1.A human circulating immune cell landscape in aging and COVID-19.
Yingfeng ZHENG ; Xiuxing LIU ; Wenqing LE ; Lihui XIE ; He LI ; Wen WEN ; Si WANG ; Shuai MA ; Zhaohao HUANG ; Jinguo YE ; Wen SHI ; Yanxia YE ; Zunpeng LIU ; Moshi SONG ; Weiqi ZHANG ; Jing-Dong J HAN ; Juan Carlos Izpisua BELMONTE ; Chuanle XIAO ; Jing QU ; Hongyang WANG ; Guang-Hui LIU ; Wenru SU
Protein & Cell 2020;11(10):740-770
Age-associated changes in immune cells have been linked to an increased risk for infection. However, a global and detailed characterization of the changes that human circulating immune cells undergo with age is lacking. Here, we combined scRNA-seq, mass cytometry and scATAC-seq to compare immune cell types in peripheral blood collected from young and old subjects and patients with COVID-19. We found that the immune cell landscape was reprogrammed with age and was characterized by T cell polarization from naive and memory cells to effector, cytotoxic, exhausted and regulatory cells, along with increased late natural killer cells, age-associated B cells, inflammatory monocytes and age-associated dendritic cells. In addition, the expression of genes, which were implicated in coronavirus susceptibility, was upregulated in a cell subtype-specific manner with age. Notably, COVID-19 promoted age-induced immune cell polarization and gene expression related to inflammation and cellular senescence. Therefore, these findings suggest that a dysregulated immune system and increased gene expression associated with SARS-CoV-2 susceptibility may at least partially account for COVID-19 vulnerability in the elderly.
Adult
;
Aged
;
Aged, 80 and over
;
Aging
;
genetics
;
immunology
;
Betacoronavirus
;
CD4-Positive T-Lymphocytes
;
metabolism
;
Cell Lineage
;
Chromatin Assembly and Disassembly
;
Coronavirus Infections
;
immunology
;
Cytokine Release Syndrome
;
etiology
;
immunology
;
Cytokines
;
biosynthesis
;
genetics
;
Disease Susceptibility
;
Flow Cytometry
;
methods
;
Gene Expression Profiling
;
Gene Expression Regulation, Developmental
;
Gene Rearrangement
;
Humans
;
Immune System
;
cytology
;
growth & development
;
immunology
;
Immunocompetence
;
genetics
;
Inflammation
;
genetics
;
immunology
;
Mass Spectrometry
;
methods
;
Middle Aged
;
Pandemics
;
Pneumonia, Viral
;
immunology
;
Sequence Analysis, RNA
;
Single-Cell Analysis
;
Transcriptome
;
Young Adult
2.Single-cell Analysis of CAR-T Cell Activation Reveals A Mixed T1/T2 Response Independent of Differentiation.
Iva XHANGOLLI ; Burak DURA ; GeeHee LEE ; Dongjoo KIM ; Yang XIAO ; Rong FAN
Genomics, Proteomics & Bioinformatics 2019;17(2):129-139
The activation mechanism of chimeric antigen receptor (CAR)-engineered T cells may differ substantially from T cells carrying native T cell receptor, but this difference remains poorly understood. We present the first comprehensive portrait of single-cell level transcriptional and cytokine signatures of anti-CD19/4-1BB/CD28/CD3ζ CAR-T cells upon antigen-specific stimulation. Both CD4 helper T (T) cells and CD8 cytotoxic CAR-T cells are equally effective in directly killing target tumor cells and their cytotoxic activity is associated with the elevation of a range of T1 and T2 signature cytokines, e.g., interferon γ, tumor necrotic factor α, interleukin 5 (IL5), and IL13, as confirmed by the expression of master transcription factor genes TBX21 and GATA3. However, rather than conforming to stringent T1 or T2 subtypes, single-cell analysis reveals that the predominant response is a highly mixed T1/T2 function in the same cell. The regulatory T cell activity, although observed in a small fraction of activated cells, emerges from this hybrid T1/T2 population. Granulocyte-macrophage colony stimulating factor (GM-CSF) is produced from the majority of cells regardless of the polarization states, further contrasting CAR-T to classic T cells. Surprisingly, the cytokine response is minimally associated with differentiation status, although all major differentiation subsets such as naïve, central memory, effector memory, and effector are detected. All these suggest that the activation of CAR-engineered T cells is a canonical process that leads to a highly mixed response combining both type 1 and type 2 cytokines together with GM-CSF, supporting the notion that polyfunctional CAR-T cells correlate with objective response of patients in clinical trials. This work provides new insights into the mechanism of CAR activation and implies the necessity for cellular function assays to characterize the quality of CAR-T infusion products and monitor therapeutic responses in patients.
Antigens
;
metabolism
;
CTLA-4 Antigen
;
metabolism
;
Cell Differentiation
;
drug effects
;
Cell Line
;
Cytokines
;
metabolism
;
Cytotoxicity, Immunologic
;
drug effects
;
Granulocyte-Macrophage Colony-Stimulating Factor
;
pharmacology
;
Humans
;
Lymphocyte Activation
;
drug effects
;
immunology
;
Lymphocyte Subsets
;
drug effects
;
metabolism
;
Phenotype
;
Proteomics
;
Receptors, Chimeric Antigen
;
metabolism
;
Single-Cell Analysis
;
methods
;
T-Lymphocytes, Regulatory
;
drug effects
;
metabolism
;
Th1 Cells
;
cytology
;
drug effects
;
Th2 Cells
;
cytology
;
drug effects
;
Transcription, Genetic
;
drug effects
;
Up-Regulation
;
drug effects
3.Astragalus membranaceus improves therapeutic efficacy of asthmatic children by regulating the balance of Treg/Th17 cells.
Wei WANG ; Qing-Bin LIU ; Wei JING
Chinese Journal of Natural Medicines (English Ed.) 2019;17(4):252-263
Astragalus membranaceus may be a potential therapy for childhood asthma but its driving mechanism remains elusive. The main components of A. membranaceus were identified by HPLC. The children with asthma remission were divided into two combination group (control group, the combination of budesonide and terbutaline) and A. membranaceus group (treatment group, the combination of budesonide, terbutaline and A. membranaceus). The therapeutic results were compared between two groups after 3-month therapy. Porcine peripheral blood mononuclear cells (PBMCs) were isolated from venous blood by using density gradient centrifugation on percoll. The levels of FoxP3, EGF-β, IL-17 and IL-23 from PBMCs and serum IgE were measured. The relative percentage of Treg/Th17 cells was determined using flow cytometry. The main components of A. membranaceus were calycosin-7-O-glucoside, isoquercitrin, ononin, calycosin, quercetin, genistein, kaempferol, isorhamnetin and formononetin, all of which may contribute to asthma therapy. Lung function was significantly improved in the treatment group when compared with a control group (P < 0.05). The efficacy in preventing the occurrence of childhood asthma was higher in the treatment group than the control group (P < 0.05). The levels of IgE, IL-17 and IL-23 were reduced significantly in the treatment group when compared with the control group, while the levels of FoxP3 and TGF-β were increased in the treatment group when compared with the control group (P < 0.05). A. membranaceus increased the percentage of Treg cells and reduced the percentage of Th17 cells. A. membranaceus is potential natural product for improving the therapeutic efficacy of combination therapy of budesonide and terbutaline for the children with asthma remission by modulating the balance of Treg/Th17 cells.
Animals
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Asthma
;
drug therapy
;
immunology
;
Astragalus propinquus
;
chemistry
;
Budesonide
;
administration & dosage
;
Cells, Cultured
;
Child
;
Child, Preschool
;
Cytokines
;
metabolism
;
Drugs, Chinese Herbal
;
administration & dosage
;
pharmacology
;
Female
;
Humans
;
Immunologic Factors
;
administration & dosage
;
pharmacology
;
Leukocytes, Mononuclear
;
drug effects
;
metabolism
;
Lung
;
drug effects
;
physiology
;
Male
;
Swine
;
T-Lymphocytes, Regulatory
;
cytology
;
drug effects
;
Terbutaline
;
administration & dosage
;
Th17 Cells
;
cytology
;
drug effects
;
Treatment Outcome
4.Adoptive cell transfer therapy for hepatocellular carcinoma.
Renyu ZHANG ; Zhao ZHANG ; Zekun LIU ; Ding WEI ; Xiaodong WU ; Huijie BIAN ; Zhinan CHEN
Frontiers of Medicine 2019;13(1):3-11
Hepatocellular carcinoma (HCC) is one of the most common cancers worldwide. This malignancy is associated with poor prognosis and high mortality. Novel approaches for prolonging the overall survival of patients with advanced HCC are urgently needed. The antitumor activities of adoptive cell transfer therapy (ACT), such as strategies based on tumor-infiltrating lymphocytes and cytokine-induced killer cells, are more effective than those of traditional strategies. Currently, chimeric antigen receptor T-cell (CAR-T) immunotherapy has achieved numerous breakthroughs in the treatment of hematological malignancies, including relapsed or refractory lymphoblastic leukemia and refractory large B-cell lymphoma. Nevertheless, this approach only provides a modest benefit in the treatment of solid tumors. The clinical results of CAR-T immunotherapy for HCC that could be obtained at present are limited. Some published studies have demonstrated that CAR-T could inhibit tumor growth and cause severe side effects. In this review, we summarized the current application of ACT, the challenges encountered by CAR-T technology in HCC treatment, and some possible strategies for the future direction of immunotherapeutic research.
Adoptive Transfer
;
methods
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Carcinoma, Hepatocellular
;
immunology
;
therapy
;
Humans
;
Immunotherapy, Adoptive
;
methods
;
Liver Neoplasms
;
immunology
;
therapy
;
Lymphocytes, Tumor-Infiltrating
;
cytology
;
Randomized Controlled Trials as Topic
;
Receptors, Chimeric Antigen
;
T-Lymphocytes
;
cytology
5.Noni (Morinda citrifolia L.) fruit juice delays immunosenescence in the lymphocytes in lymph nodes of old F344 rats.
Uday P PRATAP ; Hannah P PRIYANKA ; Karthik R RAMANATHAN ; Vishak RAMAN ; Lalgi HIMA ; Srinivasan THYAGARAJAN
Journal of Integrative Medicine 2018;16(3):199-207
OBJECTIVEAging is associated with the development of diseases because of immunosuppression and altered functioning of the neuroendocrine system. The medicinal properties of Morinda citrifolia L. have been widely exploited for the treatment of age-associated diseases. This study aims to investigate the in vitro and in vivo effects of noni (M. citrifolia) fruit juice (NFJ) on neuro-immunomodulation in the lymph node lymphocytes of F344 rats.
METHODSLymphocytes isolated from axillary and inguinal lymph nodes of young (3-4 months) and old (18-21 months) rats were treated in vitro with different concentrations (0.0001%, 0.01%, and 1%) of NFJ for a period of 24 h. In the in vivo study, old (16-17 months) male F344 rats were treated with 5 mL/kg body weight of 5%, 10% and 20% of NFJ, twice a day, by oral gavage, and lymph node lymphocytes were isolated after 60 d. Concanavalin A (Con A)-induced lymphocyte proliferation, interleukin-2 (IL-2) and interferon-γ (IFN-γ) production and expression of intracellular markers, such as phospho-extracellular signal-regulated kinase (p-ERK1/2), phospho-cAMP response element-binding protein, phospho-protein kinase B (p-Akt), phospho-tyrosine hydroxylase (p-TH), phospho-nuclear factor of κ light polypeptide gene enhancer in B-cells inhibitor-α (p-IκB-α) and phospho-nuclear factor-κB (p-NF-κB p65 and p50) were examined in the lymphocytes of lymph nodes.
RESULTSNFJ increased Con A-induced lymphocyte proliferation, IL-2 and IFN-γ production, and p-ERK1/2 expression both in vitro and in vivo. In in vivo NFJ-treated old rats, lymph node lymphocytes showed increased expression of p-TH and Akt, nitric oxide production and decreased expression of p-NF-κB p65 and p50.
CONCLUSIONThese results suggest that the immunostimulatory properties of NFJ are facilitated through intracellular signaling pathways involving ERK1/2, Akt and NF-κB.
Adjuvants, Immunologic ; metabolism ; Aging ; immunology ; metabolism ; Animals ; Cell Proliferation ; Fruit ; chemistry ; metabolism ; Fruit and Vegetable Juices ; analysis ; Humans ; Interleukin-2 ; immunology ; Lymph Nodes ; cytology ; immunology ; Lymphocytes ; cytology ; immunology ; Male ; Morinda ; chemistry ; metabolism ; NF-kappa B ; immunology ; Plant Preparations ; metabolism ; Rats ; Rats, Inbred F344 ; Transcription Factor RelA ; immunology
6.Effect of JQ1 on expression of autoimmune-related genes in CD4+T cells of systemic lupus erythematosus.
Xiaofei GAO ; Keqin GAO ; Jiali WU ; Ming ZHAO
Journal of Central South University(Medical Sciences) 2018;43(7):704-710
To investigate the effect of bromodomain and extra-terminal (BET) protein inhibitor JQ1 on expression of autoimmune-related genes in CD4+T cells from patients with systemic lupus erythematosus (SLE).
Methods: Peripheral CD4+T cells were isolated by positive selection with CD4 microbeads. The percentage of CD4+T cells were detected by flow cytometry. CD4+T cells were treated by JQ1 at 100 nm/L for 6, 24, 48 h. The expression of T cell-related genes was measured by quantitative real-time PCR (qPCR). The secretion levels of cytokines in culture supernatant were measured by ELISA at 48 h.
Results: The percentage of CD4+T cells isolated by CD4 microbeads is 97.2%. Compared with the control group, the mRNA expression levels of IFNG, IL-17F, IL-21, CXCR5 and FOXP3 were down-regulated at 6, 24 and 48 h (P<0.05), and IL-17A mRNA level was decreased at 6 and 24 h (P<0.01); while IL-4 mRNA level was up-regulated at 24, 48 h (P<0.01), and TGF-β1 mRNA level was up-regulated at 6 and 48 h (P<0.05) in SLE CD4+T cells treated with JQ1. The secretion levels of IFN-γ and IL-21 in JQ1-treated group were decreased significantly (P<0.05), while the secretion levels of IL-4 and TGF-β were up-regulated compared with control group (P<0.05).
Conclusion: JQ1 can reverse the immune dysregulation and improve the immunity homeostasis in CD4+T cells from patients with SLE.
Azepines
;
pharmacology
;
CD4 Lymphocyte Count
;
CD4-Positive T-Lymphocytes
;
cytology
;
drug effects
;
metabolism
;
Cytokines
;
analysis
;
metabolism
;
Flow Cytometry
;
Humans
;
Interferon-gamma
;
metabolism
;
Lupus Erythematosus, Systemic
;
immunology
;
metabolism
;
Proteins
;
antagonists & inhibitors
;
RNA, Messenger
;
metabolism
;
Time Factors
;
Transforming Growth Factor beta1
;
Triazoles
;
pharmacology
7.Effect of methotrexate on regulation for the number of regulatory T cells and expression of Foxp3 in psoriasis.
Yehong KUANG ; Heng ZHANG ; Wu ZHU ; Lisha WU ; Wangqing CHEN ; Yan LU ; Qunshi QIN ; Xuekun JIA ; Liqiu LIAO
Journal of Central South University(Medical Sciences) 2018;43(8):835-842
To explore the role of methotrexate (MTX) in regulating the number of regulatory T cells (Treg) and the mRNA expression of transcription factor Foxp3.
Methods: 1) We analyzed the number of Treg and the mRNA expression of Foxp3 by flow cytometry (FCM) and quantitative real-time PCR (qRT-PCR) respectively in patients with psoriasis vulgaris, patients with psoriasis vulgaris after the 8-week treatment of MTX, and healthy people. 2) BALB/c female mice were smeared with imiquimod (IMQ) cream for 6 days. We recorded the change of the lesion in mice every day. The morphological changes of lesion in mice were evaluated by the psoriasis area and severity index (PASI) and HE staining. 3) The mouse model was randomly divided into a control group and an MTX group. The MTX group was treated with different doses of MTX (38.5 and 77.0 nmol/L) on the third day of this experiment. The morphological changes of lesion in mice were evaluated by PASI and HE staining. We tested the number of Treg and the expression level of Foxp3 mRNA in splenic lymphocytes.
Results: 1) The number of Treg and the expression level of Foxp3 mRNA were lower in psoriasis vulgaris patients than those in the healthy control group (P<0.05). After 8-week treatment of MTX, the number of Treg was increased (P<0.05) and Foxp3 mRNA level was up-regulated (P<0.01). 2) Typical psoriasis-like skin lesions, such as red scaly skin plaque were found after topical application of IMQ. Both the number of Treg in the splenic lymphocytes of mice and the Foxp3 mRNA level of Treg were reduced by IMQ (P<0.01 and P<0.05). 3) Different doses of MTX for mice showed the ability to improve skin lesion, increase the number of Treg in the spleen of mice and Foxp3 mRNA level in psoriatic dermatitis of mice (P<0.05).
Conclusion: MTX is able to regulate the number of Treg and Foxp3 mRNA expression in psoriasis.
Adjuvants, Immunologic
;
pharmacology
;
Aminoquinolines
;
pharmacology
;
Animals
;
Case-Control Studies
;
Female
;
Forkhead Transcription Factors
;
metabolism
;
Humans
;
Imiquimod
;
Immunosuppressive Agents
;
administration & dosage
;
pharmacology
;
Lymphocyte Count
;
Methotrexate
;
administration & dosage
;
pharmacology
;
Mice
;
Mice, Inbred BALB C
;
Psoriasis
;
drug therapy
;
immunology
;
metabolism
;
pathology
;
RNA, Messenger
;
metabolism
;
Random Allocation
;
Spleen
;
cytology
;
T-Lymphocytes, Regulatory
;
cytology
;
drug effects
;
metabolism
8.Prognostic Value of Neutrophil-to-lymphocyte Ratio in Patients with Lung Adenocarcinoma Treated with Radical Dissection.
Gaoxiang WANG ; Ran XIONG ; Hanran WU ; Guangwen XU ; Caiwei LI ; Xiaohui SUN ; Mingran XIE
Chinese Journal of Lung Cancer 2018;21(8):588-593
BACKGROUND:
Previous studies have shown that the neutrophil-to-lymphocyte ratio (NLR) has a significant impact on the prognosis of many malignant tumors such as gastric cancer, colorectal cancer and pancreatic cancer, but the study on the prognosis of patients with resectable lung adenocarcinoma is less. The aim of this study is to investigate the correlation between the NLR and the clinicopathologic features of adenocarcinoma of lung patients who underwent radical pneumonectomy. Furthermore, this study aimed to clarify the predictive and prognostic significance of NLR in patients who underwent pneumonectomy for lung adenocarcinoma.
METHODS:
This study reviewed the medical records of 163 patients with lung adenocarcinoma who underwent pneumonectomy. The receiver operating characteristic (ROC) curve and Youden index were used to determine the cut-off value of the NLR. Survival curves were described by Kaplan-Meier method and compared by Log-rank test. The univariate and multivariate analyses were performed with the Cox proportional hazard model to identify the prognostic factors.
RESULTS:
When the NLR value was 2.96, the Youden index was maximal, with a sensitivity of 77.5% and a specificity of 75.9%. The 5-year survival rate in the low NLR group was higher than that in the high NLR group (P<0.05). The univariate and multivariate analyses showed that TNM staging and NLR were independent factors in predicting survival rate.
CONCLUSIONS
The NLR value was a simple and useful tool to predict the prognosis of lung adenocarcinoma after radical pneumonectomy.
Adenocarcinoma
;
diagnosis
;
immunology
;
pathology
;
surgery
;
Adenocarcinoma of Lung
;
Aged
;
Cell Count
;
Female
;
Follow-Up Studies
;
Humans
;
Kaplan-Meier Estimate
;
Lung Neoplasms
;
diagnosis
;
immunology
;
pathology
;
surgery
;
Lymphocytes
;
cytology
;
Male
;
Middle Aged
;
Neoplasm Staging
;
Neutrophils
;
cytology
;
Pneumonectomy
;
Prognosis
;
ROC Curve
;
Retrospective Studies
9.Immunoregulatory Effect of Adipose Mesenchymal Stem Cells on Peripheral Blood Lymphocytes in Psoriasis Vulgaris Patients.
Xiu Ping YIN ; Rong Jia ZHU ; Chen ZHUANG ; Shuo WANG ; Chun Hua ZHAO ; Ping SONG
Acta Academiae Medicinae Sinicae 2018;40(6):790-796
Objective To investigate the effect of adipose mesenchymal stem cells(AMSCs) on the peripheral blood lymphocyte(PBL) in psoriasis vulgaris(PV) patients and the expression and secretion profiles of related inflammatory cytokines in the PBL.Methods AMSCs from three PV patients were co-cultured with PBL. Peripheral blood regulatory cells(Treg) and T helper cell 17(Th17)ratio was measured by flow cytometry. The anti- and pro-inflammatory cytokines expressed and secreted by PBL were detected by quantitative real-time polymerase chain reaction(qRT-PCR) and enzyme-linked immunosorbent assay(ELISA).Results The Treg/total lymphocyte ratio was significantly higher in the healthy people AMSCs+PBL co-culture group[(3.2±0.5)%;P=0.001],but AMSCs in patients had a tendency to promote the proliferation of Treg cells [(1.3±0.2)%],with no significant difference(P=0.485) when compared with the PBL culture alone group[(1.0±0.1)%]. qRT-PCR showed that the ability of PBL in expressing Treg transcription factor forkhead box p3 and transforming growth factor(TGF)-Β mRNA was significantly lower in psoriasis AMSCs+PBL co-culture group than in the healthy people AMSCs+PBL co-culture group(P=0.00,P=0.03),AMSCs had a tendency to promote the expression of interlukin(IL)-10 in peripheral blood lymphocytes,but there was no significant difference(P=0.09).ELISA showed the PBL in healthy people AMSCs+PBL co-culture group secreted the anti-inflammatory cytokine IL-10[(156.9±41.8) ng/Μl] and TGF-Β[(2774.1 ± 526.4) ng/Μl];in contrast,the abilities of PBL in PV patient AMSCs+PBL co-culture group in secreting the anti-inflammatory cytokines has a downward trend:IL-10[(90.4±28.8) ng/Μl] and TGF-Β[(1597.9±55.7) ng/Μl],although the differences were not statistically significant. After the co-culture,the proportion of Th17 cells in the psoriasis AMSCs+PBL co-culture group[(0.8±0.3)%] showed a decreasing trend when compared with the PBL culture alone group[(1.1±0.1)%],although the results were not statistically significant. Also,the proportion of Th17 cells showed no significant difference between PV patient AMSCs+PBL co-culture group and healthy people AMSCs+PBL co-culture group. Finally,both the psoriasis AMSCs+PBL co-culture group and the healthy people AMSCs+PBL co-culture group showed no obvious inhibitory effect on the expression and secretion of Th17 transcription factor retinoid-related orphan nuclear receptor Γt and pro-inflammatory cytokines IL-17 and IL-23 in PBL,and there was no significant difference between these two groups.Conclusions AMSCs in PV patients have decreased ability in regulating the anti-inflammatory function of peripheral blood Treg lymphocytes. However,they have no effect on the proinflammatory effect of peripheral blood Th17 lymphocytes.
Adipose Tissue
;
cytology
;
Cytokines
;
immunology
;
Forkhead Transcription Factors
;
immunology
;
Humans
;
Inflammation
;
immunology
;
Mesenchymal Stem Cells
;
cytology
;
Psoriasis
;
immunology
;
T-Lymphocytes, Regulatory
;
immunology
;
Th17 Cells
;
immunology
10.Transcriptomic microarray profiling of peripheral CD4+ T cells from asthmatic patients.
Min ZHU ; Min HE ; Yarong HE ; Yulin JI
Chinese Journal of Medical Genetics 2018;35(6):828-831
OBJECTIVE:
To identify differentially expressed genes in peripheral blood mononuclear cells between patients with continuous mild-to-moderate asthma and healthy controls using mRNA microarray in order to explore the underlying signaling pathways and clarify the roles of CD4+ T cells in the pathogenesis of asthma.
METHODS:
Global transcriptomic profiles of the CD4+ T cells were defined by using Agilent Sure Print G3 Human GE 8×60K microarray. Enrichment pathways were analyzed with Ingenuity Pathway Analysis (IPA) software.
RESULTS:
Compared with controls, 805 genes were up-regulated, 192 were down-regulated in asthma patients. Among these, the expression of 38 annotated genes have varied by 4 times or more. Expression of CD300A was inversely proportional to the absolute value of eosinophils (r=-0.89, P=0.02) as well as the proportion of eosinophils (r=-0.94, P=0.004), while CSF1R was inversely proportional to PD20 (r=-0.83, P=0.04) and AQLQ (r=-0.88, P=0.02) by correlation analysis.
CONCLUSION
Numerous pathophysiological pathways may be involved in the pathogenesis of asthma. Above findings have provided a basis for the delineation the pathogenesis of asthma.
Antigens, CD
;
genetics
;
Asthma
;
immunology
;
CD4-Positive T-Lymphocytes
;
cytology
;
Case-Control Studies
;
Eosinophils
;
Gene Expression Profiling
;
Humans
;
Leukocytes, Mononuclear
;
Oligonucleotide Array Sequence Analysis
;
Receptors, Granulocyte-Macrophage Colony-Stimulating Factor
;
genetics
;
Receptors, Immunologic
;
genetics
;
Transcriptome

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