1  3056 165 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	
                                                                                                                                            
2   718  33 CALCIUM-DEPENDENT INTRACELLULAR SIGNAL PATHWAYS IN PRIMARY CULTURED ADIPOCYTES AND ANK3 GENE VARIATION IN PATIENTS WITH BIPOLAR DISORDER AND HEALTHY CONTROLS. BIPOLAR DISORDER (BD) IS A CHRONIC PSYCHIATRIC DISORDER OF PUBLIC HEALTH IMPORTANCE AFFECTING >1% OF THE SWEDISH POPULATION. DESPITE PROGRESS, PATIENTS STILL SUFFER FROM CHRONIC MOOD SWITCHES WITH POTENTIAL SEVERE CONSEQUENCES. THUS, EARLY DETECTION, DIAGNOSIS AND INITIATION OF CORRECT TREATMENT ARE CRITICAL. CULTURED ADIPOCYTES FROM 35 PATIENTS WITH BD AND 38 HEALTHY CONTROLS WERE ANALYSED USING SIGNAL PATHWAY REPORTER ASSAYS, THAT IS, PROTEIN KINASE C (PKC), PROTEIN KINASE A (PKA), MITOGEN-ACTIVATED PROTEIN KINASES (EXTRACELLULAR SIGNAL-REGULATED KINASE (ERK) AND C-JUN N-TERMINAL KINASE (JNK)), MYC, WNT AND P53. THE LEVELS OF ACTIVATED TARGET TRANSCRIPTIONAL FACTORS WERE MEASURED IN ADIPOCYTES BEFORE AND AFTER STIMULATION WITH LITHIUM AND ESCITALOPRAM. VARIATIONS WERE ANALYSED IN THE LOCI OF 25 DIFFERENT SINGLE-NUCLEOTIDE POLYMORPHISMS (SNPS). ACTIVATION OF INTRACELLULAR SIGNALS IN SEVERAL PATHWAYS ANALYSED WERE SIGNIFICANTLY HIGHER IN PATIENTS THAN IN HEALTHY CONTROLS UPON DRUG STIMULATION, ESPECIALLY WITH ESCITALOPRAM STIMULATION OF PKC, JNK AND MYC, AS WELL AS LITHIUM-STIMULATED PKC, WHEREAS NO MEANINGFUL DIFFERENCE WAS OBSERVED BEFORE STIMULATION. UNIVARIATE ANALYSES OF CONTINGENCY TABLES FOR 80 CATEGORICAL SNP RESULTS VERSUS DIAGNOSES SHOWED A SIGNIFICANT LINK WITH THE ANK3 GENE (RS10761482; LIKELIHOOD RATIO CHI(2)=4.63; P=0.031). IN A MULTIVARIATE ORDINAL LOGISTIC FIT FOR DIAGNOSIS, A BACKWARD STEPWISE PROCEDURE SELECTED ANK3 AS THE REMAINING SIGNIFICANT PREDICTOR. COMPARISON OF THE ESCITALOPRAM-STIMULATED PKC ACTIVITY AND THE ANK3 GENOTYPE SHOWED THEM TO ADD THEIR SHARE OF THE DIAGNOSTIC VARIANCE, WITH NO INTERACTION (15% OF VARIANCE EXPLAINED, P<0.002). THE STUDY IS CROSS-SECTIONAL WITH NO LONGITUDINAL FOLLOW-UP. COHORTS ARE RELATIVELY SMALL WITH NO MEDICATION-FREE PATIENTS, AND THERE ARE NO 'ILL PATIENT' CONTROLS. IT TAKES 3 TO 4 WEEKS OF CULTURE TO EXPAND ADIPOCYTES THAT MAY CHANGE EPIGENETIC PROFILES BUT REMOVE THE POSSIBILITY OF MEDICATION EFFECTS. ABNORMALITIES IN THE REACTIVITY OF INTRACELLULAR SIGNAL PATHWAYS TO STIMULATION AND THE ANK3 GENOTYPE MAY BE ASSOCIATED WITH PATHOGENESIS OF BD. ALGORITHMS USING BIOLOGICAL PATTERNS SUCH AS PATHWAY REACTIVITY TOGETHER WITH STRUCTURAL GENETIC SNP DATA MAY PROVIDE OPPORTUNITIES FOR EARLIER DETECTION AND EFFECTIVE TREATMENT OF BD.	2015	
                                                                       
3  1189  37 CORRELATION BETWEEN GLOBAL METHYLATION LEVEL OF PERIPHERAL BLOOD LEUKOCYTES AND SERUM C REACTIVE PROTEIN LEVEL MODIFIED BY MTHFR POLYMORPHISM: A CROSS-SECTIONAL STUDY. BACKGROUND: CHRONIC INFLAMMATORY CONDITIONS ARE ASSOCIATED WITH HIGHER TUMOR INCIDENCE THROUGH EPIGENETIC AND GENETIC ALTERATIONS. HERE, WE FOCUSED ON AN ASSOCIATION BETWEEN AN INFLAMMATION MARKER, C-REACTIVE-PROTEIN (CRP), AND GLOBAL DNA METHYLATION LEVELS OF PERIPHERAL BLOOD LEUKOCYTES. METHODS: THE SUBJECTS WERE 384 HEALTHY JAPANESE WOMEN ENROLLED AS THE CONTROL GROUP OF A CASE-CONTROL STUDY FOR BREAST CANCER CONDUCTED FROM 2001 TO 2005. GLOBAL DNA METHYLATION WAS QUANTIFIED BY LUMINOMETRIC METHYLATION ASSAY (LUMA). RESULTS: WITH ADJUSTMENT FOR LIFESTYLE-RELATED FACTORS, INCLUDING FOLATE INTAKE, THE GLOBAL DNA METHYLATION LEVEL OF PERIPHERAL BLOOD LEUKOCYTES WAS SIGNIFICANTLY BUT WEAKLY INCREASED BY 0.43% PER QUARTILE CATEGORY FOR CRP (P FOR TREND = 0.010). ESTIMATED METHYLATION LEVELS STRATIFIED BY CRP QUARTILE WERE 70.0%, 70.8%, 71.4%, AND 71.3%, RESPECTIVELY. IN ADDITION, INTERACTION BETWEEN POLYMORPHISM OF MTHFR (RS1801133, KNOWN AS C677T) AND CRP WAS SIGNIFICANT (P FOR INTERACTION = 0.046); THE GLOBAL METHYLATION LEVEL WAS SIGNIFICANTLY INCREASED BY 0.61% PER QUARTILE CATEGORY FOR CRP IN THE CT/TT GROUP (THOSE WITH THE MINOR ALLELE T, P FOR TREND = 0.001), WHEREAS NO ASSOCIATION WAS OBSERVED IN THE CC GROUP (WILD TYPE). CONCLUSIONS: OUR STUDY SUGGESTS THAT CRP CONCENTRATION IS WEAKLY ASSOCIATED WITH GLOBAL DNA METHYLATION LEVEL. HOWEVER, THIS ASSOCIATION WAS OBSERVED MORE CLEARLY IN INDIVIDUALS WITH THE MINOR ALLELE OF THE MTHFR MISSENSE SNP RS1801133. BY ELUCIDATING THE COMPLEX MECHANISM OF THE REGULATION OF DNA METHYLATION BY BOTH ACQUIRED AND GENETIC FACTORS, OUR RESULTS MAY BE IMPORTANT FOR CANCER PREVENTION.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
4  2411  32 EPIGENETIC SCORES FOR THE CIRCULATING PROTEOME AS TOOLS FOR DISEASE PREDICTION. PROTEIN BIOMARKERS HAVE BEEN IDENTIFIED ACROSS MANY AGE-RELATED MORBIDITIES. HOWEVER, CHARACTERISING EPIGENETIC INFLUENCES COULD FURTHER INFORM DISEASE PREDICTIONS. HERE, WE LEVERAGE EPIGENOME-WIDE DATA TO STUDY LINKS BETWEEN THE DNA METHYLATION (DNAM) SIGNATURES OF THE CIRCULATING PROTEOME AND INCIDENT DISEASES. USING DATA FROM FOUR COHORTS, WE TRAINED AND TESTED EPIGENETIC SCORES (EPISCORES) FOR 953 PLASMA PROTEINS, IDENTIFYING 109 SCORES THAT EXPLAINED BETWEEN 1% AND 58% OF THE VARIANCE IN PROTEIN LEVELS AFTER ADJUSTING FOR KNOWN PROTEIN QUANTITATIVE TRAIT LOCI (PQTL) GENETIC EFFECTS. BY PROJECTING THESE EPISCORES INTO AN INDEPENDENT SAMPLE (GENERATION SCOTLAND; N = 9537) AND RELATING THEM TO INCIDENT MORBIDITIES OVER A FOLLOW-UP OF 14 YEARS, WE UNCOVERED 137 EPISCORE-DISEASE ASSOCIATIONS. THESE ASSOCIATIONS WERE LARGELY INDEPENDENT OF IMMUNE CELL PROPORTIONS, COMMON LIFESTYLE AND HEALTH FACTORS, AND BIOLOGICAL AGING. NOTABLY, WE FOUND THAT OUR DIABETES-ASSOCIATED EPISCORES HIGHLIGHTED PREVIOUS TOP BIOMARKER ASSOCIATIONS FROM PROTEOME-WIDE ASSESSMENTS OF DIABETES. THESE EPISCORES FOR PROTEIN LEVELS CAN THEREFORE BE A VALUABLE RESOURCE FOR DISEASE PREDICTION AND RISK STRATIFICATION.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
5  6761  37 X CHROMOSOME-WIDE ANALYSIS IDENTIFIES DNA METHYLATION SITES INFLUENCED BY CIGARETTE SMOKING. BACKGROUND: TOBACCO SMOKING IS A MAJOR CAUSE OF CHRONIC DISEASE WORLDWIDE. SMOKING MAY INDUCE CELLULAR AND MOLECULAR CHANGES INCLUDING EPIGENETIC MODIFICATION, WITH BOTH SHORT-TERM AND LONG-TERM MODIFICATION PATTERNS THAT MAY CONTRIBUTE TO PHENOTYPIC EXPRESSION OF DISEASES. RECENT EPIGENOME-WIDE ASSOCIATION STUDIES (EWAS) HAVE IDENTIFIED DOZENS OF SMOKING-RELATED DNA METHYLATION (DNAM) SITES. HOWEVER, THE X CHROMOSOMAL DNAM SITES HAVE BEEN LARGELY OVERLOOKED DUE TO A LACK OF AN ANALYTICAL FRAMEWORK FOR DEALING WITH THE SEX-DIMORPHIC DISTRIBUTION. TO IDENTIFY NOVEL SMOKING-RELATED DNAM SITES ON THE X CHROMOSOME, WE EXAMINED THE MODALITY OF EACH X CHROMOSOMAL DNAM SITE AND CONDUCTED A SEX-SPECIFIC ASSOCIATION STUDY OF CIGARETTE SMOKING. RESULTS: WE USED A DISCOVERY SAMPLE OF 139 MIDDLE-AGE TWINS, AND THREE REPLICATION SAMPLES OF 78 TWINS, 464 AND 333 UNRELATED INDIVIDUALS INCLUDING 47, 17, 22, AND 89 CURRENT SMOKERS, RESPECTIVELY. AFTER CORRECTION FOR MULTIPLE TESTING, THE TOP SMOKING-RELATED DNAM SITES IN BCOR AND TSC22D3 WERE SIGNIFICANTLY HYPERMETHYLATED AND HYPOMETHYLATED, RESPECTIVELY, AMONG CURRENT SMOKERS. THESE SMOKING-ASSOCIATED SITES WERE REPLICATED WITH META-ANALYSIS P-VALUES OF 9.17 X 10(-12) AND 1.61 X 10(-9). FOR BOTH SITES, THE SMOKING EFFECTS ON METHYLATION LEVELS WERE LARGER IN MALES THAN THAT IN FEMALES. CONCLUSIONS: OUR FINDINGS HIGHLIGHT THE IMPORTANCE OF INVESTIGATING X CHROMOSOME METHYLATION PATTERNS AND THEIR ASSOCIATIONS WITH ENVIRONMENTAL EXPOSURES AND DISEASE PHENOTYPES AND DEMONSTRATE A ROBUST STATISTICAL METHODOLOGY FOR SUCH STUDY. EXISTING EWAS OF HUMAN DISEASES SHOULD INCORPORATE THE X CHROMOSOMAL SITES TO COMPLETE A COMPREHENSIVE EPIGENOME-WIDE SCAN.	2016	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
6  1110  38 COMMON GENETIC POLYMORPHISMS INFLUENCE BLOOD BIOMARKER MEASUREMENTS IN COPD. IMPLEMENTING PRECISION MEDICINE FOR COMPLEX DISEASES SUCH AS CHRONIC OBSTRUCTIVE LUNG DISEASE (COPD) WILL REQUIRE EXTENSIVE USE OF BIOMARKERS AND AN IN-DEPTH UNDERSTANDING OF HOW GENETIC, EPIGENETIC, AND ENVIRONMENTAL VARIATIONS CONTRIBUTE TO PHENOTYPIC DIVERSITY AND DISEASE PROGRESSION. A META-ANALYSIS FROM TWO LARGE COHORTS OF CURRENT AND FORMER SMOKERS WITH AND WITHOUT COPD [SPIROMICS (N = 750); COPDGENE (N = 590)] WAS USED TO IDENTIFY SINGLE NUCLEOTIDE POLYMORPHISMS (SNPS) ASSOCIATED WITH MEASUREMENT OF 88 BLOOD PROTEINS (PROTEIN QUANTITATIVE TRAIT LOCI; PQTLS). PQTLS CONSISTENTLY REPLICATED BETWEEN THE TWO COHORTS. FEATURES OF PQTLS WERE COMPARED TO PREVIOUSLY REPORTED EXPRESSION QTLS (EQTLS). INFERENCE OF CAUSAL RELATIONS OF PQTL GENOTYPES, BIOMARKER MEASUREMENTS, AND FOUR CLINICAL COPD PHENOTYPES (AIRFLOW OBSTRUCTION, EMPHYSEMA, EXACERBATION HISTORY, AND CHRONIC BRONCHITIS) WERE EXPLORED USING CONDITIONAL INDEPENDENCE TESTS. WE IDENTIFIED 527 HIGHLY SIGNIFICANT (P < 8 X 10-10) PQTLS IN 38 (43%) OF BLOOD PROTEINS TESTED. MOST PQTL SNPS WERE NOVEL WITH LOW OVERLAP TO EQTL SNPS. THE PQTL SNPS EXPLAINED >10% OF MEASURED VARIATION IN 13 PROTEIN BIOMARKERS, WITH A SINGLE SNP (RS7041; P = 10-392) EXPLAINING 71%-75% OF THE MEASURED VARIATION IN VITAMIN D BINDING PROTEIN (GENE = GC). SOME OF THESE PQTLS [E.G., PQTLS FOR VDBP, SRAGE (GENE = AGER), SURFACTANT PROTEIN D (GENE = SFTPD), AND TNFRSF10C] HAVE BEEN PREVIOUSLY ASSOCIATED WITH COPD PHENOTYPES. MOST PQTLS WERE LOCAL (CIS), BUT DISTANT (TRANS) PQTL SNPS IN THE ABO BLOOD GROUP LOCUS WERE THE TOP PQTL SNPS FOR FIVE PROTEINS. THE INCLUSION OF PQTL SNPS IMPROVED THE CLINICAL PREDICTIVE VALUE FOR THE ESTABLISHED ASSOCIATION OF SRAGE AND EMPHYSEMA, AND THE EXPLANATION OF VARIANCE (R2) FOR EMPHYSEMA IMPROVED FROM 0.3 TO 0.4 WHEN THE PQTL SNP WAS INCLUDED IN THE MODEL ALONG WITH CLINICAL COVARIATES. CAUSAL MODELING PROVIDED INSIGHT INTO SPECIFIC PQTL-DISEASE RELATIONSHIPS FOR AIRFLOW OBSTRUCTION AND EMPHYSEMA. IN CONCLUSION, GIVEN THE FREQUENCY OF HIGHLY SIGNIFICANT LOCAL PQTLS, THE LARGE AMOUNT OF VARIANCE POTENTIALLY EXPLAINED BY PQTL, AND THE DIFFERENCES OBSERVED BETWEEN PQTLS AND EQTLS SNPS, WE RECOMMEND THAT PROTEIN BIOMARKER-DISEASE ASSOCIATION STUDIES TAKE INTO ACCOUNT THE POTENTIAL EFFECT OF COMMON LOCAL SNPS AND THAT PQTLS BE INTEGRATED ALONG WITH EQTLS TO UNCOVER DISEASE MECHANISMS. LARGE-SCALE BLOOD BIOMARKER STUDIES WOULD ALSO BENEFIT FROM CLOSE ATTENTION TO THE ABO BLOOD GROUP.	2016	

7  2643  42 EPIGENOMIC ASSOCIATION ANALYSIS IDENTIFIES SMOKING-RELATED DNA METHYLATION SITES IN AFRICAN AMERICANS. CIGARETTE SMOKING IS AN ENVIRONMENTAL RISK FACTOR FOR MANY CHRONIC DISEASES, AND DISEASE RISK CAN OFTEN BE MANAGED BY SMOKING CONTROL. SMOKING CAN INDUCE CELLULAR AND MOLECULAR CHANGES, INCLUDING EPIGENETIC MODIFICATION, BUT THE SHORT- AND LONG-TERM EPIGENETIC MODIFICATIONS CAUSED BY CIGARETTE SMOKING AT THE GENE LEVEL HAVE NOT BEEN WELL UNDERSTOOD. RECENT STUDIES HAVE IDENTIFIED SMOKING-RELATED DNA METHYLATION (DNAM) SITES IN CAUCASIANS. TO DETERMINE WHETHER THE SAME DNAM SITES ASSOCIATE WITH SMOKING IN AFRICAN AMERICANS, AND TO IDENTIFY NOVEL SMOKING-RELATED DNAM SITES, WE CONDUCTED A METHYLOME-WIDE ASSOCIATION STUDY OF CIGARETTE SMOKING USING A DISCOVERY SAMPLE OF 972 AFRICAN AMERICANS, AND A REPLICATION SAMPLE OF 239 AFRICAN AMERICANS WITH TWO ARRAY-BASED METHODS. AMONG 15 DNAM SITES SIGNIFICANTLY ASSOCIATED WITH SMOKING AFTER CORRECTION FOR MULTIPLE TESTING IN OUR DISCOVERY SAMPLE, 5 DNAM SITES ARE REPLICATED IN AN INDEPENDENT COHORT, AND 14 SITES IN THE REPLICATION SAMPLE HAVE EFFECTS IN THE SAME DIRECTION AS IN THE DISCOVERY SAMPLE. THE TOP TWO SMOKING-RELATED DNAM SITES IN F2RL3 (FACTOR II RECEPTOR-LIKE 3) AND GPR15 (G-PROTEIN-COUPLED RECEPTOR 15) OBSERVED IN AFRICAN AMERICANS ARE CONSISTENT WITH PREVIOUS FINDINGS IN CAUCASIANS. THE ASSOCIATIONS BETWEEN THE REPLICATED DNAM SITES AND SMOKING REMAIN SIGNIFICANT AFTER ADJUSTING FOR GENETIC BACKGROUND. DESPITE THE DISTINCT GENETIC BACKGROUND BETWEEN AFRICAN AMERICANS AND CAUCASIANS, THE DNAM FROM THE TWO ETHNIC GROUPS SHARES COMMON ASSOCIATIONS WITH CIGARETTE SMOKING, WHICH SUGGESTS A COMMON MOLECULAR MECHANISM OF EPIGENETIC MODIFICATION INFLUENCED BY ENVIRONMENTAL EXPOSURE.	2013	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
8   308  34 ALCOHOL AND DNA METHYLATION: AN EPIGENOME-WIDE ASSOCIATION STUDY IN BLOOD AND NORMAL BREAST TISSUE. THE BIOLOGICAL MECHANISMS DRIVING ASSOCIATIONS BETWEEN ALCOHOL CONSUMPTION AND CHRONIC DISEASES MIGHT INCLUDE EPIGENETIC MODIFICATION OF DNA METHYLATION. WE EXPLORED THE HYPOTHESIS THAT ALCOHOL CONSUMPTION IS ASSOCIATED WITH METHYLATION IN AN EPIGENOME-WIDE ASSOCIATION STUDY OF BLOOD AND NORMAL BREAST TISSUE DNA. INFINIUM HUMANMETHYLATION450 BEADCHIP (ILLUMINA INC., SAN DIEGO, CALIFORNIA) ARRAY DATA ON BLOOD DNA METHYLATION WAS EXAMINED IN A DISCOVERY SET OF 2,878 NON-HISPANIC WHITE WOMEN FROM THE SISTER STUDY (UNITED STATES, 2004-2015) WHO PROVIDED DETAILED QUESTIONNAIRE INFORMATION ON LIFETIME ALCOHOL USE. ROBUST LINEAR REGRESSION MODELING WAS USED TO IDENTIFY SIGNIFICANT ASSOCIATIONS (FALSE DISCOVERY RATE OF Q < 0.05) BETWEEN THE NUMBER OF ALCOHOLIC DRINKS PER WEEK AND DNA METHYLATION AT 5,458 CYTOSINE-PHOSPHATE-GUANINE (CPG) SITES. ASSOCIATIONS WERE REPLICATED (P < 0.05) FOR 677 CPGS IN AN INDEPENDENT SET OF 187 BLOOD DNA SAMPLES FROM THE SISTER STUDY AND FOR 628 CPGS IN AN INDEPENDENT SET OF 171 NORMAL BREAST DNA SAMPLES; 1,207 CPGS WERE REPLICATED IN EITHER BLOOD OR NORMAL BREAST, WITH 98 CPGS REPLICATED IN BOTH TISSUES. INDIVIDUAL GENE EFFECTS WERE NOTABLE FOR PHOSPHOGLYCERATE DEHYDROGENASE (PGHDH), PEPTIDYL-PROLYL CIS-TRANS ISOMERASE (PPIF), SOLUTE CARRIER 15 (SLC15), SOLUTE CARRIER FAMILY 43 MEMBER 1 (SLC43A1), AND SOLUTE CARRIER FAMILY 7 MEMBER 11 (SLC7A11). WE ALSO FOUND THAT HIGH ALCOHOL CONSUMPTION WAS ASSOCIATED WITH SIGNIFICANTLY LOWER GLOBAL METHYLATION AS MEASURED BY THE AVERAGE OF CPGS ON THE ENTIRE ARRAY.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
9  1555  49 DNA METHYLATION MAPPING IDENTIFIES GENE REGULATORY EFFECTS IN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS. OBJECTIVES: SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC AUTOIMMUNE CONDITION WITH HETEROGENEOUS PRESENTATION AND COMPLEX AETIOLOGY WHERE DNA METHYLATION CHANGES ARE EMERGING AS A CONTRIBUTING FACTOR. IN ORDER TO DISCOVER NOVEL EPIGENETIC ASSOCIATIONS AND INVESTIGATE THEIR RELATIONSHIP TO GENETIC RISK FOR SLE, WE ANALYSED DNA METHYLATION PROFILES IN A LARGE COLLECTION OF PATIENTS WITH SLE AND HEALTHY INDIVIDUALS. METHODS: DNA EXTRACTED FROM BLOOD FROM 548 PATIENTS WITH SLE AND 587 HEALTHY CONTROLS WERE ANALYSED ON THE ILLUMINA HUMANMETHYLATION 450 K BEADCHIP, WHICH TARGETS 485 000 CPG SITES ACROSS THE GENOME. SINGLE NUCLEOTIDE POLYMORPHISM (SNP) GENOTYPE DATA FOR 196 524 SNPS ON THE ILLUMINA IMMUNOCHIP FROM THE SAME INDIVIDUALS WERE UTILISED FOR METHYLATION QUANTITATIVE TRAIT LOCI (CIS-MEQTLS) ANALYSES. RESULTS: WE IDENTIFIED AND REPLICATED DIFFERENTIALLY METHYLATED CPGS (DMCS) IN SLE AT 7245 CPG SITES IN THE GENOME. THE LARGEST METHYLATION DIFFERENCES WERE OBSERVED AT TYPE I INTERFERON-REGULATED GENES WHICH EXHIBITED DECREASED METHYLATION IN SLE. WE MAPPED CIS-MEQTLS AND IDENTIFIED GENETIC REGULATION OF METHYLATION LEVELS AT 466 OF THE DMCS IN SLE. THE MEQTLS FOR DMCS IN SLE WERE ENRICHED FOR GENETIC ASSOCIATION TO SLE, AND INCLUDED SEVEN SLE GENOME-WIDE ASSOCIATION STUDY (GWAS) LOCI: PTPRC (CD45), MHC-CLASS III, UHRF1BP1, IRF5, IRF7, IKZF3 AND UBE2L3. IN ADDITION, WE OBSERVED ASSOCIATION BETWEEN GENOTYPE AND VARIANCE OF METHYLATION AT 20 DMCS IN SLE, INCLUDING AT THE HLA-DQB2 LOCUS. CONCLUSIONS: OUR RESULTS SUGGEST THAT SEVERAL OF THE GENETIC RISK VARIANTS FOR SLE MAY EXERT THEIR INFLUENCE ON THE PHENOTYPE THROUGH ALTERATION OF DNA METHYLATION LEVELS AT REGULATORY REGIONS OF TARGET GENES.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
10   972  43 CHRONIC OBSTRUCTIVE PULMONARY DISEASE IS ASSOCIATED WITH EPIGENOME-WIDE DIFFERENTIAL METHYLATION IN BAL LUNG CELLS. DNA METHYLATION PATTERNS IN CHRONIC PULMONARY OBSTRUCTIVE DISEASE (COPD) MIGHT OFFER NEW INSIGHTS INTO DISEASE PATHOGENESIS. TO ASSESS METHYLATION PROFILES IN THE MAIN COPD TARGET ORGAN, WE PERFORMED AN EPIGENOME-WIDE ASSOCIATION STUDY ON BAL CELLS. BRONCHOSCOPIES WERE PERFORMED IN 18 SUBJECTS WITH COPD AND 15 CONTROL SUBJECTS (EX- AND CURRENT SMOKERS). DNA METHYLATION WAS MEASURED USING THE ILLUMINA METHYLATIONEPIC BEADCHIP KIT, COVERING MORE THAN 850,000 CPGS. DIFFERENTIALLY METHYLATED POSITIONS (DMPS) WERE EXAMINED FOR 1) ENRICHMENT IN PATHWAYS AND FUNCTIONAL GENE RELATIONSHIPS USING THE KYOTO ENCYCLOPEDIA OF GENES AND GENOMES AND GENE ONTOLOGY, 2) ACCELERATED AGING USING HORVATH'S EPIGENETIC CLOCK, 3) CORRELATION WITH GENE EXPRESSION, AND 4) COLOCALIZATION WITH GENETIC VARIATION. WE FOUND 1,155 BONFERRONI-SIGNIFICANT (P < 6.74 X 10(-8)) DMPS ASSOCIATED WITH COPD, MANY WITH LARGE EFFECT SIZES. FUNCTIONAL ANALYSIS IDENTIFIED BIOLOGICALLY PLAUSIBLE PATHWAYS AND GENE RELATIONSHIPS, INCLUDING ENRICHMENT FOR TRANSCRIPTION FACTOR ACTIVITY. STRONG CORRELATION WAS FOUND BETWEEN DNA METHYLATION AND CHRONOLOGICAL AGE BUT NOT BETWEEN COPD AND ACCELERATED AGING. FOR 79 UNIQUE DMPS, DNA METHYLATION CORRELATED SIGNIFICANTLY WITH GENE EXPRESSION IN BAL CELLS. THIRTY-NINE PERCENT OF DMPS WERE COLOCALIZED WITH COPD-ASSOCIATED SNPS. TO THE BEST OF OUR KNOWLEDGE, THIS IS THE FIRST EPIGENOME-WIDE ASSOCIATION STUDY OF COPD ON BAL CELLS, AND OUR ANALYSES REVEALED MANY DIFFERENTIAL METHYLATION SITES. INTEGRATION WITH MRNA DATA SHOWED A STRONG FUNCTIONAL READOUT FOR RELEVANT GENES, IDENTIFYING SITES WHERE DNA METHYLATION MIGHT DIRECTLY AFFECT EXPRESSION. ALMOST HALF OF DMPS WERE COLOCATED WITH SNPS IDENTIFIED IN PREVIOUS GENOME-WIDE ASSOCIATION STUDIES OF COPD, SUGGESTING JOINT GENETIC AND EPIGENETIC PATHWAYS RELATED TO DISEASE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
11  1961  44 EPIGENETIC AGING IS ACCELERATED IN ALCOHOL USE DISORDER AND REGULATED BY GENETIC VARIATION IN APOL2. TO INVESTIGATE THE POTENTIAL ROLE OF ALCOHOL USE DISORDER (AUD) IN AGING PROCESSES, WE EMPLOYED LEVINE'S EPIGENETIC CLOCK (DNAM PHENOAGE) TO ESTIMATE DNA METHYLATION AGE IN 331 INDIVIDUALS WITH AUD AND 201 HEALTHY CONTROLS (HC). WE EVALUATED THE EFFECTS OF HEAVY, CHRONIC ALCOHOL CONSUMPTION ON EPIGENETIC AGE ACCELERATION (EAA) USING CLINICAL BIOMARKERS, INCLUDING LIVER FUNCTION TEST ENZYMES (LFTS) AND CLINICAL MEASURES. TO CHARACTERIZE POTENTIAL UNDERLYING GENETIC VARIATION CONTRIBUTING TO EAA IN AUD, WE PERFORMED GENOME-WIDE ASSOCIATION STUDIES (GWAS) ON EAA, INCLUDING PATHWAY ANALYSES. WE FOLLOWED UP ON RELEVANT TOP FINDINGS WITH IN SILICO EXPRESSION QUANTITATIVE TRAIT LOCI (EQTL) ANALYSES FOR BIOLOGICAL FUNCTION USING THE BRAINEAC DATABASE. THERE WAS A 2.22-YEAR AGE ACCELERATION IN AUD COMPARED TO CONTROLS AFTER ADJUSTING FOR GENDER AND BLOOD CELL COMPOSITION (P = 1.85 X 10(-5)). THIS ASSOCIATION REMAINED SIGNIFICANT AFTER ADJUSTING FOR RACE, BODY MASS INDEX, AND SMOKING STATUS (1.38 YEARS, P = 0.02). SECONDARY ANALYSES SHOWED MORE PRONOUNCED EAA IN INDIVIDUALS WITH MORE SEVERE AUD-ASSOCIATED PHENOTYPES, INCLUDING ELEVATED GAMMA-GLUTAMYL TRANSFERASE (GGT) AND ALANINE AMINOTRANSFERASE (ALT), AND HIGHER NUMBER OF HEAVY DRINKING DAYS (ALL PS < 0.05). THE GENOME-WIDE META-ANALYSIS OF EAA IN AUD REVEALED A SIGNIFICANT SINGLE NUCLEOTIDE POLYMORPHISM (SNP), RS916264 (P = 5.43 X 10(-8)), IN APOLIPOPROTEIN L2 (APOL2) AT THE GENOME-WIDE LEVEL. THE MINOR ALLELE A OF RS916264 WAS ASSOCIATED WITH EAA AND WITH INCREASED MRNA EXPRESSION IN HIPPOCAMPUS (P = 0.0015). OUR DATA DEMONSTRATE EAA IN AUD AND SUGGEST THAT DISEASE SEVERITY FURTHER ACCELERATES EPIGENETIC AGING. EAA WAS ASSOCIATED WITH GENETIC VARIATION IN APOL2, SUGGESTING POTENTIAL NOVEL BIOLOGICAL MECHANISMS FOR AGE ACCELERATION IN AUD.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
12    57  45 A GENOME-WIDE ASSOCIATION STUDY OF QUANTITATIVE COMPUTED TOMOGRAPHIC EMPHYSEMA IN KOREAN POPULATIONS. EMPHYSEMA IS AN IMPORTANT FEATURE OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD). GENETIC FACTORS LIKELY AFFECT EMPHYSEMA PATHOGENESIS, BUT THIS QUESTION HAS PREDOMINANTLY BEEN STUDIED IN THOSE OF EUROPEAN ANCESTRY. IN THIS STUDY, WE SOUGHT TO DETERMINE GENETIC COMPONENTS OF EMPHYSEMA SEVERITY AND CHARACTERIZE THE POTENTIAL FUNCTION OF THE ASSOCIATED LOCI IN KOREAN POPULATION. WE PERFORMED A GENOME-WIDE ASSOCIATION STUDY (GWAS) ON QUANTITATIVE EMPHYSEMA IN SUBJECTS WITH OR WITHOUT COPD FROM TWO KOREAN COPD COHORTS. WE INVESTIGATED THE FUNCTIONAL CONSEQUENCES OF THE LOCI USING EPIGENETIC ANNOTATION AND GENE EXPRESSION DATA. WE ALSO COMPARED OUR GWAS RESULTS WITH AN EPIGENOME-WIDE ASSOCIATION STUDY AND PREVIOUS DIFFERENTIAL GENE EXPRESSION ANALYSIS. IN TOTAL, 548 SUBJECTS (476 [86.9%] MALE) INCLUDING 514 COPD PATIENTS WERE EVALUATED. WE IDENTIFIED ONE GENOME-WIDE SIGNIFICANT SNP (P < 5.0 X 10(-8)), RS117084279, NEAR PIBF1. WE IDENTIFIED AN ADDITIONAL 57 SNPS (P < 5.0 X 10(-6)) ASSOCIATED WITH EMPHYSEMA IN ALL SUBJECTS, AND 106 SNPS (P < 5.0 X 10(-6)) IN COPD PATIENTS. OF THESE CANDIDATE SNPS, 2 (RS12459249, RS11667314) NEAR CYP2A6 WERE EXPRESSION QUANTITATIVE TRAIT LOCI IN LUNG TISSUE AND A SNP (RS11214944) NEAR NNMT WAS AN EXPRESSION QUANTITATIVE TRAIT LOCUS IN WHOLE BLOOD. OF NOTE, RS11214944 WAS IN LINKAGE DISEQUILIBRIUM WITH VARIANTS IN ENHANCER HISTONE MARKS IN LUNG TISSUE. SEVERAL GENES NEAR ADDITIONAL SNPS WERE IDENTIFIED IN OUR PREVIOUS EWAS STUDY WITH NOMINAL LEVEL OF SIGNIFICANCE. WE IDENTIFIED A NOVEL SNP ASSOCIATED WITH QUANTITATIVE EMPHYSEMA ON CT. INCLUDING THE NOVEL SNP, SEVERAL CANDIDATE SNPS IN OUR STUDY MAY PROVIDE CLUES TO THE GENETIC ETIOLOGY OF EMPHYSEMA IN ASIAN POPULATIONS. FURTHER RESEARCH AND VALIDATION OF THE LOCI WILL HELP DETERMINE THE GENETIC FACTORS FOR THE DEVELOPMENT OF EMPHYSEMA.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
13  1552  44 DNA METHYLATION IS PREDICTIVE OF MORTALITY IN CURRENT AND FORMER SMOKERS. RATIONALE: SMOKING RESULTS IN AT LEAST A DECADE LOWER LIFE EXPECTANCY. MORTALITY AMONG CURRENT SMOKERS IS TWO TO THREE TIMES AS HIGH AS NEVER SMOKERS. DNA METHYLATION IS AN EPIGENETIC MODIFICATION OF THE HUMAN GENOME THAT HAS BEEN ASSOCIATED WITH BOTH CIGARETTE SMOKING AND MORTALITY.OBJECTIVES: WE SOUGHT TO IDENTIFY DNA METHYLATION MARKS IN BLOOD THAT ARE PREDICTIVE OF MORTALITY IN A SUBSET OF THE COPDGENE (GENETIC EPIDEMIOLOGY OF COPD) STUDY, REPRESENTING 101 DEATHS AMONG 667 CURRENT AND FORMER SMOKERS.METHODS: WE ASSAYED GENOME-WIDE DNA METHYLATION IN NON-HISPANIC WHITE SMOKERS WITH AND WITHOUT CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) USING BLOOD SAMPLES FROM THE COPDGENE ENROLLMENT VISIT. WE TESTED WHETHER DNA METHYLATION WAS ASSOCIATED WITH MORTALITY IN MODELS ADJUSTED FOR COPD STATUS, AGE, SEX, CURRENT SMOKING STATUS, AND PACK-YEARS OF CIGARETTE SMOKING. REPLICATION WAS PERFORMED IN A SUBSET OF 231 INDIVIDUALS FROM THE ECLIPSE (EVALUATION OF COPD LONGITUDINALLY TO IDENTIFY PREDICTIVE SURROGATE ENDPOINTS) STUDY.MEASUREMENTS AND MAIN RESULTS: WE IDENTIFIED SEVEN CPG SITES ASSOCIATED WITH MORTALITY (FALSE DISCOVERY RATE < 20%) THAT REPLICATED IN THE ECLIPSE COHORT (P < 0.05). NONE OF THESE MARKS WERE ASSOCIATED WITH LONGITUDINAL LUNG FUNCTION DECLINE IN SURVIVORS, SMOKING HISTORY, OR CURRENT SMOKING STATUS. HOWEVER, DIFFERENTIAL METHYLATION OF TWO REPLICATED PIK3CD (PHOSPHATIDYLINOSITOL-4,5-BISPHOSPHATE 3-KINASE CATALYTIC SUBUNIT DELTA) SITES WERE ASSOCIATED WITH LUNG FUNCTION AT ENROLLMENT (P < 0.05). WE ALSO OBSERVED ASSOCIATIONS BETWEEN DNA METHYLATION AND GENE EXPRESSION FOR THE PIK3CD SITES.CONCLUSIONS: THIS STUDY IS THE FIRST TO IDENTIFY VARIABLE DNA METHYLATION ASSOCIATED WITH ALL-CAUSE MORTALITY IN SMOKERS WITH AND WITHOUT COPD. EVALUATING PREDICTIVE EPIGENOMIC MARKS OF SMOKERS IN PERIPHERAL BLOOD MAY ALLOW FOR TARGETED RISK STRATIFICATION AND AID IN DELIVERY OF FUTURE TAILORED THERAPEUTIC INTERVENTIONS.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
14  1343  46 DETECTING CORD BLOOD CELL TYPE-SPECIFIC EPIGENETIC ASSOCIATIONS WITH GESTATIONAL DIABETES MELLITUS AND EARLY CHILDHOOD GROWTH. BACKGROUND: EPIGENOME-WIDE ASSOCIATION STUDIES (EWAS) HAVE PROVIDED OPPORTUNITIES TO UNDERSTAND THE ROLE OF EPIGENETIC MECHANISMS IN DEVELOPMENT AND PATHOPHYSIOLOGY OF MANY CHRONIC DISEASES. HOWEVER, AN IMPORTANT LIMITATION OF CONVENTIONAL EWAS IS THAT PROFILES OF EPIGENETIC VARIABILITY ARE OFTEN OBTAINED IN SAMPLES OF MIXED CELL TYPES. HERE, WE AIM TO ASSESS WHETHER CHANGES IN CORD BLOOD DNA METHYLATION (DNAM) ASSOCIATED WITH GESTATIONAL DIABETES MELLITUS (GDM) EXPOSURE AND EARLY CHILDHOOD GROWTH MARKERS OCCUR IN A CELL TYPE-SPECIFIC MANNER. RESULTS: WE ANALYZED 275 CORD BLOOD SAMPLES COLLECTED AT DELIVERY FROM A PROSPECTIVE PRE-BIRTH COHORT WITH GENOME-WIDE DNAM PROFILED BY THE ILLUMINA METHYLATIONEPIC ARRAY. WE ESTIMATED PROPORTIONS OF SEVEN COMMON CELL TYPES IN EACH SAMPLE USING A CORD BLOOD-SPECIFIC DNAM REFERENCE PANEL. LEVERAGING A RECENTLY DEVELOPED APPROACH NAMED CELLDMC, WE PERFORMED CELL TYPE-SPECIFIC EWAS TO IDENTIFY CPG LOCI SIGNIFICANTLY ASSOCIATED WITH GDM, OR 3-YEAR-OLD BODY MASS INDEX (BMI) Z-SCORE. A TOTAL OF 1410 CPG LOCI DISPLAYED SIGNIFICANT CELL TYPE-SPECIFIC DIFFERENCES IN METHYLATION LEVEL BETWEEN 23 GDM CASES AND 252 CONTROLS WITH A FALSE DISCOVERY RATE < 0.05. GENE ONTOLOGY ENRICHMENT ANALYSIS INDICATED THAT LDL TRANSPORTATION EMERGED FROM CPG SPECIFICALLY IDENTIFIED FROM B-CELLS DNAM ANALYSES AND THE MITOGEN-ACTIVATED PROTEIN KINASE PATHWAY EMERGED FROM CPG SPECIFICALLY IDENTIFIED FROM NATURAL KILLER CELLS DNAM ANALYSES. IN ADDITION, WE IDENTIFIED FOUR AND SIX LOCI ASSOCIATED WITH 3-YEAR-OLD BMI Z-SCORE THAT WERE SPECIFIC TO CD8+ T-CELLS AND MONOCYTES, RESPECTIVELY. BY PERFORMING GENOME-WIDE PERMUTATION TESTS, WE VALIDATED THAT MOST OF OUR DETECTED SIGNALS HAD LOW FALSE POSITIVE RATES. CONCLUSION: COMPARED TO CONVENTIONAL EWAS ADJUSTING FOR THE EFFECTS OF CELL TYPE HETEROGENEITY, THE PROPOSED APPROACH BASED ON CELL TYPE-SPECIFIC EWAS COULD PROVIDE ADDITIONAL BIOLOGICALLY MEANINGFUL ASSOCIATIONS BETWEEN CPG METHYLATION, PRENATAL MATERNAL GDM OR 3-YEAR-OLD BMI. WITH CAREFUL VALIDATION, THESE FINDINGS MAY PROVIDE NEW INSIGHTS INTO THE PATHOGENESIS, PROGRAMMING, AND CONSEQUENCES OF RELATED CHILDHOOD METABOLIC DYSREGULATION. THEREFORE, WE PROPOSE THAT CELL TYPE-SPECIFIC ANALYSES ARE WORTH CAUTIOUS EXPLORATIONS.	2021	
                                                                                                                                                            
15    93  35 A PILOT STUDY OF PERIPHERAL BLOOD DNA METHYLATION MODELS AS PREDICTORS OF KNEE OSTEOARTHRITIS RADIOGRAPHIC PROGRESSION: DATA FROM THE OSTEOARTHRITIS INITIATIVE (OAI). KNEE OSTEOARTHRITIS (OA) IS A LEADING CAUSE OF CHRONIC DISABILITY WORLDWIDE, BUT NO DIAGNOSTIC OR PROGNOSTIC BIOMARKERS ARE AVAILABLE. INCREASING EVIDENCE SUPPORTS EPIGENETIC DYSREGULATION AS A CONTRIBUTOR TO OA PATHOGENESIS. IN THIS PILOT STUDY, WE INVESTIGATED EPIGENETIC PATTERNS IN PERIPHERAL BLOOD MONONUCLEAR CELLS (PBMCS) AS MODELS TO PREDICT FUTURE RADIOGRAPHIC PROGRESSION IN OA PATIENTS ENROLLED IN THE LONGITUDINAL OSTEOARTHRITIS INITIATIVE (OAI) STUDY. PBMC DNA WAS ANALYZED FROM BASELINE OAI VISITS IN 58 FUTURE RADIOGRAPHIC PROGRESSORS (JOINT SPACE NARROWING AT 24 MONTHS, SUSTAINED AT 48 MONTHS) COMPARED TO 58 NON-PROGRESSORS. DNA METHYLATION WAS QUANTIFIED VIA ILLUMINA MICROARRAYS AND BETA- AND M-VALUES WERE USED TO GENERATE LINEAR CLASSIFICATION MODELS. DATA WERE RANDOMLY SPLIT INTO A 60% DEVELOPMENT AND 40% VALIDATION SUBSETS, MODELS DEVELOPED AND TESTED, AND CROSS-VALIDATED IN A TOTAL OF 40 CYCLES. M-VALUE BASED MODELS OUTPERFORMED BETA-VALUE BASED MODELS (ROC-AUC 0.81 +/- 0.01 VS. 0.73 +/- 0.02, MEAN +/- SEM, COMPARISON P = 0.002), WITH A MEAN CLASSIFICATION ACCURACY OF 73 +/- 1% (MEAN +/- SEM) FOR M- AND 69 +/- 1% FOR BETA-BASED MODELS. ADJUSTING FOR COVARIATES DID NOT SIGNIFICANTLY ALTER MODEL PERFORMANCE. OUR FINDINGS SUGGEST THAT PBMC DNA METHYLATION-BASED MODELS MAY BE USEFUL AS BIOMARKERS OF OA PROGRESSION AND WARRANT ADDITIONAL EVALUATION IN LARGER PATIENT COHORTS.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
16  3637  33 INCREASED EPIGENETIC AGE ACCELERATION IN THE HIDRADENITIS SUPPURATIVA SKIN. EPIGENETIC (OR DNA METHYLATION) AGE IS CALCULATED BASED ON METHYLATION OF CERTAIN CYTOSINE-GUANINE (CPG) REPEATS, AND IT CAN ACCURATELY ESTIMATE ONE'S CHRONOLOGIC AGE. IMPORTANTLY, EPIGENETIC AGE ACCELERATION (EAA) IS HIGHLY PREDICTIVE OF AGE-ASSOCIATED MORBIDITY AND ALL-CAUSE MORTALITY. HIDRADENITIS SUPPURATIVA (HS) IS A CHRONIC INFLAMMATORY SKIN DISEASE WITH SIGNIFICANT SYSTEMIC DISEASE BURDEN. HERE, WE PERFORMED A PILOT STUDY TO CALCULATE EAA FROM FORMALIN-FIXED PARAFFIN-EMBEDDED SKIN SAMPLES USING ILLUMINA INFINIUM METHYLATIONEPIC BEADCHIP ARRAYS. OUR RESULTS DEMONSTRATED NO SIGNIFICANT DIFFERENCE IN INTRINSIC EAA AMONG HS COMPARED TO CONTROLS (- 1.00 YEARS, P-VALUE = 0.52), SIGNIFICANT INCREASES IN BOTH EXTRINSIC EAA (13.72 YEARS, P-VALUE < 0.001) AND PHENOAGE ACCELERATION (7.72 YEARS, P-VALUE = 0.003), AND A SIGNIFICANT DECREASE IN GRIMAGE ACCELERATION (- 5.14 YEARS, P-VALUE < 0.001). OUR FINDINGS SUGGEST THAT THE ACCELERATION OF EPIGENETIC AGE IN THE HS SKIN MAY BE ASSOCIATED WITH EXTRINSIC IMMUNE-RELATED CHANGES AND CAN POTENTIALLY SERVE AS A BIOMARKER OF THE PRESENT AND/OR FUTURE DISEASE BURDEN IN HS PATIENTS.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
17  2678  35 EVALUATION OF A PROGNOSTIC EPIGENETIC CLASSIFICATION SYSTEM IN CHRONIC LYMPHOCYTIC LEUKEMIA PATIENTS. BACKGROUND: METHYLATION AT 5 CPG SITES WAS PREVIOUSLY SHOWN TO CLASSIFY CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) INTO 3 PROGNOSTIC SUBGROUPS. HERE, WE AIMED TO VALIDATE THE MARKER SET IN AN ADDITIONAL COHORT AND TO EVALUATE ITS CLINICAL UTILITY FOR CLL PATIENT STRATIFICATION. METHODS: WE EVALUATED THIS EPIGENETIC MARKER SET IN 79 GERMAN PATIENTS USING BISULFITE TREATMENT FOLLOWED BY PYROSEQUENCING AND CLASSIFICATION USING A SUPPORT VECTOR MACHINE-LEARNING TOOL. RESULTS: THE N-CLL, I-CLL, AND M-CLL CLASSIFICATION WAS DETECTED IN 28 (35%), 10 (13%), AND 41 (51%) PATIENTS, RESPECTIVELY. EPIGENETIC GROUPING WAS ASSOCIATED WITH IGHV MUTATIONAL STATUS (P = 2 X 10(-12)), ISOLATED DEL13Q (P = 9 X 10(-6)), DEL17P (P = .015), COMPLEX KARYOTYPE (P = .005), VH-USAGE, AND CLINICAL OUTCOME AS TIME TO FIRST TREATMENT (P = 1.4 X 10(-12)) AND OVERALL SURVIVAL (P = .003). MULTIVARIATE COX REGRESSION ANALYSIS IDENTIFIED N-CLL AS A FACTOR FOR EARLIER TREATMENT HAZARD RATIO (HR), 6.3 (95% CONFIDENCE INTERVAL [CI] 2.4-16.4; P = .0002) COMPARED TO IGHV MUTATIONAL STATUS (HR 4.6, 95% CI 1.9-11.3, P = .0008). IN ADDITION, WHEN COMPARING THE PROGNOSTIC VALUE OF THE EPIGENETIC CLASSIFICATION SYSTEM WITH THE IGHV CLASSIFICATION, EPIGENETIC GROUPING PERFORMED BETTER COMPARED TO IGHV MUTATIONAL STATUS USING KAPLAN-MEIER ESTIMATION AND ALLOWED THE IDENTIFICATION OF A THIRD, INTERMEDIATE (I-CLL) GROUP. THUS, OUR STUDY CONFIRMED THE PROGNOSTIC VALUE OF THE EPIGENETIC MARKER SET FOR PATIENT STRATIFICATION IN ROUTINE CLINICAL DIAGNOSTICS.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
18   404  45 ANALYSIS OF EPIGENETIC AGE PREDICTORS IN PAIN-RELATED CONDITIONS. CHRONIC PAIN PREVALENCE IS HIGH WORLDWIDE AND INCREASES AT OLDER AGES. SIGNS OF PREMATURE AGING HAVE BEEN ASSOCIATED WITH CHRONIC PAIN, BUT FEW STUDIES HAVE INVESTIGATED AGING BIOMARKERS IN PAIN-RELATED CONDITIONS. A SET OF DNA METHYLATION (DNAM)-BASED ESTIMATES OF AGE, CALLED "EPIGENETIC CLOCKS," HAS BEEN PROPOSED AS BIOLOGICAL MEASURES OF AGE-RELATED ADVERSE PROCESSES, MORBIDITY, AND MORTALITY. THE AIM OF THIS STUDY IS TO ASSESS IF DIFFERENT PAIN-RELATED PHENOTYPES SHOW ALTERATIONS IN DNAM AGE. IN OUR ANALYSIS, WE CONSIDERED THREE COHORTS FOR WHICH WHOLE-BLOOD DNAM DATA WERE AVAILABLE: HEAT PAIN SENSITIVITY (HPS), INCLUDING 20 MONOZYGOTIC TWIN PAIRS DISCORDANT FOR HEAT PAIN TEMPERATURE THRESHOLD; FIBROMYALGIA (FM), INCLUDING 24 CASES AND 20 CONTROLS; AND HEADACHE, INCLUDING 22 CHRONIC MIGRAINE AND MEDICATION OVERUSE HEADACHE PATIENTS (MOH), 18 EPISODIC MIGRAINEURS (EM), AND 13 HEALTHY SUBJECTS. WE USED THE HORVATH'S EPIGENETIC AGE CALCULATOR TO OBTAIN DNAM-BASED ESTIMATES OF EPIGENETIC AGE, TELOMERE LENGTH, LEVELS OF 7 PROTEINS IN PLASMA, NUMBER OF SMOKED PACKS OF CIGARETTES PER YEAR, AND BLOOD CELL COUNTS. WE DID NOT FIND DIFFERENCES IN EPIGENETIC AGE ACCELERATION, CALCULATED USING FIVE DIFFERENT EPIGENETIC CLOCKS, BETWEEN SUBJECTS DISCORDANT FOR PAIN-RELATED PHENOTYPES. TWINS WITH HIGH HPS HAD INCREASED CD8+ T CELL COUNTS (NOMINAL P = 0.028). HPS THRESHOLDS WERE NEGATIVELY ASSOCIATED WITH ESTIMATED LEVELS OF GDF15 (NOMINAL P = 0.008). FM PATIENTS SHOWED DECREASED NAIVE CD4+ T CELL COUNTS COMPARED WITH CONTROLS (NOMINAL P = 0.015). THE SEVERITY OF FM MANIFESTATIONS EXPRESSED THROUGH VARIOUS EVALUATION TESTS WAS ASSOCIATED WITH DECREASED LEVELS OF LEPTIN, SHORTER LENGTH OF TELOMERES, AND REDUCED CD8+ T AND NATURAL KILLER CELL COUNTS (NOMINAL P < 0.05), WHILE THE DURATION OF PAINFUL SYMPTOMS WAS POSITIVELY ASSOCIATED WITH TELOMERE LENGTH (NOMINAL P = 0.034). NO DIFFERENCES IN DNAM-BASED ESTIMATES WERE DETECTED FOR MOH OR EM COMPARED WITH CONTROLS. IN SUMMARY, OUR STUDY SUGGESTS THAT HPS, FM, AND MOH/EM DO NOT SHOW SIGNS OF EPIGENETIC AGE ACCELERATION IN WHOLE BLOOD, WHILE HPS AND FM ARE ASSOCIATED WITH DNAM-BASED ESTIMATES OF IMMUNOLOGICAL PARAMETERS, PLASMA PROTEINS, AND TELOMERE LENGTH. FUTURE STUDIES SHOULD EXTEND THESE OBSERVATIONS IN LARGER COHORTS.	2020	
                                                                                                                                                                                                  
19  3046  41 GENOME-WIDE ANALYSIS OF DNA METHYLATION IDENTIFIES S100A13 AS AN EPIGENETIC BIOMARKER IN INDIVIDUALS WITH CHRONIC (>/= 30 YEARS) TYPE 2 DIABETES WITHOUT DIABETIC RETINOPATHY. BACKGROUND: THIS STUDY AIMED TO DETERMINE THE EPIGENETIC BIOMARKERS OF DIABETIC RETINOPATHY (DR) IN SUBJECTS WITH TYPE 2 DIABETES MELLITUS (T2DM). THIS RETROSPECTIVE STUDY IS BASED ON THE SHANGHAI XINJING COMMUNITY PREVENTION AND TREATMENT ADMINISTRATIVE SYSTEM OF CHRONIC DISEASES. THE SUBJECTS ENROLLED HEREIN WERE T2DM PATIENTS WHO HAD UNDERGONE LONG-TERM FOLLOW-UP EVALUATION IN THE SYSTEM. TWO CONSECUTIVE STUDIES WERE CONDUCTED. IN THE DISCOVERY COHORT, AMONG 19 SUBJECTS WHO HAD DEVELOPED DR WITH A DM DURATION < 3 YEARS AND 21 SUBJECTS WITHOUT DR > 30 YEARS AFTER BEING DIAGNOSED WITH DM, AN INFINIUM HUMAN METHYLATION 850 BEADCHIP WAS USED TO IDENTIFY DIFFERENTIAL METHYLATION REGIONS (DMRS) AND DIFFERENTIAL METHYLATION SITES (DMSS). THE FUNCTION OF THE GENES WAS ASSESSED THROUGH KEGG ENRICHMENT ANALYSIS, GENE ONTOLOGY (GO) ANALYSIS, AND PATHWAY NETWORK ANALYSIS. IN THE REPLICATION COHORT, 87 DR PATIENTS WITH A SHORT DM DURATION AND 89 PATIENTS WITHOUT DR OVER A DM DURATION > 20 YEARS WERE COMPARED TO ASSESS THE ASSOCIATION BETWEEN DMSS AND DR UPON PYROSEQUENCING. RESULTS: A TOTAL OF 34 DMRS WERE IDENTIFIED. GENES CONTAINING DMSS WITH THE TOP 5 HIGHEST BETA VALUE DIFFERENCES BETWEEN DR AND NON-DR PARTICIPANTS WERE LOCATED ON CHROMOSOME 1 AND WERE PRESENT IN THE S100A13 GENE, WHICH WAS ASSOCIATED WITH 71 GO TERMS. TWO S100A13 GENE SITES, I.E., CG02873163 AND CG11343894, DISPLAYED A GOOD CORRELATION WITH DR ON PYROSEQUENCING. CONCLUSIONS: DMSS IN THE S100A13 GENE MAY BE POTENTIAL BIOMARKERS OF DR.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
20   382  47 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