RNA-Seq, RNA sequencing

RNA - seq,RNA 测序
  • 文章类型: Journal Article
    为了提高对儿童特应性皮炎分子机制的理解和挖掘以前未知的生物标志物,通过RNA测序在患有特应性皮炎的婴儿和年龄匹配的对照中产生PBMC基因表达谱。共发现178个显著差异表达基因(DEGs)(115个上调和63个下调),与健康对照组相比。确定的DEG包括IL1β,TNF,TREM1、IL18R1和IL18RAP。通过实时RT-qPCR在来自患有<12个月的特应性皮炎的婴儿的PBMC的大量样品中验证DEGs。使用DAVID(数据库注释,可视化和集成发现)数据库,进行了DEGs的功能和途径富集分析。基因本体论富集分析表明,DEGs与免疫反应有关,炎症反应,调节免疫反应,和血小板活化。通路分析表明,DEGs富含细胞因子-细胞因子受体相互作用,淋巴细胞和非淋巴细胞之间的免疫调节相互作用,造血细胞谱系,磷酸肌醇3-激酶-蛋白激酶B信号通路,NK细胞介导的细胞毒性,和血小板活化。此外,使用STRING(检索相互作用基因/蛋白质的搜索工具)数据库预测蛋白质-蛋白质相互作用网络,并使用Cytoscape软件进行可视化。最后,在蛋白质-蛋白质相互作用网络的基础上,选择了18个hub基因,并获得了两个重要的模块。总之,这项研究揭示了儿童特应性皮炎的分子机制,并可能提供诊断生物标志物和治疗靶点。
    To enhance the understanding of molecular mechanisms and mine previously unidentified biomarkers of pediatric atopic dermatitis, PBMC gene expression profiles were generated by RNA sequencing in infants with atopic dermatitis and age-matched controls. A total of 178 significantly differentially expressed genes (DEGs) (115 upregulations and 63 downregulations) were seen, compared with those in healthy controls. The DEGs identified included IL1β, TNF, TREM1, IL18R1, and IL18RAP. DEGs were validated by real-time RT- qPCR in a larger number of samples from PBMCs of infants with atopic dermatitis aged <12 months. Using the DAVID (Database for Annotation, Visualization and Integrated Discovery) database, functional and pathway enrichment analyses of DEGs were performed. Gene ontology enrichment analysis showed that DEGs were associated with immune responses, inflammatory responses, regulation of immune responses, and platelet activation. Pathway analysis indicated that DEGs were enriched in cytokine‒cytokine receptor interaction, immunoregulatory interactions between lymphoid and nonlymphoid cells, hematopoietic cell lineage, phosphoinositide 3-kinase‒protein kinase B signaling pathway, NK cell‒mediated cytotoxicity, and platelet activation. Furthermore, the protein‒protein interaction network was predicted using the STRING (Search Tool for the Retrieval of Interacting Genes/Proteins) database and visualized with Cytoscape software. Finally, on the basis of the protein‒protein interaction network, 18 hub genes were selected, and two significant modules were obtained. In conclusion, this study sheds light on the molecular mechanisms of pediatric atopic dermatitis and may provide diagnostic biomarkers and therapeutic targets.
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  • 文章类型: Journal Article
    未经证实:神经系统并发症严重影响心脏骤停体外心肺复苏(ECPR)患者的生存率和生活质量。这项研究旨在重新利用选择性低温脑灌注(SHCP)作为保护这些患者大脑的新方法。
    未经授权:大鼠被随机分配到假,ECPR,和SHCP联合ECPR(CP-ECPR)组。在ECPR小组中,在窒息心脏骤停后6分钟通过体外膜氧合进行循环复苏。监测生命体征3小时,身体和大脑温度保持在正常水平。在CP-ECPR组中,作为脑灌注的右颈动脉导管插入术与体外膜氧合装置连接,以实现选择性脑冷却(26-28°C)。评估脑损伤的血清标志物和海马的病理形态学变化。在ECPR和CP-ECPR组中,三个生物重复进一步接受RNA测序。检测脑组织和血清中的小胶质细胞活化和炎性细胞因子。
    UNASSIGNED:SHCP迅速降低脑靶向温度并显著减轻神经损伤。从脑损伤血清生物标志物水平的降低可以明显看出这一点,较低的病理评分,在CP-ECPR组中海马中存活更多的神经元。此外,根据京都基因百科全书和基因组通路分析,更多的炎症反应差异表达基因在功能上进行了聚类.并且SHCP降低了小胶质细胞的活化和促炎介质的释放。
    UNASSIGNED:我们的初步数据表明,SHCP可能作为一种潜在的治疗方法,通过下调ECPR患者的神经炎症来减轻脑损伤。
    UNASSIGNED: Neurologic complications seriously affect the survival rate and quality of life in patients with extracorporeal cardiopulmonary resuscitation (ECPR) undergoing cardiac arrest. This study aimed to repurpose selective hypothermic cerebral perfusion (SHCP) as a novel approach to protect the brains of these patients.
    UNASSIGNED: Rats were randomly allocated to Sham, ECPR, and SHCP combined ECPR (CP-ECPR) groups. In the ECPR group, circulatory resuscitation was performed at 6 minutes after asphyxial cardiac arrest by extracorporeal membrane oxygenation. The vital signs were monitored for 3 hours, and body and brain temperatures were maintained at the normal level. In the CP-ECPR group, the right carotid artery catheterization serving as cerebral perfusion was connected with the extracorporeal membrane oxygenation device to achieve selective brain cooling (26-28 °C). Serum markers of brain injury and pathomorphologic changes in the hippocampus were evaluated. Three biological replicates further received RNA sequencing in ECPR and CP-ECPR groups. Microglia activation and inflammatory cytokines in brain tissues and serum were detected.
    UNASSIGNED: SHCP rapidly reduced the brain-targeted temperature and significantly alleviated nerve injury. This was evident from the reduced brain injury serum biomarker levels, lower pathologic scores, and more surviving neurons in the hippocampus in the CP-ECPR group. Furthermore, more differentially expressed genes for inflammatory responses were clustered functionally according to Kyoto Encyclopedia of Genes and Genomes pathway analysis. And SHCP reduced microglia activation and the release of proinflammatory mediators.
    UNASSIGNED: Our preliminary data indicate that SHCP may serve as a potential therapy to attenuate brain injury via downregulation of neuroinflammation in patients with ECPR.
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  • 文章类型: Journal Article
    IL-17A抑制剂苏金单抗对于治疗牛皮癣是有效的。为了更好地理解其作用机制,我们调查了15例接受苏金单抗治疗的中重度斑块型银屑病患者对银屑病病变的影响.我们在12周的治疗中表征了整个皮损组织以及皮肤CD4和CD8T效应细胞和CD4T调节性细胞的纵向转录组变化。Secukinumab是临床有效的,并减少了IL17A的疾病相关过度表达,IL17F,IL23a,IL23R,和IFNG在整个组织中尽快在开始治疗后2周。IL17A在T细胞亚群中的过表达,主要是CD8+T细胞,也减少了。尽管苏金单抗治疗在治疗的第12周时解决了89-97%的牛皮癣相关表达差异,我们观察到参与IFN信号传导和金属硫蛋白合成的表达差异在该时间点仍未解决,以及参与IL-15信号传导的潜在治疗相关表达差异.这些变化伴随着基于RNA测序数据的去卷积的更广泛的免疫细胞组成的变化。总之,我们的研究揭示了病灶内的几种表型和细胞变化,这些变化是苏金单抗临床改善的基础.
    The IL-17A inhibitor secukinumab is efficacious for the treatment of psoriasis. To better understand its mechanism of action, we investigated its impact on psoriatic lesions from 15 patients with moderate-to-severe plaque psoriasis undergoing secukinumab treatment. We characterized the longitudinal transcriptomic changes of whole lesional skin tissue as well as cutaneous CD4+ and CD8+ T effector cells and CD4+ T regulatory cells across 12 weeks of treatment. Secukinumab was clinically effective and reduced disease-associated overexpression of IL17A , IL17F, IL23A, IL23R, and IFNG in whole tissue as soon as 2 weeks after initiation of treatment. IL17A overexpression in T-cell subsets, primarily CD8+ T cells, was also reduced. Although secukinumab treatment resolved 89‒97% of psoriasis-associated expression differences in bulk tissue and T-cell subsets by week 12 of treatment, we observed expression differences involved in IFN signaling and metallothionein synthesis that remained unresolved at this time point as well as potential treatment-associated expression differences involved in IL-15 signaling. These changes were accompanied by shifts in broader immune cell composition on the basis of deconvolution of RNA-sequencing data. In conclusion, our study reveals several phenotypic and cellular changes within the lesion that underlie clinical improvement from secukinumab.
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  • 文章类型: Journal Article
    牛皮癣是一种慢性,影响全球2-3%人口的炎症性皮肤病。除了皮肤表现,牛皮癣患者对多种合并症的易感性增加,包括银屑病关节炎,心血管疾病,和炎症性肠病.了解银屑病发病机制的全身成分,我们进行了一项初步研究来检查粪便宏基因组,宿主结肠转录组,银屑病患者和健康对照者的宿主外周血免疫谱。我们的研究表明牛皮癣患者肠道微生物组的功能多样性增加。此外,我们确定了与银屑病患者优先相关的微生物种类,并且先前已发现与其他自身免疫性疾病相关.有趣的是,我们的数据揭示了3个银屑病亚组具有不同的微生物和宿主特征.整合这些特征揭示了特定于牛皮癣或特定牛皮癣亚组的宿主微生物关联。我们的研究结果提供了对可能影响银屑病患者合并症发展的因素的见解,并且可能具有早期识别有这些合并症风险的银屑病患者的诊断潜力。
    Psoriasis is a chronic, inflammatory skin disease that affects 2‒3% of the global population. Besides skin manifestations, patients with psoriasis have increased susceptibility to a number of comorbidities, including psoriatic arthritis, cardiovascular disease, and inflammatory bowel disease. To understand the systemic component of psoriasis pathogenesis, we performed a pilot study to examine the fecal metagenome, host colonic transcriptome, and host peripheral blood immune profiles of patients with psoriasis and healthy controls. Our study showed increased functional diversity in the gut microbiome of patients with psoriasis. In addition, we identified microbial species that preferentially associate with patients with psoriasis and which have been previously found to associate with other autoimmune diseases. Intriguingly, our data revealed three psoriasis subgroups that have distinct microbial and host features. Integrating these features revealed host‒microbe associations that are specific to psoriasis or particular psoriasis subgroups. Our findings provide insight into the factors that may affect the development of comorbidities in patients with psoriasis and may hold diagnostic potential for early identification of patients with psoriasis at risk for these comorbidities.
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  • 文章类型: Journal Article
    乳腺癌占全球女性癌症相关死亡人数的近一半。然而,导致肿瘤发展和进展的分子机制仍然知之甚少,需要确定与原发性和转移性乳腺癌进展和预后相关的候选基因.在这项研究中,通过一种新的生物信息学方法探索了与原发性和转移性乳腺癌预后相关的候选基因。评估原发性和转移性乳腺癌组织以及邻近的正常乳腺组织以鉴定原发性和转移性乳腺癌的生物标志物特征。使用mRNASeq平台下载癌症基因组图谱-乳腺浸润性癌(TCGA-BRCA)数据集(ID:HS-01619)。使用基因估计器8.3.2分析样品组之间的TCGA-BRCA基因表达谱,并鉴定各组中的差异表达基因(DEGs)。对于每个小组,基因本体论和京都百科全书的基因和基因组途径富集分析用于确定DEGs的功能。构建蛋白质-蛋白质相互作用网络以鉴定具有最高相互作用程度的顶级hub基因。此外,使用人类蛋白质图谱,根据总生存期和免疫组织化学方法验证了顶级hub基因.在确定的前20个中心基因中,四个(KRT14、KIT、RAD51和TTK)被认为是基于总生存期的预后危险因素。在乳腺癌患者中,KRT14和KIT表达水平上调,而RAD51和TTK表达水平下调。四个拟议的候选hub基因可能有助于进一步理解将原发性乳腺肿瘤与转移性肿瘤区分开来的分子变化,并有助于开发新的疗法。此外,基于它们的表达与患者总生存期之间的强相关性,它们可以作为有效的预后风险标志物.
    Breast cancer accounts for nearly half of all cancer-related deaths in women worldwide. However, the molecular mechanisms that lead to tumour development and progression remain poorly understood and there is a need to identify candidate genes associated with primary and metastatic breast cancer progression and prognosis. In this study, candidate genes associated with prognosis of primary and metastatic breast cancer were explored through a novel bioinformatics approach. Primary and metastatic breast cancer tissues and adjacent normal breast tissues were evaluated to identify biomarkers characteristic of primary and metastatic breast cancer. The Cancer Genome Atlas-breast invasive carcinoma (TCGA-BRCA) dataset (ID: HS-01619) was downloaded using the mRNASeq platform. Genevestigator 8.3.2 was used to analyse TCGA-BRCA gene expression profiles between the sample groups and identify the differentially-expressed genes (DEGs) in each group. For each group, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were used to determine the function of DEGs. Networks of protein-protein interactions were constructed to identify the top hub genes with the highest degree of interaction. Additionally, the top hub genes were validated based on overall survival and immunohistochemistry using The Human Protein Atlas. Of the top 20 hub genes identified, four (KRT14, KIT, RAD51, and TTK) were considered as prognostic risk factors based on overall survival. KRT14 and KIT expression levels were upregulated while those of RAD51 and TTK were downregulated in patients with breast cancer. The four proposed candidate hub genes might aid in further understanding the molecular changes that distinguish primary breast tumours from metastatic tumours as well as help in developing novel therapeutics. Furthermore, they may serve as effective prognostic risk markers based on the strong correlation between their expression and patient overall survival.
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  • 文章类型: Journal Article
    未经证实:HBV感染全球超过2.57亿人,并与肝细胞癌(HCC)的发展有关。HBVDNA整合到宿主基因组可能是肝癌发生的关键驱动因素。这里,我们利用靶向长读测序来确定HBVDNA整合的结构以及HBVmRNA的完整同工型信息,比传统的下一代测序平台更准确的定量。
    未经证实:从GS-US-174-0149临床试验中收集的新鲜冷冻肝活检中分离DNA和RNA。开发了生物素化寡核苷酸的泛基因型面板,以从剪切的基因组DNA(〜7kb)和来自聚腺苷酸化RNA的全长cDNA文库中富集HBV序列。在PacBio长读平台上对样品进行测序,并使用定制的生物信息学管道进行分析。
    UNASSIGNED:HBV靶向长读DNA测序产生了跨越整个整合的高覆盖率数据。引人注目的是,在42个样本中的13个(31%),我们能够检测到由2个不同染色体侧翼的HBV序列,表明与HBV整合相关的染色体易位。染色体易位对每个活检样本都是独特的,表明每个都是随机起源的,在某些情况下有克隆扩张的证据。使用靶向长读RNA测序,我们确定,在HBeAg阳性的患者中,超过95%的所有HBV转录本来自cccDNA。相比之下,HBeAg阴性的患者大多从整合中表达HBsAg。
    UNASSIGNED:靶向lso-Seq允许HBV转录组的准确定量和转录分配到cccDNA或整合起源。在非HCCCHB患者肝活检中存在多个独特的HBV相关染色体间易位,这表明具有诱变潜力的新机制可能有助于进展为HCC。
    UNASSIGNED:对HBV感染患者的新鲜冷冻肝活检进行靶向长读RNA和DNA测序。长读RNA测序捕获整个HBV转录本在一个单一的阅读,允许从HBV基因组重叠转录本的分辨率。该决议使我们能够量化来自整合的转录负担与cccDNA起源于个体患者。HBeAg阳性的患者与HBeAg阴性的患者相比,来自cccDNA的HBV转录组的比例明显更大。长读DNA测序捕获整个整合的HBV序列,包括单个读段内的数千碱基的侧翼宿主序列。该决议使我们能够描述两个不同宿主染色体两侧的整合事件,表明整合的HBVDNA与染色体间易位有关。这可能导致显著的转录失调和驱动进展为HCC。
    UNASSIGNED: HBV infects over 257 million people worldwide and is associated with the development of hepatocellular carcinoma (HCC). Integration of HBV DNA into the host genome is likely a key driver of HCC oncogenesis. Here, we utilise targeted long-read sequencing to determine the structure of HBV DNA integrations as well as full isoform information of HBV mRNA with more accurate quantification than traditional next generation sequencing platforms.
    UNASSIGNED: DNA and RNA were isolated from fresh frozen liver biopsies collected within the GS-US-174-0149 clinical trial. A pan-genotypic panel of biotinylated oligos was developed to enrich for HBV sequences from sheared genomic DNA (∼7 kb) and full-length cDNA libraries from poly-adenylated RNA. Samples were sequenced on the PacBio long-read platform and analysed using a custom bioinformatic pipeline.
    UNASSIGNED: HBV-targeted long-read DNA sequencing generated high coverage data spanning entire integrations. Strikingly, in 13 of 42 samples (31%) we were able to detect HBV sequences flanked by 2 different chromosomes, indicating a chromosomal translocation associated with HBV integration. Chromosomal translocations were unique to each biopsy sample, suggesting that each originated randomly, and in some cases had evidence of clonal expansion. Using targeted long-read RNA sequencing, we determined that upwards of 95% of all HBV transcripts in patients who are HBeAg-positive originate from cccDNA. In contrast, patients who are HBeAg-negative expressed mostly HBsAg from integrations.
    UNASSIGNED: Targeted lso-Seq allowed for accurate quantitation of the HBV transcriptome and assignment of transcripts to either cccDNA or integration origins. The existence of multiple unique HBV-associated inter-chromosomal translocations in non-HCC CHB patient liver biopsies suggests a novel mechanism with mutagenic potential that may contribute to progression to HCC.
    UNASSIGNED: Fresh frozen liver biopsies from patients infected with HBV were subjected to targeted long-read RNA and DNA sequencing. Long-read RNA sequencing captures entire HBV transcripts in a single read, allowing for resolution of overlapping transcripts from the HBV genome. This resolution allowed us to quantify the burden of transcription from integrations vs. cccDNA origin in individual patients. Patients who were HBeAg-positive had a significantly larger fraction of the HBV transcriptome originating from cccDNA compared with those who were HBeAg-negative. Long-read DNA sequencing captured entire integrated HBV sequences including multiple kilobases of flanking host sequence within single reads. This resolution allowed us to describe integration events flanked by 2 different host chromosomes, indicating that integrated HBV DNA are associated with inter-chromosomal translocations. This may lead to significant transcriptional dysregulation and drive progression to HCC.
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  • 文章类型: Journal Article
    骨缺损是临床环境中的常见挑战。骨组织工程(BTE)是治疗临床上大量骨缺损的有效方法。在这项研究中,我们制作了用柚皮苷聚乳酸-羟基乙酸共聚物(PLGA)微球镶嵌的丝素蛋白(SF)/羟基磷灰石(HAp)支架,研究其在BTE中应用的可行性。制备柚皮苷PLGA微球并粘附到SF/HAp支架上。将骨髓间充质干细胞(BMSCs)接种到含有柚皮苷PLGA微球的SF/HAp支架上,以检查SF/HAp支架的生物相容性。兔股骨远端骨缺损模型用于评估含有柚皮苷PLGA微球的SF/HAp支架的体内功能。目前的研究表明,含有柚皮苷PLGA微球的SF/HAp支架有望作为骨再生的骨调节生物材料。
    Bone defects are a common challenge in the clinical setting. Bone tissue engineering (BTE) is an effective treatment for the clinical problem of large bone defects. In this study, we fabricated silk fibroin (SF)/hydroxyapatite (HAp) scaffolds inlaid with naringin poly lactic-co-glycolic acid (PLGA) microspheres, investigating the feasibility of their application in BTE. Naringin PLGA microspheres were manufactured and adhered to the SF/HAp scaffold. Bone mesenchymal stem cells (BMSCs) were inoculated onto the SF/HAp scaffold containing naringin PLGA microsphere to examine the biocompatibility of the SF/HAp scaffolds. A rabbit femoral distal bone defect model was used to evaluate the in vivo function of the SF/HAp scaffolds containing naringin-loaded PLGA microspheres. The current study demonstrated that SF/HAp scaffolds containing naringin-loaded PLGA microspheres show promise as osteo-modulatory biomaterials for bone regeneration.
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  • 文章类型: Journal Article
    TSG-6 is a soluble protein secreted in the extracellular matrix by various cell types in response to inflammatory stimuli. TSG-6 interacts with extracellular matrix molecules, particularly hyaluronan (HA), and promotes cutaneous wound closure in mice. Between epidermal cells, the discrete extracellular matrix contains HA and a tiny amount of TSG-6. However, challenges imposed to keratinocytes in reconstructed human epidermis revealed strong induction of TSG-6 expression, after exposure to T helper type 2 cytokines to recapitulate the atopic dermatitis phenotype or after fungal infection that causes secretion of cytokines and antimicrobial peptides. After both types of challenge, enhanced release of TSG-6 happens simultaneously with increased HA production. TSG-6 deficiency in N/TERT keratinocytes was created by inactivating TNFAIP6 using CRISPR/Cas9. Some TSG-6 -/- keratinocytes analyzed through scratch assays tend to migrate more slowly but produce reconstructed human epidermis that exhibits normal morphology and differentiation. Few significant alterations were noticed by transcriptomic analysis. Nevertheless, reduced HA content in TSG-6 -/- reconstructed human epidermis was observed, along with enhanced HA release into the culture medium, and this phenotype was even more pronounced after the challenging conditions. Reintroduction of cells producing TSG-6 in reconstructed human epidermis reduced HA leakage. Our results show a role for TSG-6 in sequestering HA between epidermal cells in response to inflammation.
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  • 文章类型: Journal Article
    Dimethyl fumarate (DMF) is an effective oral treatment for psoriasis administered in Europe for nearly 60 years. However, its potential has been limited by contact dermatitis that prohibits topical application. This paper characterizes a DMF derivative, isosorbide DMF (IDMF), which was designed to have antipsoriatic effects without skin-sensitizing properties. We show that IDMF exhibits neither genotoxicity nor radiation sensitivity in skin fibroblasts and is nonirritating and nonsensitizing in animal models (rat, rabbit, guinea pig). Microarray analysis of cytokine-stimulated keratinocytes showed that IDMF represses the expression of genes specifically upregulated in psoriatic skin lesions but not those of other skin diseases. IDMF also downregulated genes induced by IL-17A and TNF in keratinocytes as well as predicted targets of NF-κB and the antidifferentiation noncoding RNA (i.e., ANCR). IDMF further stimulated the transcription of oxidative stress response genes (NQO1, GPX2, GSR) with stronger NRF2/ARE activation compared to DMF. Finally, IDMF reduced erythema and scaling while repressing the expression of immune response genes in psoriasiform lesions elicited by topical application of imiquimod in mice. These data show that IDMF exhibits antipsoriatic activity that is similar or improved compared with that exhibited by DMF, without the harsh skin-sensitizing effects that have prevented topical delivery of the parent molecule.
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  • 文章类型: Journal Article
    We previously generated a transgenic mouse line expressing skin-specific IL-33 (IL33tg mice) and showed that IL-33 elicits group 2 innate lymphoid cell (ILC2)-dependent atopic dermatitis-like skin inflammation. ILC2s are believed to be tissue-resident cells under steady-state conditions, but the dynamics of ILC2 migration are not fully understood. We sorted ILC2s from the skin and draining lymph nodes of IL33tg mice and analyzed their transcriptomes using the single-cell RNA sequencing technique, which revealed that the skin ILC2s had split into two clusters: circulating ILC2 and skin-resident ILC2. The circulating ILC2s expressed H2-related major histocompatibility complex class II genes. Conversely, the skin-resident ILC2s demonstrated increased mRNA expression of the ICOS, IL-5, and IL-13. Next, we tracked ILC2 migration using IL33tg-Kikume Green-Red mice. Exposing the IL33tg-Kikume Green-Red mice\'s inflamed skin to violet light allowed us to label the circulating ILC2s in their skin and track the ILC2 migration from the skin to the draining lymph nodes. Cutaneous local innate responses could transition to systemic type 2 responses by migrating the activated ILC2s from the skin into the draining lymph node. Conversely, the skin-resident ILC2s produced a large number of cytokines. Thus, the skin ILC2s turned out to be a heterogeneous cell population.
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