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
;
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
;
Aged
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Pneumonia/diagnosis*
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Latent Class Analysis
;
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
;
Animals
;
Uterine Cervical Neoplasms/pathology*
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Mice, Nude
;
Humans
;
Mice
;
Oleanolic Acid/therapeutic use*
;
Drugs, Chinese Herbal/therapeutic use*
;
Molecular Docking Simulation
;
Xenograft Model Antitumor Assays
;
Cell Line, Tumor
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STAT3 Transcription Factor/metabolism*
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Protein Interaction Maps
;
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.Progress of the effect of hydroxyacyl-coenzyme A dehydrogenase in cancer development and its mechanism
Guojia WU ; Shujie ZHAI ; Xiao SUN ; Yiran HUANG ; Yongmei LI ; Li SUN
Basic & Clinical Medicine 2024;44(1):119-123
A close relationship between fatty acid metabolism and cancer development is well-established.The hydroxyacyl-coenzyme a dehydrogenase(HADH),a key enzyme in fatty acid beta-oxidation,has recently been identified as an anti-oncogenic factor in various cancers and an oncogenic factor in conditions like acute myeloid leukemia.In cancer cells,HADH not only directly catalyzes fatty acid beta-oxidation but also indirectly influences multiple signaling pathways such as PPAR,TNF-α,JAK-STAT3,PI3K/Akt,IFN-γ,MAPK,and non-canonical Wnt signaling pathways,affecting cancer cell proliferation and migration.HADH shows promise as a potential tumor biomarker for diagnosis,treatment,and prognosis in different cancer types,holding significant clinical value.
9.CD147 regulates the effects of fatty acid synthesis on the proliferation,invasion,and migration of cervical cancer cells via the Akt/mTOR signaling pathway
Jinqiu LI ; Xiangyu SHANG ; Yiran YAN ; Aini AILINUER ; Hasimu AXIANGU
Chinese Journal of Clinical and Experimental Pathology 2024;40(3):261-267
Purpose To investigate the effect of CD147 on the proliferation,invasion and migration of cervical cancer cells and its potential molecular mechanism.Methods The expres-sion data of BSG gene(encoding CD147 protein)in cervical cancer samples were downloaded from UCSC database,and the prognosis of different groups of samples was evaluated by Log-rank test.Western blot was used to detect CD147 expression in the Siha and Hela and H8 cells.The expression of CD147 was downregulated by the lentivirus transfection into Hela cells and its transfection efficiency was verified.Western blot was used to detect the expression of p-Akt,p-mTOR,ACC1,FASN,E-cad-herin and N-cadherin in each group.The content of fatty acids in the cells was detected by BODIPY staining and fatty acid kit.Cell proliferation,invasion and migration were detected by CCK-8,plate cloning and Transwell assay.The cell proliferation,in-vasion and migration ability were detected by plate cloning ex-periment and Transwell test.Results The expression of CD147 in cervical cancer tissues was higher than that in normal cervical tissues(P<0.01).Patients with overexpression of CD147 had poor prognosis.Western blot results showed that compared with H8 cells,the expression of CD147 protein in Siha and Hela cells was increased(P=0.011).After down-regulation of CD147,the protein expression of CD147,ACC1 and FASN in the sh-CD147 group was decreased compared with those in the Hela group(P<0.001).BODIPY fluorescence staining was weak-ened and fatty acid content was decreased(P<0.001).The a-bility of cell colony formation,invasion and migration was de-creased.The expression of E-cadherin protein in sh-CD147 group was increased,and the expression of N-cadherin,p-Akt and p-mTOR was decreased.Compared to sh-CD147,after treatment with Akt agonist SC-79(sh-CD147-SC79),the ex-pression of p-Akt,p-mTOR,ACC1,FASN,N-cadherin in cells was increased,and the expression of E-cadherin was decreased,and the results of lipid staining and fatty acid content were con-sistent with the expression of key enzymes(P<0.01),and the cell proliferation,invasion and migration ability were significant-ly enhanced.Conclusion CD147 through Akt/mTOR signaling pathways regulating the fatty acid synthesis promotes cervical cancer cell proliferation,invasion and migration.
10.Antibacterial magnesium oxide-calcium phosphate composite coating prepared by combining electrodeposition and sol-gel impregnation
Junjie TAN ; Jiaheng DU ; Zhenyu WEN ; Jiyuan YAN ; Kui HE ; Ke DUAN ; Yiran YIN ; Zhong LI
Chinese Journal of Tissue Engineering Research 2024;28(29):4663-4670
BACKGROUND:Calcium phosphate(CaP)coatings are widely used to improve the integration of titanium implants into bone but these coatings are associated with risks of infection.It is thus desirable to confer antibacterial properties to CaP coatings. OBJECTIVE:To prepare CaP-MgO composite coatings by impregnating magnesium oxide(MgO)sol into CaP coatings and assess the in vitro antibacterial activities and cytocompatibility. METHODS:An electrolyte was determined by titration and used for CaP coating electrodeposition on titanium(referred to as Ti-CaP).MgO was impregnated into the coating by immersing in an MgO sol with different mass fractions(15%,30%,50%)and subsequently calcined to form MgO-CaP composite coatings,which were recorded as Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg,respectively.Microstructure,tensile properties,critical load,and Mg2+ release of coatings in vitro were characterized.Antibacterial activity was assayed using spread plate method by culturing S.aureus on the pure titanium sheet surface and Ti-CaP,Ti-Cap-15mg,Ti-Cap-30mg and Ti-Cap-50mg surfaces for 24 and 48 hours.Mouse osteoblast suspension was inoculated on pure titanium sheets and Ti-CaP,Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg coated titanium sheets,respectively.Cell proliferation was detected by CCK-8 assay,and cell survival rate was calculated.The morphology of composite coating soaked in DMEM was also observed. RESULTS AND CONCLUSION:(1)Homogeneous,microporous CaP coatings consisting of octacaclium phosphate crystal flakes were prepared on titanium by electrodeposition.After sol impregnation-calcination,MgO aggregates were filled into the inter-flake voids.The extent of MgO filling and Mg concentration in the coating increased with the number of sol impregnation procedures.When immersed in phosphate buffered saline,all composite coatings actively released Mg2+ within 1 day;subsequently,the Mg2+ release slowed down on day 3.A small amount of Mg2+ release was still detected on day 7.The yield strength,tensile strength and fracture growth rate of Ti-CaP-30Mg coated titanium were not significantly different from those of pure titanium(P>0.05).There was no significant difference in the critical load of Ti-CaP,Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg groups(P>0.05).(2)Except that pure titanium sheet and Ti-CaP had no antibacterial properties,the other samples had good antibacterial properties,and the antibacterial rate increased with the increase of MgO content in the coating.(3)After 1 and 3 days of co-culture,the cell survival rate of Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg groups was lower than that of pure titanium group and Ti-CaP group(P<0.05).After 5 and 7 days of culture,there was no significant difference in cell survival rate among five groups(P>0.05).The content of MgO in the coating decreased gradually with the time of immersion in the medium.(4)The MgO sol impregnation added antibacterial properties to the CaP coatings while retained their biocompatibility.

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