DNA methylation analysis

  • 文章类型: Journal Article
    家族性血小板疾病伴髓样恶性肿瘤(FPDMM)是一种由RUNX1中的杂合种系突变引起的常染色体显性疾病。它的特点是血小板减少症,血小板功能障碍,和血液恶性肿瘤的易感性。尽管FPDMM是涉及异常DNA甲基化的疾病的前兆,FPDMM中的DNA甲基化状态仍然未知,主要是由于缺乏动物模型和在获得患者来源的样本方面的挑战。这里,使用基因组编辑技术,我们建立了两系具有不同FPDMM模拟杂合RUNX1突变的人诱导多能干细胞(iPSCs).这些iPSCs显示造血祖细胞(HPCs)和巨核细胞(Mks)的分化缺陷,与FPDMM一致。模拟FPDMM的HPCs显示出不同于野生型HPCs的DNA甲基化模式,高甲基化区域显示ETS转录因子(TF)基序的富集。我们发现,ETS家族成员FLI1的表达,在具有RUNX1反式激活域(TAD)突变的FPDMM模拟HPCs中显著下调。我们证明了FLI1促进了结合位点定向的DNA去甲基化,并且FLI1的过表达恢复了它们的巨核细胞分化效率和高甲基化状态。这些发现表明,FLI1在调节DNA甲基化和纠正具有RUNX1TAD突变的FPDMM模拟HPCs的巨核细胞分化缺陷中起着至关重要的作用。
    Familial platelet disorder with associated myeloid malignancies (FPDMM) is an autosomal dominant disease caused by heterozygous germline mutations in RUNX1. It is characterized by thrombocytopenia, platelet dysfunction, and a predisposition to hematological malignancies. Although FPDMM is a precursor for diseases involving abnormal DNA methylation, the DNA methylation status in FPDMM remains unknown, largely due to a lack of animal models and challenges in obtaining patient-derived samples. Here, using genome editing techniques, we established two lines of human induced pluripotent stem cells (iPSCs) with different FPDMM-mimicking heterozygous RUNX1 mutations. These iPSCs showed defective differentiation of hematopoietic progenitor cells (HPCs) and megakaryocytes (Mks), consistent with FPDMM. The FPDMM-mimicking HPCs showed DNA methylation patterns distinct from those of wild-type HPCs, with hypermethylated regions showing the enrichment of ETS transcription factor (TF) motifs. We found that the expression of FLI1, an ETS family member, was significantly downregulated in FPDMM-mimicking HPCs with a RUNX1 transactivation domain (TAD) mutation. We demonstrated that FLI1 promoted binding-site-directed DNA demethylation, and that overexpression of FLI1 restored their megakaryocytic differentiation efficiency and hypermethylation status. These findings suggest that FLI1 plays a crucial role in regulating DNA methylation and correcting defective megakaryocytic differentiation in FPDMM-mimicking HPCs with a RUNX1 TAD mutation.
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  • 文章类型: Journal Article
    酶促甲基-seq(EM-seq),基于酶的方法,鉴定全基因组DNA甲基化,这使我们能够通过避免亚硫酸氢盐诱导的DNA损伤从纯化的基因组DNA获得可靠的甲基化组数据。然而,纯化过程中DNA的丢失阻碍了有限样品的甲基化分析。粗DNA提取方法是获得可用DNA而无需额外溶解和纯化的最快和最小样品损失的方法。然而,目前尚不清楚粗DNA是否可直接用于EM-seq文库构建。在这项研究中,我们旨在评估使用粗DNA直接制备的EM-seq文库的质量。粗DNA衍生文库提供了与纯化的DNA衍生文库相似的用于测序的适当片段大小和浓度。然而,粗样品的测序结果显示出比纯化样品更低的参考序列图像效率。此外,与较高输入的粗DNA或纯化的DNA来源样品相比,较低输入的粗DNA来源样品显示出稍微较低的胞嘧啶至胸腺嘧啶的转化效率和基因调控元件周围的高甲基化模式。相比之下,粗样品和纯化样品的甲基化谱表现出显著的相关性.我们的发现表明,粗DNA可以用作EM-seq文库构建的原料。
    Enzymatic methyl-seq (EM-seq), an enzyme-based method, identifies genome-wide DNA methylation, which enables us to obtain reliable methylome data from purified genomic DNA by avoiding bisulfite-induced DNA damage. However, the loss of DNA during purification hinders the methylome analysis of limited samples. The crude DNA extraction method is the quickest and minimal sample loss approach for obtaining useable DNA without requiring additional dissolution and purification. However, it remains unclear whether crude DNA can be used directly for EM-seq library construction. In this study, we aimed to assess the quality of EM-seq libraries prepared directly using crude DNA. The crude DNA-derived libraries provided appropriate fragment sizes and concentrations for sequencing similar to those of the purified DNA-derived libraries. However, the sequencing results of crude samples exhibited lower reference sequence mapping efficiencies than those of the purified samples. Additionally, the lower-input crude DNA-derived sample exhibited a marginally lower cytosine-to-thymine conversion efficiency and hypermethylated pattern around gene regulatory elements than the higher-input crude DNA- or purified DNA-derived samples. In contrast, the methylation profiles of the crude and purified samples exhibited a significant correlation. Our findings indicate that crude DNA can be used as a raw material for EM-seq library construction.
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  • 文章类型: Journal Article
    铜绿假单胞菌(P.铜绿假单胞菌)是一种重要的机会致病菌,具有广泛的环境适应性和复杂的耐药性。单分子实时(SMRT)测序技术具有较长的读取长度序列,更准确,以及识别表观遗传DNA改变的能力。
    本研究应用SMRT技术对临床菌株铜绿假单胞菌PA3进行了测序,以获得其基因组序列和甲基化修饰信息。基因组,比较,泛基因组,并对PA3进行了表观遗传学分析。
    发现了PA3的一般基因组注释,以及有关毒力因子的信息,调节蛋白(RP),分泌的蛋白质,II型毒素-抗毒素(TA)对,和基因组岛。全基因组比较显示,PA3在身份方面与其他铜绿假单胞菌菌株相当,但在水平基因转移(HGT)领域有所不同。系统发育分析表明PA3与铜绿假单胞菌60503和铜绿假单胞菌8380密切相关。铜绿假单胞菌的全基因组由大约4,300个基因的核心基因组和至少5,500个基因的辅助基因组组成。表观遗传分析的结果确定了一个主要的甲基化位点,N6-甲基腺苷(m6A)和1基序(CATNNNNNNNTCCT/AGGANNNNNNNNATG)。挑选出16个有意义的甲基化位点。其中,purh,phaZ,LexA和LexA在PA3的耐药性和生物环境适应性中起着重要作用,这些基因的靶向作用可能有利于进一步的抗菌研究。
    这项研究提供了PA3基因组的详细可视化和DNA甲基化信息,并为后续研究DNA甲基转移酶控制的铜绿假单胞菌致病性的分子机制奠定了基础。
    Pseudomonas aeruginosa (P.aeruginosa) is an important opportunistic pathogen with broad environmental adaptability and complex drug resistance. Single-molecule real-time (SMRT) sequencing technique has longer read-length sequences, more accuracy, and the ability to identify epigenetic DNA alterations.
    This study applied SMRT technology to sequence a clinical strain P. aeruginosa PA3 to obtain its genome sequence and methylation modification information. Genomic, comparative, pan-genomic, and epigenetic analyses of PA3 were conducted.
    General genome annotations of PA3 were discovered, as well as information about virulence factors, regulatory proteins (RPs), secreted proteins, type II toxin-antitoxin (TA) pairs, and genomic islands. A genome-wide comparison revealed that PA3 was comparable to other P. aeruginosa strains in terms of identity, but varied in areas of horizontal gene transfer (HGT). Phylogenetic analysis showed that PA3 was closely related to P. aeruginosa 60503 and P. aeruginosa 8380. P. aeruginosa\'s pan-genome consists of a core genome of roughly 4,300 genes and an accessory genome of at least 5,500 genes. The results of the epigenetic analysis identified one main methylation sites, N6-methyladenosine (m6A) and 1 motif (CATNNNNNNNTCCT/AGGANNNNNNNATG). 16 meaningful methylated sites were picked. Among these, purH, phaZ, and lexA are of great significance playing an important role in the drug resistance and biological environment adaptability of PA3, and the targeting of these genes may benefit further antibacterial studies.
    This study provided a detailed visualization and DNA methylation information of the PA3 genome and set a foundation for subsequent research into the molecular mechanism of DNA methyltransferase-controlled P. aeruginosa pathogenicity.
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  • 文章类型: Journal Article
    目的:目前转移性髓母细胞瘤的标准治疗包括36Gy(Gy)的颅脊髓照射(CSI),手术后辅以局部照射和辅助化疗。尽管当代协议已被设计为使用适应风险的CSI剂量来限制辐射剂量以降低神经认知发病率,高剂量CSI仍然是护理标准。最近,髓母细胞瘤的分子分类已经出现,但其临床意义尚未确定,特别是在接受较低剂量CSI治疗的转移性髓母细胞瘤患者中.
    方法:我们使用IlluminaEPIC阵列通过DNA甲基化分析,对3例接受24.0GyCSI治疗的转移性髓母细胞瘤进行分子分析。
    结果:所有3例患者在诊断时都有脊柱转移。术后治疗包括多个疗程的化疗,24Gy的CSI,局部增强至原发和转移部位,和大剂量化疗。在诊断后的9.0、7.7和5.7年随访期间未观察到疾病进展。在所有三例病例中,分子诊断均为第3/4组。病例1和2属于亚型7和4,据报道这两种亚型在该组中是良好的预后亚型。病例3属于具有MYC扩增的亚型5。
    结论:目前的病例表明,3/4组髓母细胞瘤的新亚型分类可能有助于转移性髓母细胞瘤患者的风险分层,这些患者接受的CSI剂量低于标准治疗。
    Current standard treatment for metastatic medulloblastoma consists of 36 Gray (Gy) of craniospinal irradiation (CSI) supplemented with local irradiation and adjuvant chemotherapy after surgery. Although contemporary protocols have been designed to limit a radiation dose using risk-adapted CSI dosing to reduce neurocognitive morbidity, high-dose CSI remains the standard of care. Recently, the molecular classification of medulloblastoma has been emerging but its clinical significance has not been established particularly in patients with metastatic medulloblastoma treated with lower dose of CSI.
    We molecularly analyzed three cases of metastatic medulloblastoma treated with 24.0 Gy of CSI by DNA methylation analysis using the Illumina EPIC array.
    All three patients had spinal metastases at the time of diagnosis. Postoperative treatment included multiple courses of chemotherapy, 24 Gy of CSI with focal boost to primary and metastatic sites, and high-dose chemotherapy. There was no disease progression observed during the 9.0, 7.7, and 5.7 years post-diagnosis follow-up. The molecular diagnosis was Group 3/4 in all three cases. Cases 1 and 2 belonged to Subtypes 7 and 4, both of which were reported to be good prognostic subtypes among the group. Case 3 belonged to Subtype 5 with MYC amplification.
    The present cases suggest that the novel subtype classification in Group 3/4 medulloblastoma may be useful for risk stratification of patients with metastatic medulloblastoma who received lower dose of CSI than standard treatment.
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  • 文章类型: Journal Article
    目的:罕见或超罕见遗传病患者,影响了全球3.5亿人,可能会经历一次诊断性的冒险。高通量测序导致多达50%的异质性神经发育或畸形障碍个体的病因诊断。在翻译研究环境中,对其他组学技术的兴趣越来越大,以检查其余未解决的病例。方法:我们通过多中心项目收集了30例畸形综合征和/或严重神经发育障碍患者,其三外显子组测序和阵列比较基因组杂交结果为阴性。我们应用了短阅读基因组测序,总RNA测序,和DNA甲基化分析,按照这个顺序,作为分子诊断的补充翻译研究工具。结果:该队列主要由中位年龄为13.7岁(4岁6个月至35岁1个月)的儿科个体组成。单独的基因组测序在8/30个体中鉴定出至少一种具有高水平致病性证据的变异(26.7%),在其他7/30个体中鉴定出至少一种候选致病变异(23.3%)。23名个体的RNA-seq数据允许另外两名个体(8.7%)被诊断出来,确认两种致病变异的含义(8.7%),并不包括一个候选变体(4.3%)。最后,DNA甲基化分析证实了通过基因组测序(Kabuki综合征)鉴定的一种诊断,并在临床诊断为Coffin-Siris的患者中鉴定了与BAFopathy相容的表观特征,血液中具有阴性基因组和RNA-seq结果。结论:总体而言,我们整合的基因组,转录组,DNA甲基化分析解决了10/30(33.3%)的病例,并在4/30(13.3%)的罕见神经发育障碍患者中确定了一个强候选基因,外显子组测序结果为阴性。
    Purpose: Patients with rare or ultra-rare genetic diseases, which affect 350 million people worldwide, may experience a diagnostic odyssey. High-throughput sequencing leads to an etiological diagnosis in up to 50% of individuals with heterogeneous neurodevelopmental or malformation disorders. There is a growing interest in additional omics technologies in translational research settings to examine the remaining unsolved cases. Methods: We gathered 30 individuals with malformation syndromes and/or severe neurodevelopmental disorders with negative trio exome sequencing and array comparative genomic hybridization results through a multicenter project. We applied short-read genome sequencing, total RNA sequencing, and DNA methylation analysis, in that order, as complementary translational research tools for a molecular diagnosis. Results: The cohort was mainly composed of pediatric individuals with a median age of 13.7 years (4 years and 6 months to 35 years and 1 month). Genome sequencing alone identified at least one variant with a high level of evidence of pathogenicity in 8/30 individuals (26.7%) and at least a candidate disease-causing variant in 7/30 other individuals (23.3%). RNA-seq data in 23 individuals allowed two additional individuals (8.7%) to be diagnosed, confirming the implication of two pathogenic variants (8.7%), and excluding one candidate variant (4.3%). Finally, DNA methylation analysis confirmed one diagnosis identified by genome sequencing (Kabuki syndrome) and identified an episignature compatible with a BAFopathy in a patient with a clinical diagnosis of Coffin-Siris with negative genome and RNA-seq results in blood. Conclusion: Overall, our integrated genome, transcriptome, and DNA methylation analysis solved 10/30 (33.3%) cases and identified a strong candidate gene in 4/30 (13.3%) of the patients with rare neurodevelopmental disorders and negative exome sequencing results.
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  • 文章类型: Journal Article
    目的:间变性神经节胶质瘤是一种罕见的肿瘤,和诊断是基于组织学标准。世界卫生组织第5版中枢神经系统肿瘤分类(CNSWHO)未将间变性神经节胶质瘤列为独特的诊断,因为以前的出版物中缺乏分子数据。我们回顾性地编制了54例经组织学诊断的间变性神经节胶质瘤的队列,以探索这些肿瘤的分子谱是否代表单独的类型或解析为其他实体。
    方法:对样本进行组织学检查,脱氧核糖核酸(DNA)甲基化分析和下一代测序。将形态学和分子数据总结为综合诊断。
    结果:大多数被指定为间变性神经节胶质瘤的肿瘤在其他中枢神经系统WHO诊断中消退,最常见的多形性黄色星形细胞瘤(16/54),胶质母细胞瘤,异柠檬酸脱氢酶蛋白(IDH)野生型和弥漫性儿科型高级别神经胶质瘤,H3野生型和IDH野生型(11和2/54),其次是低级别的神经胶质或神经胶质细胞瘤,包括毛细胞星形细胞瘤,胚胎发育不良神经上皮肿瘤和弥漫性软脑膜神经胶质瘤(5/54),IDH突变型星形细胞瘤(4/54)等(6/54)。一部分肿瘤(10/54)不能分配给中枢神经系统WHO诊断,和指向单独实体的共同分子谱并不明显。
    结论:总之,我们表明,组织学诊断为间变性神经节胶质瘤的肿瘤包括广泛的CNSWHO肿瘤类型,具有不同的预后和治疗意义.因此,我们建议谨慎分配此名称,并建议进行全面的分子检查。
    OBJECTIVE: Anaplastic ganglioglioma is a rare tumour, and diagnosis has been based on histological criteria. The 5th edition of the World Health Organization Classification of Tumours of the Central Nervous System (CNS WHO) does not list anaplastic ganglioglioma as a distinct diagnosis due to lack of molecular data in previous publications. We retrospectively compiled a cohort of 54 histologically diagnosed anaplastic gangliogliomas to explore whether the molecular profiles of these tumours represent a separate type or resolve into other entities.
    METHODS: Samples were subjected to histological review, desoxyribonucleic acid (DNA) methylation profiling and next-generation sequencing. Morphological and molecular data were summarised to an integrated diagnosis.
    RESULTS: The majority of tumours designated as anaplastic gangliogliomas resolved into other CNS WHO diagnoses, most commonly pleomorphic xanthoastrocytoma (16/54), glioblastoma, isocitrate dehydrogenase protein (IDH) wild type and diffuse paediatric-type high-grade glioma, H3 wild type and IDH wild type (11 and 2/54), followed by low-grade glial or glioneuronal tumours including pilocytic astrocytoma, dysembryoplastic neuroepithelial tumour and diffuse leptomeningeal glioneuronal tumour (5/54), IDH mutant astrocytoma (4/54) and others (6/54). A subset of tumours (10/54) was not assignable to a CNS WHO diagnosis, and common molecular profiles pointing to a separate entity were not evident.
    CONCLUSIONS: In summary, we show that tumours histologically diagnosed as anaplastic ganglioglioma comprise a wide spectrum of CNS WHO tumour types with different prognostic and therapeutic implications. We therefore suggest assigning this designation with caution and recommend comprehensive molecular workup.
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  • 文章类型: Journal Article
    特纳综合征(TS)是一种罕见的细胞遗传学疾病,由第二性染色体的完全丢失或结构变异引起。TS早期死亡的最常见原因是左侧先天性心脏病的高发生率。包括二叶主动脉瓣(BAV),这发生在大约30%的TS个体中。BAV也是普通人群中最常见的先天性心脏病,患病率为0.5-2%,男性患BAV的可能性是女性的三倍。与核型正常男性和女性相比,TS与全基因组低甲基化相关。原发性主动脉组织中DNA甲基化的改变与整倍体个体中的BAV相关。在这里,我们通过比较TSBAV(n=12)在外周血中发现的TS中与BAV相关的DNA甲基化模式存在显着差异,TSTAV(n=13),和非综合征性BAV(n=6)。当比较TS与BAV与没有心脏缺陷的TS时,我们发现了一个包含BAV相关基因MYRF的差异甲基化区域,和富集两个已知的BAV转录因子贡献者的结合位点。当比较TS与BAV与具有BAV的整倍体女性时,我们发现ChIP-seq转录因子靶标包括NOTCH1通路中的基因显著重叠富集,已知参与非综合征性BAV的病因,和其他基因是心脏瓣膜发育的重要调节因子。总的来说,这些研究结果表明,影响主动脉瓣关键发育基因的DNA甲基化改变导致TS中BAV的风险大大增加.
    Turner Syndrome (TS) is a rare cytogenetic disorder caused by the complete loss or structural variation of the second sex chromosome. The most common cause of early mortality in TS results from a high incidence of left-sided congenital heart defects, including bicuspid aortic valve (BAV), which occurs in about 30% of individuals with TS. BAV is also the most common congenital heart defect in the general population with a prevalence of 0.5-2%, with males being three-times more likely to have a BAV than females. TS is associated with genome-wide hypomethylation when compared to karyotypically normal males and females. Alterations in DNA methylation in primary aortic tissue are associated with BAV in euploid individuals. Here we show significant differences in DNA methylation patterns associated with BAV in TS found in peripheral blood by comparing TS BAV (n = 12), TS TAV (n = 13), and non-syndromic BAV (n = 6). When comparing TS with BAV to TS with no heart defects we identified a differentially methylated region encompassing the BAV-associated gene MYRF, and enrichment for binding sites of two known transcription factor contributors to BAV. When comparing TS with BAV to euploid women with BAV, we found significant overlapping enrichment for ChIP-seq transcription factor targets including genes in the NOTCH1 pathway, known for involvement in the etiology of non-syndromic BAV, and other genes that are essential regulators of heart valve development. Overall, these findings suggest that altered DNA methylation affecting key aortic valve development genes contributes to the greatly increased risk for BAV in TS.
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  • 文章类型: Journal Article
    背景:我们最近基于一组13个基因的DNA甲基化分析,开发了一种用于口腔鳞状细胞癌(OSCC)检测的非侵入性采样程序。口腔癌,以及急性和慢性炎症性疾病,可能影响口腔中几种基因的甲基化水平。在本研究中,我们使用13个基因组评估了牙周病(PD)的存在和甲基化状态.
    方法:从三个不同的患者组中收集口腔刷牙标本:23例牙龈OSCC患者,15例受PD影响的患者,和15名缺乏PD证据的健康志愿者。进行DNA甲基化分析,并基于预定义的截止值确定每个样品为阳性或阴性。
    结果:在23/23OSCC患者中发现阳性结果,3/15的PD患者,和健康志愿者的0/15样本。PD组中的GP1BB和MIR193基因表现出与OSCC患者相似的平均甲基化水平。ZAP70在三组间显示不同的甲基化水平。
    结论:初步数据确定了PD和OSCC患者在两个炎症基因(GP1BB和MIR193)中的共有表观遗传学改变。这项研究可能有助于确定这两种疾病之间的潜在联系,并作为未来研究集中在发病机理上的起点。
    BACKGROUND: We recently developed a non-invasive sampling procedure for oral squamous cell carcinoma (OSCC) detection based on DNA methylation analysis of a panel of 13 genes. Oral cancer, as well as acute and chronic inflammatory diseases, may influence the methylation level of several genes in the oral cavity. In the present study, we evaluated the presence of periodontal disease (PD) and the methylation status using our 13-gene panel.
    METHODS: Oral brushing specimens were collected from three different patient groups: 23 gingival OSCC patients, 15 patients affected by PD, and 15 healthy volunteers lacking evidence of PD. DNA methylation analysis was performed and each sample was determined to be positive or negative based on a predefined cut-off value.
    RESULTS: Positive results were found for 23/23 OSCC patients, 3/15 PD patients, and 0/15 samples from healthy volunteers. The GP1BB and MIR193 genes in the PD group exhibited mean methylation levels similar to OSCC patients. ZAP70 showed different methylation levels among three groups.
    CONCLUSIONS: Preliminary data identified shared epigenetic alterations between PD and OSCC patients in two inflammatory genes (GP1BB and MIR193). This study may help to identify potential links between the two diseases and serve as a starting point for the future research focused on pathogenesis.
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  • 文章类型: Journal Article
    The assessment of DNA methylation level is an important indicator for the diagnosis and treatment of some diseases. DNA methylation assays are usually based on nucleic acid amplification strategies, which are time-consuming and complicated in operation procedures. Herein, we proposed a sensitive lanthanide-labelled ICP-MS method for DNA methylation analysis that exploited the feature of Human 8-oxoGuanine DNA Glycosylase (hOGG1), which specifically recognizes 8-oxo-G/5mC base pairs to effectively distinguish methylated DNA. A low limit of detection of 84 pM was achieved, and a 0.1% methylation level can be discriminated in the mixture, without any amplification procedure. Compared with commonly used nucleic acid amplification strategies, this proposed method is time-saving and low probability of false positive. Moreover, this work has been successfully validated in human serum samples, the recovery rates is between 96.7% and 105%, and the relative standard deviation (RSD) is in the range of 3.0%-3.5%, indicating that this method has the potential to be applied in clinical and biological samples quantitative analysis.
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  • 文章类型: Journal Article
    背景:脊索瘤是罕见的颅底和脊柱恶性骨癌。患者生存率是可变的,并且不能使用临床因素或分子特征可靠地预测。这项研究确定了使用血浆甲基化体非侵入性检测的预后表观遗传脊索瘤亚型。
    方法:1996年至2018年期间,在三个国际中心获得了68个脊索瘤手术样本的甲基化谱,以及可用的匹配血浆甲基化组。
    结果:共识聚类确定了两个稳定的组织簇,其疾病特异性生存差异在多变量Cox分析中独立于临床因素(HR=14.2,95CI:2.1-94.8,p=0.0063)。在表现不佳的“免疫浸润”亚型中观察到基因在启动子处低甲基化和免疫细胞丰度增加的免疫相关途径。在表现更好的“细胞”亚型中观察到细胞间相互作用加上细胞外基质途径低甲基化和更高的肿瘤纯度。这些发现在其他DNA甲基化和RNA测序数据集以及免疫组织化学染色中得到了验证。通过在随机20%测试集中应用50个脊索瘤与其他二项广义线性模型(平均AUROC=0.84,95CI:0.52-1.00),血浆甲基化将脊索瘤与其他临床鉴别诊断区分开。基于组织和基于血浆的甲基化信号在两个预后簇中高度相关。此外,留一法模型根据血浆甲基化数据将所有肿瘤准确地分类为正确的簇。
    结论:这里,我们首次发现了预后性表观遗传脊索瘤亚型,首次使用基于血浆甲基化的生物标志物进行非侵入性诊断和亚型脊索瘤.这些结果可以通过根据预后使治疗积极性与患者风险平衡来改变患者管理。
    BACKGROUND: Chordomas are rare malignant bone cancers of the skull-base and spine. Patient survival is variable and not reliably predicted using clinical factors or molecular features. This study identifies prognostic epigenetic chordoma subtypes that are detected non-invasively using plasma methylomes.
    METHODS: Methylation profiles of 68 chordoma surgical samples were obtained between 1996-2018 across three international centres along with matched plasma methylomes where available.
    RESULTS: Consensus clustering identified two stable tissue clusters with a disease-specific survival difference that was independent of clinical factors in a multivariate Cox analysis (HR=14.2, 95%CI: 2.1-94.8, p=0.0063). Immune-related pathways with genes hypomethylated at promoters and increased immune cell abundance were observed in the poor-performing \"Immune-infiltrated\" subtype. Cell-to-cell interaction plus extracellular matrix pathway hypomethylation and higher tumor purity was observed in the better-performing \"Cellular\" subtype. The findings were validated in additional DNA methylation and RNA sequencing datasets as well as with immunohistochemical staining. Plasma methylomes distinguished chordomas from other clinical differential diagnoses by applying fifty chordoma-versus-other binomial generalized linear models in random 20% testing sets (mean AUROC=0.84, 95%CI: 0.52-1.00). Tissue-based and plasma-based methylation signals were highly correlated in both prognostic clusters. Additionally, leave-one-out models accurately classified all tumors into their correct cluster based on plasma methylation data.
    CONCLUSIONS: Here, we show the first identification of prognostic epigenetic chordoma subtypes and first use of plasma methylome-based biomarkers to non-invasively diagnose and subtype chordomas. These results may transform patient management by allowing treatment aggressiveness to be balanced with patient risk according to prognosis.
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