1
|
Xie Q, Du Y, Ghosh S, Rajendran S, Cohen-Gadol AA, Baizabal JM, Nephew KP, Han L, Shen J. Multi-omics analysis identifies glioblastoma dependency on H3K9me3 methyltransferase activity. NPJ Precis Oncol 2025; 9:78. [PMID: 40113969 PMCID: PMC11926169 DOI: 10.1038/s41698-025-00829-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 02/01/2025] [Indexed: 03/22/2025] Open
Abstract
Histone H3 lysine 9 dimethylation and trimethylation (H3K9me2/3) are prevalent in human genomes, especially in heterochromatin and specific euchromatic genes. Methylation of H3K9 is modulated by enzymes such as SUV39H1, SUV39H2, SETDB1, SETDB2, and EHMT1/2, which influence cancer progression. This study reveals differential expression of these six H3K9 methyltransferases in tumors, with SUV39H1, SUV39H2, and SETDB1 showing significant links to cancer phenotypes. We developed the "H3K9me3 MtSig" (H3K9me3 methyltransferases signature) based on these findings. H3K9me3 MtSig is unique to various tumors, with prognostic significance and associations with key signaling pathways, especially in glioblastoma (GBM). Elevated H3K9me3 MtSig was observed in GBM samples, correlating with the G2/M cell cycle and reduced immune responses. H3K9me3-mediated repetitive sequence silencing by H3K9me3 MtSig contributed to these phenotypes, and inhibiting H3K9me3 MtSig in patient-derived GBM cells suppressed proliferation and increased immune responses. H3K9me3 MtSig serves as an independent prognostic factor and potential therapeutic target.
Collapse
Affiliation(s)
- Qiqi Xie
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA
| | - Yuanning Du
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA
| | - Sugata Ghosh
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA
- Cell, Molecular and Cancer Biology Graduate Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA
| | - Saranya Rajendran
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA
| | - Aaron A Cohen-Gadol
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | | | - Kenneth P Nephew
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, 46202, USA
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Leng Han
- Brown Center for Immunotherapy, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
| | - Jia Shen
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, 47405, USA.
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, 46202, USA.
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
| |
Collapse
|
2
|
Wang R, Dong X, Zhang X, Liao J, Cui W, Li W. Exploring viral mimicry combined with epigenetics and tumor immunity: new perspectives in cancer therapy. Int J Biol Sci 2025; 21:958-973. [PMID: 39897033 PMCID: PMC11781167 DOI: 10.7150/ijbs.103877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 12/20/2024] [Indexed: 02/04/2025] Open
Abstract
Viral mimicry refers to an active antiviral response triggered by the activation of endogenous retroviruses (ERVs), usually manifested by the formation of double-stranded RNA (dsRNA) and activation of the cellular interferon response, which activates the immune system and produces anti-tumor effects. Epigenetic studies have shown that epigenetic modifications (e.g. DNA methylation, histone modifications, etc.) play a crucial role in tumorigenesis, progression, and treatment resistance. Particularly, alterations in DNA methylation may be closely associated with the suppression of ERVs expression, and treatment by demethylation may restore ERVs activity and thus strengthen the tumor immune response. Therefore, we propose that viral mimicry can induce immune responses in the tumor microenvironment by activating the expression of ERVs, and that epigenetic alterations may play a key regulatory role in this process. In this paper, we review the intersection of viral mimicry, epigenetics and tumor immunotherapy, and explore the possible interactions and synergistic effects among the three, aiming to provide a new theoretical basis and potential strategies for cancer immunotherapy.
Collapse
Affiliation(s)
- Ruirui Wang
- Department of Radiology, The Third Xiangya Hospital of Central South University. Tongzipo Road 138, Changsha, Hunan, People's Republic of China
| | - Xin Dong
- Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiongjian Zhang
- Department of Radiology, The Third Xiangya Hospital of Central South University. Tongzipo Road 138, Changsha, Hunan, People's Republic of China
| | - Jinzhuang Liao
- Department of Radiology, The Third Xiangya Hospital of Central South University. Tongzipo Road 138, Changsha, Hunan, People's Republic of China
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Cui
- Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Li
- Department of Radiology, The Third Xiangya Hospital of Central South University. Tongzipo Road 138, Changsha, Hunan, People's Republic of China
| |
Collapse
|
3
|
Sun Y, Wang C, Wen L, Ling Z, Xia J, Cheng B, Peng J. Quercetin ameliorates senescence and promotes osteogenesis of BMSCs by suppressing the repetitive element‑triggered RNA sensing pathway. Int J Mol Med 2025; 55:4. [PMID: 39450556 PMCID: PMC11537266 DOI: 10.3892/ijmm.2024.5445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 10/08/2024] [Indexed: 10/26/2024] Open
Abstract
Cell senescence impedes the self‑renewal and osteogenic capacity of bone marrow mesenchymal stem cells (BMSCs), thus limiting their application in tissue regeneration. The present study aimed to elucidate the role and mechanism of repetitive element (RE) activation in BMSC senescence and osteogenesis, as well as the intervention effect of quercetin. In an H2O2‑induced BMSC senescence model, quercetin treatment alleviated senescence as shown by a decrease in senescence‑associated β‑galactosidase (SA‑β‑gal)‑positive cell ratio, increased colony formation ability and decreased mRNA expression of p21 and senescence‑associated secretory phenotype genes. DNA damage response marker γ‑H2AX increased in senescent BMSCs, while expression of epigenetic markers methylation histone H3 Lys9, heterochromatin protein 1α and heterochromatin‑related nuclear membrane protein lamina‑associated polypeptide 2 decreased. Quercetin rescued these alterations, indicating its ability to ameliorate senescence by stabilizing heterochromatin structure where REs are primarily suppressed. Transcriptional activation of REs accompanied by accumulation of cytoplasmic double‑stranded (ds)RNA, as well as triggering of the RNA sensor retinoic acid‑inducible gene I (RIG‑I) receptor pathway in H2O2‑induced senescent BMSCs were shown. Similarly, quercetin treatment inhibited these responses. Additionally, RIG‑I knockdown led to a decreased number of SA‑β‑gal‑positive cells, confirming its functional impact on senescence. Induction of senescence or administration of dsRNA analogue significantly hindered the osteogenic capacity of BMSCs, while quercetin treatment or RIG‑I knockdown reversed the decline in osteogenic function. The findings of the current study demonstrated that quercetin inhibited the activation of REs and the RIG‑I RNA sensing pathway via epigenetic regulation, thereby alleviating the senescence of BMSCs and promoting osteogenesis.
Collapse
Affiliation(s)
- Yutong Sun
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| | - Chunyang Wang
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| | - Liling Wen
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| | - Zihang Ling
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| | - Juan Xia
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| | - Bin Cheng
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| | - Jianmin Peng
- Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong 510060, P.R. China
- Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong 510060, P.R. China
| |
Collapse
|
4
|
Oleksiewicz U, Kuciak M, Jaworska A, Adamczak D, Bisok A, Mierzejewska J, Sadowska J, Czerwinska P, Mackiewicz AA. The Roles of H3K9me3 Writers, Readers, and Erasers in Cancer Immunotherapy. Int J Mol Sci 2024; 25:11466. [PMID: 39519018 PMCID: PMC11546771 DOI: 10.3390/ijms252111466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 10/19/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
The interplay between cancer and the immune system has captivated researchers for a long time. Recent developments in cancer immunotherapy have substantiated this interest with a significant benefit to cancer patients. Tumor and immune cells are regulated via a wide range of molecular mechanisms involving intricate transcriptional and epigenetic networks. Epigenetic processes influence chromatin structure and accessibility, thus governing gene expression, replication, and DNA damage repair. However, aberrations within epigenetic signatures are frequently observed in cancer. One of the key epigenetic marks is the trimethylation of histone 3 at lysine 9 (H3K9me3), confined mainly within constitutive heterochromatin to suppress DNA accessibility. It is deposited at repetitive elements, centromeric and telomeric loci, as well as at the promoters of various genes. Dysregulated H3K9me3 deposition disrupts multiple pathways, including immune signaling. Consequently, altered H3K9me3 dynamics may modify the efficacy of immunotherapy. Indeed, growing evidence highlights the pivotal roles of various proteins mediating H3K9me3 deposition (SETDB1/2, SUV39H1/2), erasure (KDM3, KDM4 families, KDM7B, LSD1) and interpretation (HP1 proteins, KAP1, CHD4, CDYL, UHRF1) in modulating immunotherapy effectiveness. Here, we review the existing literature to synthesize the available information on the influence of these H3K9me3 writers, erasers, and readers on the response to immunotherapy.
Collapse
Affiliation(s)
- Urszula Oleksiewicz
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Center, 61-866 Poznan, Poland
| | - Monika Kuciak
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Center, 61-866 Poznan, Poland
| | - Anna Jaworska
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Center, 61-866 Poznan, Poland
- Doctoral School, Poznan University of Medical Sciences, 60-812 Poznan, Poland
| | - Dominika Adamczak
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
| | - Anna Bisok
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
- Faculty of Physics, Adam Mickiewicz University, 61-614 Poznan, Poland
| | - Julia Mierzejewska
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
| | - Justyna Sadowska
- Department of Health Sciences, The Jacob of Paradies University, 66-400 Gorzow Wielkopolski, Poland
| | - Patrycja Czerwinska
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Center, 61-866 Poznan, Poland
| | - Andrzej A. Mackiewicz
- Department of Cancer Immunology, Chair of Medical Biotechnology, Poznan University of Medical Sciences, 60-806 Poznan, Poland
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Center, 61-866 Poznan, Poland
| |
Collapse
|
5
|
Evans TA, Feltrin AS, Benjamin KJ, Katipalli T, Hyde T, Kleinman JE, Weinberger DR, Paquola AC, Erwin JA. Lifespan analysis of repeat expression reveals age-dependent upregulation of HERV-K in the neurotypical human brain. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.17.24307184. [PMID: 38798538 PMCID: PMC11118647 DOI: 10.1101/2024.05.17.24307184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
DNA repetitive sequences (or repeats) comprise over 50% of the human genome and have a crucial regulatory role, specifically regulating transcription machinery. The human brain is the tissue with the highest detectable repeat expression and dysregulations on the repeat activity are related to several neurological and neurodegenerative disorders, as repeat-derived products can stimulate a pro-inflammatory response. Even so, it is unclear how repeat expression acts on the aging neurotypical brain. Here, we leverage a large postmortem transcriptome cohort spanning the human lifespan to assess global repeat expression in the neurotypical brain. We identified 21,696 differentially expressed repeats (DERs) that varied across seven age bins (Prenatal; 0-15; 16-29; 30-39; 40-49; 50-59; 60+) across the caudate nucleus (n=271), dorsolateral prefrontal cortex (n=304), and hippocampus (n=310). Interestingly, we found that long interspersed nuclear elements and long terminal repeats (LTRs) DERs were the most abundant repeat families when comparing infants to early adolescence (0-15) with older adults (60+). Of these differentially regulated LTRs, we identified 17 shared across all brain regions, including increased expression of HERV-K-int in older adult brains (60+). Co-expression analysis from each of the three brain regions also showed repeats from the HERV subfamily were intramodular hubs in its subnetworks. While we do not observe a strong global relationship between repeat expression and age, we identified HERV-K as a repeat signature associated with the aging neurotypical brain. Our study is the first global assessment of repeat expression in the neurotypical brain.
Collapse
|
6
|
Paull TT, Woolley PR. A-T neurodegeneration and DNA damage-induced transcriptional stress. DNA Repair (Amst) 2024; 135:103647. [PMID: 38377644 PMCID: PMC11707827 DOI: 10.1016/j.dnarep.2024.103647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 02/08/2024] [Indexed: 02/22/2024]
Abstract
Loss of the ATM protein kinase in humans results in Ataxia-telangiectasia, a disorder characterized by childhood-onset neurodegeneration of the cerebellum as well as cancer predisposition and immunodeficiency. Although many aspects of ATM function are well-understood, the mechanistic basis of the progressive cerebellar ataxia that occurs in patients is not. Here we review recent progress related to the role of ATM in neurons and the cerebellum that comes from many sources: animal models, post-mortem brain tissue samples, and human neurons in culture. These observations have revealed new insights into the consequences of ATM loss on DNA damage, gene expression, and immune signaling in the brain. Many results point to the importance of reactive oxygen species as well as single-strand DNA breaks in the progression of molecular events leading to neuronal dysfunction. In addition, innate immunity signaling pathways appear to play a critical role in ATM functions in microglia, responding to various forms of nucleic acid sensors and regulating survival of neurons and other cell types. Overall, the results lead to an updated view of transcriptional stress and DNA damage resulting from ATM loss that results in changes in gene expression as well as neuroinflammation that contribute to the cerebellar neurodegeneration observed in patients.
Collapse
Affiliation(s)
- Tanya T Paull
- The University of Texas at Austin, Department of Molecular Biosciences, Austin, TX 78712, USA.
| | - Phillip R Woolley
- The University of Texas at Austin, Department of Molecular Biosciences, Austin, TX 78712, USA
| |
Collapse
|
7
|
Cicchinelli S, Pignataro G, Gemma S, Piccioni A, Picozzi D, Ojetti V, Franceschi F, Candelli M. PAMPs and DAMPs in Sepsis: A Review of Their Molecular Features and Potential Clinical Implications. Int J Mol Sci 2024; 25:962. [PMID: 38256033 PMCID: PMC10815927 DOI: 10.3390/ijms25020962] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 12/31/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
Sepsis is a serious organ dysfunction caused by a dysregulated immune host reaction to a pathogen. The innate immunity is programmed to react immediately to conserved molecules, released by the pathogens (PAMPs), and the host (DAMPs). We aimed to review the molecular mechanisms of the early phases of sepsis, focusing on PAMPs, DAMPs, and their related pathways, to identify potential biomarkers. We included studies published in English and searched on PubMed® and Cochrane®. After a detailed discussion on the actual knowledge of PAMPs/DAMPs, we analyzed their role in the different organs affected by sepsis, trying to elucidate the molecular basis of some of the most-used prognostic scores for sepsis. Furthermore, we described a chronological trend for the release of PAMPs/DAMPs that may be useful to identify different subsets of septic patients, who may benefit from targeted therapies. These findings are preliminary since these pathways seem to be strongly influenced by the peculiar characteristics of different pathogens and host features. Due to these reasons, while initial findings are promising, additional studies are necessary to clarify the potential involvement of these molecular patterns in the natural evolution of sepsis and to facilitate their transition into the clinical setting.
Collapse
Affiliation(s)
- Sara Cicchinelli
- Department of Emergency, S.S. Filippo e Nicola Hospital, 67051 Avezzano, Italy;
| | - Giulia Pignataro
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| | - Stefania Gemma
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| | - Andrea Piccioni
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| | - Domitilla Picozzi
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| | - Veronica Ojetti
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| | - Francesco Franceschi
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| | - Marcello Candelli
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario Agostino Gemelli—IRRCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (G.P.); (S.G.); (A.P.); (D.P.); (V.O.); (F.F.)
| |
Collapse
|
8
|
Tournier B, Aucagne R, Truntzer C, Fournier C, Ghiringhelli F, Chapusot C, Martin L, Bouvier AM, Manfredi S, Jooste V, Callanan MB, Lepage C. Integrative Clinical and DNA Methylation Analyses in a Population-Based Cohort Identifies CDH17 and LRP2 as Risk Recurrence Factors in Stage II Colon Cancer. Cancers (Basel) 2022; 15:cancers15010158. [PMID: 36612154 PMCID: PMC9817957 DOI: 10.3390/cancers15010158] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 12/20/2022] [Indexed: 12/29/2022] Open
Abstract
Stage II colon cancer (CC), although diagnosed early, accounts for 16% of CC deaths. Predictors of recurrence risk could mitigate this but are currently lacking. By using a DNA methylation-based clinical screening in real-world (n = 383) and in TCGA-derived cohorts of stage II CC (n = 134), we have devised a novel 40 CpG site-based classifier that can segregate stage II CC into four previously undescribed disease sub-classes that are characterised by distinct molecular features, including activation of MYC/E2F-dependant proliferation signatures. By multivariate analyses, hypermethylation of 2 CpG sites at genes CDH17 and LRP2, respectively, was found to independently confer either significantly increased (CDH17; p-value, 0.0203) or reduced (LRP2; p-value, 0.0047) risk of CC recurrence. Functional enrichment and immune cell infiltration analyses, on RNAseq data from the TCGA cohort, revealed cases with hypermethylation at CDH17 to be enriched for KRAS, epithelial-mesenchymal transition and inflammatory functions (via IL2/STAT5), associated with infiltration by 'exhausted' T cells. By contrast, LRP2 hypermethylated cases showed enrichment for mTORC1, DNA repair pathways and activated B cell signatures. These findings will be of value for improving personalised care paths and treatment in stage II CC patients.
Collapse
Affiliation(s)
- Benjamin Tournier
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Department of Pathology, Dijon University Hospital, 21000 Dijon, France
| | - Romain Aucagne
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology (IGEO) and CRIGEN (Crispr Functional Genomics), Dijon University Hospital, 21000 Dijon, France
- Genetics and Immunology Medical Institute (GIMI), 21000 Dijon, France
| | - Caroline Truntzer
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology (IGEO) and CRIGEN (Crispr Functional Genomics), Dijon University Hospital, 21000 Dijon, France
- Centre Georges-François Leclerc (CGFL), 21000 Dijon, France
| | - Cyril Fournier
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology (IGEO) and CRIGEN (Crispr Functional Genomics), Dijon University Hospital, 21000 Dijon, France
- Genetics and Immunology Medical Institute (GIMI), 21000 Dijon, France
| | - François Ghiringhelli
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology (IGEO) and CRIGEN (Crispr Functional Genomics), Dijon University Hospital, 21000 Dijon, France
- Genetics and Immunology Medical Institute (GIMI), 21000 Dijon, France
- Centre Georges-François Leclerc (CGFL), 21000 Dijon, France
| | - Caroline Chapusot
- Department of Pathology, Dijon University Hospital, 21000 Dijon, France
| | - Laurent Martin
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Department of Pathology, Dijon University Hospital, 21000 Dijon, France
| | - Anne Marie Bouvier
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
| | - Sylvain Manfredi
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Department of Hepato-Gastroenterology and Digestive Oncology, Dijon University Hospital, 21000 Dijon, France
| | - Valérie Jooste
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Department of Hepato-Gastroenterology and Digestive Oncology, Dijon University Hospital, 21000 Dijon, France
| | - Mary B. Callanan
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology (IGEO) and CRIGEN (Crispr Functional Genomics), Dijon University Hospital, 21000 Dijon, France
- Genetics and Immunology Medical Institute (GIMI), 21000 Dijon, France
- Correspondence: (M.B.C.); (C.L.)
| | - Côme Lepage
- Faculty of Health Sciences, University of Burgundy, 21000 Dijon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1231, 21000 Dijon, France
- Department of Hepato-Gastroenterology and Digestive Oncology, Dijon University Hospital, 21000 Dijon, France
- Correspondence: (M.B.C.); (C.L.)
| |
Collapse
|