Pub Date : 2025-11-21DOI: 10.1186/s13148-025-01995-w
Desislava K Tsoneva, Diana Buzova, Salvatore Daniele Bianco, Ilina Micheva, Merlin Efraim, Nikol Daskalova, Igor Resnick, Maria Teneva, Trifon Chervenkov, Nikolay Vladimirov Conev, Rostislav Manev, Dragomir Svetozarov Stoyanov, Jan Cerveny, Tommaso Mazza, Manlio Vinciguerra
Background: Cancers can be hematological or solid, sharing many hallmarks, although their clinical behaviors are distinct. Identifying biomarkers that differentiate hematological from non-hematological malignancies could aid differential diagnosis by providing the basis for developing point-of-care diagnostic devices. In this respect, complex histone populations are secreted and detectable in biological fluids in various disease settings. To our knowledge, studies analyzing the circulating histone profile complexity by comparing healthy individuals, patients with hematological malignancies, and solid cancer patients are currently lacking.
Results: We assessed the plasma histone signature of healthy subjects (n = 30), and of patients with myelodysplastic syndrome (MDS, n = 43), colorectal cancer (CRC, n = 39), lung cancer (non-small cell lung cancer [NSCLC, n = 15]), small cell lung cancer [SCLC, n = 4]), or breast cancer [BC, n = 16]). Principal component analysis (PCA) demonstrated the segregation of circulating histones and histone complexes between oncological and healthy patients. Individual histones (H2A, H2B, H3, H4, macroH2A1.1, and macroH2A1.2), histone dimers and nucleosomes were assayed by ImageStream(X)-advanced flow cytometry. We found general increases in circulating histone abundance in the blood of cancer patients versus healthy controls. MDS and solid cancers could be discriminated among themselves for an increased abundance of histones H2A and macroH2A1.2 (p < 0.01), and a decreased abundance of H2A/H2B/H3/H4 and H3/H4 histone complexes (p < 0.01). Moreover, macroH2A1.2 and H2A/H2B/H3/H4 levels negatively or positively correlated with age in healthy subjects versus MDS patients, respectively.
Conclusions: Overall, we identified circulating histone signatures able to discriminate between solid and MDS, using a rapid and non-invasive imaging technology, which may improve patient diagnosis.
背景:癌症可以是血液学的或实体的,尽管它们的临床行为不同,但它们有许多共同的特征。鉴别血液学和非血液学恶性肿瘤的生物标志物可以为开发即时诊断设备提供基础,从而有助于鉴别诊断。在这方面,复杂的组蛋白群体在各种疾病环境下的生物体液中分泌和检测。据我们所知,目前还缺乏通过比较健康个体、血液恶性肿瘤患者和实体癌患者来分析循环组蛋白谱复杂性的研究。结果:我们评估了健康受试者(n = 30)以及骨髓增生异常综合征(MDS, n = 43)、结直肠癌(CRC, n = 39)、肺癌(非小细胞肺癌[NSCLC, n = 15])、小细胞肺癌[SCLC, n = 4])或乳腺癌[BC, n = 16])患者的血浆组蛋白特征。主成分分析(PCA)证明了肿瘤患者和健康患者之间循环组蛋白和组蛋白复合物的分离。采用ImageStream(X)先进流式细胞术检测各组蛋白(H2A、H2B、H3、H4、macroH2A1.1和macroH2A1.2)、组蛋白二聚体和核小体。我们发现,与健康对照者相比,癌症患者血液中循环组蛋白丰度普遍增加。通过组蛋白H2A和macroH2A1.2丰度的增加,MDS和实体癌可以区分开来(p)。结论:总体而言,我们发现了能够区分实体癌和MDS的循环组蛋白特征,使用快速和无创成像技术,这可能提高患者的诊断。
{"title":"Histone-based liquid biopsy discriminates between myelodysplastic syndrome and solid malignancies.","authors":"Desislava K Tsoneva, Diana Buzova, Salvatore Daniele Bianco, Ilina Micheva, Merlin Efraim, Nikol Daskalova, Igor Resnick, Maria Teneva, Trifon Chervenkov, Nikolay Vladimirov Conev, Rostislav Manev, Dragomir Svetozarov Stoyanov, Jan Cerveny, Tommaso Mazza, Manlio Vinciguerra","doi":"10.1186/s13148-025-01995-w","DOIUrl":"10.1186/s13148-025-01995-w","url":null,"abstract":"<p><strong>Background: </strong>Cancers can be hematological or solid, sharing many hallmarks, although their clinical behaviors are distinct. Identifying biomarkers that differentiate hematological from non-hematological malignancies could aid differential diagnosis by providing the basis for developing point-of-care diagnostic devices. In this respect, complex histone populations are secreted and detectable in biological fluids in various disease settings. To our knowledge, studies analyzing the circulating histone profile complexity by comparing healthy individuals, patients with hematological malignancies, and solid cancer patients are currently lacking.</p><p><strong>Results: </strong>We assessed the plasma histone signature of healthy subjects (n = 30), and of patients with myelodysplastic syndrome (MDS, n = 43), colorectal cancer (CRC, n = 39), lung cancer (non-small cell lung cancer [NSCLC, n = 15]), small cell lung cancer [SCLC, n = 4]), or breast cancer [BC, n = 16]). Principal component analysis (PCA) demonstrated the segregation of circulating histones and histone complexes between oncological and healthy patients. Individual histones (H2A, H2B, H3, H4, macroH2A1.1, and macroH2A1.2), histone dimers and nucleosomes were assayed by ImageStream(X)-advanced flow cytometry. We found general increases in circulating histone abundance in the blood of cancer patients versus healthy controls. MDS and solid cancers could be discriminated among themselves for an increased abundance of histones H2A and macroH2A1.2 (p < 0.01), and a decreased abundance of H2A/H2B/H3/H4 and H3/H4 histone complexes (p < 0.01). Moreover, macroH2A1.2 and H2A/H2B/H3/H4 levels negatively or positively correlated with age in healthy subjects versus MDS patients, respectively.</p><p><strong>Conclusions: </strong>Overall, we identified circulating histone signatures able to discriminate between solid and MDS, using a rapid and non-invasive imaging technology, which may improve patient diagnosis.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"199"},"PeriodicalIF":4.4,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12639983/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145573302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19DOI: 10.1186/s13148-025-02004-w
Can Li, Zhiyuan Li, Chunling Ma, Lin Xu, Ning Zhang, Yan Li, Qingqing Lv, Chao Li, Shuping Zhao
Background: Preeclampsia (PE) is a pregnancy-specific hypertensive disorder associated with placental dysfunction and oxidative stress. This study explored whether WTAP regulates ferroptosis in trophoblasts through m6A-dependent control of NCOA4 and YTHDF2.
Methods: WTAP expression and global m6A levels in PE placentas were examined by qRT-PCR, western blot, and immunohistochemistry, along with histopathological analysis. WTAP, NCOA4, and YTHDF2 expression were manipulated in HTR-8/SVneo trophoblasts using siRNAs or overexpression plasmids. Cell proliferation, migration, cell-cycle distribution, oxidative stress, and ferroptosis markers were evaluated. MeRIP-qPCR and RIP-qPCR were used to assess NCOA4 m6A methylation and YTHDF2 binding. A PE mouse model was established to assess in vivo effects and the potential rescue by Ferrostatin-1 (Fer-1).
Results: WTAP expression and global m6A levels were reduced in PE placentas, accompanied by villous structural damage. Functionally, WTAP knockdown suppressed trophoblast proliferation and migration, induced G1 arrest, and enhanced oxidative stress, while WTAP overexpression had opposite effects. Mechanistically, WTAP promoted m6A methylation of NCOA4 mRNA and its YTHDF2-dependent degradation. In PE placentas, YTHDF2 was downregulated and NCOA4 upregulated, consistent with in vitro findings. NCOA4 overexpression impaired trophoblast function and increased ferroptosis, whereas silencing had protective effects. YTHDF2 knockdown and NCOA4 overexpression acted synergistically to exacerbate ferroptosis, both in trophoblasts and in a PE mouse model, leading to aggravated hypertension, proteinuria, and fetal growth restriction, which were partially reversed by Fer-1.
Conclusion: WTAP suppresses ferroptosis in PE by enhancing YTHDF2-dependent m6A methylation and degradation of NCOA4. Disruption of this pathway exacerbates oxidative stress, trophoblast dysfunction, and adverse pregnancy outcomes.
{"title":"WTAP regulates NCOA4-mediated ferroptosis via a YTHDF2-dependent mechanism in preeclampsia.","authors":"Can Li, Zhiyuan Li, Chunling Ma, Lin Xu, Ning Zhang, Yan Li, Qingqing Lv, Chao Li, Shuping Zhao","doi":"10.1186/s13148-025-02004-w","DOIUrl":"10.1186/s13148-025-02004-w","url":null,"abstract":"<p><strong>Background: </strong>Preeclampsia (PE) is a pregnancy-specific hypertensive disorder associated with placental dysfunction and oxidative stress. This study explored whether WTAP regulates ferroptosis in trophoblasts through m<sup>6</sup>A-dependent control of NCOA4 and YTHDF2.</p><p><strong>Methods: </strong>WTAP expression and global m<sup>6</sup>A levels in PE placentas were examined by qRT-PCR, western blot, and immunohistochemistry, along with histopathological analysis. WTAP, NCOA4, and YTHDF2 expression were manipulated in HTR-8/SVneo trophoblasts using siRNAs or overexpression plasmids. Cell proliferation, migration, cell-cycle distribution, oxidative stress, and ferroptosis markers were evaluated. MeRIP-qPCR and RIP-qPCR were used to assess NCOA4 m<sup>6</sup>A methylation and YTHDF2 binding. A PE mouse model was established to assess in vivo effects and the potential rescue by Ferrostatin-1 (Fer-1).</p><p><strong>Results: </strong>WTAP expression and global m<sup>6</sup>A levels were reduced in PE placentas, accompanied by villous structural damage. Functionally, WTAP knockdown suppressed trophoblast proliferation and migration, induced G1 arrest, and enhanced oxidative stress, while WTAP overexpression had opposite effects. Mechanistically, WTAP promoted m<sup>6</sup>A methylation of NCOA4 mRNA and its YTHDF2-dependent degradation. In PE placentas, YTHDF2 was downregulated and NCOA4 upregulated, consistent with in vitro findings. NCOA4 overexpression impaired trophoblast function and increased ferroptosis, whereas silencing had protective effects. YTHDF2 knockdown and NCOA4 overexpression acted synergistically to exacerbate ferroptosis, both in trophoblasts and in a PE mouse model, leading to aggravated hypertension, proteinuria, and fetal growth restriction, which were partially reversed by Fer-1.</p><p><strong>Conclusion: </strong>WTAP suppresses ferroptosis in PE by enhancing YTHDF2-dependent m<sup>6</sup>A methylation and degradation of NCOA4. Disruption of this pathway exacerbates oxidative stress, trophoblast dysfunction, and adverse pregnancy outcomes.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"195"},"PeriodicalIF":4.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12628531/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19DOI: 10.1186/s13148-025-02009-5
Eden Engal, Alex Gileles-Hillel
Background: Obstructive sleep apnea (OSA) is a highly prevalent sleep disorder characterized by recurrent episodes of intermittent hypoxia (IH) and sleep fragmentation. OSA is strongly associated with cardiometabolic morbidities, many of which correlate with the severity of IH. While the genetic basis of OSA remains unclear, epigenetic modifications, particularly DNA methylation, have emerged as key contributors to its pathophysiology.
Methods: In this pooled analysis, we systematically examined publicly available DNA methylation datasets from OSA patients and murine IH models to identify common methylation signatures at both the single-gene and pathway levels.
Results: We found 720 differentially methylated genes in human OSA, suggesting a regulatory role of DNA methylation in OSA-associated cardiometabolic dysfunction. While the specific differentially methylated genes differed between human OSA and murine IH models, there were notable similarities. In contrast, there was substantial overlap between the human and animal data at the pathway level. Most notably, differential methylation affected oxidative stress, inflammation, lipid metabolism, and PI3-AKT signaling pathways.
Conclusions: These findings provide further evidence that epigenetic mechanisms, particularly DNA methylation, mediate the systemic effects of OSA and IH. Our study underscores the need for targeted research to elucidate the causal role of these epigenetic changes and their potential reversibility through therapeutic interventions.
{"title":"Epigenetic alterations in obstructive sleep Apnea: a pooled analysis of DNA methylation profiles in humans and animal models.","authors":"Eden Engal, Alex Gileles-Hillel","doi":"10.1186/s13148-025-02009-5","DOIUrl":"10.1186/s13148-025-02009-5","url":null,"abstract":"<p><strong>Background: </strong>Obstructive sleep apnea (OSA) is a highly prevalent sleep disorder characterized by recurrent episodes of intermittent hypoxia (IH) and sleep fragmentation. OSA is strongly associated with cardiometabolic morbidities, many of which correlate with the severity of IH. While the genetic basis of OSA remains unclear, epigenetic modifications, particularly DNA methylation, have emerged as key contributors to its pathophysiology.</p><p><strong>Methods: </strong>In this pooled analysis, we systematically examined publicly available DNA methylation datasets from OSA patients and murine IH models to identify common methylation signatures at both the single-gene and pathway levels.</p><p><strong>Results: </strong>We found 720 differentially methylated genes in human OSA, suggesting a regulatory role of DNA methylation in OSA-associated cardiometabolic dysfunction. While the specific differentially methylated genes differed between human OSA and murine IH models, there were notable similarities. In contrast, there was substantial overlap between the human and animal data at the pathway level. Most notably, differential methylation affected oxidative stress, inflammation, lipid metabolism, and PI3-AKT signaling pathways.</p><p><strong>Conclusions: </strong>These findings provide further evidence that epigenetic mechanisms, particularly DNA methylation, mediate the systemic effects of OSA and IH. Our study underscores the need for targeted research to elucidate the causal role of these epigenetic changes and their potential reversibility through therapeutic interventions.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"194"},"PeriodicalIF":4.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12629001/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19DOI: 10.1186/s13148-025-02018-4
Ju Yeon Kim, Su Ji Yang, Jin Woo Kim, Yong Jun Choi, Hyun Jung Lee, Young Ran Kim, Sang Hee Jung, Ji Hyon Jang, Nari Kim, You Jung Han, Ji Hyae Lim, Hyun Mee Ryu
Background: Trisomy 18 (T18, Edwards syndrome) is a lethal chromosomal disorder characterized by multiple congenital anomalies and high perinatal mortality. Although epigenetic alterations have been described in aneuploidy conditions, their causal role in the pathogenesis of T18 remains unclear. This study aimed to characterize genome-wide DNA methylation changes associated with T18 during early development.
Material and methods: Genomic DNA was extracted from chorionic villi of five T18 and five euploid fetuses, as well as from normal maternal blood, at 11-13 weeks of gestation. High-resolution methyl-capture sequencing (MC-seq) was performed to profile DNA methylation at approximately 3.2 million CpG sites. Differentially methylated CpG sites (DMCs) and regions (DMRs) were identified. Functional and disease-association enrichment analyses were conducted using multiple bioinformatics tools.
Results: A global trend of DNA hypermethylation was observed in the chorionic villi of T18 fetuses. A total of 6,510 DMCs were identified, including 4,022 hypermethylated and 2,488 hypomethylated CpG sites. Additionally, 301 DMRs were identified, comprising 233 hypermethylated and 68 hypomethylated regions. Notably, chromosome 18, the disease-causing chromosome, contained the highest number of hypermethylated DMRs. Functional enrichment analysis of the 283 genes, including 301 DMRs, revealed significant involvement in biological processes and disease phenotypes relevant to T18, including nervous system development, anatomical structure morphogenesis, and embryonic morphogenesis (adjusted P < 0.001 for all). Among them, 76 DMRs exhibited completely inverse methylation patterns in maternal blood and were identified as potential epigenetic biomarkers for non-invasive prenatal testing of T18.
Conclusions: To our knowledge, this is the first comprehensive MC-seq-based analysis of T18-specific DNA methylation patterns in first-trimester chorionic villi. These findings suggest that DNA methylation changes may represent downstream consequences of chromosomal imbalance in T18 and provide a foundation for future investigations into its pathophysiology and the development of epigenetic biomarkers for early non-invasive detection.
{"title":"Epigenome-wide profiling of trisomy 18 specific DNA methylation signatures in first-trimester chorionic villi.","authors":"Ju Yeon Kim, Su Ji Yang, Jin Woo Kim, Yong Jun Choi, Hyun Jung Lee, Young Ran Kim, Sang Hee Jung, Ji Hyon Jang, Nari Kim, You Jung Han, Ji Hyae Lim, Hyun Mee Ryu","doi":"10.1186/s13148-025-02018-4","DOIUrl":"10.1186/s13148-025-02018-4","url":null,"abstract":"<p><strong>Background: </strong>Trisomy 18 (T18, Edwards syndrome) is a lethal chromosomal disorder characterized by multiple congenital anomalies and high perinatal mortality. Although epigenetic alterations have been described in aneuploidy conditions, their causal role in the pathogenesis of T18 remains unclear. This study aimed to characterize genome-wide DNA methylation changes associated with T18 during early development.</p><p><strong>Material and methods: </strong>Genomic DNA was extracted from chorionic villi of five T18 and five euploid fetuses, as well as from normal maternal blood, at 11-13 weeks of gestation. High-resolution methyl-capture sequencing (MC-seq) was performed to profile DNA methylation at approximately 3.2 million CpG sites. Differentially methylated CpG sites (DMCs) and regions (DMRs) were identified. Functional and disease-association enrichment analyses were conducted using multiple bioinformatics tools.</p><p><strong>Results: </strong>A global trend of DNA hypermethylation was observed in the chorionic villi of T18 fetuses. A total of 6,510 DMCs were identified, including 4,022 hypermethylated and 2,488 hypomethylated CpG sites. Additionally, 301 DMRs were identified, comprising 233 hypermethylated and 68 hypomethylated regions. Notably, chromosome 18, the disease-causing chromosome, contained the highest number of hypermethylated DMRs. Functional enrichment analysis of the 283 genes, including 301 DMRs, revealed significant involvement in biological processes and disease phenotypes relevant to T18, including nervous system development, anatomical structure morphogenesis, and embryonic morphogenesis (adjusted P < 0.001 for all). Among them, 76 DMRs exhibited completely inverse methylation patterns in maternal blood and were identified as potential epigenetic biomarkers for non-invasive prenatal testing of T18.</p><p><strong>Conclusions: </strong>To our knowledge, this is the first comprehensive MC-seq-based analysis of T18-specific DNA methylation patterns in first-trimester chorionic villi. These findings suggest that DNA methylation changes may represent downstream consequences of chromosomal imbalance in T18 and provide a foundation for future investigations into its pathophysiology and the development of epigenetic biomarkers for early non-invasive detection.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"193"},"PeriodicalIF":4.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12628925/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Post-transplant obliterative bronchiolitis (OB) is a major cause of lung graft dysfunction and failure, with the epithelial-mesenchymal transition (EMT) process playing a pivotal role in driving extracellular matrix (ECM) deposition and fibrosis.
Methods: A mouse heterotopic tracheal allograft model was established to replicate the clinical manifestations of post-transplant OB. Histopathological alterations of tracheal grafts were assessed using Hematoxylin and Eosin (HE) staining. Gene expression was quantified through enzyme-linked immunosorbent assay (ELISA), immunofluorescence (IF), immunohistochemistry (IHC), reverse transcription-quantitative polymerase chain reaction (RT-qPCR), and Western blot assays. Differentially expressed genes (DEGs) in heterotopic tracheal grafts were identified by RNA sequencing (RNA-Seq). Chromatin accessibility was evaluated using assay for transposase-accessible chromatin with sequencing (ATAC-Seq).
Results: Histological analysis revealed progressive luminal occlusion (7-14 days), with significant inflammatory infiltration at day 7 and ECM deposition at day 14. Elevated IL-1β/IL-6 levels and reduced IL-10 confirmed immune activation. High mobility group at-hook 1 (HMGA1) was upregulated in allografts and mediated TGF-β1-driven EMT in vitro. Integration of ATAC-seq and RT-qPCR in pulmonary epithelial cells demonstrated that HMGA1 orchestrates extensive chromatin remodeling during OB pathogenesis. HMGA1 directly enhanced chromatin accessibility at EMT-promoting loci, including specificity protein 1 (SP1), dedicator of cytokinesis 4 (DOCK4), serum response factor (SRF), and anillin (ANLN). Epigenetic reprogramming of these regulatory regions induced TGF-β1-mediated EMT.
Conclusions: HMGA1 promotes EMT in OB by facilitating chromatin accessibility at EMT-associated loci, highlighting its potential as a therapeutic target for post-transplant intervention.
{"title":"HMGA1 drives EMT in obliterative bronchiolitis through epigenetic regulation of chromatin accessibility in pulmonary epithelial cells.","authors":"Tian Xia, Zhaoyao Hou, Sihua Wang, Jingyao Sun, Hui Yang, Peng Miao, Chang Liu, Wantong Zheng, Li Wei","doi":"10.1186/s13148-025-02000-0","DOIUrl":"10.1186/s13148-025-02000-0","url":null,"abstract":"<p><strong>Background: </strong>Post-transplant obliterative bronchiolitis (OB) is a major cause of lung graft dysfunction and failure, with the epithelial-mesenchymal transition (EMT) process playing a pivotal role in driving extracellular matrix (ECM) deposition and fibrosis.</p><p><strong>Methods: </strong>A mouse heterotopic tracheal allograft model was established to replicate the clinical manifestations of post-transplant OB. Histopathological alterations of tracheal grafts were assessed using Hematoxylin and Eosin (HE) staining. Gene expression was quantified through enzyme-linked immunosorbent assay (ELISA), immunofluorescence (IF), immunohistochemistry (IHC), reverse transcription-quantitative polymerase chain reaction (RT-qPCR), and Western blot assays. Differentially expressed genes (DEGs) in heterotopic tracheal grafts were identified by RNA sequencing (RNA-Seq). Chromatin accessibility was evaluated using assay for transposase-accessible chromatin with sequencing (ATAC-Seq).</p><p><strong>Results: </strong>Histological analysis revealed progressive luminal occlusion (7-14 days), with significant inflammatory infiltration at day 7 and ECM deposition at day 14. Elevated IL-1β/IL-6 levels and reduced IL-10 confirmed immune activation. High mobility group at-hook 1 (HMGA1) was upregulated in allografts and mediated TGF-β1-driven EMT in vitro. Integration of ATAC-seq and RT-qPCR in pulmonary epithelial cells demonstrated that HMGA1 orchestrates extensive chromatin remodeling during OB pathogenesis. HMGA1 directly enhanced chromatin accessibility at EMT-promoting loci, including specificity protein 1 (SP1), dedicator of cytokinesis 4 (DOCK4), serum response factor (SRF), and anillin (ANLN). Epigenetic reprogramming of these regulatory regions induced TGF-β1-mediated EMT.</p><p><strong>Conclusions: </strong>HMGA1 promotes EMT in OB by facilitating chromatin accessibility at EMT-associated loci, highlighting its potential as a therapeutic target for post-transplant intervention.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"192"},"PeriodicalIF":4.4,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625754/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Ubiquitin-specific proteases (USPs) play a critical role in the development of various cancers. The study aimed to elucidated the pathogenic molecular mechanisms and analyze its clinical significance in esophageal squamous cell carcinoma (ESCC).
Methods: Pyrosequencing, RT-qPCR and Western blot were used to detect the promoter DNA methylation level and expression of USP44 in ESCC tissues and cell lines, and the significance of USP44/SENP2 in the progression of ESCC was evaluated by in vitro and in vivo experiments. The regulatory mechanism of USP44 on SENP2 was explored by liquid chromatography-mass spectrometry, co-immunoprecipitation (Co-IP) combined with cycloheximide (CHX) tracking assay and ubiquitination analysis. Finally, 182 ESCC tissues were stained with immunohistochemistry (IHC), and the correlation between USP44 and prognosis was evaluated by Kaplan-Meier survival analysis, Cox regression and Nomogram model.
Results: In ESCC tumor tissues and cell lines, USP44 is frequently hypermethylated and downregulated. Overexpression of USP44 significantly inhibits ESCC cell invasion and metastasis both in vitro and in vivo. Mechanistically, USP44 interacts with and stabilizes ubiquitin-like modifier (SUMO)-specific peptidase 2 (SENP2) through deubiquitination, thereby inhibiting the progression of ESCC. Knockdown of SENP2 reduced the inhibitory effect of USP44 on ESCC cell migration and invasion. Clinically, low expression of USP44 indicates poor prognosis and is an independent prognostic factor in ESCC patients, as evidenced by Kaplan-Meier curve and cox regression analysis (HR = 0.345, 95% CI 0.227-0.524, p < 0.001). We established a nomogram model with robust predictive power for the 1-, 3-, and 5-year survival of ESCC patients (AUC = 0.849).
Conclusion: USP44-SENP2 axis is a pivotal factor in the progression of ESCC, and provides potential therapeutic targets for ESCC patients.
背景:泛素特异性蛋白酶(USPs)在各种癌症的发展中起着关键作用。本研究旨在阐明食管鳞状细胞癌(ESCC)发病的分子机制并分析其临床意义。方法:采用焦磷酸测序、RT-qPCR和Western blot检测ESCC组织和细胞系中USP44启动子DNA甲基化水平和表达,并通过体外和体内实验评价USP44/SENP2在ESCC进展中的意义。采用液相色谱-质谱联用、共免疫沉淀(Co-IP)联合环己亚胺(CHX)跟踪试验和泛素化分析等方法探讨USP44对SENP2的调控机制。最后,对182例ESCC组织进行免疫组化(IHC)染色,通过Kaplan-Meier生存分析、Cox回归和Nomogram模型评估USP44与预后的相关性。结果:在ESCC肿瘤组织和细胞系中,USP44经常出现高甲基化和下调。在体外和体内,过表达USP44均能显著抑制ESCC细胞的侵袭和转移。机制上,USP44通过去泛素化作用与泛素样修饰物(SUMO)特异性肽酶2 (SENP2)相互作用并稳定其稳定性,从而抑制ESCC的进展。敲低SENP2降低了USP44对ESCC细胞迁移和侵袭的抑制作用。在临床上,Kaplan-Meier曲线和cox回归分析均证实,USP44低表达预示预后不良,是ESCC患者的独立预后因素(HR = 0.345, 95% CI 0.227-0.524, p)。结论:USP44- senp2轴是ESCC进展的关键因素,为ESCC患者提供了潜在的治疗靶点。
{"title":"Hypermethylated USP44 deubiquitinates SENP2: a critical mechanism in esophageal cancer progression and a new target for intervention.","authors":"Haibo Wu, Xinke Zhang, Zhengyi Zhou, Keming Chen, Jierong Chen, Chao Ma, Jinling Duan, Yingqing Li, Jiewei Chen","doi":"10.1186/s13148-025-01958-1","DOIUrl":"10.1186/s13148-025-01958-1","url":null,"abstract":"<p><strong>Background: </strong>Ubiquitin-specific proteases (USPs) play a critical role in the development of various cancers. The study aimed to elucidated the pathogenic molecular mechanisms and analyze its clinical significance in esophageal squamous cell carcinoma (ESCC).</p><p><strong>Methods: </strong>Pyrosequencing, RT-qPCR and Western blot were used to detect the promoter DNA methylation level and expression of USP44 in ESCC tissues and cell lines, and the significance of USP44/SENP2 in the progression of ESCC was evaluated by in vitro and in vivo experiments. The regulatory mechanism of USP44 on SENP2 was explored by liquid chromatography-mass spectrometry, co-immunoprecipitation (Co-IP) combined with cycloheximide (CHX) tracking assay and ubiquitination analysis. Finally, 182 ESCC tissues were stained with immunohistochemistry (IHC), and the correlation between USP44 and prognosis was evaluated by Kaplan-Meier survival analysis, Cox regression and Nomogram model.</p><p><strong>Results: </strong>In ESCC tumor tissues and cell lines, USP44 is frequently hypermethylated and downregulated. Overexpression of USP44 significantly inhibits ESCC cell invasion and metastasis both in vitro and in vivo. Mechanistically, USP44 interacts with and stabilizes ubiquitin-like modifier (SUMO)-specific peptidase 2 (SENP2) through deubiquitination, thereby inhibiting the progression of ESCC. Knockdown of SENP2 reduced the inhibitory effect of USP44 on ESCC cell migration and invasion. Clinically, low expression of USP44 indicates poor prognosis and is an independent prognostic factor in ESCC patients, as evidenced by Kaplan-Meier curve and cox regression analysis (HR = 0.345, 95% CI 0.227-0.524, p < 0.001). We established a nomogram model with robust predictive power for the 1-, 3-, and 5-year survival of ESCC patients (AUC = 0.849).</p><p><strong>Conclusion: </strong>USP44-SENP2 axis is a pivotal factor in the progression of ESCC, and provides potential therapeutic targets for ESCC patients.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"191"},"PeriodicalIF":4.4,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625498/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145539080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-14DOI: 10.1186/s13148-025-02005-9
Lianjie Peng, Shengzhe Nie, Yihua Sun, Shihan Wang, Yaying Wang, Zhichao Liu
Objective: The epigenetic clock is recognized as a highly accurate predictor of biological aging, but the relationship between epigenetic age acceleration and oral diseases remains poorly understood. This study aimed to investigate the causal associations between epigenetic age acceleration and oral diseases and identify the shared gene expressions.
Methods: A two-phase study design was used: in phase 1, we conducted MR analysis to investigate the association between epigenetic age acceleration and common oral diseases. In phase 2, we conducted transcriptome-wide association studies (TWAS) to identify gene expressions linked to phenotypes with positive outcomes. Subsequently, we performed summary-based MR (SMR) analyses integrating expression quantitative trait loci (eQTL) datasets to ascertain whether these gene expressions could affect the phenotypes. Finally, we performed biological pathway enrichment analysis to investigate the potential mechanisms.
Results: MR analysis revealed significant causal relationships between epigenetic age acceleration and oral diseases. Specifically, GrimAge was associated with an increased risk of periodontitis (OR = 1.160, 95% CI 1.010-1.333, p = 0.036 in FinnGen cohort; OR = 1.120, 95% CI 1.000-1.255, p = 0.049 in GLIDE consortium). PhenoAge showed a significant association with stomatitis (OR = 1.062, 95% CI 1.007-1.120, p = 0.026). Intrinsic epigenetic age acceleration (IEAA) was linked to a higher risk of oral lichen ruber planus (OR = 1.128, 95% CI 1.036-1.230, p = 0.006). Reverse MR analysis identified a bidirectional causal relationship between oral lichen ruber planus and IEAA (OR = 1.127, 95% CI 1.006-1.263, p = 0.039). No significant associations were observed between epigenetic age acceleration and dental caries, recurrent aphthous ulcers, or oral leukoplakia (all p > 0.05). Sensitivity analyses confirmed the robustness of these findings. TWAS and SMR identified eight genes associated with the effect of GrimAge on periodontitis, six genes associated with the effect of PhenoAge on stomatitis, four genes associated with the effect of IEAA on oral lichen ruber planus and seven genes associated with the effect of lichen ruber planus on IEAA.
Conclusions: This study revealed causal relationships between epigenetic age acceleration and common oral diseases, and explored the relevant mechanisms, highlighting the potential novel strategies for prevention.
目的:表观遗传时钟被认为是生物衰老的一个高度准确的预测指标,但表观遗传年龄加速与口腔疾病之间的关系仍然知之甚少。本研究旨在探讨表观遗传年龄加速与口腔疾病之间的因果关系,并确定共同的基因表达。方法:采用两期研究设计:在第一阶段,我们进行MR分析,探讨表观遗传年龄加速与常见口腔疾病之间的关系。在第二阶段,我们进行了转录组全关联研究(TWAS),以确定与阳性结果表型相关的基因表达。随后,我们整合表达数量性状位点(eQTL)数据集进行了基于摘要的MR (SMR)分析,以确定这些基因表达是否会影响表型。最后,我们进行了生物途径富集分析,以探讨潜在的机制。结果:磁共振分析显示表观遗传年龄加速与口腔疾病之间存在显著的因果关系。具体而言,GrimAge与牙周炎风险增加相关(FinnGen队列OR = 1.160, 95% CI 1.010-1.333, p = 0.036; GLIDE队列OR = 1.120, 95% CI 1.000-1.255, p = 0.049)。表型与口腔炎有显著相关性(OR = 1.062, 95% CI 1.007 ~ 1.120, p = 0.026)。内在表观遗传年龄加速(IEAA)与口腔扁平橡胶苔藓的高风险相关(OR = 1.128, 95% CI 1.036-1.230, p = 0.006)。反向磁共振分析发现口腔扁平橡胶苔藓与IEAA之间存在双向因果关系(OR = 1.127, 95% CI 1.006-1.263, p = 0.039)。表观遗传年龄加速与龋齿、复发性口腔溃疡或口腔白斑之间无显著相关性(均p < 0.05)。敏感性分析证实了这些发现的稳健性。TWAS和SMR分别鉴定出8个与GrimAge治疗牙周炎相关的基因、6个与PhenoAge治疗口腔炎相关的基因、4个与IEAA治疗口腔扁平苔藓相关的基因和7个与IEAA治疗口腔扁平苔藓相关的基因。结论:本研究揭示了表观遗传年龄加速与常见口腔疾病之间的因果关系,并探讨了相关机制,突出了潜在的新预防策略。
{"title":"Unraveling the causal association of epigenetic age acceleration with common oral diseases and its underlying mechanisms: findings from Mendelian randomization and integrative genetic analysis.","authors":"Lianjie Peng, Shengzhe Nie, Yihua Sun, Shihan Wang, Yaying Wang, Zhichao Liu","doi":"10.1186/s13148-025-02005-9","DOIUrl":"10.1186/s13148-025-02005-9","url":null,"abstract":"<p><strong>Objective: </strong>The epigenetic clock is recognized as a highly accurate predictor of biological aging, but the relationship between epigenetic age acceleration and oral diseases remains poorly understood. This study aimed to investigate the causal associations between epigenetic age acceleration and oral diseases and identify the shared gene expressions.</p><p><strong>Methods: </strong>A two-phase study design was used: in phase 1, we conducted MR analysis to investigate the association between epigenetic age acceleration and common oral diseases. In phase 2, we conducted transcriptome-wide association studies (TWAS) to identify gene expressions linked to phenotypes with positive outcomes. Subsequently, we performed summary-based MR (SMR) analyses integrating expression quantitative trait loci (eQTL) datasets to ascertain whether these gene expressions could affect the phenotypes. Finally, we performed biological pathway enrichment analysis to investigate the potential mechanisms.</p><p><strong>Results: </strong>MR analysis revealed significant causal relationships between epigenetic age acceleration and oral diseases. Specifically, GrimAge was associated with an increased risk of periodontitis (OR = 1.160, 95% CI 1.010-1.333, p = 0.036 in FinnGen cohort; OR = 1.120, 95% CI 1.000-1.255, p = 0.049 in GLIDE consortium). PhenoAge showed a significant association with stomatitis (OR = 1.062, 95% CI 1.007-1.120, p = 0.026). Intrinsic epigenetic age acceleration (IEAA) was linked to a higher risk of oral lichen ruber planus (OR = 1.128, 95% CI 1.036-1.230, p = 0.006). Reverse MR analysis identified a bidirectional causal relationship between oral lichen ruber planus and IEAA (OR = 1.127, 95% CI 1.006-1.263, p = 0.039). No significant associations were observed between epigenetic age acceleration and dental caries, recurrent aphthous ulcers, or oral leukoplakia (all p > 0.05). Sensitivity analyses confirmed the robustness of these findings. TWAS and SMR identified eight genes associated with the effect of GrimAge on periodontitis, six genes associated with the effect of PhenoAge on stomatitis, four genes associated with the effect of IEAA on oral lichen ruber planus and seven genes associated with the effect of lichen ruber planus on IEAA.</p><p><strong>Conclusions: </strong>This study revealed causal relationships between epigenetic age acceleration and common oral diseases, and explored the relevant mechanisms, highlighting the potential novel strategies for prevention.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"189"},"PeriodicalIF":4.4,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12619391/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145523042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-14DOI: 10.1186/s13148-025-02003-x
Lan Wang, Xuan Meng, Yiping Sun, Siling Ren, Yi Lan, Liangdan Tang
Objective: To investigate the expression profile, clinical significance, and underlying molecular mechanisms of C1orf112 in endometrial cancer (EC).
Methods: We performed bioinformatics analyses using data from The Cancer Genome Atlas to evaluate C1orf112 expression and its association with clinicopathological parameters in EC. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses, as well as protein-protein interaction network analysis, were conducted to explore the functional roles and regulatory pathways of C1orf112. A multi-omics integrative approach was used to elucidate the regulatory mechanisms underlying C1orf112 expression. Furthermore, we constructed and validated a prognostic scoring model incorporating C1orf112 expression.
Results: C1orf112 was found to be significantly highexpressed in EC tissues and its expression was closely associated with clinical stage, histological grade, and patient prognosis. Functional enrichment analyses indicated that C1orf112 and its co-expressed genes are primarily involved in cell cycle regulation, DNA replication, and the p53 signaling pathway. Notably, our bioinformatics predictions suggest that C1orf112 may be subject to bidirectional regulation by RNA-binding proteins, including LIN28B and SRRM4, potentially establishing a regulatory balance between oncogenic and tumor-suppressive pathways. Multi-omics analysis demonstrated that C1orf112 expression is co-regulated by genetic alterations and epigenetic modifications, with promoter DNA methylation levels showing a strong inverse correlation with transcriptional activity. However, further molecular and phenotypic validation is required to confirm these interactions. The prognostic scoring model incorporating C1orf112 expression exhibited robust predictive performance.
Conclusion: Our findings highlight the potential clinical utility of C1orf112 as a diagnostic and prognostic biomarker in EC, and provide new insights into its regulatory molecular network. This study proposes a conceptual framework for understanding EC pathogenesis and guiding the development of targeted therapies. Nonetheless, further prospective clinical studies and mechanistic investigations are warranted to validate these findings.
目的:探讨C1orf112在子宫内膜癌(EC)中的表达谱、临床意义及可能的分子机制。方法:我们利用癌症基因组图谱的数据进行生物信息学分析,评估EC中C1orf112的表达及其与临床病理参数的关系。通过基因本体(Gene Ontology)和京都基因与基因组百科全书(Kyoto Encyclopedia of Genes and Genomes)富集分析,以及蛋白-蛋白互作网络(protein-protein interaction network)分析,探索C1orf112的功能作用和调控途径。采用多组学综合方法阐明了C1orf112表达的调控机制。此外,我们构建并验证了包含C1orf112表达的预后评分模型。结果:C1orf112在EC组织中显著高表达,其表达与临床分期、组织学分级及患者预后密切相关。功能富集分析表明,C1orf112及其共表达基因主要参与细胞周期调控、DNA复制和p53信号通路。值得注意的是,我们的生物信息学预测表明,C1orf112可能受到rna结合蛋白(包括LIN28B和SRRM4)的双向调控,可能在致癌途径和肿瘤抑制途径之间建立调控平衡。多组学分析表明,C1orf112的表达受遗传改变和表观遗传修饰的共同调控,启动子DNA甲基化水平与转录活性呈强烈的负相关。然而,需要进一步的分子和表型验证来证实这些相互作用。纳入C1orf112表达的预后评分模型表现出稳健的预测性能。结论:我们的研究结果突出了C1orf112作为EC诊断和预后生物标志物的潜在临床应用价值,并为其调控分子网络提供了新的见解。本研究提出了一个理解EC发病机制和指导靶向治疗发展的概念框架。尽管如此,需要进一步的前瞻性临床研究和机制研究来验证这些发现。
{"title":"Molecular mechanisms by which C1orf112 promotes endometrial cancer progression and the development and validation of a clinical scoring model.","authors":"Lan Wang, Xuan Meng, Yiping Sun, Siling Ren, Yi Lan, Liangdan Tang","doi":"10.1186/s13148-025-02003-x","DOIUrl":"10.1186/s13148-025-02003-x","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the expression profile, clinical significance, and underlying molecular mechanisms of C1orf112 in endometrial cancer (EC).</p><p><strong>Methods: </strong>We performed bioinformatics analyses using data from The Cancer Genome Atlas to evaluate C1orf112 expression and its association with clinicopathological parameters in EC. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses, as well as protein-protein interaction network analysis, were conducted to explore the functional roles and regulatory pathways of C1orf112. A multi-omics integrative approach was used to elucidate the regulatory mechanisms underlying C1orf112 expression. Furthermore, we constructed and validated a prognostic scoring model incorporating C1orf112 expression.</p><p><strong>Results: </strong>C1orf112 was found to be significantly highexpressed in EC tissues and its expression was closely associated with clinical stage, histological grade, and patient prognosis. Functional enrichment analyses indicated that C1orf112 and its co-expressed genes are primarily involved in cell cycle regulation, DNA replication, and the p53 signaling pathway. Notably, our bioinformatics predictions suggest that C1orf112 may be subject to bidirectional regulation by RNA-binding proteins, including LIN28B and SRRM4, potentially establishing a regulatory balance between oncogenic and tumor-suppressive pathways. Multi-omics analysis demonstrated that C1orf112 expression is co-regulated by genetic alterations and epigenetic modifications, with promoter DNA methylation levels showing a strong inverse correlation with transcriptional activity. However, further molecular and phenotypic validation is required to confirm these interactions. The prognostic scoring model incorporating C1orf112 expression exhibited robust predictive performance.</p><p><strong>Conclusion: </strong>Our findings highlight the potential clinical utility of C1orf112 as a diagnostic and prognostic biomarker in EC, and provide new insights into its regulatory molecular network. This study proposes a conceptual framework for understanding EC pathogenesis and guiding the development of targeted therapies. Nonetheless, further prospective clinical studies and mechanistic investigations are warranted to validate these findings.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"188"},"PeriodicalIF":4.4,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12619259/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145523024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-14DOI: 10.1186/s13148-025-02007-7
Alessandro Gialluisi, Alfonsina Tirozzi, Simona Costanzo, Danilo Licastro, Augusto Di Castelnuovo, Miriam Shasa Quiccione, Stefania Falciglia, Margherita Degasperi, Teresa Panzera, Sara Magnacca, Mariarosaria Persichillo, Fabrizia Noro, Chiara Cerletti, Maria Benedetta Donati, Giovanni de Gaetano, Licia Iacoviello
Background: Polypharmacy, defined as taking ≥ 5 different daily medications, is common in older adults and has been linked with neuropsychiatric/neurological and other health conditions. To clarify the potential molecular implications, we tested the hypothesis that polypharmacy may influence DNA methylation (DNAm) patterns in aging, in a longitudinal Italian cohort (N = 1,098; mean (SD) age at recruitment: 58.8 (5.6) years, 51.3% women; median (IQR) follow-up 12.6 (1.1) years).
Results: We tested associations of polypharmacy with several DNAm aging clocks (Hannum, Horvath, GrimAge, DNAmPhenoAge, DunedinPACE), through linear mixed models incrementally adjusted for age, sex, education, prevalent health conditions and lifestyles, leukocyte counts and residual batch effects. This revealed significant positive associations of GrimAge acceleration and DunedinPACE with the switch to polypharmacy status during follow-up (Beta (SE): 0.024 (0.008) and0.0012 (0.0004)). While the association of GrimAge was driven by a DNAm-based surrogate of tissue inhibitor metalloproteinase 1 (TIMP-1), no significant association was detected for component CpGs of DunedinPACE. When we tested associations of polypharmacy with 668,413 CpGs epigenome-wide, we observed no statistically significant findings (top hit: cg07675998; chr11q13.1; Beta (SE) = 0.009 (0.002); p = 1.5 × 10-6). However, these showed significant enrichments of several biological functions and pathways related to renal tissue, lipoproteins, inflammatory and immune response.
Conclusions: These findings suggest an influence of polypharmacy on accelerated epigenetic aging and on altered methylation patterns in the genome, suggesting a potential implication of pathways related to renal tissue development, lipoproteins and cholesterol homeostasis, inflammatory and immune response, in line with previous proteomic analyses of polypharmacy mouse models. These observations also suggest potential targets for mitigating disruptive effects of polypharmacy on elderly health.
{"title":"Does polypharmacy affect epigenetic aging in older people? Evidence from a longitudinal epigenome-wide methylation study.","authors":"Alessandro Gialluisi, Alfonsina Tirozzi, Simona Costanzo, Danilo Licastro, Augusto Di Castelnuovo, Miriam Shasa Quiccione, Stefania Falciglia, Margherita Degasperi, Teresa Panzera, Sara Magnacca, Mariarosaria Persichillo, Fabrizia Noro, Chiara Cerletti, Maria Benedetta Donati, Giovanni de Gaetano, Licia Iacoviello","doi":"10.1186/s13148-025-02007-7","DOIUrl":"10.1186/s13148-025-02007-7","url":null,"abstract":"<p><strong>Background: </strong>Polypharmacy, defined as taking ≥ 5 different daily medications, is common in older adults and has been linked with neuropsychiatric/neurological and other health conditions. To clarify the potential molecular implications, we tested the hypothesis that polypharmacy may influence DNA methylation (DNAm) patterns in aging, in a longitudinal Italian cohort (N = 1,098; mean (SD) age at recruitment: 58.8 (5.6) years, 51.3% women; median (IQR) follow-up 12.6 (1.1) years).</p><p><strong>Results: </strong>We tested associations of polypharmacy with several DNAm aging clocks (Hannum, Horvath, GrimAge, DNAmPhenoAge, DunedinPACE), through linear mixed models incrementally adjusted for age, sex, education, prevalent health conditions and lifestyles, leukocyte counts and residual batch effects. This revealed significant positive associations of GrimAge acceleration and DunedinPACE with the switch to polypharmacy status during follow-up (Beta (SE): 0.024 (0.008) and0.0012 (0.0004)). While the association of GrimAge was driven by a DNAm-based surrogate of tissue inhibitor metalloproteinase 1 (TIMP-1), no significant association was detected for component CpGs of DunedinPACE. When we tested associations of polypharmacy with 668,413 CpGs epigenome-wide, we observed no statistically significant findings (top hit: cg07675998; chr11q13.1; Beta (SE) = 0.009 (0.002); p = 1.5 × 10<sup>-6</sup>). However, these showed significant enrichments of several biological functions and pathways related to renal tissue, lipoproteins, inflammatory and immune response.</p><p><strong>Conclusions: </strong>These findings suggest an influence of polypharmacy on accelerated epigenetic aging and on altered methylation patterns in the genome, suggesting a potential implication of pathways related to renal tissue development, lipoproteins and cholesterol homeostasis, inflammatory and immune response, in line with previous proteomic analyses of polypharmacy mouse models. These observations also suggest potential targets for mitigating disruptive effects of polypharmacy on elderly health.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"190"},"PeriodicalIF":4.4,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12619211/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145523104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1186/s13148-025-01996-9
Jiaqi Bo, Zhenyao Lei, Suxia Zhang, Miaoxia He, Xinxin Huang, Bin She, Xiaosha Ren, Jie Li, Shunli Wang, Weiwei Rui, Yu Zeng, Xianghua Yi
Background: DNA methylation profiling has emerged as a promising tool for improving pathological diagnosis. This study investigates the diagnostic efficacy and subgroup heterogeneity of SHOX2, RASSF1A, Septin9, and HOXA9 methylation in pleural effusion lymphoma, aiming to enhance diagnostic accuracy and identify high-risk molecular subgroups.
Methods: A cohort of 109 patients (73 lymphoma, 36 benign pleural effusions) was analyzed using quantitative methylation-specific PCR for the four biomarkers. Receiver operating characteristic (ROC) curves were constructed to determine optimal cutoff values for each marker, and their diagnostic performance was evaluated in different lymphoma subgroups.
Results: The cycle threshold values for the internal control β-actin predominantly ranged from 18 to 23, suggesting consistent DNA input for methylation analysis. ROC curve revealed that the area under the curve (AUC) values were 0.871 (SHOX2), 0.779 (HOXA9), 0.611 (Septin9), and 0.548 (RASSF1A). When combined, the four markers achieved an AUC of 0.896, with an overall diagnostic sensitivity of 83.6% and a specificity of 94.4%. SHOX2 and HOXA9 demonstrated higher sensitivity within diffuse large B-cell lymphoma (DLBCL) subgroups, with SHOX2 achieving 100% sensitivity in the non-GCB subgroup and HOXA9 achieving 90.9% sensitivity in the GCB subgroup. Septin9 methylation was significantly associated with the presence of B symptoms (P = 0.041). Importantly, RASSF1A methylation was more strongly associated with TP53 deletion rather than with Bcl-2/IGH, Bcl-6, or c-MYC rearrangements.
Conclusion: Integrating methylation markers SHOX2, HOXA9, Septin9, and RASSF1A exhibits significant diagnostic potential in pleural effusion lymphoma, especially within DLBCL subgroups. These markers could prove valuable in identifying high-risk subgroups and guiding clinical decision-making.
{"title":"Diagnostic efficacy and subgroup heterogeneity of SHOX2, RASSF1A, Septin9, and HOXA9 methylation in pleural effusion lymphoma.","authors":"Jiaqi Bo, Zhenyao Lei, Suxia Zhang, Miaoxia He, Xinxin Huang, Bin She, Xiaosha Ren, Jie Li, Shunli Wang, Weiwei Rui, Yu Zeng, Xianghua Yi","doi":"10.1186/s13148-025-01996-9","DOIUrl":"10.1186/s13148-025-01996-9","url":null,"abstract":"<p><strong>Background: </strong>DNA methylation profiling has emerged as a promising tool for improving pathological diagnosis. This study investigates the diagnostic efficacy and subgroup heterogeneity of SHOX2, RASSF1A, Septin9, and HOXA9 methylation in pleural effusion lymphoma, aiming to enhance diagnostic accuracy and identify high-risk molecular subgroups.</p><p><strong>Methods: </strong>A cohort of 109 patients (73 lymphoma, 36 benign pleural effusions) was analyzed using quantitative methylation-specific PCR for the four biomarkers. Receiver operating characteristic (ROC) curves were constructed to determine optimal cutoff values for each marker, and their diagnostic performance was evaluated in different lymphoma subgroups.</p><p><strong>Results: </strong>The cycle threshold values for the internal control β-actin predominantly ranged from 18 to 23, suggesting consistent DNA input for methylation analysis. ROC curve revealed that the area under the curve (AUC) values were 0.871 (SHOX2), 0.779 (HOXA9), 0.611 (Septin9), and 0.548 (RASSF1A). When combined, the four markers achieved an AUC of 0.896, with an overall diagnostic sensitivity of 83.6% and a specificity of 94.4%. SHOX2 and HOXA9 demonstrated higher sensitivity within diffuse large B-cell lymphoma (DLBCL) subgroups, with SHOX2 achieving 100% sensitivity in the non-GCB subgroup and HOXA9 achieving 90.9% sensitivity in the GCB subgroup. Septin9 methylation was significantly associated with the presence of B symptoms (P = 0.041). Importantly, RASSF1A methylation was more strongly associated with TP53 deletion rather than with Bcl-2/IGH, Bcl-6, or c-MYC rearrangements.</p><p><strong>Conclusion: </strong>Integrating methylation markers SHOX2, HOXA9, Septin9, and RASSF1A exhibits significant diagnostic potential in pleural effusion lymphoma, especially within DLBCL subgroups. These markers could prove valuable in identifying high-risk subgroups and guiding clinical decision-making.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"17 1","pages":"187"},"PeriodicalIF":4.4,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12613668/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145502508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}