1 3501 160 IDENTIFICATION OF POTENTIAL BIOMARKERS FOR SYSTEMIC LUPUS ERYTHEMATOSUS BY INTEGRATED ANALYSIS OF GENE EXPRESSION AND METHYLATION DATA. INTRODUCTION: SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A HETEROGENEOUS AND CHRONIC AUTOIMMUNE DISEASE. ABERRANT DNA METHYLATION OCCURS DURING VARIOUS PROCESSES OF SLE DEVELOPMENT REGULATING THE MRNA EXPRESSION OF INTERRELATED GENES. THIS STUDY AIMS TO SCREEN POTENTIAL DNA METHYLATION MARKERS FOR SLE. METHODS: GENE EXPRESSION AND METHYLATION DATASETS WERE DOWNLOADED FROM THE GENE EXPRESSION OMNIBUS (GEO) DATABASE. DIFFERENTIALLY EXPRESSED GENES (DEGS) BETWEEN SLE PATIENTS AND HEALTHY CONTROLS WERE SCREENED USING THE LIMMA R PACKAGE, AND DIFFERENTIALLY METHYLATED POSITIONS (DMPS) AND REGIONS (DMRS) WERE IDENTIFIED USING DMPFINDER AND BUMPHUNTER (MINFI). ADDITIONALLY, THE DNA METHYLATION MARKERS TO DISTINGUISH SLE PATIENTS FROM HEALTHY CONTROLS WERE EXPLORED THROUGH RECEIVER OPERATING CHARACTERISTIC (ROC) CURVES AND LOGISTIC REGRESSION ANALYSES. FINALLY, WE VALIDATED THE RESULTS OF THE BIOINFORMATIC ANALYSIS BY PYROSEQUENCING. RESULTS: IN TOTAL, 91 DEGS, 90,092 DMPS, 15 DMRS, AND 13 DMR-ASSOCIATED GENES WERE IDENTIFIED. THROUGH THE INTEGRATIVE ANALYSIS OF DEG- AND DMR-ASSOCIATED GENES, WE IDENTIFIED FIVE TYPE I INTERFERON (IFN)-RELATED GENES AS KEY EPIGENETIC-DRIVEN GENES IN SLE. GO ENRICHMENT ANALYSIS SHOWED THAT THE FIVE SLE-ASSOCIATED EPIGENETIC-DRIVEN GENES WERE MAINLY ENRICHED IN THE TYPE I IFN SIGNALING PATHWAY INVOLVED IN IMMUNE RESPONSE AND DEFENSE RESPONSE TO VIRUS. MOREOVER, WE IDENTIFIED TWO SLE-SPECIFIC DNA METHYLATION MARKERS, THREE SLE WITHOUT LUPUS NEPHRITIS (SLE-LN(-))-SPECIFIC DNA METHYLATION MARKERS, AND TWO SLE WITH LUPUS NEPHRITIS (SLE-LN(+))-SPECIFIC DNA METHYLATION MARKERS BY STEPWISE LOGISTIC REGRESSION. CONCLUSIONS: OVERALL, OUR STUDY DEMONSTRATES POTENTIAL DNA METHYLATION MARKERS OF SLE, SLE-LN(-), AND SLE-LN(+), WHICH MAY HELP THE DIAGNOSIS, BOOST THE DEVELOPMENT OF NEW EPIGENETIC THERAPY, AND CONTRIBUTE TO INDIVIDUALIZED TREATMENT. KEY POINTS * THIS STUDY IDENTIFIED FIVE TYPE I IFN-RELATED GENES AS KEY EPIGENETIC-DRIVEN GENES IN SLE, WHICH SUPPORT THE IMPORTANCE OF THE TYPE I IFN PATHWAY IN THE PATHOGENESIS OF SLE * WE IDENTIFIED NOVEL DNA METHYLATION BIOMARKERS IN SLE, SLE-LN-, AND SLE-LN+ BY A COMPREHENSIVE ANALYSIS OF BIOINFORMATICS METHODS AND EXECUTED EXPERIMENTAL VALIDATION, AND BINARY LOGISTIC REGRESSION ANALYSIS SHOWED THAT THEY HAVE EXCELLENT POTENTIAL * THESE RESULTS MAY PROVIDE NEW INSIGHTS INTO THE BIOLOGICAL MECHANISMS OF SLE, AND IDENTIFY RELIABLE BIOMARKERS FOR SLE, SLE-LN-, AND SLE-LN+, WHICH MAY CONTRIBUTE TO DIAGNOSIS AND INDIVIDUALIZED TREATMENT.	2023	
                                                                                                                                                                                                                                                            
2 4775  57 NUCLEIC ACID-SENSING AND INTERFERON-INDUCIBLE PATHWAYS SHOW DIFFERENTIAL METHYLATION IN MZ TWINS DISCORDANT FOR LUPUS AND OVEREXPRESSION IN INDEPENDENT LUPUS SAMPLES: IMPLICATIONS FOR PATHOGENIC MECHANISM AND DRUG TARGETING. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC, MULTISYSTEM, AUTOIMMUNE INFLAMMATORY DISEASE WITH GENOMIC AND NON-GENOMIC CONTRIBUTIONS TO RISK. WE HYPOTHESIZE THAT EPIGENETIC FACTORS ARE A SIGNIFICANT CONTRIBUTOR TO SLE RISK AND MAY BE INFORMATIVE FOR IDENTIFYING PATHOGENIC MECHANISMS AND THERAPEUTIC TARGETS. TO TEST THIS HYPOTHESIS WHILE CONTROLLING FOR GENETIC BACKGROUND, WE PERFORMED AN EPIGENOME-WIDE ANALYSIS OF DNA METHYLATION IN GENOMIC DNA FROM WHOLE BLOOD IN THREE PAIRS OF FEMALE MONOZYGOTIC (MZ) TWINS OF EUROPEAN ANCESTRY, DISCORDANT FOR SLE. RESULTS WERE REPLICATED ON THE SAME ARRAY IN FOUR CELL TYPES FROM A SET OF FOUR DANISH FEMALE MZ TWIN PAIRS DISCORDANT FOR SLE. GENES IMPLICATED BY THE EPIGENETIC ANALYSES WERE THEN EVALUATED IN 10 INDEPENDENT SLE GENE EXPRESSION DATASETS FROM THE GENE EXPRESSION OMNIBUS (GEO). THERE WERE 59 DIFFERENTIALLY METHYLATED LOCI BETWEEN UNAFFECTED AND AFFECTED MZ TWINS IN WHOLE BLOOD, INCLUDING 11 NOVEL LOCI. ALL BUT TWO OF THESE LOCI WERE HYPOMETHYLATED IN THE SLE TWINS RELATIVE TO THE UNAFFECTED TWINS. THE GENES HARBORING THESE HYPOMETHYLATED LOCI EXHIBITED INCREASED EXPRESSION IN MULTIPLE INDEPENDENT DATASETS OF SLE PATIENTS. THIS PATTERN WAS LARGELY CONSISTENT REGARDLESS OF DISEASE ACTIVITY, CELL TYPE, OR RENAL TISSUE TYPE. THE GENES PROXIMAL TO CPGS EXHIBITING DIFFERENTIAL METHYLATION (DM) IN THE SLE-DISCORDANT MZ TWINS AND EXHIBITING DIFFERENTIAL EXPRESSION (DE) IN INDEPENDENT SLE GEO COHORTS (DM-DE GENES) CLUSTERED INTO TWO PATHWAYS: THE NUCLEIC ACID-SENSING PATHWAY AND THE TYPE I INTERFERON PATHWAY. THE DM-DE GENES WERE ALSO INFORMATICALLY QUERIED FOR POTENTIAL GENE-DRUG INTERACTIONS, YIELDING A LIST OF 41 DRUGS INCLUDING A KNOWN SLE THERAPY. THE DM-DE GENES DELINEATE TWO IMPORTANT BIOLOGIC PATHWAYS THAT ARE NOT ONLY REFLECTIVE OF THE HETEROGENEITY OF SLE BUT MAY ALSO CORRELATE WITH DISTINCT IFN RESPONSES THAT DEPEND ON THE SOURCE, TYPE, AND LOCATION OF NUCLEIC ACID MOLECULES AND THE ACTIVATED RECEPTORS IN INDIVIDUAL PATIENTS. CELL- AND TISSUE-SPECIFIC ANALYSES WILL BE CRITICAL TO THE UNDERSTANDING OF GENETIC FACTORS DYSREGULATING THE NUCLEIC ACID-SENSING AND IFN PATHWAYS AND WHETHER THESE FACTORS COULD BE APPROPRIATE TARGETS FOR THERAPEUTIC INTERVENTION.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
3  408  61 ANALYSIS OF GENE EXPRESSION AND METHYLATION DATASETS IDENTIFIED ADAMTS9, FKBP5, AND PFKBF3 AS BIOMARKERS FOR OSTEOARTHRITIS. BACKGROUND: OSTEOARTHRITIS (OA) IS A KIND OF CHRONIC OSTEOARTHROPATHY AND DEGENERATIVE JOINT DISEASE. EPIGENETIC REGULATION IN THE GENE EXPRESSION DYNAMICS HAS BECOME INCREASINGLY IMPORTANT IN OA. WE PERFORMED A COMBINED ANALYSIS OF TWO TYPES OF MICROARRAY DATASETS (GENE EXPRESSION AND DNA METHYLATION) TO IDENTIFY METHYLATION-BASED KEY BIOMARKERS TO PROVIDE A BETTER UNDERSTANDING OF MOLECULAR BIOLOGICAL MECHANISMS OF OA. METHODS: WE OBTAINED TWO EXPRESSION PROFILING DATASETS (GSE55235, GSE55457) AND ONE DNA METHYLATION PROFILING DATA SET (GSE63695) FROM THE GENE EXPRESSION OMNIBUS. FIRST, DIFFERENTIALLY EXPRESSED GENES (DEGS) BETWEEN PATIENTS WITH OA AND CONTROLS WERE IDENTIFIED USING THE LIMMA PACKAGE IN R(V3.4.4). THEN, FUNCTION ENRICHMENT ANALYSIS OF DEGS WAS PERFORMED USING A DAVID DATABASE. FOR DNA METHYLATION DATASETS, CHAMP METHYLATION ANALYSIS PACKAGE WAS USED TO IDENTIFY DIFFERENTIAL METHYLATION GENES (DMGS). FINALLY, A COMPREHENSIVE ANALYSIS OF DEGS AND DMGS WAS CONDUCTED TO IDENTIFY GENES THAT EXHIBITED DIFFERENTIAL EXPRESSION AND METHYLATION SIMULTANEOUSLY. RESULTS: WE IDENTIFIED 112 DEGS AND 2,896 DMGS IN PATIENTS WITH OA COMPARED WITH CONTROLS. FUNCTIONAL ANALYSIS OF DEGS OBTAINED THAT INFLAMMATORY RESPONSES, IMMUNE RESPONSES, AND POSITIVE REGULATION OF APOPTOSIS, TUMOR NECROSIS FACTOR (TNF) SIGNALING PATHWAY, AND OSTEOCLAST DIFFERENTIATION MAY BE INVOLVED IN THE PATHOGENESIS OF OA. CROSS-ANALYSIS REVEALED 26 GENES THAT EXHIBITED DIFFERENTIAL EXPRESSION AND METHYLATION IN OA. AMONG THEM, ADAMTS9, FKBP5, AND PFKBF3 WERE IDENTIFIED AS VALUABLE METHYLATION-BASED BIOMARKERS FOR OA. CONCLUSION: IN SUMMARY, OUR STUDY IDENTIFIED DIFFERENT MOLECULAR FEATURES BETWEEN PATIENTS WITH OA AND CONTROLS. THIS MAY PROVIDE NEW CLUES FOR CLARIFYING THE PATHOGENETIC MECHANISMS OF OA.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
4 3056  54 GENOME-WIDE DNA METHYLATION ANALYSIS IMPLICATES ENRICHMENT OF INTERFERON PATHWAY IN AFRICAN AMERICAN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS AND EUROPEAN AMERICANS WITH LUPUS NEPHRITIS. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC, MULTISYSTEM, INFLAMMATORY AUTOIMMUNE DISEASE THAT DISPROPORTIONATELY AFFECTS WOMEN. TRENDS IN SLE PREVALENCE AND CLINICAL COURSE DIFFER BY ANCESTRY, WITH THOSE OF AFRICAN AMERICAN ANCESTRY PRESENTING WITH MORE ACTIVE, SEVERE AND RAPIDLY PROGRESSIVE DISEASE THAN EUROPEAN AMERICANS. PREVIOUS RESEARCH ESTABLISHED ALTERED EPIGENETIC SIGNATURES IN SLE PATIENTS COMPARED TO CONTROLS. HOWEVER, THE CONTRIBUTION OF ABERRANT DNA METHYLATION (DNAM) TO THE RISK OF SLE BY ANCESTRY AND DIFFERENCES AMONG PATIENTS WITH SLE-ASSOCIATED LUPUS NEPHRITIS (LN) HAS NOT BEEN WELL DESCRIBED. WE EVALUATED THE DNA METHYLOMES OF 87 INDIVIDUALS INCLUDING 41 SLE PATIENTS, WITH AND WITHOUT LN, AND 46 CONTROLS ENROLLED IN AN ANCESTRY DIVERSE, WELL-CHARACTERIZED COHORT STUDY OF ESTABLISHED SLE (41 SLE PATIENTS [20 SLE-LN+, 21 SLE-LN-] AND 46 SEX-, RACE- AND AGE-MATCHED CONTROLS; 55% AFRICAN AMERICAN, 45% EUROPEAN AMERICAN). PARTICIPANTS WERE GENOTYPED USING THE INFINIUM GLOBAL DIVERSITY ARRAY (GDA), AND GENETIC ANCESTRY WAS ESTIMATED USING PRINCIPAL COMPONENTS. GENOME-WIDE DNA METHYLATION WAS INITIALLY MEASURED USING THE ILLUMINA METHYLATIONEPIC 850K BEADCHIP ARRAY FOLLOWED BY METHYLATION-SPECIFIC QPCR TO VALIDATE THE METHYLATION STATUS AT PUTATIVE LOCI. DIFFERENTIALLY METHYLATED POSITIONS (DMP) WERE IDENTIFIED USING A CASE-CONTROL APPROACH ADJUSTED FOR ANCESTRY. WE IDENTIFIED A TOTAL OF 51 DMPS IN CPGS AMONG SLE PATIENTS COMPARED TO CONTROLS. GENES PROXIMAL TO THESE CPGS WERE HIGHLY ENRICHED FOR INVOLVEMENT IN TYPE I INTERFERON SIGNALING. DMPS AMONG EUROPEAN AMERICAN SLE PATIENTS WITH LN WERE SIMILAR TO AFRICAN AMERICAN SLE PATIENTS WITH AND WITHOUT LN. OUR FINDINGS WERE VALIDATED USING AN ORTHOGONAL, METHYL-SPECIFIC PCR FOR THREE SLE-ASSOCIATED DMPS NEAR OR PROXIMAL TO MX1, USP18, AND IFITM1. OUR STUDY CONFIRMS PREVIOUS REPORTS THAT DMPS IN CPGS ASSOCIATED WITH SLE ARE ENRICHED IN TYPE I INTERFERON GENES. HOWEVER, WE SHOW THAT EUROPEAN AMERICAN SLE PATIENTS WITH LN HAVE SIMILAR DNAM PATTERNS TO AFRICAN AMERICAN SLE PATIENTS IRRESPECTIVE OF LN, SUGGESTING THAT ABERRANT DNAM ALTERS ACTIVITY OF TYPE I INTERFERON PATHWAY LEADING TO MORE SEVERE DISEASE INDEPENDENT OF ANCESTRY.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
5 3044  44 GENOME-WIDE ANALYSIS OF 5-HMC IN THE PERIPHERAL BLOOD OF SYSTEMIC LUPUS ERYTHEMATOSUS PATIENTS USING AN HMEDIP-CHIP. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC, POTENTIALLY FATAL SYSTEMIC AUTOIMMUNE DISEASE CHARACTERIZED BY THE PRODUCTION OF AUTOANTIBODIES AGAINST A WIDE RANGE OF SELF-ANTIGENS. TO INVESTIGATE THE ROLE OF THE 5-HMC DNA MODIFICATION WITH REGARD TO THE ONSET OF SLE, WE COMPARED THE LEVELS 5-HMC BETWEEN SLE PATIENTS AND NORMAL CONTROLS. WHOLE BLOOD WAS OBTAINED FROM PATIENTS, AND GENOMIC DNA WAS EXTRACTED. USING THE HMEDIP-CHIP ANALYSIS AND VALIDATION BY QUANTITATIVE RT-PCR (RT-QPCR), WE IDENTIFIED THE DIFFERENTIALLY HYDROXYMETHYLATED REGIONS THAT ARE ASSOCIATED WITH SLE. THERE WERE 1,701 GENES WITH SIGNIFICANTLY DIFFERENT 5-HMC LEVELS AT THE PROMOTER REGION IN THE SLE PATIENTS COMPARED WITH THE NORMAL CONTROLS. THE CPG ISLANDS OF 3,826 GENES SHOWED SIGNIFICANTLY DIFFERENT 5-HMC LEVELS IN THE SLE PATIENTS COMPARED WITH THE NORMAL CONTROLS. OUT OF THE DIFFERENTIALLY HYDROXYMETHYLATED GENES, THREE WERE SELECTED FOR VALIDATION, INCLUDING TREX1, CDKN1A AND CDKN1B. THE HYDROXYMETHYLATION LEVELS OF THE THREE GENES WERE CONFIRMED BY RT-QPCR. THE RESULTS SUGGESTED THAT THERE WERE SIGNIFICANT ALTERATIONS OF 5-HMC IN SLE PATIENTS. THUS, THESE DIFFERENTIALLY HYDROXYMETHYLATED GENES MAY CONTRIBUTE TO THE PATHOGENESIS OF SLE. THESE FINDINGS SHOW THE SIGNIFICANCE OF 5-HMC AS A POTENTIAL BIOMARKER OR PROMISING TARGET FOR EPIGENETIC-BASED SLE THERAPIES.	2015	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
6 1508  52 DNA METHYLATION AND MRNA AND MICRORNA EXPRESSION OF SLE CD4+ T CELLS CORRELATE WITH DISEASE PHENOTYPE. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS AN AUTOIMMUNE DISEASE WELL KNOWN FOR ITS CLINICAL HETEROGENEITY, AND ITS ETIOLOGY SECONDARY TO A CROSS-TALK INVOLVING GENETIC PREDISPOSITION AND ENVIRONMENTAL STIMULI. ALTHOUGH GENOME-WIDE ANALYSIS HAS CONTRIBUTED GREATLY TO OUR UNDERSTANDING OF THE GENETIC BASIS OF SLE, THERE IS INCREASING EVIDENCE FOR A ROLE OF EPIGENETICS. INDEED, RECENT DATA HAVE DEMONSTRATED THAT IN PATIENTS WITH SLE, THERE ARE STRIKING ALTERATIONS OF DNA METHYLATION, HISTONE MODIFICATIONS, AND DEREGULATED MICRORNA EXPRESSION, THE SUM OF WHICH CONTRIBUTE TO OVER-EXPRESSION OF SELECT AUTOIMMUNE-RELATED GENES AND LOSS OF TOLERANCE. TO ADDRESS THIS ISSUE AT THE LEVEL OF CLINICAL PHENOTYPE, WE PERFORMED DNA METHYLATION, MRNA AND MICRORNA EXPRESSION SCREENING USING HIGH-THROUGHPUT SEQUENCING OF PURIFIED CD4+ T CELLS FROM PATIENTS WITH SLE, COMPARED TO AGE AND SEX MATCHED CONTROLS. IN PARTICULAR, WE STUDIED 42 PATIENTS WITH SLE AND DIVIDED THIS GROUP INTO THREE CLINICAL PHENOTYPES: A) THE PRESENCE OF SKIN LESIONS WITHOUT SIGNS OF SYSTEMIC PATHOLOGY; B) SKIN LESIONS BUT ALSO CHRONIC RENAL PATHOLOGY; AND C) SKIN LESIONS, CHRONIC RENAL PATHOLOGY AND POLYARTICULAR DISEASE. INTERESTINGLY, AND AS EXPECTED, SEQUENCING DATA REVEALED CHANGES IN DNA METHYLATION IN SLE COMPARED TO CONTROLS. HOWEVER, AND MORE IMPORTANTLY, ALTHOUGH THERE WERE COMMON METHYLATION CHANGES FOUND IN ALL GROUPS OF SLE COMPARED TO CONTROLS, THERE WAS SPECIFIC DNA METHYLATION CHANGES THAT CORRELATED WITH CLINICAL PHENOTYPE. THESE INCLUDED CHANGES IN THE NOVEL KEY TARGET GENES NLRP2, CD300LB AND S1PR3, AS WELL AS CHANGES IN THE CRITICAL PATHWAYS, INCLUDING THE ADHERENS JUNCTION AND LEUKOCYTE TRANSENDOTHELIAL MIGRATION. WE ALSO NOTED THAT A SIGNIFICANT PROPORTION OF GENES UNDERGOING DNA METHYLATION CHANGES WERE INVERSELY CORRELATED WITH GENE EXPRESSION AND THAT MIRNA SCREENING REVEALED THE EXISTENCE OF SUBSETS WITH CHANGES IN EXPRESSION. INTEGRATED ANALYSIS OF THIS DATA HIGHLIGHTS SPECIFIC SETS OF MIRNAS CONTROLLED BY DNA METHYLATION, AND GENES THAT ARE ALTERED BY METHYLATION AND TARGETED BY MIRNAS. IN CONCLUSION, OUR FINDINGS SUGGEST SELECT EPIGENETIC MECHANISMS THAT CONTRIBUTE TO CLINICAL PHENOTYPES AND FURTHER SHED LIGHT ON A NEW VENUE FOR BASIC SLE RESEARCH.	2014	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
7 1571  55 DNA METHYLATION PATTERNS IN CD8(+) T CELLS DISCERN PSORIASIS FROM PSORIATIC ARTHRITIS AND CORRELATE WITH CUTANEOUS DISEASE ACTIVITY. BACKGROUND: PSORIASIS IS A T CELL-MEDIATED CHRONIC AUTOIMMUNE/INFLAMMATORY DISEASE. WHILE SOME PATIENTS EXPERIENCE DISEASE LIMITED TO THE SKIN (SKIN PSORIASIS), OTHERS DEVELOP JOINT INVOLVEMENT (PSORIATIC ARTHRITIS; PSA). IN THE ABSENCE OF DISEASE- AND/OR OUTCOME-SPECIFIC BIOMARKERS, AND AS ARTHRITIS CAN PRECEDE SKIN MANIFESTATIONS, DIAGNOSTIC AND THERAPEUTIC DELAYS ARE COMMON AND CONTRIBUTE TO DISEASE BURDEN AND DAMAGE ACCRUAL. OBJECTIVE: ALTERED EPIGENETIC MARKS, INCLUDING DNA METHYLATION, CONTRIBUTE TO EFFECTOR T CELL PHENOTYPES AND ALTERED CYTOKINE EXPRESSION IN AUTOIMMUNE/INFLAMMATORY DISEASES. THIS PROJECT AIMED AT THE IDENTIFICATION OF DISEASE-/OUTCOME-SPECIFIC DNA METHYLATION SIGNATURES IN CD8(+) T CELLS FROM PATIENTS WITH PSORIASIS AND PSA AS COMPARED TO HEALTHY CONTROLS. METHOD: PERIPHERAL BLOOD CD8(+) T CELLS FROM NINE HEALTHY CONTROLS, 10 PSORIASIS, AND SEVEN PSA PATIENTS WERE COLLECTED TO ANALYZE DNA METHYLATION MARKS USING ILLUMINA HUMAN METHYLATION EPIC BEADCHIPS (>850,000 CPGS PER SAMPLE). BIOINFORMATIC ANALYSIS WAS PERFORMED USING R (MINFI, LIMMA, CHAMP, AND DMRCATE PACKAGES). RESULTS: DNA METHYLATION PROFILES IN CD8(+) T CELLS DIFFERENTIATE HEALTHY CONTROLS FROM PSORIASIS PATIENTS [397 DIFFERENTIALLY METHYLATED POSITIONS (DMPS); 9 DIFFERENTIALLY METHYLATED REGIONS (DMRS) WHEN >/=CPGS PER DMR WERE CONSIDERED; 2 DMRS FOR >/=10 CPGS]. FURTHERMORE, PATIENTS WITH SKIN PSORIASIS CAN BE DISCRIMINATED FROM PSA PATIENTS [1,861 DMPS, 20 DMRS (>/=5 CPGS PER REGION), 4 DMRS (>/=10 CPGS PER REGION)]. GENE ONTOLOGY (GO) ANALYSES CONSIDERING GENES WITH >/=1 DMP IN THEIR PROMOTER DELIVERED METHYLATION DEFECTS IN SKIN PSORIASIS AND PSA PRIMARILY AFFECTING THE BMP SIGNALING PATHWAY AND ENDOPEPTIDASE REGULATOR ACTIVITY, RESPECTIVELY. GO ANALYSIS OF GENES ASSOCIATED WITH DMRS BETWEEN SKIN PSORIASIS AND PSA DEMONSTRATED AN ENRICHMENT OF GABAERGIC NEURON AND CORTEX NEURON DEVELOPMENT PATHWAYS. TREATMENT WITH CYTOKINE BLOCKERS ASSOCIATED WITH DNA METHYLATION CHANGES [2,372 DMPS; 1,907 DMPS WITHIN PROMOTERS, 7 DMRS (>/=5 CPG PER REGIONS)] AFFECTING TRANSFORMING GROWTH FACTOR BETA RECEPTOR AND TRANSMEMBRANE RECEPTOR PROTEIN SERINE/THREONINE KINASE SIGNALING PATHWAYS. LASTLY, A METHYLATION SCORE INCLUDING TNF AND IL-17 PATHWAY ASSOCIATED DMPS INVERSE CORRELATES WITH SKIN DISEASE ACTIVITY SCORES (PASI). CONCLUSION: PATIENTS WITH SKIN PSORIASIS EXHIBIT DNA METHYLATION PATTERNS IN CD8(+) T CELLS THAT ALLOW DIFFERENTIATION FROM PSA PATIENTS AND HEALTHY INDIVIDUALS, AND REFLECT CLINICAL ACTIVITY OF SKIN DISEASE. THUS, DNA METHYLATION PROFILING PROMISES POTENTIAL AS DIAGNOSTIC AND PROGNOSTIC TOOL TO BE USED FOR MOLECULAR PATIENT STRATIFICATION TOWARD INDIVIDUALIZED TREATMENT.	2021	
                                                                           
8 2418  45 EPIGENETIC SIGNATURE OF CHRONIC LOW BACK PAIN IN HUMAN T CELLS. OBJECTIVE: DETERMINE IF CHRONIC LOW BACK PAIN (LBP) IS ASSOCIATED WITH DNA METHYLATION SIGNATURES IN HUMAN T CELLS THAT WILL REVEAL NOVEL MECHANISMS AND POTENTIAL THERAPEUTIC TARGETS AND EXPLORE THE FEASIBILITY OF EPIGENETIC DIAGNOSTIC MARKERS FOR PAIN-RELATED PATHOPHYSIOLOGY. METHODS: GENOME-WIDE DNA METHYLATION ANALYSIS OF 850,000 CPG SITES IN WOMEN AND MEN WITH CHRONIC LBP AND PAIN-FREE CONTROLS WAS PERFORMED. T CELLS WERE ISOLATED (DISCOVERY COHORT, N = 32) AND USED TO IDENTIFY DIFFERENTIALLY METHYLATED CPG SITES, AND GENE ONTOLOGIES AND MOLECULAR PATHWAYS WERE IDENTIFIED. A POLYGENIC DNA METHYLATION SCORE FOR LBP WAS GENERATED IN BOTH WOMEN AND MEN. VALIDATION WAS PERFORMED IN AN INDEPENDENT COHORT (VALIDATION COHORT, N = 63) OF CHRONIC LBP AND HEALTHY CONTROLS. RESULTS: ANALYSIS WITH THE DISCOVERY COHORT REVEALED A TOTAL OF 2,496 AND 419 DIFFERENTIALLY METHYLATED CPGS IN WOMEN AND MEN, RESPECTIVELY. IN WOMEN, MOST OF THESE SITES WERE HYPOMETHYLATED AND ENRICHED IN GENES WITH FUNCTIONS IN THE EXTRACELLULAR MATRIX, IN THE IMMUNE SYSTEM (IE, CYTOKINES), OR IN EPIGENETIC PROCESSES. IN MEN, A UNIQUE CHRONIC LBP DNA METHYLATION SIGNATURE WAS IDENTIFIED CHARACTERIZED BY SIGNIFICANT ENRICHMENT FOR GENES FROM THE MAJOR HISTOCOMPATIBILITY COMPLEX. SEX-SPECIFIC POLYGENIC DNA METHYLATION SCORES WERE GENERATED TO ESTIMATE THE PAIN STATUS OF EACH INDIVIDUAL AND CONFIRMED IN THE VALIDATION COHORT USING PYROSEQUENCING. CONCLUSION: THIS STUDY REVEALS SEX-SPECIFIC DNA METHYLATION SIGNATURES IN HUMAN T CELLS THAT DISCRIMINATES CHRONIC LBP PARTICIPANTS FROM HEALTHY CONTROLS.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
9 1739  52 EARLY DNA METHYLATION CHANGES IN CHILDREN DEVELOPING BETA CELL AUTOIMMUNITY AT A YOUNG AGE. AIMS/HYPOTHESIS: TYPE 1 DIABETES IS A CHRONIC AUTOIMMUNE DISEASE OF COMPLEX AETIOLOGY, INCLUDING A POTENTIAL ROLE FOR EPIGENETIC REGULATION. PREVIOUS EPIGENOMIC STUDIES FOCUSED MAINLY ON CLINICALLY DIAGNOSED INDIVIDUALS. THE AIM OF THE STUDY WAS TO ASSESS EARLY DNA METHYLATION CHANGES ASSOCIATED WITH TYPE 1 DIABETES ALREADY BEFORE THE DIAGNOSIS OR EVEN BEFORE THE APPEARANCE OF AUTOANTIBODIES. METHODS: REDUCED REPRESENTATION BISULPHITE SEQUENCING (RRBS) WAS APPLIED TO STUDY DNA METHYLATION IN PURIFIED CD4(+) T CELL, CD8(+) T CELL AND CD4(-)CD8(-) CELL FRACTIONS OF 226 PERIPHERAL BLOOD MONONUCLEAR CELL SAMPLES LONGITUDINALLY COLLECTED FROM SEVEN TYPE 1 DIABETES-SPECIFIC AUTOANTIBODY-POSITIVE INDIVIDUALS AND CONTROL INDIVIDUALS MATCHED FOR AGE, SEX, HLA RISK AND PLACE OF BIRTH. WE ALSO EXPLORED CORRELATIONS BETWEEN DNA METHYLATION AND GENE EXPRESSION USING RNA SEQUENCING DATA FROM THE SAME SAMPLES. TECHNICAL VALIDATION OF RRBS RESULTS WAS PERFORMED USING PYROSEQUENCING. RESULTS: WE IDENTIFIED 79, 56 AND 45 DIFFERENTIALLY METHYLATED REGIONS IN CD4(+) T CELLS, CD8(+) T CELLS AND CD4(-)CD8(-) CELL FRACTIONS, RESPECTIVELY, BETWEEN TYPE 1 DIABETES-SPECIFIC AUTOANTIBODY-POSITIVE INDIVIDUALS AND CONTROL PARTICIPANTS. THE ANALYSIS OF PRE-SEROCONVERSION SAMPLES IDENTIFIED DNA METHYLATION SIGNATURES AT THE VERY EARLY STAGE OF DISEASE, INCLUDING DIFFERENTIAL METHYLATION AT THE PROMOTER OF IRF5 IN CD4(+) T CELLS. FURTHER, WE VALIDATED RRBS RESULTS USING PYROSEQUENCING AT THE FOLLOWING CPG SITES: CHR19:18118304 IN THE PROMOTER OF ARRDC2; CHR21:47307815 IN THE INTRON OF PCBP3; AND CHR14:81128398 IN THE INTERGENIC REGION NEAR TRAF3 IN CD4(+) T CELLS. CONCLUSIONS/INTERPRETATION: THESE PRELIMINARY RESULTS PROVIDE NOVEL INSIGHTS INTO CELL TYPE-SPECIFIC DIFFERENTIAL EPIGENETIC REGULATION OF GENES, WHICH MAY CONTRIBUTE TO TYPE 1 DIABETES PATHOGENESIS AT THE VERY EARLY STAGE OF DISEASE DEVELOPMENT. SHOULD THESE FINDINGS BE VALIDATED, THEY MAY SERVE AS A POTENTIAL SIGNATURE USEFUL FOR DISEASE PREDICTION AND MANAGEMENT.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
10 3503  44 IDENTIFICATION OF POTENTIAL DIFFERENTIALLY METHYLATED GENE-RELATED BIOMARKERS IN ENDOMETRIOSIS. AIM: TO IDENTIFY EPIGENETIC ALTERATIONS OF DIFFERENTIALLY EXPRESSED GENES AND SCREEN OUT TARGETED THERAPEUTIC DRUGS IN ENDOMETRIOSIS. METHODS: BASED ON THE GENE EXPRESSION OMNIBUS DATABASE AND A SERIES OF BIOLOGICAL INFORMATION ANALYSIS TOOLS, SUPPLEMENTED BY VALIDATION OF CLINICAL SAMPLES, ABERRANT DNA METHYLATION-DRIVEN GENES AND THEIR FUNCTIONS WERE EXPLORED, AS WELL AS POSSIBLE TARGETED DRUGS. RESULTS: THIS STUDY SCREENED OUT A RANGE OF DNA METHYLATION-DRIVEN GENES THAT WERE ASSOCIATED WITH POWERFUL PROPERTIES AND CORRESPONDING PATHWAYS. AMONG THEM, BDNF AND CCL2 WERE KEY GENES IN THE DEVELOPMENT OF ENDOMETRIOSIS. FOUR CHEMICAL AGENTS HAVE BEEN FLAGGED AS POTENTIAL TREATMENTS FOR ENDOMETRIOSIS. CONCLUSION: THESE CANDIDATE GENES AND SMALL-MOLECULE AGENTS MAY BE FURTHER EXPLORED AS POTENTIAL TARGETS AND DRUGS FOR ENDOMETRIOSIS DIAGNOSIS AND THERAPY, RESPECTIVELY.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
11 1345  44 DETECTION OF DIFFERENTIALLY METHYLATED REGIONS USING BAYES FACTOR FOR ORDINAL GROUP RESPONSES. RESEARCHERS IN GENOMICS ARE INCREASINGLY INTERESTED IN EPIGENETIC FACTORS SUCH AS DNA METHYLATION, BECAUSE THEY PLAY AN IMPORTANT ROLE IN REGULATING GENE EXPRESSION WITHOUT CHANGES IN THE DNA SEQUENCE. THERE HAVE BEEN SIGNIFICANT ADVANCES IN DEVELOPING STATISTICAL METHODS TO DETECT DIFFERENTIALLY METHYLATED REGIONS (DMRS) ASSOCIATED WITH BINARY DISEASE STATUS. MOST OF THESE METHODS ARE BEING DEVELOPED FOR DETECTING DIFFERENTIAL METHYLATION RATES BETWEEN CASES AND CONTROLS. WE CONSIDER MULTIPLE SEVERITY LEVELS OF DISEASE, AND DEVELOP A BAYESIAN STATISTICAL METHOD TO DETECT THE REGION WITH INCREASING (OR DECREASING) METHYLATION RATES AS THE DISEASE SEVERITY INCREASES. PATIENTS ARE CLASSIFIED INTO MORE THAN TWO GROUPS, BASED ON THE DISEASE SEVERITY (E.G., STAGES OF CANCER), AND DMRS ARE DETECTED BY USING MOVING WINDOWS ALONG THE GENOME. WITHIN EACH WINDOW, THE BAYES FACTOR IS CALCULATED TO TEST THE HYPOTHESIS OF MONOTONIC INCREASE IN METHYLATION RATES CORRESPONDING TO SEVERITY OF THE DISEASE VERSUS NO DIFFERENCE. A MIXED-EFFECT MODEL IS USED TO INCORPORATE THE CORRELATION OF METHYLATION RATES OF NEARBY CPG SITES IN THE REGION. RESULTS FROM EXTENSIVE SIMULATION INDICATE THAT OUR PROPOSED METHOD IS STATISTICALLY VALID AND REASONABLY POWERFUL. WE DEMONSTRATE OUR APPROACH ON A BISULFITE SEQUENCING DATASET FROM A CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) STUDY.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
12 3069  47 GENOME-WIDE DNA METHYLATION PROFILING IDENTIFIES EPIGENETIC CHANGES IN CD4+ AND CD14+ CELLS OF MULTIPLE SCLEROSIS PATIENTS. MULTIPLE SCLEROSIS (MS) IS A CHRONIC AUTOIMMUNE AND DEGENERATIVE DISEASE OF THE CENTRAL NERVOUS SYSTEM, WHICH DEVELOPS IN GENETICALLY PREDISPOSED INDIVIDUALS UPON EXPOSURE TO ENVIRONMENTAL INFLUENCES. ENVIRONMENTAL TRIGGERS OF MS, SUCH AS VIRAL INFECTIONS OR SMOKING, WERE DEMONSTRATED TO AFFECT DNA METHYLATION, AND THUS TO INVOLVE THIS IMPORTANT EPIGENETIC MECHANISM IN THE DEVELOPMENT OF PATHOLOGICAL PROCESS. TO IDENTIFY MS-ASSOCIATED DNA METHYLATION HALLMARKS, WE PERFORMED GENOME-WIDE DNA METHYLATION PROFILING OF TWO CELL POPULATIONS (CD4+ T-LYMPHOCYTES AND CD14+ MONOCYTES), COLLECTED FROM THE SAME TREATMENT-NAIVE RELAPSING-REMITTING MS PATIENTS AND HEALTHY SUBJECTS, USING ILLUMINA 450 K METHYLATION ARRAYS. WE REVEALED SIGNIFICANT CHANGES IN DNA METHYLATION FOR BOTH CELL POPULATIONS IN MS. IN CD4+ CELLS OF MS PATIENTS THE MAJORITY OF DIFFERENTIALLY METHYLATED POSITIONS (DMPS) WERE SHOWN TO BE HYPOMETHYLATED, WHILE IN CD14+ CELLS - HYPERMETHYLATED. DIFFERENTIAL METHYLATION OF HLA-DRB1 GENE IN CD4+ AND CD14+ CELLS WAS ASSOCIATED WITH CARRIAGE OF DRB1*15 ALLELE INDEPENDENTLY FROM THE DISEASE STATUS. BESIDES, ABOUT 20% OF IDENTIFIED DMPS WERE SHARED BETWEEN TWO CELL POPULATIONS AND HAD THE SAME DIRECTION OF METHYLATION CHANGES; THEY MAY BE INVOLVED IN BASIC EPIGENETIC PROCESSES OCCURING IN MS. THESE FINDINGS SUGGEST THAT THE EPIGENETIC MECHANISM OF DNA METHYLATION IN IMMUNE CELLS CONTRIBUTES TO MS; FURTHER STUDIES ARE NOW REQUIRED TO VALIDATE THESE RESULTS AND UNDERSTAND THEIR FUNCTIONAL SIGNIFICANCE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
13 1500  48 DNA METHYLATION ANALYSIS OF CD4+ T CELLS IN PATIENTS WITH PSORIASIS. PSORIASIS IS A CHRONIC INFLAMMATORY SKIN DISEASE THAT IS CHARACTERIZED BY ABERRANT CROSS-TALK BETWEEN KERATINOCYTES AND IMMUNE CELLS SUCH AS CD4+ T CELLS, RESULTING IN KERATINOCYTE HYPERPROLIFERATION IN THE EPIDERMIS. DNA METHYLATION, ONE OF SEVERAL EPIGENETIC MECHANISMS, PLAYS AN IMPORTANT ROLE IN GENE EXPRESSION WITHOUT CHANGING THE DNA SEQUENCE. SEVERAL STUDIES HAVE SUGGESTED THE INVOLVEMENT OF EPIGENETIC REGULATION IN SKIN LESIONS FROM PATIENTS WITH PSORIASIS. IN THIS STUDY, WE INVESTIGATED THE GENOME-WIDE DNA METHYLATION STATUS OF CD4+ T CELLS IN PATIENTS WITH PSORIASIS COMPARED WITH HEALTHY SUBJECTS USING METHYLATED DNA IMMUNOPRECIPITATION SEQUENCING (MEDIP-SEQ). THE RESULTS OF MEDIP-SEQ SHOWED THAT THE GLOBAL METHYLATION VALUES OF CD4+ T CELLS ARE HIGHER IN PATIENTS WITH PSORIASIS THAN IN HEALTHY CONTROLS, PARTICULARLY IN THE PROMOTER REGIONS. AMONG THE MOST HYPERMETHYLATED GENES IN THE PROMOTER REGIONS, WE SELECTED THE GENES WHOSE EXPRESSION IS SIGNIFICANTLY REDUCED IN THE CD4+ T CELLS OF PSORIASIS PATIENTS. STUDIES USING THE METHYLATION INHIBITOR 5-AZACYTIDINE IN VITRO METHYLATION ASSAYS HAVE SHOWN THAT THE DIFFERENTIAL EXPRESSION LEVELS WERE ASSOCIATED WITH THE METHYLATION STATUS OF EACH GENE. BISULFITE SEQUENCING OF THE TRANSCRIPTION START REGION OF PHOSPHATIDIC ACID PHOSPHATASE TYPE 2 DOMAIN CONTAINING 3 (PPAPDC3), ONE OF THE SELECTED GENES, SHOWED HYPERMETHYLATION IN THE CD4+ T CELLS OF PSORIASIS PATIENTS. THESE RESULTS SUGGESTED THAT THE METHYLATION STATUS, WHICH IS IDENTIFIED BY MEDIP-SEQ OF THE GENES, WAS CORRELATED WITH THE MRNA EXPRESSION LEVEL OF THE GENES. COLLECTIVELY, THE DNA METHYLATION STATUS IN CD4+ T CELLS MIGHT BE ASSOCIATED WITH THE PATHOGENESIS OF PSORIASIS.	2014	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
14 2920  47 GENE-SET ANALYSIS IS SEVERELY BIASED WHEN APPLIED TO GENOME-WIDE METHYLATION DATA. MOTIVATION: DNA METHYLATION IS AN EPIGENETIC MARK THAT CAN STABLY REPRESS GENE EXPRESSION. BECAUSE OF ITS BIOLOGICAL AND CLINICAL SIGNIFICANCE, SEVERAL METHODS HAVE BEEN DEVELOPED TO COMPARE GENOME-WIDE PATTERNS OF METHYLATION BETWEEN GROUPS OF SAMPLES. THE APPLICATION OF GENE SET ANALYSIS TO IDENTIFY RELEVANT GROUPS OF GENES THAT ARE ENRICHED FOR DIFFERENTIALLY METHYLATED GENES IS OFTEN A MAJOR COMPONENT OF THE ANALYSIS OF THESE DATA. THIS CAN BE USED, FOR EXAMPLE, TO IDENTIFY PROCESSES OR PATHWAYS THAT ARE PERTURBED IN DISEASE DEVELOPMENT. WE SHOW THAT GENE-SET ANALYSIS, AS IT IS TYPICALLY APPLIED TO GENOME-WIDE METHYLATION ASSAYS, IS SEVERELY BIASED AS A RESULT OF DIFFERENCES IN THE NUMBERS OF CPG SITES ASSOCIATED WITH DIFFERENT CLASSES OF GENES AND GENE PROMOTERS. RESULTS: WE DEMONSTRATE THIS BIAS USING PUBLISHED DATA FROM A STUDY OF DIFFERENTIAL CPG ISLAND METHYLATION IN LUNG CANCER AND A DATASET WE GENERATED TO STUDY METHYLATION CHANGES IN PATIENTS WITH LONG-STANDING ULCERATIVE COLITIS. WE SHOW THAT SEVERAL OF THE GENE SETS THAT SEEM ENRICHED WOULD ALSO BE IDENTIFIED WITH RANDOMIZED DATA. WE SUGGEST TWO EXISTING APPROACHES THAT CAN BE ADAPTED TO CORRECT THE BIAS. ACCOUNTING FOR THE BIAS IN THE LUNG CANCER AND ULCERATIVE COLITIS DATASETS PROVIDES NOVEL BIOLOGICAL INSIGHTS INTO THE ROLE OF METHYLATION IN CANCER DEVELOPMENT AND CHRONIC INFLAMMATION, RESPECTIVELY. OUR RESULTS HAVE SIGNIFICANT IMPLICATIONS FOR MANY PREVIOUS GENOME-WIDE METHYLATION STUDIES THAT HAVE DRAWN CONCLUSIONS ON THE BASIS OF SUCH STRONGLY BIASED ANALYSIS. CONTACT: CATHAL.SEOIGHE@NUIGALWAY.IE SUPPLEMENTARY INFORMATION: SUPPLEMENTARY DATA ARE AVAILABLE AT BIOINFORMATICS ONLINE.	2013	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
15 1297  43 DECREASED MRNA EXPRESSION LEVELS OF DNA METHYLTRANSFERASES TYPE 1 AND 3A IN SYSTEMIC LUPUS ERYTHEMATOSUS. OBJECTIVES: SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC RELAPSING AUTOIMMUNE DISEASE CHARACTERIZED BY THE PRESENCE OF AUTOANTIBODIES DIRECTED AGAINST NUCLEAR ANTIGENS AND BY CHRONIC INFLAMMATION. ALTHOUGH THE ETIOLOGY OF SLE REMAINS UNCLEAR, THE INFLUENCE OF ENVIRONMENT FACTORS, WHICH IS LARGELY REFLECTED BY THE EPIGENETIC MECHANISMS, WITH DNA METHYLATION CHANGES IN PARTICULAR, IS GENERALLY CONSIDERED AS MAIN PLAYERS IN THE PATHOGENESIS OF SLE. WE STUDIED DNA METHYLTRANSFERASES' (DNMTS) TYPE 1, 3A AND 3B TRANSCRIPT LEVELS IN PERIPHERAL BLOOD MONONUCLEAR CELLS FROM PATIENTS DIAGNOSED WITH SYSTEMIC LUPUS ERYTHEMATOSUS AND FROM THE HEALTHY CONTROL SUBJECTS. FURTHERMORE, THE ASSOCIATION OF DNMT1, DNMT3A, AND DNMT3B MRNA LEVELS WITH GENDER, AGE, AND MAJOR CLINICAL MANIFESTATIONS WAS ANALYZED. METHODS: PERIPHERAL BLOOD MONONUCLEAR CELLS (PBMCS) WERE ISOLATED FROM 32 SLE PATIENTS AND 40 HEALTHY CONTROLS. REVERSE TRANSCRIPTION AND REAL-TIME QUANTITATIVE POLYMERASE CHAIN REACTION (RT-QPCR) ANALYSES WERE USED TO DETERMINE DNMT1, DNMT3A, AND DNMT3B MRNA EXPRESSION LEVELS. RESULTS: SIGNIFICANTLY LOWER DNMT1 (P = 0.015543) AND DNMT3A (P = 0.003652) TRANSCRIPT LEVELS IN SLE PATIENTS WERE OBSERVED COMPARED WITH HEALTHY CONTROLS. NEVERTHELESS, THE DNMT3B MRNA EXPRESSION LEVELS WERE MARKEDLY LOWER COMPARED WITH DNMT1 AND DNMT3A, BOTH IN PBMCS FROM AFFECTED PATIENTS AND THOSE FROM CONTROL SUBJECTS. FURTHERMORE, THE DNMT1 TRANSCRIPT LEVELS WERE POSITIVELY CORRELATED WITH SLE DISEASE ACTIVITY INDEX (SLEDAI) (R (S) = 0.4087, P = 0.020224), WHILE THE DNMT3A TRANSCRIPT LEVELS WERE NEGATIVELY CORRELATED WITH PATIENTS AGE (R (S) = -0.3765, P = 0.03369). CONCLUSIONS: OUR ANALYSES CONFIRMED THE IMPORTANCE OF EPIGENETIC ALTERATIONS IN SLE ETIOLOGY. MOREOVER, OUR RESULTS SUGGEST THAT THE PRESENCE OF SOME CLINICAL MANIFESTATIONS, SUCH AS PHOTOTOSENSITIVITY AND ARTHRITIS, MIGHT BE ASSOCIATED WITH THE DYSREGULATION OF DNA METHYLTRANSFERASES' MRNA EXPRESSION LEVELS.	2017	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
16  353  41 ALTERED LEVELS OF IMMUNE-REGULATORY MICRORNAS IN PLASMA SAMPLES OF PATIENTS WITH LUPUS NEPHRITIS. INTRODUCTION: LUPUS NEPHRITIS (LN) IS A MAJOR CAUSE OF MORTALITY AND MORBIDITY IN THE PATIENTS WITH LUPUS, A CHRONIC AUTOIMMUNE DISEASE. THE ROLE OF GENETIC AND EPIGENETIC FACTORS IS EMPHASIZED IN THE PATHOGENESIS OF LN. THE AIM OF THE PRESENT STUDY WAS TO EVALUATE THE LEVELS OF IMMUNE-REGULATORY MICRORNAS (E.G., MIR-31, MIR-125A, MIR-142-3P, MIR-146A, AND MIR-155) IN PLASMA SAMPLES OF PATIENTS WITH LN. METHODS: IN THIS STUDY, 26 PATIENTS WITH LN AND 26 HEALTHY INDIVIDUALS WERE INCLUDED. THE PLASMA LEVELS OF THE MICRORNAS WERE EVALUATED BY A QUANTITATIVE REAL-TIME PCR. MOREOVER, THE CORRELATION OF CIRCULATING PLASMA MICRORNAS WITH DISEASE ACTIVITY AND PATHOLOGICAL FINDINGS ALONG WITH THEIR ABILITY TO DISTINGUISH PATIENTS WITH LN WERE ASSESSED. RESULTS: PLASMA LEVELS OF MIR-125A (P = 0.048), MIR-146A (P = 0.005), AND MIR-155 (P< 0.001) WERE SIGNIFICANTLY HIGHER IN COMPARISON BETWEEN THE CASES AND CONTROLS. THE PLASMA LEVEL OF MIR-146A SIGNIFICANTLY CORRELATED WITH THE LEVEL OF ANTI-DOUBLE STRAND-DNA ANTIBODY AND PROTEINURIA. MOREOVER, THERE WAS A SIGNIFICANT CORRELATION BETWEEN MIR-142-3P LEVELS AND DISEASE CHRONICITY AND ACTIVITY INDEX (P <0.05). THE MULTIVARIATE ROC CURVE ANALYSIS INDICATED THE PLASMA CIRCULATING MIR-125A, MIR-142-3P, MIR-146, AND MIR-155 TOGETHER COULD DISCRIMINATE MOST OF THE PATIENTS WITH LN FROM CONTROLS WITH AREA AN UNDER CURVE (AUC) OF 0.89 [95% CI, 0.80-0.98, P<0.001], 88% SENSITIVITY, AND 78% SPECIFICITY. CONCLUSION: BASED ON THE FINDINGS OF THE PRESENT STUDY, THE STUDIED MICRORNAS MAY BE INVOLVED IN THE PATHOGENESIS AND DEVELOPMENT OF LN AND HAVE THE POTENTIAL TO BE USED AS DIAGNOSTIC AND THERAPEUTIC MARKERS IN LN.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
17  348  50 ALTERED DNA METHYLATION IS ASSOCIATED WITH ABERRANT GENE EXPRESSION IN PARENCHYMAL BUT NOT AIRWAY FIBROBLASTS ISOLATED FROM INDIVIDUALS WITH COPD. BACKGROUND: CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) IS A HETEROGENEOUS DISEASE OF THE LUNGS THAT IS CURRENTLY THE FOURTH LEADING CAUSE OF DEATH WORLDWIDE. GENETIC FACTORS ACCOUNT FOR ONLY A SMALL AMOUNT OF COPD RISK, BUT EPIGENETIC MECHANISMS, INCLUDING DNA METHYLATION, HAVE THE POTENTIAL TO MEDIATE THE INTERACTIONS BETWEEN AN INDIVIDUAL'S GENETICS AND ENVIRONMENTAL EXPOSURE. DNA METHYLATION IS HIGHLY CELL TYPE-SPECIFIC, AND INDIVIDUAL CELL TYPE STUDIES OF DNA METHYLATION IN COPD ARE SPARSE. FIBROBLASTS ARE PRESENT WITHIN THE AIRWAY AND PARENCHYMA OF THE LUNG AND CONTRIBUTE TO THE ABERRANT DEPOSITION OF EXTRACELLULAR MATRIX IN COPD. NO ASSESSMENT OR COMPARISON OF GENOME-WIDE DNA METHYLATION PROFILES IN THE AIRWAY AND PARENCHYMAL FIBROBLASTS FROM INDIVIDUALS WITH AND WITHOUT COPD HAS BEEN UNDERTAKEN. THESE DATA PROVIDE VALUABLE INSIGHT INTO THE MOLECULAR MECHANISMS CONTRIBUTING TO COPD AND THE DIFFERING PATHOLOGIES OF SMALL AIRWAYS DISEASE AND EMPHYSEMA IN COPD. METHODS: GENOME-WIDE DNA METHYLATION WAS EVALUATED AT OVER 485,000 CPG SITES USING THE ILLUMINA INFINIUM HUMANMETHYLATION450 BEADCHIP ARRAY IN THE AIRWAY (NON-COPD N = 8, COPD N = 7) AND PARENCHYMAL FIBROBLASTS (NON-COPD N = 17, COPD N = 29) ISOLATED FROM INDIVIDUALS WITH AND WITHOUT COPD. TARGETED GENE EXPRESSION WAS ASSESSED BY QPCR IN MATCHED RNA SAMPLES. RESULTS: DIFFERENTIALLY METHYLATED DNA REGIONS WERE IDENTIFIED BETWEEN CELLS ISOLATED FROM INDIVIDUALS WITH AND WITHOUT COPD IN BOTH AIRWAY AND PARENCHYMAL FIBROBLASTS. ONLY IN PARENCHYMAL FIBROBLASTS WAS DIFFERENTIAL DNA METHYLATION ASSOCIATED WITH DIFFERENTIAL GENE EXPRESSION. A SECOND ANALYSIS OF DIFFERENTIAL DNA METHYLATION VARIABILITY IDENTIFIED 359 INDIVIDUAL DIFFERENTIALLY VARIABLE CPG SITES IN PARENCHYMAL FIBROBLASTS. NO DIFFERENTIALLY VARIABLE CPG SITES WERE IDENTIFIED IN THE AIRWAY FIBROBLASTS. FIVE DIFFERENTIALLY VARIABLE-METHYLATED CPG SITES, ASSOCIATED WITH THREE GENES, WERE SUBSEQUENTLY ASSESSED FOR GENE EXPRESSION DIFFERENCES. TWO GENES (OAT AND GRIK2) DISPLAYED SIGNIFICANTLY INCREASED GENE EXPRESSION IN CELLS ISOLATED FROM INDIVIDUALS WITH COPD. CONCLUSIONS: DIFFERENTIAL AND VARIABLE DNA METHYLATION WAS ASSOCIATED WITH COPD STATUS IN THE PARENCHYMAL FIBROBLASTS BUT NOT AIRWAY FIBROBLASTS. ABERRANT DNA METHYLATION WAS ASSOCIATED WITH ALTERED GENE EXPRESSION IMPARTING BIOLOGICAL FUNCTION TO DNA METHYLATION CHANGES. CHANGES IN DNA METHYLATION ARE THEREFORE IMPLICATED IN THE MOLECULAR MECHANISMS UNDERLYING COPD PATHOGENESIS AND MAY REPRESENT NOVEL THERAPEUTIC TARGETS.	2018	
                                                                                                                                                                                                                                      
18 1570  56 DNA METHYLATION PATTERNS IN CD4(+) T-CELLS SEPARATE PSORIASIS PATIENTS FROM HEALTHY CONTROLS, AND SKIN PSORIASIS FROM PSORIATIC ARTHRITIS. BACKGROUND: PSORIASIS IS AN AUTOIMMUNE/INFLAMMATORY DISORDER PRIMARILY AFFECTING THE SKIN. CHRONIC JOINT INFLAMMATION TRIGGERS THE DIAGNOSIS OF PSORIATIC ARTHRITIS (PSA) IN APPROXIMATELY ONE-THIRD OF PSORIASIS PATIENTS. ALTHOUGH JOINT DISEASE TYPICALLY FOLLOWS THE ONSET OF SKIN PSORIASIS, IN AROUND 15% OF CASES IT IS THE INITIAL PRESENTATION, WHICH CAN RESULT IN DIAGNOSTIC DELAYS. THE PATHOPHYSIOLOGICAL MECHANISMS UNDERLYING PSORIASIS AND PSA ARE NOT YET FULLY UNDERSTOOD, BUT THERE IS EVIDENCE POINTING TOWARDS EPIGENETIC DYSREGULATION INVOLVING CD4(+) AND CD8(+) T-CELLS. OBJECTIVES: THE AIM OF THIS STUDY WAS TO INVESTIGATE DISEASE-ASSOCIATED DNA METHYLATION PATTERNS IN CD4(+) T-CELLS FROM PSORIASIS AND PSA PATIENTS THAT MAY REPRESENT POTENTIAL DIAGNOSTIC AND/OR PROGNOSTIC BIOMARKERS. METHODS: PBMCS WERE COLLECTED FROM 12 PATIENTS WITH CHRONIC PLAQUE PSORIASIS AND 8 PSA PATIENTS, AND 8 HEALTHY CONTROLS. CD4(+) T-CELLS WERE SEPARATED THROUGH FACS SORTING, AND DNA METHYLATION PROFILING WAS PERFORMED (ILLUMINA EPIC850K ARRAYS). BIOINFORMATIC ANALYSES, INCLUDING GENE ONTOLOGY (GO) AND KEGG PATHWAY ANALYSIS, WERE PERFORMED USING R. TO IDENTIFY GENES UNDER THE CONTROL OF INTERFERON (IFN), THE INTERFEROME DATABASE WAS CONSULTED, AND DNA METHYLATION SCORES WERE CALCULATED. RESULTS: NUMBERS AND PROPORTIONS OF CD4(+) T-CELL SUBSETS (NAIVE, CENTRAL MEMORY, EFFECTOR MEMORY, CD45RA RE-EXPRESSING EFFECTOR MEMORY CELLS) DID NOT VARY BETWEEN CONTROLS, SKIN PSORIASIS AND PSA PATIENTS. 883 DIFFERENTIALLY METHYLATED POSITIONS (DMPS) AFFECTING 548 GENES WERE IDENTIFIED BETWEEN CONTROLS AND "ALL" PSORIASIS PATIENTS. PRINCIPAL COMPONENT AND PARTIAL LEAST-SQUARES DISCRIMINANT ANALYSIS SEPARATED CONTROLS FROM SKIN PSORIASIS AND PSA PATIENTS. GO ANALYSIS CONSIDERING PROMOTER DMPS DELIVERED HYPERMETHYLATION OF GENES INVOLVED IN "REGULATION OF WOUND HEALING, SPREADING OF EPIDERMAL CELLS", "NEGATIVE REGULATION OF CELL-SUBSTRATE JUNCTION ORGANIZATION" AND "NEGATIVE REGULATION OF FOCAL ADHESION ASSEMBLY". COMPARING CONTROLS AND "ALL" PSORIASIS, A MAJORITY OF DMPS MAPPED TO IFN-RELATED GENES (69.2%). NOTABLY, DNA METHYLATION PROFILES ALSO DISTINGUISHED SKIN PSORIASIS FROM PSA PATIENTS (2,949 DMPS/1,084 GENES) THROUGH GENES AFFECTING "CAMP-DEPENDENT PROTEIN KINASE INHIBITOR ACTIVITY" AND "CAMP-DEPENDENT PROTEIN KINASE REGULATOR ACTIVITY". TREATMENT WITH CYTOKINE INHIBITORS (IL-17/TNF) CORRECTED DNA METHYLATION PATTERNS OF IL-17/TNF-ASSOCIATED GENES, AND METHYLATION SCORES CORRELATED WITH SKIN DISEASE ACTIVITY SCORES (PASI). CONCLUSION: DNA METHYLATION PROFILES IN CD4(+) T-CELLS DISCRIMINATE BETWEEN SKIN PSORIASIS AND PSA. DNA METHYLATION SIGNATURES MAY BE APPLIED FOR QUANTIFICATION OF DISEASE ACTIVITY AND PATIENT STRATIFICATION TOWARDS INDIVIDUALIZED TREATMENT.	2023	

19 2079  39 EPIGENETIC DNA METHYLATION CHANGES ASSOCIATED WITH HEADACHE CHRONIFICATION: A RETROSPECTIVE CASE-CONTROL STUDY. BACKGROUND THE BIOLOGICAL MECHANISMS OF HEADACHE CHRONIFICATION ARE POORLY UNDERSTOOD. WE AIMED TO IDENTIFY CHANGES IN DNA METHYLATION ASSOCIATED WITH THE TRANSFORMATION FROM EPISODIC TO CHRONIC HEADACHE. METHODS PARTICIPANTS WERE RECRUITED FROM THE POPULATION-BASED NORWEGIAN HUNT STUDY. THIRTY-SIX FEMALE HEADACHE PATIENTS WHO TRANSFORMED FROM EPISODIC TO CHRONIC HEADACHE BETWEEN BASELINE AND FOLLOW-UP 11 YEARS LATER WERE MATCHED AGAINST 35 CONTROLS WITH EPISODIC HEADACHE. DNA METHYLATION WAS QUANTIFIED AT 485,000 CPG SITES, AND CHANGES IN METHYLATION LEVEL AT THESE SITES WERE COMPARED BETWEEN CASES AND CONTROLS BY LINEAR REGRESSION ANALYSIS. DATA WERE ANALYZED IN TWO STAGES (STAGES 1 AND 2) AND IN A COMBINED META-ANALYSIS. RESULTS NONE OF THE TOP 20 CPG SITES IDENTIFIED IN STAGE 1 REPLICATED IN STAGE 2 AFTER MULTIPLE TESTING CORRECTION. IN THE COMBINED META-ANALYSIS THE STRONGEST ASSOCIATED CPG SITES WERE RELATED TO SH2D5 AND NPTX2, TWO BRAIN-EXPRESSED GENES INVOLVED IN THE REGULATION OF SYNAPTIC PLASTICITY. FUNCTIONAL ENRICHMENT ANALYSIS POINTED TO PROCESSES INCLUDING CALCIUM ION BINDING AND ESTROGEN RECEPTOR PATHWAYS. CONCLUSION IN THIS FIRST GENOME-WIDE STUDY OF DNA METHYLATION IN HEADACHE CHRONIFICATION SEVERAL POTENTIALLY IMPLICATED LOCI AND PROCESSES WERE IDENTIFIED. THE STUDY EXEMPLIFIES THE USE OF PROSPECTIVELY COLLECTED POPULATION COHORTS TO SEARCH FOR EPIGENETIC MECHANISMS OF DISEASE.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
20 3079  55 GENOME-WIDE METHYLATION AND EXPRESSION ANALYSES REVEAL THE EPIGENETIC LANDSCAPE OF IMMUNE-RELATED DISEASES FOR TOBACCO SMOKING. BACKGROUND: SMOKING IS A MAJOR CAUSAL RISK FACTOR FOR LUNG CANCER, CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD), CARDIOVASCULAR DISEASE (CVD), AND IS THE MAIN PREVENTABLE CAUSE OF DEATHS IN THE WORLD. THE COMPONENTS OF CIGARETTE SMOKE ARE INVOLVED IN IMMUNE AND INFLAMMATORY PROCESSES, WHICH MAY INCREASE THE PREVALENCE OF CIGARETTE SMOKE-RELATED DISEASES. HOWEVER, THE UNDERLYING MOLECULAR MECHANISMS LINKING SMOKING AND DISEASES HAVE NOT BEEN WELL EXPLORED. THIS STUDY WAS AIMED TO DEPICT A GLOBAL MAP OF DNA METHYLATION AND GENE EXPRESSION CHANGES INDUCED BY TOBACCO SMOKING AND TO EXPLORE THE MOLECULAR MECHANISMS BETWEEN SMOKING AND HUMAN DISEASES THROUGH WHOLE-GENOME BISULFITE SEQUENCING (WGBS) AND RNA-SEQUENCING (RNA-SEQ). RESULTS: WE PERFORMED WGBS ON 72 SAMPLES (36 SMOKERS AND 36 NONSMOKERS) AND RNA-SEQ ON 75 SAMPLES (38 SMOKERS AND 37 NONSMOKERS), AND CYTOKINE IMMUNOASSAY ON PLASMA FROM 22 MALES (9 SMOKERS AND 13 NONSMOKERS) WHO WERE RECRUITED FROM THE CITY OF JINCHENG IN CHINA. BY COMPARING THE DATA OF THE TWO GROUPS, WE DISCOVERED A GENOME-WIDE METHYLATION LANDSCAPE OF DIFFERENTIALLY METHYLATED REGIONS (DMRS) ASSOCIATED WITH SMOKING. FUNCTIONAL ENRICHMENT ANALYSES REVEALED THAT BOTH SMOKING-RELATED HYPER-DMR GENES (DMGS) AND HYPO-DMGS WERE RELATED TO SYNAPSE-RELATED PATHWAYS, WHEREAS THE HYPO-DMGS WERE SPECIFICALLY RELATED TO CANCER AND ADDICTION. THE DIFFERENTIALLY EXPRESSED GENES (DEGS) REVEALED BY RNA-SEQ ANALYSIS WERE SIGNIFICANTLY ENRICHED IN THE "IMMUNOSUPPRESSION" PATHWAY. CORRELATION ANALYSIS OF DMRS WITH THEIR CORRESPONDING GENE EXPRESSION SHOWED THAT GENES AFFECTED BY TOBACCO SMOKING WERE MOSTLY RELATED TO IMMUNE SYSTEM DISEASES. FINALLY, BY COMPARING CYTOKINE CONCENTRATIONS BETWEEN SMOKERS AND NONSMOKERS, WE FOUND THAT VASCULAR ENDOTHELIAL GROWTH FACTOR (VEGF) WAS SIGNIFICANTLY UPREGULATED IN SMOKERS. CONCLUSIONS: IN SUM, WE FOUND THAT SMOKING-INDUCED DMRS HAVE DIFFERENT DISTRIBUTION PATTERNS IN HYPERMETHYLATED AND HYPOMETHYLATED AREAS BETWEEN SMOKERS AND NONSMOKERS. WE FURTHER IDENTIFIED AND VERIFIED SMOKING-RELATED DMGS AND DEGS THROUGH MULTI-OMICS INTEGRATION ANALYSIS OF DNA METHYLOME AND TRANSCRIPTOME DATA. THESE FINDINGS PROVIDE US A COMPREHENSIVE GENOMIC MAP OF THE MOLECULAR CHANGES INDUCED BY SMOKING WHICH WOULD ENHANCE OUR UNDERSTANDING OF THE HARMS OF SMOKING AND ITS RELATIONSHIP WITH DISEASES.	2021