Immune

免疫
  • 文章类型: Journal Article
    TGF-β信号通路异常可导致结直肠癌(CRC)的侵袭表型,导致预后不良。在TGF-β相关基因的基础上建立有效的预后因子对准确识别CRC患者的风险至关重要。
    我们从数据库和以前的文献中对CRC患者的TGF-β相关基因进行了差异分析,以获得TGF-β相关的差异表达基因(TRDEGs)。利用LASSO-Cox回归建立基于TRDEGs的CRC预后特征模型。使用两个GEO验证集对模型进行了验证。采用Wilcoxon秩和检验模型与临床因素的相关性。使用ESTIMATE算法和ssGSEA和肿瘤突变负荷(TMB)分析来分析高风险(HR)和低风险(LR)组的免疫状况和突变负荷。利用CellMiner数据库来鉴定对特征基因具有高敏感性的治疗药物。
    我们建立了具有良好预测准确性的六基因风险预后模型,独立预测CRC患者的预后。由于较高的免疫浸润和TMB,HR组更有可能经历免疫疗法益处。特征基因TGFB2能够抑制XAV-939、星孢菌素、和达沙替尼,但促进药物如CUDC-305和CUDC-305的副产品的疗效。同样,RBL1可以抑制氟奋乃静和咪喹莫特的药物作用,但可以促进伊罗芬的药物作用。
    根据TGF-β相关基因开发了CRC风险预后特征,为CRC患者的风险和进一步的治疗选择提供参考。
    UNASSIGNED: Aberrant TGF-β signaling pathway can lead to invasive phenotype of colorectal cancer (CRC), resulting in poor prognosis. It is pivotal to develop an effective prognostic factor on the basis of TGF-β-related genes to accurately identify risk of CRC patients.
    UNASSIGNED: We performed differential analysis of TGF-β-related genes in CRC patients from databases and previous literature to obtain TGF-β-related differentially expressed genes (TRDEGs). LASSO-Cox regression was utilized to build a CRC prognostic feature model based on TRDEGs. The model was validated using two GEO validation sets. Wilcoxon rank-sum test was utilized to test correlation of model with clinical factors. ESTIMATE algorithm and ssGSEA and tumor mutation burden (TMB) analysis were used to analyze immune landscape and mutation burden of high-risk (HR) and low-risk (LR) groups. CellMiner database was utilized to identify therapeutic drugs with high sensitivity to the feature genes.
    UNASSIGNED: We established a six-gene risk prognostic model with good predictive accuracy, which independently predicted CRC patients\' prognoses. The HR group was more likely to experience immunotherapy benefits due to higher immune infiltration and TMB. The feature gene TGFB2 could inhibit the efficacy of drugs such as XAV-939, Staurosporine, and Dasatinib, but promote the efficacy of drugs such as CUDC-305 and by-product of CUDC-305. Similarly, RBL1 could inhibit the drug action of Fluphenazine and Imiquimod but promote that of Irofulven.
    UNASSIGNED: A CRC risk prognostic signature was developed on basis of TGF-β-related genes, which provides a reference for risk and further therapeutic selection of CRC patients.
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  • 文章类型: Journal Article
    干细胞样CD8+T细胞(TSL)是免疫细胞的一个子集,具有优异的持久性和抗肿瘤免疫力。它们是TCF1+PD-1+并且对于响应于检查点阻断免疫疗法的肿瘤特异性CD8+T细胞的扩增很重要。在急性感染中,幼稚CD8+T细胞分化为效应和记忆CD8+T细胞;在癌症和慢性感染,持续的抗原刺激可导致T细胞耗尽。最近的研究强调了晚期功能失调(或耗尽)T细胞(TLD)是TCF1-PD-1+和自我更新的TCF1+PD-1+TSL之间的二分法。TCF1+TSL细胞被认为具有类似于记忆T细胞群体的干细胞样特性,并且可以产生介导肿瘤控制的细胞毒性效应子和暂时性T细胞表型(TTE)。在这次审查中,我们将讨论TSL形成和扩展研究的最新进展,以及在癌症环境中分化和维持所需的独特生态位。我们还将讨论产生这些细胞的潜在策略,对疫苗设计中的干性增强具有临床意义,免疫检查点阻断(ICB),和过继性T细胞疗法。
    Stem-like CD8+ T cells (TSL) are a subset of immune cells with superior persistence and antitumor immunity. They are TCF1+ PD-1+ and important for the expansion of tumor specific CD8+ T cells in response to checkpoint blockade immunotherapy. In acute infections, naïve CD8+ T cells differentiate into effector and memory CD8+ T cells; in cancer and chronic infections, persistent antigen stimulation can lead to T cell exhaustion. Recent studies have highlighted the dichotomy between late dysfunctional (or exhausted) T cells (TLD) that are TCF1- PD-1+ and self-renewing TCF1+ PD-1+ TSL from which they derive. TCF1+ TSL cells are considered to have stem cell-like properties akin to memory T cell populations and can give rise to cytotoxic effector and transitory T cell phenotypes (TTE) which mediate tumor control. In this review, we will discuss recent advances made in research on the formation and expansion of TSL, as well as distinct niches required for their differentiation and maintenance in the setting of cancer. We will also discuss potential strategies to generate these cells, with clinical implications for stemness enhancement in vaccine design, immune checkpoint blockade (ICB), and adoptive T cell therapies.
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  • 文章类型: Journal Article
    背景:本研究探讨了与胆管癌(CCA)预后良好相关的分子特征。
    结果:分析了从70个配对组织获得的转录组和整个外显子组测序数据,根据无进展生存期(PFS)对它们进行分组,分化程度,淋巴结转移。在70名患者中,TP53基因突变频率最高(53%),而FLG基因突变仅发生在长PFS组中。在长期和短期生存组之间的比较中,短PFS组表现出更高的单核细胞浸润水平(p=0.0287)和与癌症相关的转录失调相关的基因上调,趋化因子信号,和细胞因子-细胞因子受体相互作用。在分化和淋巴结转移组中,免疫细胞浸润和基因表达的差异显着。特别值得注意的是淋巴结转移组CD8T细胞和NK细胞浸润明显增加(p=0.0291,0.0459),显著影响预后。此外,与铂抗性相关的基因,Th17细胞分化,Th1和Th2细胞分化通路在该组中过表达。总之,短PFS组单核细胞浸润水平较高,与癌症相关通路相关的基因表达升高,提示预后较差。CD8T细胞和NK细胞浸润的显着增加反映了抗肿瘤免疫反应的增强,强调免疫浸润水平和基因表达在预测CCA患者预后中的相关性。
    结论:在这项研究中,我们通过全面的多组学分析阐明了影响CCA预后的相关分子机制和途径.
    BACKGROUND: This study explores molecular features associated with better prognosis in cholangiocarcinoma (CCA).
    RESULTS: The transcriptomic and whole-exome sequencing data obtained from paired tissues of 70 were analyzed, grouping them based on progression-free survival (PFS), differentiation degree, and lymph node metastasis. Among the 70 patients, the TP53 gene mutation frequency was the highest (53%), while FLG gene mutation occurred exclusively in the long PFS group. In the comparison between long and short survival groups, the short PFS group exhibited higher monocyte infiltration levels (p = 0.0287) and upregulation of genes associated with cancer-related transcriptional misregulation, chemokine signaling, and cytokine-cytokine receptor interactions. Differences in immune cell infiltration and gene expression were significant across differentiation and lymph node metastasis groups. Particularly noteworthy was the marked increase in CD8 T cell and NK cell infiltration (p = 0.0291, 0.0459) in the lymph node metastasis group, significantly influences prognosis. Additionally, genes related to platinum resistance, Th17 cell differentiation, and Th1 and Th2 cell differentiation pathways were overexpressed in this group. In summary, higher monocyte infiltration levels in the short PFS group, along with elevated expression of genes associated with cancer-related pathways, suggest a poorer prognosis. The significant increase in CD8 T cell and NK cell infiltration reflects an enhanced anti-tumor immune response, underscoring the relevance of immune infiltration levels and gene expression in predicting outcomes for CCA patients.
    CONCLUSIONS: In this study, we elucidated the pertinent molecular mechanisms and pathways that influence the prognosis of CCAs through comprehensive multi-omics analysis.
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  • 文章类型: Journal Article
    油酰乙醇胺(OEA)是一种具有抗炎活性的脂质,可调节多种奖励相关行为。先前的研究表明,OEA治疗减少了酒精自我给药(SA),同时抑制了酒精诱导的炎症信号传导。然而,OEA靶向实现这些效果的具体机制尚未得到广泛探索。这里,我们测试了酒精SA期间OEA治疗的效果,灭绝或在线索诱导的酒精寻求恢复之前。此外,我们测量了酒精消耗相关受体(Drd1,Drd2,Cnr1,Oprm)以及免疫相关蛋白(IL-6,IL-1β,Tlr4)和脑源性神经营养因子(Bdnf)。我们的结果证实,当应急管理时,全身性OEA给药可减少酒精SA并减弱提示诱导的恢复。有趣的是,我们还观察到OEA治疗减少了戒酒所需的治疗次数.生化分析表明,OEA诱导纹状体和海马中多巴胺和大麻素受体的基因表达变化。此外,OEA治疗调节长期免疫应答并增加Bdnf表达。这些结果表明,提高OEA水平可能是减少酒精SA和预防复发的有效策略。
    Oleoylethanolamide (OEA) is a lipid with anti-inflammatory activity that modulates multiple reward-related behaviors. Previous studies have shown that OEA treatment reduces alcohol self-administration (SA) while inhibiting alcohol-induced inflammatory signaling. Nevertheless, the specific mechanisms that OEA targets to achieve these effects have not been widely explored. Here, we tested the effects of OEA treatment during alcohol SA, extinction or previous to cue-induced reinstatement of alcohol seeking. In addition, we measured gene expression changes in the striatum and hippocampus of relevant receptors for alcohol consumption (Drd1, Drd2, Cnr1, Oprm) as well as immune-related proteins (Il-6, Il-1β, Tlr4) and the brain-derived neurotrophic factor (Bdnf). Our results confirmed that when administered contingently, systemic OEA administration reduced alcohol SA and attenuated cue-induced reinstatement. Interestingly, we also observed that OEA treatment reduced the number of sessions needed for the extinction of alcohol seeking. Biochemical analyses showed that OEA induced gene expression changes in dopamine and cannabinoid receptors in the striatum and hippocampus. In addition, OEA treatment modulated the long-term immune response and increased Bdnf expression. These results suggest that boosting OEA levels may be an effective strategy for reducing alcohol SA and preventing relapse.
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  • 文章类型: Journal Article
    PRF1(穿孔素1)是一种关键的细胞毒性分子,在自然杀伤(NK)细胞和细胞毒性T淋巴细胞(CTL)的杀伤功能中起着至关重要的作用。最近的研究集中在PRF1在癌症发展中的作用,programming,和预后。研究表明,PRF1的异常表达在癌症的发生和发展中起着重要作用。在某些癌症中,PRF1基因的高表达与患者更好的预后相关,可能是因为它有助于增强人体对肿瘤的免疫反应。然而,一些研究还表明,PRF1的缺失可能使肿瘤更容易逃避身体的免疫监视,从而影响患者的生存。此外,最近的研究已经探索了基于PRF1的治疗策略,例如通过提高PRF1活性来增强免疫细胞杀死癌细胞的能力.此外,他们通过调节免疫疗法的表达来提高治疗的有效性,从而提高了免疫疗法的疗效。基于这些发现,PRF1可能是癌症治疗和未来预后的有价值的生物标志物。最后,PRF1具有重要的生物学功能,具有治疗癌症的临床潜力,这表明它在未来值得更多的研究和开发。
    PRF1 (perforin 1) is a key cytotoxic molecule that plays a crucial role in the killing function of natural killer (NK) cells and cytotoxic T lymphocytes (CTLs). Recent studies have focused on PRF1\'s role in cancer development, progression, and prognosis. Studies have shown that aberrant PRF1 expression has a significant role to play in cancer development and progression. In some cancers, high expression of the PRF1 gene is associated with a better prognosis for patients, possibly because it helps enhance the body\'s immune response to tumors. However, some studies have also shown that the absence of PRF1 may make it easier for tumors to evade the body\'s immune surveillance, thus affecting patient survival. Furthermore, recent studies have explored therapeutic strategies based on PRF1, such as enhancing the ability of immune cells to kill cancer cells by boosting PRF1 activity. In addition, they have improved the efficacy of immunotherapy by modulating its expression to enhance the effectiveness of the treatment. Based on these findings, PRF1 may be a valuable biomarker both for the treatment of cancer and for its prognosis in the future. To conclude, PRF1 has an important biological function and has clinical potential for the treatment of cancer, which indicates that it deserves more research and development in the future.
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  • 文章类型: Journal Article
    本研究旨在确定不同剂量的丹顶菌培养物(ATC)对泌乳性能的影响。免疫功能,抗氧化能力,和母猪的肠道菌群。从妊娠85天到分娩后21天,将45头长白猪(3-6胎)随机分配到以下三种处理:对照饮食(CON,基础饮食),低剂量的丹麦草培养饮食(0.2%ATC,基础饮食+0.2%ATC),和高剂量的丹麦草培养饮食(0.4%ATC,基础饮食+0.4%ATC)。与CON组相比,补充0.2%的ATC使母猪的平均日产奶量增加了4.98%,增加牛奶脂肪,总固体,产后第1天的冰点抑郁(p<0.05),三碘甲状腺原氨酸的血清浓度增加,甲状腺素,和雌二醇在产后第21天(p<0.05)。与CON组相比,添加0.4%ATC可使母猪平均日产奶量提高9.38%(p<0.05)。此外,补充0.2%ATC增加血清IgG浓度,IgM,和IFN-γ,产后第1天CD4(p<0.05)和血清免疫球蛋白A(IgA)浓度升高,免疫球蛋白G(IgG),免疫球蛋白M(IgM),补码3(C3),分化簇4(CD4),分化簇8(CD8),干扰素-γ(IFN-γ)在产后第21天(p<0.05),而补充0.4%ATC降低了产后第21天血清IL-2浓度(p<0.05)。此外,补充0.4%ATC显着增加过氧化氢酶(CAT)的血清浓度(p<0.05)。此外,补充ATC影响了母猪不同分类学水平的肠道菌群的相对丰度,并增加了有益菌的丰度,例如在Norank_f_Eubacterium_coprostanoligenies组中,Eubacterium_coprostanoligeniesgroup,和Lachnospiphaceae_XPB1014母猪组,同时减少了有害细菌的丰度,如相低温杆菌和梭状芽胞杆菌。这些数据表明,在妊娠后期和泌乳期间补充ATC可以改善泌乳性能,免疫功能,抗氧化能力,和肠道微生物群。与补充0.4%ATC相比,0.2%ATC可提高甲状腺相关激素水平,特异性抗体,和血清中的细胞因子,促进有益肠道微生物群的多样性,肠道中的有益细菌,减少有害细菌的数量,从而增强了母猪的免疫力。因此,0.2%ATC被认为是更优的浓度。
    This study aimed to determine the effects of different doses of Acremonium terricola culture (ATC) on lactation performance, immune function, antioxidant capacity, and intestinal flora of sows. Forty-five Landrace sows (3-6 parity) were randomly assigned to the following three treatments from 85 days of gestation to 21 days after farrowing: a control diet (CON, basal diet), a low-dose Acremonium terricola culture diet (0.2% ATC, basal diet + 0.2% ATC), and a high-dose Acremonium terricola culture diet (0.4% ATC, basal diet + 0.4% ATC). Compared with the CON group, the supplementation of 0.2% ATC increased the average daily milk yield of sows by 4.98%, increased milk fat, total solids, and freezing point depression on day 1 postpartum (p < 0.05), increased serum concentration of Triiodothyronine, Thyroxin, and Estradiol on day 21 postpartum (p < 0.05). Compared with the CON group, the supplementation of 0.4% ATC increased the average daily milk yield of sows by 9.38% (p < 0.05). Furthermore, the supplementation of 0.2% ATC increased serum concentration of IgG, IgM, and IFN-γ, CD4 on day 1 postpartum (p < 0.05) and increased serum concentration of immunoglobulin A ( IgA), immunoglobulin G (IgG), immunoglobulin M ( IgM), complement 3 (C3), cluster of differentiation 4 (CD4), cluster of differentiation 8 (CD8), interferon-γ (IFN-γ) on day 21 postpartum (p < 0.05), while the supplementation of 0.4% ATC reduced serum concentration of IL-2 on day 21 postpartum (p < 0.05). Moreover, the supplementation of 0.4% ATC significantly increased serum concentration of catalase (CAT) (p < 0.05). Additionally, the supplementation of ATC affected the relative abundance of the intestinal flora at different taxonomic levels in sows and increased the abundance of beneficial bacteria such as in the norank_f__Eubacterium_coprostanoligenes group, Eubacterium_coprostanoligenes group, and Lachnospiraceae_XPB1014 group of sows, while reducing the abundance of harmful bacteria such as Phascolarctobacterium and Clostridium_sensu_stricto_1. These data revealed that the supplementation of ATC during late gestation and lactation can improve lactation performance, immune function, antioxidant capacity, and the gut microbiota. Compared with supplementation of 0.4% ATC, 0.2% ATC enhances the levels of thyroid-related hormones, specific antibodies, and cytokines in serum, promotes the diversity of beneficial gut microbiota, beneficial bacteria in the intestine, reduces the population of harmful bacteria, and thereby bolsters the immunity of sows. Hence, 0.2% ATC is deemed a more optimal concentration.
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  • 文章类型: Journal Article
    口腔鳞状细胞癌(OSCC)的预后极差。最近的研究表明,线粒体自噬相关基因(MRGs)与肿瘤的发生、发展密切相关,但是它们在口腔癌中的作用尚未得到解释。我们对从基因表达综合(GEO)数据集和癌症基因组图谱(TCGA)数据库检索的整合单细胞和批量RNA测序(RNA-seq)数据进行了全面分析。将多种方法结合起来,以全面了解OSCC的遗传表达模式和生物学,比如伪时间序列的分析,CellChat细胞通信,免疫浸润,基因本体论(GO),LASSOCox回归,基因集变异分析(GSVA),京都基因和基因组百科全书(KEGG),基因集富集分析(GSEA),肿瘤突变负担(TMB)和药物敏感性评估。这项研究的结果表明,NK细胞中MRG的活性明显高于OSCC中的其他细胞。使用与线粒体自噬密切相关的12个候选基因开发了可靠的预后模型。T级,N分期和风险评分是独立的预后因素。在不同的风险组中观察到不同的富集途径和免疫细胞。值得注意的是,低危患者对化疗反应更敏感.此外,结合风险评分和临床特征,建立了具有良好预测能力的列线图模型。MRGs的活性表明了开发新的靶向疗法的潜力。稳健预后模型的构建也为OSCC患者的个体化预测和临床决策提供了参考价值。
    Oral squamous cell carcinoma (OSCC) has an extremely poor prognosis. Recent studies have suggested that mitophagy-related genes (MRGs) are closely correlated with the development and occurrence of cancer, but the role they play in oral cancer has not yet been explained.We conducted a comprehensive analysis of integrated single-cell and bulk RNA sequencing (RNA-seq) data retrieved from Gene Expression Omnibus (GEO) datasets and The Cancer Genome Atlas (TCGA) database. Multiple methods were combined to provide a comprehensive understanding of the genetic expression patterns and biology of OSCC, such as analysis of pseudotime series, CellChat cell communication, immune infiltration, Gene Ontology (GO), LASSO Cox regression, gene set variation analysis (GSVA), Kyoto Encyclopedia of Genes and Genomes (KEGG), gene set enrichment analysis (GSEA), Tumor Mutation Burden (TMB) and drug sensitivity assessments. The findings of this study demonstrated significantly greater activity of MRGs in NK cells than in other cells in OSCC. A reliable prognostic model was developed using 12 candidate genes strongly associated with mitochondrial autophagy. T stage, N stage and risk score were revealed as independent prognostic factors. Distinctively enriched pathways and immune cells were observed in different risk groups. Notably, low-risk patients were more responsive to chemotherapy. In addition, a nomogram model with excellent predictive ability was established by combining the risk scores and clinical features. The activity of MRGs suggest the potential for the development of new targeted therapies. The construction of a robust prognostic model also provides reference value for individualized prediction and clinical decision-making in patients with OSCC.
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  • 文章类型: Journal Article
    慢性鼻炎(CR)是犬中令人沮丧的临床综合征,我们对疾病发病机理的了解有限。越来越多,宿主-微生物相互作用被认为是持续粘膜炎症部位如鼻腔和口腔的临床疾病的关键驱动因素。因此,我们应用下一代测序工具对CR犬的鼻子中存在的异常进行了询问,并将免疫和微生物组谱与健康犬进行了比较.通过RNA测序评估宿主鼻细胞转录组,而微生物群落通过16SrRNA测序进行评估。然后使用相关性分析来鉴定鼻细胞转录组和鼻微生物组之间的显著相互作用,以及这些相互作用如何在具有CR的动物中改变。值得注意的是,我们观察到与CR犬纤毛功能相关的多个基因显著下调,提示先前未发现的纤毛功能障碍在该综合征中的作用。我们还发现了与TNF-α和干扰素途径相关的免疫基因的显着上调。CR犬的鼻腔微生物组也发生了显着变化,有过多的几个潜在的病原体。相互作用组分析显示,卟啉单胞菌属细菌与CR犬的宿主炎症反应上调之间存在显着相关性,以及与链球菌丰度相关的纤毛功能缺陷。这些发现为CR犬模型中的宿主-微生物相互作用提供了新的见解,并表明鼻病原体与鼻炎症和纤毛功能障碍的发展之间存在潜在的因果关系。
    Chronic rhinitis (CR) is a frustrating clinical syndrome in dogs and our understanding of the disease pathogenesis in is limited. Increasingly, host-microbe interactions are considered key drives of clinical disease in sites of persistent mucosal inflammation such as the nasal and oral cavities. Therefore, we applied next generation sequencing tools to interrogate abnormalities present in the nose of dogs with CR and compared immune and microbiome profiles to those of healthy dogs. Host nasal cell transcriptomes were evaluated by RNA sequencing, while microbial communities were assessed by 16S rRNA sequencing. Correlation analysis was then used to identify significant interactions between nasal cell transcriptomes and the nasal microbiome and how these interactions were altered in animals with CR. Notably, we observed significant downregulation of multiple genes associated with ciliary function in dogs with CR, suggesting a previously undetected role for ciliary dysfunction in this syndrome. We also found significant upregulation of immune genes related to the TNF-α and interferon pathways. The nasal microbiome was also significantly altered in CR dogs, with overrepresentation of several potential pathobionts. Interactome analysis revealed significant correlations between bacteria in the genus Porphyromonas and the upregulated host inflammatory responses in dogs with CR, as well as defective ciliary function which was correlated with Streptococcus abundance. These findings provide new insights into host-microbe interactions in a canine model of CR and indicate the presence of potentially causal relationships between nasal pathobionts and the development of nasal inflammation and ciliary dysfunction.
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  • 文章类型: Journal Article
    真性红细胞增多症(PV)是一种骨髓增殖性疾病,其特征是血红蛋白水平明显升高和JAK2突变阳性。血栓形成是该疾病的主要风险事件。动脉粥样硬化(AS)可显着增加PV患者动脉血栓形成的风险。我们研究的目的是确定PV相关AS的潜在生物标志物,并探索PV和AS之间的分子生物学关联。
    我们从PV和AS的基因表达综合(GEO)数据集中提取了微阵列数据集。通过差异表达分析鉴定常见的差异表达基因(CGs)。使用LASSO回归通过随机森林模型从CG构建功能富集和蛋白质-蛋白质相互作用(PPI)网络,以识别PV相关AS中的致病基因及其潜在过程。使用外部数据集验证潜在生物标志物的表达。根据潜在的生物标志物构建诊断列线图,以预测PV相关的AS,并使用ROC评估其诊断性能,校准,和决策曲线分析。随后,我们使用单细胞基因集富集分析(GSEA)分析了与潜在生物标志物相关的免疫信号通路.我们还使用“CIBERSORT”对AS进行了免疫浸润分析,并计算了潜在生物标志物和浸润免疫细胞的Pearson相关系数。最后,我们基于单细胞RNA数据集观察了免疫细胞中潜在生物标志物的表达.
    根据PV和AS中上调和下调基因之间的交集鉴定了52个CG。与CGs相关的大多数生物学过程是细胞因子和与免疫细胞趋化性相关的因子。PPI分析确定了十个枢纽基因,其中,选择CCR1和MMP9作为潜在的生物标志物,使用机器学习方法和外部数据集验证来构建诊断模型。这些生物标志物可以调节Toll样信号,类似NOD的信号,和与AS相关的趋化因子信号通路。最后,我们确定这些潜在的生物标志物与巨噬细胞M0浸润有很强的相关性.Further,这些潜在的生物标志物在AS患者的巨噬细胞中高表达.
    我们确定了两个CG(CCR1和MMP9)作为PV相关AS的潜在生物标志物,并基于它们建立了诊断模型。这些结果可能为未来PV相关AS的诊断和治疗的实验研究提供见解。
    UNASSIGNED: Polycythemia vera (PV) is a myeloproliferative disease characterized by significantly higher hemoglobin levels and positivity for JAK2 mutation. Thrombosis is the main risk event of this disease. Atherosclerosis (AS) can markedly increase the risk of arterial thrombosis in patients with PV. The objectives of our study were to identify potential biomarkers for PV-related AS and to explore the molecular biological association between PV and AS.
    UNASSIGNED: We extracted microarray datasets from the Gene Expression Omnibus (GEO) dataset for PV and AS. Common differentially expressed genes (CGs) were identified by differential expression analysis. Functional enrichment and protein-protein interaction (PPI) networks were constructed from the CG by random forest models using LASSO regression to identify pathogenic genes and their underlying processes in PV-related AS. The expression of potential biomarkers was validated using an external dataset. A diagnostic nomogram was constructed based on potential biomarkers to predict PV-related AS, and its diagnostic performance was assessed using ROC, calibration, and decision curve analyses. Subsequently, we used single-cell gene set enrichment analysis (GSEA) to analyze the immune signaling pathways associated with potential biomarkers. We also performed immune infiltration analysis of AS with \"CIBERSORT\" and calculated Pearson\'s correlation coefficients for potential biomarkers and infiltrating immune cells. Finally, we observed the expression of potential biomarkers in immune cells based on the single-cell RNA dataset.
    UNASSIGNED: Fifty-two CGs were identified based on the intersection between up-regulated and down-regulated genes in PV and AS. Most biological processes associated with CGs were cytokines and factors associated with chemotaxis of immune cells. The PPI analysis identified ten hub genes, and of these, CCR1 and MMP9 were selected as potential biomarkers with which to construct a diagnostic model using machine learning methods and external dataset validation. These biomarkers could regulate Toll-like signaling, NOD-like signaling, and chemokine signaling pathways associated with AS. Finally, we determined that these potential biomarkers had a strong correlation with macrophage M0 infiltration. Further, the potential biomarkers were highly expressed in macrophages from patients with AS.
    UNASSIGNED: We identified two CGs (CCR1 and MMP9) as potential biomarkers for PV-related AS and established a diagnostic model based on them. These results may provide insight for future experimental studies for the diagnosis and treatment of PV-related AS.
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  • 文章类型: Journal Article
    结直肠癌(COCA)预后差,越来越多的证据表明基底膜(BMs)与癌症进展有关。我们的目标是研究BMs在COCA患者中的作用和预测意义。我们从前沿研究中获得了BMs相关基因,并使用TCGA和GTEx数据库获取mRNA表达和患者信息。Cox回归和LASSO回归用于预后基因选择和风险模型构建。我们使用Kaplan-Meier分析比较了预后,并检查了药物敏感性差异。CMAP数据集鉴定了潜在的小分子药物。体外测试涉及抑制关键基因以观察其对肿瘤转移的影响。我们开发了一种基于12架的方法,发现它是一个独立的预后因素。功能分析显示BMs集中在癌症相关途径中,与免疫细胞浸润和免疫检查点激活相关。高危个体表现出增加的药物敏感性。AGRN水平与无进展生存期降低相关(p<0.001)。AGRN敲低抑制肿瘤生长和转移。我们的研究为COCA的BM提供了新的视角,结论AGRN是患者生存和预后的可靠生物标志物。
    Colorectal cancer (COCA) has a poor prognosis, with growing evidence implicating basement membranes (BMs) in cancer progression. Our goal was to investigate the role and predictive significance of BMs in COCA patients. We obtained BMs-related genes from cutting-edge research and used TCGA and GTEx databases for mRNA expression and patient information. Cox regression and LASSO regression were used for prognostic gene selection and risk model construction. We compared prognosis using Kaplan-Meier analysis and examined drug sensitivity differences. The CMAP dataset identified potential small molecule drugs. In vitro tests involved suppressing a crucial gene to observe its impact on tumour metastasis. We developed a 12 BMs-based approach, finding it to be an independent prognostic factor. Functional analysis showed BMs concentrated in cancer-associated pathways, correlating with immune cell infiltration and immune checkpoint activation. High-risk individuals exhibited increased drug sensitivity. AGRN levels were linked to decreased progression-free survival (p < 0.001). AGRN knockdown suppressed tumour growth and metastasis. Our study offers new perspectives on BMs in COCA, concluding that AGRN is a dependable biomarker for patient survival and prognosis.
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