1.Chest computed tomography-based artificial intelligence-aided latent class analysis for diagnosis of severe pneumonia.
Caiting CHU ; Yiran GUO ; Zhenghai LU ; Ting GUI ; Shuhui ZHAO ; Xuee CUI ; Siwei LU ; Meijiao JIANG ; Wenhua LI ; Chengjin GAO
Chinese Medical Journal 2025;138(18):2316-2323
BACKGROUND:
There is little literature describing the artificial intelligence (AI)-aided diagnosis of severe pneumonia (SP) subphenotypes and the association of the subphenotypes with the ventilatory treatment efficacy. The aim of our study is to illustrate whether clinical and biological heterogeneity, such as ventilation and gas-exchange, exists among patients with SP using chest computed tomography (CT)-based AI-aided latent class analysis (LCA).
METHODS:
This retrospective study included 413 patients hospitalized at Xinhua Hospital diagnosed with SP from June 1, 2015 to May 30, 2020. AI quantification results of chest CT and their combination with additional clinical variables were used to develop LCA models in an SP population. The optimal subphenotypes were determined though evaluating statistical indicators of all the LCA models, and clinical implications of them such as guiding ventilation strategies were further explored by statistical methods.
RESULTS:
The two-class LCA model based on AI quantification results of chest CT can describe the biological characteristics of the SP population well and hence yielded the two clinical subphenotypes. Patients with subphenotype-1 had milder infections ( P <0.001) than patients with subphenotype-2 and had lower 30-day ( P <0.001) and 90-day ( P <0.001) mortality, and lower in-hospital ( P = 0.001) and 2-year ( P <0.001) mortality. Patients with subphenotype-1 showed a better match between the percentage of non-infected lung volume (used to quantify ventilation) and oxygen saturation (used to reflect gas exchange), compared with patients with subphenotype-2. There were significant differences in the matching degree of lung ventilation and gas exchange between the two subphenotypes ( P <0.001). Compared with patients with subphenotype-2, those with subphenotype-1 showed a relatively better match between CT-based AI metrics of the non-infected region and oxygenation, and their clinical outcomes were effectively improved after receiving invasive ventilation treatment.
CONCLUSIONS
A two-class LCA model based on AI quantification results of chest CT in the SP population particularly revealed clinical heterogeneity of lung function. Identifying the degree of match between ventilation and gas-exchange may help guide decisions about assisted ventilation.
Humans
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Tomography, X-Ray Computed/methods*
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Male
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Female
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Retrospective Studies
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Middle Aged
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Artificial Intelligence
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Aged
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Pneumonia/diagnosis*
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Latent Class Analysis
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Adult
2.Research progress of suture augmentation in anterior cruciate ligament reconstruction.
Jiaxin LIU ; Hongyu LI ; Meng WANG ; Yiran WANG ; Guanxin GUO ; Hangzhou ZHANG
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(4):504-510
OBJECTIVE:
To summarize the research progress of suture augmentation (SA) in anterior cruciate ligament (ACL) reconstruction.
METHODS:
A comprehensive review of recent literature about SA in ACL reconstruction at home and abroad was conducted. The efficacy of SA in ACL reconstruction was evaluated by examining the definition, biomechanics, and histological studies of SA, along with its clinical application status in ACL reconstruction.
RESULTS:
SA demonstrates significant advantages in enhancing the biomechanical stability of ACL grafts, reducing the risk of re-rupture, and accelerating postoperative recovery. Specifically, SA improves graft stiffness, ultimate failure strength, and cyclic stability, thereby diminishing the risk of early postoperative failure and joint instability. Histologically, it fosters remodeling and tendon-bone integration through early load-sharing mechanisms; however, stress shielding may interfere with natural remodeling processes, warranting further attention. Clinically, SA reduces graft failure rates and the need for revision surgeries, markedly improving knee joint stability and functional recovery in young patients. Nevertheless, its impact on graft maturation and potential complications remains controversial.
CONCLUSION
Despite the many advantages of SA in ACL reconstruction, future endeavors should focus on optimizing tensioning techniques, developing bioactive materials, and conducting large-scale randomized controlled trials to further elucidate its clinical value and scope of applicability, providing a more reliable solution for ACL reconstruction.
Humans
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Anterior Cruciate Ligament Reconstruction/methods*
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Biomechanical Phenomena
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Anterior Cruciate Ligament/surgery*
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Anterior Cruciate Ligament Injuries/surgery*
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Suture Techniques
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Sutures
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Tendons/transplantation*
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Joint Instability/prevention & control*
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Knee Joint/surgery*
3.Extracellular vesicles deliver thioredoxin to rescue stem cells from senescence and intervertebral disc degeneration via a feed-forward circuit of the NRF2/AP-1 composite pathway.
Xuanzuo CHEN ; Sheng LIU ; Huiwen WANG ; Yiran LIU ; Yan XIAO ; Kanglu LI ; Feifei NI ; Wei WU ; Hui LIN ; Xiangcheng QING ; Feifei PU ; Baichuan WANG ; Zengwu SHAO ; Yizhong PENG
Acta Pharmaceutica Sinica B 2025;15(2):1007-1022
Intervertebral disc degeneration (IDD) is largely attributed to impaired endogenous repair. Nucleus pulposus-derived stem cells (NPSCs) senescence leads to endogenous repair failure. Small extracellular vesicles/exosomes derived from mesenchymal stem cells (mExo) have shown great therapeutic potential in IDD, while whether mExo could alleviate NPSCs senescence and its mechanisms remained unknown. We established a compression-induced NPSCs senescence model and rat IDD models to evaluate the therapeutic efficiency of mExo and investigate the mechanisms. We found that mExo significantly alleviated NPSCs senescence and promoted disc regeneration while knocking down thioredoxin (TXN) impaired the protective effects of mExo. TXN was bound to various endosomal sorting complex required for transport (ESCRT) proteins. Autocrine motility factor receptor (AMFR) mediated TXN K63 ubiquitination to promote the binding of TXN on ESCRT proteins and sorting of TXN into mExo. Knocking down exosomal TXN inhibited the transcriptional activity of nuclear factor erythroid 2-related factor 2 (NRF2) and activator protein 1 (AP-1). NRF2 and AP-1 inhibition reduced endogenous TXN production that was promoted by exosomal TXN. Inhibition of NRF2 in vivo diminished the anti-senescence and regenerative effects of mExo. Conclusively, AMFR-mediated TXN ubiquitination promoted the sorting of TXN into mExo, allowing exosomal TXN to promote endogenous TXN production in NPSCs via TXN/NRF2/AP-1 feed-forward circuit to alleviate NPSCs senescence and disc degeneration.
4.Therapeutic mechanism of hederagenin, an active component in Guizhi Fuling Pellets, against cervical cancer in nude mice.
Yinfu ZHU ; Yiran LI ; Yi WANG ; Yinger HUANG ; Kunxiang GONG ; Wenbo HAO ; Lingling SUN
Journal of Southern Medical University 2025;45(7):1423-1433
OBJECTIVES:
To explore the therapeutic mechanism of Guizhi Fuling (GZFL) Pellets against cervical cancer.
METHODS:
Publicly available databases were used to identify the targets of GZFL Pellets and cervical cancer to construct the protein-protein interaction (PPI) network, followed by GO biological process and KEGG pathway enrichment analysis of the hub genes. The "Traditional Chinese Medicine-Active Ingredients-Targets-Pathways" network for GZFL Pellets in cervical cancer treatment was generated using Cytoscape v10.0.0, and molecular docking of the drug and potential targets was performed to predict the specific targets of active components in Guizhi Fuling Pellets. The inhibitory effects of hederagenin, an active ingredient in GZFL Pellets, was tested in cultured cervical cancer cells and in nude mice bearing cervical cancer xenografts.
RESULTS:
GZFL Pellets contain 338 active components targeting 247 action sites. A total of 10127 cervical cancer-related targets were obtained, and among them 195 were identified as potential therapeutic targets of GZFL Pellets for cervical cancer treatment, including the key targets of GABRA1, PTK2, JAK2, HTR3A, GSR, and IL-17. Molecular docking study showed low binding energies of the active components such as hederagenin, campesterol, and stigmasterol for protein-molecule interaction. GO enrichment analysis suggested that GZFL Pellets inhibited cervical cancer primarily by regulating responses to steroid hormones, oxidative stress, and lipopolysaccharides. Among the active components of GZFL Pellets, hederagenin was found to inhibit cervical cancer cells in vitro and significantly reduced STAT3 phosphorylation level in the cancer cells. In nude mice bearing cervical cancer xenografts, hederagenin effectively inhibited tumor growth rate without causing obvious adverse effects.
CONCLUSIONS
GZFL Pellets inhibit cervical cancer cell growth through its multiple active components that target different pathways. Among these components, hederagenin inhibits tumor cell growth possibly by directly binding to JAK2 protein to inhibit STAT3 phosphorylation.
Female
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Animals
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Uterine Cervical Neoplasms/pathology*
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Mice, Nude
;
Humans
;
Mice
;
Oleanolic Acid/therapeutic use*
;
Drugs, Chinese Herbal/therapeutic use*
;
Molecular Docking Simulation
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Xenograft Model Antitumor Assays
;
Cell Line, Tumor
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STAT3 Transcription Factor/metabolism*
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Protein Interaction Maps
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Janus Kinase 2/metabolism*
5.Altered serum metabolic profile in patients with autoimmune gastritis compared to other chronic gastritis.
Jihua SHI ; Yang ZHANG ; Yiran WANG ; Yuxi HUANG ; Zhe CHEN ; Xue XU ; Wenbin LI ; Dan CHEN ; Hao LUO ; Qingfeng LUO ; Ruiyue YANG ; Xue QIAO
Journal of Pharmaceutical Analysis 2025;15(5):101104-101104
Image 1.
6.Research Progress on Changes of Mitochondrial Quality Control System in Ischemic Stroke and Acupuncture Therapy
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(6):955-963
Ischemic stroke (IS) is a cerebrovascular disease caused by thrombosis or embolism that interrupts cerebral blood flow, resulting in brain tissue damage. Mitochondria serve as the primary site for energy metabolism and are also involved in key biological processes, including calcium signal regulation, reactive oxygen species generation, and apoptosis initiation. Therefore, the structural and functional integrity of mitochondrial is crucial for neuronal survival, and the mitochondrial quality control (MQC) system is fundamental for maintaining mitochondrial homeostasis. The MQC system maintains mitochondrial network homeostasis by synergistically regulating key processes such as biogenesis, dynamics balance (fusion and fission), autophagy, oxidative stress clearance, and calcium homeostasis. However, following IS, neurons undergo pathological changes-including inflammatory responses, oxidative stress, and excitatory amino acid toxicity- due to ischemia and hypoxia. These factors collectively disrupt mitochondrial membrane potential and inhibit electron transport chain function, leading to MQC dysfunction. Recent studies have confirmed that acupuncture can restore MQC homeostasis after IS through multiple targets and pathways, specifically including promoting mitochondrial biogenesis, balancing mitochondrial fission and fusion, regulating mitochondrial autophagy, reducing oxidative stress damage, and inhibiting calcium overload. This article systematically reviews the relationship between MQC and IS, with a focus on elucidating the mechanistic basis of acupuncture-mediated IS treatment via regulating key MQC components. These findings provide a theoretical basis for the efficacy of acupuncture in IS management and offer novel perspectives for developing future stroke therapeutic strategies targeting MQC pathways.
7.An analysis of the disease burden of acute viral hepatitis in China and globally from 1990 to 2021
Siwei ZHENG ; Shasha LI ; Jialuo WANG ; Yiran LIU ; Yongfeng YANG
Journal of Clinical Hepatology 2025;41(10):2013-2021
ObjectiveTo analyze the changing trend of the disease burden of acute viral hepatitis (AVH) globally and in China from 1990 to 2021, and to provide a basis for optimizing prevention and control strategies. MethodsRelated data were extracted from the Global Burden of Disease 2021 database, including incidence rate, mortality rate, and disability-adjusted life years (DALY) for AVH globally and in China from 1990 to 2021, and the patients were divided into groups according to region, age, sex, and type of hepatitis. The Joinpoint regression model was used to calculate average annual percentage change (AAPC) and its 95% confidence interval (CI). ResultsFrom 1990 to 2021, there was a tendency of reduction in the age-standardized incidence rate, mortality rate, and DALY rate of AVH globally, with an average annual reduction of 1.02% (95%CI: -1.10% to -0.94%, P<0.001), 3.97% (95%CI: -4.12% to -3.82%, P<0.001), and 3.64% (95%CI: -3.84% to -3.44%, P<0.001), respectively; in China, there was also a tendency of reduction in these indicators, with an average annual reduction of 1.63% (95%CI: -1.70% to -1.57%, P<0.001), 9.24% (95%CI: -9.51% to -8.97%, P<0.001), and 7.93% (95%CI: -8.15% to -7.71%, P<0.001), respectively. In addition, China’s share of the global disease burden of AVH continued to decrease; the proportion of new cases decreased from 24% in 1990 to 15% in 2021, the proportion of deaths decreased from 19% to 4%, and the proportion of DALY decreased from 16% to 4%. From 1990 to 2021 globally, the peaks in the incidence rate, mortality, and DALY of AVH were observed in children under 5 years of age; in China, although the peak incidence rate of the disease was still observed in children under 5 years of age, there was a tendency of increase in the incidence rate of AVH among young adults aged 25 — 29 years in recent years, with the most significant increase in the cases of acute hepatitis B (accounting for 59% of the cases in this age group), while the disease burden of mortality and DALY mainly affected the middle-aged and elderly populations. The disease burden of AVH in the male population was higher than that in the female population. As for the distribution of disease types, acute hepatitis A was the predominant type of AVH, accounting for 64% globally and 48% in China, whereas acute hepatitis B was the leading cause of mortality and DALY, accounting for 50% of deaths globally, 80% of deaths in China, 47% of DALY globally, and 69% of DALY in China. ConclusionThere is a tendency of reduction in the disease burden of AVH globally and in China from 1990 to 2021, but there is a tendency of increase in the incidence rate of AVH among young adults in China, especially acute hepatitis B. It is necessary to implement targeted prevention and control strategies.
8.Zinc finger protein-36 deficiency inhibits osteogenic differentiation of mouse bone marrow-derived mesenchymal stem cells and preosteoblasts by activating the ERK/MAPK pathway
Shengwei RONG ; Hongfang LI ; Yiran WEI ; Zihang FENG ; Lu GAN ; Zhonghao DENG ; Liang ZHAO
Journal of Southern Medical University 2024;44(4):697-705
Objective To explore the role of zinc finger protein 36 (ZFP36) in regulating osteogenic differentiation of bone marrow-derived mesenchymal stem cells (BMSCs) and preosteoblasts. Methods ZFP36 expression was observed in primary mouse BMSCs and mouse preosteoblasts (MC3T3-E1 cells) during induced osteogenic differentiation. Zfp36-deficient cell models were constructed in the two cells using RNA interference technique and the changes in differentiation capacities of the transfected cells into osteoblasts were observed. Transcriptome sequencing was used to investigate the potential mechanisms of ZFP36 for regulating osteoblast differentiation of the two cells. U0126, a ERK/MAPK signal suppressor, was used to verify the regulatory mechanism of Zfp36 in osteogenic differentiation of Zfp36-deficient cells. Results During the 14-day induction of osteogenic differentiation, both mouse BMSCs and MC3T3-E1 cells exhibited increased expression of ZFP36, and its mRNA expression reached the peak level on Day 7 (P<0.0001). The Zfp36-deficient cell models showed reduced intensity of alkaline phosphatase (ALP) staining and alizarin red staining with significantly lowered expressions of the osteogenic marker genes including Alpl, Sp7, Bglap and Ibsp (P<0.01). Transcriptome sequencing verified the reduction of bone mineralization-related gene expressions in Zfp36-deficient cells and indicated the involvement of ERK signaling in the potential regulatory mechanism of Zfp36. Immunoblotting showed that pERK protein expression increased significantly in Zfp36-deficient cells compared with the control cells. In Zfp36-deficient MC3T3-E1 cells, inhibition of activated ERK/MAPK signaling with U0126 resulted in obviously enhanced ALP staining and significantly increased expressions of osteoblast differentiation markers Runx2 and Bglap (P<0.05). Conclusions ZFP36 is involved in the regulation of osteoblast differentiation of mouse BMSCs and preosteoblasts, and ZFP36 deficiency causes inhibition of osteoblast differentiation of the cells by activating the ERK/MAPK signaling pathway.
9.Pristimerin enhances cisplatin-induced apoptosis in nasopharyngeal carcinoma cells via ROS-mediated deactivation of the PI3K/AKT signaling pathway
Yuanyuan WANG ; Teng CHEN ; Xiaofan CONG ; Yiran LI ; Rui CHEN ; Pei ZHANG ; Xiaojin SUN ; Surong ZHAO
Journal of Southern Medical University 2024;44(5):904-912
Objective To explore the effect of pristimerin combined with cisplatin on proliferation and apoptosis of nasopharyngeal carcinoma cells.Methods CCK-8 assay was used to examine the survival rate of HNE-1 and CNE-2Z cells following treatment for 24 h with different concentrations of pristimerin,cisplatin or their combination.The changes in colony formation ability,apoptosis,and intracellular reactive oxygen species(ROS)levels of the treated cells were analyzed using colony formation assay and flow cytometry.Western blotting was performed to detect the changes in protein expressions in the cells.The effects of pre-treatment with NAC on proliferation,apoptosis,and PI3K/AKT signaling pathway were observed in pristimerin-and/or cisplatin-treated cells.Results Both pristimerin and cisplatin significantly lowered the survival rate of HNE-1 and CNE-2Z cells(P<0.05).Compared with pristimerin or cisplatin alone,their combination more strongly inhibited survival and colony formation ability of the cells,increased cell apoptosis rate and intracellular ROS levels,upregulated the protein expressions of Bax,cleaved caspase-3,and cleaved PARP,and downregulated the protein expressions of Bcl-2,Mcl-1,PARP and p-PI3K and p-AKT(P<0.05).NAC pretreatment significantly attenuated proliferation inhibition and apoptosis-promoting effects of pristimerin combined with cisplatin,and partially restored the downregulated protein expressions of p-PI3K and p-AKT in HNE-1 and CNE-2Z cells with the combined treatment(P<0.05).Conclusion Pristimerin can enhance cisplatin-induced proliferation inhibition and apoptosis in nasopharyngeal carcinoma cells,the mechanism of which may involve ROS-mediated deactivation of the PI3K/AKT signaling pathway.
10.Jinshu Liujun Decoction Ameliorates Airway Lesions in COPD Mice by Correcting Oxidative Stress Mediated CFTR Acquired Defects
Zhen ZHANG ; Yiran YANG ; Hui WANG ; Jianqing LI ; Aiping LI ; Zhengping BAI ; Yu LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(7):1793-1801
Objective To observe the effect of Jinshui Liujun decoction on airway lesions in mice with COPD and explore its possible mechanism.Methods 48 C57BL/6 mice were randomly divided into blank group,model group,Jinshui Liujun decoction group and NAC group,with 12 in each group.The COPD mouse model was established by intranasal drip of LPS and smoking,and the corresponding drugs were given intragastric administration for 14 days after the model was established.Observe the general condition of the mice,measure the MV,PEF and PIF of the mice with the small animal lung function instrument,semi quantitatively evaluate the inflammation of the lung tissue,the thickness of the alveolar septum and the thickness of the airway wall with HE staining,and observe the airway mucus secretion and goblet cell proliferation with PAS staining.The content of MPO,SA and Urea in BALF was detected by the kit,and the ratio of SA and Urea was calculated.The content of MUC5AC in BALF was detected by ELISA.The levels of ROS,GSH,GSSG and GR in lung tissue were detected with the kit,and the ratio of GSH and GSSG was calculated.The expression level of CFTR mRNA in lung tissue was detected by qRT-PCR.Western blot was used to detect the expression level of CFTR protein in lung tissue.Results Compared with the control group,the growth of mice in the model group was poor.The body weight at each time point during the modeling period decreased(P<0.01),and the indexes of MV,PEF and PIF decreased(P<0.01).The lung tissue pathological score,alveolar septal thickness,airway wall thickness,airway mucus and goblet cell increased(P<0.01).The levels of SA,SA/Urea,MUC5AC and MPO in BALF increased(P<0.01),and the level of Urea decreased(P<0.01),The levels of ROS and GSSG in lung tissue increased(P<0.01),and the levels of GSH,GSH/GSSG,and GR decreased(P<0.01).The expression levels of CFTR mRNA and protein in lung tissue decreased(P<0.01).Compared with the model group,the growth condition of COPD mice improved,the body weight increased at each time point during the modeling period(P<0.05,P<0.01),the indexes of MV,PEF and PIF improved significantly(P<0.01),the pathological score of lung tissue,the thickness of alveolar septa,the thickness of airway wall,airway mucus and goblet cell decreased(P<0.01,P<0.05),and the levels of SA,SA/Urea,MUC5AC and MPO in BALF decreased(P<0.01),And an increase in Urea levels(P<0.01),a decrease in ROS and GSSG levels in lung tissue(P<0.01),and an increase in GSH,GSH/GSSG,and GR levels(P<0.01).The expression levels of CFTR mRNA and protein in lung tissue increased(P<0.01).Conclusion Jinshui Liujun decoction can correct CFTR acquired defects through antioxidant effects to improve airway lesions in COPD.

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