1.Correlation analysis of cell-free DNA in gingival crevicular fluid with periodontal clinical indicators and cyclic guanosine phosphate-adenosine phosphate synthase-stimulator of interferon genes signaling pathway.
Lan CHEN ; Xuanzhi ZHU ; Jieyu ZHOU ; Jiyao LI ; Lei ZHAO
West China Journal of Stomatology 2025;43(6):808-818
OBJECTIVES:
This study aims to explore the potential relationships of cell-free DNA (cfDNA) in gingival crevicular fluid (GCF) with periodontal clinical indicators and the expression of DNA receptor pathway cyclic guanosine phosphate-adenosine phosphate synthase (cGAS)-stimulator of interferon genes (STING) in gingival tissues and human gingival fibroblasts (HGFs).
METHODS:
GCF and gingival tissue samples were collected from periodontally healthy individuals and patients diagnosed with periodontitis. Periodontal clinical indicators were recorded, including plaque index (PLT), bleeding index (BI), probing depth (PD), and clinical attachment level (CAL). The concentration of cfDNA in GCF was quantified, and the correlation between GCF and periodontal clinical indicators was analyzed. Immunofluorescence and reverse transcription-quantitative polymerase chain reaction (RT-qPCR) were used to assess the distribution of cGAS, STING, and p-STING in gingival tissues. Additionally, the mRNA expression levels of the key components of the cGAS-STING signaling pathway, namely, cGAS, STING, inhibitory of kappa-B kinase (IKK), nuclear factor kappa-B p65 (NF-κB p65), interleukin (IL)-1β, IL-6, and tumor necrosis factor-α (TNF-α), were measured. Furthermore, cfDNA extracted from GCF was employed to stimulate HGFs in the healthy control and periodontitis groups, and the mRNA expression levels of the key molecules of cGAS-STING signaling pathway were detected through Western blot and RT-qPCR.
RESULTS:
The concentration of cfDNA in GCF was found to be significantly elevated in the periodontitis group compared with the control group. Moreover, cfDNA concentration demonstrated a strong positive correlation with the periodontal clinical indicators. Immunofluorescence analysis revealed considerably increased percentage of fluorescence co-localization of cGAS, STING, and p-STING with the gingival fibroblast FSP-1 marker in the gingival tissues of the periodontitis group. The mRNA expression levels of cGAS, STING, IKK, NF-κB p65, IL-1β, IL-6,and TNF-α were significantly higher in the periodontitis group. In vitro stimulation of HGFs with GCF-derived cfDNA resulted in increased protein expression of cGAS and p-STING and considerably upregulated the mRNA expression levels of cGAS, STING, IKK, NF-κB p65, IL-1β, IL-6, and TNF-α in the healthy and periodontitis groups compared with the blank group. Correlation analysis showed that the concentration of cfDNA at the sampling site was positively correlated with the mRNA expression levels of cGAS, STING, NF-κB p65, and IL-6 in gingival tissues.
CONCLUSIONS
cfDNA concentrations in the GCF of patients with periodontitis are considerably elevated, and are associated with the activation of the cGAS-STING signaling pathway in HGFs. These findings suggest that cfDNA contributes to the progression of periodontitis.
Humans
;
Gingival Crevicular Fluid/metabolism*
;
Signal Transduction
;
Gingiva/cytology*
;
Nucleotidyltransferases/genetics*
;
Membrane Proteins/genetics*
;
Cell-Free Nucleic Acids/analysis*
;
Fibroblasts/metabolism*
;
Tumor Necrosis Factor-alpha/metabolism*
;
Periodontitis/metabolism*
;
Interleukin-1beta/metabolism*
;
Interleukin-6/metabolism*
;
Adult
;
RNA, Messenger/metabolism*
;
Male
;
Female
2.Advances of virus-like particles as mRNA delivery vectors.
Xinyu LIN ; Shuling REN ; Tingdong LI ; Shengxiang GE
Chinese Journal of Biotechnology 2025;41(4):1268-1279
With the continuous development of messenger RNA (mRNA) technology, mRNA-based drugs have shown broad application prospects in recent years. Since mRNA is easy to be degraded and difficult to enter cells directly, the mRNA delivery vectors have always been one of the focuses in the development of mRNA-based drugs. Although lipid nanoparticles (LNPs) have been widely used for the delivery of mRNA, they tend to accumulate in the liver, and repeated administration can easily induce inflammatory response which leads to tissue damage. Compared with LNPs, virus-like particles (VLPs) have the advantages of high biocompatibility and safety, being expected to offer new solutions for mRNA delivery. Based on the practical application requirements, this review summarized the research progress in VLPs according to the mRNA delivery steps: particle assembly, delivery into cells, and intracellular release. We hope to provide a basis and design ideas for the development of new VLPs as delivery vectors, promote the application of VLPs in mRNA delivery, and provide new possibilities for the research and application of mRNA-based therapeutics.
RNA, Messenger/administration & dosage*
;
Humans
;
Nanoparticles/chemistry*
;
Genetic Vectors
;
Lipids/chemistry*
;
Drug Delivery Systems/methods*
;
Virion
;
Animals
;
Gene Transfer Techniques
;
Liposomes
3.Preparation and antitumor activity characterization of oncolytic nanoparticles encapsulating CVA21.
Yinping WANG ; Qiying CAI ; Jingjing ZHOU ; Xiaodi ZHENG ; Linkang CAI ; Yang WANG ; Binlei LIU
Chinese Journal of Biotechnology 2025;41(4):1395-1414
This study aims to investigate the potential of oncolytic nanoparticles encapsulating Coxsackievirus A21 (CVA21) full-genome mRNA (CVA21@ONP) to resurrect CVA21 and induce apoptosis in host cells, as well as the antitumor immune effects of CVA21@ONP in immunocompetent tumor-bearing BALB/c mice. We used lipid nanoparticles (LNPs) to encapsulate CVA21 full-genome mRNA, thus preparing CVA21@ONP. The killing efficacy of CVA21@ONP was determined by the plaque assay and cell counting kit-8 (CCK-8), and the apoptosis in HT29 and CT26-iRFP cells was evaluated by flow cytometry. Mice were administrated with CVA21@ONP at high and low doses intratumorally, and the growth of tumors expressing infra-red fluorescent protein (iRFP) was monitored. Additionally, the types and changes of immune cells in the spleen were analyzed by flow cytometry. The results demonstrated that CVA21@ONP successfully resurrected CVA21 in both HT29 and U87MG cells. The plaque assay revealed robust killing effects of CVA21@ONP against both human and murine cell lines, and flow cytometry results showed increased early and late apoptotic cells. Notably, intratumoral detection revealed significantly down-regulated expression of iRFP in both high- and low-dose CVA21@ONP groups. Flow cytometry results further indicated that CVA21@ONP treatment effectively reduced the levels of immunosuppressive cells, including myeloid-derived suppressor cells (MDSCs) and regulatory T cells (Tregs), in the spleen, while enhancing T cell-dependent antitumor immune responses. These findings suggest that CVA21@ONP can replicate and survive extensively both in vitro and in vivo, activating the immune system of mice administrated with CVA21@ONP to target cells at the tumor site, thereby remodeling the tumor immune microenvironment and accelerating the suppression or even complete regression of tumors. The oncolytic performance of CVA21@ONP has been verified through intratumoral injection administration in this study, aimed at further exploring its therapeutic potential and promoting the development of the field of tumor treatment.
Animals
;
Nanoparticles/chemistry*
;
Mice
;
Mice, Inbred BALB C
;
Humans
;
Apoptosis
;
Oncolytic Viruses/genetics*
;
Oncolytic Virotherapy/methods*
;
Cell Line, Tumor
;
RNA, Messenger/genetics*
;
HT29 Cells
4.m6A modification regulates PLK1 expression and mitosis.
Xiaoli CHANG ; Xin YAN ; Zhenyu YANG ; Shuwen CHENG ; Xiaofeng ZHU ; Zhantong TANG ; Wenxia TIAN ; Yujun ZHAO ; Yongbo PAN ; Shan GAO
Chinese Journal of Biotechnology 2025;41(4):1559-1572
N6-methyladenosine (m6A) modification plays a critical role in cell cycle regulation, while the mechanism of m6A in regulating mitosis remains underexplored. Here, we found that the total m6A modification level in cells increased during mitosis by the liquid chromatography-mass spectrometry/mass spectrometry and m6A dot blot assays. Silencing methyltransferase-like 3 (METTL3) or METTL14 results in delayed mitosis, abnormal spindle assembly, and chromosome segregation defects by the immunofluorescence. By analyzing transcriptome-wide m6A targets in HeLa cells, we identified polo-like kinase 1 (PLK1) as a key gene modified by m6A in regulating mitosis. Specifically, through immunoblotting and RNA pulldown, m6A modification inhibits PLK1 translation via YTH N6-methyladenosine RNA binding protein 1, thus mediating cell cycle homeostasis. Demethylation of PLK1 mRNA leads to significant mitotic abnormalities. These findings highlight the critical role of m6A in regulating mitosis and the potential of m6A as a therapeutic target in proliferative diseases such as cancer.
Humans
;
Polo-Like Kinase 1
;
Cell Cycle Proteins/metabolism*
;
Proto-Oncogene Proteins/metabolism*
;
Protein Serine-Threonine Kinases/metabolism*
;
Mitosis/physiology*
;
HeLa Cells
;
Adenosine/genetics*
;
Methyltransferases/metabolism*
;
RNA, Messenger/metabolism*
;
RNA-Binding Proteins/metabolism*
5.Expression efficiency of three DNA plamids and their mRNAs expressing foot-and-mouth disease virus (FMDV) antigenic proteins.
Lixin JIANG ; Haiyun LIU ; Yifan LIU ; Yuqing MA ; Shiqi SUN ; Zezhong ZHENG ; Huichen GUO
Chinese Journal of Biotechnology 2025;41(7):2623-2633
Foot-and-mouth disease (FMD) is one of the major animal infectious diseases in the world. All cloven-hoofed animals are susceptible to FMD. Vaccination is still the first choice for the prevention and control of FMD. mRNA vaccines can be rapidly designed, synthesized, and produced on a large scale in vitro, and they can induce effective protective immune responses, demonstrating the advantages of rapid development, easy preparation, and low biosafety risks. The design of untranslated regions is a key to enhancing the expression and efficacy of mRNA vaccines. In order to generate an efficient FMD mRNA vaccine, we designed three FMD P12A3C expression vectors with different untranslated regions and synthesized corresponding mRNAs. By comparing expression efficiency of these vectors and their mRNAs at different time points and in different cell lines, we found that the mRNA P12A3C-UTR3 had the best expression and universality. This study laid a foundation for the development of mRNA vaccines against FMD and provided a theoretical basis for the optimal sequence design of efficient mRNA.
Foot-and-Mouth Disease Virus/genetics*
;
Animals
;
RNA, Messenger/biosynthesis*
;
Foot-and-Mouth Disease/immunology*
;
Antigens, Viral/biosynthesis*
;
Viral Vaccines/biosynthesis*
;
Genetic Vectors/genetics*
;
Cell Line
;
Vaccines, DNA/immunology*
6.Development and immunogenicity evaluation in mice of a novel mRNA vaccine expressing herpes simplex virus type 2 envelope glycoprotein gD.
Jialuo BING ; Liye JIN ; Yao DENG ; Shucai SUN ; Xiaotian HAN ; Xueting CHENG ; Zhenyong QI ; Tangqi WANG ; Ruiwen HAN ; Desheng ZHAI ; Wenjie TAN
Chinese Journal of Biotechnology 2025;41(8):3241-3251
Human alphaherpesvirus 2 (HSV-2) is the main pathogen resulting human genital herpes, which poses a major threat to the socio-economic development, while there is no effective vaccine. In this study, we developed a novel lipopolyplex (LPP)-delivered mRNA vaccine expressing the HSV-2 envelope glycoprotein gD and evaluated its immunogenicity in mice. The mRNA vaccine was prepared from the genetically modified gD mRNA synthesized in vitro combined with the LPP delivery platform and it was named gD-ORI mRNA. The expression of gD antigen in the mRNA vaccine was validated in vitro by Western blotting and indirect immunofluorescence assay, then the immune responses induced by this mRNA vaccine in mice were evaluated. The immunization with gD mRNA alone induced strong humoral and cellular immune responses in mice. Robust and long-lasting gD-specific IgG antibodies were detected in the mouse serum after booster immunization with gD-ORI mRNA. The immunized mice exhibited a Th1/Th2 balanced IgG response and robust neutralizing antibodies against HSV-2, and a clear dose-response relationship was observed. The gD-specific IgG antibodies were maintained in mice for a long time, up to 18 weeks post-booster immunization. At the same time, multifunctional gD-specific CD4+ and CD8+ T cells in vaccinated mice were detected by intracellular cytokine staining (ICS). This novel gD-expressing mRNA vaccine delivered by LPP induces strong and long-lasting immune responses in mice post booster immunization and has a promising prospect for development and application. This study provides scientific evidence and reference for the development of a new mRNA vaccine for HSV-2.
Animals
;
Herpesvirus 2, Human/genetics*
;
Viral Envelope Proteins/genetics*
;
Mice
;
Herpes Genitalis/immunology*
;
RNA, Messenger/immunology*
;
Female
;
Mice, Inbred BALB C
;
Antibodies, Viral/blood*
;
mRNA Vaccines/immunology*
;
Antibodies, Neutralizing/blood*
;
Humans
7.Correlations of MicroRNA-487a-3p and A Kinase-Interacting Protein 1 mRNA Levels in Endometrial Cancer Tissue With Patient Survival Within Five Years After Surgery.
Dan-Dan ZHAO ; Su-E ZHANG ; Li-Ye MIAO ; Yan WANG
Acta Academiae Medicinae Sinicae 2025;47(5):792-800
Objective To investigate the relationships of the expression of microRNA-487a-3p (miR-487a-3p) and A kinase-interacting protein 1 (AKIP1) mRNA in the endometrial cancer (EC) tissue with the patient survival within 5 years after surgery. Methods The EC tissue and adjacent normal tissue samples were collected from 130 EC patients who underwent surgical treatment at the Fourth Hospital of Shijiazhuang from September 2016 to April 2019.qRT-PCR was employed to determine the expression levels of miR-487a-3p and AKIP1 mRNA.The patients were followed up for 5 years after surgery to record the survival status.After removal of the patients who missed follow-up,78 surviving patients were recorded as the EC survival group,and 34 deceased patients were recorded as the EC death group.The dual luciferase reporter gene assay was conducted to verify the targeting relationship between miR-487a-3p and AKIP1 mRNA.Comparison was conducted for the expression levels of miR-487a-3p and AKIP1 mRNA between adjacent normal tissue and EC tissue,the expression levels of miR-487a-3p and AKIP1 mRNA in the EC tissue among patients with different clinical pathological parameters,and the clinical pathological parameters and the expression levels of miR-487a-3p and AKIP1 mRNA in the EC tissue between the EC survival group and the EC death group.The correlations of miR-487a-3p and AKIP1 mRNA levels in the EC tissue with the degree of tumor differentiation,International Federation of Gynecology and Obstetrics (FIGO) stage,lymph node metastasis,and depth of muscle invasion were analyzed.The relationships of miR-487a-3p and AKIP1 mRNA with patient prognosis and the risk factors affecting the survival of EC patients within 5 years after surgery were analyzed to evaluate the value of miR-487a-3p and AKIP1 mRNA levels in predicting the survival of EC patients within 5 years after survival. Results The EC tissue showed lower miR-487a-3p level (0.41±0.08 vs. 1.00±0.05;t=71.306,P<0.001) and higher AKIP1 mRNA level (2.35±0.37 vs. 1.00±0.03;t=41.465,P<0.001) than the adjacent normal tissue.The miR-487a-3p low expression group and AKIP1 mRNA high expression group had higher proportions of patients with low tumor differentiation,FIGO stage Ⅲ to Ⅳ,lymph node metastasis,and deep invasion of muscle layer than the miR-487a-3p high expression group and AKIP1 mRNA low expression group,respectively (all P<0.05).The results of dual luciferase reporter gene assay showed that the relative activity of luciferase in the miR-487a-3p small interfering RNA (siRNA)+AKIP1 mRNA-wild type (WT) group was higher than that in the miR-487a-3p empty vector+AKIP1 mRNA-WT group (2.85±0.19 vs. 1.00±0.04;t=23.339,P<0.001).There was no significant difference in the relative activity of luciferase between the miR-487a-3p empty vector+AKIP1 mRNA-mutant type (MUT) group and the miR-487a-3p siRNA+AKIP1 mRNA-MUT group (1.04±0.05 vs. 1.05±0.03;t=0.420,P=0.683).MiR-487a-3p in the EC tissue had negative correlations with AKIP1 mRNA,FIGO stage,lymph node metastasis,and depth of muscle invasion and a positive correlation with the degree of tumor differentiation (all P<0.001).AKIP1 mRNA had positive correlations with FIGO stage,lymph node metastasis,and depth of muscle invasion and a negative correlation with the degree of tumor differentiation (all P<0.001).The 5-year overall survival rates in the miR-487a-3p high expression group and AKIP1 mRNA low expression group (89.47% and 84.91%) were higher than those in the miR-487a-3p low expression group and AKIP1 mRNA high expression group (49.09% and 55.93%),respectively (both P<0.05).The EC death group had higher proportions of patients with low tumor differentiation,FIGO stage Ⅲ to Ⅳ,lymph node metastasis,and deep invasion of muscle layer,higher AKIP1 mRNA level in the EC tissue,and lower miR-487a-3p level than the EC survival group (all P<0.05).Low tumor differentiation,FIGO stage Ⅲ to Ⅳ,lymph node metastasis,deep invasion of muscle layer,low miR-487a-3p level,and high AKIP1 mRNA level were independent risk factors for the survival of EC patients within 5 years after surgery (all P<0.05).The area under curve (AUC) values of miR-487a-3p and AKIP1 mRNA alone (0.785 and 0.789,respectively) were lower than that of their combination (0.908) in predicting the survival of EC patients within 5 years after surgery (both P<0.05). Conclusion The EC tissue has a low miR-487a-3p level and a high AKIP1 mRNA level,both of which are correlated with clinicopathological parameters and prognosis and can be used to predict the survival of EC patients within 5 years after surgery.
Humans
;
Female
;
Endometrial Neoplasms/pathology*
;
MicroRNAs/genetics*
;
RNA, Messenger/genetics*
;
Adaptor Proteins, Signal Transducing/genetics*
;
Middle Aged
;
Survival Rate
;
Nuclear Proteins
8.Molecular mechanism underlying the protective effects of ischemic preconditioning in total knee arthroplasty.
Yongli WANG ; Bencai DU ; Xueliang HAN ; Lianjun QU
Chinese Journal of Traumatology 2025;28(4):257-268
PROPOSE:
To investigate the molecular mechanisms underlying the protective effects of ischemic preconditioning (IPC) in patients undergoing total knee arthroplasty.
METHODS:
GSE21164 was extracted from an online database, followed by an investigation of differentially expressed genes (DEGs) between IPC treatment samples at 2 time points (T0T and T1T). Function and pathway enrichment analyses were performed on the DEGs. A protein-protein interaction network was constructed to identify hub genes according to 5 different algorithms, followed by enrichment analysis. In addition, long noncoding RNAs (lncRNAs) were identified between the T0T and T1T samples. Furthermore, a competing endogenous RNA network was predicted based on the identified lncRNA-messenger RNA (mRNA), lncRNA-microRNA (miRNA), and mRNA-miRNA relationships revealed in this study. Finally, a drug-gene network was investigated. Statistical analyses were performed using GraphPad Prism 8.0. Differences between groups were determined using an unpaired t-test. p < 0.05 was considered significant.
RESULTS:
A total of 343 DEGs at T0 and 10 DEGs at T1 were identified and compared with their respective control groups, followed by 100 DEGs between T0T and T1T. Based on these 100 DEGs, protein-protein interaction network analysis revealed 9 hub genes, mainly with mitochondria-related functions and the carbon metabolism pathway. Six differentially expressed lncRNAs were investigated between T0T and T1T. A competing endogenous RNA network was constructed using 259 lncRNA-miRNA-mRNA interactions, including alpha-2-macroglobulin antisense RNA 1-miR-7161-5p-iron-sulfur cluster scaffold. Finally, 13 chemical drugs associated with the hub genes were explored.
CONCLUSION
Iron-sulfur cluster scaffold may promote IPC-induced ischemic tolerance mediated by alpha-2-macroglobulin antisense RNA 1-miR-7161-5p axis. Moreover, IPC may induce a protective response after total knee arthroplasty via mitochondria-related functions and the carbon metabolism pathway, which should be further validated in the near future.
Humans
;
Arthroplasty, Replacement, Knee
;
Ischemic Preconditioning
;
RNA, Long Noncoding/genetics*
;
Protein Interaction Maps
;
MicroRNAs/genetics*
;
RNA, Messenger/genetics*
;
Gene Regulatory Networks
9.Expression of GATA1 in bronchial asthma and its effect on the transcription regulation of the ORMDL3 gene.
Hu CHEN ; Jiao-Jiao LI ; Yue YUAN ; Rui JIN
Chinese Journal of Contemporary Pediatrics 2025;27(2):212-218
OBJECTIVES:
To study the expression of the transcription factor GATA1 in bronchial asthma (referred to as asthma) and its effect on the expression level of the asthma susceptibility gene orosomucoid 1-like protein 3 (ORMDL3), along with the underlying molecular mechanisms.
METHODS:
The study included 28 cases of moderate asthma, 46 cases of severe asthma, and 12 normal controls from the Gene Expression Omnibus (GEO) database. The mRNA expression levels of GATA1 and ORMDL3 were analyzed among the asthma patients and the normal controls, including their correlation. The pGL-185/58 plasmid was co-transfected with GATA1 gene siRNA (si-GATA1 group) and siRNA negative control (si-control group) into BEAS-2B cells. Bioinformatics methods were used to predict GATA1 binding sites in the promoter region of the ORMDL3 gene. The dual-luciferase reporter gene system was employed to assess the promoter activity of ORMDL3, while real-time quantitative PCR and Western blotting were used to measure the mRNA and protein expression levels of GATA1 and ORMDL3. Chromatin immunoprecipitation (ChIP) assays were conducted to determine whether GATA1 binds to the promoter region of ORMDL3.
RESULTS:
The expression levels of GATA1 and ORMDL3 mRNA were significantly higher in the severe asthma group compared to the normal control group (P<0.001). Positive correlations were observed between GATA1 mRNA and ORMDL3 mRNA expression levels in both the moderate and severe asthma groups (r=0.636 and 0.341, respectively; P<0.05). In BEAS-2B cells, the dual-luciferase reporter assay revealed that ORMDL3 promoter luciferase activity, as well as ORMDL3 mRNA and protein expression levels, were lower in the si-GATA1 group compared to the si-control group (P<0.05). ChIP assay results demonstrated that GATA1 could bind to the promoter region of ORMDL3.
CONCLUSIONS
The expression of GATA1 is increased in asthma patients, which may regulate the promoter activity and expression of the asthma susceptibility gene ORMDL3.
Humans
;
Asthma/etiology*
;
GATA1 Transcription Factor/analysis*
;
Membrane Proteins/physiology*
;
Male
;
Female
;
Promoter Regions, Genetic
;
Child
;
Transcription, Genetic
;
Gene Expression Regulation
;
Adolescent
;
RNA, Messenger/analysis*
10.The function of circular RNA-microRNA-messenger RNA immune regulatory network in childhood allergic asthma.
Sai-Hua HUANG ; Jin-Tao ZHOU ; Yan WANG ; Xiao HAN
Chinese Journal of Contemporary Pediatrics 2025;27(8):936-944
OBJECTIVES:
To investigate the potential circular RNA (circRNA)-microRNA (miRNA)-messenger RNA (mRNA) immune regulatory network in childhood allergic asthma by analyzing microarray datasets.
METHODS:
GEO database was used to obtain the datasets of circRNA, miRNA, and mRNA from children with allergic asthma and healthy controls. The Limma package was used to identify differentially expressed circRNA (DEcircRNA), miRNA (DEmiRNA), and mRNA (DEmRNA). ENCORI and other tools were used to predict and construct the regulatory network of endogenous RNA. The DAVID database was used to perform GO and KEGG enrichment analyses, and CIBERSORT and Pearson were used to identify genes associated with immune cell infiltration.
RESULTS:
A total of 130 DEcircRNAs, 40 DEmiRNAs, and 802 DEmRNAs were identified between the asthma and control groups, and a regulatory network consisting of 12 circRNAs, 7 miRNAs, and 75 mRNAs was established. The GO analysis showed that the differentially expressed genes were mainly involved in the regulation of growth and development, and the KEGG analysis showed that they were mainly involved in the mTOR signaling pathway. The CIBERSORT analysis showed that compared with the control group, the asthma group had higher percentages of CD8+ T cells and resting NK cells and lower percentages of resting CD4+ memory T cells and activated mast cells. In addition, the Pearson correlation analysis identified six key mRNAs that were positively correlated with immune cell infiltration.
CONCLUSIONS
The ceRNA immune regulatory network constructed in this study provides a basis for research on the mechanism of childhood allergic asthma and potential therapeutic targets.
Humans
;
Asthma/genetics*
;
RNA, Circular/physiology*
;
MicroRNAs/physiology*
;
Child
;
Gene Regulatory Networks
;
RNA, Messenger/physiology*
;
RNA/physiology*
;
Male
;
Female
;
Child, Preschool

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