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A scan of pleiotropic immune mediated disease genes identifies novel determinants of baseline FVIII inhibitor status in hemophilia A 多效性免疫介导疾病基因扫描确定血友病A中FVIII抑制剂基线状态的新决定因素。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-04-22 DOI: 10.1038/s41435-025-00325-7
Marcio A. Almeida, Vincent P. Diego, Kevin R. Viel, Bernadette W. Luu, Karin Haack, Rajalingam Raja, Afshin Ameri, Meera Chitlur, Natalia Rydz, David Lillicrap, Raymond G. Watts, Craig M. Kessler, Christopher Ramsey, Long V. Dinh, Benjamin Kim, Jerry S. Powell, Eron G. Manusov, Juan M. Peralta, Ruayda Bouls, Shirley M. Abraham, Yu-Min Shen, Carlos M. Murillo, Henry Mead, Paul V. Lehmann, Eli J. Fine, Miguel A. Escobar, Satish Kumar, Barbara A. Konkle, Sarah Williams-Blangero, Carol K. Kasper, Laura Almasy, Shelley A. Cole, John Blangero, Tom E. Howard
Hemophilia-A (HA) is the X-linked bleeding disorder caused by heterogeneous factor (F)VIII gene (F8)-mutations and deficiencies in plasma-FVIII-activity that prevent intrinsic-pathway mediated coagulation-amplification. Severe-HA patients (HAPs) require life-long infusions of therapeutic-FVIII-proteins (tFVIIIs) but ~30% develop neutralizing-tFVIII-antibodies called “FVIII-inhibitors (FEIs)”. We investigated the genetics underlying the variable risk of FEI-development in 450 North American HAPs (206 and 244 respectively self-reporting black-African- or white-European-ancestry) by analyzing the genotypes of single-nucleotide-variations (SNVs) in candidate immune-mediated-disease (IMD)-genes using a binary linear-mixed model of genetic association with baseline-FEI-status, the dependent variable, while simultaneously accounting for their genetic relationships and heterogeneous-F8-mutations to prevent the statistical problem of non-independence. We a priori selected gene-centric-association-scans of pleiotropic-IMD-genes implicated in the development of either ≥2 autoimmune-/autoinflammatory-disorders (AADs) or FEIs and ≥1 AAD. We found that baseline-FEI-status was significantly associated with NOS2A (rs117382854; p = 3.2 × 10−6) and B3GNT2 (rs10176009; p = 5.1 × 10−6)—pleiotropic-IMD-genes known previously to function in anti-microbial-/-tumoral-immunity but not in the development of FEIs—and confirmed associations with CTLA4 (rs231780; p = 2.2 × 10−5). We also found that baseline-FEI-status has a substantial heritability (~55%) that involves (i) a F8-mutation-specific component of ~8%, (ii) an additive-genetic contribution from SNVs in IMD-genes of ~47%, and (iii) race, which is a significant determinant independent of F8-mutation-types and non-F8-genetics.
血友病a- a (HA)是由异质因子(F)VIII基因(F8)突变和血浆fviii活性不足引起的x连锁出血疾病,可阻止内在途径介导的凝血放大。严重ha患者(HAPs)需要终生输注治疗性tfviii蛋白(tfviii),但约30%的患者会产生称为“fviii抑制剂(FEIs)”的中和性tfviii抗体。我们通过使用与基线fei状态(因变量)遗传关联的二元线性混合模型,分析候选免疫介导疾病(IMD)基因的单核苷酸变异(snv)基因型,研究了450名北美HAPs(分别为206名和244名自我报告的黑人-非洲或白人-欧洲血统)发生fei的可变风险的遗传学。同时考虑它们的遗传关系和异质f8突变,以防止非独立性的统计问题。我们先验地选择了与≥2种自身免疫/自身炎症疾病(AAD)或FEIs和≥1种AAD相关的多益性imd基因的基因中心关联扫描。我们发现基线fei状态与NOS2A显著相关(rs117382854;p = 3.2 × 10-6)和B3GNT2 (rs10176009;p = 5.1 × 10-6)-多效性- imd基因先前已知在抗微生物/肿瘤免疫中起作用,但在feis的发展中不起作用,并证实与CTLA4 (rs231780;p = 2.2 × 10-5)。我们还发现,基线fei状态具有相当大的遗传力(~55%),其中包括(i) f8突变特异性成分(~ 8%),(ii) imd基因中snv的加性遗传贡献(~ 47%),以及(iii)种族,这是一个独立于f8突变类型和非f8遗传的重要决定因素。
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引用次数: 0
Comprehensive analysis of heat shock proteins in glioma revealed the association with glioma-associated myeloid cells 对胶质瘤中热休克蛋白的综合分析揭示了其与胶质瘤相关髓样细胞的关联。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-04-15 DOI: 10.1038/s41435-025-00327-5
Jiacheng Xu, Yuduo Guo, Weihai Ning, Jun Wang, Yujia Chen, Deshan Liu, Jingjing Yang, Yongmei Song, Hongwei Zhang
In the central nervous system, glioma stands as the predominant primary brain tumor. Heat shock proteins exerted a critical influence on tumor progression and tumor immune microenvironment. However, research on heat shock proteins in glioma remained ambiguous. We analyzed data from the CPTAC, TCGA, and GTEx databases, identifying seven heat shock protein genes critical to glioma prognosis. Subsequently, through Lasso regression, a model based on heat shock protein genes (DNAJC7, DNAJC12, HSPB2, HSP90B1, HSPA5) was constructed. And the risk score showed a positive correlation to the immune score. Further investigation into immune cells revealed that HSPA5 and HSP90B1 were expressed at higher levels in glioma and significantly linked to M2 macrophage infiltration. Considering the limited research on HSP90B1 in glioma, we further revealed that HSP90B1 might have a connection with two crucial signaling pathways within tumors: PI3K/AKT and Wnt/β-catenin. Given that lactate could promote the M2 polarization of macrophages, we further found that HSP90B1 could enhance the transcription of glycolysis-related genes, including LDHA. Overall, our study demonstrated that heat shock protein genes were significantly linked to glioma patient prognosis. Additionally, we observed that HSP90B1 had a significant relationship with M2 macrophage infiltration and potentially regulated LDHA level in glioma.
在中枢神经系统中,胶质瘤是主要的原发性脑肿瘤。热休克蛋白对肿瘤进展和肿瘤免疫微环境有重要影响。然而,热休克蛋白在胶质瘤中的研究仍不明确。我们分析了来自CPTAC、TCGA和GTEx数据库的数据,确定了7个对胶质瘤预后至关重要的热休克蛋白基因。随后,通过Lasso回归,构建基于热休克蛋白基因(DNAJC7、DNAJC12、HSPB2、HSP90B1、HSPA5)的模型。风险评分与免疫评分呈正相关。对免疫细胞的进一步研究发现,HSPA5和HSP90B1在胶质瘤中表达水平较高,且与M2巨噬细胞浸润显著相关。考虑到HSP90B1在胶质瘤中的研究有限,我们进一步发现HSP90B1可能与肿瘤内PI3K/AKT和Wnt/β-catenin这两条关键信号通路有关。鉴于乳酸可以促进巨噬细胞M2极化,我们进一步发现HSP90B1可以增强糖酵解相关基因的转录,包括LDHA。总的来说,我们的研究表明,热休克蛋白基因与胶质瘤患者的预后显著相关。此外,我们观察到HSP90B1与M2巨噬细胞浸润有显著关系,并可能调节胶质瘤中的LDHA水平。
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引用次数: 0
Transcript-targeted antigen mapping reveals the potential of POSTN splicing junction epitopes in glioblastoma immunotherapy 转录靶向抗原定位揭示了POSTN剪接连接表位在胶质母细胞瘤免疫治疗中的潜力。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-04-03 DOI: 10.1038/s41435-025-00326-6
Zujian Xiong, Chaim T. Sneiderman, Chloe R. Kuminkoski, Jared Reinheimer, Lance Schwegman, ReidAnn E. Sever, Ahmed Habib, Baoli Hu, Sameer Agnihotri, Dhivyaa Rajasundaram, Pascal O. Zinn, Thomas G. Forsthuber, Ian F. Pollack, Xuejun Li, Itay Raphael, Gary Kohanbash
Tumor antigens are crucial for T-cell mediated immunotherapy, but identified antigens for gliomas remain limited. Aberrant splicing variants are commonly expressed in tumors, resulting in unique tumor isoforms with potential antigenic properties. Herein, we analyzed multi-omics data from 587 glioma patients and assembled a library of putative tumor-enriched isoform antigens (TIA) and corresponding peptides presented on each HLA-I allele. We constructed an individual-specific TIA peptide candidate repertoire for each patient based on their TIA expression and HLA-I haplotypes. TIAs were highly expressed, enriched with glioma malignancy, and demonstrated strong HLA-binding affinity. We focused on periostin isoform-203 (POSTN-203), which was associated with poor survival of patients and contained multiple predicted HLA-restricted peptide epitopes. A selected HLA-A11-restricted peptide from POSTN-203 (POSTN-203A11) induced antigen-specific T-cell responses against both peptide-pulsed and POSTN-203-expressing glioma cells in an HLA-specific manner. Our findings highlight TIAs as a promising source of immunogenic antigens and POSTN-203 as a potential promising target for glioma immunotherapy.
肿瘤抗原对t细胞介导的免疫治疗至关重要,但确定的胶质瘤抗原仍然有限。异常剪接变异通常在肿瘤中表达,导致具有潜在抗原性的独特肿瘤异构体。在此,我们分析了来自587名胶质瘤患者的多组学数据,并组装了一个假定的肿瘤富集异构体抗原(TIA)和每个hla - 1等位基因上相应的肽库。我们根据每位患者的TIA表达和hla - 1单倍型构建了个体特异性TIA肽候选库。TIAs高表达,与恶性胶质瘤富集,并表现出很强的hla结合亲和力。我们重点研究了与患者生存率低相关的骨膜蛋白异构体-203 (POSTN-203),该异构体含有多个可预测的hla限制性肽表位。从POSTN-203中选择的hla - a11限制性肽(POSTN-203A11)诱导抗原特异性t细胞以hla特异性方式对肽脉冲和表达POSTN-203的胶质瘤细胞产生反应。我们的研究结果强调TIAs是一种有希望的免疫原性抗原来源,而POSTN-203是神经胶质瘤免疫治疗的潜在有希望的靶点。
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引用次数: 0
Age-dependent gene expression trajectories during early childhood in children at increased risk for type 1 diabetes 1型糖尿病风险增加的儿童早期年龄依赖性基因表达轨迹
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-03-20 DOI: 10.1038/s41435-025-00324-8
Ivo Zeller, Andreas Weiss, Sandra Hummel, Anette-Gabriele Ziegler, Ezio Bonifacio
Early childhood is a period of rapid growth and immune system development. It is also critical for type 1 diabetes (T1D) autoimmunity, which has a peak incidence between 1 and 2 years of age. Here, we investigated age-related longitudinal gene expression changes in peripheral blood mononuclear cells from children aged 3 months to 3 years who had an increased genetic risk for T1D, aiming to delineate gene expression trajectories and identify patterns potentially linked to the development of islet autoimmunity. We found 2 432 genes (12.5% of analyzed genes) to exhibit significant temporal dynamics in the first 3 years of life. These genes were grouped into six major clusters each demonstrating distinct expression trajectories of consistent increase or decrease with age, as well as U-shaped, and inverted U-shaped age-related patterns. Notably, genes in clusters with U-shaped expression trajectories, which mirrored the incidence of islet autoantibodies, were enriched for T1D susceptibility genes, particularly within the Major Histocompatibility Complex (MHC) region. This study underscores the dynamic nature of gene expression in early childhood and its potential connection to T1D risk.
幼儿期是一个快速生长和免疫系统发育的时期。它对1型糖尿病(T1D)自身免疫也至关重要,其发病率在1至2岁之间达到高峰。在这里,我们研究了3个月至3岁的儿童外周血单核细胞中与年龄相关的纵向基因表达变化,这些儿童患T1D的遗传风险增加,旨在描绘基因表达轨迹并确定可能与胰岛自身免疫发展相关的模式。我们发现2432个基因(占分析基因的12.5%)在生命的前3年表现出显著的时间动态。这些基因被分为6个主要簇,每个簇都表现出不同的表达轨迹,随着年龄的增长而增加或减少,以及u型和倒u型的年龄相关模式。值得注意的是,反映胰岛自身抗体发生率的u型表达轨迹的基因簇中富含T1D易感基因,特别是在主要组织相容性复合体(MHC)区域。这项研究强调了儿童早期基因表达的动态性质及其与T1D风险的潜在联系。
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引用次数: 0
Multi-omics clustering analysis carries out the molecular-specific subtypes of thyroid carcinoma: implicating for the precise treatment strategies 多组学聚类分析对甲状腺癌的分子特异性亚型进行分析,为精确的治疗策略提供依据。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-03-04 DOI: 10.1038/s41435-025-00322-w
Zhenglin Wang, Qijun Han, Xianyu Hu, Xu Wang, Rui Sun, Siwei Huang, Wei Chen
Thyroid cancer (TC) is the most prevalent endocrine malignancy worldwide. This study aimed to explore the molecular subtypes and improve the selection of targeted therapies. We used multi-omics data from 539 patients with DNA methylation, gene mutations, mRNA, lncRNA, and miRNA expressions. This study employed consensus clustering algorithms to identify molecular subtypes and used various bioinformatics tools to analyze genetic alterations, signaling pathways, immune infiltration, and responses to chemotherapy and immunotherapy. Two prognostically relevant TC subtypes, CS1 and CS2, were identified. CS2 was associated with a poorer prognosis of shorter progression-free survival times (P < 0.001). CS1 exhibited higher copy number alterations but a lower tumor mutation burden than CS2. CS2 exhibited activation in cell proliferation and immune-related pathways. Drug sensitivity analysis indicated CS2’s higher sensitivity to cisplatin, doxorubicin, paclitaxel, and sunitinib, whereas CS1 was more sensitive to bicalutamide and FH535. The different activated pathways and sensitivity to drugs for the subtypes were further validated in an external cohort. Twenty-four paired tumors and adjacent normal tissues by immunohistochemical staining further demonstrated the prognostic value of CXCL17. In conclusion, we identified two distinct molecular subtypes of TC with significant implications for prognosis, genetic alterations, pathway activation, and treatment response.
甲状腺癌是世界上最常见的内分泌恶性肿瘤。本研究旨在探索分子亚型,提高靶向治疗的选择。我们使用了来自539例DNA甲基化、基因突变、mRNA、lncRNA和miRNA表达的患者的多组学数据。本研究采用共识聚类算法来识别分子亚型,并使用各种生物信息学工具来分析遗传改变、信号通路、免疫浸润以及对化疗和免疫治疗的反应。两种与预后相关的TC亚型CS1和CS2被确定。CS2与预后较差、无进展生存时间较短相关(P
{"title":"Multi-omics clustering analysis carries out the molecular-specific subtypes of thyroid carcinoma: implicating for the precise treatment strategies","authors":"Zhenglin Wang,&nbsp;Qijun Han,&nbsp;Xianyu Hu,&nbsp;Xu Wang,&nbsp;Rui Sun,&nbsp;Siwei Huang,&nbsp;Wei Chen","doi":"10.1038/s41435-025-00322-w","DOIUrl":"10.1038/s41435-025-00322-w","url":null,"abstract":"Thyroid cancer (TC) is the most prevalent endocrine malignancy worldwide. This study aimed to explore the molecular subtypes and improve the selection of targeted therapies. We used multi-omics data from 539 patients with DNA methylation, gene mutations, mRNA, lncRNA, and miRNA expressions. This study employed consensus clustering algorithms to identify molecular subtypes and used various bioinformatics tools to analyze genetic alterations, signaling pathways, immune infiltration, and responses to chemotherapy and immunotherapy. Two prognostically relevant TC subtypes, CS1 and CS2, were identified. CS2 was associated with a poorer prognosis of shorter progression-free survival times (P &lt; 0.001). CS1 exhibited higher copy number alterations but a lower tumor mutation burden than CS2. CS2 exhibited activation in cell proliferation and immune-related pathways. Drug sensitivity analysis indicated CS2’s higher sensitivity to cisplatin, doxorubicin, paclitaxel, and sunitinib, whereas CS1 was more sensitive to bicalutamide and FH535. The different activated pathways and sensitivity to drugs for the subtypes were further validated in an external cohort. Twenty-four paired tumors and adjacent normal tissues by immunohistochemical staining further demonstrated the prognostic value of CXCL17. In conclusion, we identified two distinct molecular subtypes of TC with significant implications for prognosis, genetic alterations, pathway activation, and treatment response.","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"26 2","pages":"137-150"},"PeriodicalIF":4.5,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143556633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Annexin A1 regulates inflammatory-immune response and reduces pancreatic and extra- pancreatic injury during severe acute pancreatitis Annexin A1 可调节炎症免疫反应,减少重症急性胰腺炎时胰腺和胰腺外的损伤。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-03-01 DOI: 10.1038/s41435-025-00321-x
Shizhao Lin, Feihong Liang, Changgan Chen, Jiajing Lin, Yuwei Wu, Zelin Hou, Heguang Huang, Haizong Fang, Yu Pan
Severe acute pancreatitis (SAP) poses significant challenges due to its complex pathophysiology, which includes inflammatory-immune responses that cause considerable damage to both the pancreas and other tissues. In this study, we explored the role of Annexin A1 (Anxa1), a glucocorticoid-regulated protein recognized for its anti-inflammatory properties, in regulating inflammation during acute pancreatitis. Using flow cytometry, single-cell RNA sequencing, and gene expression analysis, we examined how Anxa1 expression is regulated in myeloid cells throughout acute pancreatitis, employing various animal models to evaluate the consequences of modulating Anxa1 on injuries induced by SAP. Our findings revealed dynamic regulation of Anxa1 expression in myeloid cells, with mice lacking Anxa1 exhibiting worsened pancreatic injury and heightened systemic inflammation, resulting in significant damage to extra-pancreatic organs such as the lungs, liver, and kidneys. In contrast, treatment with Ac2-26, a synthetic peptide derived from Anxa1, effectively mitigated both pancreatic and extra-pancreatic inflammation and tissue damage. Overall, this study highlights the critical role of Anxa1 in modulating inflammatory responses during acute pancreatitis. Targeting Anxa1 presents a promising therapeutic strategy to mitigate pancreatic injury and prevent systemic complications associated with severe acute pancreatitis.
严重急性胰腺炎(SAP)由于其复杂的病理生理,包括对胰腺和其他组织造成相当大损害的炎症免疫反应,提出了重大挑战。在这项研究中,我们探讨了膜联蛋白A1 (Anxa1)在急性胰腺炎期间调节炎症的作用。膜联蛋白A1是一种糖皮质激素调节蛋白,具有抗炎特性。利用流式细胞术、单细胞RNA测序和基因表达分析,我们研究了急性胰腺炎期间髓细胞中如何调节Anxa1的表达,采用各种动物模型来评估调节Anxa1对SAP诱导的损伤的影响。我们的研究结果揭示了髓细胞中Anxa1表达的动态调节,缺乏Anxa1的小鼠胰腺损伤加重,全身性炎症加剧。导致胰腺外器官如肺、肝和肾的严重损伤。相比之下,Ac2-26(一种从Anxa1衍生的合成肽)治疗有效地减轻了胰腺和胰腺外炎症和组织损伤。总之,本研究强调了急性胰腺炎期间Anxa1在调节炎症反应中的关键作用。靶向Anxa1是一种很有前景的治疗策略,可以减轻胰腺损伤,预防与严重急性胰腺炎相关的全身并发症。
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引用次数: 0
Long noncoding RNA PARAL1 regulates myeloid dendritic cell differentiation and TLR signaling 长链非编码RNA PARAL1调控髓树突状细胞分化和TLR信号传导。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-02-26 DOI: 10.1038/s41435-025-00323-9
Raza Ali Naqvi, Araceli Valverde, Deepak Shukla, Afsar Naqvi
Dendritic cells (DCs) are professional antigen presentation cells (APCs) that bridge innate and adaptive immune functions to contain pathogenic threats. Long noncoding RNAs (lncRNAs) are implicated in regulating biological processes, including inflammation and immunity. However, the knowledge of myeloid DC-expressed lncRNA repertoire and their regulatory functions is limited. Here we profiled lncRNA expression kinetics during monocyte-to-DC (moDC) differentiation and characterized their functional roles. Our RNA-seq data identified a repertoire of differentially expressed lncRNAs associated with moDC differentiation and a large subset of these lncRNAs are distinct from M1 or M2 macrophages. We selected two DC-enriched lncRNAs and observed that PARAL1 silencing, or overexpression modulates DC surface markers expression. Importantly, PARAL1 RNAi significantly reduced, while its overexpression upregulated the levels of multiple TLRs. Upon treatment with TLR agonists PARAL1 knockdown cells exhibit reduced NF-κB, IRF3 and IRF7 phosphorylation substantiating its role in potentiating TLR signaling. Mechanistically, PARAL1 silencing showed significant downregulation of multiple NF-κB-induced genes and time-dependent inhibition of proinflammatory cytokine secretion upon challenge with TLR agonists. Finally, PARAL1 RNAi in DCs significantly impaired antigen processing and presentation to T cells. Overall, this study characterized novel functions of PARAL1 in regulating DC differentiation, TLR-dependent innate immunity and activation of adaptive immune response.
树突状细胞(dc)是一种专业的抗原呈递细胞(apc),它在先天免疫和适应性免疫功能之间架起桥梁,以遏制致病性威胁。长链非编码rna (lncRNAs)参与调节生物过程,包括炎症和免疫。然而,关于髓系dc表达的lncRNA库及其调控功能的知识是有限的。在这里,我们分析了单核细胞向dc (moDC)分化过程中的lncRNA表达动力学,并表征了它们的功能作用。我们的RNA-seq数据确定了一系列与moDC分化相关的差异表达lncrna,其中很大一部分lncrna与M1或M2巨噬细胞不同。我们选择了两个DC富集的lncrna,观察到parar1沉默或过表达可调节DC表面标记物的表达。重要的是,PARAL1 RNAi显著降低,而其过表达上调了多个tlr的水平。经TLR激动剂处理后,parar1敲低的细胞表现出NF-κB、IRF3和IRF7磷酸化降低,证实其在增强TLR信号传导中的作用。从机制上讲,在TLR激动剂的刺激下,PARAL1沉默显示了NF-κ b诱导的多个基因的显著下调和促炎细胞因子分泌的时间依赖性抑制。最后,dc中的PARAL1 RNAi显著损害抗原加工和向T细胞的递呈。总的来说,本研究发现了PARAL1在调节DC分化、tlr依赖性先天免疫和适应性免疫反应激活方面的新功能。
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引用次数: 0
Comprehensive analysis of autophagy status and its relationship with immunity and inflammation in ischemic stroke through integrated transcriptomic and single-cell sequencing 综合转录组学和单细胞测序分析缺血性脑卒中自噬状态及其与免疫和炎症的关系。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-18 DOI: 10.1038/s41435-025-00320-y
Xiaole Zhu, Zhongman Zhang, Yi Zhu, Yanlong Chen, Wei Li, Huae Xu, Xufeng Chen
Ischemic stroke (IS) significantly impacts patients’ health and quality of life, with the roles of autophagy and autophagy-related genes in IS still not fully understood. In this study, IS datasets were retrieved from the GEO database. Autophagy-related genes(ARGs) were identified and screened for differential expression. A prediction model was constructed using machine learning algorithm. WGCNA was employed to analyze differential regulation modules among different clusters of stroke patients. The analysis results were validated using single-cell sequencing data. Finally, autophagy hub genes were validated in an external cohort and an IS mouse model. We observed suppressed autophagy states in IS patients. A diagnostic model with good clinical efficacy for stroke diagnosis was constructed based on the selected key genes (AUC = 0.87). Consensus clustering identified two IS subtypes with distinct gene expression patterns and immune cell infiltration. scRNA-seq data analysis confirmed downregulation of pexophagy in IS. CellChat analysis identified key signaling pathways and intercellular interactions related to pexophagy. Validation in an external cohort and IS mouse model confirmed differential gene expression, supporting the involvement of pexophagy in IS pathogenesis. The identified key genes, molecular subtypes, and cellular interactions provide a foundation for further research into targeted therapies and precision medicine approaches for IS patients.
缺血性卒中(Ischemic stroke, IS)显著影响患者的健康和生活质量,但自噬及自噬相关基因在缺血性卒中中的作用尚不完全清楚。在本研究中,IS数据集从GEO数据库中检索。自噬相关基因(Autophagy-related genes, ARGs)被鉴定并筛选差异表达。利用机器学习算法建立预测模型。采用WGCNA分析不同脑卒中患者组间调节模块的差异。利用单细胞测序数据验证分析结果。最后,自噬中心基因在外部队列和IS小鼠模型中得到验证。我们观察到IS患者的自噬状态受到抑制。选取关键基因构建临床疗效较好的脑卒中诊断模型(AUC = 0.87)。共识聚类鉴定出两种具有不同基因表达模式和免疫细胞浸润的IS亚型。scRNA-seq数据分析证实了IS中噬噬的下调。CellChat分析确定了与食腐相关的关键信号通路和细胞间相互作用。外部队列和IS小鼠模型的验证证实了差异基因表达,支持食腐参与IS发病机制。确定的关键基因、分子亚型和细胞相互作用为进一步研究IS患者的靶向治疗和精准医学方法提供了基础。
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引用次数: 0
Lipid metabolism-related genes are involved in the formation of macrophage extracellular traps in allergic airway inflammation 脂质代谢相关基因参与变态反应性气道炎症中巨噬细胞胞外陷阱的形成。
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-09 DOI: 10.1038/s41435-025-00319-5
Haixia Wang, Bin Ma, Yuanmin Jia, Hui Wei, Danyang Li, Junlian Gu, Ou Chen, Shouwei Yue
Recent studies have highlighted the critical role of lipid metabolism in macrophages concerning lung inflammation. However, it remains unclear whether lipid metabolism is involved in macrophage extracellular traps (METs). We analyzed the GSE40885 dataset from the GEO database using weighted correlation network analysis (WGCNA) and further selection using the least absolute shrinkage and selection operator (LASSO) regression. We identified ABCA1, SLC44A2, and C3 as key genes jointly involved in lipid metabolism and METs. Additionally, immune infiltration analysis was performed using the Xcell and CIBERSORT algorithms, while single-cell transcriptome analysis was utilized using data from the Tabula Muris database. The expression of key genes was validated in external datasets (GSE42606, GSE27066, GSE137268, and GSE256534). Notably, our results indicated that ABCA1 expression was elevated in patients experiencing acute asthma exacerbations, which aligned with its expression trend in lipopolysaccharide (LPS)-induced macrophages. However, ABCA1 expression was reduced in cases of chronic and severe asthma. Results from immunofluorescence (IF), SYTOX Green staining, and Western blot analyses suggested that ABCA1 may play a role in the formation of METs both in vivo and in vitro. In conclusion, this study indicates that ABCA1 may be involved in METs. ABCA1 may represent a promising therapeutic target for asthma.
最近的研究强调了巨噬细胞脂质代谢在肺部炎症中的关键作用。然而,脂质代谢是否参与巨噬细胞胞外陷阱(METs)仍不清楚。利用加权相关网络分析(WGCNA)和最小绝对收缩和选择算子(LASSO)回归对GEO数据库中的GSE40885数据集进行分析。我们发现ABCA1、SLC44A2和C3是共同参与脂质代谢和METs的关键基因。此外,使用Xcell和CIBERSORT算法进行免疫浸润分析,使用Tabula Muris数据库的数据进行单细胞转录组分析。在外部数据集(GSE42606、GSE27066、GSE137268和GSE256534)中验证了关键基因的表达。值得注意的是,我们的研究结果表明,ABCA1在急性哮喘发作患者中的表达升高,这与它在脂多糖(LPS)诱导的巨噬细胞中的表达趋势一致。然而,慢性和重度哮喘患者的ABCA1表达降低。免疫荧光(IF)、SYTOX Green染色和Western blot分析结果表明,ABCA1可能在体内和体外met的形成中发挥作用。总之,本研究提示ABCA1可能参与了METs。ABCA1可能是一个有希望的哮喘治疗靶点。
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引用次数: 0
Roles of immunoglobulin GM and KM allotypes and Fcγ receptor 2 A genotypes in humoral immunity to a conserved microbial polysaccharide in pulmonary diseases 免疫球蛋白GM和KM异体型和Fcγ受体2a基因型在肺部疾病对保守微生物多糖的体液免疫中的作用
IF 4.5 3区 医学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-07 DOI: 10.1038/s41435-024-00318-y
Janardan P. Pandey, Paul J. Nietert, Aryan M. Namboodiri, Christine Kimball, Patrick A. Flume
Immunoglobulin GM (γ marker) and KM (κ marker) allotypes—encoded by immunoglobulin heavy chain G (IGHG) and immunoglobulin κ constant (IGKC) genes—have been shown to be associated with immune responsiveness to a variety of self and nonself antigens. The aim of the present investigation was to determine whether allelic variation at the GM and KM loci was associated with antibody responsiveness to poly-N-acetyl-D-glucosamine (PNAG), a broadly-conserved surface polysaccharide expressed by many microbial pathogens. In addition, we wished to determine whether Fcγ receptor 2 A (FCGR2A) genotypes, which have been shown to be risk factors for some pathogens, also influenced antibody responses to PNAG. DNA from 257 patients with various pulmonary diseases (PD) was genotyped for several GM, KM, and FCGR2A alleles, and plasma were characterized for anti-PNAG IgG antibodies. The levels of IgG4 antibodies to PNAG were associated with FCGR2A genotypes (p = 0.01). Also, KM and FCGR2A alleles epistatically contributed to anti-PNAG IgG3 antibody responses: subjects with KM 1/1 or KM 1/3 and homozygous for the R allele of FCGR2A had the highest levels of anti-PNAG IgG3 antibodies compared to all other genotype combinations. If confirmed by larger studies, these results are potentially relevant to immunotherapy against many PNAG-expressing infectious pathogens.
由免疫球蛋白重链G (IGHG)和免疫球蛋白κ常数(IGKC)基因编码的免疫球蛋白GM (γ标记)和KM (κ标记)异型已被证明与对多种自身和非自身抗原的免疫反应有关。本研究的目的是确定GM和KM位点的等位基因变异是否与抗体对聚n -乙酰- d -氨基葡萄糖(PNAG)的反应有关,PNAG是许多微生物病原体表达的一种广泛保守的表面多糖。此外,我们希望确定Fcγ受体2a (FCGR2A)基因型是否也会影响抗体对PNAG的反应,FCGR2A基因型已被证明是某些病原体的危险因素。对257例不同肺部疾病(PD)患者的DNA进行了GM、KM和FCGR2A等位基因的基因分型,并对血浆进行了抗pnag IgG抗体的检测。IgG4 PNAG抗体水平与FCGR2A基因型相关(p = 0.01)。此外,KM和FCGR2A等位基因对抗pnag IgG3抗体应答有显著贡献:与所有其他基因型组合相比,具有KM 1/1或KM 1/3和FCGR2A R等位基因纯合子的受试者具有最高水平的抗pnag IgG3抗体。如果得到更大规模研究的证实,这些结果可能与针对许多表达pnag的感染性病原体的免疫治疗有关。
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Genes and immunity
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