NK cell

NK 细胞
  • 文章类型: Journal Article
    与年龄相关的黄斑变性(AMD)作为老年人中央视力丧失的主要原因,引起了全球日益增长的健康问题。
    这项研究的重点是揭示自然杀伤(NK)细胞在AMD中的复杂参与,阐明它们的免疫反应和细胞因子调节作用。
    使用来自基因表达综合数据库的转录组数据,采用单细胞RNA-seq分析。应用高维加权基因共表达网络分析(hdWGCNA)和单细胞调控网络推断和聚类(SCENIC)分析揭示早期AMD患者NK细胞的调控机制。机器学习模型,如随机森林和决策树,用于筛选与AMD相关的hub基因和关键转录因子(TFs)。
    在本研究中确定了不同的细胞簇,特别是T/NK簇,在AMD中观察到NK细胞丰度显著增加。细胞-细胞通讯分析揭示了改变的相互作用,特别是在NK细胞中,表明它们在AMD发病机制中的潜在作用。HdWGCNA强调了绿松石模块,富含炎症相关途径,与NK细胞中的AMD显著相关。场景分析确定了NK细胞调控网络中的关键TF。集线器基因和TFs的整合确定了CREM,FOXP1、IRF1、NFKB2和USF2通过机器学习作为AMD的潜在预测因子。
    这种全面的方法增强了我们对NK细胞动力学的理解,信号改变,和AMD的潜在预测模型。鉴定的TF为分子干预提供了新的途径,并突出了NK细胞与AMD发病机理之间的复杂关系。总的来说,这项研究为推进我们对AMD的理解和管理提供了有价值的见解.
    UNASSIGNED: Age-related Macular Degeneration (AMD) poses a growing global health concern as the leading cause of central vision loss in elderly people.
    UNASSIGNED: This study focuses on unraveling the intricate involvement of Natural Killer (NK) cells in AMD, shedding light on their immune responses and cytokine regulatory roles.
    UNASSIGNED: Transcriptomic data from the Gene Expression Omnibus database were utilized, employing single-cell RNA-seq analysis. High-dimensional weighted gene co-expression network analysis (hdWGCNA) and single-cell regulatory network inference and clustering (SCENIC) analysis were applied to reveal the regulatory mechanisms of NK cells in early-stage AMD patients. Machine learning models, such as random forests and decision trees, were employed to screen hub genes and key transcription factors (TFs) associated with AMD.
    UNASSIGNED: Distinct cell clusters were identified in the present study, especially the T/NK cluster, with a notable increase in NK cell abundance observed in AMD. Cell-cell communication analyses revealed altered interactions, particularly in NK cells, indicating their potential role in AMD pathogenesis. HdWGCNA highlighted the turquoise module, enriched in inflammation-related pathways, as significantly associated with AMD in NK cells. The SCENIC analysis identified key TFs in NK cell regulatory networks. The integration of hub genes and TFs identified CREM, FOXP1, IRF1, NFKB2, and USF2 as potential predictors for AMD through machine learning.
    UNASSIGNED: This comprehensive approach enhances our understanding of NK cell dynamics, signaling alterations, and potential predictive models for AMD. The identified TFs provide new avenues for molecular interventions and highlight the intricate relationship between NK cells and AMD pathogenesis. Overall, this study contributes valuable insights for advancing our understanding and management of AMD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    可以保护2019年冠状病毒病(COVID-19)儿童免受严重或致命疾病的免疫学特征尚未完全了解。
    这里,我们对15名儿童(8名COVID-19患者)的外周血样本进行了单细胞RNA测序(scRNA-seq)分析,并与18名成人(13名COVID-19患者)进行了比较.
    儿童-成人整合的单细胞数据表明,在大多数主要免疫细胞类型中,患有该疾病的儿童对I型干扰素的反应受限,同时抑制上游干扰素调节因子和单核细胞中Toll样受体的表达,这通过体外干扰素刺激试验得到证实。与成年患者不同,患有COVID-19的儿童显示激活的促炎CD14单核细胞的频率较低,可能解释了细胞因子风暴的稀缺性。值得注意的是,自然杀伤(NK)细胞在儿科患者表现出强大的细胞毒性与细胞毒性分子的丰富表达和上调的细胞毒性途径,而细胞衰老,以及Notch信号通路,在NK细胞中显著下调,所有这些都表明儿童NK细胞的细胞毒性比成人患者更强烈,CD107a脱颗粒测定进一步证实了这一点。最后,适度的适应性免疫应答是明显的,与成人患者相比,儿童患者的幼稚T细胞较多,但活化和增殖的T细胞较少,而幼稚B细胞较少,但活化的B细胞较多.
    最后,这项初步研究揭示了主要免疫细胞类型的不同细胞频率和激活状态,尤其是PBMC中更强烈的NK细胞毒性,这可能有助于保护儿童免受严重COVID-19的侵害。
    UNASSIGNED: The immunological characteristics that could protect children with coronavirus disease 2019 (COVID-19) from severe or fatal illnesses have not been fully understood yet.
    UNASSIGNED: Here, we performed single-cell RNA sequencing (scRNA-seq) analysis on peripheral blood samples of 15 children (8 with COVID-19) and compared them to 18 adults (13 with COVID-19).
    UNASSIGNED: The child-adult integrated single cell data indicated that children with the disease presented a restrained response to type I interferon in most of the major immune cell types, along with suppression of upstream interferon regulatory factor and toll-like receptor expression in monocytes, which was confirmed by in vitro interferon stimulation assays. Unlike adult patients, children with COVID-19 showed lower frequencies of activated proinflammatory CD14+ monocytes, possibly explaining the rareness of cytokine storm in them. Notably, natural killer (NK) cells in pediatric patients displayed potent cytotoxicity with a rich expression of cytotoxic molecules and upregulated cytotoxic pathways, whereas the cellular senescence, along with the Notch signaling pathway, was significantly downregulated in NK cells, all suggesting more robust cytotoxicity in NK cells of children than adult patients that was further confirmed by CD107a degranulation assays. Lastly, a modest adaptive immune response was evident with more naïve T cells but less activated and proliferated T cells while less naïve B cells but more activated B cells in children over adult patients.
    UNASSIGNED: Conclusively, this preliminary study revealed distinct cell frequency and activation status of major immune cell types, particularly more robust NK cell cytotoxicity in PBMC that might help protect children from severe COVID-19.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    噬血细胞性淋巴组织细胞增生症(HLH)是由细胞毒性T细胞(CTL)和自然杀伤(NK)细胞中细胞毒性的效应子和调节剂突变引起的一种高炎症性疾病。免疫系统的复杂性意味着需要体内模型来有效研究HLH等疾病。在已知引起原发性HLH(pHLH)的基因中具有缺陷的小鼠是可用的。然而,这些小鼠仅在诱导免疫应答(通常通过淋巴细胞脉络膜脑膜炎病毒感染)后出现HLH的特征性特征.然而,鼠类模型对于理解导致HLH的机制非常有价值。例如,细胞毒性机制(例如,细胞毒性囊泡的运输以及膜融合后颗粒酶和穿孔素的释放)首先在小鼠中进行了表征。pHLH小鼠模型的实验强调了细胞毒性细胞的重要性,抗原呈递细胞(APC),和高炎性正反馈回路中的细胞因子(例如,细胞因子风暴)。这些知识促进了人类HLH治疗的发展,其中一些现在正在诊所进行测试。
    Hemophagocytic lymphohistiocytosis (HLH) is a hyperinflammatory disease caused by mutations in effectors and regulators of cytotoxicity in cytotoxic T cells (CTL) and natural killer (NK) cells. The complexity of the immune system means that in vivo models are needed to efficiently study diseases like HLH. Mice with defects in the genes known to cause primary HLH (pHLH) are available. However, these mice only develop the characteristic features of HLH after the induction of an immune response (typically through infection with lymphocytic choriomeningitis virus). Nevertheless, murine models have been invaluable for understanding the mechanisms that lead to HLH. For example, the cytotoxic machinery (e.g., the transport of cytotoxic vesicles and the release of granzymes and perforin after membrane fusion) was first characterized in the mouse. Experiments in murine models of pHLH have emphasized the importance of cytotoxic cells, antigen-presenting cells (APC), and cytokines in hyperinflammatory positive feedback loops (e.g., cytokine storms). This knowledge has facilitated the development of treatments for human HLH, some of which are now being tested in the clinic.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    细胞因子风暴综合征(CSs)的实验室诊断,即,噬血细胞淋巴组织细胞增多症(HLH)和巨噬细胞活化综合征(MAS),往往具有挑战性。使用常规可用测试的实验室特征缺乏特异性,而在美国,只有少数实验室可以进行验证性测试。疾病的发病机制在很大程度上还不清楚,尤其是成年人。在这一章中,CSSs的发病机制,他们相关的实验室发现,并回顾了推荐的诊断策略。
    The laboratory diagnosis of cytokine storm syndromes (CSSs), i.e., hemophagocytic lymphohistiocytosis (HLH) and macrophage activation syndrome (MAS), is often challenging. The laboratory features using routinely available tests lack specificity, whereas confirmatory testing is available in only few laboratories in the United States. The disease mechanisms are still largely unclear, particularly in adults. In this chapter, the pathogenesis of CSSs, their associated laboratory findings, and recommended diagnostic strategies are reviewed.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    大量功能性NK和CAR-NK细胞的产生代表了基于NK的免疫疗法的瓶颈之一。在这项研究中,我们开发了一个大规模的,可靠,使用G-Rex100M生物反应器进行切实可行的NK和CAR-NK生产,这取决于气体渗透膜技术。该系统容纳大量具有增强氧气输送的介质,为癌症治疗创造有利于大规模PBNK和CAR-NK扩增的条件。在这些生物反应器中扩增的外周血NK细胞(PBNK)和CAR-NK保留了相似的免疫表型,并对肝细胞癌(HCC)细胞表现出可比的细胞毒性,类似于在G-Rex6孔生物反应器中扩增的NK和CAR-NK细胞。重要的是,冷冻保存对使用G-Rex100M生物反应器扩增的NK细胞的细胞毒性影响最小,为扩大NK和CAR-NK细胞生产建立一个强大的平台。这种方法很有希望开发“现成的”NK细胞,支持NK细胞免疫治疗的未来临床实施。
    Production of large amounts of functional NK and CAR-NK cells represents one of the bottlenecks for NK-based immunotherapy. In this study, we developed a large-scale, reliable, and practicable NK and CAR-NK production using G-Rex 100M bioreactors, which depend on a gas-permeable membrane technology. This system holds large volumes of medium with enhanced oxygen delivery, creating conditions conducive to large-scale PBNK and CAR-NK expansions for cancer therapy. Both peripheral blood NK cells (PBNKs) and CAR-NKs expanded in these bioreactors retained similar immunophenotypes and exhibited comparable cytotoxicity towards hepatocellular carcinoma (HCC) cells akin to that of NK and CAR-NK cells expanded in G-Rex 6 well bioreactors. Importantly, cryopreservation minimally affected the cytotoxicity of NK cells expanded using the G-Rex 100M bioreactors, establishing a robust platform for scaled-up NK and CAR-NK cell production. This method is promising for the development of \"off-the-shelf\" NK cells, supporting the future clinical implementation of NK cell immunotherapy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    NK细胞参与缺血再灌注损伤(IRI)和移植排斥反应。可能存在内源性调节系统以减弱与肾移植相关的IRI中的NK细胞活化和细胞毒性。对NK调节的更深入了解将提供对移植结果的见解,并可能指导新的治疗策略。肾小管上皮细胞(TECs)可能通过其C型凝集素相关蛋白(Clrs)复杂家族的表面表达来负调节NK细胞的活化。我们发现Clr-b和Clr-f由TECs表达。Clr-b在体外被炎性细胞因子TNFα和IFNγ上调。与单独的Clr-b或Clr-f的沉默相比(p<0.01)和当与对照TEC相比时(p<0.001),使用siRNA的Clr-b和Clr-f表达的沉默导致TEC的NK细胞杀伤增加。体外用可溶性Clr-b和Clr-f蛋白处理的NK细胞降低了其杀死TECs的能力(p<0.05)。因此,TECs表面的Clr蛋白可以抑制NK细胞的细胞毒性。我们的研究表明,Clr分子在调节肾细胞中NK细胞功能方面具有协同作用,这可能代表了一种重要的内源性调节系统,以限制炎症过程中NK细胞介导的器官损伤。
    NK cells participate in ischemia reperfusion injury (IRI) and transplant rejection. Endogenous regulatory systems may exist to attenuate NK cell activation and cytotoxicity in IRI associated with kidney transplantation. A greater understanding of NK regulation will provide insights in transplant outcomes and could direct new therapeutic strategies. Kidney tubular epithelial cells (TECs) may negatively regulate NK cell activation by their surface expression of a complex family of C-type lectin-related proteins (Clrs). We have found that Clr-b and Clr-f were expressed by TECs. Clr-b was upregulated by inflammatory cytokines TNFα and IFNγ in vitro. Silencing of both Clr-b and Clr-f expression using siRNA resulted in increased NK cell killing of TECs compared to silencing of either Clr-b or Clr-f alone (p < 0.01) and when compared to control TECs (p < 0.001). NK cells treated in vitro with soluble Clr-b and Clr-f proteins reduced their capacity to kill TECs (p < 0.05). Hence, NK cell cytotoxicity can be inhibited by Clr proteins on the surface of TECs. Our study suggests a synergistic effect of Clr molecules in regulating NK cell function in renal cells and this may represent an important endogenous regulatory system to limit NK cell-mediated organ injury during inflammation.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    基于自然杀伤(NK)细胞的疗法是治疗惰性癌症的一种有前途的新方法,然而,工程新疗法是复杂的,实体肿瘤的治疗进展缓慢。确定驱动杀伤表型的潜在细胞内信号的新方法将显著改善这一进展。
    我们将单细胞RNA测序与NK细胞杀伤模型系统的活细胞成像相结合,以将转录组数据与功能输出相关联。NK细胞活性的模型,NK-92细胞系杀伤HeLa宫颈癌细胞,用于这些研究。在与目标HeLa细胞共培养期间通过显微镜观察NK细胞杀伤活性,随后基于NK细胞位置和膜联蛋白V表达手动绘制杀伤活性。使用10×基因组学平台通过单细胞RNA测序对来自该培养系统的NK细胞进行分析,以及使用Viper和DoRothEAR包推断的转录因子活性。然后使用NK细胞中的报告构建体的发光显微镜将推断的转录活性的活性与杀伤活性相关联。
    NK细胞在与目标HeLa细胞的10小时培养期间具有异质杀伤活性。分析单细胞测序数据确定核因子κB(NF-κB),信号转导和转录激活因子1(STAT1)和MYC活性在我们的模型系统中作为NK细胞功能表型的潜在驱动因子。活细胞成像的转录因子活性发现NF-κB活性与过去的杀伤活性显着相关。在STAT1或MYC活性与NK细胞杀伤之间没有观察到相关性。
    将转录因子活性的发光显微镜与单细胞RNA测序相结合是将功能表型分配给推断的转录组学数据的有效手段。
    在线版本包含补充材料,可在10.1007/s12195-024-00812-3获得。
    UNASSIGNED: Natural killer (NK) cell-based therapies are a promising new method for treating indolent cancer, however engineering new therapies is complex and progress towards therapy for solid tumors is slow. New methods for determining the underlying intracellular signaling driving the killing phenotype would significantly improve this progress.
    UNASSIGNED: We combined single-cell RNA sequencing with live cell imaging of a model system of NK cell killing to correlate transcriptomic data with functional output. A model of NK cell activity, the NK-92 cell line killing of HeLa cervical cancer cells, was used for these studies. NK cell killing activity was observed by microscopy during co-culture with target HeLa cells and killing activity subsequently manually mapped based on NK cell location and Annexin V expression. NK cells from this culture system were profiled by single-cell RNA sequencing using the 10× Genomics platform, and transcription factor activity inferred using the Viper and DoRothEA R packages. Luminescent microscopy of reporter constructs in the NK cells was then used to correlate activity of inferred transcriptional activity with killing activity.
    UNASSIGNED: NK cells had heterogeneous killing activity during 10 h of culture with target HeLa cells. Analysis of the single cell sequencing data identified Nuclear Factor Kappa B (NF-κB), Signal Transducer and Activator of Transcription 1 (STAT1) and MYC activity as potential drivers of NK cell functional phenotype in our model system. Live cell imaging of the transcription factor activity found NF-κB activity was significantly correlated with past killing activity. No correlation was observed between STAT1 or MYC activity and NK cell killing.
    UNASSIGNED: Combining luminescent microscopy of transcription factor activity with single-cell RNA sequencing is an effective means of assigning functional phenotypes to inferred transcriptomics data.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s12195-024-00812-3.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:几十年来,免疫疗法一直是膀胱癌治疗和管理的组成部分,近年来,免疫检查点抑制剂(ICIs)改变了患者的护理。然而,对T细胞靶向的ICIs,如程序性细胞死亡蛋白1(PD-1)和程序性细胞死亡配体1(PD-L1)阻断抗体,对补充免疫疗法的关键需求。有希望的策略涉及利用自然杀伤(NK)细胞的激活潜力。它们通过种系编码的激活受体的信号传导迅速发挥其抗肿瘤活性,并通过多态性HLAI类的调节对新的组织微环境迅速敏感。KIR和NKG2A受体。
    目的:在这篇综述中,我们研究了目前可用的NK靶向抗肿瘤治疗策略的作用,如工程病毒载体,小分子IMID,NK激动剂抗体,白细胞介素,和嵌合抗原受体(CAR)NK细胞,以及它们在提高免疫治疗膀胱癌疗效方面的潜力。
    方法:通过对现有文献的回顾,我们总结了我们对NK细胞在实体瘤和血液系统恶性肿瘤中的作用,因为它们与已经应用于膀胱癌治疗的新型免疫疗法有关,或者为考虑作为潜在的新型免疫治疗策略提供了理论基础.
    结果:NK细胞在塑造肿瘤微环境(TME)方面发挥着关键作用,可用于改善T细胞靶向免疫疗法。
    结论:新的证据表明,NK细胞是改善膀胱癌免疫治疗中抗肿瘤功能的主要靶点。进一步研究在膀胱癌的免疫治疗环境中分析NK细胞可以帮助识别可能最大程度地受益于NK细胞靶向免疫治疗和利用其抗肿瘤特性的各种方法的患者。
    BACKGROUND: For decades, immunotherapies have been integral for the treatment and management of bladder cancer, with immune checkpoint inhibitors (ICIs) transforming patient care in recent years. However, response rates are poor to T cell-targeted ICIs such as programmed cell death protein 1 (PD-1) and programmed cell death-ligand 1 (PD-L1) blocking antibodies, framing a critical need for complementary immunotherapies. Promising strategies involve harnessing the activation potential of natural killer (NK) cells. They quickly exert their antitumor activity via signaling through germline-encoded activating receptors and are rapidly sensitized to new tissue microenvironments via their regulation by polymorphic HLA class I, KIR and NKG2A receptors.
    OBJECTIVE: In this review, we examined the roles of currently available NK-targeted antitumor treatment strategies such as engineered viral vectors, small-molecule IMiDs, NK agonist antibodies, interleukins, and chimeric antigen receptor (CAR) NK cells, and their potential for improving the efficacy of immunotherapy in the treatment of bladder cancer.
    METHODS: Through review of current literature, we summarized our knowledge of NK cells in solid tumors and hematologic malignancies as their roles pertain to novel immunotherapies already being applied to the treatment of bladder cancer or that offer rationale for considering as potential novel immunotherapeutic strategies.
    RESULTS: NK cells play a critical role in shaping the tumor microenvironment (TME) that can be exploited to improve T cell-targeted immunotherapies.
    CONCLUSIONS: Emerging evidence suggests that NK cells are a prime target for improving antitumor functions in immunotherapies for the treatment of bladder cancer. Further research into profiling NK cells in settings of immunotherapies for bladder cancer could help identify patients who might maximally benefit from NK cell-targeted immunotherapies and the various approaches for exploiting their antitumor properties.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    噬血细胞性淋巴组织细胞增生症(HLH)是一种威胁生命的免疫病症,其特征在于不受控制的淋巴细胞和巨噬细胞活化以及随后的细胞因子风暴。及时开始免疫抑制治疗对于生存至关重要。
    这里,我们利用Vγ9Vδ2T细胞脱颗粒来开发一种用于HLH诊断的新型功能检测方法。我们比较了新的测定与传统的自然杀伤(NK)细胞刺激方法在效率方面,特异性,和可靠性。我们的分析涉及182个人的213个样本,包括来自12名脱颗粒缺乏症患者的23个样本(10名UNC13D缺乏症患者,1患有STXBP2缺乏症,1患有RAB27A缺乏症)。
    虽然两个测试都表现出100%的灵敏度,Vγ9Vδ2T细胞脱颗粒试验显示出比NK细胞脱颗粒试验高86.2%(n=70)的特异性,特异性为78.9%(n=213)。Vγ9Vδ2T细胞脱颗粒测定提供了更简单的技术要求和降低的劳动强度,以更快的处理时间降低对错误的敏感性。
    这种效率源于溶解(E)-4-羟基-3-甲基-丁-2-烯基焦磷酸(HMBPP)粉末的唯一要求,与NK细胞脱颗粒测定所需的K562细胞的复杂维持相反。随着它对错误的敏感性降低,我们预计该测定将需要更少的重复分析,使其特别适合测试婴儿。
    Vγ9Vδ2T细胞脱颗粒测定法是一种用户友好的,高效的HLH诊断工具。它提供了更大的特异性,可靠性,和实用性比既定的方法。我们相信,我们目前的研究结果将有助于及时,准确诊断HLH,从而实现快速治疗和更好的患者预后。
    UNASSIGNED: Hemophagocytic lymphohistiocytosis (HLH) is a life-threatening immune disorder characterized by uncontrolled lymphocyte and macrophage activation and a subsequent cytokine storm. The timely initiation of immunosuppressive treatment is crucial for survival.
    UNASSIGNED: Here, we harnessed Vγ9Vδ2 T cell degranulation to develop a novel functional assay for the diagnosis of HLH. We compared the novel assay with the conventional natural killer (NK) cell stimulation method in terms of efficiency, specificity, and reliability. Our analysis involved 213 samples from 182 individuals, including 23 samples from 12 patients with degranulation deficiency (10 individuals with UNC13D deficiency, 1 with STXBP2 deficiency, and 1 with RAB27A deficiency).
    UNASSIGNED: While both tests exhibited 100% sensitivity, the Vγ9Vδ2 T cell degranulation assay showed a superior specificity of 86.2% (n=70) compared to the NK cell degranulation assay, which achieved 78.9% specificity (n=213). The Vγ9Vδ2 T cell degranulation assay offered simpler technical requirements and reduced labor intensity, leading to decreased susceptibility to errors with faster processing times.
    UNASSIGNED: This efficiency stemmed from the sole requirement of dissolving (E)-4-hydroxy-3-methyl-but-2-enyl pyrophosphate (HMBPP) powder, contrasting with the intricate maintenance of K562 cells necessary for the NK cell degranulation assay. With its diminished susceptibility to errors, we anticipate that the assay will require fewer repetitions of analysis, rendering it particularly well-suited for testing infants.
    UNASSIGNED: The Vγ9Vδ2 T cell degranulation assay is a user-friendly, efficient diagnostic tool for HLH. It offers greater specificity, reliability, and practicality than established methods. We believe that our present findings will facilitate the prompt, accurate diagnosis of HLH and thus enable rapid treatment and better patient outcomes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    这项研究调查了与自然杀伤(NK)细胞线粒体膜电位(MMP或ΔkWm)相关的潜在预测模型,以预测COVID-19重症患者的死亡。
    我们纳入了2022年12月至2023年1月在北京协和医院就诊的97名不同严重程度的COVID-19患者。根据标本收集期间的氧气和机械通气使用情况将患者分为三组,并在3个月时随访生存和死亡。通过流式细胞术检测淋巴细胞亚群MMP。我们通过整合确定的关键指标并生成受试者工作曲线(ROC)来构建联合诊断模型,并评估其对危重患者死亡风险的预测性能。
    COVID-19死亡的危重患者NK细胞MMP中位荧光强度(MFI)显著降低(p<0.0001),与D-二聚体含量呈显著正相关(r=0.56,p=0.0023)。随机森林模型表明纤维蛋白原水平和NK细胞MMPMFI是最重要的指标。对ROC的上述预测模型进行积分得到0.94的曲线下面积。
    这项研究揭示了将NK细胞MMP与关键临床指标(D-二聚体和纤维蛋白原水平)相结合来预测COVID-19危重患者死亡的潜力,这可能有助于对危重患者进行早期风险分层,并改善患者护理和临床预后。
    UNASSIGNED: This study investigated potential predictive models associated with natural killer (NK) cell mitochondrial membrane potential (MMP or ΔΨm) in predicting death among critically ill patients with COVID-19.
    UNASSIGNED: We included 97 patients with COVID-19 of different severities attending Peking Union Medical College Hospital from December 2022 to January 2023. Patients were divided into three groups according to oxygen and mechanical ventilation use during specimen collection and were followed for survival and death at 3 months. The lymphocyte subpopulation MMP was detected via flow cytometry. We constructed a joint diagnostic model by integrating identified key indicators and generating receiver operating curves (ROCs) and evaluated its predictive performance for mortality risk in critically ill patients.
    UNASSIGNED: The NK-cell MMP median fluorescence intensity (MFI) was significantly lower in critically ill patients who died from COVID-19 (p<0.0001) and significantly and positively correlated with D-dimer content in critically ill patients (r=0.56, p=0.0023). The random forest model suggested that fibrinogen levels and NK-cell MMP MFI were the most important indicators. Integrating the above predictive models for the ROC yielded an area under the curve of 0.94.
    UNASSIGNED: This study revealed the potential of combining NK-cell MMP with key clinical indicators (D-dimer and fibrinogen levels) to predict death among critically ill patients with COVID-19, which may help in early risk stratification of critically ill patients and improve patient care and clinical outcomes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号