally, the future directions of STING ISACs are critically discussed with perspectives and recommendations, aiming to provide theoretical insights and practical guidance for future investigations.
3.Mechanism of Huangqin decoction in improving ulcerative colitis based on the gut microbiota-tryptophan metabolism-aryl hydrocarbon receptor axis
Ying CHEN ; Rong XU ; Yao HE ; Ying LI ; Zhiyu ZHANG ; Zhijiu WU
China Pharmacy 2026;37(9):1173-1179
OBJECTIVE To investigate the mechanism of Huangqin decoction in improving ulcerative colitis (UC) through the gut microbiota-tryptophan metabolism-aryl hydrocarbon receptor (AhR) axis. METHODS Mice were randomly divided into normal group (normal saline), model group (normal saline), microbiota depletion-model group (normal saline), microbiota depletion-Huangqin decoction group (9.1 g/kg, by crude drug, similarly hereinafter), Huangqin decoction group and mesalazine group (positive control group, 0.4 g/kg), with 6 mice in each group. Microbiota depletion was achieved by providing free access to a mixed antibiotics for 10 days. The UC model was induced by administering 2.5% dextran sulfate sodium solution for 7 days. After successful modeling, each treatment group received corresponding drugs or normal saline intragastrically once daily for 10 days. After the final administration, body weight change ratio, disease activity index (DAI) score, and colon length were evaluated; colon pathological changes were observed; serum levels of interleukin-6 (IL-6), IL-10, IL-22, and tumor necrosis factor-α (TNF-α) were measured; the expressions of Occludin, zonula occluden-1 (ZO-1), and AhR in colon tissue were detected; fecal samples were subjected to high-throughput sequencing to analyze targeted tryptophan metabolomics. RESULTS Compared with the model group, Huangqin decoction group showed reduced infiltration of inflammatory cells in the colon tissue and restoration of the intestinal mucosal structure. Body weight change ratio, colon length, serum content of IL-10, the expressions of Occludin, ZO-1 and AhR in colon tissue and the contents of tryptophan metabolites indole-3-propionic acid (IPA), N -acetylserotonin (NAS) and indole-3-acetic acid (IAA) were all significantly increased ( P <0.05); DAI score, serum levels of IL-6, TNF-α, and IL-22 and the content of tryptophan metabolite indole-3-ethanol were significantly decreased ( P <0.05); gut microbiota structure was improved, with increased relative abundances of beneficial bacteria such as Lactobacillus , and decreased relative abundances of pathogenic bacteria such as Escherichia-Shigella . However, after antibiotic-induced microbiota depletion, although Huangqin decoction significantly increased the content of NAS in the feces of mice, the expression of AhR protein in colon tissue did not increase concurrently. CONCLUSIONS Huangqin decoction can repair the intestinal mucosal barrier in UC mice by regulating the gut microbiota and promoting the production of IPA and IAA, thereby activating AhR. This suggests that an intact gut microbiota is an important prerequisite for Huangqin decoction to exert its AhR-regulating effects.
4.Impact of metabolic syndrome on perioperative and long-term outcomes after radical resection for perihilar cholangiocarcinoma
Ke MIN ; Zimu LI ; Zhipeng LIU ; Haisu DAI ; Jie BAI ; Yan JIANG ; Zhiyu CHEN
Chinese Journal of General Surgery 2025;34(8):1671-1679
Background and Aims:Perihilar cholangiocarcinoma(pCCA)is associated with poor prognosis.Radical resection remains the mainstay of treatment;however,high recurrence rates and limited overall survival(OS)after surgery.Metabolic syndrome(MetS)has been linked to unfavorable outcomes in various malignancies,but its impact on postoperative outcomes in pCCA is unclear.This study aimed to evaluate the influence of MetS on perioperative and long-term outcomes in patients undergoing radical resection for pCCA.Methods:A retrospective analysis was conducted on 223 patients who underwent radical resection for pCCA at the First Affiliated Hospital of Army Medical University between January 2018 and December 2023.Patients were categorized into a MetS group(n=50)and a non-MetS group(n=173)according to diagnostic criteria.Perioperative complications,overall survival(OS),and recurrence-free survival(RFS)were compared between groups.Prognostic factors were identified using multivariate analysis.Results:No significant differences were observed between the two groups regarding median hospital stay,overall complications,or severe complications(all P>0.05).The 1-,3-,and 5-year OS rates in the MetS group were 62.3%,22.3%,and 0,respectively,compared with 78.2%,39.5%,and 22.0%in the non-MetS group.Corresponding RFS rates were 46.2%,16.9%,and 0 in the MetS group vs.63.8%,29.6%,and 18.8%in the non-MetS group.Median OS and RFS were significantly shorter in the MetS group than in the non-MetS group(15.0 vs.27.0 months;12.0 vs.21.0 months;P=0.021 and P=0.037,respectively).Multivariate analysis identified MetS and major vascular invasion as independent predictors of OS,while MetS,jaundice,R0 resection,and major vascular invasion were independent predictors of RFS(all P<0.05).Conclusion:MetS is significantly associated with worse long-term survival and higher recurrence risk after radical resection for pCCA.Incorporating MetS into preoperative assessment and postoperative management strategies may help improve patient outcomes.
5.Escin promotes pyroptosis in breast cancer cells through ROS/Caspase-1/GSDMD signaling pathway
Zilin DING ; Chenyuan LI ; Zhong WANG ; Zhiyu LI ; Shengrong SUN
Journal of Clinical Surgery 2025;33(3):284-288
Objective To explore the new mechanism of Escin inhibiting the progression of breast cancer cells.Methods Escin treatment groups with different concentrations(0,10,20,30,40μg/ml)were set up,and BC cells were treated with corresponding concentrations of Escin,then CCK8,clonal formation,flow cytometry,transmission electron microscopy and protein immunoblotting were used to evaluate the cell phenotype and possible mechanisms.Control group,Escin group and Escin+VX-765 group were set up,to determine the role of Caspase-1/GSDMD signaling pathway in Escin-induced pyroptosis of BC cells,cells were pretreated with Caspase-1 inhibitor VX-765.The cells in control group,Escin group and Escin+NAC group were pretreated with the reactive oxygen species(ROS)scavher N-Acetylcysteine(NAC),to determine the role of ROS in Escin induced pyroptosis of BC cells.Results Compared with the control group,different concentrations of Escin inhibited the proliferation and colony formation of BC cells in a concentration dependent manner(P<0.05).Compared with the control group,the ROS and pyroptosis rate were increased in Escin-treated group(P<0.05).The protein expression levels of FL-GSDMD and pro-Caspase-1 were significantly decreased in the Escin-treated group,while N-GSDMD,cleaved Caspase-1 and IL-18 protein expression were significantly increased(P<0.05).Compared with the Escin-treated group,the proliferation rate of Escin+VX-765 group was increased(P<0.05),and the expression of pyroptosis protein was decreased(P<0.05).Compared with the Escin-treated group,the proliferation rate of Escin+NAC group was increased(P<0.05),and the ROS,pyroptosis rate and pyroptosis protein expression were decreased(P<0.05).Conclusion The inhibitory effect of Escin on the progression of breast cancer cells may be related to its regulation of ROS/Caspase-1/GSDMD signaling pathway to promote cell pyroptosis.
6.Relationship of HRV parameters with cognitive impairment in elderly patients with ischemic cerebral small vessel disease
Yanrong YANG ; Zhiyu LÜ ; Zheng LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):770-773
Objective To analyze the relationship between heart rate variability(HRV)parameters and cognitive impairment in elderly patients with ischemic cerebral small vessel disease(CSVD).Methods A total of 120 elderly patients with ischemic CSVD admitted in Affiliated Hospital of Southwest Medical University from December 2020 to December 2022 were recruited,and accord-ing to Montreal cognitive assessment(MoCA)score,they were divided into cognitively impaired group(MoCA score<26,n=38)and cognitively normal group(MoCA score≥26,n=82).All pa-tients received dynamic electrocardiography to obtain HRV parameters,including standard devia-tion of R-R interval(SDNN),percentage of the number of pairs of adjacent R-R intervals differing by more than 50 ms(PNN50),power in low frequency range(LF)and power in high frequency range(HF).The relationship between HRV parameters and cognitive impairment was analyzed by Spearman correlation analysis,and the value of HRV parameters in evaluating cognitive impair-ment was explored by ROC curve analysis.Results The cognitively impaired group had signifi-cantly lower SDNN,PNN50,LF and HF than the cognitively normal group(P<0.05,P<0.01).Spearman correlation analysis indicated that SDNN,PNN50,LF and HF were negatively correla-ted with cognitive impairment in elderly patients with ischemic CSVD(r=-0.185,r=-0.720,r=-0.278,r=-0.387;P<0.05).ROC curve analysis manifested that the AUC value,sensitivi-ty and specificity of combination of SDNN,PNN50,LF and HF in evaluating cognitive impair-ment in the patients was 0.972(95%CI:0.949-0.996),94.70%and 89.00%,respectively.The efficiency of combined evaluation was better than that of each indicator alone(P<0.01).Conclusion The HRV parameters are closely associated with cognitive impairment in elderly pa-tients with ischemic CSVD.Early determination of SDNN,PNN50,LF,HF and other HRV pa-rameters can provide reference for the evaluation of cognitive impairment.
7.Analysis of infection status and drug sensitivity of mycoplasma and chlamydia in 2324 patients
Qiaofang WU ; Zhifeng ZHANG ; Jun BAO ; Yue TAO ; Zhiyu LI
China Modern Doctor 2025;63(16):43-46
Objective To analyze the infection and drug resistance of Ureaplasma urealyticum(UU),Mycoplasma hominis(MH)and Chlamydia trachomatis(CT)in 2324 patients,and to provide reference for the prevention and treatment of nongonococcal infections in urogenital tract.Methods A retrospective analysis was conducted on the clinical data of 2324 patients diagnosed and treated at Nanjing Drum Tower Hospital,Affiliated Hospital of Nanjing University Medical School from February 2021 to April 2022.UU and MH were detected by liquid culture method and drug sensitivity tests were carried out,and CT was detected by latex method,and the results were statistically analyzed.Results A total of 1006 positive patients were detected,with a total positive rate of 43.3%.The positive rate in female patients significantly higher than that in male patients(x2=68.888,P<0.001).Among them,the positive detection rates of UU,MH and CT were 40.8%,10.0%and 1.8%respectively.Among patients with single infection,the UU positive detection rate was the highest(31.8%).The positive rate of UU in female patients was significantly higher than that in male patients(x2=70.417,P<0.001).Among patients with mixed infections,the positive detection rate of UU+MH was the highest(8.2%).The age groups with the highest positive rates of UU,MH and CT were 41-50 years old,≤ 20 years old and 21-30 years old respectively.Results of drug sensitivity test showed that mycoplasma were highly sensitive to doxycycline,minocycline and josamycin,with the sensitivity rates of 97.2%,96.9%and 95.4%respectively.Conclusion Young and middle-aged people are the main population with nongonococcal infection in urogenital tract.UU is the main pathogen detected,and the detection rate of female is higher than that of male.According to the drug sensitivity results of mycoplasma,it is suggested to choose doxycycline,minocycline and josamycin for treatment.
8.Application and development direction of finite element method in biomechanical analysis of thoracolumbar fractures of the spine
Kai HE ; Wenhua XING ; Feng LI ; Shengxiang LIU ; Xianming BAI ; Chen ZHOU ; Xu GAO ; Yu QIAO ; Qiang HE ; Zhiyu GAO ; Zhen GUO ; Aruhan BAO ; Chade LI
Chinese Journal of Tissue Engineering Research 2025;29(15):3244-3252
BACKGROUND:The highest incidence of spinal fracture is in the thoracolumbar segment,and its symptoms are back pain,posterior convexity deformity,activity limitation,or with spinal cord nerve injury causing lower limb pain,numbness,and even paraplegia and other complications.The finite element method is a digital computer modeling technique,which can simulate the physical model and carry out force analysis realistically.OBJECTIVE:To review the application of finite element method in thoracolumbar spine fractures.METHODS:We searched the Chinese and English literature databases PubMed,Web of Science,and CNKI for relevant literature on the application of the finite element analysis method in spinal thoracolumbar fracture published before March 2024.The search terms in Chinese and English were:finite element analysis methods,biomechanical phenomena,stress analysis,thoracolumbar fractures,spinal fractures.Finally,55 papers were included.RESULTS AND CONCLUSION:(1)The exploration of thoracolumbar fractures caused by different etiologies(osteoporotic,traumatic,and pathological)through the finite element method is conducive to a deeper understanding of the biomechanics of various types of thoracolumbar fractures,and to improve the individualized and fine-tuned treatment of thoracolumbar fractures.(2)The finite element analysis of a single sample or a small number of samples has the chance,and a larger number of samples are required for the future finite element analysis to reduce the chance caused by the sample.(3)The rigid structure of bones alone cannot meet the biomechanical working conditions of the integrity of the physical object,and future finite element models need to incorporate all the structures of the physical object(e.g.,soft tissues,such as muscles and ligaments)as far as possible.(4)The finite element method has been used in more studies on osteoporotic and traumatic thoracolumbar spine fractures,which will need to be more in-depth in the future,and less in the field of pathologic thoracolumbar fractures,which has a wider scope for future research.
9.Impact of metabolic syndrome on perioperative and long-term outcomes after radical resection for perihilar cholangiocarcinoma
Ke MIN ; Zimu LI ; Zhipeng LIU ; Haisu DAI ; Jie BAI ; Yan JIANG ; Zhiyu CHEN
Chinese Journal of General Surgery 2025;34(8):1671-1679
Background and Aims:Perihilar cholangiocarcinoma(pCCA)is associated with poor prognosis.Radical resection remains the mainstay of treatment;however,high recurrence rates and limited overall survival(OS)after surgery.Metabolic syndrome(MetS)has been linked to unfavorable outcomes in various malignancies,but its impact on postoperative outcomes in pCCA is unclear.This study aimed to evaluate the influence of MetS on perioperative and long-term outcomes in patients undergoing radical resection for pCCA.Methods:A retrospective analysis was conducted on 223 patients who underwent radical resection for pCCA at the First Affiliated Hospital of Army Medical University between January 2018 and December 2023.Patients were categorized into a MetS group(n=50)and a non-MetS group(n=173)according to diagnostic criteria.Perioperative complications,overall survival(OS),and recurrence-free survival(RFS)were compared between groups.Prognostic factors were identified using multivariate analysis.Results:No significant differences were observed between the two groups regarding median hospital stay,overall complications,or severe complications(all P>0.05).The 1-,3-,and 5-year OS rates in the MetS group were 62.3%,22.3%,and 0,respectively,compared with 78.2%,39.5%,and 22.0%in the non-MetS group.Corresponding RFS rates were 46.2%,16.9%,and 0 in the MetS group vs.63.8%,29.6%,and 18.8%in the non-MetS group.Median OS and RFS were significantly shorter in the MetS group than in the non-MetS group(15.0 vs.27.0 months;12.0 vs.21.0 months;P=0.021 and P=0.037,respectively).Multivariate analysis identified MetS and major vascular invasion as independent predictors of OS,while MetS,jaundice,R0 resection,and major vascular invasion were independent predictors of RFS(all P<0.05).Conclusion:MetS is significantly associated with worse long-term survival and higher recurrence risk after radical resection for pCCA.Incorporating MetS into preoperative assessment and postoperative management strategies may help improve patient outcomes.
10.Relationship between preoperative body mass index and severe postoperative complications in patients with hepatolithiasis undergoing liver resection
Rui JIAN ; Chenxi LI ; Zhipeng LIU ; Xueer YANG ; Yule LUO ; Jie BAI ; Yan JIANG ; Yi GONG ; Haisu DAI ; Shuo JIN ; Zhiyu CHEN
Chinese Journal of General Surgery 2025;34(1):79-87
Background and Aims:Body mass index(BMI),an important indicator of nutrition and health,is closely associated with postoperative complications.This study was performed to investigate the relationship between preoperative BMI and severe complications in patients undergoing liver resection for hepatolithiasis,aiming to provide preoperative guidance for clinicians,reduce the risk of postoperative complications,and ensure surgical safety and efficacy.Methods:The clinical data of 484 patients with hepatolithiasis who underwent liver resection between May 2006 and December 2022 at the First Affiliated Hospital of Army Medical University and Beijing Tsinghua Changgung Hospital were retrospectively collected.Patients were classified into low BMI group(≤18.4 kg/m2),normal BMI group(18.5-24.9 kg/m2),and high BMI group(≥25.0 kg/m2)based on preoperative BMI.Baseline characteristics,overall complications,severe complications,and other postoperative outcomes were compared between the normal BMI group and the low group as well as the high BMI group.Risk factors for severe complications after liver resection were analyzed.Results:Among the 484 patients,79(16.3%)were in the low BMI group,328(67.8%)in the normal BMI group,and 77(15.9%)in the high BMI group.The high BMI group had significantly higher ASA score,preoperative albumin level,and proportion of hypertension compared to the normal BMI group(all P<0.05).Baseline characteristics in the low BMI group showed no significant differences compared to the normal BMI group(all P>0.05).The incidence rates of overall complications were not significantly among the three groups(P>0.05).However,the high BMI group had significantly higher incidence rates of severe complications(Clavien-Dindo grade Ⅲ-Ⅳ),postoperative infections,liver failure,and bile leakage compared to the normal BMI group;the low BMI group had significantly higher rates of perioperative blood transfusion,postoperative infections,liver failure,and reoperation compared to the normal BMI group(all P<0.05).Univariate and multivariate Logistic regression analyses identified high BMI and preoperative total bilirubin ≥54 pmol/L as independent risk factors for severe complications after liver resection in patients with hepatolithiasis(both P<0.05).Conclusion:Preoperative BMI is closely associated with the occurrence of complications after liver resection in patients with hepatolithiasis,with high BMI being an independent risk factor for severe complications.To mitigate the risk of severe complications,clinical practice should prioritize monitoring and management of individuals with high BMI and other risk factors

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