CRC

CRC
  • 文章类型: Journal Article
    肠道微生物群与不变自然杀伤T(iNKT)细胞之间的相互作用在结直肠癌(CRC)中起着关键作用。带核梭菌影响CRC浸润iNKT细胞的抗肿瘤功能。然而,与CRC相关的其他细菌的影响,比如牙龈卟啉单胞菌,他们的激活状态仍未被探索。在这项研究中,我们证明粘膜相关牙龈卟啉单胞菌在iNKT细胞中诱导肿瘤表型,随后影响肿瘤微环境中单核吞噬细胞的组成。机械上,体内和体外实验表明牙龈卟啉单胞菌降低iNKT细胞的细胞毒性功能,通过增加几丁质酶3样1蛋白(CHI3L1)的表达来阻碍iNKT细胞裂解机制。CHI3L1的中和有效地恢复iNKT细胞的细胞毒性功能,表明重新激活iNKT细胞介导的抗肿瘤免疫的治疗潜力。总之,我们的数据表明牙龈卟啉单胞菌如何通过诱导iNKT细胞中CHI3L1的上调来加速CRC进展,从而损害其细胞毒性功能并促进宿主肿瘤的免疫逃避。
    The interaction between the gut microbiota and invariant Natural Killer T (iNKT) cells plays a pivotal role in colorectal cancer (CRC). The pathobiont Fusobacterium nucleatum influences the anti-tumor functions of CRC-infiltrating iNKT cells. However, the impact of other bacteria associated with CRC, like Porphyromonas gingivalis, on their activation status remains unexplored. In this study, we demonstrate that mucosa-associated P. gingivalis induces a protumour phenotype in iNKT cells, subsequently influencing the composition of mononuclear-phagocyte cells within the tumor microenvironment. Mechanistically, in vivo and in vitro experiments showed that P. gingivalis reduces the cytotoxic functions of iNKT cells, hampering the iNKT cell lytic machinery through increased expression of chitinase 3-like-1 protein (CHI3L1). Neutralization of CHI3L1 effectively restores iNKT cell cytotoxic functions suggesting a therapeutic potential to reactivate iNKT cell-mediated antitumour immunity. In conclusion, our data demonstrate how P. gingivalis accelerates CRC progression by inducing the upregulation of CHI3L1 in iNKT cells, thus impairing their cytotoxic functions and promoting host tumor immune evasion.
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  • 文章类型: Journal Article
    结直肠癌(CRC)是全球第三常见的癌症,也是癌症相关死亡的第二主要原因。因此,我们试图确定CRC患者中磷酸酶和张力蛋白同源物(PTEN)的基因型和等位基因频率以及免疫组织化学PTEN表达与临床病理特征之间的关系.在这项横断面随机病例对照研究中,将150名患者分为两组:第一组包括100例经组织病理学证实的不同阶段的CRC患者。第二组:50名健康志愿者。PTEN(rs701848T/C)单核苷酸多态性(SNP)的遗传分析使用TaqManTM测定和实时PCR,而PTEN的表达使用免疫组织化学染色进行评估。PTNSNP基因型和等位基因在CRC患者和对照组之间没有显着差异。28%的CRC患者PTEN表达丢失,而所有健康对照均表现出PTEN表达。PTEN阴性表达存在于16例(80%)IV期CRC病例中,9例(23.7%)的III期病例,3例(37.5%)II期病例,也没有第一阶段的案子.结果表明,PTEN表达呈弱阳性,适度积极,在15、10和9例(分别)CRCI期病例中呈强阳性。然而,4例(20%)IV期患者的表达仅每周呈阳性.在第四阶段组,未发现中度或强阳性PTEN表达。所以,在埃及人中,结直肠癌的发生或病程与PTEN基因突变无关.然而,CRC的形成和进展可能受到PTEN表达减弱或缺失的影响。
    Colorectal cancer (CRC) is the third most frequent cancer worldwide and the second major cause of cancer-related death. Thus, we attempted to ascertain the relationship between the genotype and allele frequencies of phosphatase and tensin homolog (PTEN) and immunohistochemical PTEN expression with clinicopathological characteristics in patients with CRC. 150 individuals were allocated into two groups for this cross-sectional randomized case-control study: Group I consisted of 100 patients with histopathologically proven CRC of various stages. Group II: Fifty healthy volunteers. Genetic analysis of PTEN (rs701848 T / C) single nucleotide polymorphism (SNP) was performed using TaqManTM assays and real-time PCR, while PTEN expressions were assessed using immunohistochemical staining. PTN SNP genotypes and alleles did not significantly differ between CRC patients and controls. PTEN expression was lost in 28% of CRC patients, while all healthy controls exhibited PTEN expression. Negative PTEN expression was present in 16 (80%) of stage IV CRC cases, 9 (23.7%) of stage III cases, 3 (37.5%) of stage II cases, and none of stage I cases. It was shown that PTEN expression was weakly positive, moderately positive, and strongly positive in 15, 10, and 9 (respectively) cases of CRC stage I. However, the expression was only weekly positive in 4 (20%) of the patients in stage IV. In the stage IV group, neither moderately nor strongly positive PTEN expressions were found. So, Among Egyptians, the emergence or course of colorectal cancer is unrelated to the PTEN gene mutation. However, the formation and progression of CRC may be influenced by weak or lost PTEN expression.
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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
    骨髓来源的抑制细胞(MDSC)是免疫细胞的异质家族,包括粒细胞(CD14neg/CD15/HLA-DRneg)和单核细胞亚型(CD14/CD15neg/HLA-DRneg)。在本研究中,我们发现表达粒细胞标志物CD15的单核细胞群体在结直肠癌(CRC)患者的外周血(PB)和肿瘤组织中均显著增加.进一步的表型分析证实了该单核细胞亚群的粒细胞样特征,这与这些患者(pts)的PB中粒细胞-单核细胞前体(GMPs)的增加有关。机械上,这种粒细胞样单核细胞群通过诱导TIGIT和参与NKp30抑制NK细胞活性。因此,在CRC患者的PB和肿瘤组织中发现了功能受损的TIGIT+NK细胞的频率增加.总的来说,我们通过显示这种新型MDSC的增加,为CRC中发生的肿瘤免疫逃逸提供了新的机制解释,在PB和CRC组织中,能够显著损害NK细胞的效应子功能,从而代表了癌症免疫疗法的潜在治疗靶标。
    Myeloid-derived suppressor cells (MDSCs) are a heterogeneous family of immune cells including granulocytic (CD14neg/CD15+/HLA-DRneg) and monocytic subtypes (CD14+/CD15neg/HLA-DRneg). In the present study, we found a population of monocytes expressing the granulocyte marker CD15 that significantly increased in both peripheral blood (PB) and tumoral tissues of patients with colorectal cancer (CRC). Further phenotypical analysis confirmed the granulocytic-like features of this monocyte subpopulation that is associated with an increase in granulocyte-monocyte precursors (GMPs) in the PB of these patients (pts). Mechanistically, this granulocyte-like monocyte population suppressed NK cell activity by inducing TIGIT and engaging NKp30. Accordingly, an increased frequency of TIGIT+ NK cells with impaired functions was found in both the PB and tumoral tissue of CRC pts. Collectively, we provided new mechanistic explanations for tumor immune escape occurring in CRC by showing the increase in this new kind of MDSC, in both PB and CRC tissue, which is able to significantly impair the effector functions of NK cells, thereby representing a potential therapeutic target for cancer immunotherapy.
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  • 文章类型: Journal Article
    结直肠癌(CRC)是一个巨大的全球医疗保健负担。尤其令人担忧的是,年轻人的发病率上升。这种趋势可能凸显了饮食之间的潜在联系,肠道微生物组,CRC风险。新的治疗选择越来越基于对分子机制和途径的理解。PI3K/AKT/mTOR通路,一个至关重要的细胞生长调节剂,为CRC治疗提供了一个有希望的目标。mTOR,这条途径中的一个关键组成部分,控制细胞生长,生存,和新陈代谢。了解防御素的具体作用,特别是人β-防御素1(HBD-1),在CRC中至关重要。HBD-1表现出有效的抗微生物活性,并可能影响CRC的发展。破译CRC中的防御素表达模式有望改善对肿瘤发生的理解。这可能为改进诊断和治疗铺平道路。本文回顾了有关HBD-1如何影响CRC开始和进展的最新进展。强调其影响CRC的分子机制。Further,我们描述了CRC中防御素和mTOR通路之间的相互作用。
    Colorectal cancer (CRC) represents a significant global healthcare burden, with a particularly concerning rising incidence among younger adults. This trend may highlight potential links between diet, gut microbiome, and CRC risk. Novel therapeutic options have been increasingly based on the understanding of molecular mechanisms and pathways. The PI3K/AKT/mTOR pathway, a crucial cell growth regulator, offers a promising target for CRC therapy. mTOR, a key component within this pathway, controls cell growth, survival, and metabolism. Understanding the specific roles of defensins, particularly human β-Defensin 1 (HBD-1), in CRC is crucial. HBD-1 exhibits potent antimicrobial activity and may influence CRC development. Deciphering defensin expression patterns in CRC holds the promise of improved understanding of tumorigenesis, which may pave the way for improved diagnostics and therapies. This article reviews recent advances in understanding regarding how HBD-1 influences CRC initiation and progression, highlighting the molecular mechanisms by which it impacts CRC. Further, we describe the interaction between defensins and mTOR pathway in CRC.
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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
    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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