immunophenotyping

免疫表型分型
  • 文章类型: Journal Article
    背景:LUAD和TB之间存在关联,结核病会增加肺腺癌的风险。然而,结核病在肺腺癌发展中的作用尚未明确.方法:获得来自TB和LUAD肺样本的DEGs以鉴定TB-LUAD共有的DEGs。对TCGA队列进行共识聚类以表征TB转录组衍生的肺腺癌亚型的独特变化。基于TB特征构建预后模型以探索亚组的表征。最后,进行了潜在标志物的实验验证和单细胞分析。结果:我们表征了三种具有独特临床特征的分子亚型,细胞浸润,和途径改变表现。我们在六个队列中构建并验证了与结核病相关的签名。与TB相关的签名具有特征性的改变,可作为免疫治疗反应的有效预测指标。通过RT-qPCR验证预后相关的新标志物KRT80、C1QTNF6和TRPA1。KRT80与肺腺癌疾病进展之间的关联在大容量转录组和单细胞转录组中得到证实。结论:第一次,我们对结核病特征进行了全面的生物信息学分析,以确定肺腺癌的亚型.TB相关标签预测预后并鉴定潜在标志物。该结果揭示了肺结核在肺腺癌进展中的潜在致病关联。
    Background: There is an association between LUAD and TB, and TB increases the risk of lung adenocarcinogenesis. However, the role of TB in the development of lung adenocarcinoma has not been clarified. Methods: DEGs from TB and LUAD lung samples were obtained to identify TB-LUAD-shared DEGs. Consensus Clustering was performed on the TCGA cohort to characterize unique changes in TB transcriptome-derived lung adenocarcinoma subtypes. Prognostic models were constructed based on TB signatures to explore the characterization of subgroups. Finally, experimental validation and single-cell analysis of potential markers were performed. Results: We characterized three molecular subtypes with unique clinical features, cellular infiltration, and pathway change manifestations. We constructed and validated TB-related Signature in six cohorts. TB-related Signature has characteristic alterations, and can be used as an effective predictor of immunotherapy response. Prognostically relevant novel markers KRT80, C1QTNF6, and TRPA1 were validated by RT-qPCR. The association between KRT80 and lung adenocarcinoma disease progression was verified in Bulk transcriptome and single-cell transcriptome. Conclusion: For the first time, a comprehensive bioinformatics analysis of tuberculosis signatures was used to identify subtypes of lung adenocarcinoma. The TB-related Signature predicted prognosis and identified potential markers. This result reveals a potential pathogenic association of tuberculosis in the progression of lung adenocarcinoma.
    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
    甲状腺相关眼病(TAO)被认为是器官特异性自身免疫性疾病。多形核中性粒细胞(PMN)与TAO的发病机理有关。然而,对PMN在TAO发展中的作用知之甚少,TAO中PMN与B细胞和CD4+T细胞之间的关系要小得多。
    本研究旨在探讨PMN的表型特征以及PMN与CD4+T细胞和B细胞亚群在TAO发病机制中的关系。
    收集了135名TAO患者的血常规信息,95例无TAO(GD)患者的Grave病,和116个正常控制(NC),40例TAO患者外周血中PMN的表面标志物表达及CD4+T细胞和B细胞亚群水平,17例GD患者,通过流式细胞术评估45个NC。
    PMN的水平,CD62L+PMN,CD54+PMN,CD4+T细胞,TAO患者的Th17细胞比NC增加,而与NC相比,TAO组的Treg细胞较低。各组间Th1和浆细胞无统计学差别。PMN与Th17细胞呈正相关,但不是Th1Treg,和浆细胞。
    在本研究中,我们发现TAO中PMN和PMN亚群细胞的百分比明显高于NC,PMN与Th17细胞呈正相关。这表明PMN可能参与TAO的免疫发病,并在此过程中调节Th17细胞的反应。
    UNASSIGNED: Thyroid-associated ophthalmopathy (TAO) is considered to be an organ-specific autoimmune disease. Polymorphonuclear neutrophils (PMN) have been implicated in the pathogenesis of TAO. However, little is known about the role of PMN in the development of TAO, much less the relationship between PMN with B cells and CD4+T cells in TAO.
    UNASSIGNED: This study aims to investigate the phenotypic characteristics of PMN and the relationship between PMN with CD4+T cell and B cell subsets in the pathogenesis of TAO.
    UNASSIGNED: Blood routine information was collected from 135 TAO patients, 95 Grave\'s disease without TAO (GD) patients, and 116 normal controls (NC), while surface marker expression of PMN and the level of CD4+T cell and B cell subsets in peripheral blood from 40 TAO patients, 17 GD patients, and 45 NC was assessed by flow cytometry.
    UNASSIGNED: The level of PMN, CD62L+PMN, CD54+PMN, CD4+T cells, and Th17 cells displayed an increase in TAO patients than NC, while Treg cells were lower in the TAO group compared to NC. There was no statistical difference in Th1 and plasma cells among the groups. PMN were positively correlated with Th17 cells, but not the Th1, Treg, and plasma cells.
    UNASSIGNED: In the present study, we found that the percentage of PMN and PMN subset cells was significantly higher in TAO than in NC, and PMN were positively correlated with Th17 cells. It suggests that PMN may be involved in the immunopathogenesis of TAO and modulate the Th17 cell response during this process.
    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
    肾上腺皮质癌(ACC)是一种罕见的肾上腺恶性肿瘤。目前,ACC的诊断标准尚未统一,有包括Weiss评分系统在内的多个诊断标准,包含核分裂象、坏死及血管侵犯等增殖及侵袭性相关组织学特征。近年来关于ACC免疫表型的研究逐渐发展,网状纤维染色及免疫组织化学标志物Ki-67、胰岛素样生长因子2、β-catenin、p53、CYP11B1、DAXX/ATRX及错配修复相关蛋白等均被发现用于辅助ACC的诊断。.
    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
    目的: 探讨血管免疫母细胞性T细胞淋巴瘤(AITL)伴单克隆性浆细胞增生的临床病理学特征。 方法: 收集福建医科大学附属龙岩第一医院2019和2021年期间诊断的2例AITL伴单克隆性浆细胞增生病例,采用HE、免疫组织化学染色,观察组织学形态、免疫表型特征,原位杂交的方法检测EB病毒编码RNA,聚合酶链反应(PCR)检测免疫球蛋白(Ig)基因和T细胞受体(TCR)基因克隆性重排,并结合文献进行复习。 结果: 2例AITL伴单克隆性浆细胞增生的病例均为女性,例1和例2患者年龄分别为72岁和48岁;例1为腹股沟淋巴结,例2为颈部淋巴结。主要临床症状为全身淋巴结无痛性肿大,例1伴低热和胸腹腔积液,例2伴卵巢受累。光镜下,淋巴结结构完全或部分破坏,瘤细胞中等到大,胞质丰富、淡染,核不规则、扭曲或圆形,背景见多种炎性细胞浸润,其中浆细胞数量突出,例2伴有较多B免疫母细胞增生。在免疫表型上,CD21示紊乱增生的滤泡树突细胞网,肿瘤细胞表达多个T细胞标志物CD4(2/2)、CD3(2/2)、CD2(2/2)、CD7(2/2)和CD5(1/2);大部分肿瘤细胞表达滤泡辅助T细胞标志物CXCL13、bcl-6、PD1和ICOS,局灶表达CD10。背景中的浆细胞例1呈Lambda轻链限制性、例2为Kappa轻链限制性。分子检测显示例1 IgH基因克隆性重排检测阳性,例2为TCR基因克隆性重排检测阳性。 结论: AITL伴单克隆性浆细胞增生罕见,病变淋巴结内可伴有明显B免疫母细胞增生,IgH基因可呈克隆性重排,易误诊为浆细胞病变或B细胞淋巴瘤,充分认识AITL多样的形态学及基因重排特征有助于避免误诊。.
    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
    单形上皮性肠道T细胞淋巴瘤(MEITL),也被称为II型肠病相关T细胞淋巴瘤,是源自上皮间T淋巴细胞的结外淋巴组织的罕见恶性淋巴瘤。MEITL是一种原发性肠道T细胞淋巴瘤,具有挑战性的诊断和侵袭性进展,它可以侵入其他肠外部位。在这项研究中,我们报告了4例诊断为MEITL的患者。所有患者均出现腹痛,1例患者因急性肠穿孔入院。两名患者出现未形成的排便和腹泻。所有患者均携带免疫表型CD3,CD7,CD8,CD20和CD56,Ki-67指数范围为60%至90%。使用下一代测序对3例病例进行分析。一个病例显示可能相关的CREBBP改变,NOTCH2、SETD2和STAT5B,另一例表现为NOTCH1的明确改变,可能是CCND1和DNMT3A的相关改变,以及HISTH3B的潜在相关改变,IGLL5,KMT2C,还有KRAS.使用不同的化疗方案,但预后较差.因此,我们说明,因为它的发病率低,具有挑战性的诊断,治疗困难,迫切需要进一步的治疗改进.
    Monomorphic epitheliotropic intestinal T-cell lymphoma (MEITL), also known as type II enteropathy-associated T-cell lymphoma, is a rare malignant lymphoma of the extranodal lymphoid tissue derived from interepithelial T lymphocytes. MEITL is a primary intestinal T-cell lymphoma with a challenging diagnosis and aggressive progression, and it can invade other extraintestinal sites. In this study, we report four patients diagnosed with MEITL. All patients presented with abdominal pain, and one patient was admitted because of acute intestinal perforation. Two patients presented with unformed defecation and diarrhea. All patients carried the immunophenotypes CD3, CD7, CD8, CD20, and CD56, and the Ki-67 index ranged 60% to 90%. Three cases were analyzed using next-generation sequencing. One case displayed possibly relevant alterations of CREBBP, NOTCH2, SETD2, and STAT5B, and another case exhibited definite alteration of NOTCH1, possibly relevant alterations of CCND1 and DNMT3A, and potentially relevant alterations of HISTH3B, IGLL5, KMT2C, and KRAS. Different chemotherapy regimens were used, but the prognosis was poor. Hence, we illustrated that because of its low incidence, challenging diagnosis, and difficult treatment, further therapeutic improvements are urgently warranted.
    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
    目的:杂合子STAT1功能增益(GOF)突变是先天性免疫错误中慢性粘膜皮肤念珠菌病(CMC)的最常见原因。临床上,这些突变表现为广泛的免疫失调,包括自身免疫性疾病,血管疾病,和恶性肿瘤。免疫失调的致病机制及其对免疫细胞的影响尚未完全理解。在治疗中,JAK抑制剂已经在一些患者中显示出治疗有效性。
    方法:我们分析了临床表现,细胞表型,5名台湾STAT1GOF患者的功能影响。
    结果:我们在2个台湾家庭的5名患者中发现了两个新的GOF突变,出现CMC症状,迟发性酒渣鼻,和自身免疫。患者细胞显示出增强的磷酸化和延迟的去磷酸化。先天和适应性免疫细胞都有改变,包括CD38+HLADR+CD8+T细胞的扩增,向Th1倾斜激活的Tfh细胞,减少记忆,边缘区和无能B细胞,所有主要的功能性树突状细胞谱系,和经典单核细胞的减少。Baricitinib显示出治疗效果,无副作用。
    结论:我们的研究提供了台湾STAT1GOF患者的第一个全面的临床和分子特征,并强调了可能与STAT1GOF患者自身免疫有关的T和B细胞亚群失调。它还证明了baricitinib在儿科患者中的治疗安全性和有效性。需要进一步的研究来描绘异常STAT1信号传导如何导致细胞群体的变化以及更好地与疾病的临床表现联系。
    OBJECTIVE: Heterozygous STAT1 Gain-of-Function (GOF) mutations are the most common cause of chronic mucocutaneous candidiasis (CMC) among Inborn Errors of Immunity. Clinically, these mutations manifest as a broad spectrum of immune dysregulation, including autoimmune diseases, vascular disorders, and malignancies. The pathogenic mechanisms of immune dysregulation and its impact on immune cells are not yet fully understood. In treatment, JAK inhibitors have shown therapeutic effectiveness in some patients.
    METHODS: We analyzed clinical presentations, cellular phenotypes, and functional impacts in five Taiwanese patients with STAT1 GOF.
    RESULTS: We identified two novel GOF mutations in 5 patients from 2 Taiwanese families, presenting with symptoms of CMC, late-onset rosacea, and autoimmunity. The enhanced phosphorylation and delayed dephosphorylation were displayed by the patients\' cells. There are alterations in both innate and adaptive immune cells, including expansion of CD38+HLADR +CD8+ T cells, a skewed activated Tfh cells toward Th1, reduction of memory, marginal zone and anergic B cells, all main functional dendritic cell lineages, and a reduction in classical monocyte. Baricitinib showed therapeutic effectiveness without side effects.
    CONCLUSIONS: Our study provides the first comprehensive clinical and molecular characteristics in STAT1 GOF patient in Taiwan and highlights the dysregulated T and B cells subsets which may hinge the autoimmunity in STAT1 GOF patients. It also demonstrated the therapeutic safety and efficacy of baricitinib in pediatric patient. Further research is needed to delineate how the aberrant STAT1 signaling lead to the changes in cellular populations as well as to better link to the clinical manifestations of the disease.
    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
    目的:证实免疫细胞与卵巢过度刺激综合征之间的因果关系。
    方法:获取数据,收集单核苷酸多态性,检测工具变量的异质性,评估因果关系,并评估双向因果关系。
    方法:一项两项孟德尔研究,以确认免疫细胞与卵巢过度刺激综合征之间的因果关系。
    方法:免疫细胞表型(包括来自3757个欧洲个体的GWAS的2200万个SNP)。
    方法:方差反向加权,单样本分析,MR-Egger,使用加权中位数和加权模式评估731种免疫表型与卵巢过度刺激综合征之间的因果关系。加权中位数和孟德尔随机化多效应残差以及孟德尔随机化多效应残差和离群值检验用于评估两者之间的双向因果关系。
    结果:错误发现率校正后,发现9种免疫表型与卵巢过度刺激综合征的风险显着相关。B细胞面板:IgD+AC(或,0.90)、CD24+CD27+上的CD19(OR,0.86)、CD20-CD38上的BAFF-R(或,-1.22);成熟T细胞组面板:EMDN(CD4-CD8-)AC(OR,1.46);髓系细胞面板:MoMDSCAC(OR,1.13)、CD33brHLA-DR+上的CD45(或,0.87);单核细胞面板:单核细胞上的HLA-DR(OR,0.86)、CD14+CD16+单核细胞上的CCR2(OR,1.15)、cDC面板:髓样DC上的HLA-DR(OR,0.89)。
    结论:这项研究通过遗传手段显示了OHSS和免疫细胞之间的潜在联系,为今后的临床和基础研究提供新的思路。
    OBJECTIVE: To confirm the causal relationship between immune cells and Ovarian Hyperstimulation Syndrome.
    METHODS: Obtaining data, collecting single nucleotide polymorphisms, detecting instrumental variables heterogeneity, assessing causality, and assessing bidirectional causality.
    METHODS: A two sample Mendelian study to confirm the causal relationship between immune cells and Ovarian Hyperstimulation Syndrome.
    METHODS: Immune cell phenotype (including 22 million SNPs from GWAS on 3757 European individuals).
    METHODS: Inverse variance weighting, one-sample analysis, MR-Egger, weighted median and weighted mode are used to assess the causal relationship between 731 immunophenotypes and Ovarian Hyperstimulation Syndrome. The weighted median and Mendelian Randomization multi-effect residuals and Mendelian Randomization multi-effect residuals and outlier tests are used to assess bidirectional causality between this two.
    RESULTS: After False Discovery Rate correction, 9 immunophenotypes were found to be significantly associated with the risk of Ovarian Hyperstimulation Syndrome. B cell panel: IgD+ AC (OR, 0.90) 、CD19 on CD24+ CD27+ (OR, 0.86) 、BAFF-R on CD20- CD38 (OR, -1.22); Mature T cell group panel: EM DN (CD4 -CD8-) AC (OR, 1.46); Myeloid cell panel: Mo MDSC AC (OR, 1.13) 、CD45 on CD33br HLA-DR+ (OR, 0.87); Monocyte panel: HLA-DR on monocyte (OR, 0.86) 、CCR2 on CD14+ CD16+ monocyte (OR, 1.15) 、cDC panel: HLA-DR on myeloid DC (OR, 0.89).
    CONCLUSIONS: This study shows the potential link between OHSS and immune cells by genetic means, providing new ideas for future clinical and basic research.
    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
    DKD,慢性肾脏和终末期肾脏疾病的主要原因,缺乏强大的免疫学研究。最近利用SNP和CNV的GWAS揭示了肾脏疾病的免疫机制。然而,DKD的免疫学基础仍然难以捉摸。我们的目标是使用孟德尔随机化来解开免疫细胞和DKD之间的因果关系。
    我们分析了FinnGen数据(1032例DKD病例,451,248个对照)具有731个免疫细胞GWAS摘要(MP=32,MFI=389,AC=118,RC=192)。我们采用正向和反向孟德尔随机化来探索免疫细胞性状与DKD之间的因果关系。灵敏度分析确保了鲁棒性,异质性检查,和FDR校正最小化误报。
    我们的研究使用双样本孟德尔随机化(MR)和IVW探索了糖尿病肾病(DKD)与免疫表型之间的因果关系。在FDR校正后,在p<0.05处,九种免疫表型与DKD显著相关。Treg亚群中CD24、CD3升高,CD39+CD4+,CD33-HLADR-AC与DKD风险呈正相关,而B细胞中的CD27与CD4+中的SSC-A呈负相关。值得注意的是,虽然没有显示出显著的保护,进一步研究免疫细胞在DKD中的作用可能提供有价值的见解。
    这项研究的结果表明,免疫细胞与DKD密切相关,这可能有助于未来的临床研究。
    UNASSIGNED: DKD, a leading cause of chronic kidney and end-stage renal disease, lacks robust immunological research. Recent GWAS utilizing SNPs and CNVs has shed light on immune mechanisms of kidney diseases. However, DKD\'s immunological basis remains elusive. Our goal is to unravel cause-effect relationships between immune cells and DKD using Mendelian randomization.
    UNASSIGNED: We analyzed FinnGen data (1032 DKD cases, 451,248 controls) with 731 immunocyte GWAS summaries (MP=32, MFI=389, AC=118, RC=192). We employed forward and reverse Mendelian randomization to explore causal links between immune cell traits and DKD. Sensitivity analysis ensured robustness, heterogeneity checks, and FDR correction minimized false positives.
    UNASSIGNED: Our study explored the causal link between diabetic nephropathy (DKD) and immunophenotypes using two-sample Mendelian Randomization (MR) with IVW. Nine immunophenotypes were significantly associated with DKD at p<0.05 after FDR correction. Elevated CD24, CD3 in Treg subsets, CD39+ CD4+, and CD33- HLA DR- AC correlated positively with DKD risk, while CD27 in B cells and SSC-A in CD4+ inversely correlated. Notably, while none showed significant protection, further research on immune cells\' role in DKD may provide valuable insights.
    UNASSIGNED: The results of this study show that the immune cells are closely related to DKD, which may be helpful in the future clinical study.
    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:现有研究对免疫细胞之间的联系提出了有限和不同的发现,血浆代谢物,和代谢功能障碍相关的脂肪变性肝病(MASLD)。本研究旨在探讨免疫细胞与MASLD之间的因果关系。此外,我们旨在鉴定和量化代谢物的潜在介导作用.
    方法:孟德尔随机化(MR)分析使用来自MASLD全基因组关联研究的两个数据样本进行,包括2568名患者和409,613名对照个体。此外,一项介导的MR研究用于定量代谢物介导的免疫细胞对MASLD的影响.
    结果:在这项研究中,八种免疫表型与MASLD的风险有关,35种代谢物/代谢物比率与MASLD的发生有关。此外,共有6种免疫表型和代谢因子组合显示了对MASLD发生的影响,虽然代谢产物的介导作用不显著。
    结论:我们的研究表明,某些免疫表型和代谢物/代谢物比率与MASLD具有独立的因果关系。此外,我们确定了与MASLD风险增加相关的特定代谢物/代谢物比率.然而,它们在免疫表型和MASLD之间的因果关系中的中介作用不显著.在临床实践中,重要的是要考虑MASLD患者的免疫和代谢紊乱。
    BACKGROUND: Existing studies have presented limited and disparate findings on the nexus between immune cells, plasma metabolites, and metabolic dysfunction-associated steatotic liver disease (MASLD). The aim of this study was to investigate the causal relationship between immune cells and MASLD. Additionally, we aimed to identify and quantify the potential mediating role of metabolites.
    METHODS: A Mendelian randomization (MR) analysis was conducted using two samples of pooled data from genome-wide association studies on MASLD that included 2568 patients and 409,613 control individuals. Additionally, a mediated MR study was employed to quantify the metabolite-mediated immune cell effects on MASLD.
    RESULTS: In this study, eight immunophenotypes were linked to the risk of MASLD, and thirty-five metabolites/metabolite ratios were linked to the occurrence of MASLD. Furthermore, a total of six combinations of immunophenotypic and metabolic factors demonstrated effects on the occurrence of MASLD, although the mediating effects of metabolites were not significant.
    CONCLUSIONS: Our study demonstrated that certain immunophenotypes and metabolite/metabolite ratios have independent causal relationships with MASLD. Furthermore, we identified specific metabolites/metabolite ratios that are associated with an increased risk of MASLD. However, their mediating role in the causal association between immunophenotypes and MASLD was not significant. It is important to consider immune and metabolic disorders among patients with MASLD in clinical practice.
    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
    住院患者的社区获得性肺炎(CAP)的临床表现表现出异质性。炎症和免疫反应在CAP发育中起重要作用。然而,对CAP患者免疫表型的研究有限,很少有机器学习(ML)模型分析免疫指标。
    在新华医院进行了一项回顾性队列研究,隶属于上海交通大学。纳入符合预定义标准的患者,并使用无监督聚类来鉴定表型。还比较了具有不同表型的患者的不同结局。通过机器学习方法,我们全面评估CAP患者的疾病严重程度.
    本研究共纳入了1156例CAP患者。在训练组(n=809)中,我们在患者中确定了三种免疫表型:表型A(42.0%),表型B(40.2%),和表型C(17.8%),表型C对应于更严重的疾病。在验证队列中可以观察到类似的结果。最佳预后模型,SuperPC,达到最高的平均C指数0.859。为了预测CAP严重程度,随机森林模型精度高,训练和验证队列中的C指数为0.998和0.794,分别。
    CAP患者可以分为三种不同的免疫表型,每个都具有预后相关性。通过利用临床免疫学数据,机器学习在预测CAP患者的死亡率和疾病严重程度方面具有潜力。进一步的外部验证研究对于确认适用性至关重要。
    UNASSIGNED: The clinical presentation of Community-acquired pneumonia (CAP) in hospitalized patients exhibits heterogeneity. Inflammation and immune responses play significant roles in CAP development. However, research on immunophenotypes in CAP patients is limited, with few machine learning (ML) models analyzing immune indicators.
    UNASSIGNED: A retrospective cohort study was conducted at Xinhua Hospital, affiliated with Shanghai Jiaotong University. Patients meeting predefined criteria were included and unsupervised clustering was used to identify phenotypes. Patients with distinct phenotypes were also compared in different outcomes. By machine learning methods, we comprehensively assess the disease severity of CAP patients.
    UNASSIGNED: A total of 1156 CAP patients were included in this research. In the training cohort (n=809), we identified three immune phenotypes among patients: Phenotype A (42.0%), Phenotype B (40.2%), and Phenotype C (17.8%), with Phenotype C corresponding to more severe disease. Similar results can be observed in the validation cohort. The optimal prognostic model, SuperPC, achieved the highest average C-index of 0.859. For predicting CAP severity, the random forest model was highly accurate, with C-index of 0.998 and 0.794 in training and validation cohorts, respectively.
    UNASSIGNED: CAP patients can be categorized into three distinct immune phenotypes, each with prognostic relevance. Machine learning exhibits potential in predicting mortality and disease severity in CAP patients by leveraging clinical immunological data. Further external validation studies are crucial to confirm applicability.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号