1 1586 157 DNA METHYLATION PROFILING IDENTIFIES EPIGENETIC DIFFERENCES BETWEEN EARLY VERSUS LATE STAGES OF DIABETIC CHRONIC KIDNEY DISEASE. BACKGROUND: WE INVESTIGATED A CROSS-SECTIONAL EPIGENOME-WIDE ASSOCIATION STUDY OF PATIENTS WITH EARLY AND LATE DIABETES-ASSOCIATED CHRONIC KIDNEY DISEASE (CKD) TO IDENTIFY POSSIBLE EPIGENETIC DIFFERENCES BETWEEN THE TWO GROUPS AS WELL AS CHANGES IN METHYLATION ACROSS ALL STAGES OF DIABETIC CKD. WE ALSO EVALUATED THE POTENTIAL OF USING A PANEL OF IDENTIFIED 5'-C-PHOSPHATE-G-3' (CPG) SITES FROM THIS COHORT TO PREDICT THE PROGRESSION OF DIABETIC CKD. METHODS: THIS CROSS-SECTIONAL STUDY RECRUITED 119 ADULTS. DNA WAS EXTRACTED FROM BLOOD USING THE QIAGEN QIAAMPDNA MINI SPIN KIT. GENOME-WIDE METHYLATION ANALYSIS WAS PERFORMED USING ILLUMINA INFINIUM METHYLATIONEPIC BEADCHIPS (HM850K). INTENSITY DATA FILES WERE PROCESSED AND ANALYSED USING THE MINFI AND MISSMETHYL PACKAGES FOR R. WE EXAMINED THE DEGREE OF METHYLATION OF CPG SITES IN EARLY VERSUS LATE DIABETIC CKD PATIENTS FOR CPG SITES WITH AN UNADJUSTED P-VALUE <0.01 AND AN ABSOLUTE CHANGE IN METHYLATION OF 5% (N = 239 CPG SITES). RESULTS: HIERARCHICAL CLUSTERING OF THE 239 CPG SITES LARGELY SEPARATED THE TWO GROUPS. A HEAT MAP FOR ALL 239 CPG SITES DEMONSTRATED DISTINCT METHYLATION PATTERNS IN THE EARLY VERSUS LATE GROUPS, WITH CPG SITES SHOWING EVIDENCE OF PROGRESSIVE CHANGE. BASED ON OUR DIFFERENTIALLY METHYLATED REGION (DMR) ANALYSIS OF THE 239 CPG SITES, WE HIGHLIGHTED TWO DMRS, NAMELY THE CYSTEINE-RICH SECRETORY PROTEIN 2 (CRISP2) AND PIWI-LIKE RNA-MEDIATED GENE SILENCING 1 (PIWIL1) GENES. THE BEST PREDICTABILITY FOR THE TWO GROUPS INVOLVED A RECEIVER OPERATING CHARACTERISTICS CURVE OF EIGHT CPG SITES ALONE AND ACHIEVED AN AREA UNDER THE CURVE OF 0.976. CONCLUSIONS: WE HAVE IDENTIFIED DISTINCT DNA METHYLATION PATTERNS BETWEEN EARLY AND LATE DIABETIC CKD PATIENTS AS WELL AS DEMONSTRATED NOVEL FINDINGS OF POTENTIAL PROGRESSIVE METHYLATION CHANGES ACROSS ALL STAGES (1-5) OF DIABETIC CKD AT SPECIFIC CPG SITES. WE HAVE ALSO IDENTIFIED ASSOCIATED GENES CRISP2 AND PIWIL1, WHICH MAY HAVE THE POTENTIAL TO ACT AS STAGE-SPECIFIC DIABETES-ASSOCIATED CKD MARKERS, AND SHOWED THAT THE USE OF A PANEL OF EIGHT IDENTIFIED CPG SITES ALONE HELPS TO INCREASE THE PREDICTABILITY FOR THE TWO GROUPS.	2021	
        
2 6080  49 THE EFFECT OF DNA METHYLATION IN THE DEVELOPMENT AND PROGRESSION OF CHRONIC KIDNEY DISEASE IN THE GENERAL POPULATION: AN EPIGENOME-WIDE ASSOCIATION STUDY USING THE KOREAN GENOME AND EPIDEMIOLOGY STUDY DATABASE. BACKGROUND: ALTHOUGH KNOWLEDGE OF THE GENETIC FACTORS INFLUENCING KIDNEY DISEASE IS INCREASING, EPIGENETIC PROFILES, WHICH ARE ASSOCIATED WITH CHRONIC KIDNEY DISEASE (CKD), HAVE NOT BEEN FULLY ELUCIDATED. WE SOUGHT TO IDENTIFY THE DNA METHYLATION STATUS OF CPG SITES ASSOCIATED WITH REDUCED KIDNEY FUNCTION AND EXAMINE WHETHER THE IDENTIFIED CPG SITES ARE ASSOCIATED WITH CKD DEVELOPMENT. METHOD: WE ANALYZED DNA METHYLATION PATTERNS OF 440 PARTICIPANTS IN THE KOREAN GENOME AND EPIDEMIOLOGY STUDY (KOGES) WITH ESTIMATED GLOMERULAR FILTRATION RATES (EGFRS) >/= 60 ML/MIN/1.73 M(2) AT BASELINE. CKD DEVELOPMENT WAS DEFINED AS A DECREASE IN THE EGFR OF <60 AT ANY TIME DURING AN 8-YEAR FOLLOW-UP PERIOD ("CKD PREDICTION" ANALYSIS). IN ADDITION, AMONG THE 440 PARTICIPANTS, 49 PARTICIPANTS WHO UNDERWENT A SECOND METHYLATION PROFILING WERE ASSESSED FOR AN ASSOCIATION BETWEEN A DECLINE IN KIDNEY FUNCTION AND CHANGES IN THE DEGREE OF METHYLATION OF CPG SITES DURING THE 8 YEARS ("KIDNEY FUNCTION SLOPE" ANALYSIS). RESULTS: IN THE CKD PREDICTION ANALYSIS, METHYLATION PROFILES OF A TOTAL OF 403,129 CPG SITES WERE EVALUATED AT BASELINE IN 440 PARTICIPANTS, AND INCREASED AND DECREASED METHYLATION OF 268 AND 189 CPG SITES, RESPECTIVELY, WERE SIGNIFICANTLY CORRELATED WITH THE DEVELOPMENT OF CKD IN MULTIVARIABLE LOGISTIC REGRESSION. DURING KIDNEY FUNCTION SLOPE ANALYSIS USING FOLLOW-UP METHYLATION PROFILES OF 49 PARTICIPANTS, THE PERCENT METHYLATION CHANGES IN 913 CPG SITES SHOWED A LINEAR RELATIONSHIP WITH THE PERCENT CHANGE IN EGFR DURING 8 YEARS. DURING FUNCTIONAL ENRICHMENT ANALYSES FOR SIGNIFICANT CPG SITES FOUND IN THE CKD PREDICTION AND KIDNEY FUNCTION SLOPE ANALYSES, WE FOUND THAT THOSE CPG SITES REPRESENTED MAPK, PI3K/AKT, AND RAP1 PATHWAYS. IN ADDITION, THREE CPG SITES FROM THREE GENES, NPHS2, CHCHD4, AND AHR, WERE FOUND TO BE SIGNIFICANT IN THE CKD PREDICTION ANALYSIS AND RELATED TO A DECLINE IN KIDNEY FUNCTION. CONCLUSION: IT IS SUGGESTED THAT DNA METHYLATION ON SPECIFIC GENES IS ASSOCIATED WITH THE DEVELOPMENT OF CKD AND THE DETERIORATION OF KIDNEY FUNCTION.	2023	
        
3  274  40 AGE-RELATED CHANGES IN DNA METHYLATION AFFECT RENAL HISTOLOGY AND POST-TRANSPLANT FIBROSIS. DURING AGEING, KIDNEY FUNCTION DECREASES DUE TO RENAL TUBULAR ATROPHY, INTERSTITIAL FIBROSIS, GLOMERULOSCLEROSIS AND ARTERIOSCLEROSIS. RECENTLY, CHANGES IN DNA METHYLATION WERE SHOWN TO CONTRIBUTE TO VARIOUS AGEING PROCESSES. HOWEVER, IT IS UNKNOWN WHETHER SUCH CHANGES ALSO CONTRIBUTE TO AGE-RELATED KIDNEY DYSFUNCTION. TO ASSESS THIS, WE PROFILED GENOME-WIDE CHANGES IN DNA METHYLATION (OVER 800 000 CPG SITES) IN 95 RENAL BIOPSIES OBTAINED PRIOR TO KIDNEY TRANSPLANTATION FROM DONORS AGED 16 TO 73 YEARS. DONOR AGE SIGNIFICANTLY ASSOCIATED WITH THE METHYLATION OF 92 778 CPGS (FALSE DISCOVERY RATE UNDER 0.05), CORRESPONDING TO 10 285 DIFFERENTIALLY METHYLATED REGIONS. THESE REGIONS WERE MOST FREQUENTLY LOCATED IN GENES INVOLVED IN THE WNT/BETA-CATENIN SIGNALING PATHWAY. USING AN INDEPENDENT COHORT OF 67 BIOPSIES, WE AUTONOMOUSLY VALIDATED THESE FINDINGS. INTERESTINGLY, THE METHYLATION STATUS OF THESE 92 778 AGE-RELATED CPGS WAS ASSOCIATED WITH GLOMERULOSCLEROSIS (34.4% OF CPGS AT A FALSE DISCOVERY RATE UNDER 0.05) AND INTERSTITIAL FIBROSIS (0.9%) AND GRAFT FUNCTION AT ONE YEAR AFTER TRANSPLANTATION, BUT NOT WITH TUBULAR ATROPHY AND ARTERIOSCLEROSIS. NO ASSOCIATION WAS OBSERVED WITH ANY OF THESE PATHOLOGIES AT THE TIME OF TRANSPLANTATION (0% AT A FALSE DISCOVERY RATE UNDER 0.05). THUS, AGE-ASSOCIATED CHANGES IN DNA METHYLATION AT THE TIME OF TRANSPLANTATION PREDICT FUTURE INJURY OF TRANSPLANTED KIDNEYS. SPECIFICALLY, OUR EPIGENOME-WIDE ASSOCIATION STUDY DEMONSTRATES THAT EPIGENETIC RENAL AGEING IS IMPLICATED IN PROGRESSIVE FIBROSIS IN BOTH THE GLOMERULUS AND THE INTERSTITIUM.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
4 2079  44 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
5 1444  54 DIFFERENTIALLY HYPOMETHYLATED CELL-FREE DNA AND CORONARY COLLATERAL CIRCULATION. BACKGROUND: THE FACTORS AFFECTING CARDIOPROTECTIVE COLLATERAL CIRCULATION ARE STILL INCOMPLETELY UNDERSTOOD. RECENTLY, CHARACTERISTICS, SUCH AS CPG METHYLATION OF CELL-FREE DNA (CFDNA), HAVE BEEN REPORTED AS MARKERS WITH CLINICAL UTILITY. THE AIM OF THIS STUDY WAS TO EVALUATE WHETHER CFDNA METHYLATION PATTERNS ARE ASSOCIATED WITH THE GRADE OF CORONARY COLLATERAL CIRCULATION (CCC). RESULT: IN THIS CASE-CONTROL STUDY, CLINICAL AND ANGIOGRAPHIC DATA WERE OBTAINED FROM 143 PATIENTS (MEAN AGE, 58 YEARS, MALE 71%) WITH CHRONIC TOTAL CORONARY OCCLUSION. ENZYMATIC METHYL-SEQUENCING (EM-SEQ) LIBRARIES WERE PREPARED USING THE CFDNA EXTRACTED FROM THE PLASMA. DATA WERE PROCESSED TO OBTAIN THE AVERAGE METHYLATION FRACTION (AMF) TABLES OF GENOMIC REGIONS FROM WHICH BLACKLISTED REGIONS WERE REMOVED. UNSUPERVISED ANALYSIS OF THE OBTAINED AMF VALUES SHOWED THAT SOME OF THE CHANGES IN METHYLATION WERE DUE TO CCC. THROUGH RANDOM FOREST PREPARATION PROCESS, 256 DIFFERENTIALLY METHYLATED REGION (DMR) CANDIDATES SHOWING STRONG ASSOCIATION WITH CCC WERE SELECTED. A RANDOM FOREST CLASSIFIER WAS THEN CONSTRUCTED, AND THE AREA UNDER THE CURVE OF THE RECEIVER OPERATING CHARACTERISTIC CURVE INDICATED AN APPROPRIATE PREDICTIVE FUNCTION FOR CCC. FINALLY, 20 DMRS WERE IDENTIFIED TO HAVE SIGNIFICANTLY DIFFERENT AMF VALUES BETWEEN THE GOOD AND POOR CCC GROUPS. PARTICULARLY, THE GOOD CCC GROUP EXHIBITED HYPOMETHYLATED DMRS. PATHWAY ANALYSIS REVEALED FIVE PATHWAYS, INCLUDING TGF-BETA SIGNALING, TO BE ASSOCIATED WITH GOOD CCC. CONCLUSION: THESE DATA HAVE DEMONSTRATED THAT DIFFERENTIAL HYPOMETHYLATION WAS IDENTIFIED IN DOZENS OF CFDNA REGIONS IN PATIENTS WITH GOOD CCC. OUR RESULTS SUPPORT THE CLINICAL UTILITY OF NONINVASIVELY OBTAINED EPIGENETIC SIGNATURES FOR PREDICTING COLLATERAL CIRCULATION IN PATIENTS WITH VASCULAR DISEASES.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                           
6 1345  43 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
7 1910  51 ENRICHMENT OF GENOMIC PATHWAYS BASED ON DIFFERENTIAL DNA METHYLATION PROFILES ASSOCIATED WITH KNEE OSTEOARTHRITIS PAIN. OUR STUDY AIMED TO IDENTIFY DIFFERENTIALLY METHYLATED REGIONS (I.E., GENOMIC REGION WHERE MULTIPLE ADJACENT CPG SITES SHOW DIFFERENTIAL METHYLATION) AND THEIR ENRICHED GENOMIC PATHWAYS ASSOCIATED WITH KNEE OSTEOARTHRITIS PAIN (KOA). WE RECRUITED COGNITIVELY HEALTHY MIDDLE TO OLDER AGED (AGE 45-85) ADULTS WITH (N = 182) AND WITHOUT (N = 31) SELF-REPORTED KOA PAIN. WE ALSO EXTRACTED DNA FROM PERIPHERAL BLOOD THAT WAS ANALYZED USING METHYLATIONEPIC ARRAYS. THE R PACKAGE MINFI (ARYEE ET AL., 2014) WAS USED TO PERFORM METHYLATION DATA PREPROCESSING AND QUALITY CONTROL. TO INVESTIGATE BIOLOGICAL PATHWAYS IMPACTED BY DIFFERENTIAL METHYLATION, WE PERFORMED PATHWAY ENRICHMENT ANALYSIS USING INGENUITY PATHWAY ANALYSIS (IPA) TO IDENTIFY CANONICAL PATHWAYS AND UPSTREAM REGULATORS. ANNOTATED GENES WITHIN +/- 5 KB OF THE PUTATIVE DIFFERENTIALLY METHYLATED REGIONS (DMRS, P < 0.05) WERE SUBJECTED TO THE IPA ANALYSIS. THERE WAS NO SIGNIFICANT DIFFERENCE IN AGE, SEX, STUDY SITE BETWEEN NO PAIN AND PAIN GROUP (P > 0.05). NON-HISPANIC BLACK INDIVIDUALS WERE OVERREPRESENTED IN THE PAIN GROUP (P = 0.003). AT RAW P < 0.05 CUTOFF, WE IDENTIFIED A TOTAL OF 19,710 CPG PROBES, INCLUDING 13,951 HYPERMETHYLATED CPG PROBES, FOR WHICH DNA METHYLATION LEVEL WAS HIGHER IN THE GROUPS WITH HIGHEST PAIN GRADES. WE ALSO IDENTIFIED 5,759 HYPOMETHYLATED CPG PROBES FOR WHICH DNA METHYLATION LEVEL WAS LOWER IN THE PAIN GROUPS WITH HIGHER PAIN GRADES. IPA REVEALED THAT PAIN-RELATED DMRS WERE ENRICHED ACROSS MULTIPLE PATHWAYS AND UPSTREAM REGULATORS. THE TOP 10 CANONICAL PATHWAYS WERE LINKED TO CELLULAR SIGNALING PROCESSES RELATED TO IMMUNE RESPONSES (I.E., ANTIGEN PRESENTATION, PD-1, PD-L1 CANCER IMMUNOTHERAPY, B CELL DEVELOPMENT, IL-4 SIGNALING, TH1 AND TH2 ACTIVATION PATHWAY, AND PHAGOSOME MATURATION). MOREOVER, IN TERMS OF UPSTREAM REGULATORS, NDUFAF3 WAS THE MOST SIGNIFICANT (P = 8.6E-04) UPSTREAM REGULATOR. OUR FINDINGS SUPPORT PREVIOUS PRELIMINARY WORK SUGGESTING THE IMPORTANCE OF EPIGENETIC REGULATION OF THE IMMUNE SYSTEM IN KNEE PAIN AND THE NEED FOR FUTURE WORK TO UNDERSTAND THE EPIGENETIC CONTRIBUTIONS TO CHRONIC PAIN.	2022	
                                                        
8  382  51 AN EPIGENOME-WIDE STUDY OF BODY MASS INDEX AND DNA METHYLATION IN BLOOD USING PARTICIPANTS FROM THE SISTER STUDY COHORT. BACKGROUND/OBJECTIVES: THE RELATIONSHIP BETWEEN OBESITY AND CHRONIC DISEASE RISK IS WELL-ESTABLISHED; THE UNDERLYING BIOLOGICAL MECHANISMS DRIVING THIS RISK INCREASE MAY INCLUDE OBESITY-RELATED EPIGENETIC MODIFICATIONS. TO EXPLORE THIS HYPOTHESIS, WE CONDUCTED A GENOME-WIDE ANALYSIS OF DNA METHYLATION AND BODY MASS INDEX (BMI) USING DATA FROM A SUBSET OF WOMEN IN THE SISTER STUDY. SUBJECTS/METHODS: THE SISTER STUDY IS A COHORT OF 50 884 US WOMEN WHO HAD A SISTER WITH BREAST CANCER BUT WERE FREE OF BREAST CANCER THEMSELVES AT ENROLLMENT. STUDY PARTICIPANTS COMPLETED EXAMINATIONS WHICH INCLUDED MEASUREMENTS OF HEIGHT AND WEIGHT, AND PROVIDED BLOOD SAMPLES. BLOOD DNA METHYLATION DATA GENERATED WITH THE ILLUMINA INFINIUM HUMANMETHYLATION27 BEADCHIP ARRAY COVERING 27,589 CPG SITES WAS AVAILABLE FOR 871 WOMEN FROM A PRIOR STUDY OF BREAST CANCER AND DNA METHYLATION. TO IDENTIFY DIFFERENTIALLY METHYLATED CPG SITES ASSOCIATED WITH BMI, WE ANALYZED THIS METHYLATION DATA USING ROBUST LINEAR REGRESSION WITH ADJUSTMENT FOR AGE AND CASE STATUS. FOR THOSE CPGS PASSING THE FALSE DISCOVERY RATE SIGNIFICANCE LEVEL, WE EXAMINED THE ASSOCIATION IN A REPLICATION SET COMPRISED OF A NON-OVERLAPPING GROUP OF 187 WOMEN FROM THE SISTER STUDY WHO HAD DNA METHYLATION DATA GENERATED USING THE INFINIUM HUMANMETHYLATION450 BEADCHIP ARRAY. ANALYSIS OF THIS EXPANDED 450 K ARRAY IDENTIFIED ADDITIONAL BMI-ASSOCIATED SITES WHICH WERE INVESTIGATED WITH TARGETED PYROSEQUENCING. RESULTS: FOUR CPG SITES REACHED GENOME-WIDE SIGNIFICANCE (FALSE DISCOVERY RATE (FDR) Q<0.05) IN THE DISCOVERY SET AND ASSOCIATIONS FOR ALL FOUR WERE SIGNIFICANT AT STRICT BONFERRONI CORRECTION IN THE REPLICATION SET. AN ADDITIONAL 23 SITES PASSED FDR IN THE REPLICATION SET AND FIVE WERE REPLICATED BY PYROSEQUENCING IN THE DISCOVERY SET. SEVERAL OF THE GENES IDENTIFIED INCLUDING ANGPT4, RORC, SOCS3, FSD2, XYLT1, ABCG1, STK39, ASB2 AND CRHR2 HAVE BEEN LINKED TO OBESITY AND OBESITY-RELATED CHRONIC DISEASES. CONCLUSIONS: OUR FINDINGS SUPPORT THE HYPOTHESIS THAT OBESITY-RELATED EPIGENETIC DIFFERENCES ARE DETECTABLE IN BLOOD AND MAY BE RELATED TO RISK OF CHRONIC DISEASE.	2017	
                                         
9 1537  37 DNA METHYLATION IN ADOLESCENTS WITH ANXIETY DISORDER: A LONGITUDINAL STUDY. ANXIETY DISORDERS (AD) TYPICALLY MANIFEST IN CHILDREN AND ADOLESCENTS AND MIGHT PERSIST INTO ADULTHOOD. HOWEVER, THERE ARE STILL FEW DATA CONCERNING EPIGENETIC MECHANISMS ASSOCIATED WITH ONSET, PERSISTENCE OR REMISSION OF AD OVER TIME. WE INVESTIGATED A COHORT OF ADOLESCENTS AND YOUNG ADULTS AT BASELINE (AGE; 13.19 +/- 2.38) AND AFTER 5 YEARS AND CLASSIFIED THEM ACCORDING TO THE AD DIAGNOSIS AND THEIR LONGITUDINAL TRAJECTORIES INTO 4 GROUPS: (1) TYPICALLY DEVELOPING COMPARISONS (TDC; CONTROL GROUP, N = 14); (2) INCIDENT (AD IN THE SECOND EVALUATION ONLY, N = 11); (3) PERSISTENT (AD IN BOTH EVALUATIONS, N = 14) AND (4) REMITTENT (AD IN THE FIRST EVALUATION ONLY, N = 8). DNA METHYLATION WAS EVALUATED WITH THE INFINIUM HUMANMETHYLATION450 BEADCHIP FROM SALIVA SAMPLES COLLECTED AT BOTH EVALUATIONS. GENE SET ENRICHMENT ANALYSIS WAS APPLIED TO CONSIDER BIOLOGICAL PATHWAYS. WE FOUND DECREASED DNA METHYLATION IN TDC GROUP WHILE THE CHRONIC CASES OF AD PRESENTED HYPERMETHYLATION IN CENTRAL NERVOUS SYSTEM DEVELOPMENT PATHWAYS. MOREOVER, WE SHOWED THAT THIS PERSISTENT GROUP ALSO PRESENTED HYPERMETHYLATION WHILE THE OTHER THREE GROUPS WERE ASSOCIATED WITH HYPOMETHYLATION IN NERVOUS SYSTEM DEVELOPMENT PATHWAY. INCIDENCE AND REMISSION GROUPS WERE ASSOCIATED WITH INCREASED AND DECREASED METHYLATION IN NEURON DEVELOPMENT PATHWAYS, RESPECTIVELY. LARGER STUDIES ARE LIKELY TO DETECT SPECIFIC GENES RELEVANT TO AD.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
10 1271  37 CYTOSINE METHYLATION PREDICTS RENAL FUNCTION DECLINE IN AMERICAN INDIANS. DIABETIC NEPHROPATHY ACCOUNTS FOR MOST OF THE EXCESS MORTALITY IN INDIVIDUALS WITH DIABETES, BUT THE MOLECULAR MECHANISMS BY WHICH NEPHROPATHY DEVELOPS ARE LARGELY UNKNOWN. HERE WE TESTED CYTOSINE METHYLATION LEVELS AT 397,063 GENOMIC CPG SITES FOR ASSOCIATION WITH DECLINE IN THE ESTIMATED GLOMERULAR FILTRATION RATE (EGFR) OVER A SIX YEAR PERIOD IN 181 DIABETIC PIMA INDIANS. METHYLATION LEVELS AT 77 SITES SHOWED SIGNIFICANT ASSOCIATION WITH EGFR DECLINE AFTER CORRECTION FOR MULTIPLE COMPARISONS. A MODEL INCLUDING METHYLATION LEVEL AT TWO PROBES (CG25799291 AND CG22253401) IMPROVED PREDICTION OF EGFR DECLINE IN ADDITION TO BASELINE EGFR AND THE ALBUMIN TO CREATININE RATIO WITH THE PERCENT OF VARIANCE EXPLAINED SIGNIFICANTLY IMPROVING FROM 23.1% TO 42.2%. CG22253401 WAS ALSO SIGNIFICANTLY ASSOCIATED WITH EGFR DECLINE IN A CASE-CONTROL STUDY DERIVED FROM THE CHRONIC RENAL INSUFFICIENCY COHORT. PROBES AT WHICH METHYLATION SIGNIFICANTLY ASSOCIATED WITH EGFR DECLINE WERE LOCALIZED TO GENE REGULATORY REGIONS AND ENRICHED FOR GENES WITH METABOLIC FUNCTIONS AND APOPTOSIS. THREE OF THE 77 PROBES THAT WERE ASSOCIATED WITH EGFR DECLINE IN BLOOD SAMPLES SHOWED DIRECTIONALLY CONSISTENT AND SIGNIFICANT ASSOCIATION WITH FIBROSIS IN MICRODISSECTED HUMAN KIDNEY TISSUE, AFTER CORRECTION FOR MULTIPLE COMPARISONS. THUS, CYTOSINE METHYLATION LEVELS MAY PROVIDE BIOMARKERS OF DISEASE PROGRESSION IN DIABETIC NEPHROPATHY AND EPIGENETIC VARIATIONS CONTRIBUTE TO THE DEVELOPMENT OF DIABETIC KIDNEY DISEASE.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
11 2488  43 EPIGENETICALLY DYSREGULATED GENES AND PATHWAYS IMPLICATED IN THE PATHOGENESIS OF NON-SYNDROMIC HIGH MYOPIA. MYOPIA, COMMONLY REFERRED TO AS NEARSIGHTEDNESS, IS ONE OF THE MOST COMMON CAUSES OF VISUAL DISABILITY THROUGHOUT THE WORLD. IT AFFECTS MORE PEOPLE WORLDWIDE THAN ANY OTHER CHRONIC VISUAL IMPAIRMENT CONDITION. ALTHOUGH THE PREVALENCE VARIES AMONG VARIOUS ETHNIC GROUPS, THE INCIDENCE OF MYOPIA IS INCREASING IN ALL POPULATIONS ACROSS GLOBE. THUS, IT IS CONSIDERED A PRESSING PUBLIC HEALTH PROBLEM. BOTH GENETICS AND ENVIRONMENT PLAY A ROLE IN DEVELOPMENT OF MYOPIA. TO ELUCIDATE THE EPIGENETIC MECHANISM(S) UNDERLYING THE PATHOPHYSIOLOGY OF HIGH-MYOPIA, WE CONDUCTED METHYLATION PROFILING IN 18 CASES AND 18 MATCHED CONTROLS (AGED 4-12 YEARS), USING ILLUMINA METHYLATIONEPIC BEADCHIPS ARRAY. THE DEGREE OF MYOPIA WAS VARIABLE AMONG SUBJECTS, RANGING FROM -6 TO -15D. WE IDENTIFIED 1541 HYPERMETHYLATED CPGS, REPRESENTING 1745 GENES (2.0-FOLD OR HIGHER) (FALSE DISCOVERY RATE (FDR) P </= 0.05), MULTIPLE CPGS WERE P < 5 X 10(-8) WITH A RECEIVER OPERATING CHARACTERISTIC AREA UNDER THE CURVE (ROC-AUC) >/= 0.75 IN HIGH-MYOPIA SUBJECTS COMPARED TO CONTROLS. AMONG THESE, 48 CPGS HAD EXCELLENT CORRELATION (AUC >/= 0.90). HEREIN, WE PRESENT THE FIRST GENOME-WIDE DNA METHYLATION ANALYSIS IN A UNIQUE HIGH-MYOPIA COHORT, SHOWING EXTENSIVE AND DISCRETE METHYLATION CHANGES RELATIVE TO CONTROLS. THE GENES WE IDENTIFIED HOLD SIGNIFICANT POTENTIAL AS TARGETS FOR NOVEL THERAPEUTIC INTERVENTION EITHER ALONE, OR IN COMBINATION.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
12 1739  49 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	
                                                                                                                                                                                  
13 2633  45 EPIGENOME-WIDE DNA METHYLATION PATTERNS ASSOCIATED WITH FATIGUE IN PRIMARY SJOGREN'S SYNDROME. OBJECTIVE: CHRONIC FATIGUE IS A COMMON, DISABLING AND POORLY UNDERSTOOD PHENOMENON. RECENT STUDIES INDICATE THAT EPIGENETIC MECHANISMS MAY BE INVOLVED IN THE EXPRESSION OF FATIGUE, A PROMINENT FEATURE OF PRIMARY SS (PSS). THE AIM OF THIS STUDY WAS TO INVESTIGATE WHETHER DNA METHYLATION PROFILES OF WHOLE BLOOD ARE ASSOCIATED WITH FATIGUE IN PATIENTS WITH PSS. METHODS: FORTY-EIGHT PSS PATIENTS WITH HIGH (N = 24) OR LOW (N = 24) FATIGUE AS MEASURED BY A VISUAL ANALOGUE SCALE WERE INCLUDED. GENOME-WIDE DNA METHYLATION WAS INVESTIGATED USING THE ILLUMINA HUMANMETHYLATION450 BEADCHIP ARRAY. AFTER QUALITY CONTROL, A TOTAL OF 383 358 CYTOSINE-PHOSPHATE-GUANINE (CPG) SITES REMAINED FOR FURTHER ANALYSIS. AGE, SEX AND DIFFERENTIAL CELL COUNT ESTIMATES WERE INCLUDED AS COVARIATES IN THE ASSOCIATION MODEL. A FALSE DISCOVERY RATE-CORRECTED P < 0.05 WAS CONSIDERED SIGNIFICANT, AND A CUT-OFF OF 3% AVERAGE DIFFERENCE IN METHYLATION LEVELS BETWEEN HIGH- AND LOW-FATIGUE PATIENTS WAS APPLIED. RESULTS: A TOTAL OF 251 DIFFERENTIALLY METHYLATED CPG SITES WERE ASSOCIATED WITH FATIGUE. THE CPG SITE WITH THE MOST PRONOUNCED HYPOMETHYLATION IN PSS HIGH FATIGUE ANNOTATED TO THE SBF2-ANTISENSE RNA1 GENE. THE MOST DISTINCT HYPERMETHYLATION WAS OBSERVED AT A CPG SITE ANNOTATED TO THE LYMPHOTOXIN ALPHA GENE. FUNCTIONAL PATHWAY ANALYSIS OF GENES WITH DIFFERENTLY METHYLATED CPG SITES IN SUBJECTS WITH HIGH VS LOW FATIGUE REVEALED ENRICHMENT IN SEVERAL PATHWAYS ASSOCIATED WITH INNATE AND ADAPTIVE IMMUNITY. CONCLUSION: SOME GENES INVOLVED IN REGULATION OF THE IMMUNE SYSTEM AND IN INFLAMMATION ARE DIFFERENTLY METHYLATED IN PSS PATIENTS WITH HIGH VS LOW FATIGUE. THESE FINDINGS POINT TO FUNCTIONAL NETWORKS THAT MAY UNDERLIE FATIGUE. EPIGENETIC CHANGES COULD CONSTITUTE A FATIGUE-REGULATING MECHANISM IN PSS.	2016	
                                                                                                                                                                                                                                                                                                                                                                                                                       
14 6547  48 TRANSCRIPTOMICS OF LONG-TERM MEDITATION PRACTICE: EVIDENCE FOR PREVENTION OR REVERSAL OF STRESS EFFECTS HARMFUL TO HEALTH. BACKGROUND AND OBJECTIVES: STRESS CAN OVERLOAD ADAPTIVE MECHANISMS, LEADING TO EPIGENETIC EFFECTS HARMFUL TO HEALTH. RESEARCH ON THE REVERSAL OF THESE EFFECTS IS IN ITS INFANCY. EARLY RESULTS SUGGEST SOME MEDITATION TECHNIQUES HAVE HEALTH BENEFITS THAT GROW WITH REPEATED PRACTICE. THIS STUDY FOCUSED ON POSSIBLE TRANSCRIPTOMIC EFFECTS OF 38 YEARS OF TWICE-DAILY TRANSCENDENTAL MEDITATION((R)) (TM((R))) PRACTICE. MATERIALS AND METHODS: FIRST, USING ILLUMINA((R)) BEADCHIP MICROARRAY TECHNOLOGY, DIFFERENCES IN GLOBAL GENE EXPRESSION IN PERIPHERAL BLOOD MONONUCLEAR CELLS (PBMCS) WERE SOUGHT BETWEEN HEALTHY PRACTITIONERS AND TIGHTLY MATCHED CONTROLS (N = 12, AGE 65). SECOND, THESE MICROARRAY RESULTS WERE VERIFIED ON A SUBSET OF GENES USING QUANTITATIVE POLYMERASE CHAIN REACTION (QPCR) AND WERE VALIDATED USING QPCR IN LARGER TM AND CONTROL GROUPS (N = 45, AGE 63). BIOINFORMATICS INVESTIGATION EMPLOYED INGENUITY((R)) PATHWAY ANALYSIS (IPA((R))), DAVID, GENOMATIX, AND R PACKAGES. RESULTS: THE 200 GENES AND LOCI FOUND TO MEET STRICT CRITERIA FOR DIFFERENTIAL EXPRESSION IN THE MICROARRAY EXPERIMENT SHOWED CONTRASTING PATTERNS OF EXPRESSION THAT DISTINGUISHED THE TWO GROUPS. DIFFERENTIAL EXPRESSION RELATING TO IMMUNE FUNCTION AND ENERGY EFFICIENCY WERE MOST APPARENT. IN THE TM GROUP, RELATIVE TO THE CONTROL, ALL 49 GENES ASSOCIATED WITH INFLAMMATION WERE DOWNREGULATED, WHILE GENES ASSOCIATED WITH ANTIVIRAL AND ANTIBODY COMPONENTS OF THE DEFENSE RESPONSE WERE UPREGULATED. THE LARGEST EXPRESSION DIFFERENCES WERE SHOWN BY SIX GENES RELATED TO ERYTHROCYTE FUNCTION THAT APPEARED TO REFLECT A CONDITION OF LOWER ENERGY EFFICIENCY IN THE CONTROL GROUP. RESULTS SUPPORTING THESE GENE EXPRESSION DIFFERENCES WERE OBTAINED WITH QPCR-MEASURED EXPRESSION BOTH IN THE WELL-MATCHED MICROARRAY GROUPS AND IN THE LARGER, LESS WELL-MATCHED GROUPS. CONCLUSIONS: THESE FINDINGS ARE CONSISTENT WITH PREDICTIONS BASED ON RESULTS FROM EARLIER RANDOMIZED TRIALS OF MEDITATION AND MAY PROVIDE EVIDENCE FOR STRESS-RELATED MOLECULAR MECHANISMS UNDERLYING REDUCTIONS IN ANXIETY, POST-TRAUMATIC STRESS DISORDER (PTSD), CARDIOVASCULAR DISEASE (CVD), AND OTHER CHRONIC DISORDERS AND DISEASES.	2021	

15 1493  42 DNA HYPERMETHYLATION AND DNA HYPOMETHYLATION IS PRESENT AT DIFFERENT LOCI IN CHRONIC KIDNEY DISEASE. GENETIC RISK FACTORS FOR CHRONIC KIDNEY DISEASE (CKD) ARE BEING IDENTIFIED THROUGH INTERNATIONAL COLLABORATIONS. BY COMPARISON, EPIGENETIC RISK FACTORS FOR CKD HAVE ONLY RECENTLY BEEN CONSIDERED USING POPULATION-BASED APPROACHES. DNA METHYLATION IS A MAJOR EPIGENETIC MODIFICATION THAT IS ASSOCIATED WITH COMPLEX DISEASES, SO WE INVESTIGATED METHYLOME-WIDE LOCI FOR ASSOCIATION WITH CKD. A TOTAL OF 485,577 UNIQUE FEATURES WERE EVALUATED IN 255 INDIVIDUALS WITH CKD (CASES) AND 152 INDIVIDUALS WITHOUT EVIDENCE OF RENAL DISEASE (CONTROLS). FOLLOWING STRINGENT QUALITY CONTROL, RAW DATA WERE QUANTILE NORMALIZED AND BETA VALUES CALCULATED TO REFLECT THE METHYLATION STATUS AT EACH SITE. THE DIFFERENCE IN METHYLATION STATUS WAS EVALUATED BETWEEN CASES AND CONTROLS WITH RESULTANT P VALUES ADJUSTED FOR MULTIPLE TESTING. GENES WITH SIGNIFICANTLY INCREASED AND DECREASED LEVELS OF DNA METHYLATION WERE CONSIDERED FOR BIOLOGICAL RELEVANCE BY FUNCTIONAL ENRICHMENT ANALYSIS USING KEGG PATHWAYS IN PARTEK GENOMICS SUITE. TWENTY-THREE GENES, WHERE MORE THAN ONE CPG PER LOCI WAS IDENTIFIED WITH PADJUSTED<10(-8), DEMONSTRATED SIGNIFICANT METHYLATION CHANGES ASSOCIATED WITH CKD AND ADDITIONAL SUPPORT FOR THESE ASSOCIATED LOCI WAS SOUGHT FROM PUBLISHED LITERATURE. STRONG BIOLOGICAL CANDIDATES FOR CKD THAT SHOWED STATISTICALLY SIGNIFICANT DIFFERENTIAL METHYLATION INCLUDE CUX1, ELMO1, FKBP5, INHBA-AS1, PTPRN2, AND PRKAG2 GENES; SEVERAL GENES ARE DIFFERENTIALLY METHYLATED IN KIDNEY TISSUE AND RNA-SEQ SUPPORTS A FUNCTIONAL ROLE FOR DIFFERENTIAL METHYLATION IN ELMO1 AND PRKAG2 GENES. THIS STUDY REPORTS THE LARGEST, MOST COMPREHENSIVE, GENOME-WIDE QUANTITATIVE EVALUATION OF DNA METHYLATION FOR ASSOCIATION WITH CKD. EVIDENCE CONFIRMING METHYLATION SITES INFLUENCE DEVELOPMENT OF CKD WOULD STIMULATE RESEARCH TO IDENTIFY EPIGENETIC THERAPIES THAT MIGHT BE CLINICALLY USEFUL FOR CKD.	2014	
                                                                                                                                                                                                                                                                                                                                 
16 2418  40 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
17 1909  44 ENRICHMENT OF GENOMIC PATHWAYS BASED ON DIFFERENTIAL DNA METHYLATION PROFILES ASSOCIATED WITH CHRONIC MUSCULOSKELETAL PAIN IN OLDER ADULTS: AN EXPLORATORY STUDY. OUR STUDY AIMED TO IDENTIFY DIFFERENTIALLY METHYLATED CPGS/REGIONS AND THEIR ENRICHED GENOMIC PATHWAYS ASSOCIATED WITH UNDERLYING CHRONIC MUSCULOSKELETAL PAIN IN OLDER INDIVIDUALS. WE RECRUITED COGNITIVELY HEALTHY OLDER ADULTS WITH (N = 20) AND WITHOUT (N = 9) SELF-REPORTED MUSCULOSKELETAL PAIN AND COLLECTED DNA FROM PERIPHERAL BLOOD THAT WAS ANALYZED USING METHYLATIONEPIC ARRAYS. WE IDENTIFIED 31,739 HYPERMETHYLATED CPG AND 10,811 HYPOMETHYLATED CPG PROBES (PS </= 0.05). ALL CPG PROBES WERE CLUSTERED INTO 5966 REGIONS, AMONG WHICH 600 REGIONS WERE DIFFERENTIALLY METHYLATED AT P </= 0.05 LEVEL, INCLUDING 294 HYPERMETHYLATED REGIONS AND 306 HYPOMETHYLATED REGIONS (DIFFERENTIALLY METHYLATED REGIONS). INGENUITY PATHWAY ENRICHMENT ANALYSIS REVEALED THAT THE PAIN-RELATED DIFFERENTIALLY METHYLATED REGIONS WERE ENRICHED ACROSS MULTIPLE PATHWAYS. THE TOP 10 CANONICAL PATHWAYS WERE LINKED TO CELLULAR SIGNALING PROCESSES RELATED TO IMMUNE RESPONSES (I.E. ANTIGEN PRESENTATION, PROGRAMED CELL DEATH 1 RECEPTOR/PD-1 LIGAND 1, INTERLEUKIN-4, OX40 SIGNALING, T CELL EXHAUSTION, AND APOPTOSIS) AND GAMMA-AMINOBUTYRIC ACID RECEPTOR SIGNALING. FURTHER, WEIGHTED GENE CORRELATION NETWORK ANALYSIS REVEALED A COMETHYLATION NETWORK MODULE IN THE PAIN GROUP THAT WAS NOT PRESERVED IN THE CONTROL GROUP, WHERE THE HUB GENE WAS THE CYCLIC ADENOSINE MONOPHOSPHATE-DEPENDENT TRANSCRIPTION FACTOR ATF-2. OUR PRELIMINARY FINDINGS PROVIDE NEW EPIGENETIC INSIGHTS INTO THE ROLE OF ABERRANT IMMUNE SIGNALING IN MUSCULOSKELETAL PAIN IN OLDER ADULTS WHILE FURTHER SUPPORTING INVOLVEMENT OF DYSFUNCTIONAL GABAERGIC SIGNALING MECHANISMS IN CHRONIC PAIN. OUR FINDINGS NEED TO BE URGENTLY REPLICATED IN LARGER COHORTS AS THEY MAY SERVE AS A BASIS FOR DEVELOPING AND TARGETING FUTURE INTERVENTIONS.	2020	
                                                                                                                                                                                                                                                                                                                                                                          
18 1519  30 DNA METHYLATION AT ATP11A CG11702988 IS A BIOMARKER OF LUNG DISEASE SEVERITY IN CYSTIC FIBROSIS: A LONGITUDINAL STUDY. CYSTIC FIBROSIS (CF) IS A CHRONIC GENETIC DISEASE THAT MAINLY AFFECTS THE RESPIRATORY AND GASTROINTESTINAL SYSTEMS. NO CURATIVE TREATMENTS ARE AVAILABLE, BUT THE FOLLOW-UP IN SPECIALIZED CENTERS HAS GREATLY IMPROVED THE PATIENT LIFE EXPECTANCY. ROBUST BIOMARKERS ARE REQUIRED TO MONITOR THE DISEASE, GUIDE TREATMENTS, STRATIFY PATIENTS, AND PROVIDE OUTCOME MEASURES IN CLINICAL TRIALS. IN THE PRESENT STUDY, WE OUTLINE A STRATEGY TO SELECT PUTATIVE DNA METHYLATION BIOMARKERS OF LUNG DISEASE SEVERITY IN CYSTIC FIBROSIS PATIENTS. IN THE DISCOVERY STEP, WE SELECTED SEVEN POTENTIAL BIOMARKERS USING A GENOME-WIDE DNA METHYLATION DATASET THAT WE GENERATED IN NASAL EPITHELIAL SAMPLES FROM THE METHYLCF COHORT. IN THE REPLICATION STEP, WE ASSESSED THE SAME BIOMARKERS USING SPUTUM CELL SAMPLES FROM THE METHYLBIOMARK COHORT. OF INTEREST, DNA METHYLATION AT THE CG11702988 SITE (ATP11A GENE) POSITIVELY CORRELATED WITH LUNG FUNCTION AND BMI, AND NEGATIVELY CORRELATED WITH LUNG DISEASE SEVERITY, P. AERUGINOSA CHRONIC INFECTION, AND THE NUMBER OF EXACERBATIONS. THESE RESULTS WERE REPLICATED IN PROSPECTIVE SPUTUM SAMPLES COLLECTED AT FOUR TIME POINTS WITHIN AN 18-MONTH PERIOD AND LONGITUDINALLY. TO CONCLUDE, (I) WE IDENTIFIED A DNA METHYLATION BIOMARKER THAT CORRELATES WITH CF SEVERITY, (II) WE PROVIDED A METHOD TO EASILY ASSESS THIS BIOMARKER, AND (III) WE CARRIED OUT THE FIRST LONGITUDINAL ANALYSIS OF DNA METHYLATION IN CF PATIENTS. THIS NEW EPIGENETIC BIOMARKER COULD BE USED TO STRATIFY CF PATIENTS IN CLINICAL TRIALS.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
19 6083  46 THE EFFECT OF SMOKING ON DNA METHYLATION OF PERIPHERAL BLOOD MONONUCLEAR CELLS FROM AFRICAN AMERICAN WOMEN. BACKGROUND: REGULAR SMOKING IS ASSOCIATED WITH A WIDE VARIETY OF SYNDROMES WITH PROMINENT INFLAMMATORY COMPONENTS SUCH AS CANCER, OBESITY AND TYPE 2 DIABETES. HEAVY REGULAR SMOKING IS ALSO ASSOCIATED WITH CHANGES IN THE DNA METHYLATION OF PERIPHERAL MONONUCLEAR CELLS. HOWEVER, IN YOUNGER SMOKERS, INFLAMMATORY EPIGENETIC FINDINGS ARE LARGELY ABSENT WHICH SUGGESTS THE INFLAMMATORY RESPONSE(S) TO SMOKING MAY BE DOSE DEPENDENT. TO HELP UNDERSTAND WHETHER PERIPHERAL MONONUCLEAR CELLS HAVE A ROLE IN MEDIATING THESE RESPONSES IN OLDER SMOKERS WITH HIGHER CUMULATIVE SMOKE EXPOSURE, WE EXAMINED GENOME-WIDE DNA METHYLATION IN A GROUP OF WELL CHARACTERIZED ADULT AFRICAN AMERICAN SUBJECTS INFORMATIVE FOR SMOKING, AS WELL AS SERUM C-REACTIVE PROTEIN (CRP) AND INTERLEUKIN-6 RECEPTOR (IL6R) LEVELS. IN ADDITION, COMPLEMENTARY BIOINFORMATIC ANALYSES WERE CONDUCTED TO DELINEATE POSSIBLE PATHWAYS AFFECTED BY LONG-TERM SMOKING. RESULTS: GENOME-WIDE DNA METHYLATION ANALYSIS WITH RESPECT TO SMOKING STATUS YIELDED 910 SIGNIFICANT LOCI AFTER BENJAMINI-HOCHBERG CORRECTION. IN PARTICULAR, TWO LOCI FROM THE AHRR GENE (CG05575921 AND CG23576855) AND ONE LOCUS FROM THE GPR15 GENE (CG19859270) WERE IDENTIFIED AS HIGHLY SIGNIFICANTLY DIFFERENTIALLY METHYLATED BETWEEN SMOKERS AND NON-SMOKERS. THE BIOINFORMATIC ANALYSES SHOWED THAT LONG-TERM CHRONIC SMOKING IS ASSOCIATED WITH ALTERED PROMOTER DNA METHYLATION OF GENES CODING FOR PROTEINS MAPPING TO CRITICAL SUB-NETWORKS MODERATING INFLAMMATION, IMMUNE FUNCTION, AND COAGULATION. CONCLUSIONS: WE CONCLUDE THAT CHRONIC REGULAR SMOKING IS ASSOCIATED WITH CHANGES IN PERIPHERAL MONONUCLEAR CELL METHYLATION SIGNATURE WHICH PERTURB INFLAMMATORY AND IMMUNE FUNCTION PATHWAYS AND MAY CONTRIBUTE TO INCREASED VULNERABILITY FOR COMPLEX ILLNESSES WITH INFLAMMATORY COMPONENTS.	2014	
                                                                                                                                                                                                                                                                                                                                                                                                
20 6311  40 THE RELATION BETWEEN DNA METHYLATION PATTERNS AND SERUM CYTOKINE LEVELS IN COMMUNITY-DWELLING ADULTS: A PRELIMINARY STUDY. BACKGROUND: THE LEVELS OF CIRCULATING CYTOKINES FLUCTUATE WITH AGE, ACUTE ILLNESS, AND CHRONIC DISEASE, AND ARE PREDICTIVE OF MORTALITY; THIS IS ALSO TRUE FOR PATTERNS OF DNA (CPG) METHYLATION. GIVEN THAT IMMUNE CELLS ARE PARTICULARLY SENSITIVE TO CHANGES IN THE CONCENTRATION OF CYTOKINES IN THEIR MICROENVIRONMENT, WE HYPOTHESIZED THAT SERUM LEVELS OF TNF, IL-6, IL-8 AND IL-10 WOULD CORRELATE WITH GENOME-WIDE ALTERATIONS IN THE DNA METHYLATION LEVELS OF BLOOD LEUKOCYTES. TO TEST THIS, WE EVALUATED COMMUNITY-DWELLING ADULTS (N = 14; 48-78 YEARS OLD) RECRUITED TO A PILOT STUDY FOR THE CANADIAN LONGITUDINAL STUDY ON AGING (CLSA), EXAMINING DNA METHYLATION PATTERNS IN PERIPHERAL BLOOD MONONUCLEAR CELLS USING THE ILLUMINA HUMANMETHYLATION 450 K BEADCHIP. RESULTS: WE SHOW THAT, APART FROM AGE, SERUM IL-10 LEVELS EXHIBITED THE MOST SUBSTANTIAL ASSOCIATION TO DNA METHYLATION PATTERNS, FOLLOWED BY TNF, IL-6 AND IL-8. FURTHERMORE, WHILE THE LEVELS OF THESE CYTOKINES WERE HIGHER IN ELDERLY ADULTS, NO ASSOCIATIONS WITH EPIGENETIC ACCELERATED AGING, DERIVED USING THE EPIGENETIC CLOCK, WERE OBSERVED. CONCLUSIONS: AS A PRELIMINARY STUDY WITH A SMALL SAMPLE SIZE, THE CONCLUSIONS DRAWN FROM THIS WORK MUST BE VIEWED WITH CAUTION; HOWEVER, OUR OBSERVATIONS ARE ENCOURAGING AND CERTAINLY WARRANT MORE SUITABLY POWERED STUDIES OF THIS RELATIONSHIP.	2017