CRC

CRC
  • 文章类型: Journal Article
    关键基因的完全破坏通常伴随着严重的生长和发育缺陷,这极大地阻碍了其在作物育种中的利用。识别微妙的变化,例如单核苷酸多态性(SNP),在关键基因中特异性调节有利性状是实现育种潜力的先决条件。这里,我们在E类花器官身份基因黄瓜(Cucumissativus)SEPALLATA2(CsSEP2)中发现了两个SNP,它们特异性调节果实长度。单倍型(HAP)1(8G2667A)和HAP2(8G2667T)存在于自然种群中,而HAP3(8A2667T)是由甲磺酸乙酯诱变诱导的。四个近等基因系和一个突变系的表型表征表明,HAP2果实明显长于HAP1,HAP3果实比HAP2果实长37.8%。HAP1-3果实长度的增加是由对CRABSCLAW(CsCRC)转录(据报道果实长度的正调节因子)的抑制作用降低引起的。导致细胞扩增增强。此外,甜瓜(Cucumismelo)中的7638G/A-SNPCmSEP2通过保守的SEP2-CRC模块调节天然甜瓜种群中的果实长度。我们的发现为在作物育种过程中利用具有多效性作用的必需调节剂提供了策略。
    Complete disruption of critical genes is generally accompanied by severe growth and developmental defects, which dramatically hinder its utilization in crop breeding. Identifying subtle changes, such as single nucleotide polymorphisms (SNPs), in critical genes that specifically modulate a favorable trait is a prerequisite to fulfill breeding potential. Here, we found two SNPs in the E-class floral organ identity gene cucumber (Cucumis sativus) SEPALLATA2 (CsSEP2) that specifically regulate fruit length. Haplotype (HAP) 1 (8G2667A) and HAP2 (8G2667T) exist in natural populations, whereas HAP3 (8A2667T) is induced by ethyl methanesulfonate mutagenesis. Phenotypic characterization of four near-isogenic lines and a mutant line showed that HAP2 fruits are significantly longer than those of HAP1, and those of HAP3 are 37.8% longer than HAP2 fruit. The increasing fruit length in HAP1-3 was caused by a decreasing inhibitory effect on CRABS CLAW (CsCRC) transcription (a reported positive regulator of fruit length), resultinged in enhanced cell expansion. Moreover, a 7638G/A-SNP in melon (Cucumis melo) CmSEP2 modulates fruit length in a natural melon population via the conserved SEP2-CRC module. Our findings provide a strategy for utilizing essential regulators with pleiotropic effects during crop breeding.
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  • 文章类型: Journal Article
    结直肠癌(CRC)是一种常见的恶性肿瘤,是全球三大常见癌症之一。传统的手术治疗,辅以化疗和放疗,对患者有明显的副作用。免疫治疗可能导致一些不可预测的并发症。低导入率和高成本是基因治疗的一些问题,所以找个保险箱,可靠且毒性最小的处理方法成为本研究的主要研究方向。乳酸菌及其代谢产物因食用安全且无不良反应而被广泛用于功能性食品或作为各种疾病的辅助治疗。研究表明,乳酸菌及其代谢产物主要通过改善肠道菌群组成,对大肠癌起到辅助治疗作用,抑制病原菌的生长和抑制癌细胞的增殖。现在普遍认为,乳酸菌等益生菌发挥抗癌作用的物质主要是丁酸等次生代谢产物。Lb.从发酵食品中分离出的植物区系AY01具有良好的抗癌能力,其主要抗癌物质是2'-脱氧肌苷。通过流式细胞术检测,发现Lb。植物区系AY01可阻断S期细胞增殖。此外,Lb.足底AY01培养降低了小鼠对氧化偶氮甲烷(AOM)/葡聚糖硫酸钠(DSS)诱导的结肠炎相关CRC的敏感性,并表现出肿瘤的发生和促进。根据转录组分析,Lb.植物区系AY01可能通过激活p38MAPK通路诱导结直肠癌细胞凋亡。该实验为CRC的治疗提供了可能性。
    Colorectal cancer (CRC) is a common malignant tumor and is one of the three most common cancers worldwide. Traditional surgical treatment, supplemented by chemotherapy and radiotherapy, has obvious side effects on patients. Immunotherapy may lead to some unpredictable complications. Low introduction rate and high cost are some of the problems of gene therapy, so finding a safe, reliable and least toxic treatment method became the main research direction for this study. Lactic acid bacteria and their metabolites are widely used in functional foods or as adjuvant therapies for various diseases because they are safe to eat and have no adverse reactions. Research has shown that lactic acid bacteria and their metabolites play an auxiliary therapeutic role in colorectal cancer mainly by improving the intestinal flora composition, inhibiting the growth of pathogenic bacteria and inhibiting the proliferation of cancer cells. It is now widely believed that the substances that probiotics such as lactic acid bacteria exert anti-cancer effects are mainly secondary metabolites such as butyric acid. Lb. plantarum AY01 isolated from fermented food has good anti-cancer ability, and its main anti-cancer substance is 2\'-deoxyinosine. Through flow cytometry detection, it was found that Lb. plantarum AY01 can block cell proliferation in the S phase. In addition, Lb. plantarum AY01 culture reduces the sensitivity of mice to colitis-associated CRC induced by azoxymethane (AOM)/dextran sulfate sodium salt (DSS) and exhibits the occurrence and promotion of tumors. According to transcriptome analysis, Lb. plantarum AY01 may induce apoptosis of colorectal cancer cells by activating the p38 MAPK pathway. This experiment provided possibilities for the treatment of CRC.
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  • 文章类型: Journal Article
    目的:利用原发灶第一引流静脉(FDV)的循环肿瘤细胞(CTC)和其他临床相关参数,构建预测结直肠癌(CRC)患者肝转移的列线图,为临床诊断和治疗提供理论依据。
    方法:收集了343例CRC患者的信息并建立了数据库。多因素分析用于确定结直肠癌肝转移(mCRC)的独立因素,并构建列线图。接收机工作特性曲线(ROC),校准图,和决策曲线分析(DCA)用于评估歧视,与实际风险达成协议,和预测模型的临床实用性,分别。
    结果:有肝转移患者的FDV中CTC水平明显高于无肝转移患者。Logistic多因素分析显示,血管侵犯,T级,癌胚抗原(CEA),CA19-9和CTC可以用作构建列线图的预测因子。列线图在预测mCRC方面表现出良好的判别能力,训练集和验证集的曲线下面积(AUC)值为0.871[95%CI:0.817-0.924)和0.891(95%CI:0.817-0.964),分别。]ThecalibrationcurvesofboththetrainingandvalidationsetshowsthatthemodelwaseffectiveinpredictingtheprobabilityofmCRC.DCA用于评估该预测模型,并显示出良好的净临床效益。
    结论:我们开发并验证了基于FDV中CTC与其他临床参数相结合的列线图模型,以更好地预测mCRC的发生。
    OBJECTIVE: To use circulating tumor cells (CTC) from the first drainage vein (FDV) of the primary lesion and other clinically relevant parameters to construct a nomogram for predicting liver metastasis in colorectal cancer (CRC) patients, and to provide a theoretical basis for clinical diagnosis and treatment.
    METHODS: Information from 343 CRC patients was collected and a database was established. Multivariate logistic analysis was used to identify independent factors for colorectal cancer liver metastasis(mCRC) and nomograms were constructed. Receiver operating characteristic curves(ROC), calibration plots, and decision curve analysis (DCA) were used to assess discrimination, agreement with actual risk, and the clinical utility of the prediction model, respectively.
    RESULTS: CTC levels in FDV were significantly higher in patients with liver metastasis than in those without liver metastasis. Logistic multivariate analysis showed that vascular invasion, T stage, carcinoembryonic antigen (CEA), CA19-9, and CTC could be used as predictors to construct nomograms. The nomograms showed good discriminatory ability in predicting mCRC, with area under the curve (AUC) values of 0.871 [95 % CI: 0.817-0.924) and 0.891 (95 % CI: 0.817-0.964) for the training and validation sets, respectively.] The calibration curves of both the training and validation sets showed that the model was effective in predicting the probability of mCRC. DCA was used to evaluate this predictive model and showed good net clinical benefit.
    CONCLUSIONS: We developed and validated a nomogram model based on the combination of CTC in the FDV with other clinical parameters to better predict the occurrence of mCRC.
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  • 文章类型: Journal Article
    背景:结直肠癌(CRC)的特征是恶性程度高,预后困难。癌症的一个重要方面是代谢重编程,其中乳酸作为一种关键的代谢产物,有助于癌症和肿瘤微环境(TME)的发展。目前的研究表明,乳酸在CRC的进展中起着重要作用。然而,乳酸与肿瘤微环境之间的关系仍未得到充分研究,强调乳酸作为一种新型生物标志物的潜力。
    方法:我们从癌症基因组图谱(TCGA)中获取了结直肠癌(CRC)患者的转录组数据,国际癌症基因组联盟(ICGC),和基因表达综合(GEO)门户网站,以及相应的临床信息。利用单变量Cox回归和LASSO回归分析,我们鉴定了与CRC预后相关的乳酸代谢相关的基因.随后,我们建立了基于多因素Cox回归的模型。为了评估肿瘤突变负荷(TMB)之间的相关性,肿瘤微环境(TME),乳酸评分与患者生存率的关系,我们进行了基因集富集分析(GSEA)和免疫原性特征分析.
    结果:使用3个乳酸代谢相关基因(LMRGs)(SLC16A8,GATA1和PYGL)构建模型,根据患者的乳酸评分将患者分为2个亚组。2个亚组之间的差异基因的功能主要富集在细胞周期和mRNA分裂,而高分亚组患者预后较差。此外,高评分组的TMB和LMRGs评分之间存在显著正相关(P=0.003,r2=0.12).最后,LMRGs也反映了TME的特点,两个亚组之间的免疫细胞和免疫检查点存在差异。
    结论:LMRGs可作为预测CRC患者预后生存和评估TME的一个有前景的生物标志物。
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    BACKGROUND: Colorectal cancer (CRC) is characterized by its high malignancy and challenging prognosis. A significant aspect of cancer is metabolic reprogramming, where lactate serves as a crucial metabolite that contributes to the development of cancer and the tumor microenvironment (TME). Current studies have indicated that lactate plays a significant role in the progression of CRC. However, the relationship between lactate and the tumor microenvironment remains understudied, underscoring the potential of lactate as a novel biomarker.
    METHODS: We sourced transcriptomic data for colorectal cancer (CRC) patients from The Cancer Genome Atlas (TCGA), the International Cancer Genome Consortium (ICGC), and the Gene Expression Omnibus (GEO) portals, along with the corresponding clinical information. Utilizing univariate Cox regression in conjunction with LASSO regression analysis, we identified genes involved in lactate metabolism that are associated with CRC prognosis. Subsequently, we developed models based on multi-factor Cox regression. To evaluate the correlation between tumor mutational burden (TMB), tumor microenvironment (TME), and lactate scores with patient survival, we conducted gene set enrichment analysis (GSEA) and immunogenic signature analyses.
    RESULTS: 3 lactate metabolism-related genes (LMRGs) (SLC16A8, GATA1, and PYGL) were used to construct models that categorized patients into 2 subgroups based on their lactate scores. The function of the differential genes between the 2 subgroups was mainly enriched in cell cycle and mRNA division, and the prognosis of patients in the high score subgroup was poor. Furthermore, a significant positive correlation was observed between TMB and LMRGs scores in the high-scoring group (P = 0.003, r2 = 0.12). Lastly, LMRGs also reflected the characteristics of TME, with differences in immune cells and immune checkpoints between the 2 subgroups.
    CONCLUSIONS: LMRGs may serve as a promising biomarker for predicting prognostic survival in CRC patients and to assess the TME.
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  • 文章类型: Journal Article
    结直肠癌(CRC)是临床常见的恶性肿瘤之一,也是全球癌症相关死亡的第四大原因。肿瘤微环境(TME)在促进肿瘤血管生成中起着至关重要的作用,和癌症相关成纤维细胞(CAFs)是肿瘤微环境的关键组成部分之一。然而,由于CAF的高度异质性,阐明CAF介导的肿瘤血管生成的分子机制仍然难以捉摸。在我们的研究中,我们发现结直肠癌中CAF存在促血管生成功能异质性,我们阐明Podoplanin(PDPN)可以特异性标记具有促血管生成功能的CAF亚群.我们还发现,PDPN+CAF可以通过自分泌CCL2形成PDPN/CCL2/STAT3反馈回路来维持CAF异质性,同时激活内皮细胞中的STAT3信号通路,通过旁分泌CCL2促进血管生成。我们证明WP1066可以通过阻断CAFs中的PDPN/CCL2/STAT3反馈回路和内皮细胞中的STAT3信号通路来抑制结直肠癌血管生成。总之,我们的研究表明,STAT3可能是结直肠癌阻断血管生成的潜在治疗靶点.为结直肠癌的临床治疗提供理论依据和新的治疗策略。
    Colorectal cancer (CRC) is one of the common clinical malignancies and the fourth leading cause of cancer-related death in the world. The tumor microenvironment (TME) plays a crucial role in promoting tumor angiogenesis, and cancer-associated fibroblasts (CAFs) are one of the key components of the tumor microenvironment. However, due to the high heterogeneity of CAFs, elucidating the molecular mechanism of CAF-mediated tumor angiogenesis remained elusive. In our study, we found that there is pro-angiogenic functional heterogeneity of CAFs in colorectal cancer and we clarified that Podoplanin (PDPN) can specifically label CAF subpopulations with pro-angiogenic functions. We also revealed that PDPN + CAF could maintain CAF heterogeneity by forming a PDPN/CCL2/STAT3 feedback loop through autocrine CCL2, while activate STAT3 signaling pathway in endothelial cells to promote angiogenesis through paracrine CCL2. We demonstrated WP1066 could inhibit colorectal cancer angiogenesis by blocking both the PDPN/CCL2/STAT3 feedback loop in CAFs and the STAT3 signaling pathway in endothelial cells. Altogether, our study suggests that STAT3 could be a potential therapeutic target for blocking angiogenesis in colorectal cancer. We provide theoretical basis and new therapeutic strategies for the clinical treatment of colorectal cancer.
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  • 文章类型: Journal Article
    过度的持续性炎症与炎症相关疾病密切相关,包括癌症.诸如结肠直肠癌(CRC)的胃肠癌的起始经常由不可控制的慢性炎症加速,所述慢性炎症由核因子κ-B(NF-κB)信号传导的过度激活触发。线性泛素链在激活经典NF-κB通路中起重要作用。唯一已知的E3复合体,线性泛素组装复合物(LUBAC)负责合成线性泛素链,从而导致NF-κB轴的激活并促进炎症和炎症相关癌症的发展。我们在这里报道亲环蛋白J(CYPJ)是LUBAC的负调节因子。CYPJ的N端与HOIP的第二个Npl4样锌指(NZF2)结构域和SHARPIN的泛素样(UBL)结构域结合,以破坏HOIP和SHARPIN之间的相互作用,从而抑制线性泛素链合成和NF-κB激活。Cypj缺陷小鼠对葡聚糖硫酸钠(DSS)诱导的结肠炎和DSS加偶氮甲烷(AOM)诱导的结肠癌高度敏感。此外,CYPJ表达由缺氧诱导。CYPJ和缺氧诱导因子-1α(HIF-1α)高表达的患者具有更长的总生存期和无进展生存期。这些结果表明,CYPJ是炎症驱动的肿瘤发生的一种意想不到的强大衰减因子,通过控制NF-κB信号通路中的线性泛素链合成发挥其作用。
    Exorbitant sustained inflammation is closely linked to inflammation-associated disorders, including cancer. The initiation of gastrointestinal cancers such as colorectal cancer (CRC) is frequently accelerated by uncontrollable chronic inflammation which is triggered by excessive activation of nuclear factor kappa-B (NF-κB) signaling. Linear ubiquitin chains play an important role in activating canonical NF-κB pathway. The only known E3 complex, linear ubiquitin assembly complex (LUBAC) is responsible for the synthesis of linear ubiquitin chains, thus leading to the activation of NF-κB axis and promoting the development of inflammation and inflammation-associated cancers. We report here cyclophilin J (CYPJ) is a negative regulator of the LUBAC. The N-terminus of CYPJ binds to the second Npl4-like zinc finger (NZF2) domain of HOIP and the ubiquitin-like (UBL) domain of SHARPIN to disrupt the interaction between HOIP and SHARPIN and thus restrains linear ubiquitin chain synthesis and NF-κB activation. Cypj-deficient mice are highly susceptible to dextran sulfate sodium (DSS)-induced colitis and DSS plus azoxymethane (AOM)-induced colon cancer. Moreover, CYPJ expression is induced by hypoxia. Patients with high expression of both CYPJ and hypoxia-inducible factor-1α (HIF-1α) have longer overall survival and progression-free survival. These results implicate CYPJ as an unexpected robust attenuator of inflammation-driven tumorigenesis that exerts its effects by controlling linear ubiquitin chain synthesis in NF-κB signal pathway.
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  • 文章类型: Journal Article
    长链非编码RNA(lncRNA)与癌症进展和耐药性发展有关。此外,有证据表明lncRNAHOX转录反义基因间RNA(HOTAIR)参与结直肠癌(CRC)的进展。本研究旨在研究lncRNAHOTAIR在赋予CRC细胞放疗抗性中的功能作用,以及潜在的机制。在70对CRC肿瘤和癌旁组织中检测HOTAIR的相对表达水平,以及对辐射敏感和耐辐射样品。使用卡方检验评估HOTAIR表达水平与CRC患者临床特征之间的相关性。功能测定,如细胞增殖,进行集落形成和凋亡测定以确定在用不同剂量的辐射处理后具有HOTAIR沉默的CRC细胞中的放射敏感性。RNA下拉法和荧光原位杂交(FISH)用于确定HOTAIR与DNA损伤反应介质共济失调-毛细血管扩张突变和Rad3相关(ATR)之间的相互作用。HOTAIR在CRC肿瘤组织中显著上调,尤其是抗辐射肿瘤样本.HOTAIR的表达升高与更高级的组织学分级相关,结直肠癌患者远处转移与预后不良。沉默HOTAIR抑制CRC细胞增殖,促进凋亡和放射敏感性。在小鼠异种移植模型中,HOTAIR敲低还抑制CRC细胞的肿瘤发生并增强对放疗的敏感性。此外,数据显示,HOTAIR可以与ATR相互作用,调节DNA损伤修复信号通路。沉默HOTAIR损害了ATR-ATR相互作用蛋白(ATRIP)复合物和细胞周期进程中的信号传导。总的来说,目前的结果表明,lncRNAHOTAIR促进DNA损伤应答途径,并通过靶向ATR促进CRC细胞的放射抗性。
    Long non-coding RNAs (lncRNAs) have been implicated in cancer progression and drug resistance development. Moreover, there is evidence that lncRNA HOX transcript antisense intergenic RNA (HOTAIR) is involved in colorectal cancer (CRC) progression. The present study aimed to examine the functional role of lncRNA HOTAIR in conferring radiotherapy resistance in CRC cells, as well as the underlying mechanism. The relative expression levels of HOTAIR were examined in 70 pairs of CRC tumor and para-cancerous tissues, as well as in radiosensitive and radioresistant samples. The correlations between HOTAIR expression levels and clinical features of patients with CRC were assessed using the Chi-square test. Functional assays such as cell proliferation, colony formation and apoptosis assays were conducted to determine the radiosensitivity in CRC cells with HOTAIR silencing after treatment with different doses of radiation. RNA pull-down assay and fluorescence in situ hybridization (FISH) were used to determine the interaction between HOTAIR and DNA damage response mediator ataxia-telangiectasia mutated- and Rad3-related (ATR). HOTAIR was significantly upregulated in CRC tumor tissues, especially in radioresistant tumor samples. The elevated expression of HOTAIR was correlated with more advanced histological grades, distance metastasis and the poor prognosis in patients with CRC. Silencing HOTAIR suppressed the proliferation and promoted apoptosis and radiosensitivity in CRC cells. HOTAIR knockdown also inhibited the tumorigenesis of CRC cells and enhanced the sensitivity to radiotherapy in a mouse xenograft model. Moreover, the data showed that HOTAIR could interact with ATR to regulate the DNA damage repair signaling pathway. Silencing HOTAIR impaired the ATR-ATR interacting protein (ATRIP) complex and signaling in cell cycle progression. Collectively, the present results indicate that lncRNA HOTAIR facilitates the DNA damage response pathway and promotes radioresistance in CRC cells by targeting ATR.
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  • 文章类型: Journal Article
    过量果糖饮食与结直肠癌(CRC)进展密切相关。然而,果糖在结直肠癌肝转移(CRLM)中的具体功能和确切机制鲜为人知。这里,这项研究报道,原发性结直肠癌吸收的果糖可以加速CRLM,和KHK-A的表达式,不是KHK-C,在肝转移中高于配对的原发性肿瘤。此外,KHK-A通过在Ser37磷酸化PKM2在体外和体内促进果糖依赖性CRLM。KHK-A磷酸化的PKM2抑制了其四聚体的形成和丙酮酸激酶的活性,但促进了PKM2的核积累。核PKM2激活的EMT和有氧糖酵解可增强CRLM过程中CRC细胞的迁移能力和抗肛门凋亡能力。TEPP-46处理,靶向PKM2的磷酸化,抑制KHK-A的促转移作用。此外,核PKM2激活的c-myc促进KHK-A的选择性剪接,形成正反馈回路。
    Excessive fructose diet is closely associated with colorectal cancer (CRC) progression. Nevertheless, fructose\'s specific function and precise mechanism in colorectal cancer liver metastasis (CRLM) is rarely known. Here, this study reported that the fructose absorbed by primary colorectal cancer could accelerate CRLM, and the expression of KHK-A, not KHK-C, in liver metastasis was higher than in paired primary tumors. Furthermore, KHK-A facilitated fructose-dependent CRLM in vitro and in vivo by phosphorylating PKM2 at Ser37. PKM2 phosphorylated by KHK-A inhibited its tetramer formation and pyruvic acid kinase activity but promoted the nuclear accumulation of PKM2. EMT and aerobic glycolysis activated by nuclear PKM2 enhance CRC cells\' migration ability and anoikis resistance during CRLM progression. TEPP-46 treatment, targeting the phosphorylation of PKM2, inhibited the pro-metastatic effect of KHK-A. Besides, c-myc activated by nuclear PKM2 promotes alternative splicing of KHK-A, forming a positive feedback loop.
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  • 文章类型: Journal Article
    背景:胃肠道含有广泛的微生物,这些微生物与宿主的免疫系统一起进化。肠粘膜通过利用粘膜免疫系统维持肠道内的平衡,由复杂的肠道粘膜免疫网络控制。
    目的:这篇综述旨在全面介绍肠道粘膜免疫系统的最新知识,专注于它与共生细菌的相互作用。
    结果:肠道粘膜免疫网络包括肠道相关淋巴组织,粘膜免疫细胞,细胞因子,和趋化因子.微生物群与免疫系统之间的联系是通过细菌成分与肠上皮和抗原呈递细胞中发现的模式识别受体的结合而发生的。这种相互作用导致先天和适应性免疫应答的激活。微生物群落与宿主之间的相互作用对于维持宿主粘膜系统的平衡和健康至关重要。
    结论:肠道粘膜免疫网络在主动免疫之间保持微妙的平衡,防御感染和破坏性的非自身抗原,和免疫耐受,这允许共生微生物群和饮食抗原的存在。这种平衡对于维持肠道健康和体内平衡至关重要。肠道稳态的紊乱导致持久或严重的胃肠道疾病,如结直肠癌和炎症性肠病。利用这些因子可以帮助开发尖端的粘膜疫苗,所述粘膜疫苗具有在病原体入侵的主要部位引发强保护性免疫应答的能力。
    BACKGROUND: The gastrointestinal tract contains a wide range of microorganisms that have evolved alongside the immune system of the host. The intestinal mucosa maintains balance within the intestines by utilizing the mucosal immune system, which is controlled by the complex gut mucosal immune network.
    OBJECTIVE: This review aims to comprehensively introduce current knowledge of the gut mucosal immune system, focusing on its interaction with commensal bacteria.
    RESULTS: The gut mucosal immune network includes gut-associated lymphoid tissue, mucosal immune cells, cytokines, and chemokines. The connection between microbiota and the immune system occurs through the engagement of bacterial components with pattern recognition receptors found in the intestinal epithelium and antigen-presenting cells. This interaction leads to the activation of both innate and adaptive immune responses. The interaction between the microbial community and the host is vital for maintaining the balance and health of the host\'s mucosal system.
    CONCLUSIONS: The gut mucosal immune network maintains a delicate equilibrium between active immunity, which defends against infections and damaging non-self antigens, and immunological tolerance, which allows for the presence of commensal microbiota and dietary antigens. This balance is crucial for the maintenance of intestinal health and homeostasis. Disturbance of gut homeostasis leads to enduring or severe gastrointestinal ailments, such as colorectal cancer and inflammatory bowel disease. Utilizing these factors can aid in the development of cutting-edge mucosal vaccines that have the ability to elicit strong protective immune responses at the primary sites of pathogen invasion.
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  • 文章类型: Journal Article
    免疫细胞相互作用和代谢变化对于确定肿瘤微环境和影响各种临床结果至关重要。然而,在结直肠癌(CRC)中,免疫细胞的代谢进化的临床意义仍有待探讨.
    单细胞RNA测序(scRNA-seq)和大量RNA测序数据从TCGA和GEO数据集获得。对于巨噬细胞分化轨迹的分析,我们使用了R包Seurat和Monocle。一致性聚类被进一步应用于识别分子分类。来自AOM和AOM/DSS模型的免疫组织化学结果用于验证巨噬细胞表达。随后,GSEA,估计分数,预后,临床特征,突变负担,免疫细胞浸润,并比较了不同簇之间基因表达的差异。我们基于通过MEGENA框架鉴定的代谢基因特征构建了预后模型和列线图。
    我们发现两组异质性的M2巨噬细胞通过进化过程具有不同的临床结果。第2组的预后较差。进一步的研究表明,簇2构成代谢活性组,而簇1则相对代谢惰性。肿瘤发展过程中M2巨噬细胞的代谢变化与肿瘤预后有关。此外,簇2显示出最明显的基因组不稳定性,并且具有高度升高的代谢途径,特别是与ECM相关的那些。我们确定了八个代谢基因(PRELP,NOTCH3、CNOT6、ASRGL1、SRSF1、PSMD4、RPL31和CNOT7)建立在CRC数据集中验证的预测模型。然后,基于M2风险评分的列线图改善了预测性能。此外,我们的研究表明,免疫检查点抑制剂治疗可能使低危患者受益.
    我们的研究揭示了代谢表型和免疫谱之间的潜在关系,并提出了一种针对CRC的独特M2分类技术。确定的基因特征可能是连接免疫和肿瘤代谢的关键因素,保证进一步调查。
    UNASSIGNED: Immune cell interactions and metabolic changes are crucial in determining the tumor microenvironment and affecting various clinical outcomes. However, the clinical significance of metabolism evolution of immune cell evolution in colorectal cancer (CRC) remains unexplored.
    UNASSIGNED: Single-cell RNA sequencing (scRNA-seq) and bulk RNA sequencing data were acquired from TCGA and GEO datasets. For the analysis of macrophage differentiation trajectories, we employed the R packages Seurat and Monocle. Consensus clustering was further applied to identify the molecular classification. Immunohistochemical results from AOM and AOM/DSS models were used to validate macrophage expression. Subsequently, GSEA, ESTIMATE scores, prognosis, clinical characteristics, mutational burden, immune cell infiltration, and the variance in gene expression among different clusters were compared. We constructed a prognostic model and nomograms based on metabolic gene signatures identified through the MEGENA framework.
    UNASSIGNED: We found two heterogeneous groups of M2 macrophages with various clinical outcomes through the evolutionary process. The prognosis of Cluster 2 was poorer. Further investigation showed that Cluster 2 constituted a metabolically active group while Cluster 1 was comparatively metabolically inert. Metabolic variations in M2 macrophages during tumor development are related to tumor prognosis. Additionally, Cluster 2 showed the most pronounced genomic instability and had highly elevated metabolic pathways, notably those associated with the ECM. We identified eight metabolic genes (PRELP, NOTCH3, CNOT6, ASRGL1, SRSF1, PSMD4, RPL31, and CNOT7) to build a predictive model validated in CRC datasets. Then, a nomogram based on the M2 risk score improved predictive performance. Furthermore, our study demonstrated that immune checkpoint inhibitor therapy may benefit patients with low-risk.
    UNASSIGNED: Our research reveals underlying relationships between metabolic phenotypes and immunological profiles and suggests a unique M2 classification technique for CRC. The identified gene signatures may be key factors linking immunity and tumor metabolism, warranting further investigations.
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