1.Integrating Transcriptomics and 3D Organoids to Investigate Mechanism of Periplaneta americana Extract Against Lung Adenocarcinoma
Qiong MA ; Chunxia HUANG ; Jiawei HE ; Yuting BAI ; Xingyue LIU ; Yuxuan XIONG ; Yang ZHONG ; Hengzhou LAI ; Yuling JIANG ; Xueke LI ; Qian WANG ; Yifeng REN ; Xi FU ; Funeng GENG ; Taoqing WU ; Ping XIAO ; Fengming YOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(11):124-132
ObjectiveTo evaluate the antitumor activity of Periplaneta americana extract(PAE) against human-derived lung adenocarcinoma organoids(LUAD-PDOs) and to elucidate its potential mechanism based on transcriptomics. MethodsFresh tumor and adjacent normal tissues from patients with LUAD were collected to construct LUAD-PDOs and normal lung organoid(Nor-PDOs) models using 3D organoid culture technology. The effective intervention concentration of PAE was determined using the cell counting kit-8(CCK-8) assay. Experimental groups included the model group(LUAD-PDOs), normal group, model administration group(LUAD-PDOs+PAE), and normal administration group(Nor-PDOs+PAE). Hematoxylin-eosin(HE) staining was used to observe the pathological structures of PDOs, immunohistochemistry(IHC) was performed to detect the expressions of the proliferation marker Ki-67 and lung adenocarcinoma differentiation markers cytokeratin-7(CK-7) and Napsin A, TUNEL staining was applied to detect cell apoptosis. RNA sequencing(RNA-Seq) was conducted to identify differentially expressed genes(DEGs), followed by Gene Ontology(GO), Kyoto Encyclopedia of Genes and Genomes(KEGG), and Gene Set Enrichment Analysis(GSEA), alongside protein-protein interaction(PPI) network analysis to screen core mechanisms. Finally, key targets were validated by integrating external database analysis with immunofluorescence(IF). ResultsNor-PDOs and LUAD-PDOs that highly recapitulated the pathological characteristics of the primary tissues were successfully established. The CCK-8 assay determined that the effective intervention concentration of PAE was 16 g·L-1. Morphological observation showed that Nor-PDOs exhibited lumen-forming structures, whereas LUAD-PDOs displayed dense, solid structures. CCK-8 and TUNEL assays revealed that, compared with the model group, PAE intervention inhibited the proliferation of LUAD-PDOs and promoted apoptosis in LUAD cells, while showing no significant effect on the viability of Nor-PDOs. Transcriptomic analysis identified 719 DEGs that were significantly reversed after PAE intervention(347 up-regulated and 372 down-regulated)(P<0.05). GO enrichment analysis indicated that DEGs in the model administration group were significantly enriched in biological processes related to cell cycle regulation compared to the model group. KEGG pathway analysis revealed that PAE affected pathways related to proliferation and metabolism, including pathways in cancer and the p53 signaling pathway. GSEA further confirmed that PAE significantly enhanced the activity of the p53 signaling pathway(P<0.05). PPI network analysis indicated that breast cancer type 1 susceptibility protein(BRCA1) and checkpoint kinase 1(CHEK1) were the core down-regulated targets in the p53 pathway. IF verified the high expression of BRCA1 and CHEK1 in LUAD-PDOs and their significant downregulation after PAE intervention(P<0.05). Furthermore, survival analysis based on The Cancer Genome Atlas(TCGA) database indicated that low expression of BRCA1 and CHEK1 was significantly associated with prolonged overall survival in patients with LUAD(P<0.05). ConclusionPAE effectively inhibits proliferation of LUAD-PDOs and promotes their apoptosis, its anti-tumor mechanism is potentially associated with the activation of the p53 signaling pathway, with BRCA1 and CHEK1 genes likely serving as key downstream targets for the effects of PAE.
2.Circulating tumor DNA- and cancer tissue-based next-generation sequencing reveals comparable consistency in targeted gene mutations for advanced or metastatic non-small cell lung cancer.
Weijia HUANG ; Kai XU ; Zhenkun LIU ; Yifeng WANG ; Zijia CHEN ; Yanyun GAO ; Renwang PENG ; Qinghua ZHOU
Chinese Medical Journal 2025;138(7):851-858
BACKGROUND:
Molecular subtyping is an essential complementarity after pathological analyses for targeted therapy. This study aimed to investigate the consistency of next-generation sequencing (NGS) results between circulating tumor DNA (ctDNA)-based and tissue-based in non-small cell lung cancer (NSCLC) and identify the patient characteristics that favor ctDNA testing.
METHODS:
Patients who diagnosed with NSCLC and received both ctDNA- and cancer tissue-based NGS before surgery or systemic treatment in Lung Cancer Center, Sichuan University West China Hospital between December 2017 and August 2022 were enrolled. A 425-cancer panel with a HiSeq 4000 NGS platform was used for NGS. The unweighted Cohen's kappa coefficient was employed to discriminate the high-concordance group from the low-concordance group with a cutoff value of 0.6. Six machine learning models were used to identify patient characteristics that relate to high concordance between ctDNA-based and tissue-based NGS.
RESULTS:
A total of 85 patients were enrolled, of which 22.4% (19/85) had stage III disease and 56.5% (48/85) had stage IV disease. Forty-four patients (51.8%) showed consistent gene mutation types between ctDNA-based and tissue-based NGS, while one patient (1.2%) tested negative in both approaches. Patients with advanced diseases and metastases to other organs would be suitable for the ctDNA-based NGS, and the generalized linear model showed that T stage, M stage, and tumor mutation burden were the critical discriminators to predict the consistency of results between ctDNA-based and tissue-based NGS.
CONCLUSION
ctDNA-based NGS showed comparable detection performance in the targeted gene mutations compared with tissue-based NGS, and it could be considered in advanced or metastatic NSCLC.
Humans
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Carcinoma, Non-Small-Cell Lung/pathology*
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Circulating Tumor DNA/blood*
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High-Throughput Nucleotide Sequencing/methods*
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Female
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Male
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Lung Neoplasms/pathology*
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Middle Aged
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Mutation/genetics*
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Aged
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Adult
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Aged, 80 and over
3.Integration of multisource transcriptomics data to identify potential biomarkers of asthmatic epithelial cells.
Lianhua XIE ; Shuxian LU ; Fangyang GUO ; Yifeng ZHANG ; Qian LIU
Chinese Journal of Cellular and Molecular Immunology 2025;41(8):695-705
Objective Through integrative bioinformatics analysis of multi-source transcriptomic data, potential biomarkers to asthma epithelial cells were identified. The expression of these candidate target was subsequently validated in lung tissues and epithelial cells from asthma models. Methods The gene expression profile data of epithelial cells from three asthma patient cohorts and corresponding healthy controls were integrated from the Gene Expression Omnibus (GEO) database. Differential expression analysis and gene co-expression network analysis were performed to identify key genes and biological pathways associated with asthma. The key genes were validated in lung tissues and epithelial cells in asthma animal models. Results Differential gene expression analysis revealed 1121 upregulated and 1484 downregulated genes in epithelial cells from asthma patients compared with healthy controls. The biological pathway enrichment analysis revealed that the upregulated genes were mainly involved in glycosylation processes, whereas the downregulated genes were mainly associated with immune cell differentiation process. The gene co-expression network analysis revealed that module 9, enriched in glycosylation-related pathways, was significantly positively correlated with asthma, whereas module 17, associated with insulin and other signaling pathways, showed a significant negative correlation with asthma. We identified the genes of polypeptide N-acetylgalactosaminyltransferase 5 (GALNT5), pyrroline-5-carboxylate reductase 1 (PYCR1), and carcinoembryonic antigen-related cell adhesion molecule 5 (CEACAM5) as key genes within module 9, all of which were significantly upregulated in asthma. Finally, we validated that the expression levels of GALNT5, PYCR1, and CEACAM5 were significantly upregulated in epithelial cells from asthmatic lung tissue. Additionally, using a rat asthma model, we further confirmed that the protein levels of these three genes were significantly upregulated in lung tissues of the model group. Conclusion Through data integration and experimental validation, this study identified key genes and biological pathways closely associated with asthma pathogenesis. These findings provide a novel theoretical basis and potential targets for the diagnosis and treatment of asthma.
Asthma/metabolism*
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Humans
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Epithelial Cells/metabolism*
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Animals
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Biomarkers/metabolism*
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Gene Expression Profiling
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Transcriptome
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Gene Regulatory Networks
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Rats
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Computational Biology
4.Efficient expression and biological activity characterization of human potassium channel KV3.1 in an Escherichia coli cell-free protein synthesis system.
Zitong ZHAO ; Tianqi ZHOU ; Yunyang SONG ; Fanghui WU ; Yifeng YIN ; Yanli LIU
Chinese Journal of Cellular and Molecular Immunology 2025;41(11):1000-1006
Objective This study aims to achieve high-yield functional expression of the human voltage-gated potassium channel KV3.1 using an Escherichia coli cell-free protein synthesis system, thereby providing a novel synthetic approach for drug screening, structural analysis and functional characterization of KV3.1. Methods KV3.1 was expressed in an Escherichia coli cell-free protein synthesis system for 10 hours in the presence of peptide surfactant A6K. The secondary structure of KV3.1 was analyzed by circular dichroism spectroscopy. The potassium channel activity of the recombinant protein liposome KV3.1-A6K was investigated using fluorescent dyes Oxonol VI as indicators, which are capable of reflecting alterations in membrane potential. Results Soluble KV3.1 protein was successfully synthesized, achieving a purified yield of up to 1.2 mg/mL via an Escherichia coli cell-free protein synthesis system. Circular dichroism spectroscopy revealed that KV3.1 exhibited characteristic α-helical secondary structures. Membrane potential fluorescence assays demonstrated that the KV3.1-A6K proteoliposomes, which were reconstructed with surfactant peptide A6K, exhibited remarkable potassium ion permeability. Conclusion This study successfully achieved high-yield expression of human KV3.1 with activity using an Escherichia coli-based cell-free protein synthesis system. This innovative method not only significantly enhances the expression yield of KV3.1, but also maintains its functional activity, thereby establishing a novel and efficient synthetic platform for drug screening and advancing our understanding of structure-function relationships in KV3.1 research.
Humans
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Escherichia coli/metabolism*
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Shaw Potassium Channels/biosynthesis*
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Cell-Free System
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Circular Dichroism
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Protein Biosynthesis
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Recombinant Proteins/metabolism*
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Membrane Potentials
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Shab Potassium Channels
5.Efficacy of 2 L versus 3 L polyethylene glycol in bowel preparation:a real-world study
Jiaojun LI ; Xianhao TAN ; Chen ZHANG ; Yifeng LIU ; Lin JIANG ; Xiaobin SUN ; Jing SHAN
Journal of Army Medical University 2025;47(3):255-261
Objective To compare the efficacy of 2 L and 3 L polyethylene glycol(PEG)electrolyte solution for bowel preparation in a real-world setting.Methods A real-world,single-center cohort study was conducted on the individuals undergoing colonoscopy in Department of Gastroenterology of Chengdu Third People's Hospital between May and October 2023.Based on our inclusion and exclusion criteria,they were given 2 L(n=4 684)and 3 L(n=3 700)PEG electrolyte solution for bowel preparation.The primary outcome indicator was the adequacy of bowel preparation by Boston bowel preparation score(BBPS).Secondary outcome indicators included the BBPS score,polyp detection rate(PDR),tolerability,compliance,and incidence of adverse events.Results The adequacy rate of bowel preparation was 94.35%in the 3 L group,significantly higher than that of the 2 L group(91.29%,P<0.001).The 3 L group obtained a higher BBPS score then the 2 L group(6.92±1.06 vs 6.81±1.14,P<0.001).But there was no statistical difference in the PDR between the 2 groups(P=0.073).And the rate of PEG completion(P=0.810),administration of low residue diet as required(P=0.094)or use of dimethicone(P=0.072)were comparable between the 2 groups.However,the incidences of vomiting(4.5%vs 3.2%,P=0.002),abdominal discomfort(5.0%vs 3.9%,P=0.011)and sleep disturbance(18.0%vs 14.6%,P<0.001)were obviously higher in the 3 L group than the 2 L group.Conclusion In a real-world setting,2 L PEG is a considerably safe and effective regimen for bowel preparation.
6.Expression of circ-UBAP2 and Rac1 in cervical cancer tissues and their relationship with radiotherapy efficacy and prognosis
Lingling YAN ; Xiaoli CAO ; Hongli LIU ; Yifeng GU ; Xiaoxia ZHANG
International Journal of Laboratory Medicine 2025;46(13):1597-1602,1607
Objective To investigate the expression of circular RNA ubiquitin-associated protein 2(circ-UBAP2)and RAS-related C3 botulinum toxin substrate 1(Rac1)in cervical cancer tissues and their relation-ship with radiotherapy efficacy and prognosis.Methods A total of 96 patients with cervical cancer admitted to the hospital from January 2019 to May 2021 were selected as the research subjects.Detect the expression of circ-UBAP2 and Rac1 in the cancer tissues and adjacent tissues of the patients.The clinical data of the patients were recorded.According to the radiotherapy efficacy,they were divided into patients with effective radiother-apy(n=62)and patients with ineffective radiotherapy(n=34),and the relationship between the expressions of circ-UBAP2 and Rac1 and the radiotherapy efficacy was analyzed.The survival conditions of the patients were followed up for 3 years and they were divided into the survival group(n=81)and the death group(n=15),and the clinical data of the two groups were compared.The relationship between the expressions of circ-UBAP2 and Rac1 and the survival prognosis of patients was analyzed by Kaplan-Meier.The risk factors influ-encing the prognosis of patients were analyzed by Cox regression.Results The circ-UBAP2 expression and the positive rates of Rac1 expression in cancer tissues were both higher than those in adjacent tissues,and the difference was statistically significant(P<0.05).The effective rate of radiotherapy in patients with high ex-pression of circ-UBAP2 and Rac1 in cancer tissues was lower than that in patients with low expression of circ-UBAP2 and Rac1,and the difference was statistically significant(P<0.05).The 3-year overall survival rate and average survival duration of patients with high expression of circ-UBAP2 and Rac1 in cancer tissues were lower than those of patients with low expression of circ-UBAP2 and Rac1,and the difference was statistically significant(P<0.05).There were statistically significant differences in clinical stage,tumor differentiation degree,expressions of circ-UBAP2 and Rac1,and the proportion of lymph node metastasis between the two groups(P<0.05).The results of Cox regression analysis showed that clinical stage Ⅱ B-Ⅲ,poorly differen-tiated tumor degree,high expression of circ-UBAP2 and Rac1,and lymph node metastasis were risk factors af-fecting the prognosis of patients(P<0.05).Conclusion circ-UBAP2 and Rac1 are abnormally highly ex-pressed in cervical cancer tissues and are related to the radiotherapy efficacy and prognosis.
7.Association between circadian syndrome, metabolic syndrome and mild cognitive impairment in older adults
Jie LU ; Rui LIU ; Shi TANG ; Tingting HOU ; Lin CONG ; Yongxiang WANG ; Yifeng DU
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(3):208-214
Objective:To explore the association between circadian syndrome (CircS), metabolic syndrome (MetS) and mild cognitive impairment (MCI) in elderly rural adults in China.Methods:From March to September 2018, totally 5 765 participants aged 60 years or older from 52 villages in Yanlou Town, Yanggu County, Shandong Province were selected. The data included demographic, underlying disease and neuropsychological data were collected by questionaire survey. Having ≥3 of the following components was defined as MetS: elevated waist circumference, high triglycerides, low high-density lipoprotein cholesterol, elevated blood pressure and elevated fasting glucose. Having ≥4 of the following components was defined as CircS: short sleep (<6 h/d), depression and five other components which were used to define MetS, with elevated waist circumference as a mandatory item. MCI was diagnosed according to Petersen's criteria and further classified into amnestic MCI (aMCI) and non-amnestic MCI (naMCI) based on whether the memory domains impaired.Data were analyzed using multivariable Logistic regression and general linear regression models by R statistical software.Results:In the total sample ( n=4 898), 1 280 participants were diagnosed with MCI, of which 1 075 were aMCI and 205 were naMCI.Compared to the normal group, CircS alone was significantly associated with increased risks of MCI ( B=0.695, P=0.039) and aMCI ( B=0.782, P=0.024), as well as lower verbal fluency scores ( B=-0.244, P=0.045). No significant associations were found between MetS alone or both MetS and CircS and cognitive impairment( P>0.05). At the component level, short sleep and depression were associated with increased risks of MCI ( B=0.167, P=0.025; B=0.605, P<0.001) and aMCI ( B=0.185, P=0.020; B=0.600, P<0.001). Conclusion:Individuals with CircS are at a higher risk of cognitive impairment, CircS is more strongly associated with cognitive impairment than MetS, with short sleep duration and depressive symptoms potentially playing key roles.
8.Multimodal investigation of stress-induced RNA-brain covariance and its association with depression vulnerability
Yun LIU ; Xijuan XIA ; Kehan YAN ; Yang JI ; Yifeng LUO ; Zhihong CAO ; Yuefeng LI
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(9):790-797
Objective:To explore the RNA expression and alterations in brain structure in individuals who have experienced stressful life events (SLE), as well as the correlation patterns between them and their association with the occurrence of depression.Methods:Prospectively, a total of 80 SLE subjects were recruited from the psychiatry and psychology clinic of the Jiangsu University Affiliated Yixing Hospital between January 2021 and December 2022, with 16 normal controls (NC) enrolled concurrently. The 17 items Hamilton depression scale (HAMD-17) and social readjustment rating scale (SRRS) were used to assess depressive symptoms and stress levels. RNA sequencing information of peripheral blood and imaging data at baseline were collected. Based on whether depression occurred during the 2-year follow-up period, SLE subjects were divided into the SLE-depression group ( n=15) and the SLE-non-depression group ( n=65). Differentially expressed genes (DEGs) were screened using differential analysis and protein-protein interaction (PPI) networks. Fractional anisotropy (FA) of white matter tracts and gray matter volume (GMV) were extracted using tract-based spatial statistics and voxel-based morphometry.Using analysis of variance compared inter-group differences in gene expression, GMV and white matter FA values. Partial correlation analysis was used to explore correlations between DEGs, altered GMV and white matter microstructure. Gene set enrichment analysis (GSEA) was performed on key genes to identify potential biological pathways. Propensity score matching constructed sensitivity subgroups to verify result robustness. Results:The SLE-depression group showed significantly higher SRRS and HAMD-17 scores at baseline and at the end of follow-up compared to the SLE-non-depression group and the NC group ( H=47.773, 35.427, 41.114, all P<0.05). Expression levels of IL-10 (2.12±0.28, 2.43±0.44), EZH2 (2.11±0.43, 2.45±0.51), NCAM1 (3.60±0.30, 3.03±0.39), CD3E (4.95±0.37, 4.57±0.48), CCK (3.29±0.28, 3.02±0.42), and CX3CR1 (5.55±0.40, 5.91±0.34) were significantly different between the SLE-depression group and SLE-non-depression group( F=5.549~28.371, all P<0.05). Compared with the SLE-non-depression group, the SLE-depression group exhibited significantly lower FA values in the genu of the corpus callosum (0.29±0.04, 0.31±0.04) and the left uncinate fasciculus (0.31±0.02, 0.33±0.02), as well as significantly smaller GMV in the right hippocampus (0.29±0.07, 0.33±0.06), bilateral middle frontal gyrus (left: 0.27±0.05, 0.31±0.05; right: 0.28±0.06, 0.32±0.06), right insula (0.36±0.03, 0.38±0.04), and left precentral gyrus (0.19±0.04, 0.24±0.05) ( F=4.593-12.064, all P<0.05, FDR correction). GMV in the right anterior cingulate and paracingulate gyri was significantly larger than that in the SLE-non-depression group (0.34±0.05, 0.29±0.06) ( F=6.704, P=0.034, FDR correction). Partial correlation analysis revealed significantly stronger correlations between hub DEGs and altered brain regions in the SLE-depression group ( r=0.017-0.801) compared to the SLE-non-depression group ( r=0.002-0.382), with a statistically significant difference ( U=629, P<0.001; Cliff's Delta=0.454). GSEA indicated that the aforementioned genes were primarily involved in pathways including the ribosome, spliceosome, ribosome biogenesis in eukaryotes, and neuroactive ligand-receptor interaction. Sensitivity analysis confirmed that the above results remained statistically significant after balancing sample sizes (all P<0.05). Conclusion:The SLE-depression group showed specific RNA expression and brain structure alterations compared to the SLE-non-depression group, and the correlation between RNA and brain structure was significantly enhanced in the SLE-depression group. This suggests that the correlation between genes and brain structure in the SLE population may be related to their susceptibility to depression.
9.Analysis of anterior chamber and lens characteristics in age-related cataract patients with zonular weakness based on CASIA2
Lin SHEN ; Wenli YANG ; Dongjun LI ; Ziyang WANG ; Wei CHEN ; Qi ZHAO ; Yifeng LI ; Rui CUI ; Qian LIU ; Chuanchuan WEI ; Rongyao ZHOU ; Yifan LI
Chinese Journal of Experimental Ophthalmology 2025;43(3):227-232
Objective:To analyze the biological parameters of the anterior segment of age-related cataracts patients with or without zonular weakness with the new generation of sweep-source anterior optical coherence tomography (OCT) device CASIA2 to provide a basis for the diagnosis of zonular weakness.Methods:A case-control study was conducted.A total of 158 cases (186 eyes) of patients with age-related cataracts having zonular weakness as a zonular weakness group, and 80 cases (80 eyes) of cataract with age-related cataracts without zonular weakness as a normal zonule group were enroll from June 2022 to June 2023 at Beijing Tongren Hospital.All patients underwent routine preoperative ophthalmological examination including slit lamp microsopy, IOLMaster 700, ocular B-ultrasound and OCT.The anterior chamber depth (ACD), anterior chamber volume (ACV), lens thickness (LT), lens vault (LV), anterior chamber angle opening distance at 750 μm (AOD750), lens decentration and tilt, radius of curvature of the anterior lens surface (RAL), and radius of curvature of the posterior lens surface (RPL) of patients were measured with CASIA2 and compared between the two groups.The relationship between zonular weakness and anterior chamber parameters and lens parameters was evaluated by logistic regression analysis.This study followed the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Beijing Tongren Hospital (No.TRECKY2018-049), and all enrolled patients signed the informed consent form.Results:In the zonular weakness group, ACD, ACV, RAL, and AOD750 were (2.34±0.56)mm, (85.05±40.19)mm 3, 7.52 (7.13, 8.08)mm, and 0.27 (0.07, 0.30)mm, respectively, which were smaller than (3.13±0.38)mm, (127.75±38.15)mm 3, 9.28(8.51, 9.76)mm, and 0.52 (0.31, 0.65)mm in the normal zonule group, with statistically significant differences (all P<0.05).LT and LV in the zonular weakness group were (5.14±0.45)mm and (1.22±0.53)mm, respectively, which were larger than (4.27±0.52)mm and (0.32±0.30)mm in the normal zonule group, and the differences were statistically significant (both P<0.05).Magnitude of lens decentration and tilt in the zonular weakness were 0.34 (0.13, 0.45)mm and 6.44 (3.67, 7.32)°, respectively, which were significantly larger than 0.19 (0.12, 0.25)mm and 4.88 (3.85, 5.65)° in the normal zonule group (both P<0.05).No obvious pattern was found in the direction of decentration and tilt.Logistic regression analysis showed that LV and lens decentration were risk factors of zonular weakness (odds ratios [ OR]=706.170, 335.339; both P<0.05), and RAL was a protective factor of zonular weakness ( OR=0.239, P<0.05). Conclusions:Age-related cataract patients with zonular weakness often present with a decrease in ACV due to increased anterior convexity of the lens.Decreased RAL, increased lens decentration and elevated LV are risk factors for zonular weakness.
10.Risk assessment and mechanistic analysis of gastroesophageal reflux disease and rheumatoid arthritis:A Mendelian randomization and transcriptomics study
Yifeng XU ; Zhaoqi YAN ; Keke LI ; Liangji LIU
Chinese Journal of Immunology 2025;41(10):2403-2410,中插1-中插14
Objective:To investigate the causal relationship and pathogenesis between gastroesophageal reflux disease(GERD)and rheumatoid arthritis(RA).Methods:Genetic correlation between GERD and RA was evaluated using linkage disequi-librium score regression(LDSC),and potential causal relationship between GERD and RA was analyzed by Mendelian randomization(MR)method.GWAS data for GERD were obtained from the European Bioinformatics Institute,while GWAS data for RA were obtained from the FinnGen consortium and large-scale genome-wide association studies.Transcriptional analysis based on Genecard,DrugBank and GEO databases was then conducted to explore mechanisms of action for GERD and RA,and to identify potential biomarkers.Results:LDSC analysis result showed a genetic correlation between GERD and RA(rg=0.34,P=1.07E-20).Further MR analysis revealed a positive association between GERD and RA risk(OR=1.44,95%CI:1.27~1.63,P=1.17E-08),which was supported by validation data(OR=1.61,95%CI:1.34~1.94,P=3.56E-07).Conversely,there was no evidence to suggest that RA increases the risk of GERD.CXCL10 and EDNRB were identified as potential biomarkers for diagnosing RA in GERD patients.Conclusion:There is a positive causal relationship between GERD and RA,while not vice versa.Transcriptional data analysis indicated that CXCL10 and EDNRB can serve as novel biomarkers for diagnosing RA in GERD patients.

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