1 718 192 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 2 6311 29 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 3 1967 39 EPIGENETIC ALTERATION OF THE DOPAMINE TRANSPORTER GENE IN ALCOHOL-DEPENDENT PATIENTS IS ASSOCIATED WITH AGE. CHRONIC ALCOHOL ABUSE AND DEPENDENCE ARE ASSOCIATED WITH DYSFUNCTIONAL DOPAMINERGIC NEUROTRANSMISSION IN MESOCORTICOLIMBIC CIRCUITS. GENETIC AND ENVIRONMENTAL FACTORS HAVE BEEN SHOWN TO MODULATE SUSCEPTIBILITY TO ALCOHOL DEPENDENCE, AND BOTH MAY ACT THROUGH EPIGENETIC MECHANISMS THAT CAN MODULATE GENE EXPRESSION, E.G. DNA METHYLATION AT CPG SITES. RECENT STUDIES HAVE SUGGESTED THAT DNA METHYLATION PATTERNS MAY CHANGE OVER TIME. HOWEVER, FEW DATA ARE AVAILABLE CONCERNING THE RATE OF THESE CHANGES IN SPECIFIC GENES. A RECENT STUDY FOUND THAT HYPERMETHYLATION OF THE PROMOTER OF THE DOPAMINE TRANSPORTER (DAT) GENE WAS POSITIVELY CORRELATED WITH ALCOHOL DEPENDENCE AND NEGATIVELY CORRELATED WITH ALCOHOL CRAVING. THE AIM OF THE PRESENT STUDY WAS TO REPLICATE THESE FINDINGS IN A LARGER SAMPLE OF ALCOHOL-DEPENDENT PATIENTS AND POPULATION-BASED CONTROLS MATCHED FOR AGE AND SEX. NO DIFFERENCE IN METHYLATION LEVEL WAS OBSERVED BETWEEN PATIENTS AND CONTROLS, AND NO DIFFERENCE IN METHYLATION LEVEL WAS OBSERVED BEFORE AND AFTER ALCOHOL WITHDRAWAL IN PATIENTS. HOWEVER, PATIENTS WITH MORE SEVERE CRAVING SHOWED A TREND TOWARDS LOWER DAT METHYLATION LEVELS (P = 0.07), WHICH IS CONSISTENT WITH PREVIOUS FINDINGS. FURTHERMORE, IN OUR OVERALL SAMPLE, DAT METHYLATION LEVELS INCREASED WITH AGE. INTERESTINGLY, A SEPARATE ANALYSIS OF PATIENTS SUGGESTED THAT THIS FINDING WAS MAINLY DRIVEN BY THE PATIENT GROUP. ALTHOUGH THE PRESENT DATA DO NOT CLARIFY WHETHER CHRONIC ALCOHOL ABUSE IS RESPONSIBLE FOR THIS PHENOMENON OR MERELY ENHANCES AN AGEING-SPECIFIC PROCESS, OUR FINDINGS SUGGEST THAT HYPERMETHYLATION IN ALCOHOL-DEPENDENT PATIENTS IS A CONSEQUENCE, RATHER THAN A CAUSE, OF THE DISORDER. 2014 4 344 38 ALTERED BDNF METHYLATION IN PATIENTS WITH CHRONIC MUSCULOSKELETAL PAIN AND HIGH BIOPSYCHOSOCIAL COMPLEXITY. PURPOSE: THE INTERMED INSTRUMENT, WHICH WAS DEVELOPED TO MEASURE PATIENT'S BIOPSYCHOSOCIAL (BPS) COMPLEXITY, REPRESENTS A POWERFUL DIAGNOSTIC AND THERAPEUTIC TOOL. EPIGENETIC CHANGES ARE THE INTERFACE BETWEEN SIGNALS FROM THE ENVIRONMENT AND GENETIC MODIFICATIONS, AFFECTING GENE EXPRESSION, IN PARTICULAR, BY DNA METHYLATION OF CPG DINUCLEOTIDES IN PROMOTOR REGIONS OF THE CORRESPONDING GENES. THE BRAIN-DERIVED NEUROTROPHIC FACTOR (BDNF) GENE PLAYS A CRUCIAL ROLE IN THE CENTRAL SENSITIZATION (CS) OF PAIN. IN THIS STUDY, WE HYPOTHESIZED THAT CHRONIC PAIN MODIFIES THE METHYLATION LEVELS OF THE BDNF GENE IN A MANNER THAT IS INTERCONNECTED WITH THE BPS STATUS. PATIENTS AND METHODS: FIFTY-EIGHT CHRONIC MUSCULOSKELETAL PAIN PATIENTS (CMSP) WERE ENROLLED IN THE STUDY. DNA WAS EXTRACTED FROM BLOOD SAMPLES, THE METHYLATION LEVELS OF 13 CPG SITES IN THE BDNF PROMOTER WERE MEASURED BY PYROSEQUENCING, AND ASSOCIATION STUDIES WITH VARIOUS PATIENT PARAMETERS AND THE INTERMED SCORES WERE PERFORMED. RESULTS: INTERESTINGLY, A NEGATIVE CORRELATION (-0.40) WAS FOUND BETWEEN THE TOTAL INTERMED SCORES AND THE AVERAGE CPG METHYLATION VALUES OF THE BDNF GENE, BUT NO CORRELATION WAS OBSERVED WITH THE SEVERITY OF PAIN, DEGREE OF ANXIETY, DEPRESSION, OR KINESIOPHOBIA AND CATASTROPHISM. MOREOVER, THE ASSOCIATION WAS INDEPENDENT OF AGE, SEX AND LEVEL OF COMORBIDITIES. CONCLUSION: THIS RESULT SHOWS THAT CMSP, IN ASSOCIATION WITH ITS BIOPSYCHOSOCIAL CONTEXT, EPIGENETICALLY DECREASES THE DEGREE OF METHYLATION OF THE BDNF PROMOTER AND SHOULD THEREFORE INCREASE THE LEVEL OF BDNF TRANSCRIPTION. IT ALSO SUGGESTS A ROLE OF THE INTERMED TOOL TO DETECT A RELATIONSHIP BETWEEN THE BPS COMPLEXITY AND THE EPIGENETIC CONTROL OF A TARGET GENE. THE POSSIBLE UPREGULATION OF BDNF EXPRESSION MIGHT BE, AT LEAST IN PART, THE SIGNAL FOR CHRONIC PAIN-INDUCED CENTRAL SENSITIZATION (CS). THIS COULD PARTLY EXPLAIN WHY PATIENTS WITH A HIGHER LEVEL OF COMPLEXITY FEEL MORE PAIN THAN THOSE WITH LOWER COMPLEXITY. 2020 5 2920 35 GENE-SET ANALYSIS IS SEVERELY BIASED WHEN APPLIED TO GENOME-WIDE METHYLATION DATA. MOTIVATION: DNA METHYLATION IS AN EPIGENETIC MARK THAT CAN STABLY REPRESS GENE EXPRESSION. BECAUSE OF ITS BIOLOGICAL AND CLINICAL SIGNIFICANCE, SEVERAL METHODS HAVE BEEN DEVELOPED TO COMPARE GENOME-WIDE PATTERNS OF METHYLATION BETWEEN GROUPS OF SAMPLES. THE APPLICATION OF GENE SET ANALYSIS TO IDENTIFY RELEVANT GROUPS OF GENES THAT ARE ENRICHED FOR DIFFERENTIALLY METHYLATED GENES IS OFTEN A MAJOR COMPONENT OF THE ANALYSIS OF THESE DATA. THIS CAN BE USED, FOR EXAMPLE, TO IDENTIFY PROCESSES OR PATHWAYS THAT ARE PERTURBED IN DISEASE DEVELOPMENT. WE SHOW THAT GENE-SET ANALYSIS, AS IT IS TYPICALLY APPLIED TO GENOME-WIDE METHYLATION ASSAYS, IS SEVERELY BIASED AS A RESULT OF DIFFERENCES IN THE NUMBERS OF CPG SITES ASSOCIATED WITH DIFFERENT CLASSES OF GENES AND GENE PROMOTERS. RESULTS: WE DEMONSTRATE THIS BIAS USING PUBLISHED DATA FROM A STUDY OF DIFFERENTIAL CPG ISLAND METHYLATION IN LUNG CANCER AND A DATASET WE GENERATED TO STUDY METHYLATION CHANGES IN PATIENTS WITH LONG-STANDING ULCERATIVE COLITIS. WE SHOW THAT SEVERAL OF THE GENE SETS THAT SEEM ENRICHED WOULD ALSO BE IDENTIFIED WITH RANDOMIZED DATA. WE SUGGEST TWO EXISTING APPROACHES THAT CAN BE ADAPTED TO CORRECT THE BIAS. ACCOUNTING FOR THE BIAS IN THE LUNG CANCER AND ULCERATIVE COLITIS DATASETS PROVIDES NOVEL BIOLOGICAL INSIGHTS INTO THE ROLE OF METHYLATION IN CANCER DEVELOPMENT AND CHRONIC INFLAMMATION, RESPECTIVELY. OUR RESULTS HAVE SIGNIFICANT IMPLICATIONS FOR MANY PREVIOUS GENOME-WIDE METHYLATION STUDIES THAT HAVE DRAWN CONCLUSIONS ON THE BASIS OF SUCH STRONGLY BIASED ANALYSIS. CONTACT: CATHAL.SEOIGHE@NUIGALWAY.IE SUPPLEMENTARY INFORMATION: SUPPLEMENTARY DATA ARE AVAILABLE AT BIOINFORMATICS ONLINE. 2013 6 1345 35 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 1599 34 DNA METHYLATION SIGNATURE OF CHILDHOOD CHRONIC PHYSICAL AGGRESSION IN T CELLS OF BOTH MEN AND WOMEN. BACKGROUND: HIGH FREQUENCY OF PHYSICAL AGGRESSION IS THE CENTRAL FEATURE OF SEVERE CONDUCT DISORDER AND IS ASSOCIATED WITH A WIDE RANGE OF SOCIAL, MENTAL AND PHYSICAL HEALTH PROBLEMS. WE HAVE PREVIOUSLY TESTED THE HYPOTHESIS THAT DIFFERENTIAL DNA METHYLATION SIGNATURES IN PERIPHERAL T CELLS ARE ASSOCIATED WITH A CHRONIC AGGRESSION TRAJECTORY IN MALES. DESPITE THE FACT THAT SEX DIFFERENCES APPEAR TO PLAY A PIVOTAL ROLE IN DETERMINING THE DEVELOPMENT, MAGNITUDE AND FREQUENCY OF AGGRESSION, MOST OF PREVIOUS STUDIES FOCUSED ON MALES, SO LITTLE IS KNOWN ABOUT FEMALE CHRONIC PHYSICAL AGGRESSION. WE THEREFORE TESTED HERE WHETHER OR NOT THERE IS A SIGNATURE OF PHYSICAL AGGRESSION IN FEMALE DNA METHYLATION AND, IF THERE IS, HOW IT RELATES TO THE SIGNATURE OBSERVED IN MALES. METHODOLOGY/PRINCIPAL FINDINGS: METHYLATION PROFILES WERE CREATED USING THE METHOD OF METHYLATED DNA IMMUNOPRECIPITATION (MEDIP) FOLLOWED BY MICROARRAY HYBRIDIZATION AND STATISTICAL AND BIOINFORMATIC ANALYSES ON T CELL DNA OBTAINED FROM ADULT WOMEN WHO WERE FOUND TO BE ON A CHRONIC PHYSICAL AGGRESSION TRAJECTORY (CPA) BETWEEN 6 AND 12 YEARS OF AGE COMPARED TO WOMEN WHO FOLLOWED A NORMAL PHYSICAL AGGRESSION TRAJECTORY. WE CONFIRMED THE EXISTENCE OF A WELL-DEFINED, GENOME-WIDE SIGNATURE OF DNA METHYLATION ASSOCIATED WITH CHRONIC PHYSICAL AGGRESSION IN THE PERIPHERAL T CELLS OF ADULT FEMALES THAT INCLUDES MANY OF THE GENES SIMILARLY ASSOCIATED WITH PHYSICAL AGGRESSION IN THE SAME CELL TYPES OF ADULT MALES. CONCLUSIONS: THIS STUDY IN A SMALL NUMBER OF WOMEN PRESENTS PRELIMINARY EVIDENCE FOR A GENOME-WIDE VARIATION IN PROMOTER DNA METHYLATION THAT ASSOCIATES WITH CPA IN WOMEN THAT WARRANT LARGER STUDIES FOR FURTHER VERIFICATION. A SIGNIFICANT PROPORTION OF THESE ASSOCIATIONS WERE PREVIOUSLY OBSERVED IN MEN WITH CPA SUPPORTING THE HYPOTHESIS THAT THE EPIGENETIC SIGNATURE OF EARLY LIFE AGGRESSION IN FEMALES IS COMPOSED OF A COMPONENT SPECIFIC TO FEMALES AND ANOTHER COMMON TO BOTH MALES AND FEMALES. 2014 8 2766 40 EXPRESSION, POLYMORPHISM AND METHYLATION PATTERN OF INTERLEUKIN-6 IN PERIODONTAL TISSUES. PERIODONTITIS IS CONSIDERED AN INFLAMMATORY DISORDER OF BACTERIAL ETIOLOGY THAT RESULTS IN PERIODONTAL TISSUE DESTRUCTION, AS A RESULT OF COMPLEX INTERACTIONS BETWEEN PERIODONTAL PATHOGENS, HOST AND IMMUNE RESPONSE. GENETIC AND EPIGENETIC MECHANISMS MAY MODULATE THE INDIVIDUAL RESPONSE SINCE IT IS ABLE TO INFLUENCE THE GENE EXPRESSION. THE AIM OF THIS STUDY WAS TO EVALUATE THE IMPACT OF -174 G/C POLYMORPHISM AND THE METHYLATION STATUS OF THE PROMOTER REGION OF IL-6 GENE ON THE EXPRESSION OF IL-6 IN GINGIVAL SAMPLES FROM INDIVIDUALS WITH CHRONIC PERIODONTITIS. GINGIVAL BIOPSIES WERE COLLECTED FROM 21 PATIENTS WITH CHRONIC PERIODONTITIS AND 21 CONTROLS. HISTOLOGIC SECTIONS STAINED BY HEMATOXYLIN-EOSIN WERE USED FOR HISTOPATHOLOGICAL EVALUATION. THE IL-6 GENE EXPRESSION WAS ASSESSED BY QUANTITATIVE REAL-TIME PCR. THE POLYMORPHISM IL-6 -174 C/G WAS STUDIED BY POLYMERASE CHAIN REACTION (PCR) AMPLIFICATION AND RESTRICTION ENDONUCLEASE DIGESTION (HSPII). METHYLATION-SPECIFIC POLYMERASE CHAIN REACTION WAS USED TO VERIFY THE DNA METHYLATION PATTERN. THE NUMBER OF INFLAMMATORY CELLS IN TISSUE FRAGMENTS FROM INDIVIDUALS WITH CHRONIC PERIODONTITIS WAS HIGHER THAN IN THE CONTROL GROUP AND THE INFLAMMATORY INFILTRATE WAS PREDOMINANTLY MONONUCLEAR. THE EXPRESSION OF IL-6 WAS HIGHER IN THE GROUP WITH PERIODONTITIS. IN POLYMORPHISM ASSAY, NO STATISTICAL DIFFERENCE IN THE DISTRIBUTION OF GENOTYPES AND ALLELES IN BOTH GROUPS WERE OBSERVED. THE MOST OF SAMPLES WERE PARTIALLY METHYLATED. NO DIFFERENCE WAS OBSERVED IN METHYLATION PATTERN FROM TWO DIFFERENT REGIONS OF THE IL-6 GENE AMONG GROUPS. THE HIGH EXPRESSION OF IL-6 IS AN IMPORTANT FACTOR RELATED TO CHRONIC PERIODONTITIS, BUT WAS NOT ASSOCIATED WITH METHYLATION STATUS OR THE -174 (G/C) GENETIC POLYMORPHISM, SUGGESTING THAT OTHER MECHANISMS ARE INVOLVED IN THIS GENE TRANSCRIPTION REGULATION. 2013 9 287 29 AGING AND CHRONIC SUN EXPOSURE CAUSE DISTINCT EPIGENETIC CHANGES IN HUMAN SKIN. EPIGENETIC CHANGES ARE WIDELY CONSIDERED TO PLAY AN IMPORTANT ROLE IN AGING, BUT EXPERIMENTAL EVIDENCE TO SUPPORT THIS HYPOTHESIS HAS BEEN SCARCE. WE HAVE USED ARRAY-BASED ANALYSIS TO DETERMINE GENOME-SCALE DNA METHYLATION PATTERNS FROM HUMAN SKIN SAMPLES AND TO INVESTIGATE THE EFFECTS OF AGING, CHRONIC SUN EXPOSURE, AND TISSUE VARIATION. OUR RESULTS REVEAL A HIGH DEGREE OF TISSUE SPECIFICITY IN THE METHYLATION PATTERNS AND ALSO SHOWED VERY LITTLE INTERINDIVIDUAL VARIATION WITHIN TISSUES. DATA STRATIFICATION BY AGE REVEALED THAT DNA FROM OLDER INDIVIDUALS WAS CHARACTERIZED BY A SPECIFIC HYPERMETHYLATION PATTERN AFFECTING LESS THAN 1% OF THE MARKERS ANALYZED. INTERESTINGLY, STRATIFICATION BY SUN EXPOSURE PRODUCED A FUNDAMENTALLY DIFFERENT PATTERN WITH A SIGNIFICANT TREND TOWARDS HYPOMETHYLATION. OUR RESULTS THUS IDENTIFY DEFINED AGE-RELATED DNA METHYLATION CHANGES AND SUGGEST THAT THESE ALTERATIONS MIGHT CONTRIBUTE TO THE PHENOTYPIC CHANGES ASSOCIATED WITH SKIN AGING. 2010 10 1577 34 DNA METHYLATION PROFILE IN CHRONIC MYELOMONOCYTIC LEUKEMIA ASSOCIATES WITH DISTINCT CLINICAL, BIOLOGICAL AND GENETIC FEATURES. CHROMOSOMAL ABNORMALITIES ARE DETECTED IN 20-30% OF PATIENTS WITH CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) AND CORRELATE WITH PROGNOSIS. ON THE MUTATION LEVEL, DISRUPTIVE ALTERATIONS ARE PARTICULARLY FREQUENT IN CHROMATIN REGULATORY GENES. HOWEVER, LITTLE IS KNOWN ABOUT THE CONSEQUENTIAL ALTERATIONS IN THE EPIGENETIC MARKING OF THE GENOME. HERE, WE REPORT THE ANALYSIS OF GENOMIC DNA METHYLATION PATTERNS OF 64 CMML PATIENTS AND 10 HEALTHY CONTROLS, USING A DNA METHYLATION MICROARRAY FOCUSED ON PROMOTER REGIONS. DIFFERENTIAL METHYLATION ANALYSIS BETWEEN PATIENTS AND CONTROLS ALLOWED US TO IDENTIFY ABNORMALITIES IN DNA METHYLATION, INCLUDING HYPERMETHYLATION OF SPECIFIC GENES AND LARGE GENOME REGIONS WITH ABERRANT DNA METHYLATION. UNSUPERVISED HIERARCHICAL CLUSTER ANALYSIS IDENTIFIED TWO MAIN CLUSTERS THAT ASSOCIATED WITH THE CLINICAL, BIOLOGICAL, AND GENETIC FEATURES OF PATIENTS. GROUP 1 WAS ENRICHED IN PATIENTS WITH ADVERSE CLINICAL AND BIOLOGICAL CHARACTERISTICS AND POORER OVERALL AND PROGRESSION-FREE SURVIVAL. IN ADDITION, SIGNIFICANT DIFFERENCES IN DNA METHYLATION WERE OBSERVED BETWEEN PATIENTS WITH LOW RISK AND INTERMEDIATE/HIGH RISK KARYOTYPES AND BETWEEN TET2 MUTANT AND WILD TYPE PATIENTS. TAKEN TOGETHER, OUR RESULTS DEMONSTRATE THAT ALTERED DNA METHYLATION PATTERNS REFLECT THE CMML DISEASE STATE AND ALLOW TO IDENTIFY PATIENT GROUPS WITH DISTINCT CLINICAL FEATURES. 2018 11 70 29 A METHOD TO DETECT DIFFERENTIALLY METHYLATED LOCI WITH NEXT-GENERATION SEQUENCING. EPIGENETIC CHANGES, ESPECIALLY DNA METHYLATION AT CPG LOCI HAVE IMPORTANT IMPLICATIONS IN CANCER AND OTHER COMPLEX DISEASES. WITH THE DEVELOPMENT OF NEXT-GENERATION SEQUENCING (NGS), IT IS FEASIBLE TO GENERATE DATA TO INTERROGATE THE DIFFERENCE IN METHYLATION STATUS FOR GENOME-WIDE LOCI USING CASE-CONTROL DESIGN. HOWEVER, A PROPER AND EFFICIENT STATISTICAL TEST IS LACKING. THERE ARE SEVERAL CHALLENGES. FIRST, UNLIKE METHYLATION EXPERIMENTS USING MICROARRAYS, WHERE THERE IS ONE MEASURE OF METHYLATION FOR ONE INDIVIDUAL AT A PARTICULAR CPG SITE, HERE WE HAVE THE COUNTS OF METHYLATION ALLELE AND UNMETHYLATION ALLELE FOR EACH INDIVIDUAL. SECOND, DUE TO THE NATURE OF SAMPLE PREPARATION, THE MEASURED METHYLATION REFLECTS THE METHYLATION STATUS OF A MIXTURE OF CELLS INVOLVED IN SAMPLE PREPARATION. THEREFORE, THE UNDERLYING DISTRIBUTION OF THE MEASURED METHYLATION LEVEL IS UNKNOWN, AND A ROBUST TEST IS MORE DESIRABLE THAN PARAMETRIC APPROACH. THIRD, CURRENTLY NGS MEASURES METHYLATION AT OVER 2 MILLION CPG SITES. ANY STATISTICAL TESTS HAVE TO BE COMPUTATIONALLY EFFICIENT IN ORDER TO BE APPLIED TO THE NGS DATA. TAKING THESE CHALLENGES INTO ACCOUNT, WE PROPOSE A TEST FOR DIFFERENTIAL METHYLATION BASED ON CLUSTERED DATA ANALYSIS BY MODELING THE METHYLATION COUNTS. WE PERFORMED SIMULATIONS TO SHOW THAT IT IS ROBUST UNDER SEVERAL DISTRIBUTIONS FOR THE MEASURED METHYLATION LEVELS. IT HAS GOOD POWER AND IS COMPUTATIONALLY EFFICIENT. FINALLY, WE APPLY THE TEST TO OUR NGS DATA ON CHRONIC LYMPHOCYTIC LEUKEMIA. THE RESULTS INDICATE THAT IT IS A PROMISING AND PRACTICAL TEST. 2013 12 2400 33 EPIGENETIC REPROGRAMMING OF IMMUNE CELLS IN WOMEN WITH PCOS IMPACT GENES CONTROLLING REPRODUCTIVE FUNCTION. CONTEXT: POLYCYSTIC OVARY SYNDROME (PCOS) IS A CHRONIC DISEASE AFFECTING REPRODUCTIVE FUNCTION AND WHOLE-BODY METABOLISM. ALTHOUGH THE ETIOLOGY IS UNCLEAR, EMERGING EVIDENCE INDICATES THAT THE EPIGENETICS MAY BE A CONTRIBUTING FACTOR. OBJECTIVE: TO DETERMINE THE ROLE OF GLOBAL AND GENOME-WIDE EPIGENETIC MODIFICATIONS IN SPECIFIC IMMUNE CELLS IN PCOS COMPARED WITH CONTROLS AND WHETHER THESE COULD BE RELATED TO CLINICAL FEATURES OF PCOS. DESIGN: CROSS-SECTIONAL STUDY. PARTICIPANTS: WOMEN WITH (N = 17) OR WITHOUT PCOS (N = 17). SETTING: RECRUITED FROM THE GENERAL COMMUNITY. MAIN OUTCOME MEASURES: ISOLATED PERIPHERAL BLOOD MONONUCLEAR CELLS WERE ANALYZED USING MULTICOLOR FLOW CYTOMETRY METHODS TO DETERMINE GLOBAL DNA METHYLATION LEVELS IN A CELL-SPECIFIC FASHION. TRANSCRIPTOMIC AND GENOME-WIDE DNA METHYLATION ANALYSES WERE PERFORMED ON T HELPER CELLS USING RNA SEQUENCING AND REDUCED REPRESENTATION BISULFITE SEQUENCING. RESULTS: WOMEN WITH PCOS HAD LOWER GLOBAL DNA METHYLATION IN MONOCYTES (P = 0.006) AND IN T HELPER (P = 0.004), T CYTOTOXIC (P = 0.004), AND B CELLS (P = 0.03). SPECIFIC GENOME-WIDE DNA METHYLATION ANALYSIS OF T HELPER CELLS FROM WOMEN WITH PCOS IDENTIFIED 5581 DIFFERENTIALLY METHYLATED CPG SITES. FUNCTIONAL GENE ONTOLOGY ENRICHMENT ANALYSIS SHOWED THAT GENES LOCATED AT THE PROXIMITY OF DIFFERENTIALLY METHYLATED CPG SITES BELONG TO PATHWAYS RELATED TO REPRODUCTIVE FUNCTION AND IMMUNE CELL FUNCTION. HOWEVER, THESE GENES WERE NOT ALTERED AT THE TRANSCRIPTOMIC LEVEL. CONCLUSIONS: IT WAS SHOWN THAT PCOS IS ASSOCIATED WITH GLOBAL AND GENE-SPECIFIC DNA METHYLATION REMODELING IN A CELL TYPE-SPECIFIC MANNER. FURTHER INVESTIGATION IS WARRANTED TO DETERMINE WHETHER EPIGENETIC REPROGRAMMING OF IMMUNE CELLS IS IMPORTANT IN DETERMINING THE DIFFERENT PHENOTYPES OF PCOS. 2019 13 5706 33 SINGLE-MOLECULE QUANTIFICATION OF 5-HYDROXYMETHYLCYTOSINE FOR DIAGNOSIS OF BLOOD AND COLON CANCERS. BACKGROUND: THE DNA MODIFICATION 5-HYDROXYMETHYLCYTOSINE (5HMC) IS NOW REFERRED TO AS THE SIXTH BASE OF DNA WITH EVIDENCE OF TISSUE-SPECIFIC PATTERNS AND CORRELATION WITH GENE REGULATION AND EXPRESSION. THIS EPIGENETIC MARK WAS RECENTLY REPORTED AS A POTENTIAL BIOMARKER FOR MULTIPLE TYPES OF CANCER, BUT ITS APPLICATION IN THE CLINIC IS LIMITED BY THE UTILITY OF RECENT 5HMC QUANTIFICATION ASSAYS. WE USE A RECENTLY DEVELOPED, ULTRA-SENSITIVE, FLUORESCENCE-BASED SINGLE-MOLECULE METHOD FOR GLOBAL QUANTIFICATION OF 5HMC IN GENOMIC DNA. THE HIGH SENSITIVITY OF THE METHOD GIVES ACCESS TO PRECISE QUANTIFICATION OF EXTREMELY LOW 5HMC LEVELS COMMON IN MANY CANCERS. METHODS: WE ASSESSED 5HMC LEVELS IN DNA EXTRACTED FROM A SET OF COLON AND BLOOD CANCER SAMPLES AND COMPARED 5HMC LEVELS WITH HEALTHY CONTROLS, IN A SINGLE-MOLECULE APPROACH. RESULTS: USING OUR METHOD, WE OBSERVED A SIGNIFICANTLY REDUCED LEVEL OF 5HMC IN BLOOD AND COLON CANCERS AND COULD DISTINGUISH BETWEEN COLON TUMOR AND COLON TISSUE ADJACENT TO THE TUMOR BASED ON THE GLOBAL LEVELS OF THIS MOLECULAR BIOMARKER. CONCLUSIONS: SINGLE-MOLECULE DETECTION OF 5HMC ALLOWS DISTINGUISHING BETWEEN MALIGNANT AND HEALTHY TISSUE IN CLINICALLY RELEVANT AND ACCESSIBLE TISSUE SUCH AS BLOOD AND COLON. THE PRESENTED METHOD OUTPERFORMS CURRENT COMMERCIALLY AVAILABLE QUANTIFICATION KITS AND MAY POTENTIALLY BE DEVELOPED INTO A WIDELY USED, 5HMC QUANTIFICATION ASSAY FOR RESEARCH AND CLINICAL DIAGNOSTICS. FURTHERMORE, USING THIS METHOD, WE CONFIRM THAT 5HMC IS A GOOD MOLECULAR BIOMARKER FOR DIAGNOSING COLON AND VARIOUS TYPES OF BLOOD CANCER. 2017 14 665 45 BLOOD TRANSCRIPTOMICS OF DRUG-NAIVE SPORADIC PARKINSON'S DISEASE PATIENTS. BACKGROUND: PARKINSON'S DISEASE (PD) IS A CHRONIC PROGRESSIVE NEURODEGENERATIVE DISORDER THAT IS CLINICALLY DEFINED IN TERMS OF MOTOR SYMPTOMS. THESE ARE PRECEDED BY PRODROMAL NON-MOTOR MANIFESTATIONS THAT PROVE THE SYSTEMIC NATURE OF THE DISEASE. IDENTIFYING GENES AND PATHWAYS ALTERED IN LIVING PATIENTS PROVIDE NEW INFORMATION ON THE DIAGNOSIS AND PATHOGENESIS OF SPORADIC PD. METHODS: CHANGES IN GENE EXPRESSION IN THE BLOOD OF 40 SPORADIC PD PATIENTS AND 20 HEALTHY CONTROLS ("DISCOVERY SET") WERE ANALYZED BY TAKING ADVANTAGE OF THE AFFYMETRIX PLATFORM. PATIENTS WERE AT THE ONSET OF MOTOR SYMPTOMS AND BEFORE INITIATING ANY PHARMACOLOGICAL TREATMENT. DATA ANALYSIS WAS PERFORMED BY APPLYING RANKING-PRINCIPAL COMPONENT ANALYSIS, PUMA AND SIGNIFICANCE ANALYSIS OF MICROARRAYS. FUNCTIONAL ANNOTATIONS WERE ASSIGNED USING GO, DAVID, GSEA TO UNVEIL SIGNIFICANT ENRICHED BIOLOGICAL PROCESSES IN THE DIFFERENTIALLY EXPRESSED GENES. THE EXPRESSIONS OF SELECTED GENES WERE VALIDATED USING RT-QPCR AND SAMPLES FROM AN INDEPENDENT COHORT OF 12 PATIENTS AND CONTROLS ("VALIDATION SET"). RESULTS: GENE EXPRESSION PROFILING OF BLOOD SAMPLES DISCRIMINATES PD PATIENTS FROM HEALTHY CONTROLS AND IDENTIFIES DIFFERENTIALLY EXPRESSED GENES IN BLOOD. THE MAJORITY OF THESE ARE ALSO PRESENT IN DOPAMINERGIC NEURONS OF THE SUBSTANTIA NIGRA, THE KEY SITE OF NEURODEGENERATION. TOGETHER WITH NEURONAL APOPTOSIS, LYMPHOCYTE ACTIVATION AND MITOCHONDRIAL DYSFUNCTION, ALREADY FOUND IN PREVIOUS ANALYSIS OF PD BLOOD AND POST-MORTEM BRAINS, WE UNVEILED TRANSCRIPTOME CHANGES ENRICHED IN BIOLOGICAL TERMS RELATED TO EPIGENETIC MODIFICATIONS INCLUDING CHROMATIN REMODELING AND METHYLATION. CANDIDATE TRANSCRIPTS AS CBX5, TCF3, MAN1C1 AND DOCK10 WERE VALIDATED BY RT-QPCR. CONCLUSIONS: OUR DATA SUPPORT THE USE OF BLOOD TRANSCRIPTOMICS TO STUDY NEURODEGENERATIVE DISEASES. IT IDENTIFIES CHANGES IN CRUCIAL COMPONENTS OF CHROMATIN REMODELING AND METHYLATION MACHINERIES AS EARLY EVENTS IN SPORADIC PD SUGGESTING EPIGENETICS AS TARGET FOR THERAPEUTIC INTERVENTION. 2015 15 2682 26 EVALUATION OF SERUM LINE-1 HYPOMETHYLATION AS A PROGNOSTIC MARKER FOR HEPATOCELLULAR CARCINOMA. BACKGROUND AND STUDY AIMS: GLOBAL HYPOMETHYLATION IS ONE OF THE MOST CONSISTENT EPIGENETIC CHANGES IN CANCER. DEVELOPMENT OF HEPATOCELLULAR CARCINOMA (HCC) MUST BE UNDERSTOOD AS A MULTISTEP PROCESS WITH ACCUMULATION OF GENETIC AND EPIGENETIC ALTERATIONS. IN THE LAST DECADES, IN ADDITION TO GENETIC ALTERATIONS, EPIGENETIC CHANGES HAVE BEEN RECOGNIZED AS AN IMPORTANT AND ALTERNATIVE MECHANISM IN TUMOURIGENESIS. WE INVESTIGATED THE CLINICAL IMPLICATIONS OF GLOBAL HYPOMETHYLATION IN THE SERA OF PATIENTS WITH HEPATOCELLULAR CARCINOMA (HCC). PATIENTS AND METHODS: PCR WAS USED TO ASSESS THE METHYLATION STATUS OF LONG INTERSPERSED NUCLEAR ELEMENT TYPE 1 (LINE-1) REPETITIVE SEQUENCES IN GENOMIC DNA DERIVED FROM SERA OF 50 PATIENTS WITH HCC, 20 PATIENTS WITH CIRRHOSIS, 20 PATIENTS WITH CHRONIC HEPATITIS C AND 10 HEALTHY SUBJECTS. RESULTS: SERUM GENOME HYPOMETHYLATION WAS SIGNIFICANTLY INCREASED IN PATIENTS WITH HCC (P<0.001). THE LEVELS OF SERUM LINE-1 HYPOMETHYLATION AT INITIAL PRESENTATION CORRELATED SIGNIFICANTLY WITH TUMOUR SIZE, TUMOUR NUMBER AND ALPHA-FOETOPROTEIN LEVEL. MOREOVER HIGH SERUM LINE-1 HYPOMETHYLATION CORRELATES SIGNIFICANTLY WITH POOR SURVIVAL. CONCLUSION: SERUM LINE-1 HYPOMETHYLATION MAY SERVE AS A PROGNOSTIC MARKER FOR PATIENTS WITH HCC. 2011 16 1561 28 DNA METHYLATION OF CHRONIC LYMPHOCYTIC LEUKEMIA WITH DIFFERENTIAL RESPONSE TO CHEMOTHERAPY. ACQUIRED RESISTANCE TO CHEMOTHERAPY IS AN IMPORTANT CLINICAL PROBLEM AND CAN ALSO OCCUR WITHOUT DETECTABLE CYTOGENETIC ABERRATIONS OR GENE MUTATIONS. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS MOLECULARLY WELL CHARACTERIZED AND HAS BEEN ELEMENTAL FOR ESTABLISHING CENTRAL PARADIGMS IN ONCOLOGY. THIS PROMPTED US TO CHECK WHETHER SPECIFIC EPIGENETIC CHANGES AT THE LEVEL OF DNA METHYLATION MIGHT UNDERLIE DEVELOPMENT OF TREATMENT RESISTANCE. WE USED ILLUMINA INFINIUM HUMANMETHYLATION450 BEADCHIPS TO OBTAIN DNA METHYLATION PROFILES OF 71 CLL PATIENTS WITH DIFFERENTIAL RESPONSES. THIRTY-SIX PATIENTS WERE CATEGORIZED AS RELAPSED/REFRACTORY AFTER TREATMENT WITH FLUDARABINE OR BENDAMUSTINE AND 21 OF THEM HAD GENETIC ABERRATIONS OF TP53. THE OTHER 35 PATIENTS WERE UNTREATED AT THE TIME OF SAMPLING AND 15 OF THEM HAD GENETIC ABERRATION OF TP53. ALTHOUGH WE COULD NOT CORRELATE CHEMORESISTANCE WITH EPIGENETIC CHANGES, THE PATIENTS WERE COMPREHENSIVELY CHARACTERIZED REGARDING RELEVANT PROGNOSTIC AND MOLECULAR MARKERS (E.G. IGHV MUTATION STATUS, CHROMOSOME ABERRATIONS, TP53 MUTATION STATUS, CLINICAL PARAMETERS), WHICH MAKES OUR DATASET A UNIQUE AND VALUABLE RESOURCE THAT CAN BE USED BY RESEARCHERS TO TEST ALTERNATIVE HYPOTHESES. 2020 17 5305 43 PROTEOMICS ANALYSIS OF HUMAN OBESITY REVEALS THE EPIGENETIC FACTOR HDAC4 AS A POTENTIAL TARGET FOR OBESITY. SEDENTARY LIFESTYLE AND EXCESSIVE ENERGY INTAKE ARE PROMINENT CONTRIBUTORS TO OBESITY; A MAJOR RISK FACTORS FOR THE DEVELOPMENT OF INSULIN RESISTANCE, TYPE 2 DIABETES AND CARDIOVASCULAR DISEASES. ELUCIDATING THE MOLECULAR MECHANISMS UNDERLYING THESE CHRONIC CONDITIONS IS OF RELEVANT IMPORTANCE AS IT MIGHT LEAD TO THE IDENTIFICATION OF NOVEL ANTI-OBESITY TARGETS. THE PURPOSE OF THE CURRENT STUDY IS TO INVESTIGATE DIFFERENTIALLY EXPRESSED PROTEINS BETWEEN LEAN AND OBESE SUBJECTS THROUGH A SHOT-GUN QUANTITATIVE PROTEOMICS APPROACH USING PERIPHERAL BLOOD MONONUCLEAR CELLS (PBMCS) EXTRACTS AS WELL AS POTENTIAL MODULATION OF THOSE PROTEINS BY PHYSICAL EXERCISE. USING THIS APPROACH, A TOTAL OF 47 PROTEINS SHOWED AT LEAST 1.5 FOLD CHANGE BETWEEN LEAN AND OBESE SUBJECTS. IN OBESE, THE PROTEOMIC PROFILING BEFORE AND AFTER 3 MONTHS OF PHYSICAL EXERCISE SHOWED DIFFERENTIAL EXPRESSION OF 38 PROTEINS. THROMBOSPONDIN 1 (TSP1) WAS AMONG THE PROTEINS THAT WERE UPREGULATED IN OBESE SUBJECTS AND THEN DECREASED BY PHYSICAL EXERCISE. CONVERSELY, THE HISTONE DEACETYLASE 4 (HDAC4) WAS DOWNREGULATED IN OBESE SUBJECTS AND THEN INDUCED BY PHYSICAL EXERCISE. THE PROTEOMIC DATA WAS FURTHER VALIDATED BY QRT-PCR, WESTERN BLOT AND IMMUNOHISTOCHEMISTRY IN BOTH PBMCS AND ADIPOSE TISSUE. WE ALSO SHOWED THAT HDAC4 LEVELS CORRELATED POSITIVELY WITH MAXIMUM OXYGEN CONSUMPTION (VO2 MAX) BUT NEGATIVELY WITH BODY MASS INDEX, PERCENT BODY FAT, AND THE INFLAMMATORY CHEMOKINE RANTES. IN FUNCTIONAL ASSAYS, OUR DATA INDICATED THAT ECTOPIC EXPRESSION OF HDAC4 SIGNIFICANTLY IMPAIRED TNF-ALPHA-DEPENDENT ACTIVATION OF NF-KAPPAB, ESTABLISHING THUS A LINK BETWEEN HDAC4 AND REGULATION OF THE IMMUNE SYSTEM. TOGETHER, THE EXPRESSION PATTERN OF HDAC4 IN OBESE SUBJECTS BEFORE AND AFTER PHYSICAL EXERCISE, ITS CORRELATION WITH VARIOUS PHYSICAL, CLINICAL AND METABOLIC PARAMETERS ALONG WITH ITS INHIBITORY EFFECT ON NF-KAPPAB ARE SUGGESTIVE OF A PROTECTIVE ROLE OF HDAC4 AGAINST OBESITY. HDAC4 COULD THEREFORE REPRESENT A POTENTIAL THERAPEUTIC TARGET FOR THE CONTROL AND MANAGEMENT OF OBESITY AND PRESUMABLY INSULIN RESISTANCE. 2013 18 3994 32 LONGITUDINAL PROFILING IN PATIENTS UNDERGOING CARDIAC SURGERY REVEALS POSTOPERATIVE CHANGES IN DNA METHYLATION. BACKGROUND: CARDIAC SURGERY AND CARDIOPULMONARY BYPASS INDUCE A SUBSTANTIAL IMMUNE AND INFLAMMATORY RESPONSE, THE OVERACTIVATION OF WHICH IS ASSOCIATED WITH SIGNIFICANT PULMONARY, CARDIOVASCULAR, AND NEUROLOGIC COMPLICATIONS. COMMENSURATE WITH THE IMMUNE AND INFLAMMATORY RESPONSE ARE CHANGES IN THE HEART AND VASCULATURE ITSELF, WHICH TOGETHER DRIVE POSTOPERATIVE COMPLICATIONS THROUGH MECHANISMS THAT ARE POORLY UNDERSTOOD. LONGITUDINAL DNA METHYLATION PROFILING HAS THE POTENTIAL TO IDENTIFY CHANGES IN GENE REGULATORY MECHANISMS THAT ARE SECONDARY TO SURGERY AND TO IDENTIFY MOLECULAR PROCESSES THAT PREDICT AND/OR CAUSE POSTOPERATIVE COMPLICATIONS. IN THIS STUDY, WE MEASURE DNA METHYLATION IN PREOPERATIVE AND POSTOPERATIVE WHOLE BLOOD SAMPLES FROM 96 PATIENTS UNDERGOING CARDIAC SURGERY ON CARDIOPULMONARY BYPASS. RESULTS: WHILE THE VAST MAJORITY OF DNA METHYLATION IS UNCHANGED BY SURGERY AFTER ACCOUNTING FOR CHANGES IN CELL-TYPE COMPOSITION, WE IDENTIFY SEVERAL LOCI WITH STATISTICALLY SIGNIFICANT POSTOPERATIVE CHANGES IN METHYLATION. ADDITIONALLY, TWO OF THESE LOCI ARE ASSOCIATED WITH NEW-ONSET POSTOPERATIVE ATRIAL FIBRILLATION, A SIGNIFICANT COMPLICATION AFTER CARDIAC SURGERY. PAIRED STATISTICAL ANALYSIS, USE OF FACS DATA TO SUPPORT SUFFICIENT CONTROL OF CELL-TYPE HETEROGENEITY, AND MEASUREMENT OF IL6 LEVELS IN A SUBSET OF PATIENTS ADD RIGOR TO THIS ANALYSIS, ALLOWING US TO DISTINGUISH CELL-TYPE VARIABILITY FROM ACTUAL CHANGES IN METHYLATION. CONCLUSIONS: THIS STUDY IDENTIFIES SIGNIFICANT CHANGES IN DNA METHYLATION THAT OCCUR IMMEDIATELY AFTER CARDIAC SURGERY AND DEMONSTRATES THAT THESE ACUTE ALTERATIONS IN DNA METHYLATION HAVE THE GRANULARITY TO IDENTIFY PROCESSES ASSOCIATED WITH MAJOR POSTOPERATIVE COMPLICATIONS. THIS RESEARCH ALSO ESTABLISHES METHODS FOR CONTROLLING FOR CELL-TYPE VARIABILITY IN A LARGE HUMAN COHORT THAT MAY BE USEFUL TO DEPLOY IN OTHER LONGITUDINAL STUDIES OF EPIGENETIC MARKS IN THE SETTING OF ACUTE AND CHRONIC DISEASE. 2022 19 1307 31 DEFINING A METHYLATION SIGNATURE ASSOCIATED WITH OPERATIONAL TOLERANCE IN KIDNEY TRANSPLANT RECIPIENTS. OPERATIONAL TOLERANCE AFTER KIDNEY TRANSPLANTATION IS DEFINED AS STABLE GRAFT ACCEPTANCE WITHOUT THE NEED FOR IMMUNOSUPPRESSION THERAPY. HOWEVER, IT IS NOT CLEAR WHICH CELLULAR AND MOLECULAR PATHWAYS ARE DRIVING TOLERANCE IN THESE PATIENTS. WE PERFORMED GENOME-WIDE ANALYSIS OF DNA METHYLATION IN PERIPHERAL BLOOD MONONUCLEAR CELLS FROM KIDNEY TRANSPLANT RECIPIENTS WITH CHRONIC REJECTION AND OPERATIONAL TOLERANCE FROM THE GENETIC ANALYSIS OF MOLECULAR BIOMARKERS OF IMMUNOLOGICAL TOLERANCE (GAMBIT) STUDY. OUR RESULTS SHOWED THAT BOTH CLINICAL STAGES DIVERGE IN 2737 GENES, INDICATING THAT EACH ONE HAS A SPECIFIC METHYLATION SIGNATURE ASSOCIATED WITH TRANSPLANT OUTCOME. WE ALSO OBSERVED THAT TOLERANCE IS ASSOCIATED WITH DEMETHYLATION IN GENES INVOLVED IN IMMUNE FUNCTION, INCLUDING B AND T CELL ACTIVATION AND TH17 DIFFERENTIATION, WHILE IN CHRONIC REJECTION IT IS ASSOCIATED WITH INTRACELLULAR SIGNALING AND UBIQUITINATION PATHWAYS. USING CO-EXPRESSION NETWORK ANALYSIS, WE SELECTED 12 GENOMIC REGIONS THAT ARE SPECIFICALLY HYPOMETHYLATED OR HYPERMETHYLATED IN TOLERANT PATIENTS. ANALYSIS OF THESE GENES IN TRANSPLANTED PATIENTS WITH LOW DOSE OF STEROIDS SHOWED THAT THESE HAVE A SIMILAR METHYLATION SIGNATURE TO THAT OF TOLERANT RECIPIENTS. OVERALL, THESE RESULTS DEMONSTRATE THAT METHYLATION ANALYSIS CAN MIRROR THE IMMUNE STATUS ASSOCIATED WITH TRANSPLANT OUTCOME AND PROVIDES A STARTING POINT FOR UNDERSTANDING THE EPIGENETIC MECHANISMS ASSOCIATED WITH TOLERANCE. 2021 20 1556 38 DNA METHYLATION MODIFICATIONS ASSOCIATED WITH CHRONIC FATIGUE SYNDROME. CHRONIC FATIGUE SYNDROME (CFS), ALSO KNOWN AS MYALGIC ENCEPHALOMYELITIS, IS A COMPLEX MULTIFACTORIAL DISEASE THAT IS CHARACTERIZED BY THE PERSISTENT PRESENCE OF FATIGUE AND OTHER PARTICULAR SYMPTOMS FOR A MINIMUM OF 6 MONTHS. SYMPTOMS FAIL TO DISSIPATE AFTER SUFFICIENT REST AND HAVE MAJOR EFFECTS ON THE DAILY FUNCTIONING OF CFS SUFFERERS. CFS IS A MULTI-SYSTEM DISEASE WITH A HETEROGENEOUS PATIENT POPULATION SHOWING A WIDE VARIETY OF FUNCTIONAL DISABILITIES AND ITS BIOLOGICAL BASIS REMAINS POORLY UNDERSTOOD. STABLE ALTERATIONS IN GENE FUNCTION IN THE IMMUNE SYSTEM HAVE BEEN REPORTED IN SEVERAL STUDIES OF CFS. EPIGENETIC MODIFICATIONS HAVE BEEN IMPLICATED IN LONG-TERM EFFECTS ON GENE FUNCTION, HOWEVER, TO OUR KNOWLEDGE, GENOME-WIDE EPIGENETIC MODIFICATIONS ASSOCIATED WITH CFS HAVE NOT BEEN EXPLORED. WE EXAMINED THE DNA METHYLOME IN PERIPHERAL BLOOD MONONUCLEAR CELLS ISOLATED FROM CFS PATIENTS AND HEALTHY CONTROLS USING THE ILLUMINA HUMANMETHYLATION450 BEADCHIP ARRAY, CONTROLLING FOR INVARIANT PROBES AND PROBES OVERLAPPING POLYMORPHIC SEQUENCES. GENE ONTOLOGY (GO) AND NETWORK ANALYSIS OF DIFFERENTIALLY METHYLATED GENES WAS PERFORMED TO DETERMINE POTENTIAL BIOLOGICAL PATHWAYS SHOWING CHANGES IN DNA METHYLATION IN CFS. WE FOUND AN INCREASED ABUNDANCE OF DIFFERENTIALLY METHYLATED GENES RELATED TO THE IMMUNE RESPONSE, CELLULAR METABOLISM, AND KINASE ACTIVITY. GENES ASSOCIATED WITH IMMUNE CELL REGULATION, THE LARGEST COORDINATED ENRICHMENT OF DIFFERENTIALLY METHYLATED PATHWAYS, SHOWED HYPOMETHYLATION WITHIN PROMOTERS AND OTHER GENE REGULATORY ELEMENTS IN CFS. THESE DATA ARE CONSISTENT WITH EVIDENCE OF MULTISYSTEM DYSREGULATION IN CFS AND IMPLICATE THE INVOLVEMENT OF DNA MODIFICATIONS IN CFS PATHOLOGY. 2014