1.Mechanism of Huayu Jiedu Prescription in Preventing and Treating Cerebral Ischemia Injury by Regulating NETosis After Acute Cerebral Infarction with Blood Stasis and Toxin Syndrome
Wuchaonan LIU ; Dingxiang LI ; Le YANG ; Jing LIU ; Shengping LUO ; Fang LEI ; Hanlin LEI ; Yihui DENG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(4):50-59
ObjectiveTo investigate the material basis of the pathogenesis of cerebral ischemic injury with blood stasis and toxin syndrome and to explore the protective effects of Huayu Jiedu prescription (HYJDP) on neutrophil extracellular trap-related cell death (NETosis) in cerebral ischemic injury following acute cerebral infarction. MethodsSeventy-two Sprague-Dawley (SD) rats were randomly divided into six groups (n=12 per group): sham operation (Sham) group, blood stasis and toxin model (Model) group, low-, medium-, and high-dose HYJDP groups (HYJDP-L, HYJDP-M, and HYJDP-H; 9, 18, and 36 g·kg-1, respectively), and butylphthalide (NBP) group (0.06 g·kg-1). Except for the Sham group, rats in all other groups were subjected to carrageenan/dry yeast combined with a modified intraluminal filament method to establish a focal cerebral ischemia model of the middle cerebral artery with blood stasis and toxin syndrome. Neurological function was evaluated at 24 h after modeling using the Zea-Longa neurological deficit score. Cerebral infarction rate was assessed by 2,3,5-triphenyltetrazolium chloride (TTC) staining. Pathological morphology of brain tissue was observed using hematoxylin-eosin (HE) staining. Enzyme-linked immunosorbent assay (ELISA) was used to determine serum levels of interleukin-8 (IL-8), myeloperoxidase-DNA complexes (MPO-DNA), and citrullinated histone H3 (CitH3). Protein expression of phosphorylated phosphatidylinositol 3-kinase (p-PI3K), protein kinase B (p-Akt), mammalian target of rapamycin (p-mTOR), sequestosome 1 (p62), and CitH3 in brain tissue was detected by Western blot. Immunofluorescence (IF) was used to detect the expression of neutrophil-specific marker Ly6G, CitH3, and neuron-specific nuclear protein (NeuN) in brain tissue. ResultsCompared with the Sham group, neurological deficit scores and cerebral infarction rates in the model group were significantly increased (P<0.01 for both). HE staining showed varying degrees of neuronal degeneration and necrosis, characterized by blurred neuronal structures, nuclear pyknosis and fragmentation, cytoplasmic dissolution into a vacuolated reticular pattern, and mild glial cell proliferation. ELISA results showed that serum levels of IL-8, MPO-DNA, and CitH3 were significantly increased (P<0.01). Western blot analysis demonstrated decreased expression of p-PI3K, p-Akt, p-mTOR, and p62, while CitH3 expression was significantly increased (P<0.01). IF results showed an increased number of NETs+ cells and a significant decrease in NeuN+ cells (P<0.01). Compared with the Model group, neurological deficit scores in the HYJDP-H group were significantly decreased (P<0.05), and cerebral infarction rates in the HYJDP-H and NBP groups were significantly reduced (P<0.01). HE staining showed that brain tissue damage was markedly alleviated in the HYJDP-H group. ELISA results showed that levels of IL-8, MPO-DNA, and CitH3 were significantly decreased in the HYJDP-M, HYJDP-H, and NBP groups (P<0.01). Western blot analysis showed that expression of p-PI3K, p-Akt, p-mTOR, and p62 was significantly increased in the HYJDP-H and NBP groups, while CitH3 expression was significantly reduced in all drug intervention groups (P<0.01). IF results showed that the number of NETs+ cells was significantly decreased and the number of NeuN⁺ cells was significantly increased in all drug intervention groups (P<0.01). ConclusionNETs may be the material basis of the pathogenesis of cerebral ischemic injury characterized by blood stasis and toxin. HYJDP can regulate the PI3K/Akt/mTOR signaling pathway, reduce the release of pro-inflammatory mediators and NETosis-related products, alleviate cerebral ischemic injury caused by autophagy-dependent NETosis, and thereby exert a neuroprotective effect.
2.Effects of Zuogui Jiangtang Tongmai Prescription on Short-chain Fatty Acids and G Protein-coupled Receptor 109A in Diabetic Atherosclerotic Mice
Jing CHEN ; Qin WU ; Yanan ZHANG ; Jingjing YANG ; Yanling CHEN ; Wuchaonan LIU ; Fang LEI ; Dingxiang LI ; Yihui DENG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(3):76-82
Objective To investigate the effects of Zuogui Jiangtang Tongmai Prescription on short-chain fatty acids(SCFAs)and G protein-coupled receptor 109A(GPR109A)in diabetic atherosclerotic mice;To explore its mechanism of improving diabetic atherosclerosis.Methods ApoE-/-mice were fed with high sugar and high fat diet and intraperitoneal injection of streptozotocin to establish atherosclerosis model of diabetes.After modeling,the mice were randomly divided into the model group,Western medicine group(metformin hydrochloride+atorvastatin),and Zuogui Jiangtang Tongmai Prescription low-,medium-and high-dosage groups(19,38,76 g/kg);and the other C57BL/6J mice were set as the control group,with 6 mice in each group.Each group was given solution for gavage,once a day for 4 weeks.Blood glucose of the mice were detected,HE staining was used to observe the morphology of the aorta,TG,TC,LDL-C and HDL-C contents were detected by fully automated biochemistry analyzers,ELISA was used to detect the contents of serum HbA1c,fasting insulin(FINS),interleukin(IL)-1β,IL-6 and tumor necrosis factor(TNF)-α,gas chromatography was used to detect the content of intestinal SCFAs,and RT qPCR and Western blot were used to detect the mRNA and protein expressions of GPR109A in ileal tissue and nuclear factor(NF)-κB p65 in aortic tissue,respectively.Results Compared with the control group,obvious plaques and inflammatory cells infiltration were seen in the aorta of the model group,the blood glucose and serum HbA1c,TG,TC,LDL-C,IL-1β,IL-6 and TNF-α contents increased(P<0.01),FINS and HDL-C content decreased(P<0.01),intestinal acetate,propionate,butyric acid,isobutyric acid and isovaleric acid contents decreased(P<0.01),GPR109A mRNA and protein expression in ileal tissue decreased,NF-κB p65 mRNA and protein expression in aortic tissue increased(P<0.01).Compared with the model group,the aortic plaque area and inflammatory cells infiltration were significantly improved in each drug intervention group,the blood glucose and serum HbA1c,TG,TC,LDL-C,IL-1β,IL-6 and TNF-α contents decreased(P<0.05,P<0.01);the FINS and HDL-C content increased(P<0.05,P<0.01),intestinal acetic,propionic,butyric acid,isobutyric acid and isovaleric acid contents increased(P<0.05,P<0.01),GPR109A mRNA and protein expression in ileal tissue increased and NF-κB p65 mRNA and protein expression in ileal tissue decreased decreased(P<0.05,P<0.01).Conclusion Zuogui Jiangtang Tongmai Prescription can improve glucolipid metabolism and inflammatory response in diabetic atherosclerotic mice,which may be related to regulating SCFAs/GPR109A pathway.
3.Audiological characterization of the GJB2 gene c.109G>A (p.V37I) hotspot variant during childhood and comparison between family members.
Zhoushu ZHENG ; Jiangyang XUE ; Lu DING ; Jiewen PAN ; Meihong WANG ; Yinghui ZHANG ; Danyan ZHUANG ; Yihui YANG ; Ming TANG ; Haibo LI
Chinese Journal of Medical Genetics 2025;42(9):1061-1068
OBJECTIVE:
To determine the prevalence of GJB2 gene c.109G>A (p.V37I) variant among infants with congenital hearing loss and analyze the initial audiological characteristics of children harboring the variant, compare the audiometric difference among individuals with various genotypes, and explore genetic and audiological manifestations of the affected families.
METHODS:
One hundred twenty six infants diagnosed with congenital hearing loss at the Neonate Screening Center of Ningbo City from June 2021 to December 2024 were selected as the study subjects. The neonates, in addition with members from 16 of their families, had undergone genetic screening for variants of 208 hotspot sites within 24 deafness-associated genes. For cases identified with monoallelic variants and concurrent hearing loss, the full GJB2 gene was sequenced. Meanwhile, a retrospective analysis was carried out on 23 children whom were confirmed to have hearing loss and the c.109G>A variant by whole exome sequencing from March 2022 to December 2024. And 102 children who were excluded to have hearing loss and pathogenic variants by whole exome sequencing were selected as normal controls. Audiological features of individuals harboring the c.109G>A variant were compared. This study has been approved by the Medical Ethics Committee of The Affiliated Women and Children's Hospital of Ningbo University (Ethics No.: EC2023-009).
RESULTS:
For the 126 infants with congenital hearing loss, prospective screening has identified 58 (46.03%) to harbor the c.109G>A variant. These included 38 homozygotes and 16 compound heterozygotes. Retrospective review of the 23 c.109G>A positive children has identified 15 as homozygotes and 8 as compound heterozygotes. Genetic testing of the 16 pedigrees has identified 7 homozygotes and 1 compound heterozygote. For the homozygotes combined (n = 53), 96.2% exhibited bilateral symmetric hearing loss, with 78.3% showing high-frequency sloping patterns, and 98.1% having a hearing threshold ranging from 20 to 65 dB. For the compound heterozygotes combined (n = 24), 95.8% showed symmetric loss, with 59.4% having high-frequency sloping, and 97.9% had a hearing threshold ranging from 20 to 65 dB. Both groups showed significantly elevated ABR/PTA thresholds compared with the normal controls (P = 0.000). The compound heterozygous group had higher ABR thresholds (43.3 ± 15.0 dB nHL) compared with the homozygous group (39.1 ± 12.0 dB nHL, P = 0.005).
CONCLUSION
Infants harboring the GJB2 c.109G>A variant primarily manifest as mild-to-moderate, symmetric, high-frequency sloping hearing loss. Nearly one-third of affected children have thresholds between 20 to 35 dB nHL, suggesting that ABR > 35 dB nHL alone may underestimate the hearing impairment in this population. Compared with homozygotes, compound heterozygotes with the the GJB2 c.109G>A variant can confer a more severe hearing loss.
Humans
;
Connexin 26/genetics*
;
Female
;
Male
;
Infant, Newborn
;
Infant
;
Hearing Loss/genetics*
;
Retrospective Studies
;
Child, Preschool
;
Child
;
Genotype
;
Connexins/genetics*
;
Mutation
4.Effects of Zuogui Jiangtang Tongmai Prescription on Short-chain Fatty Acids and G Protein-coupled Receptor 109A in Diabetic Atherosclerotic Mice
Jing CHEN ; Qin WU ; Yanan ZHANG ; Jingjing YANG ; Yanling CHEN ; Wuchaonan LIU ; Fang LEI ; Dingxiang LI ; Yihui DENG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(3):76-82
Objective To investigate the effects of Zuogui Jiangtang Tongmai Prescription on short-chain fatty acids(SCFAs)and G protein-coupled receptor 109A(GPR109A)in diabetic atherosclerotic mice;To explore its mechanism of improving diabetic atherosclerosis.Methods ApoE-/-mice were fed with high sugar and high fat diet and intraperitoneal injection of streptozotocin to establish atherosclerosis model of diabetes.After modeling,the mice were randomly divided into the model group,Western medicine group(metformin hydrochloride+atorvastatin),and Zuogui Jiangtang Tongmai Prescription low-,medium-and high-dosage groups(19,38,76 g/kg);and the other C57BL/6J mice were set as the control group,with 6 mice in each group.Each group was given solution for gavage,once a day for 4 weeks.Blood glucose of the mice were detected,HE staining was used to observe the morphology of the aorta,TG,TC,LDL-C and HDL-C contents were detected by fully automated biochemistry analyzers,ELISA was used to detect the contents of serum HbA1c,fasting insulin(FINS),interleukin(IL)-1β,IL-6 and tumor necrosis factor(TNF)-α,gas chromatography was used to detect the content of intestinal SCFAs,and RT qPCR and Western blot were used to detect the mRNA and protein expressions of GPR109A in ileal tissue and nuclear factor(NF)-κB p65 in aortic tissue,respectively.Results Compared with the control group,obvious plaques and inflammatory cells infiltration were seen in the aorta of the model group,the blood glucose and serum HbA1c,TG,TC,LDL-C,IL-1β,IL-6 and TNF-α contents increased(P<0.01),FINS and HDL-C content decreased(P<0.01),intestinal acetate,propionate,butyric acid,isobutyric acid and isovaleric acid contents decreased(P<0.01),GPR109A mRNA and protein expression in ileal tissue decreased,NF-κB p65 mRNA and protein expression in aortic tissue increased(P<0.01).Compared with the model group,the aortic plaque area and inflammatory cells infiltration were significantly improved in each drug intervention group,the blood glucose and serum HbA1c,TG,TC,LDL-C,IL-1β,IL-6 and TNF-α contents decreased(P<0.05,P<0.01);the FINS and HDL-C content increased(P<0.05,P<0.01),intestinal acetic,propionic,butyric acid,isobutyric acid and isovaleric acid contents increased(P<0.05,P<0.01),GPR109A mRNA and protein expression in ileal tissue increased and NF-κB p65 mRNA and protein expression in ileal tissue decreased decreased(P<0.05,P<0.01).Conclusion Zuogui Jiangtang Tongmai Prescription can improve glucolipid metabolism and inflammatory response in diabetic atherosclerotic mice,which may be related to regulating SCFAs/GPR109A pathway.
5.Meta-integration of qualitative studies on body image experience in breast cancer patients
Shu YANG ; Yihui LIN ; Zhihao HAN ; Linxia TANG ; Yunxia QIU ; Xiaoqin MA
Chinese Journal of Nursing 2025;60(14):1786-1792
Objective To systematically integrate the qualitative studies on body image experience in breast cancer patients,in order to provide references for the clinical formulation of corresponding intervention programs.Methods Systematical search was conducted for qualitative studies on the body image experiences of breast cancer patients in databases including PubMed,Web of Science,Cochrane Library,CINAHL,PsycINFO,CNKI,WanFang Database,VIP and CBM.The search period was from the establishment of the database to July 2024.The quality of the literature was evaluated using the 2016 edition of the qualitative research appraisal tool from the Evidence-Based Health Care Center of the Joanna Briggs Research Institute in Australia,and the results were integrated using the pooled integration method.Results A total of 14 pieces of the literature were included,and 36 research results were extracted and summarized into 7 new categories.Totally 3 integrated results were obtained,namely the negative impact of changes in body image,patients' self-adjustment and growth,and patients' need for external support.Conclusion Breast cancer patients are plagued by multiple body images.Medical staff should pay attention to the psychological state of patients,do a good job in health education,improve the understanding and support of the society,provide targeted professional guidance,promote the psychological adaptation of patients,meet the emotional needs of patients,establish multiple support systems,and improve the body image and quality of life of patients.
6.Correlation between cortical thickness and pathological deposition ofβ-amyloid in patients with Alzheimer disease
Lyuming ZHU ; Junwen HOU ; Zhimin ZHONG ; Jingjie GE ; Yue WU ; Shengwen CHEN ; Jianhua LUO ; Yunhao YANG ; Jing WANG ; Huamei LIN ; Chuantao ZUO ; Yihui GUAN
Chinese Journal of Medical Imaging Technology 2025;41(2):207-211
Objective To observe the correlation between cortical thickness and pathological deposition of β-amyloid(Aβ)in patients with Alzheimer disease(AD)induced mild cognitive impairment(MCI)or dementia.Methods Totally 22 AD patients were prospectively enrolled and divided into dementia group(n=12)and MCI group(n=10)based on the degree of cognitive impairment,while 17 healthy individuals without cognitive impairment were recruited as control group.MR examination and 18F-florbutaben(18F-FBB)PET imaging were performed,the cortical thickness and Aβ deposition value(Centiloid[CL]value)were calculated and compared among 3 groups and between each 2 groups,then the correlation between the above two indexes was analyzed.Results The cortical thickness in dementia group,MCI group and control group was(2.18±0.14),(2.35±0.08)and(2.36±0.09)mm,respectively,with significant difference among 3 groups(P<0.05).The cortical thickness in dementia group was significantly thinner than that in MCI group and control group(both P<0.05).CL value in dementia group,MCI group and control group was 77.97(63.07,95.55),65.51(54.54,90.50)and-1.17(-9.66,4.88),respectively,with significant difference among 3 groups(P<0.05).CL value in dementia group and MCI group were significantly higher than in control group(both P<0.05).The cortical thickness was moderately negatively correlated with CL value in MCI group(r=-0.580,P=0.048)but not in the other 2 groups(both P>0.05).Conclusion The cortical thickness was moderately negatively correlated with abnormal deposition of Aβ in patients with AD induced MCI,but was not during dementia.
7.Effects and Mechanism of Cyclocaryae Paliuri Folium in Sodium Palmitate-Induced Lipid Deposition in HepG2 Cells
Yixuan LIU ; Haoyang WU ; Jingjing YANG ; Yuzhe CAI ; Zheng LUO ; Dingxiang LI ; Yihui DENG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):72-78
Objective To investigate the ameliorative effect and potential mechanism of Cyclocaryae Paliuri Folium in sodium palmitate-induced lipid deposition in HepG2 cells.Methods The effect of sodium palmitate and lyophilized powder of Cyclocaryae Paliuri Folium on the viability of HepG2 cells was determined by the CCK-8 method to determine the subsequent dosage administered.The HepG2 cells were divided into blank group,model group,pioglitazone group and Cyclocaryae Paliuri Folium low-,medium-and high-dosage group,the lipid deposition model of HepG2 cells was established using 350 μmol/L sodium palmitate,the medication group were given pioglitazone and low-,medium-and high-dosage of Cyclocaryae Paliuri Folium(100,250,500 μg/mL)for 12 h respectively.The intracellular lipid deposition was observed by Nile red staining and BODIPY493/503 fluorescent probe staining,the content of TNF-α and IL-6 in supernatant of cell culture medium were detected by ELISA,Western blot was used to detect PI3K,Akt,sterol-regulatory element binding protein-1(SREBP-1),fatty acid synthase(FAS),Bcl-2,Bax protein expression,qPCR was used to detect the mRNA expression of adipose triglyceride lipase(ATGL)and CD36.Results Compared with the blank group,the lipid deposition of HepG2 cells in the model group increased,TNF-α and IL-6 contents in the supernatant of cell culture medium significantly increased(P<0.01),the protein expressions of p-PI3K,p-Akt,SREBP-1,FAS and Bax in cells significantly increased,while the protein expression of Bcl-2 significantly decreased(P<0.01),the mRNA expression of ATGL significantly decreased,and the mRNA expression of CD36 significantly increased(P<0.01).Compared with the model group,the intracellular lipid deposition of the pioglitazone group and Cyclocaryae Paliuri Folium groups improved to varying degrees,the contents of TNF-α and IL-6 in the cell supernatant decreased,the expressions of p-PI3K,p-Akt,SREBP-1,FAS and Bax proteins decreased,the expression of Bcl-2 protein increased,the expression of ATGL mRNA increased,and the expression of CD36 mRNA decreased,with statistical significance in pioglitazone group and Cyclocaryae Paliuri Folium high-dosage group(P<0.05,P<0.01).Conclusion Cyclocaryae Paliuri Folium may ameliorate sodium palmitate-induced lipid deposition in HepG2 model cells by modulating the PI3K/Akt/SREBP-1/FAS signaling pathway and affecting triacylglycerol metabolism.
8.Role of alkaloid compounds in regulating chronic liver diseases
Yihui ZHENG ; Jiahui WANG ; Tiejian ZHAO ; Xuelin DUAN ; Lei WANG ; Yang ZHENG ; Shiquan YANG
Journal of Clinical Hepatology 2025;41(2):375-382
Chronic liver diseases with common causes including viral infections, alcohol abuse, and autoimmune diseases. Alkaloids, as a class of plant-derived compounds, have shown significant potential in regulating chronic liver diseases. Recent studies have shown that alkaloids are able to exert a therapeutic effect on chronic liver diseases through multiple pathways. These compounds have a regulatory effect on key pathological processes such as liver fibrosis, inflammatory response, oxidative stress, and cell apoptosis, and they also regulate the metabolic homeostasis of hepatocytes by modulating multiple signaling pathways, thereby playing a role in regulating chronic liver diseases. This article reviews the role and mechanism of alkaloids in the treatment of chronic liver diseases, in order to provide new ideas and directions for the treatment of chronic liver diseases.
9.Relationships of serum amyloid A,eotaxin and pentraxin 3 levels with lung function indexes,Mycoplasma pneumoniae DNA level and prognosis in children with Mycoplasma pneumoniae pneumonia
Li YANG ; Yingnan SUN ; Yihui YANG
Journal of Clinical Medicine in Practice 2025;29(6):51-55,74
Objective To investigate the relationships of serum amyloid A(SAA),eotaxin and pentraxin 3(PTX3)levels with Mycoplasma pneumoniae DNA(MP-DNA)level,lung function and prognosis in children with Mycoplasma pneumoniae pneumonia(MPP).Methods A total of 163 chil-dren with MPP were enrolled in MPP group and divided into good prognosis group(n=109)and poor prognosis group(n=54)based on prognosis;another 124 healthy children with physical examinations in the same period were included as control group.Levels of serum SAA,eotaxin and PTX3 were measured in the children.Multivariable Logistic regression analysis was conducted to explore risk fac-tors for poor prognosis in children with MPP.Results Compared with the control group,the MPP group had significantly increased levels of SAA,eotaxin,PTX3 and MP-DNA positivity(P<0.01);the MPP group also had significantly lower values of peak expiratory flow(PEF),forced expiratory volume in the first second(FEV1),forced vital capacity(FVC),tidal expiratory flow time to total expiratory time(tPTEF/TE),and tidal volume compared with the control group(P<0.01).Compared with the good prognosis group,the poor prognosis group had significantly increased MP-DNA level,SAA,eotaxin and PTX3 levels,as well as decreased values of PEF,FEV1,FVC,tPTEF/TE and tidal volume(P<0.01).Multivariable Logistic regression analysis showed that high MP-DNA lev-el,high SAA,eotaxin and PTX3 levels,low values of PEF,FEV1,FVC,tPTEF/TE and tidal vol-ume were risk factors for poor prognosis in children with MPP(P<0.01).The SAA,PTX3 and eotaxin levels in children with MPP were positively correlated with their MP-DNA level and negative-ly correlated with lung function indicators(P<0.05).Conclusion SAA,PTX3 and eotaxin lev-els are positively correlated with MP-DNA level and negatively correlated with lung function indica-tors in children with MPP.SAA,PTX3 and eotaxin levels can be used to assess the prognosis of children with MPP.
10.Diagnostic performance evaluation of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination
Zichen YE ; Yihui YANG ; Lian XU ; Ronggan WEI ; Xiling RUAN ; Peng XUE ; Yu JIANG ; Youlin QIAO
Chinese Journal of Epidemiology 2025;46(3):499-505
Objective:To evaluate the diagnostic performance of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination.Methods:Cervical cytology slide data were retrospectively collected from four hospitals for the external validation of the developed artificial intelligence-assisted diagnostic system. Subsequently, prospective data collection was conducted for human-machine assisted studies.Results:In the retrospective study, a total of 3 162 valid samples were collected as external validation data. The system showed an area under the curve (AUC) of 0.890 (95% CI: 0.878-0.902), accuracy of 0.885 (95% CI: 0.873-0.896), sensitivity of 0.928 (95% CI: 0.914-0.941), and specificity of 0.852 (95% CI: 0.834-0.867). In the prospective study, 212 valid samples were collected, and five junior cytologists participated in the human-machine assisted study. Without artificial intelligence assistance, the average AUC for the five cytologists was 0.686 (95% CI: 0.650-0.722), the accuracy was 0.699 (95% CI: 0.671-0.727), the sensitivity was 0.653 (95% CI: 0.599-0.703), the specificity was 0.719 (95% CI: 0.685-0.750), the Fleiss κ value was 0.510, and the reading time was 223 seconds. With artificial intelligence assistance, the AUC, accuracy, sensitivity, and specificity increased by 0.166, 0.143, 0.225, and 0.107, respectively. Additionally, Fleiss κ was 0.730 and the reading time decreased by 188 seconds. All differences were statistically significant (all P<0.001). Conclusions:Artificial intelligence-assisted diagnosis system shows excellent performance and good generalizability, significantly improving the diagnostic accuracy, consistency, and efficiency of junior cytologists. It can be an effective auxiliary tool for junior cytologists in clinical practice.

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