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Premadasa LS, McDew-White M, Romero L, Gondo B, Drawec JA, Ling B, Okeoma CM, Mohan M. Epigenetic modulation of the NLRP6 inflammasome sensor as a therapeutic modality to reduce necroptosis-driven gastrointestinal mucosal dysfunction in HIV/SIV infection. Cell Commun Signal 2025; 23:199. [PMID: 40281523 PMCID: PMC12023470 DOI: 10.1186/s12964-025-02193-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2024] [Accepted: 04/08/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND Gastrointestinal (GI) disease/dysfunction persists in people living with HIV (PLWH) receiving suppressive combination anti-retroviral therapy (ART) leading to epithelial barrier breakdown, microbial translocation and systemic inflammation that can drive non-AIDS associated comorbidities. Although epigenetic mechanisms are predicted to drive GI dysfunction, they remain unknown and unaddressed in HIV/SIV infection. The present study investigated genome-wide changes in DNA methylation, and gene expression exclusively in colon epithelial cells (CE) in response to simian immunodeficiency virus infection (SIV) and long-term low-dose delta-9-tetrahydrocannabinol (THC). METHODS Using reduced-representation bisulfite sequencing, we characterized DNA methylation changes in colonic epithelium (CE) of uninfected controls (n=5) and SIV-infected rhesus macaques (RMs) administered vehicle (VEH/SIV; n=7) or THC (THC/SIV; n=6). Intact jejunum resection segments (~5cm) were collected from sixteen ART treated SIV-infected RMs [(VEH/SIV/ART; n=8) and (THC/SIV/ART; n=8)] to confirm protein expression data identified in the colon of ART-naïve SIV-infected RMs. Transcriptomics data was used to confirm expression of differentially methylated genes. Protein expression of differentially methylated genes and their downstream targets was assessed using Immunofluorescence followed by HALO quantification. RESULTS SIV infection in ART-naïve RMs induced marked hypomethylation throughout promoter-associated CpG islands (paCGIs) in genes related to inflammatory response (NLRP6, cGAS), cellular adhesion (PCDH17, CDH7) and proliferation (WIF1, SFRP1, TERT, and HAND2) in CEs. Moreover, low-dose THC reduced NLRP6 protein expression in CE by hypermethylating the NLRP6 paCGI and blocked polyI:C induced NLRP6 upregulation in vitro. In ART suppressed SIV-infected RMs, significant NLRP6 protein upregulation during acute infection was unaffected by long-term ART administration during chronic infection despite successful plasma and tissue viral suppression. In this group, NLRP6 protein upregulation was associated with significantly increased expression of necroptosis-driving proteins; phosphorylated-RIPK3(Ser199), phosphorylated-MLKL(Thr357/Ser358), and HMGB1. Most strikingly, adding ART to THC-treated SIV-infected RMs effectively reduced NLRP6 and necroptosis-driving protein expression to pre-infection levels. CONCLUSIONS We conclude that DNA hypomethylation-assisted NLRP6 upregulation can lead to its constitutively high expression resulting in the activation of necroptosis signaling via the RIPK3/p-MLKL pathway that can eventually drive intestinal epithelial loss/death. From a clinical standpoint, low-dose phytocannabinoids in combination with ART could safely and successfully reduce/reverse persistent GI inflammatory responses via modulating DNA methylation.
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Affiliation(s)
- Lakmini S Premadasa
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Marina McDew-White
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Luis Romero
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Beverly Gondo
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Jade A Drawec
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Binhua Ling
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Chioma M Okeoma
- Department of Pathology, Microbiology, and Immunology, New York Medical College, Valhalla, NY, 10595-1524, USA.
- Lovelace Biomedical Institute, Albuquerque, NM, 87108-5127, USA.
| | - Mahesh Mohan
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA.
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Hammerhøj AD, Boye TL, Yao J, Hausmann A, Kellermann L, Maciag GJ, Sandelin A, Steenholdt C, Jensen KB, Nielsen OH. Inflamed Intestinal Epithelial Cells From Patients With Ulcerative Colitis Restore a Noninflamed Transcriptional Profile Upon In Vitro Expansion. J Transl Med 2025; 105:104172. [PMID: 40210167 DOI: 10.1016/j.labinv.2025.104172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 03/12/2025] [Accepted: 04/01/2025] [Indexed: 04/12/2025] Open
Abstract
Ulcerative colitis (UC) is characterized by chronic relapsing inflammation starting from the rectum and distal colon, which in severe disease cases may affect the entire colon. Intestinal stem cells (ISCs) directly isolated from inflamed UC colonic tissue specimens have been found to present an inflammatory gene expression profile. However, a critical issue is whether these cells retain memory of exposure to inflammation and/or therapeutics. Here, we aimed to investigate whether human intestinal epithelial cells retain the inflammatory state observed in vivo when expanded in vitro as 3D cultured organoids to assess their suitability for therapeutic transplantation. ISCs were isolated from noninflammatory bowel disease controls (noninflamed; n = 18), as well as from colonoscopy-obtained biopsies of the sigmoid colon from individuals diagnosed with UC (inflamed), who were glucocorticoid naïve (n = 19). Moreover, ISCs were collected from all patients with inflammatory bowel disease following prednisolone treatment. Epithelial cells were cultured as 3D intestinal organoids in media to support stem cell maintenance and differentiation. Subsequently, the 3D intestinal organoids were harvested at the end of passage 2 for bulk RNA sequencing. The data revealed that the cellular phenotype of in vitro-cultured epithelial cells isolated from inflamed tissue did not maintain the hallmarks of inflammation observed in the ulcerated environment from which the cells were initially obtained. Our findings indicate that the autologous reinsertion of in vitro-expanded ISCs in active stages of UC may aid in intestinal healing, which calls for future clinical studies. Additionally, a link between organoid morphology and the inflammatory state of the tissue of origin was identified, as organoids derived from inflamed colon exhibited a lower degree of circularity.
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Affiliation(s)
- Alexander Due Hammerhøj
- Department of Gastroenterology, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Theresa Louise Boye
- Department of Gastroenterology, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Jiayi Yao
- Department of Biology, University of Copenhagen, Copenhagen, Denmark; Biotech Research and Innovation Center (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Annika Hausmann
- Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Institute of Food, Nutrition and Health (D-HEST), ETH Zurich, Switzerland
| | - Lauge Kellermann
- Department of Pathology, Herlev Hospital, University of Copenhagen, Denmark
| | - Grzegorz Jerzy Maciag
- Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Albin Sandelin
- Department of Biology, University of Copenhagen, Copenhagen, Denmark; Biotech Research and Innovation Center (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Casper Steenholdt
- Department of Gastroenterology, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark; Department of Medical Gastroenterology, Odense University Hospital, Denmark
| | - Kim Bak Jensen
- Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
| | - Ole Haagen Nielsen
- Department of Gastroenterology, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
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Mokaram Doust Delkhah A. Blood transcriptomics identifies FEZ1 as a potential biomarker for inflammatory bowel disease. Comput Biol Med 2025; 187:109742. [PMID: 39894009 DOI: 10.1016/j.compbiomed.2025.109742] [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: 11/19/2024] [Revised: 01/19/2025] [Accepted: 01/21/2025] [Indexed: 02/04/2025]
Abstract
INTRODUCTION While the global burden of inflammatory bowel diseases (IBD) is increasing, the identification of novel therapeutic targets and biomarkers is of significant importance. In particular, blood transcriptomes provide a non-invasive source for biomarker discovery. Therefore, this study aimed to identify potential blood markers for IBD. METHODS By employing an integrated transcriptomics approach, four datasets obtained from blood specimens of patients with IBD were analyzed (GSE119600, GSE94648, GSE86434, and GSE71730). After determining differentially expressed genes (DEGs) in IBD, a protein-protein interaction (PPI) network was constructed, and regulatory miRNAs targeting hub genes were identified. Weighted gene co-expression network analysis (WGCNA) was carried out to determine IBD-specific modules. Subsequently, converging results from differential expression analysis and WGCNA were subjected to random forest (RF) decision tree-based and LASSO regression methods. Lastly, the diagnostic efficacy of genes highlighted by both machine learning methods was measured using receiver operating characteristic (ROC) analysis in the integrated dataset, in each individual dataset separately, and in external datasets (GSE276395, GSE169568, GSE112057, GSE100833, GSE33943, and GSE3365). RESULTS Downregulated TNF was identified as the central hub gene of the PPI network, and PRF1 was the only gene identified as a hub gene in a co-expressed gene module enriched in IBD. Following the identification of FEZ1 and NLRC5 among the top 10 genes by both RF and LASSO, ROC analysis demonstrated their acceptable diagnostic efficacy in the integrated data. However, only FEZ1 was considered a potential biomarker based on replication of the results in the external datasets. CONCLUSIONS The results of the present study suggest FEZ1 as a potential blood biomarker for IBD. While autophagy is currently the most convincing explanation for the involvement of FEZ1 in IBD, further investigations are required to elucidate its immunological role.
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Mahurkar‐Joshi S, Thompson M, Villarruel E, Lewis JD, Lin LD, Farid M, Nayeb‐Hashemi H, Storage T, Weiss GA, Limketkai BN, Sauk JS, Mayer EA, Chang L. Genome-Wide DNA Methylation Identifies Potential Disease-Specific Biomarkers and Pathophysiologic Mechanisms in Irritable Bowel Syndrome, Inflammatory Bowel Disease, and Celiac Disease. Neurogastroenterol Motil 2025; 37:e14980. [PMID: 39673136 PMCID: PMC11748828 DOI: 10.1111/nmo.14980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 11/25/2024] [Accepted: 11/26/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND AND AIMS Irritable bowel syndrome (IBS), inflammatory bowel disease (IBD), and celiac disease (CeD) present with similar gastrointestinal (GI) symptoms. DNA methylation-based biomarkers have not been investigated as diagnostic biomarkers to classify these disorders. We aimed to study DNA methylation profiles of IBS, IBD, CeD, and healthy controls (HC), develop machine learning-based classifiers, and identify associated gene ontology (GO) terms. METHODS Genome-wide DNA methylation of peripheral blood mononuclear cells from 315 patients with IBS, IBD, CeD, and HC was measured using Illumina's 450K or EPIC arrays. A methylation dataset on 304 IBD and HC samples was used for external validation. Differential methylation was measured using general linear models. Classifiers were developed using penalized generalized linear models using double cross-validation controlling for confounders. Functional enrichment was assessed using GO. RESULTS Three hundred and fifteen participants (148 IBS, 47 IBD, 34 CeD, and 86 HC) had DNA methylation data. IBS-IBD and IBD-CeD showed the highest number of differentially methylated CpG sites followed by IBD-HC, CeD-HC, and IBS-HC. IBS-associated genes were enriched in cell adhesion and neuronal pathways, while IBD- and CeD-associated markers were enriched in inflammation and MHC class II pathways, respectively (p < 0.05). Classification performances assessed using area under the receiver operating characteristic curves (AUC) for IBS-IBD, IBS-CeD, and IBD-CeD were 0.80 (95% CI = 0.7-0.87, p = 6.75E-10), 0.78 (95% CI = 0.68-0.86, p = 4.57E-10), and 0.73 (95% CI = 0.62-0.83, p = 0.03), respectively. The performance of IBD-HC was successfully validated using external data (AUC = 0.74 [95% CI = 68-0.80, p < 0.001]). CONCLUSIONS Blood-based DNA methylation biomarkers can potentially distinguish chronic GI disorders that present with similar symptoms. GO suggested functional significance of the classifiers in disease-specific pathology.
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Affiliation(s)
- Swapna Mahurkar‐Joshi
- G. Oppenheimer Center for the Neurobiology of Stress and ResilienceLos AngelesCaliforniaUSA
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Mike Thompson
- Systems BiologyCentre for Genomic RegulationBarcelonaSpain
| | | | - James D. Lewis
- Division of Gastroenterology and HepatologyUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Lisa D. Lin
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Mary Farid
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Hamed Nayeb‐Hashemi
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Tina Storage
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Guy A. Weiss
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
- UCLA Celiac Disease ProgramLos AngelesCaliforniaUSA
| | - Berkeley N. Limketkai
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Jenny S. Sauk
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Emeran A. Mayer
- G. Oppenheimer Center for the Neurobiology of Stress and ResilienceLos AngelesCaliforniaUSA
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Lin Chang
- G. Oppenheimer Center for the Neurobiology of Stress and ResilienceLos AngelesCaliforniaUSA
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
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Cosin-Tomas M, Hoang T, Qi C, Monasso GS, Langdon R, Kebede Merid S, Calas L, de Prado-Bert P, Richmond R, Jaddoe VV, Duijts L, Wright J, Annesi-Maesano I, Grazuleviciene R, Karachaliou M, Koppelman GH, Melén E, Gruzieva O, Vrijheid M, Yousefi P, Felix JF, London SJ, Bustamante M. Association of exposure to second-hand smoke during childhood with blood DNA methylation. ENVIRONMENT INTERNATIONAL 2025; 195:109204. [PMID: 39693780 DOI: 10.1016/j.envint.2024.109204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 11/11/2024] [Accepted: 12/09/2024] [Indexed: 12/20/2024]
Abstract
INTRODUCTION By recent estimates, 40% of children worldwide are exposed to second-hand smoke (SHS), which has been associated with adverse health outcomes. While numerous studies have linked maternal smoking during pregnancy (MSDP) to widespread differences in child blood DNA methylation (DNAm), research specifically examining postnatal SHS exposure remains sparse. To address this gap, we conducted epigenome-wide meta-analyses to identify associations of postnatal SHS and child blood DNAm. METHODS Six cohorts from the Pregnancy And Childhood Epigenetics (PACE) Consortium (total N = 2,695), with SHS data and child blood DNAm (aged 7-9 years) measured with the Illumina 450K array were included in the meta-analysis. Linear regression models adjusted for covariates were fitted to examine the association between the number of household smokers in postnatal life (0, 1, 2+) and child blood DNAm. Sensitivity models without adjusting for MSDP and restricted to mothers who did not smoke during pregnancy were evaluated. RESULTS Our analysis revealed significant associations (False Discovery Rate < 0.05) between household postnatal SHS exposure and DNAm at 11 CpGs in exposed children. Nine CpGs were mapped to genes (MYO1G, FAM184B, CTDSPL2, LTBP3, PDE10A, and FIBCD1), while 2 CpGs were located in open sea regions. Notably, all except 2 CpGs (mapped to FIBCD1 and CTDSPL2) have previously been linked to either personal smoking habits or in utero exposure to smoking. The models restricted to non-smoking mothers provided similar results. Importantly, several of these CpGs and their associated genes are implicated in conditions exacerbated by or directly linked to SHS. CONCLUSIONS Our findings highlight the potential biological effects of SHS on blood DNAm. These findings support further research on epigenetic factors mediating deleterious effects of SHS on child health and call for public health policies aimed at reducing exposure, particularly in environments where children are present.
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Affiliation(s)
- Marta Cosin-Tomas
- ISGlobal, Barcelona, Catalonia, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Catalonia, Spain; Centro de investigación biomédica en red en epidemiología y salud pública (CIBERESP), Madrid, Spain.
| | - Thanh Hoang
- Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA; Department of Pediatrics, Division of Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA; Cancer and Hematology Center, Texas Children's Hospital, Houston, TX, USA
| | - Cancan Qi
- Groningen Research Institute for Asthma and COPD, Groningen, the Netherlands; Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Microbiome Medicine Center, Department of Laboratory Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, China
| | - Giulietta S Monasso
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Ryan Langdon
- Medical Research Council Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK; Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
| | - Simon Kebede Merid
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Lucinda Calas
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F-75004, Paris, France
| | - Paula de Prado-Bert
- ISGlobal, Barcelona, Catalonia, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Catalonia, Spain; Centro de investigación biomédica en red en epidemiología y salud pública (CIBERESP), Madrid, Spain
| | - Rebecca Richmond
- Medical Research Council Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK; Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
| | - Vincent Vw Jaddoe
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Liesbeth Duijts
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Neonatal and Pediatric Intensive Care, division of Neonatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - John Wright
- Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Isabella Annesi-Maesano
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F-75004, Paris, France
| | | | - Marianna Karachaliou
- ISGlobal, Barcelona, Catalonia, Spain; Clinic of preventive and Social Medicine, Medical School, University of Crete, Iraklio, Greece
| | - Gerard H Koppelman
- Groningen Research Institute for Asthma and COPD, Groningen, the Netherlands; Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Erik Melén
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden; Sachs' Children's Hospital, Stockholm, Sweden
| | - Olena Gruzieva
- Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden; Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Martine Vrijheid
- ISGlobal, Barcelona, Catalonia, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Catalonia, Spain; Centro de investigación biomédica en red en epidemiología y salud pública (CIBERESP), Madrid, Spain
| | - Paul Yousefi
- Medical Research Council Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK; Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK; NIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, UK
| | - Janine F Felix
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Stephanie J London
- Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Mariona Bustamante
- ISGlobal, Barcelona, Catalonia, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Catalonia, Spain; Centro de investigación biomédica en red en epidemiología y salud pública (CIBERESP), Madrid, Spain
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Santarelli R, Pascucci GR, Presti SL, Di Crosta M, Benedetti R, Neri A, Gonnella R, Cirone M. EBV infection alters DNA methylation in primary human colon cells: A path to inflammation and carcinogenesis? BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS 2024; 1867:195064. [PMID: 39427708 DOI: 10.1016/j.bbagrm.2024.195064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 10/02/2024] [Accepted: 10/14/2024] [Indexed: 10/22/2024]
Abstract
Epstein-Barr Virus (EBV) is associated with several types of human cancers, and changes in DNA methylation are reported to contribute to viral-driven carcinogenesis, particularly in cancers of epithelial origin. In a previous study, we demonstrated that EBV infects human primary colonic cells (HCoEpC) and replicates within these cells, leading to pro-inflammatory and pro-tumorigenic effects. Notably, these effects were mostly prevented by inhibiting viral replication with PAA. Interestingly, the EBV-induced effects correlated with the upregulation of DNMT1 and were counteracted by pretreating cells with 5-AZA, suggesting a role for DNA hypermethylation. Building on this background, the current study investigates the methylation changes induced by EBV infection in HCoEpC, both in the presence and absence of PAA, or ERK1/2 and STAT3 inhibitors, pathways known to be activated by EBV and involved in the dysregulation of methylation in tumor cells. The genome-wide methylation analysis conducted in this study allowed us to identify several biological processes and genes affected by these epigenetic changes, providing insights into the possible underlying mechanisms leading to the pathological effects induced by EBV. Specifically, we found that the virus induced significant methylation changes, with hypermethylation being more prevalent than hypomethylation. Several genes involved in embryogenesis, carcinogenesis, and inflammation were affected.
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Affiliation(s)
- Roberta Santarelli
- Department of Experimental Medicine, "Sapienza" University of Rome, 00161 Rome, Italy.
| | - Giuseppe Rubens Pascucci
- Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy; Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Salvatore Lo Presti
- Department of Experimental Medicine, "Sapienza" University of Rome, 00161 Rome, Italy
| | - Michele Di Crosta
- Department of Experimental Medicine, "Sapienza" University of Rome, 00161 Rome, Italy
| | - Rossella Benedetti
- Department of Experimental Medicine, "Sapienza" University of Rome, 00161 Rome, Italy
| | - Alessia Neri
- Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy; Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Roberta Gonnella
- Department of Experimental Medicine, "Sapienza" University of Rome, 00161 Rome, Italy
| | - Mara Cirone
- Department of Experimental Medicine, "Sapienza" University of Rome, 00161 Rome, Italy.
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Ma ZH, Ma XN, Zhu HW, Cheng L, Gou LZ, Zhang DK. Clinical significance of peripheral blood DDR1 and CtBP gene methylation detection in patients with acute pancreatitis. Epigenetics 2024; 19:2421631. [PMID: 39485950 PMCID: PMC11540100 DOI: 10.1080/15592294.2024.2421631] [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: 06/20/2024] [Revised: 09/03/2024] [Accepted: 10/22/2024] [Indexed: 11/03/2024] Open
Abstract
To investigate the clinical value of methylation levels of peripheral blood DDR1 and CtBP genes in evaluating the severity of acute pancreatitis (AP). Collect 90 blood samples from AP patients and healthy volunteers, and test methylation levels of SPINK1, STAT3, KIT, CFTR, DDR1, CtBP1, CtBP2 genes by bisulfite amplicon sequencing (BSAS). The gene methylation and clinical predictors of SAP early prediction were determined by univariate and multifactorial analysis, respectively. (1) The methylation level of CtBP1 gene and MCTSI score were independent predictors of SAP, with AUC values of 0.723 and 0.8895, respectively. (2) The methylation levels of DDR1, CtBP2, CFTR and SPINK1 genes were statistically significant in HC group vs AP group, HC group vs MAP group, and HC group vs SAP group. (3) The combined detection of CtBP1 gene methylation level and MCTSI score predicted the sensitivity, specificity, AUC, and 95%CI of SAP were 0.750, 0.957, 0.902, and 0.816-0.989, respectively. (1) The methylation level of CtBP1 gene in peripheral blood is an independent risk factor for predicting SAP and is a potentially good predictor of SAP, and the combined testing with the MCTSI score does not further significantly improve the early predictive value for SAP. (2) The methylation levels of DDR1, SPINK1, CtBP2, and CFTR genes were potential indicators for recognizing AP.
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Affiliation(s)
- Zeng-Hui Ma
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu, China
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Key laboratory of Digestive Diseases, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Xue-Ni Ma
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu, China
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Key laboratory of Digestive Diseases, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Hong-Wen Zhu
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu, China
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Key laboratory of Digestive Diseases, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Long Cheng
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu, China
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Key laboratory of Digestive Diseases, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Ling-Zhu Gou
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu, China
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Key laboratory of Digestive Diseases, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - De-Kui Zhang
- Department of Gastroenterology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
- Key laboratory of Digestive Diseases, Lanzhou University Second Hospital, Lanzhou, Gansu, China
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Uemura I, Takahashi-Suzuki N, Kita F, Satoh T. Establishment of an in-vitro inflammatory bowel disease model using immunological differentiation of Caco-2 cells. MethodsX 2024; 13:102952. [PMID: 39329151 PMCID: PMC11426153 DOI: 10.1016/j.mex.2024.102952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 09/06/2024] [Indexed: 09/28/2024] Open
Abstract
Studies on intestinal cell differentiation, particularly in dextran sodium sulfate (DSS)-induced inflammatory bowel disease (IBD), have predominantly focused on the disruption of intestinal crypts and suppressive effects on the intestinal microbiota; however, repeated administration of DSS is required to induce inflammatory pathology, and there is a lack of observation of early responses and consideration of differentiation stages. Although colonic adenocarcinoma (Caco-2) cells can be used as intestinal cell models, research on these cells in an immature state is limited. We, therefore, investigated the relationship between Caco-2 cell culture duration and immunological differentiation using α-defensin5 (DEFA5) as an indicator of intestinal immunity and differentiation. Changes in protein and gene expression levels in response to DSS were examined at each differentiation stage. Expression of immune- and differentiation-related proteins, including DEFA5 and lysozyme, was evident from Day 8 of culture. Immune responses to DSS varied with the differentiation stage, affecting cell viability and cytokine expression.•Caco-2 cell culture duration correlates with the differentiation stage of Paneth cells.•DSS exposure elicits different effects depending on the differentiation stage.•Our in-vitro model of IBD facilitates the characterization of the cell differentiation process and provides a methodology to help elucidate the causal mechanisms of IBD.
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Affiliation(s)
- Ippei Uemura
- Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Hokkaido University of Science, 7-Jo 15-4-1 Maeda, Teine-ku, Sapporo, Hokkaido 006-8585, Japan
| | - Natsuko Takahashi-Suzuki
- Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Hokkaido University of Science, 7-Jo 15-4-1 Maeda, Teine-ku, Sapporo, Hokkaido 006-8585, Japan
| | - Fumiya Kita
- Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Hokkaido University of Science, 7-Jo 15-4-1 Maeda, Teine-ku, Sapporo, Hokkaido 006-8585, Japan
| | - Takashi Satoh
- Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Hokkaido University of Science, 7-Jo 15-4-1 Maeda, Teine-ku, Sapporo, Hokkaido 006-8585, Japan
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9
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Kaur H, Kaur G, Ali SA. Postbiotics Implication in the Microbiota-Host Intestinal Epithelial Cells Mutualism. Probiotics Antimicrob Proteins 2024; 16:443-458. [PMID: 36933160 DOI: 10.1007/s12602-023-10062-w] [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] [Accepted: 03/08/2023] [Indexed: 03/19/2023]
Abstract
To sustain host health and provide the microbial community with a nutrient-rich environment, the host and gut microbiota must interact with one another. These interactions between commensal bacterial and intestinal epithelial cells (IECs) serve as the first line of defense against gut microbiota in preserving intestinal homeostasis. In this microenvironment, the post-biotics and similar molecules such as p40 exert several beneficial effects through regulation of IECs. Importantly, post-biotics were discovered to be transactivators of the EGF receptor (EGFR) in IECs, inducing protective cellular responses and alleviating colitis. The transient exposure to post-biotics such as p40 during the neonatal period reprograms IECs by upregulation of a methyltransferase, Setd1β, leading to a sustained increase in TGF- β release for the expansion of regulatory T cells (Tregs) in the intestinal lamina propria and durable protection against colitis in adulthood. This crosstalk between the IECs and post-biotic secreted factors was not reviewed previously. Therefore, this review describes the role of probiotic-derived factors in the sustainability of intestinal health and improving gut homeostasis via certain signaling pathways. In the era of precision medicine and targeted therapies, more basic, preclinical, and clinical evidence is needed to clarify the efficacy of probiotics released as functional factors in maintaining intestinal health and preventing and treating disease.
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Affiliation(s)
- Harpreet Kaur
- Animal Biochemistry Division, ICAR-NDRI, Karnal, 132001, India
| | - Gurjeet Kaur
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW, 2052, Australia
- Mark Wainwright Analytical Centre, Bioanalytical Mass Spectrometry Facility, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Syed Azmal Ali
- Cell Biology and Proteomics Lab, Animal Biotechnology Center, ICAR-NDRI, Karnal, 132001, India.
- Division Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, 69120, Germany.
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10
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de Ponthaud C, Abdalla S, Belot MP, Shao X, Penna C, Brouquet A, Bougnères P. Increased CpG methylation at the CDH1 locus in inflamed ileal mucosa of patients with Crohn disease. Clin Epigenetics 2024; 16:28. [PMID: 38355645 PMCID: PMC10865720 DOI: 10.1186/s13148-024-01631-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 01/18/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND E-cadherin, a major actor of cell adhesion in the intestinal barrier, is encoded by the CDH1 gene associated with susceptibility to Crohn Disease (CD) and colorectal cancer. Since epigenetic mechanisms are suspected to contribute to the multifactorial pathogenesis of CD, we studied CpG methylation at the CDH1 locus. The methylation of the CpG island (CGI) and of the 1st enhancer, two critical regulatory positions, was quantified in surgical specimens of inflamed ileal mucosa and in peripheral blood mononuclear cells (PBMC) of 21 CD patients. Sixteen patients operated on for a non-inflammatory bowel disease, although not normal controls, provided a macroscopically normal ileal mucosa and PBMC for comparison. RESULTS In ileal mucosa, 19/21 (90%) CD patients vs 8/16 control patients (50%) (p < 0.01) had a methylated CDH1 promoter CGI. In PBMC, CD patients with methylated CGI were 11/21 (52%) vs 7/16 controls (44%), respectively. Methylation in the 1st enhancer of CDH1 was also higher in the CD group for each of the studied CpGs and for their average value (45 ± 17% in CD patients vs 36 ± 17% in controls; p < 0.001). Again, methylation was comparable in PBMC. Methylation of CGI and 1st enhancer were not correlated in mucosa or PBMC. CONCLUSIONS Methylation of several CpGs at the CDH1 locus was increased in the inflamed ileal mucosa, not in the PBMC, of CD patients, suggesting the association of CDH1 methylation with ileal inflammation. Longitudinal studies will explore if this increased methylation is a risk marker for colorectal cancer.
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Affiliation(s)
- Charles de Ponthaud
- Department of Visceral and Digestive Surgery, Hôpital Bicêtre AP-HP, Paris Saclay University, 94276, Le Kremlin-Bicêtre Cedex, France
- UMR INSERM 1169 and Université Paris Saclay, Hôpital Bicêtre, 94276, Le Kremlin-Bicêtre Cedex, France
| | - Solafah Abdalla
- Department of Visceral and Digestive Surgery, Hôpital Bicêtre AP-HP, Paris Saclay University, 94276, Le Kremlin-Bicêtre Cedex, France
- UMR INSERM 1169 and Université Paris Saclay, Hôpital Bicêtre, 94276, Le Kremlin-Bicêtre Cedex, France
| | - Marie-Pierre Belot
- Groupe d'Études sur le Diabète, l'Obésité, la Croissance, GETDOC, Hôpital Bicêtre, 94276, Le Kremlin-Bicêtre Cedex, France
| | - Xiaojian Shao
- Digital Technologies Research Center, National Research Council Canada, Ottawa, ON, K1A 0R6, Canada
| | - Christophe Penna
- Department of Visceral and Digestive Surgery, Hôpital Bicêtre AP-HP, Paris Saclay University, 94276, Le Kremlin-Bicêtre Cedex, France
| | - Antoine Brouquet
- Department of Visceral and Digestive Surgery, Hôpital Bicêtre AP-HP, Paris Saclay University, 94276, Le Kremlin-Bicêtre Cedex, France
| | - Pierre Bougnères
- UMR INSERM 1169 and Université Paris Saclay, Hôpital Bicêtre, 94276, Le Kremlin-Bicêtre Cedex, France.
- Groupe d'Études sur le Diabète, l'Obésité, la Croissance, GETDOC, Hôpital Bicêtre, 94276, Le Kremlin-Bicêtre Cedex, France.
- MIRCEN Institute, CEA Paris-Saclay/site de Fontenay-aux-Roses, Bâtiment 56 PC 103, 18 route du Panorama, BP6 92265, Fontenay-aux-Roses Cedex, France.
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11
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Joustra V, Hageman IL, Satsangi J, Adams A, Ventham NT, de Jonge WJ, Henneman P, D’Haens GR, Li Yim AYF. Systematic Review and Meta-analysis of Peripheral Blood DNA Methylation Studies in Inflammatory Bowel Disease. J Crohns Colitis 2023; 17:185-198. [PMID: 35998097 PMCID: PMC10024549 DOI: 10.1093/ecco-jcc/jjac119] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND AND AIMS Over the past decade, the DNA methylome has been increasingly studied in peripheral blood of inflammatory bowel disease [IBD] patients. However, a comprehensive summary and meta-analysis of peripheral blood leukocyte [PBL] DNA methylation studies has thus far not been conducted. Here, we systematically reviewed all available literature up to February 2022 and summarized the observations by means of meta-analysis. METHODS We conducted a systematic search and critical appraisal of IBD-associated DNA methylation studies in PBL using the biomarker-based cross-sectional studies [BIOCROSS] tool. Subsequently, we performed meta-analyses on the summary statistics obtained from epigenome-wide association studies [EWAS] that included patients with Crohn's disease [CD], ulcerative colitis [UC] and/or healthy controls [HC]. RESULTS Altogether, we included 15 studies for systematic review. Critical appraisal revealed large methodological and outcome heterogeneity between studies. Summary statistics were obtained from four studies based on a cumulative 552 samples [177 CD, 132 UC and 243 HC]. Consistent differential methylation was identified for 256 differentially methylated probes [DMPs; Bonferroni-adjusted p ≤ 0.05] when comparing CD with HC and 103 when comparing UC with HC. Comparing IBD [CD + UC] with HC resulted in 224 DMPs. Importantly, several of the previously identified DMPs, such as VMP1/TMEM49/MIR21 and RPS6KA2, were consistently differentially methylated across all studies. CONCLUSION Methodological homogenization of IBD epigenetic studies is needed to allow for easier aggregation and independent validation. Nonetheless, we were able to confirm previous observations. Our results can serve as the basis for future IBD epigenetic biomarker research in PBL.
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Affiliation(s)
| | | | - Jack Satsangi
- Translational Gastroenterology Unit, NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK
| | - Alex Adams
- Translational Gastroenterology Unit, NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK
| | - Nicholas T Ventham
- Institute of Genetics and Molecular Medicine, University of Edinburgh, UK
| | - Wouter J de Jonge
- Amsterdam UMC location University of Amsterdam, Department of Gastroenterology and Hepatology, Meibergdreef 9, Amsterdam, Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, Netherlands
- Amsterdam UMC location University of Amsterdam, Tytgat Institute for Liver and Intestinal Research, Amsterdam, Netherlands
| | - Peter Henneman
- Amsterdam UMC location University of Amsterdam, Department of Human Genetics, Genome Diagnostics Laboratory, Amsterdam, Netherlands
- Amsterdam Reproduction & Development, Amsterdam, Netherlands
| | - Geert R D’Haens
- Amsterdam UMC location University of Amsterdam, Department of Gastroenterology and Hepatology, Meibergdreef 9, Amsterdam, Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, Netherlands
| | - Andrew Y F Li Yim
- Corresponding author: Andrew Y. F. Li Yim, Amsterdam UMC location University of Amsterdam, Tytgat Institute for Liver and Intestinal Research, Amsterdam, Netherlands.
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12
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Big Data in Gastroenterology Research. Int J Mol Sci 2023; 24:ijms24032458. [PMID: 36768780 PMCID: PMC9916510 DOI: 10.3390/ijms24032458] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 01/28/2023] Open
Abstract
Studying individual data types in isolation provides only limited and incomplete answers to complex biological questions and particularly falls short in revealing sufficient mechanistic and kinetic details. In contrast, multi-omics approaches to studying health and disease permit the generation and integration of multiple data types on a much larger scale, offering a comprehensive picture of biological and disease processes. Gastroenterology and hepatobiliary research are particularly well-suited to such analyses, given the unique position of the luminal gastrointestinal (GI) tract at the nexus between the gut (mucosa and luminal contents), brain, immune and endocrine systems, and GI microbiome. The generation of 'big data' from multi-omic, multi-site studies can enhance investigations into the connections between these organ systems and organisms and more broadly and accurately appraise the effects of dietary, pharmacological, and other therapeutic interventions. In this review, we describe a variety of useful omics approaches and how they can be integrated to provide a holistic depiction of the human and microbial genetic and proteomic changes underlying physiological and pathophysiological phenomena. We highlight the potential pitfalls and alternatives to help avoid the common errors in study design, execution, and analysis. We focus on the application, integration, and analysis of big data in gastroenterology and hepatobiliary research.
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13
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Joustra V, Li Yim AYF, Hageman I, Levin E, Adams A, Satsangi J, de Jonge WJ, Henneman P, D'Haens G. Long-term Temporal Stability of Peripheral Blood DNA Methylation Profiles in Patients With Inflammatory Bowel Disease. Cell Mol Gastroenterol Hepatol 2023; 15:869-885. [PMID: 36581079 PMCID: PMC9972576 DOI: 10.1016/j.jcmgh.2022.12.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 12/20/2022] [Accepted: 12/20/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND & AIMS There is great current interest in the potential application of DNA methylation alterations in peripheral blood leukocytes (PBLs) as biomarkers of susceptibility, progression, and treatment response in inflammatory bowel disease (IBD). However, the intra-individual stability of PBL methylation in IBD has not been characterized. Here, we studied the long-term stability of all probes located on the Illumina HumanMethylation EPIC BeadChip array. METHODS We followed a cohort of 46 adult patients with IBD (36 Crohn's disease [CD], 10 ulcerative colitis [UC]; median age, 44 years; interquartile range [IQR] 27-56 years; 50% female) that received standard care follow-up at the Amsterdam University Medical Centers. Paired PBL samples were collected at 2 time points with a median of 7 years (range, 2-9 years) in between. Differential methylation and intra-class correlation (ICC) analyses were used to identify time-associated differences and temporally stable CpGs, respectively. RESULTS Around 60% of all EPIC array loci presented poor intra-individual stability (ICC <0.50); 78.114 (≈9%) showed good (ICC, 0.75-0.89), and 41.274 (≈5%) showed excellent (ICC ≥0.90) stability, between both measured time points. Focusing on previously identified consistently differentially methylated positions indicated that 22 CD-, 11 UC-, and 24 IBD-associated loci demonstrated high stability (ICC ≥0.75) over time; of these, we observed a marked stability of CpG loci associated to the HLA genes. CONCLUSIONS Our data provide insight into the long-term stability of the PBL DNA methylome within an IBD context, facilitating the selection of biologically relevant and robust IBD-associated epigenetic biomarkers with increased potential for independent validation. These data also have potential implications in understanding disease pathogenesis.
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Affiliation(s)
- Vincent Joustra
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Andrew Y F Li Yim
- Genome Diagnostics Laboratory, Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands; Tytgat Institute for Liver and Intestinal Research, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Ishtu Hageman
- Tytgat Institute for Liver and Intestinal Research, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Evgeni Levin
- Department of Vascular Medicine, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Horaizon BV, Delft, the Netherlands
| | - Alex Adams
- Oxford University- Hospitals NHS Foundation Trust- John Radcliffe Hospital, Translational Gastroenterology Unit- NIHR Oxford Biomedical Research Centre, Oxford, United Kingdom
| | - Jack Satsangi
- Oxford University- Hospitals NHS Foundation Trust- John Radcliffe Hospital, Translational Gastroenterology Unit- NIHR Oxford Biomedical Research Centre, Oxford, United Kingdom
| | - Wouter J de Jonge
- Tytgat Institute for Liver and Intestinal Research, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Peter Henneman
- Genome Diagnostics Laboratory, Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Geert D'Haens
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
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14
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Saddiki H, Colicino E, Lesseur C. Assessing Differential Variability of High-Throughput DNA Methylation Data. Curr Environ Health Rep 2022; 9:625-630. [PMID: 36040576 PMCID: PMC11674072 DOI: 10.1007/s40572-022-00374-4] [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] [Accepted: 07/18/2022] [Indexed: 01/31/2023]
Abstract
PURPOSE OF REVIEW DNA methylation (DNAm) is essential to human development and plays an important role as a biomarker due to its susceptibility to environmental exposures. This article reviews the current state of statistical methods developed for differential variability analysis focusing on DNAm data. RECENT FINDINGS With the advent of high-throughput technologies allowing for highly reliable and cost-effective measurements of DNAm, many epigenome studies have analyzed DNAm levels to uncover biological mechanisms underlying past environmental exposures and subsequent health outcomes. These studies typically focused on detecting sites or regions which differ in their mean DNAm levels among exposure groups. However, more recent studies highlighted the importance of identifying differentially variable sites or regions as biologically relevant features. Currently, the analysis of differentially variable DNAm sites has not yet gained widespread adoption in environmental studies; yet, it is important to examine the effects of environmental exposures on inter-individual epigenetic variability. In this article, we describe six of the most widely used statistical approaches for analyzing differential variability of DNAm levels and provide a discussion of their advantages and current limitations.
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Affiliation(s)
- Hachem Saddiki
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Elena Colicino
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Corina Lesseur
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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15
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Ghiboub M, Koster J, Craggs PD, Li Yim AYF, Shillings A, Hutchinson S, Bingham RP, Gatfield K, Hageman IL, Yao G, O’Keefe HP, Coffin A, Patel A, Sloan LA, Mitchell DJ, Hayhow TG, Lunven L, Watson RJ, Blunt CE, Harrison LA, Bruton G, Kumar U, Hamer N, Spaull JR, Zwijnenburg DA, Welting O, Hakvoort TBM, te Velde AA, van Limbergen J, Henneman P, Prinjha RK, de Winther MPJ, Harker NR, Tough DF, de Jonge WJ. Modulation of macrophage inflammatory function through selective inhibition of the epigenetic reader protein SP140. BMC Biol 2022; 20:182. [PMID: 35986286 PMCID: PMC9392322 DOI: 10.1186/s12915-022-01380-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 07/28/2022] [Indexed: 11/10/2022] Open
Abstract
Background SP140 is a bromodomain-containing protein expressed predominantly in immune cells. Genetic polymorphisms and epigenetic modifications in the SP140 locus have been linked to Crohn’s disease (CD), suggesting a role in inflammation. Results We report the development of the first small molecule SP140 inhibitor (GSK761) and utilize this to elucidate SP140 function in macrophages. We show that SP140 is highly expressed in CD mucosal macrophages and in in vitro-generated inflammatory macrophages. SP140 inhibition through GSK761 reduced monocyte-to-inflammatory macrophage differentiation and lipopolysaccharide (LPS)-induced inflammatory activation, while inducing the generation of CD206+ regulatory macrophages that were shown to associate with a therapeutic response to anti-TNF in CD patients. SP140 preferentially occupies transcriptional start sites in inflammatory macrophages, with enrichment at gene loci encoding pro-inflammatory cytokines/chemokines and inflammatory pathways. GSK761 specifically reduces SP140 chromatin binding and thereby expression of SP140-regulated genes. GSK761 inhibits the expression of cytokines, including TNF, by CD14+ macrophages isolated from CD intestinal mucosa. Conclusions This study identifies SP140 as a druggable epigenetic therapeutic target for CD. Supplementary Information The online version contains supplementary material available at 10.1186/s12915-022-01380-6.
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16
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Edgar RD, Perrone F, Foster AR, Payne F, Lewis S, Nayak KM, Kraiczy J, Cenier A, Torrente F, Salvestrini C, Heuschkel R, Hensel KO, Harris R, Jones DL, Zerbino DR, Zilbauer M. Culture-Associated DNA Methylation Changes Impact on Cellular Function of Human Intestinal Organoids. Cell Mol Gastroenterol Hepatol 2022; 14:1295-1310. [PMID: 36038072 PMCID: PMC9703134 DOI: 10.1016/j.jcmgh.2022.08.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 08/21/2022] [Accepted: 08/22/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND & AIMS Human intestinal epithelial organoids (IEOs) are a powerful tool to model major aspects of intestinal development, health, and diseases because patient-derived cultures retain many features found in vivo. A necessary aspect of the organoid model is the requirement to expand cultures in vitro through several rounds of passaging. This is of concern because the passaging of cells has been shown to affect cell morphology, ploidy, and function. METHODS Here, we analyzed 173 human IEO lines derived from the small and large bowel and examined the effect of culture duration on DNA methylation (DNAm). Furthermore, we tested the potential impact of DNAm changes on gene expression and cellular function. RESULTS Our analyses show a reproducible effect of culture duration on DNAm in a large discovery cohort as well as 2 publicly available validation cohorts generated in different laboratories. Although methylation changes were seen in only approximately 8% of tested cytosine-phosphate-guanine dinucleotides (CpGs) and global cellular function remained stable, a subset of methylation changes correlated with altered gene expression at baseline as well as in response to inflammatory cytokine exposure and withdrawal of Wnt agonists. Importantly, epigenetic changes were found to be enriched in genomic regions associated with colonic cancer and distant to the site of replication, indicating similarities to malignant transformation. CONCLUSIONS Our study shows distinct culture-associated epigenetic changes in mucosa-derived human IEOs, some of which appear to impact gene transcriptomic and cellular function. These findings highlight the need for future studies in this area and the importance of considering passage number as a potentially confounding factor.
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Affiliation(s)
- Rachel D Edgar
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, United Kingdom
| | - Francesca Perrone
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - April R Foster
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; Centre for Pathway Analysis, Milner Therapeutics Institute, University of Cambridge, Cambridge, United Kingdom
| | - Felicity Payne
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Sophia Lewis
- Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, California; Eli and Edythe Broad Stem Cell Research Center, University of California Los Angeles, Los Angeles, California
| | - Komal M Nayak
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Judith Kraiczy
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Aurélie Cenier
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Franco Torrente
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Camilla Salvestrini
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Robert Heuschkel
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Kai O Hensel
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom; Witten/Herdecke University, Department of Paediatrics, Helios Medical Centre Wuppertal, Children's Hospital, Wuppertal, Germany
| | - Rebecca Harris
- Centre for Pathway Analysis, Milner Therapeutics Institute, University of Cambridge, Cambridge, United Kingdom
| | - D Leanne Jones
- Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, California; Eli and Edythe Broad Stem Cell Research Center, University of California Los Angeles, Los Angeles, California; Department of Anatomy and Medicine, Division of Geriatrics, University of California, San Francisco, San Francisco, California; Eli and Edythe Broad Center for Regeneration Medicine, University of California, San Francisco, San Francisco, California
| | - Daniel R Zerbino
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, United Kingdom
| | - Matthias Zilbauer
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Addenbrooke's Hospital, Cambridge, United Kingdom; Wellcome Trust-Medical Research Council Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom.
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17
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Fiocchi C, Dragoni G, Iliopoulos D, Katsanos K, Ramirez VH, Suzuki K, Torres J, Scharl M. Results of the Seventh Scientific Workshop of ECCO: Precision Medicine in IBD-What, Why, and How. J Crohns Colitis 2021; 15:1410-1430. [PMID: 33733656 DOI: 10.1093/ecco-jcc/jjab051] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Many diseases that affect modern humans fall in the category of complex diseases, thus called because they result from a combination of multiple aetiological and pathogenic factors. Regardless of the organ or system affected, complex diseases present major challenges in diagnosis, classification, and management. Current forms of therapy are usually applied in an indiscriminate fashion based on clinical information, but even the most advanced drugs only benefit a limited number of patients and to a variable and unpredictable degree. This 'one measure does not fit all' situation has spurred the notion that therapy for complex disease should be tailored to individual patients or groups of patients, giving rise to the notion of 'precision medicine' [PM]. Inflammatory bowel disease [IBD] is a prototypical complex disease where the need for PM has become increasingly clear. This prompted the European Crohn's and Colitis Organisation to focus the Seventh Scientific Workshop on this emerging theme. The articles in this special issue of the Journal address the various complementary aspects of PM in IBD, including what PM is; why it is needed and how it can be used; how PM can contribute to prediction and prevention of IBD; how IBD PM can aid in prognosis and improve response to therapy; and the challenges and future directions of PM in IBD. This first article of this series is structured on three simple concepts [what, why, and how] and addresses the definition of PM, discusses the rationale for the need of PM in IBD, and outlines the methodology required to implement PM in IBD in a correct and clinically meaningful way.
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Affiliation(s)
- Claudio Fiocchi
- Department of Inflammation & Immunity, Lerner Research Institute, and Department of Gastroenterology, Hepatology & Nutrition, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Gabriele Dragoni
- Gastroenterology Research Unit, Department of Experimental and Clinical Biomedical Sciences 'Mario Serio', University of Florence, Florence,Italy.,IBD Referral Center, Gastroenterology Department, Careggi University Hospital, Florence,Italy
| | | | - Konstantinos Katsanos
- Division of Gastroenterology, Department of Internal Medicine, University of Ioannina School of Health Sciences, Ioannina,Greece
| | - Vicent Hernandez Ramirez
- Department of Gastroenterology, Xerencia Xestión Integrada de Vigo, and Research Group in Digestive Diseases, Galicia Sur Health Research Institute [IIS Galicia Sur], SERGAS-UVIGO, Vigo, Spain
| | - Kohei Suzuki
- Division of Digestive and Liver Diseases, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX,USA
| | | | - Joana Torres
- Division of Gastroenterology, Hospital Beatriz Ângelo, Loures, Portugal
| | - Michael Scharl
- Department of Gastroenterology and Hepatology, University Hospital Zürich, Zürich, Switzerland
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18
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Epigenomic and transcriptomic analysis of chronic inflammatory diseases. Genes Genomics 2021; 43:227-236. [PMID: 33638813 DOI: 10.1007/s13258-021-01045-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 01/06/2021] [Indexed: 12/13/2022]
Abstract
Chronic inflammatory diseases (CIDs) have complex pathologies that result from aberrant and persistent immune responses. However, the precise triggers and mechanisms remain elusive. An important aspect of CID research focuses on epigenetics modifications, which regulate gene expression and provide a dynamic transcriptional response to inflammation. In recent years, mounting evidence has demonstrated an association between epigenomic and transcriptomic dysregulation and the phenotypes of CIDs. In particular, epigenetic changes at cis-regulatory elements have provided new insights for immune cell-specific alterations that contribute to disease etiology. Furthermore, the advancements in single-cell genomics provide novel solutions to cell type heterogeneity, which has long posed challenges for CID diagnosis and treatment. In this review, we discuss the current state of epigenomics research of CID and the insights derived from single-cell transcriptomic and epigenomic studies.
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García-Santisteban I, Romero-Garmendia I, Cilleros-Portet A, Bilbao JR, Fernandez-Jimenez N. Celiac disease susceptibility: The genome and beyond. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2020; 358:1-45. [PMID: 33707051 DOI: 10.1016/bs.ircmb.2020.10.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Celiac Disease (CeD) is an immune-mediated complex disease that is triggered by the ingestion of gluten and develops in genetically susceptible individuals. It has been known for a long time that the Human Leucocyte Antigen (HLA) molecules DQ2 and DQ8 are necessary, although not sufficient, for the disease development, and therefore other susceptibility genes and (epi)genetic events must participate in CeD pathogenesis. The advances in Genomics during the last 15 years have made CeD one of the immune-related disorders with the best-characterized genetic component. In the present work, we will first review the main Genome-Wide Association Studies (GWAS) carried out in the disorder, and emphasize post-GWAS discoveries, including diverse integrative strategies, SNP prioritization approaches, and insights into the Microbiome through the host Genomics. Second, we will explore CeD-related Epigenetics and Epigenomics, mostly focusing on the emerging knowledge of the celiac methylome, and the vast but yet under-explored non-coding RNA (ncRNA) landscape. We conclude that much has been done in the field although there are still completely unvisited areas in the post-Genomics of CeD. Chromatin conformation and accessibility, and Epitranscriptomics are promising domains that need to be unveiled to complete the big picture of the celiac Genome.
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Affiliation(s)
- Iraia García-Santisteban
- Department of Genetics, Physical Anthropology and Animal Physiology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Leioa, Spain
| | - Irati Romero-Garmendia
- Department of Genetics, Physical Anthropology and Animal Physiology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Leioa, Spain
| | - Ariadna Cilleros-Portet
- Department of Genetics, Physical Anthropology and Animal Physiology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Leioa, Spain
| | - Jose Ramon Bilbao
- Department of Genetics, Physical Anthropology and Animal Physiology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Leioa, Spain; Spanish Biomedical Research Center in Diabetes and associated Metabolic Disorders, CIBERDEM, Madrid, Spain
| | - Nora Fernandez-Jimenez
- Department of Genetics, Physical Anthropology and Animal Physiology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Leioa, Spain.
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