Single cell RNA sequencing

单细胞 RNA 测序
  • 文章类型: Journal Article
    Dcaf17,也称为DDB1-和CUL4相关因子17,是DCAF家族的成员,并充当CRL4泛素E3连接酶复合物的受体。先前的几项研究报告说,Dcaf17中的突变会导致Woodhouse-Sakati综合征(WSS),导致少弱精子症(OAT)和男性不育。作为探讨Dcaf17在男性生殖系统中作用的模型,我们用CRISPR-Cas9技术创造了缺乏Dcaf17的雄性黄金仓鼠,结果表明,Dcaf17缺失导致精子发生异常和不育。为了揭示所涉及的潜在分子机制,我们进行了单细胞RNA测序(scRNA-seq)分析,以评估Dcaf17缺乏对精子发生不同阶段生精细胞转录水平的影响.这些数据强调了Dcaf17在早期生精细胞中的重要调节作用。许多生物过程受到影响,包括精子发生,和蛋白质降解。与这些功能相关的基因的失调最终导致异常。总之,我们的发现强调了Dcaf17在精子发生和男性生育力中的关键功能,并阐明了Dcaf17发挥作用的具体阶段,同时为Dcaf17的研究提供了一种新的动物模型。
    Dcaf17, also known as DDB1- and CUL4-associated factor 17, is a member of the DCAF family and acts as the receptor for the CRL4 ubiquitin E3 ligase complex. Several previous studies have reported that mutations in Dcaf17 cause Woodhouse-Sakati Syndrome (WSS), which results in oligoasthenoteratozoospermia (OAT) and male infertility. As a model to explore the role of Dcaf17 in the male reproductive system, we created Dcaf17-deficient male golden hamsters using CRISPR-Cas9 technology, the results of which demonstrate that deletion of Dcaf17 led to abnormal spermatogenesis and infertility. To uncover the underlying molecular mechanisms involved, we conducted single-cell RNA sequencing (scRNA-seq) analysis to evaluate the effect of Dcaf17 deficiency on transcriptional levels in spermatogenic cells during various stages of spermatogenesis. These data emphasize the significant regulatory role played by Dcaf17 in early spermatogenic cells, with many biological processes being affected, including spermatogenesis, and protein degradation. Dysregulation of genes associated with these functions ultimately leads to abnormalities. In summary, our findings highlight the critical function of Dcaf17 in spermatogenesis and male fertility and clarify the specific stage at which Dcaf17 exerts its effects, while simultaneously providing a novel animal model for the study of Dcaf17.
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  • 文章类型: Journal Article
    炎症性肠病(IBD),包括溃疡性结肠炎(UC)和克罗恩病(CD),是慢性的,胃肠道复发性炎症。microRNA(miRNA)-mRNA调控网络在IBD的发生和发展中起着关键作用。尽管个别研究为IBD中miRNA的机制提供了有价值的见解,由于人口多样性的限制,它们的范围往往有限,样本量,测序平台可变性,批处理效果,和潜在的研究人员偏见。我们的研究旨在构建完整的miRNA-mRNA调控网络,并确定IBD发病机制中关键miRNA的细胞来源和功能。
    为了最大限度地减少个体研究的潜在偏差,我们对PubMed和PMC数据库中已发表的科学文献采用了基于文本挖掘的方法,以鉴定与IBD及其亚型相关的miRNA和mRNA.我们通过整合来自DIANA的预测和实验验证结果,构建了miRNA-mRNA调控网络。Targetscan,PicTar,米兰达,miRDB,和miRTarBase(所有这些都是miRNA靶标注释的数据库)。通过对其靶mRNA的基因富集分析来确定miRNA的功能。此外,我们使用两个大规模单细胞RNA测序数据集来鉴定miRNA的细胞来源及其表达水平与临床状态的关联,CD和UC的分子和功能交替。
    我们的分析使用文本挖掘方法系统地总结了IBD相关基因。我们构建了三个针对IBD的miRNA-mRNA调控网络,CD,和UC。通过对两个大规模scRNA-seq数据集的交叉分析,我们确定了鉴定的miRNA的细胞来源。尽管来自不同的细胞类型,hsa-miR-142、hsa-miR-145和hsa-miR-146a在CD和UC中是常见的。值得注意的是,hsa-miR-145在CD和UC中均被鉴定为肌成纤维细胞特异性。此外,我们发现,在CD和UC患者的肌成纤维细胞中,较高的组织修复和增强的糖脂代谢与hsa-miR-145相关.
    这种综合方法揭示了CD和UC中常见和不同的miRNA-mRNA调控网络,鉴定的细胞特异性miRNA表达(特别是肌成纤维细胞中的hsa-miR-145),并将miRNA表达与IBD的功能改变相关联。这些发现不仅增强了我们对IBD发病机制的理解,而且为管理IBD的临床实践提供了有希望的诊断生物标志物和治疗靶标。
    UNASSIGNED: Inflammatory Bowel Diseases (IBDs), encompassing Ulcerative Colitis (UC) and Crohn\'s Disease (CD), are chronic, recurrent inflammatory conditions of the gastrointestinal tract. The microRNA (miRNA) -mRNA regulatory network is pivotal in the initiation and progression of IBDs. Although individual studies provide valuable insights into miRNA mechanisms in IBDs, they often have limited scope due to constraints in population diversity, sample size, sequencing platform variability, batch effects, and potential researcher bias. Our study aimed to construct comprehensive miRNA-mRNA regulatory networks and determine the cellular sources and functions of key miRNAs in IBD pathogenesis.
    UNASSIGNED: To minimize potential bias from individual studies, we utilized a text mining-based approach on published scientific literature from PubMed and PMC databases to identify miRNAs and mRNAs associated with IBDs and their subtypes. We constructed miRNA-mRNA regulatory networks by integrating both predicted and experimentally validated results from DIANA, Targetscan, PicTar, Miranda, miRDB, and miRTarBase (all of which are databases for miRNA target annotation). The functions of miRNAs were determined through gene enrichment analysis of their target mRNAs. Additionally, we used two large-scale single-cell RNA sequencing datasets to identify the cellular sources of miRNAs and the association of their expression levels with clinical status, molecular and functional alternation in CD and UC.
    UNASSIGNED: Our analysis systematically summarized IBD-related genes using text-mining methodologies. We constructed three comprehensive miRNA-mRNA regulatory networks specific to IBD, CD, and UC. Through cross-analysis with two large-scale scRNA-seq datasets, we determined the cellular sources of the identified miRNAs. Despite originating from different cell types, hsa-miR-142, hsa-miR-145, and hsa-miR-146a were common to both CD and UC. Notably, hsa-miR-145 was identified as myofibroblast-specific in both CD and UC. Furthermore, we found that higher tissue repair and enhanced glucose and lipid metabolism were associated with hsa-miR-145 in myofibroblasts in both CD and UC contexts.
    UNASSIGNED: This comprehensive approach revealed common and distinct miRNA-mRNA regulatory networks in CD and UC, identified cell-specific miRNA expressions (notably hsa-miR-145 in myofibroblasts), and linked miRNA expression to functional alterations in IBD. These findings not only enhance our understanding of IBD pathogenesis but also offer promising diagnostic biomarkers and therapeutic targets for clinical practice in managing IBDs.
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  • 文章类型: Journal Article
    淋巴结转移,远处转移的第一步,在被诊断为口腔鳞状细胞癌(OSCC)的患者中,是导致死亡的主要因素.然而,OSCC淋巴结转移的潜在机制尚不完全清楚.这里,分析了来自6名OSCC患者配对组织的56.383个单细胞的转录组。这项研究发现,CXCR4+上皮细胞,鉴定为高度恶性播散性肿瘤细胞(DTC),表现出淋巴结转移的倾向。重要的是,发现了一个独特的肿瘤相关巨噬细胞(TAM)亚群,其特征是磷蛋白1(SPP1)的排他性表达。这些TAM可以通过SPP1-CD44和CD155-CD226配体-受体相互作用潜在激活成纤维细胞并促进T细胞耗竭来重塑转移性淋巴结微环境。从而促进播散性肿瘤细胞的定植和增殖。该研究促进了对转移性肿瘤微环境(TME)的机制理解,并为OSCC转移患者的个性化治疗提供了基础。
    Lymph node metastasis, the initial step in distant metastasis, represents a primary contributor to mortality in patients diagnosed with oral squamous cell carcinoma (OSCC). However, the underlying mechanisms of lymph node metastasis in OSCC remain incompletely understood. Here, the transcriptomes of 56 383 single cells derived from paired tissues of six OSCC patients are analyzed. This study founds that CXCR4+ epithelial cells, identified as highly malignant disseminated tumor cells (DTCs), exhibited a propensity for lymph node metastasis. Importantly, a distinct subset of tumor-associated macrophages (TAMs) characterized by exclusive expression of phosphoprotein 1 (SPP1) is discovered. These TAMs may remodel the metastatic lymph node microenvironment by potentially activating fibroblasts and promoting T cell exhaustion through SPP1-CD44 and CD155-CD226 ligand-receptor interactions, thereby facilitating colonization and proliferation of disseminated tumor cells. The research advanced the mechanistic understanding of metastatic tumor microenvironment (TME) and provided a foundation for the development of personalized treatments for OSCC patients with metastasis.
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  • 文章类型: Journal Article
    人类免疫缺陷病毒(HIV)感染在过去的四十年中已经发展成为一种全球性的流行病;然而,尽管在全球范围内进行了大量的研究投资,对HIV相关发病机制至关重要的确切潜在机制仍不清楚.单细胞核糖核酸(RNA)测序方法越来越多地用于鉴定HIV感染中特定细胞类型的转录变化。在这次范围审查中,我们考虑了从14项已发表的HIV相关单细胞RNA测序相关研究中提取的信息,希望阐明艾滋病毒感染和发病机理的潜在机制,并探索HIV疾病进展和抗病毒治疗的潜在候选生物标志物。一般来说,HIV阳性个体倾向于表现出多种细胞类型的频率紊乱,并且特别表现出CD4+T细胞水平降低和CD8+T细胞数量富集。细胞特异性转录变化往往与细胞的放任有关,超急性或急性HIV感染,病毒血症,和细胞生产力。在HIV阳性糖尿病个体中,CD4+T细胞和CD8+T细胞亚群的转录组也观察到变化。自发的HIV控制者,艾滋病毒病毒血症水平高的个体,以及处于HIV感染急性期的患者。在B细胞中看到的转录变化,自然杀伤(NK)细胞,和骨髓树突状细胞(mDCs)的HIV感染的个体证明,抗病毒反应,和免疫反应调节,分别,都是HIV感染后改变的。抗逆转录病毒治疗(ART)在实现免疫重建中起着至关重要的作用,在改善免疫破坏方面,在减轻艾滋病毒感染者的免疫系统失衡方面,而不能完全恢复固有的细胞转录水平在HIV阴性个体。前面的观察不仅说明了对HIV相关免疫发病机制的理解取得了令人信服的进展,而且还确定了特定细胞类型的转录变化,这些变化可能作为HIV疾病监测和治疗靶向的潜在生物标志物。
    Human immunodeficiency virus (HIV) infection has evolved into an established global pandemic over the past four decades; however, despite massive research investment globally, the precise underlying mechanisms which are fundamental to HIV-related pathogenesis remain unclear. Single cell ribonucleic acid (RNA) sequencing methods are increasingly being used for the identification of specific cell-type transcriptional changes in HIV infection. In this scoping review, we have considered information extracted from fourteen published HIV-associated single-cell RNA sequencing-related studies, hoping to throw light on the underlying mechanisms of HIV infection and pathogenesis, and to explore potential candidate biomarkers for HIV disease progression and antiviral treatment. Generally, HIV positive individuals tend to manifest disturbances of frequency of multiple cellular types, and specifically exhibit diminished levels of CD4+ T-cells and enriched numbers of CD8+ T-cells. Cell-specific transcriptional changes tend to be linked to cell permissiveness, hyperacute or acute HIV infection, viremia, and cell productivity. The transcriptomes of CD4+ T-cell and CD8+ T-cell subpopulations are also observed to change in HIV-positive diabetic individuals, spontaneous HIV controllers, individuals with high levels of HIV viremia, and those in an acute phase of HIV infection. The transcriptional changes seen in B cells, natural killer (NK) cells, and myeloid dendritic cells (mDCs) of HIV-infected individuals demonstrate that the humoral immune response, antiviral response, and immune response regulation, respectively, are all altered following HIV infection. Antiretroviral therapy (ART) plays a crucial role in achieving immune reconstitution, in improving immunological disruption, and in mitigating immune system imbalances in HIV-infected individuals, while not fully restoring inherent cellular transcription to levels seen in HIV-negative individuals. The preceding observations not only illustrate compelling advances in the understanding of HIV-associated immunopathogenesis, but also identify specific cell-type transcriptional changes that may serve as potential biomarkers for HIV disease monitoring and therapeutic targeting.
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  • 文章类型: Journal Article
    背景:目前,免疫疗法已成为晚期胃癌(AGC)的有效治疗方法,但并非所有患者都能从中受益。根据最新的研究,B细胞亚群对胃癌(GC)免疫微环境的影响尚不清楚。探讨GC中B细胞与肿瘤细胞之间的相互作用是否会影响免疫治疗的有效性引起了我们的兴趣。
    方法:这项研究涉及对来自公开可用数据集的单细胞RNA(scRNA)和空间转录组学(ST)数据的重新分析。重点是研究胃癌(GC)肿瘤免疫微环境(TIME)中B细胞的亚群和分化轨迹。空间转录组学(ST)和多重免疫荧光(mIF)揭示了B细胞和肿瘤细胞之间清晰的共定位模式。收集多个免疫疗法数据集以鉴定独特的免疫疗法生物标志物。通过小鼠胃癌模型验证了靶向CCL28的独特免疫治疗潜力。此外,流式细胞术显示靶向CCL28的肿瘤免疫微环境发生变化.
    结果:对来自多种癌症类型的ST数据的重新分析揭示了B细胞和肿瘤细胞之间的共定位模式。在GCTIME中鉴定了大量的IgA浆细胞。五个不同的肿瘤浸润B细胞亚群和两个独特的B细胞分化轨迹进行了表征,以及七个与GC相关的州。通过分析GC细胞和B细胞之间的通讯,进一步发现肿瘤细胞可以通过CCL28-CCR10信号传导影响和募集浆细胞。此外,GC细胞和B细胞之间存在串扰。最后,我们通过大量的免疫治疗数据确定了LAMA/CD44信号轴是免疫治疗的潜在预后标志物.我们还通过各种动物肿瘤模型验证了靶向CCL28可以通过调节B细胞和浆细胞功能来显著促进CD8+T细胞在TME中的浸润和功能,并具有协同免疫疗法的能力。
    结论:GC细胞与B细胞的共定位和串扰显著影响免疫治疗的疗效,抑制CCL28-CCR10信号轴是GC潜在的免疫治疗靶点。同时,LAMA/CD44对可能是免疫治疗和肿瘤预后的潜在不良指标。
    BACKGROUND: At present, immunotherapy has become a powerful treatment for advanced gastric cancer (AGC), but not all patients can benefit from it. According to the latest research, the impact of B cell subpopulations on the immune microenvironment of gastric cancer (GC) is unknown. Exploring whether the interaction between B cells and tumor cells in GC affects the effectiveness of immunotherapy has attracted our interest.
    METHODS: This study involved the re-analysis of single-cell RNA (scRNA) and spatial transcriptomics (ST) data from publicly available datasets. The focus was on investigating the subpopulations and differentiation trajectories of B cells in the gastric cancer (GC) tumor immune microenvironment (TIME). Spatial transcriptomics (ST) and multiple immunofluorescence (mIF) revealed a clear co-localization pattern between B cells and tumor cells. Multiple immunotherapy datasets were collected to identify unique immunotherapy biomarkers. The unique immunotherapeutic potential of targeting CCL28 was validated through a mouse gastric cancer model. In addition, flow cytometry revealed changes in the tumor immune microenvironment targeting CCL28.
    RESULTS: The re-analysis of ST data from multiple cancer types revealed a co-localization pattern between B cells and tumor cells. A significant number of IgA plasma cells were identified in the GC TIME. Five different tumor-infiltrating B cell subpopulations and two unique B cell differentiation trajectories were characterized, along with seven GC-related states. By analyzing the communication between GC cells and B cells, it was further discovered that tumor cells can influence and recruit plasma cells through CCL28-CCR10 signaling. Additionally, there was a crosstalk between GC cells and B cells. Finally, we identified the LAMA/CD44 signaling axis as a potential prognostic marker for immunotherapy through a large amount of immunotherapy data. We also validated through various animal tumor models that targeting CCL28 can significantly promote CD8+T cell infiltration and function in the TME by regulating B cell and plasma cell functions, and has the ability to synergize immunotherapy.
    CONCLUSIONS: The co-localization and crosstalk between GC cells and B cells significantly affect the efficacy of immunotherapy, and inhibiting the CCL28-CCR10 signal axis is a potential immunotherapy target for GC. Meanwhile, LAMA/CD44 pair may be a potential adverse indicator for immunotherapy and tumor prognosis.
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  • 文章类型: Journal Article
    慢性血栓栓塞性肺动脉高压(CTEPH)是一种严重的肺血管疾病,其特征是肺动脉中残留的血栓和远端肺微血管重塑。CTEPH的发病机制尚不清楚,但是很多因素比如炎症,豁免权,可能涉及凝血和血管生成。单核细胞是重要的免疫细胞,可分化为巨噬细胞和树突状细胞,在血栓形成中起重要作用。然而,分布,CTEPH患者单核细胞亚群的基因表达谱和分化轨迹尚未得到系统研究。本研究旨在利用单细胞测序技术揭示CTEPH患者单核细胞的特性和功能,为CTEPH的诊断和治疗提供新的见解。
    进行单细胞RNA测序(scRNA-seq)以分析来自健康对照的外周血单核细胞(PBMC)的转录组特征,CTEPH患者和肺动脉内膜切除术(PEA)后CTEPH患者的组织。通过中心静脉导管反复注射自体血栓,建立CTEPH大鼠慢性肺栓塞模型,流式细胞术检测CTEPH患者和CTEPH大鼠模型中单核细胞亚群的比例变化。我们还通过免疫荧光染色观察了血栓组织中巨噬细胞亚群的浸润程度及其与外周血单核细胞亚群的分化关系。
    结果显示,CTEPH患者外周血单核细胞亚群发生显著变化,尤其是CD16+单核细胞亚群的比例增加。这个单核细胞亚群在转录组水平上具有独特的功能特征,涉及细胞粘附等过程,T细胞活化,凝血反应和血小板活化,在肺动脉血栓形成和肺动脉内膜重构中起重要作用。此外,我们还发现CTEPH患者肺内膜切除组织中的巨噬细胞亚群表现出促炎症和脂质代谢重编程特征,这可能与肺动脉血栓的持续和不溶性以及肺动脉高压的发展有关。最后,我们还观察到CTEPH患者外周血中的CD16单核细胞亚群可能被募集到肺动脉内膜组织并分化为高表达IL-1β的巨噬细胞亚群,参与疾病进展。
    CD16+单核细胞亚群在CTEPH患者中有显著的基因表达变化,与血小板活化有关,凝血反应和炎症反应。并且我们还发现这些细胞可以迁移到血栓并分化为巨噬细胞,高表达IL-1β参与CTEPH疾病的进展。我们认为CD16+单核细胞是CTEPH的重要参与者和潜在的治疗靶点。
    UNASSIGNED: Chronic thromboembolic pulmonary hypertension (CTEPH) is a serious pulmonary vascular disease characterized by residual thrombi in the pulmonary arteries and distal pulmonary microvascular remodeling. The pathogenesis of CTEPH remains unclear, but many factors such as inflammation, immunity, coagulation and angiogenesis may be involved. Monocytes are important immune cells that can differentiate into macrophages and dendritic cells and play an important role in thrombus formation. However, the distribution, gene expression profile and differentiation trajectory of monocyte subsets in CTEPH patients have not been systematically studied. This study aims to reveal the characteristics and functions of monocytes in CTEPH patients using single-cell sequencing technology, and to provide new insights for the diagnosis and treatment of CTEPH.
    UNASSIGNED: Single-cell RNA sequencing (scRNA-seq) were performed to analyze the transcriptomic features of peripheral blood mononuclear cells (PBMCs) from healthy controls, CTEPH patients and the tissues from CTEPH patients after the pulmonary endarterectomy (PEA). We established a CTEPH rat model with chronic pulmonary embolism caused by repeated injection of autologous thrombi through a central venous catheter, and used flow cytometry to detect the proportion changes of monocyte subsets in CTEPH patients and CTEPH rat model. We also observed the infiltration degree of macrophage subsets in thrombus tissue and their differentiation relationship with peripheral blood monocyte subsets by immunofluorescence staining.
    UNASSIGNED: The results showed that the monocyte subsets in peripheral blood of CTEPH patients changed significantly, especially the proportion of CD16+ monocyte subset increased. This monocyte subset had unique functional features at the transcriptomic level, involving processes such as cell adhesion, T cell activation, coagulation response and platelet activation, which may play an important role in pulmonary artery thrombus formation and pulmonary artery intimal remodeling. In addition, we also found that the macrophage subsets in pulmonary endarterectomy tissue of CTEPH patients showed pro-inflammatory and lipid metabolism reprogramming features, which may be related to the persistence and insolubility of pulmonary artery thrombi and the development of pulmonary hypertension. Finally, we also observed that CD16+ monocyte subset in peripheral blood of CTEPH patients may be recruited to pulmonary artery intimal tissue and differentiate into macrophage subset with high expression of IL-1β, participating in disease progression.
    UNASSIGNED: CD16+ monocytes subset had significant gene expression changes in CTEPH patients, related to platelet activation, coagulation response and inflammatory response. And we also found that these cells could migrate to the thrombus and differentiate into macrophages with high expression of IL-1β involved in CTEPH disease progression. We believe that CD16+ monocytes are important participants in CTEPH and potential therapeutic targets.
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  • 文章类型: Journal Article
    周围神经入侵(PNI)是指入侵,encasement,或肿瘤细胞在神经周围或通过神经渗透。各种恶性肿瘤,包括胰腺癌,头颈部肿瘤,和胆管癌,展示了PNI的特点。特别是,在头颈颅底肿瘤,如腺样囊性癌(ACC),PNI是导致手术切除不全和术后复发的重要因素。
    在具有PNI的ACC组织的情况下进行空间转录组和单细胞转录组测序,以鉴定靶向PNI的潜在探针。通过体内和体外实验验证了探针的功效。
    空间转录组和单细胞RNA测序揭示了ACCPNI区域内施万细胞的表型变化。肽探针是根据施万细胞在PNI区的抗原呈递特性设计的,其依赖于主要组织相容性复合物II(MHC-II)分子。体外和体内实验的成功验证证实,这些探针可以在PNI区域标记活的雪旺细胞,作为动态体内标记肿瘤侵入神经的工具。
    靶向施旺细胞\'MHC-II分子的肽探针有可能证明ACC患者中PNI的发生。
    UNASSIGNED: Perineural invasion (PNI) refers to the invasion, encasement, or penetration of tumor cells around or through nerves. Various malignant tumors, including pancreatic cancer, head and neck tumors, and bile duct cancer, exhibit the characteristic of PNI. Particularly, in head and neck-skull base tumors such as adenoid cystic carcinoma (ACC), PNI is a significant factor leading to incomplete surgical resection and postoperative recurrence.
    UNASSIGNED: Spatial transcriptomic and single-cell transcriptomic sequencing were conducted on a case of ACC tissue with PNI to identify potential probes targeting PNI. The efficacy of the probes was validated through in vivo and in vitro experiments.
    UNASSIGNED: Spatial transcriptomic and single-cell RNA sequencing revealed phenotypic changes in Schwann cells within the PNI region of ACC. Peptide probes were designed based on the antigen-presenting characteristics of Schwann cells in the PNI region, which are dependent on Major Histocompatibility Complex II (MHC-II) molecules. Successful validation in vitro and in vivo experiments confirmed that these probes can label viable Schwann cells in the PNI region, serving as a tool for dynamic in vivo marking of tumor invasion into nerves.
    UNASSIGNED: Peptide probes targeting Schwann cells\' MHC-II molecules have the potential to demonstrate the occurrence of PNI in patients with ACC.
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  • 文章类型: Journal Article
    角化是一种以铜依赖性方式调节细胞死亡的新类型,并已被报道参与各种恶性肿瘤的发生和发展。然而,透明细胞肾细胞癌(ccRCC)的角化和肿瘤微环境(TME)之间的关系尚不清楚.为了解决这个问题,我们整合了ccRCC不同阶段的单细胞RNA测序(scRNA-seq)数据集,系统地检查了ccRCC的TME中角化相关基因(CRGs)的独特表达模式,并使用空间转录组测序(ST-seq)数据集探索了关键特征。随着ccRCC的发展,癌组织中的细胞凋亡活性降低,治疗后恢复。我们确定了HILPDA+ccRCC1亚型,以缺氧为特征,作为易感细胞与更好的预后相关。HILPDA+ccRCC1亚型的主要共表达模块强调了在阴离子转运中的作用,对氧和PD-L1-PD-1途径的反应。此外,免疫抑制细胞可能通过HAVCR2-LGALS9,C3-C3AR1,HLA-A-CD8B和HLA-C-CD8A轴突与HILPDA+ccRCC1亚型相互作用,形成角化相关的TME景观.总之,我们预计这项研究将为ccRCC的治疗提供有价值的见解和潜在策略。
    Cuproptosis is a novel type to regulate cell death with copper-dependent manner, and has been reported to involve in the occurrence and development of various malignant tumors. However, the association between cuproptosis and the tumor microenvironment (TME) of clear cell renal cell carcinoma (ccRCC) remained unclear. To address this question, we integrated the single cell RNA sequencing (scRNA-seq) datasets of ccRCC across different stages, systematically examined the distinctive expression patterns of cuproptosis-related genes (CRGs) within the TME of ccRCC, and explored the crucial signatures using the spatial transcriptome sequencing (ST-seq) dataset. The cuproptosis activities reduced in cancer tissues along with the ccRCC development, and recovered after therapy. We identified HILPDA+ ccRCC1 subtype, characterized with hypoxia, as cuproptosis susceptible cells associated with a better prognosis. The main co-expression modules of HILPDA+ ccRCC1 subtype highlighted the role in anion transport, response to oxygen species and PD-L1-PD-1 pathway. Furthermore, the immunosuppressive cells might interact with HILPDA+ ccRCC1 subtype via HAVCR2-LGALS9, C3-C3AR1, HLA-A-CD8B and HLA-C-CD8A axises to shape the cuproptosis-related TME landscape. In summary, we anticipate that this study will offer valuable insights and potential strategies of cuproptosis for therapy of ccRCC.
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  • 文章类型: Journal Article
    背景:代谢产物相关的细胞通讯在维持人类生物学功能方面发挥着关键作用。然而,大多数现有的工具和资源只关注配体-受体相互作用对,其中两个伴侣都是蛋白质的,忽略其他非蛋白质分子。为了解决这个差距,我们介绍了MRCLinkdb数据库和算法,它聚集和组织细胞间通讯中与非蛋白质L-R相互作用相关的数据,为基于代谢物相关的配体-受体相互作用预测细胞间通讯提供了有价值的资源。
    结果:这里,我们从文献和已知数据库中手动策划了代谢物-配体-受体(ML-R)相互作用,最终收集超过790人和670只小鼠ML-R相互作用。此外,我们汇编了与这些代谢物相关的超过1900种酶和260种转运蛋白条目的信息.我们开发了基于代谢物受体的细胞链接数据库(MRCClinkdb)来存储这些ML-R相互作用数据。同时,该平台还提供了广泛的信息来呈现ML-R交互,包括基本代谢物信息和代谢物相关基因集的整体表达景观(如受体,酶,和转运蛋白)基于单细胞转录组学测序(覆盖35个人类和26个小鼠组织,52种人类和44种小鼠细胞类型)和大量RNA-seq/微阵列数据(包括62种人类和39种小鼠组织)。此外,MRCLinkdb引入了一个专门用于分析基于ML-R交互的细胞间通信的Web服务器。MRCLinkdb可在https://www上免费获得。cellknowledge.com.cn/mrclinkdb/.
    结论:除了补充配体-受体数据库,MRCClinkdb可以提供用于解码蜂窝间通信和基于ML-R交互推进相关预测工具的新观点。
    BACKGROUND: Metabolite-associated cell communications play critical roles in maintaining human biological function. However, most existing tools and resources focus only on ligand-receptor interaction pairs where both partners are proteinaceous, neglecting other non-protein molecules. To address this gap, we introduce the MRCLinkdb database and algorithm, which aggregates and organizes data related to non-protein L-R interactions in cell-cell communication, providing a valuable resource for predicting intercellular communication based on metabolite-related ligand-receptor interactions.
    RESULTS: Here, we manually curated the metabolite-ligand-receptor (ML-R) interactions from the literature and known databases, ultimately collecting over 790 human and 670 mouse ML-R interactions. Additionally, we compiled information on over 1900 enzymes and 260 transporter entries associated with these metabolites. We developed Metabolite-Receptor based Cell Link Database (MRCLinkdb) to store these ML-R interactions data. Meanwhile, the platform also offers extensive information for presenting ML-R interactions, including fundamental metabolite information and the overall expression landscape of metabolite-associated gene sets (such as receptor, enzymes, and transporter proteins) based on single-cell transcriptomics sequencing (covering 35 human and 26 mouse tissues, 52 human and 44 mouse cell types) and bulk RNA-seq/microarray data (encompassing 62 human and 39 mouse tissues). Furthermore, MRCLinkdb introduces a web server dedicated to the analysis of intercellular communication based on ML-R interactions. MRCLinkdb is freely available at https://www.cellknowledge.com.cn/mrclinkdb/ .
    CONCLUSIONS: In addition to supplementing ligand-receptor databases, MRCLinkdb may provide new perspectives for decoding the intercellular communication and advancing related prediction tools based on ML-R interactions.
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  • 文章类型: Journal Article
    腹主动脉瘤(AAA)是一种高度致命的心血管疾病,鉴于该疾病的复杂病理生理学,目前缺乏有效的药物治疗。这里,我们分析了AAA患者和小鼠模型的单细胞RNA测序数据,揭示了关键的病理变化,包括巨噬细胞的M1样极化和平滑肌细胞(SMC)收缩功能的丧失。两种细胞类型都表达整联蛋白αvβ3,从而允许用单个合理设计的分子进行双重靶向。为此,我们设计了一种生物相容性纳米药物,我们称之为EVMS@R-HNC,由封装有乙型肝炎病毒核心蛋白的多功能药物依维莫司(EVMS)组成,该蛋白修饰为包含RGD序列以特异性结合整联蛋白αvβ3。体外和体内结果显示EVMS@R-HNC可以靶向巨噬细胞和SMC。纳米药物结合后,EVMS在细胞内释放,在那里它表现出多种功能,包括抑制M1巨噬细胞极化,从而抑制自我传播的炎症级联反应和免疫微环境失衡,同时保持SMC的正常收缩功能。总的来说,这些结果表明,EVMS@R-HNC为AAA的治疗提供了一种非常有前景的治疗方法.本文受版权保护。保留所有权利。
    Abdominal aortic aneurysm (AAA) is a highly lethal cardiovascular disease that currently lacks effective pharmacological treatment given the complex pathophysiology of the disease. Here, single-cell RNA-sequencing data from patients with AAA and a mouse model are analyzed, which reveals pivotal pathological changes, including the M1-like polarization of macrophages and the loss of contractile function in smooth muscle cells (SMCs). Both cell types express the integrin αvβ3, allowing for their dual targeting with a single rationally designed molecule. To this end, a biocompatible nanodrug, which is termed EVMS@R-HNC, that consists of the multifunctional drug everolimus (EVMS) encapsulated by the hepatitis B virus core protein modifies to contain the RGD sequence to specifically bind to integrin αvβ3 is designed. Both in vitro and in vivo results show that EVMS@R-HNC can target macrophages as well as SMCs. Upon binding of the nanodrug, the EVMS is released intracellularly where it exhibits multiple functions, including inhibiting M1 macrophage polarization, thereby suppressing the self-propagating inflammatory cascade and immune microenvironment imbalance, while preserving the normal contractile function of SMCs. Collectively, these results suggest that EVMS@R-HNC presents a highly promising therapeutic approach for the management of AAA.
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