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.Diagnosis and treatment of colorectal liver metastases: Chinese expert consensus-based multidisciplinary team (2024 edition).
Wen ZHANG ; Xinyu BI ; Yongkun SUN ; Yuan TANG ; Haizhen LU ; Jun JIANG ; Haitao ZHOU ; Yue HAN ; Min YANG ; Xiao CHEN ; Zhen HUANG ; Weihua LI ; Zhiyu LI ; Yufei LU ; Kun WANG ; Xiaobo YANG ; Jianguo ZHOU ; Wenyu ZHANG ; Muxing LI ; Yefan ZHANG ; Jianjun ZHAO ; Aiping ZHOU ; Jianqiang CAI
Chinese Medical Journal 2025;138(15):1765-1768
5.Dimeric natural product panepocyclinol A inhibits STAT3 via di-covalent modification.
Li LI ; Yuezhou WANG ; Yiqiu WANG ; Xiaoyang LI ; Qihong DENG ; Fei GAO ; Wenhua LIAN ; Yunzhan LI ; Fu GUI ; Yanling WEI ; Su-Jie ZHU ; Cai-Hong YUN ; Lei ZHANG ; Zhiyu HU ; Qingyan XU ; Xiaobing WU ; Lanfen CHEN ; Dawang ZHOU ; Jianming ZHANG ; Fei XIA ; Xianming DENG
Acta Pharmaceutica Sinica B 2025;15(1):409-423
Homo- or heterodimeric compounds that affect dimeric protein function through interaction between monomeric moieties and protein subunits can serve as valuable sources of potent and selective drug candidates. Here, we screened an in-house dimeric natural product collection, and panepocyclinol A (PecA) emerged as a selective and potent STAT3 inhibitor with profound anti-tumor efficacy. Through cross-linking C712/C718 residues in separate STAT3 monomers with two distinct Michael receptors, PecA inhibits STAT3 DNA binding affinity and transcription activity. Molecular dynamics simulation reveals the key conformation changes of STAT3 dimers upon the di-covalent binding with PecA that abolishes its DNA interactions. Furthermore, PecA exhibits high efficacy against anaplastic large T cell lymphoma in vitro and in vivo, especially those with constitutively activated STAT3 or STAT3Y640F. In summary, our study describes a distinct and effective di-covalent modification for the dimeric compound PecA to disrupt STAT3 function.
6.CDH17-targeting CAR-NK cells synergize with CD47 blockade for potent suppression of gastrointestinal cancers.
Liuhai ZHENG ; Youbing DING ; Xiaolong XU ; Huifang WANG ; Guangwei SHI ; Yang LI ; Yuanqiao HE ; Yue GONG ; Xiaodong ZHANG ; Jinxi WEI ; Zhiyu DONG ; Jiexuan LI ; Shanchao ZHAO ; Rui HOU ; Wei ZHANG ; Jigang WANG ; Zhijie LI
Acta Pharmaceutica Sinica B 2025;15(5):2559-2574
Gastrointestinal (GI) cancers are a leading cause of cancer morbidity and mortality worldwide. Despite advances in treatment, cancer relapse remains a significant challenge, necessitating novel therapeutic strategies. In this study, we engineered nanobody-based chimeric antigen receptor (CAR) natural killer (NK) cells targeting cadherin 17 (CDH17) for the treatment of GI tumors. In addition, to enhance the efficacy of CAR-NK cells, we also incorporated CV1, a CD47-SIRPα axis inhibitor, to evaluate the anti-tumor effect of this combination. We found that CDH17-CAR-NK cells effectively eliminated GI cancers cells in a CDH17-dependent manner. CDH17-CAR-NK cells also exhibit potent in vivo anti-tumor effects in cancer cell-derived xenograft and patient-derived xenograft mouse models. Additionally, the anti-tumor activity of CDH17-CAR-NK cells is synergistically enhanced by CD47-signal regulatory protein α (SIRPα) axis inhibitor CV1, likely through augmented macrophages activation and an increase in M1-phenotype macrophages in the tumor microenvironment. Collectively, our findings suggest that CDH17-targeting CAR-NK cells are a promising strategy for GI cancers. The combination of CDH17-CAR-NK cells with CV1 emerges as a potential combinatorial approach to overcome the limitations of CAR-NK therapy. Further investigations are warranted to speed up the clinical translation of these findings.
7.Unraveling the meta-hallmarks between senescent and tumor cells: A new perspective for senolytic drug discovery.
Wei LIU ; Bo FAN ; Te FANG ; Hongyao LI ; Jin ZHANG ; Bo LIU ; Zhiyu LIU
Acta Pharmaceutica Sinica B 2025;15(10):5071-5098
Aging and cancer share overlapping characteristics, referred to as meta-hallmarks, which elucidate the convergent, antagonistic, or contradictory relationships between aging and cancer. Likewise, as a key characteristic of aging, senescent cells share some meta-hallmarks with tumor cells. These hallmarks include apoptosis resistance, metabolic alterations, secretory phenotypes, epigenetic reprogramming, and immune surveillance, all of which play pivotal roles in both tumorigenesis and senescence. Moreover, senolytic drugs, which are a class of agents selectively designed to eliminate senescent cells, have emerged as promising therapeutic agents in oncology and aging-related diseases. Since the discovery of the first senolytic drug in 2015, a diverse array of such agents has been developed. Notably, most senolytic drugs are repurposed from existing anti-tumor therapies, leveraging their shared mechanisms with senescent cells and tumor cells. Thus, this review examines the similarities between senescent cells and tumor cells, providing a better understanding of the meta-hallmarks. Besides, we categorize existing senolytic drugs based upon meta-hallmarks and elucidate the potential molecular mechanisms underlying their effects. By integrating insights from cancer and senescence research, this work aims to inspire innovative strategies for senolytic drug discovery.
8.Microbiome, metabolome, and transcriptome analyses in esophageal squamous cell carcinoma: insights into immune modulation by F. nucleatum.
Xue ZHANG ; Jing HAN ; Yudong WANG ; Li FENG ; Zhisong FAN ; Yu SU ; Wenya SONG ; Lan WANG ; Long WANG ; Hui JIN ; Jiayin LIU ; Dan LI ; Guiying LI ; Yan LIU ; Jing ZUO ; Zhiyu NI
Protein & Cell 2025;16(6):491-496
9.Effect of the multidisciplinary management model on the prognosis of patients with portal hypertension
Changxiang LAI ; Qiyuan TANG ; Zhiyu LI ; Yujin JIANG ; Xuan ZHOU ; Wenjie XIAN ; Ruikun CHEN ; Xiaojuan WU ; Qing HE ; Fang WANG
Journal of Clinical Hepatology 2025;41(10):2068-2074
ObjectiveTo investigate the effect of the multidisciplinary team (MDT) management model in improving the prognosis of patients with cirrhotic portal hypertension. MethodsA total of 86 patients with cirrhotic portal hypertension who were admitted to Shenzhen Third People’s Hospital from May 2022 to July 2024 were enrolled, and according to whether the MDT treatment regimen was implemented, they were divided into execution group with 51 patients and non-execution group with 35 patients. Baseline clinical data were collected, and the patients were observed in terms of gastrointestinal bleeding, hepatic encephalopathy, liver cancer, and death from admission to the end of follow-up (January 2025). The independent-samples t test was used for comparison of normally distributed continuous data between two groups, and the Wilcoxon rank-sum test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test or the Fisher’s exact test was used for comparison of categorical data between groups. The Kaplan-Meier method was used to plot survival curves for the cumulative incidence rates of endpoint events (gastrointestinal bleeding, hepatic encephalopathy, liver cancer, and death), and the Log-rank test was used for comparison between groups. The Cox proportional-hazards regression model analysis was used to investigate the effect of MDT management on the prognosis of patients. ResultsThere were significant differences between the execution group and the non-execution group in diameter of the portal vein (t=1.216, P=0.017) and ascites (χ2=4.515, P=0.034) at baseline. The patients were followed up for 14.6±6.2 months, and the survival curve analysis showed that there was a significant difference in the cumulative incidence rate of gastrointestinal bleeding between the two groups (χ2=4.573, P=0.024), while there were no significant differences in the incidence rates of other outcome events between the two groups (all P>0.05). The Cox regression analysis showed that the execution group had a reduced risk of gastrointestinal bleeding (hazard ratio=0.262, 95% confidence interval: 0.110 — 0.630, P=0.003). ConclusionImplementation of the MDT treatment regimen can significantly reduce the short-term risk of gastrointestinal bleeding in patients with cirrhotic portal hypertension, while its long-term benefits require further follow-up verification.
10.Causal relationships of anxiety,depression and neuroticism with recurrent spontaneous abortion:a Mendelian randomization analysis
Hao YUAN ; Xiao LI ; Zhiyu SUN ; Aiwu WEI
Journal of Army Medical University 2025;47(4):378-384,后插1
Objective To explore the causal relationships of anxiety,depression and neuroticism with recurrent spontaneous abortion(RSA).Methods Genome-wide association study(GWAS)data were used to extract single nucleotide polymorphisms(SNPs)closely related to anxiety,depression and neuroticism as instrumental variables(IVs).Inverse variance weighting(IVW),weighted median estimator(WME),weighted mode(WM)and Mendelian randomization(MR)-Egger regression were employed for MR analysis to evaluate the causal effects of anxiety,depression and neuroticism with RSA,and to analyze heterogeneity,gene pleiotropy and sensitivity.Results A total of 46 SNPs were extracted from GWAS data as IVs(5 anxiety SNPs,9 depression SNPs,and 32 neuroticism SNPs).IVW,WME,WM and MR-Egger regression analysis revealed that the odds ratio(OR)and 95%confidence interval(CI)of anxiety data were 1.07(0.86-1.32),1.10(0.85-1.43),1.14(0.81-1.59)and 1.18(0.53-2.61);those of depression data were 1.11(0.93-1.32),1.05(0.83-1.32),0.96(0.67-1.38)and 0.57(0.25-1.31);those of neuroticism data were 1.01(0.75-1.36),1.07(0.73-1.56),1.02(0.49-2.12)and 2.40(0.46-12.44),but none of the above causal analyses were statistically significant(all P>0.05).After reliability analysis,the Cochran's Q test for heterogeneity evaluation was not significant(P>0.05),the MR-Egger regression intercepts for gene pleiotropy evaluation were all close to 0(P>0.05),and the sensitivity evaluation"Leave-one-out"test also shows that the combined causal effect values are similar.Conclusion There dose not exist causal relationships of anxiety,depression and neuroticism with RSA.The reliability test shows that the results are relatively robust.

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