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Multi-tissue DNA methylation analysis to identify an appropriate surrogate tissue for a unique neurological tissue specific to spina bifida. 多组织DNA甲基化分析,以确定一个合适的替代组织为独特的神经组织特异性脊柱裂。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-02-05 DOI: 10.1186/s13148-026-02061-9
Gwen Tindula, Sudipta Kumer Mukherjee, Sheikh Muhammad Ekramullah, D M Arman, Joynul Islam, Subrata Kumar Biswas, Md Nafaur Rahman, Md Ziauddin, Ansar Uddin Ahmed, Hafiza Sultana Suchanda, Benjamin C Warf, David C Christiani, Bernardo Lemos, Liming Liang, Andres Cardenas, Maitreyi Mazumdar

Background: Animal models suggest a role of epigenetic mechanisms, including DNA methylation, in neural tube closure; however, studies characterizing DNA methylation profiles in nervous system tissue from humans with spina bifida are limited. In this study, we assessed DNA methylation profiles in dural tissue of infants with spina bifida, collected at the time of surgical closure of the defect, and examined whether whole blood or buccal swab are appropriate surrogate tissues, as they are more practical to collect in large-scale epidemiological studies. DNA methylation was measured in dural tissue, buccal swab, and whole blood samples collected from 27 unique infants using the Illumina Infinium MethylationEPIC BeadChip array.

Results: Correlation analysis for each CpG site comparing DNA methylation from all participants in dural tissue to DNA methylation in whole blood DNA or buccal swab DNA yielded 1555 statistically significant associations for the whole blood analysis and 920 significant associations for the buccal swab analysis at the Bonferroni threshold of significance. We also performed paired analysis, calculating differences between tissues within each individual and then averaging differences across individuals. After accounting for multiple hypothesis testing using the FDR adjustment, 33% of CpG sites assessed were not significantly differentially methylated between dural tissue and whole blood samples, compared to the 27% of sites not differentially methylated between dural tissue and buccal swab samples.

Conclusions: These results suggest that in the absence of dural tissue, both whole blood and buccal swab samples may be considered as surrogates for dural tissue. The study warrants replication in larger groups to validate findings and may assist researchers restricted to more accessible biospecimens (i.e., blood) to further characterize epigenetic contributors to neural tube defect etiology.

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引用次数: 0
Methylation profile characteristics in the H19/IGF2:IG-DMR revealed by long-read sequencing analysis in patients with Beckwith-Wiedemann syndrome having defects in the OCT4/SOX2 binding site. OCT4/SOX2结合位点存在缺陷的Beckwith-Wiedemann综合征患者的长读测序分析揭示了H19/IGF2:IG-DMR的甲基化谱特征。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-02-03 DOI: 10.1186/s13148-026-02065-5
Hayate Masubuchi, Tatsuki Urakawa, Rika Kosaki, Riki Nishimura, Yasunori Wada, Sumito Dateki, Hideaki Yagasaki, Reiko Kagawa, Yutaka Nishimura, Hidenobu Soejima, Tsutomu Ogata, Maki Fukami, Masayo Kagami

Background: Beckwith-Wiedemann syndrome (BWS) is an imprinting disorder with characteristic clinical features such as overgrowth and macroglossia. Hypermethylation of the H19/IGF2:IG-differentially methylated region (H19-DMR) is identified in 5% of BWS patients. Although defects in the OCT4/SOX2 binding sites (OBS) on the maternal allele have been reported in patients with hypermethylated H19-DMR, the precise methylation patterns in patients with OBS abnormalities remain elusive. Nanopore long-read sequencing (LRS) obtains sequence reads 10-100 kb long together with single-molecule DNA modifications, such as 5-methylcytosines. Furthermore, LRS can separate reads into haplotypes 1 and 2 based on information from single-nucleotide variants and indels on reads. Here, we conducted LRS to elucidate the abnormal hypermethylation patterns of the H19-DMR in BWS patients with and without OBS abnormalities and evaluate the differences between mothers and their offspring in familial cases with OBS abnormalities.

Results: We included 14 sporadic patients and four familial patients from two families with BWS showing hypermethylation of the H19-DMR. Amplicon sequencing for the H19-DMR detected OBS abnormalities in four (28.6%) sporadic cases (three point mutations, one 21-bp microdeletion overlapping OBS), an OBS point mutation in family A, and a 2.6 kb deletion involving OBS in family B. Subsequently, we conducted targeted LRS and examined methylation indexes for 247 CpGs in the H19-DMR in three sporadic patients with OBS abnormalities, two sporadic patients without OBS abnormalities, and all familial patients with OBS abnormalities. In patients with point mutations and a 21-bp microdeletion affecting a single base in OBS, CpGs in the H19-DMR had obvious hypermethylation in the vicinity of OBS and mild-to-moderate hypermethylation with increased distance from OBS; however, in patients with deletions including OBS, CpGs had moderate hypermethylation in the entire H19-DMR. In families A and B, methylation levels were higher in offspring than in their mothers.

Conclusion: Because 28.6% of sporadic patients had OBS abnormalities, genetic examination for OBS should be considered in BWS patients with hypermethylated H19-DMR. LRS analysis for the H19-DMR revealed differences in methylation patterns between patients with and without OBS abnormalities and the methylation levels of each CpG between mothers and their offspring in families with OBS abnormalities.

背景:Beckwith-Wiedemann综合征(BWS)是一种印痕障碍,其临床特征为过度生长和大舌。在5%的BWS患者中发现H19/IGF2: ig差异甲基化区(H19- dmr)的超甲基化。尽管在H19-DMR高甲基化患者中已经报道了母体等位基因OCT4/SOX2结合位点(OBS)的缺陷,但OBS异常患者的精确甲基化模式仍然难以捉摸。纳米孔长读测序(LRS)可以获得10-100 kb长的序列,并进行单分子DNA修饰,如5-甲基胞嘧啶。此外,LRS还可以根据reads上的单核苷酸变异和索引信息将reads分成单倍型1和单倍型2。在这里,我们通过LRS来阐明伴有和不伴有OBS异常的BWS患者中H19-DMR的异常高甲基化模式,并评估家族性OBS异常病例中母亲及其后代之间的差异。结果:我们纳入了来自两个BWS家族的14例散发患者和4例家族性患者,显示H19-DMR高甲基化。H19-DMR扩增子测序在4例(28.6%)零星病例中检测到OBS异常(3个点突变,1个21 bp微缺失重叠OBS), A家族OBS点突变,b家族OBS缺失2.6 kb。随后,我们进行了靶向LRS,并检测了3例OBS异常的零星患者、2例无OBS异常的零星患者和所有OBS异常的家族性患者的H19-DMR中247个CpGs的甲基化指数。在点突变和影响OBS单个碱基的21 bp微缺失的患者中,H19-DMR中的CpGs在OBS附近出现明显的高甲基化,并且随着距离OBS的增加出现轻度至中度的高甲基化;然而,在包括OBS在内的缺失患者中,CpGs在整个H19-DMR中出现中度高甲基化。在家庭A和B中,后代的甲基化水平高于母亲。结论:由于28.6%的散发患者存在OBS异常,H19-DMR高甲基化的BWS患者应考虑进行OBS遗传检查。H19-DMR的LRS分析揭示了有OBS异常和没有OBS异常的患者之间甲基化模式的差异,以及OBS异常家庭中母亲及其后代之间每种CpG的甲基化水平的差异。
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引用次数: 0
Blood DNA methylation-predicted plasma protein levels and colorectal cancer survival. 血液DNA甲基化-预测血浆蛋白水平和结直肠癌生存。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-02-01 DOI: 10.1186/s13148-026-02059-3
Alicia R Richards, Maria F Gomez, Bianca I Dowling, Esther Jean-Baptiste, Biljana Gigic, Jane C Figueiredo, Christopher I Li, David Shibata, Adetunji T Toriola, Doratha A Byrd, Cornelia M Ulrich, Paul A Stewart, Erin M Siegel, Jacob K Kresovich

Background: Protein EpiScores are a novel class of DNA methylation (DNAm)-based metrics proposed to measure peripheral immune system characteristics. Although Protein EpiScores have been associated with chronic disease risk, their relationship with colorectal cancer (CRC) survival has not been investigated.

Methods: We generated new genome-wide DNAm data on pre-treatment whole blood samples from a case-control sample of 136 newly diagnosed CRC patients nested in the ColoCare Study and calculated 107 Protein EpiScores using the developer's algorithm. Over a median follow-up of 7.3 years (range: 0.3-13.8 years), 35 (26%) patients experienced disease recurrence, and 47 (35%) died. Protein EpiScore associations with disease-free and overall survival were tested using Cox regression models, adjusted for patient and clinical characteristics, and prognostic discrimination was assessed using Harrell's C-index.

Results: In fully-adjusted models, HCII, VEGFA, CCL17, and LGALS3BP Protein EpiScores were associated with worse disease-free survival (HRs between 1.62 and 1.71, all FDR < 0.05). Adding these Protein EpiScores to traditional clinical prognosis risk factors significantly improved disease-free survival prediction (C-index: 0.64 vs 0.70, P-diff= 0.03). The LGALS3BP Protein EpiScore was associated with worse overall survival (HR: 1.80, 95% CI 1.29, 2.51,P = 0.0005, FDR= 0.056), and improved prediction (C-index: 0.70 vs 0.75, P-diff= 0.02). Protein EpiScores for HCII, LGALS3BP, MMP12, and VEGFA showed positive association with both disease-free and overall survival (HRs > 1.5).

Conclusions: Protein EpiScores are significantly associated with CRC survival. These findings highlight biological pathways underlying CRC prognosis and support the utility of Protein EpiScores for modeling survivorship.

背景:蛋白EpiScores是一类基于DNA甲基化(DNAm)的新型指标,用于测量外周免疫系统特征。尽管蛋白EpiScores与慢性疾病风险相关,但其与结直肠癌(CRC)生存率的关系尚未被调查。方法:我们从ColoCare研究中嵌套的136例新诊断的CRC患者的病例对照样本中获得治疗前全血样本的新的全基因组DNAm数据,并使用开发人员的算法计算107个蛋白EpiScores。中位随访7.3年(范围0.3-13.8年),35例(26%)患者出现疾病复发,47例(35%)患者死亡。使用Cox回归模型检验EpiScore蛋白与无病生存和总生存的相关性,根据患者和临床特征进行调整,并使用Harrell’sc指数评估预后歧视。结果:在完全调整的模型中,HCII、VEGFA、CCL17和LGALS3BP蛋白EpiScores与较差的无病生存相关(hr在1.62 ~ 1.71之间,FDR均< 0.05)。在传统临床预后危险因素中加入这些蛋白EpiScores可显著提高无病生存预测(C-index: 0.64 vs 0.70, P-diff= 0.03)。LGALS3BP蛋白EpiScore与较差的总生存(HR: 1.80, 95% CI 1.29, 2.51,P = 0.0005, FDR= 0.056)和改善的预测(c指数:0.70 vs 0.75, P-diff= 0.02)相关。HCII、LGALS3BP、MMP12和VEGFA的蛋白EpiScores与无病生存期和总生存期呈正相关(HRs为1.5)。结论:蛋白EpiScores与结直肠癌存活显著相关。这些发现强调了CRC预后的生物学途径,并支持蛋白EpiScores在模拟生存方面的应用。
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引用次数: 0
Characterization and clinical implications of CpG island methylator phenotypes of resistant tumors. 耐药肿瘤CpG岛甲基化表型的表征及其临床意义。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-30 DOI: 10.1186/s13148-026-02058-4
Fei Hou, Xu Zhou, Yu-E Huang, Haizhou Liu, Mengqin Yuan, Jiahao Chen, Quan Wang, Wei Jiang

Background: Drug resistance, characterized by high heterogeneity and complex mechanisms, poses a significant challenge in cancer treatment. Stratifying resistant tumors into biologically and clinically meaningful subgroups can improve prognostic evaluation and help guide treatment decisions. However, the DNA methylation-based subtypes of resistant tumors have not yet been comprehensively characterized.

Results: DNA methylation profiles from resistant tumors were retrieved from public database including TCGA and GEO. For each tumor type resistant to a specific treatment drug, consensus clustering based on the most variable methylated probes was conducted to identify the DNA methylation subtypes of resistant tumors. For low-grade glioma (LGG) resistant to Temozolomide, consensus clustering of highly variable CpGs identified two subtypes: cancer resistance CpG island methylator phenotype-positive (CR_CIMP+) and -negative (CR_CIMP-). The CR_CIMP- subtype associates with poorer prognosis, reduced drug response, and more advanced histology, exhibiting higher tumor mutation burden and greater activity in drug resistance-related pathways, such as PI3K/AKT/mTOR signaling. CR_CIMP subtypes with distinct clinical or molecular features were also identified in pancreatic adenocarcinoma and bladder urothelial carcinoma resistant to Gemcitabine, as well as in non-small cell lung cancer resistant to anti-PD1/PD-L1 immunotherapy. Based on predicted drug responses, the study screens candidate drugs for each CR_CIMP subtype. Finally, a random forest model is proposed to predict CR_CIMP subtypes in LGG patients resistant to Temozolomide.

Conclusions: This study uncovers DNA methylation subtypes within resistant tumors, enabling more precise stratification to inform prognosis and therapy selection.

背景:耐药具有高度异质性和复杂的机制,是癌症治疗面临的重大挑战。将耐药肿瘤分层为生物学和临床意义的亚组可以改善预后评估并帮助指导治疗决策。然而,基于DNA甲基化的耐药肿瘤亚型尚未被全面表征。结果:从包括TCGA和GEO在内的公共数据库中检索到耐药肿瘤的DNA甲基化谱。对于每种对特定治疗药物耐药的肿瘤类型,基于最可变的甲基化探针进行共识聚类,以确定耐药肿瘤的DNA甲基化亚型。对于对替莫唑胺耐药的低级别胶质瘤(LGG),高度可变CpGs的共识聚类鉴定出两种亚型:耐药CpG岛甲基化表型阳性(CR_CIMP+)和-阴性(CR_CIMP-)。CR_CIMP-亚型与较差的预后、较低的药物反应和更晚期的组织学相关,表现出更高的肿瘤突变负担和更高的耐药相关通路活性,如PI3K/AKT/mTOR信号通路。在对吉西他滨耐药的胰腺腺癌和膀胱尿路上皮癌,以及抗pd1 /PD-L1免疫治疗耐药的非小细胞肺癌中,也发现了具有不同临床或分子特征的CR_CIMP亚型。根据预测的药物反应,该研究筛选每种CR_CIMP亚型的候选药物。最后,我们提出了一个随机森林模型来预测替莫唑胺耐药LGG患者的CR_CIMP亚型。结论:该研究揭示了耐药肿瘤内的DNA甲基化亚型,使更精确的分层为预后和治疗选择提供信息。
{"title":"Characterization and clinical implications of CpG island methylator phenotypes of resistant tumors.","authors":"Fei Hou, Xu Zhou, Yu-E Huang, Haizhou Liu, Mengqin Yuan, Jiahao Chen, Quan Wang, Wei Jiang","doi":"10.1186/s13148-026-02058-4","DOIUrl":"https://doi.org/10.1186/s13148-026-02058-4","url":null,"abstract":"<p><strong>Background: </strong>Drug resistance, characterized by high heterogeneity and complex mechanisms, poses a significant challenge in cancer treatment. Stratifying resistant tumors into biologically and clinically meaningful subgroups can improve prognostic evaluation and help guide treatment decisions. However, the DNA methylation-based subtypes of resistant tumors have not yet been comprehensively characterized.</p><p><strong>Results: </strong>DNA methylation profiles from resistant tumors were retrieved from public database including TCGA and GEO. For each tumor type resistant to a specific treatment drug, consensus clustering based on the most variable methylated probes was conducted to identify the DNA methylation subtypes of resistant tumors. For low-grade glioma (LGG) resistant to Temozolomide, consensus clustering of highly variable CpGs identified two subtypes: cancer resistance CpG island methylator phenotype-positive (CR_CIMP+) and -negative (CR_CIMP-). The CR_CIMP- subtype associates with poorer prognosis, reduced drug response, and more advanced histology, exhibiting higher tumor mutation burden and greater activity in drug resistance-related pathways, such as PI3K/AKT/mTOR signaling. CR_CIMP subtypes with distinct clinical or molecular features were also identified in pancreatic adenocarcinoma and bladder urothelial carcinoma resistant to Gemcitabine, as well as in non-small cell lung cancer resistant to anti-PD1/PD-L1 immunotherapy. Based on predicted drug responses, the study screens candidate drugs for each CR_CIMP subtype. Finally, a random forest model is proposed to predict CR_CIMP subtypes in LGG patients resistant to Temozolomide.</p><p><strong>Conclusions: </strong>This study uncovers DNA methylation subtypes within resistant tumors, enabling more precise stratification to inform prognosis and therapy selection.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146084543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Epigenome-wide association study of leukocyte telomere length and their effects on smoking-induced lung tumorigenesis: insights from the Dongfeng-Tongji cohort study. 白细胞端粒长度的全表观基因组关联研究及其对吸烟诱导肺肿瘤发生的影响:来自东风-同济队列研究的见解。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-30 DOI: 10.1186/s13148-026-02053-9
Xin Guan, Yuhan Zhou, Shiru Hong, Yi Jiang, Yang Xiao, Chenming Wang, Ming Fu, Hui Zhao, Shengli Chen, Ye Fu, Yingchen Zhang, Yansen Bai, Yuxi Wang, Yingqian You, Yichi Zhang, Shanshan Cheng, Huan Guo

Background: Epigenetic factors underlying telomere length (TL) may provide insight into telomeric homeostasis, with direct links to cigarette smoking and lung cancer susceptibility. It is unclear, nevertheless, to what extent effects of TL and its related DNA methylation on the smoking-induced lung tumorigenesis.

Methods: A case-cohort study is performed within the Dongfeng-Tongji (DFTJ) cohort, including a randomly selected subcohort of 1399 subjects and 359 incident lung cancer cases. We use a linear regression model to conduct EWAS of TL, while the associations of TL and candidate CpGs with lung cancer risk are evaluated using weighted Cox proportional hazard regression models. Furthermore, the causal inference test (CIT) and mediation analysis are used to elucidate the causality of TL and its relevant CpGs in the smoking-induced lung tumorigenesis. The methylation-expression associations are assessed in SY panel (n = 144), adjacent normal lung tissues (n = 32) and solid normal tissues in TCGA (n = 375).

Results: We identified 31 CpGs with significant associations with TL at FDR < 0.05, and their annotated genes are mainly enriched in oxidative stress, energy metabolism and immunity regulation pathways. Among the 31 TL-related CpGs, 3 CpGs showed substantial associations with both lung cancer risk and smoking status (all FDR < 0.1), including cg26563141 in RGPD1/RGPD2, cg03964851in MIR1974/KIAA0825, and cg08976633 in ZNF74. The further mediation analyses suggest that these three CpGs could mediate 2.89%~8.83% effect on lung cancer risk induced by smoking (all FDR < 0.1). The further CIT and multiple mediation analysis reveal that the effect of smoking on lung cancer risk is primarily mediated by TL (> 10%) while being mildly mediated via DNA methylation pathway (< 1%). Also, hypermethylation of cg26563141 is related to low expression of RGPD1 and RGPD2 across blood and tissue samples.

Conclusions: Both TL attrition and the three candidate CpGs showed significant mediation effects on lung cancer risk induced by smoking. These findings provide novel insight into the epigenetic control of telomere homeostasis mechanisms and clues for methylation alteration and TL in smoking-induced lung tumorigenesis.

背景:端粒长度(TL)背后的表观遗传因素可能提供端粒动态平衡的见解,与吸烟和肺癌易感性直接相关。然而,目前尚不清楚TL及其相关DNA甲基化在多大程度上影响吸烟诱导的肺肿瘤发生。方法:在东风-同济(DFTJ)队列中进行病例队列研究,随机选择1399名受试者和359例肺癌病例。我们使用线性回归模型对TL进行EWAS,而使用加权Cox比例风险回归模型评估TL和候选CpGs与肺癌风险的相关性。此外,采用因果推理检验(CIT)和中介分析来阐明TL及其相关CpGs在吸烟致肺肿瘤发生中的因果关系。在SY组(n = 144)、邻近正常肺组织(n = 32)和TCGA实体正常组织(n = 375)中评估甲基化表达的相关性。结果:我们发现31个CpGs在FDR为10%时与TL显著相关,并通过DNA甲基化途径轻度介导(结论:TL损耗和3个候选CpGs在吸烟诱导的肺癌风险中均具有显著的介导作用)。这些发现为研究端粒内稳态的表观遗传控制机制提供了新的见解,并为吸烟诱导的肺肿瘤发生中的甲基化改变和TL提供了线索。
{"title":"Epigenome-wide association study of leukocyte telomere length and their effects on smoking-induced lung tumorigenesis: insights from the Dongfeng-Tongji cohort study.","authors":"Xin Guan, Yuhan Zhou, Shiru Hong, Yi Jiang, Yang Xiao, Chenming Wang, Ming Fu, Hui Zhao, Shengli Chen, Ye Fu, Yingchen Zhang, Yansen Bai, Yuxi Wang, Yingqian You, Yichi Zhang, Shanshan Cheng, Huan Guo","doi":"10.1186/s13148-026-02053-9","DOIUrl":"https://doi.org/10.1186/s13148-026-02053-9","url":null,"abstract":"<p><strong>Background: </strong>Epigenetic factors underlying telomere length (TL) may provide insight into telomeric homeostasis, with direct links to cigarette smoking and lung cancer susceptibility. It is unclear, nevertheless, to what extent effects of TL and its related DNA methylation on the smoking-induced lung tumorigenesis.</p><p><strong>Methods: </strong>A case-cohort study is performed within the Dongfeng-Tongji (DFTJ) cohort, including a randomly selected subcohort of 1399 subjects and 359 incident lung cancer cases. We use a linear regression model to conduct EWAS of TL, while the associations of TL and candidate CpGs with lung cancer risk are evaluated using weighted Cox proportional hazard regression models. Furthermore, the causal inference test (CIT) and mediation analysis are used to elucidate the causality of TL and its relevant CpGs in the smoking-induced lung tumorigenesis. The methylation-expression associations are assessed in SY panel (n = 144), adjacent normal lung tissues (n = 32) and solid normal tissues in TCGA (n = 375).</p><p><strong>Results: </strong>We identified 31 CpGs with significant associations with TL at FDR < 0.05, and their annotated genes are mainly enriched in oxidative stress, energy metabolism and immunity regulation pathways. Among the 31 TL-related CpGs, 3 CpGs showed substantial associations with both lung cancer risk and smoking status (all FDR < 0.1), including cg26563141 in RGPD1/RGPD2, cg03964851in MIR1974/KIAA0825, and cg08976633 in ZNF74. The further mediation analyses suggest that these three CpGs could mediate 2.89%~8.83% effect on lung cancer risk induced by smoking (all FDR < 0.1). The further CIT and multiple mediation analysis reveal that the effect of smoking on lung cancer risk is primarily mediated by TL (> 10%) while being mildly mediated via DNA methylation pathway (< 1%). Also, hypermethylation of cg26563141 is related to low expression of RGPD1 and RGPD2 across blood and tissue samples.</p><p><strong>Conclusions: </strong>Both TL attrition and the three candidate CpGs showed significant mediation effects on lung cancer risk induced by smoking. These findings provide novel insight into the epigenetic control of telomere homeostasis mechanisms and clues for methylation alteration and TL in smoking-induced lung tumorigenesis.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146092339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
DNA methylation estimates of immune cell abundance have prognostic potential in triple negative breast cancer. 免疫细胞丰度的DNA甲基化估计在三阴性乳腺癌中具有预后潜力。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-27 DOI: 10.1186/s13148-026-02052-w
Sarah Williams, Darren Korbie, Matt Trau, Kelly A Avery-Kiejda, Rodney J Scott, Braydon Meyer, Melissa C Southey, Roger L Milne, Pierre-Antoine Dugué, Susan J Clark, Clare Stirzaker, Ruth Pidsley

Immune infiltration is now recognised as an important prognostic factor in triple negative breast cancer (TNBC). DNA methylation, due to its cell-type specificity, offers a promising approach for quantifying immune cell abundance as a biomarker for risk stratification. Here, we used EpiDISH, a DNA methylation-based cellular deconvolution method, to estimate immune cell proportions from genome-wide methylation data across four independent breast cancer datasets. We show that increased methylation-estimated immune cell percentage in TNBC patients is associated with improved outcomes. This highlights the potential of DNA methylation-based estimates of cell composition for prognosis in TNBC.

免疫浸润现在被认为是三阴性乳腺癌(TNBC)的一个重要预后因素。DNA甲基化由于其细胞类型特异性,为定量免疫细胞丰度作为风险分层的生物标志物提供了一种有希望的方法。在这里,我们使用EpiDISH,一种基于DNA甲基化的细胞反褶积方法,从四个独立的乳腺癌数据集中的全基因组甲基化数据中估计免疫细胞比例。我们发现,TNBC患者中甲基化估计的免疫细胞百分比增加与预后改善有关。这突出了基于DNA甲基化的细胞组成预测TNBC预后的潜力。
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引用次数: 0
Differential transcriptomic modulation by histone deacetylase inhibitor SAHA in LUAD and LUSC. 组蛋白去乙酰化酶抑制剂SAHA在LUAD和LUSC中的差异转录组调节。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-27 DOI: 10.1186/s13148-026-02051-x
Fei Wang, Qingjun Yang, Lei Shu, Huiyu Cen, Yating Huang, Xiaojun Ma, Yinshan Lin, Xiaoling Guan, Chen Wang, Xihua Fu, Guoxing You, Xi-Yong Yu, Lingmin Zhang, Jianfen Su

Background: Histone deacetylases (HDACs) are central epigenetic regulators in non-small cell lung cancer (NSCLC), yet responses to HDAC inhibitors (HDACi) vary markedly between lung adenocarcinoma (LUAD) and lung squamous carcinoma (LUSC). We asked how the pan-HDAC inhibitor suberoylanilide hydroxamic acid (SAHA, vorinostat) rewires lineage-specific transcriptional programs and whether SAHA-aligned modules of genes, rather than individual loci, capture clinically relevant vulnerabilities in each subtype.

Methods: LUAD-like NCI-H1299 (TP53del, NRASQ61K) and LUSC-like NCI-H1703 (TP53WT, PDGFRAamp, PIK3CAE542K) cells were treated with SAHA (10 µM, 24 h) or DMSO. Bulk RNA-seq data were analysed with edgeR (FDR < 0.05, |log2FC|> 1), followed by GO/Reactome over-representation, Hallmark GSEA, and STRING-based protein-protein interaction mapping. We quantified apoptosis (Annexin V/PI) and motility (scratch assays under mitomycin C). SAHA "feature-sensing" modules were constructed by intersecting SAHA-responsive DEGs with overall-survival-associated genes from GEPIA2 and were scored in 592 LUAD and 551 LUSC tumours. Correlations between HDAC isoforms and module scores were used to define subtype-biased HDAC-module neighbourhoods.

Results: SAHA reprogrammed the transcriptome in both lines (1,098 DEGs in H1299; 1,532 in H1703), enforcing a shared suppression of E2F/G2-M programs but diverging in non-cell-cycle outputs. In LUAD-like H1299, SAHA upregulated morphogenesis/adhesion and KRAS_SIGNALING_DN/EMT-adjacent signatures while dampening interferon/stress pathways, and significantly reduced migration at low dose. In LUSC-like H1703, SAHA triggered a dominant cell-cycle checkpoint shutdown coupled to complement/ECM and inflammatory induction, with stronger apoptosis but only modest short-term migration restraint. Survival-anchored analysis yielded four SAHA feature-sensing modules; the LUAD_RISK module was enriched for cell-cycle/mitotic genes and was attenuated by SAHA, whereas the LUSC_RISK module captured checkpoint, ECM, and stress-response programs preferentially down-regulated in H1703. Both risk modules stratified prognosis and were linked to distinct HDAC-centred neighbourhoods (HDAC7/9-LUAD_RISK and HDAC4/6-LUSC_RISK) in TCGA tumours.

Conclusions: SAHA imposes a common anti-proliferative core but engages distinct lineage-conditioned risk modules in LUAD and LUSC-cell-cycle/migration-linked in LUAD and checkpoint/stress-linked in LUSC. These SAHA feature-sensing modules provide a mechanistic and clinically anchored framework for subtype-tailored HDAC-directed combinations and for future development of HDACi-aligned biomarkers in NSCLC.

背景:组蛋白去乙酰化酶(HDAC)是非小细胞肺癌(NSCLC)的中心表观遗传调控因子,然而肺腺癌(LUAD)和肺鳞癌(LUSC)对HDAC抑制剂(HDACi)的反应存在显著差异。我们询问泛hdac抑制剂亚eroylanilide羟肟酸(SAHA,伏立诺他)如何重新连接谱系特异性转录程序,以及SAHA排列的基因模块(而不是单个位点)是否捕获每个亚型的临床相关脆弱性。方法:将luad样NCI-H1299 (TP53del、NRASQ61K)和lusc样NCI-H1703 (TP53WT、PDGFRAamp、PIK3CAE542K)细胞分别用SAHA(10µM, 24 h)或DMSO处理。使用edgeR (FDR 2FC|> 1)分析大量RNA-seq数据,然后使用GO/Reactome过度表征,Hallmark GSEA和基于string的蛋白质-蛋白质相互作用制图。我们定量细胞凋亡(Annexin V/PI)和运动(丝裂霉素C下划痕试验)。通过将SAHA应答基因与GEPIA2的总体生存相关基因交叉构建SAHA“特征感知”模块,并在592例LUAD和551例LUSC肿瘤中进行评分。HDAC同工型和模块评分之间的相关性被用来定义亚型偏倚的HDAC模块邻域。结果:SAHA对两种细胞系的转录组进行了重编程(H1299为1098个deg, H1703为1532个deg),强制执行了对E2F/G2-M程序的共同抑制,但在非细胞周期输出中出现了分化。在luad样H1299中,SAHA上调了形态发生/粘附和KRAS_SIGNALING_DN/ emt邻近特征,同时抑制了干扰素/应激途径,并显著减少了低剂量下的迁移。在lusc样的H1703中,SAHA触发了主要的细胞周期检查点关闭,与补体/ECM和炎症诱导相结合,细胞凋亡更强,但只有适度的短期迁移抑制。生存锚定分析产生了四个SAHA特征感知模块;LUAD_RISK模块富集细胞周期/有丝分裂基因,被SAHA减弱,而LUSC_RISK模块捕获检查点、ECM和应激反应程序,在H1703中优先下调。这两种风险模块对TCGA肿瘤的预后分层,并与不同的以hdac为中心的社区(HDAC7/9-LUAD_RISK和HDAC4/6-LUSC_RISK)相关。结论:SAHA施加了一个共同的抗增殖核心,但在LUAD和luc -细胞周期/迁移相关的LUAD和LUSC中的检查点/应力相关的LUAD中具有不同的谱系条件风险模块。这些SAHA特征传感模块提供了一个机制和临床锚定框架,用于针对亚型定制的hdac定向组合,以及未来在非小细胞肺癌中开发与hdac一致的生物标志物。
{"title":"Differential transcriptomic modulation by histone deacetylase inhibitor SAHA in LUAD and LUSC.","authors":"Fei Wang, Qingjun Yang, Lei Shu, Huiyu Cen, Yating Huang, Xiaojun Ma, Yinshan Lin, Xiaoling Guan, Chen Wang, Xihua Fu, Guoxing You, Xi-Yong Yu, Lingmin Zhang, Jianfen Su","doi":"10.1186/s13148-026-02051-x","DOIUrl":"https://doi.org/10.1186/s13148-026-02051-x","url":null,"abstract":"<p><strong>Background: </strong>Histone deacetylases (HDACs) are central epigenetic regulators in non-small cell lung cancer (NSCLC), yet responses to HDAC inhibitors (HDACi) vary markedly between lung adenocarcinoma (LUAD) and lung squamous carcinoma (LUSC). We asked how the pan-HDAC inhibitor suberoylanilide hydroxamic acid (SAHA, vorinostat) rewires lineage-specific transcriptional programs and whether SAHA-aligned modules of genes, rather than individual loci, capture clinically relevant vulnerabilities in each subtype.</p><p><strong>Methods: </strong>LUAD-like NCI-H1299 (TP53<sup>del</sup>, NRAS<sup>Q61K</sup>) and LUSC-like NCI-H1703 (TP53<sup>WT</sup>, PDGFRA<sup>amp</sup>, PIK3CA<sup>E542K</sup>) cells were treated with SAHA (10 µM, 24 h) or DMSO. Bulk RNA-seq data were analysed with edgeR (FDR < 0.05, |log<sub>2</sub>FC|> 1), followed by GO/Reactome over-representation, Hallmark GSEA, and STRING-based protein-protein interaction mapping. We quantified apoptosis (Annexin V/PI) and motility (scratch assays under mitomycin C). SAHA \"feature-sensing\" modules were constructed by intersecting SAHA-responsive DEGs with overall-survival-associated genes from GEPIA2 and were scored in 592 LUAD and 551 LUSC tumours. Correlations between HDAC isoforms and module scores were used to define subtype-biased HDAC-module neighbourhoods.</p><p><strong>Results: </strong>SAHA reprogrammed the transcriptome in both lines (1,098 DEGs in H1299; 1,532 in H1703), enforcing a shared suppression of E2F/G2-M programs but diverging in non-cell-cycle outputs. In LUAD-like H1299, SAHA upregulated morphogenesis/adhesion and KRAS_SIGNALING_DN/EMT-adjacent signatures while dampening interferon/stress pathways, and significantly reduced migration at low dose. In LUSC-like H1703, SAHA triggered a dominant cell-cycle checkpoint shutdown coupled to complement/ECM and inflammatory induction, with stronger apoptosis but only modest short-term migration restraint. Survival-anchored analysis yielded four SAHA feature-sensing modules; the LUAD_RISK module was enriched for cell-cycle/mitotic genes and was attenuated by SAHA, whereas the LUSC_RISK module captured checkpoint, ECM, and stress-response programs preferentially down-regulated in H1703. Both risk modules stratified prognosis and were linked to distinct HDAC-centred neighbourhoods (HDAC7/9-LUAD_RISK and HDAC4/6-LUSC_RISK) in TCGA tumours.</p><p><strong>Conclusions: </strong>SAHA imposes a common anti-proliferative core but engages distinct lineage-conditioned risk modules in LUAD and LUSC-cell-cycle/migration-linked in LUAD and checkpoint/stress-linked in LUSC. These SAHA feature-sensing modules provide a mechanistic and clinically anchored framework for subtype-tailored HDAC-directed combinations and for future development of HDACi-aligned biomarkers in NSCLC.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Dual epigenetic and nuclear export inhibition by chidamide and selinexor in high grade B-cell lymphomas via survivin and PI3K/AKT inhibition. chidamide和selinexor通过survivin和PI3K/AKT抑制作用抑制高级别b细胞淋巴瘤的双表观遗传和核输出。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-26 DOI: 10.1186/s13148-026-02056-6
Jiazhen Lin, Xinguo Zhuang, Shuman Jia, Hui Zhou, Dongmei Qin, Jie Zhou, Bozhang Chen, Mingxin Zhuang, Bing Xu, Jie Zha

Backgound: High-grade B-cell lymphoma with concurrent MYC and BCL2/BCL6 rearrangements (HGBL-DHL) is a highly aggressive disease that is resistant to conventional first-line immunochemotherapeutic regimens. This resistance necessitates the exploration of innovative therapeutic strategies.

Result: In this study, the combination of chidamide and selinexor showed significant synergistic antilymphoma effects in the treatment of HGBL-DHL. The synergistic effects were evidenced by the inhibition of cell proliferation, induction of apoptosis, and perturbation of the cell cycle in cell lines, as assessed by Cell Counting Kit-8, Annexin V/PI staining, and PI staining assays. Furthermore, in a xenograft mouse model of HGBL-DHL, this combination therapy markedly reduced the tumor burden without causing lethal toxicity. At the mechanistic level, the combination of chidamide and selinexor resulted in the synergistic downregulation of survivin and the PI3K/AKT signaling pathway. This dual inhibition was attributed to the interactive effects of the two drugs. The downregulation of key downstream targets of the PI3K/AKT pathway, including c-Myc, MCL1, BCL-XL, cyclin A2, and survivin, was synergistic and aligned with the phenotypic outcomes. Notably, survivin, an anti-apoptotic gene, underwent transcriptional repression by FOXO1 at the level of epigenetic regulation. Chidamide combined with selinexor synergistically down-regulated survivin in both the nucleus, cytoplasm and total protein levels via HDAC/FOXO1/survivin, HDAC3/PI3K/AKT/XPO1/survivin, XPO1/FOXO1/survivin, and XPO1/survivin axes.

Conclusion: Our preclinical data highlighted the potential synergistic efficacy of chidamide and selinexor in targeting HGBL-DHL, providing a rationale for further clinical investigation of this therapeutic combination for the treatment of this refractory disease.

背景:伴有MYC和BCL2/BCL6重排的高级别b细胞淋巴瘤(HGBL-DHL)是一种高度侵袭性疾病,对传统的一线免疫化疗方案具有耐药性。这种耐药性需要探索创新的治疗策略。结果:本研究中,奇达胺与赛力那索联合治疗HGBL-DHL具有显著的协同抗淋巴瘤作用。通过细胞计数试剂盒-8、膜联蛋白V/PI染色和PI染色检测,可以通过抑制细胞增殖、诱导细胞凋亡和扰乱细胞系的细胞周期来证明其协同作用。此外,在HGBL-DHL的异种移植小鼠模型中,这种联合治疗显着减少了肿瘤负荷,而不会引起致命毒性。在机制水平上,chidamide和selinexor联合使用可协同下调survivin和PI3K/AKT信号通路。这种双重抑制归因于两种药物的相互作用。PI3K/AKT通路的关键下游靶点(包括c-Myc、MCL1、BCL-XL、cyclin A2和survivin)的下调是协同的,并与表型结果一致。值得注意的是,抗凋亡基因survivin在表观遗传调控水平上受到fox01的转录抑制。Chidamide联合selinexor通过HDAC/FOXO1/survivin、HDAC3/PI3K/AKT/XPO1/survivin、XPO1/FOXO1/survivin、XPO1/FOXO1/survivin和XPO1/survivin轴协同下调细胞核、细胞质和总蛋白水平。结论:我们的临床前数据强调了奇达胺和selinexor靶向HGBL-DHL的潜在协同作用,为进一步临床研究这种治疗组合治疗这种难治性疾病提供了依据。
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引用次数: 0
Targeting microbiome-driven epigenetic modifications: a new frontier in breast cancer treatment. 靶向微生物驱动的表观遗传修饰:乳腺癌治疗的新前沿。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-25 DOI: 10.1186/s13148-025-02046-0
Yuhan Bai, Xiangyi Kong, Jing Wang

Breast cancer remains a leading cause of morbidity and mortality among women worldwide, with significant heterogeneity in its development and treatment response. Recent advances in understanding the roles of the microbiome and epigenetic regulation have opened new avenues for addressing the complexities of breast cancer progression and therapeutic resistance. This review explores the intricate relationship between the gut and intratumoral microbiomes and epigenetic modifications, such as DNA methylation, histone modifications, and non-coding RNAs. Specifically, we examine how microbial metabolites, particularly short-chain fatty acids (SCFAs), regulate gene expression via epigenetic mechanisms, influencing tumor growth, metastasis, and treatment response. The impact of metabolic diseases, including obesity and type 2 diabetes mellitus (T2DM), on breast cancer risk through microbiome-mediated epigenetic changes is also discussed. Furthermore, the review highlights emerging therapeutic strategies that integrate microbiome modulation with epigenetic therapies, including the use of probiotics, dietary interventions, and fecal microbiota transplantation (FMT), as well as DNA methyltransferase (DNMT) inhibitors and histone deacetylase (HDAC) inhibitors. These innovative approaches hold promise for overcoming treatment resistance and improving clinical outcomes in breast cancer patients. Future research should focus on elucidating the molecular pathways through which the microbiome influences epigenetic regulation and developing personalized, microbiome-targeted therapies that enhance the efficacy of existing treatments. By targeting both the genetic and epigenetic drivers of breast cancer, microbiome-based interventions represent a novel frontier in the fight against this challenging disease.

乳腺癌仍然是全世界妇女发病率和死亡率的主要原因,其发展和治疗反应具有显著的异质性。最近在理解微生物组和表观遗传调控的作用方面取得的进展为解决乳腺癌进展和治疗耐药性的复杂性开辟了新的途径。这篇综述探讨了肠道和肿瘤内微生物组与表观遗传修饰(如DNA甲基化、组蛋白修饰和非编码rna)之间的复杂关系。具体来说,我们研究了微生物代谢物,特别是短链脂肪酸(SCFAs)如何通过表观遗传机制调节基因表达,影响肿瘤生长、转移和治疗反应。代谢疾病,包括肥胖和2型糖尿病(T2DM),通过微生物组介导的表观遗传改变对乳腺癌风险的影响也进行了讨论。此外,该综述强调了将微生物组调节与表观遗传治疗相结合的新兴治疗策略,包括使用益生菌,饮食干预,粪便微生物群移植(FMT),以及DNA甲基转移酶(DNMT)抑制剂和组蛋白去乙酰化酶(HDAC)抑制剂。这些创新的方法有望克服治疗耐药性,改善乳腺癌患者的临床结果。未来的研究应侧重于阐明微生物组影响表观遗传调控的分子途径,并开发个性化的微生物组靶向治疗方法,以增强现有治疗方法的疗效。通过针对乳腺癌的遗传和表观遗传驱动因素,基于微生物组的干预措施代表了对抗这种具有挑战性疾病的新前沿。
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引用次数: 0
Single-cell transcriptomics uncover RNF130-mediated TNF-α pathway activation and worenine synergy with paclitaxel in breast cancer. 单细胞转录组学揭示了乳腺癌中rnf130介导的TNF-α通路激活和女性素与紫杉醇的协同作用。
IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Pub Date : 2026-01-24 DOI: 10.1186/s13148-026-02057-5
Mi Hu, Liangbin Huang, Hongzhuan Deng, Zhifeng Chen, Guanghui Cheng, Xinchun Liu

Background: Triple-negative breast cancer (TNBC) is distinguished by high invasiveness and a tendency for recurrence. Recent studies have suggested that E3 ubiquitin ligases play a crucial role in the initiation and progression of various tumors. However, there is still an absence of systematic understanding regarding the specific function and molecular mechanisms of its member gene RNF130 in TNBC.

Methods: This study conducted a comprehensive analysis of large-scale transcriptomic data from databases such as TCGA and GEO. Additionally, single-cell RNA sequencing data from multiple breast cancer samples and their liver metastases were analyzed to evaluate the expression pattern, prognostic significance, and potential regulatory role of RNF130 in the tumor microenvironment. The effects of RNF130 on breast cancer cell proliferation, apoptosis, and chemotherapy sensitivity were explored through in vitro cell experiments and in vivo mouse models. Furthermore, the study screened and evaluated the targeted inhibitory effect of the Traditional Chinese Medicine active component Worenine on RNF130, as well as its combined therapeutic effect with paclitaxel.

Results: The findings indicated that RNF130 was notably overexpressed in breast cancer tissues and associated with unfavorable patient survival outcomes. Single-cell transcriptomic analysis revealed that RNF130 was predominantly enriched in malignant epithelial cell populations and closely associated with tumor immune evasion phenotypes. RNF130 knockdown inhibited proliferation, induced apoptosis, reduced TNF-α pathway activation, and enhanced sensitivity to paclitaxel, whereas RNF130 overexpression exerted the opposite effects. Co-culture experiments further demonstrated that RNF130 depletion promoted M1 macrophage polarization while control cells induced M2-like phenotypes. Additionally, Worenine downregulated RNF130 expression and displayed a synergistic inhibitory effect with paclitaxel.

Conclusion: This study identifies RNF130 as a critical mediator of TNBC progression that regulates tumor growth, apoptosis, immune evasion, and metabolic reprogramming, partly through activation of the TNF-α signaling pathway. Furthermore, Worenine was found to reduce RNF130 expression and enhance the antitumor effect of paclitaxel, suggesting its potential utility in combination therapy for TNBC. These findings provide mechanistic insights into RNF130-driven malignancy and offer a foundation for developing future therapeutic strategies.

背景:三阴性乳腺癌(TNBC)的特点是高侵袭性和复发倾向。最近的研究表明,E3泛素连接酶在各种肿瘤的发生和发展中起着至关重要的作用。然而,其成员基因RNF130在TNBC中的具体功能和分子机制尚缺乏系统的认识。方法:本研究对TCGA和GEO等数据库的大规模转录组学数据进行了综合分析。此外,我们还分析了来自多个乳腺癌样本及其肝转移灶的单细胞RNA测序数据,以评估RNF130在肿瘤微环境中的表达模式、预后意义以及潜在的调节作用。通过体外细胞实验和小鼠体内模型,探讨RNF130对乳腺癌细胞增殖、凋亡及化疗敏感性的影响。此外,本研究筛选并评价了中药活性成分women renine对RNF130的靶向抑制作用,以及与紫杉醇联合治疗的效果。结果:研究结果表明,RNF130在乳腺癌组织中明显过表达,并与不利的患者生存结果相关。单细胞转录组分析显示,RNF130主要富集于恶性上皮细胞群中,并与肿瘤免疫逃避表型密切相关。RNF130敲低抑制细胞增殖,诱导细胞凋亡,降低TNF-α通路激活,增强对紫杉醇的敏感性,而RNF130过表达则相反。共培养实验进一步表明,RNF130缺失促进了M1巨噬细胞极化,而对照细胞诱导了m2样表型。此外,Worenine下调RNF130的表达,并与紫杉醇表现出协同抑制作用。结论:本研究确定RNF130是TNBC进展的关键介质,部分通过激活TNF-α信号通路调节肿瘤生长、凋亡、免疫逃避和代谢重编程。此外,研究发现,Worenine可降低RNF130的表达,增强紫杉醇的抗肿瘤作用,提示其在TNBC联合治疗中的潜在应用价值。这些发现为rnf130驱动的恶性肿瘤提供了机制见解,并为开发未来的治疗策略提供了基础。
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引用次数: 0
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Clinical Epigenetics
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