1 1600 96 DNA METHYLATION SIGNATURES OF ALZHEIMER'S DISEASE NEUROPATHOLOGY IN THE CORTEX ARE PRIMARILY DRIVEN BY VARIATION IN NON-NEURONAL CELL-TYPES. ALZHEIMER'S DISEASE (AD) IS A CHRONIC NEURODEGENERATIVE DISEASE CHARACTERIZED BY THE PROGRESSIVE ACCUMULATION OF AMYLOID-BETA AND NEUROFIBRILLARY TANGLES OF TAU IN THE NEOCORTEX. WE PROFILED DNA METHYLATION IN TWO REGIONS OF THE CORTEX FROM 631 DONORS, PERFORMING AN EPIGENOME-WIDE ASSOCIATION STUDY OF MULTIPLE MEASURES OF AD NEUROPATHOLOGY. WE META-ANALYZED OUR RESULTS WITH THOSE FROM PREVIOUS STUDIES OF DNA METHYLATION IN AD CORTEX (TOTAL N = 2013 DONORS), IDENTIFYING 334 CORTICAL DIFFERENTIALLY METHYLATED POSITIONS (DMPS) ASSOCIATED WITH AD PATHOLOGY INCLUDING METHYLOMIC VARIATION AT LOCI NOT PREVIOUSLY IMPLICATED IN DEMENTIA. WE SUBSEQUENTLY PROFILED DNA METHYLATION IN NEUN+ (NEURONAL-ENRICHED), SOX10+ (OLIGODENDROCYTE-ENRICHED) AND NEUN-/SOX10- (MICROGLIA- AND ASTROCYTE-ENRICHED) NUCLEI, FINDING THAT THE MAJORITY OF DMPS IDENTIFIED IN 'BULK' CORTEX TISSUE REFLECT DNA METHYLATION DIFFERENCES OCCURRING IN NON-NEURONAL CELLS. OUR STUDY HIGHLIGHTS THE POWER OF UTILIZING MULTIPLE MEASURES OF NEUROPATHOLOGY TO IDENTIFY EPIGENETIC SIGNATURES OF AD AND THE IMPORTANCE OF CHARACTERIZING DISEASE-ASSOCIATED VARIATION IN PURIFIED CELL-TYPES. 2022 2 1526 36 DNA METHYLATION CHANGES IN GLIAL CELLS OF THE NORMAL-APPEARING WHITE MATTER IN MULTIPLE SCLEROSIS PATIENTS. MULTIPLE SCLEROSIS (MS), THE LEADING CAUSE OF NON-TRAUMATIC NEUROLOGICAL DISABILITY IN YOUNG ADULTS, IS A CHRONIC INFLAMMATORY AND NEURODEGENERATIVE DISEASE OF THE CENTRAL NERVOUS SYSTEM (CNS). DUE TO THE POOR ACCESSIBILITY TO THE TARGET ORGAN, CNS-CONFINED PROCESSES UNDERPINNING THE LATER PROGRESSIVE FORM OF MS REMAIN ELUSIVE THEREBY LIMITING TREATMENT OPTIONS. WE AIMED TO EXAMINE DNA METHYLATION, A STABLE EPIGENETIC MARK OF GENOME ACTIVITY, IN GLIAL CELLS TO CAPTURE RELEVANT MOLECULAR CHANGES UNDERLYING MS NEUROPATHOLOGY. WE PROFILED DNA METHYLATION IN NUCLEI OF NON-NEURONAL CELLS, ISOLATED FROM 38 POST-MORTEM NORMAL-APPEARING WHITE MATTER (NAWM) SPECIMENS OF MS PATIENTS (N = 8) IN COMPARISON TO WHITE MATTER OF CONTROL INDIVIDUALS (N = 14), USING INFINIUM METHYLATIONEPIC BEADCHIP. WE IDENTIFIED 1,226 SIGNIFICANT (GENOME-WIDE ADJUSTED P-VALUE < 0.05) DIFFERENTIALLY METHYLATED POSITIONS (DMPS) BETWEEN MS PATIENTS AND CONTROLS. FUNCTIONAL ANNOTATION OF THE ALTERED DMP-GENES UNCOVERED ALTERATIONS OF PROCESSES RELATED TO CELLULAR MOTILITY, CYTOSKELETON DYNAMICS, METABOLIC PROCESSES, SYNAPTIC SUPPORT, NEUROINFLAMMATION AND SIGNALING, SUCH AS WNT AND TGF-BETA PATHWAYS. A FRACTION OF THE AFFECTED GENES DISPLAYED TRANSCRIPTIONAL DIFFERENCES IN THE BRAIN OF MS PATIENTS, AS REPORTED BY PUBLICALLY AVAILABLE TRANSCRIPTOMIC DATA. CELL TYPE-RESTRICTED ANNOTATION OF DMP-GENES ATTRIBUTED ALTERATIONS OF CYTOSKELETON REARRANGEMENT AND EXTRACELLULAR MATRIX REMODELLING TO ALL GLIAL CELL TYPES, WHILE SOME PROCESSES, INCLUDING ION TRANSPORT, WNT/TGF-BETA SIGNALING AND IMMUNE PROCESSES WERE MORE SPECIFICALLY LINKED TO OLIGODENDROCYTES, ASTROCYTES AND MICROGLIAL CELLS, RESPECTIVELY. OUR FINDINGS STRONGLY SUGGEST THAT NAWM GLIAL CELLS ARE HIGHLY ALTERED, EVEN IN THE ABSENCE OF LESIONAL INSULT, COLLECTIVELY EXHIBITING A MULTICELLULAR REACTION IN RESPONSE TO DIFFUSE INFLAMMATION. 2022 3 20 34 5-HYDROXYMETHYLATION-ASSOCIATED EPIGENETIC MODIFIERS OF ALZHEIMER'S DISEASE MODULATE TAU-INDUCED NEUROTOXICITY. ALZHEIMER'S DISEASE (AD) IS A CHRONIC NEURODEGENERATIVE DISORDER CHARACTERIZED BY PROGRESSIVE DETERIORATION OF COGNITIVE FUNCTION. PATHOGENESIS OF AD IS INCOMPLETELY UNDERSTOOD; EVIDENCE SUGGESTS A ROLE FOR EPIGENETIC REGULATION, IN PARTICULAR THE CYTOSINE MODIFICATIONS 5-METHYLCYTOSINE AND 5-HYDROXYMETHYLCYTOSINE (5HMC). 5HMC IS ENRICHED IN THE NERVOUS SYSTEM AND DISPLAYS NEURODEVELOPMENT AND AGE-RELATED CHANGES. TO DETERMINE THE ROLE OF 5HMC IN AD, WE PERFORMED GENOME-WIDE ANALYSES OF 5HMC IN DNA FROM PREFRONTAL CORTEX OF POST-MORTEM AD PATIENTS, AND RNA-SEQ TO CORRELATE CHANGES IN 5HMC WITH TRANSCRIPTIONAL CHANGES. WE IDENTIFIED 325 GENES CONTAINING DIFFERENTIALLY HYDROXYMETHYLATED LOCI (DHMLS) IN BOTH DISCOVERY AND REPLICATION DATASETS. THESE ARE ENRICHED FOR PATHWAYS INVOLVED IN NEURON PROJECTION DEVELOPMENT AND NEUROGENESIS. OF THESE, 140 SHOWED CHANGES IN GENE EXPRESSION. PROTEINS ENCODED BY THESE GENES FORM DIRECT PROTEIN-PROTEIN INTERACTIONS WITH AD-ASSOCIATED GENES, EXPANDING THE NETWORK OF GENES IMPLICATED IN AD. WE IDENTIFIED AD-ASSOCIATED SINGLE NUCLEOTIDE POLYMORPHISMS (SNPS) LOCATED WITHIN OR NEAR DHMLS, SUGGESTING THESE SNPS MAY IDENTIFY REGIONS OF EPIGENETIC GENE REGULATION THAT PLAY A ROLE IN AD PATHOGENESIS. FINALLY, USING AN EXISTING AD FLY MODEL, WE SHOWED SOME OF THESE GENES MODULATE AD-ASSOCIATED TOXICITY. OUR DATA IMPLICATE NEURONAL PROJECTION DEVELOPMENT AND NEUROGENESIS PATHWAYS AS POTENTIAL TARGETS IN AD. BY INCORPORATING EPIGENOMIC AND TRANSCRIPTOMIC DATA WITH GENOME-WIDE ASSOCIATION STUDIES DATA, WITH VERIFICATION IN THE DROSOPHILA MODEL, WE CAN EXPAND THE KNOWN NETWORK OF GENES INVOLVED IN DISEASE PATHOGENESIS AND IDENTIFY EPIGENETIC MODIFIERS OF ALZHEIMER'S DISEASE. 2016 4 3077 29 GENOME-WIDE METHYL-SEQ ANALYSIS OF BLOOD-BRAIN TARGETS OF GLUCOCORTICOID EXPOSURE. CHRONIC EXPOSURE TO GLUCOCORTICOIDS (GCS) CAN LEAD TO PSYCHIATRIC COMPLICATIONS THROUGH EPIGENETIC MECHANISMS SUCH AS DNA METHYLATION (DNAM). WE SOUGHT TO DETERMINE WHETHER EPIGENETIC CHANGES IN A PERIPHERAL TISSUE CAN SERVE AS A SURROGATE FOR THOSE IN A RELATIVELY INACCESSIBLE TISSUE SUCH AS THE BRAIN. DNA EXTRACTED FROM THE HIPPOCAMPUS AND BLOOD OF MICE TREATED WITH GCS OR VEHICLE SOLUTION WAS ASSAYED USING A GENOME-WIDE DNAM PLATFORM (METHYL-SEQ) TO IDENTIFY DIFFERENTIALLY METHYLATED REGIONS (DMRS) INDUCED BY GC TREATMENT. WE OBSERVED THAT APPROXIMATELY 70% OF THE DMRS IN BOTH TISSUES LOST METHYLATION FOLLOWING GC TREATMENT. OF THE 3,095 DMRS THAT MAPPED TO THE SAME GENES IN BOTH TISSUES, 1,853 DMRS UNDERWENT DNAM CHANGES IN THE SAME DIRECTION. INTERESTINGLY, ONLY 209 DMRS (<7%) OVERLAPPED IN GENOMIC COORDINATES BETWEEN THE 2 TISSUES, SUGGESTING TISSUE-SPECIFIC DIFFERENCES IN GC-TARGETED LOCI. PATHWAY ANALYSIS SHOWED THAT THE DMR-ASSOCIATED GENES WERE MEMBERS OF PATHWAYS INVOLVED IN METABOLISM, IMMUNE FUNCTION, AND NEURODEVELOPMENT. ALSO, CHANGES IN CELL TYPE COMPOSITION OF BLOOD AND BRAIN WERE EXAMINED BY FLUORESCENCE-ACTIVATED CELL SORTING. SEPARATION OF THE CORTEX INTO NEURONAL AND NON-NEURONAL FRACTIONS AND THE LEUKOCYTES INTO T-CELLS, B-CELLS, AND NEUTROPHILS SHOWED THAT GC-INDUCED METHYLATION CHANGES PRIMARILY OCCURRED IN NEURONS AND T-CELLS, WITH THE BLOOD TISSUE ALSO UNDERGOING A SHIFT IN THE PROPORTION OF CONSTITUENT CELL TYPES WHILE THE PROPORTION OF NEURONS AND GLIA IN THE BRAIN REMAINED STABLE. FROM THE CURRENT PILOT STUDY, WE FOUND THAT DESPITE TISSUE-SPECIFIC EPIGENETIC CHANGES AND CELLULAR HETEROGENEITY, BLOOD CAN SERVE AS A SURROGATE FOR GC-INDUCED CHANGES IN THE BRAIN. 2017 5 1537 21 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 6 3076 27 GENOME-WIDE EPIGENOMIC ANALYSES IN PATIENTS WITH NOCICEPTIVE AND NEUROPATHIC CHRONIC PAIN SUBTYPES REVEALS ALTERATIONS IN METHYLATION OF GENES INVOLVED IN THE NEURO-MUSCULOSKELETAL SYSTEM. NOCICEPTIVE PAIN INVOLVES THE ACTIVATION OF NOCICEPTORS WITHOUT DAMAGE TO THE NERVOUS SYSTEM, WHEREAS NEUROPATHIC PAIN IS RELATED TO AN ALTERATION IN THE CENTRAL OR PERIPHERAL NERVOUS SYSTEM. CHRONIC PAIN ITSELF AND THE TRANSITION FROM ACUTE TO CHRONIC PAIN MAY BE EPIGENETICALLY CONTROLLED. IN THIS CROSS-SECTIONAL STUDY, A GENOME-WIDE DNA METHYLATION ANALYSIS WAS PERFORMED USING THE BLOOD DNA REDUCED REPRESENTATION BISULFITE SEQUENCING (RRBS) TECHNIQUE. THREE PROSPECTIVE COHORTS INCLUDING 20 HEALTHY CONTROLS (CTL), 18 PATIENTS WITH CHRONIC NOCICEPTIVE PAIN (NOCI), AND 19 PATIENTS WITH CHRONIC NEUROPATHIC PAIN (NEURO) WERE COMPARED AT BOTH THE SINGLE CPG AND DIFFERENTIALLY METHYLATED REGION (DMR) LEVELS. GENES WITH DMRS WERE SEEN IN THE NOCI AND NEURO GROUPS BELONGED TO THE NEURO-MUSCULOSKELETAL SYSTEM AND DIFFERED BETWEEN NOCI AND NEURO PATIENTS. OUR RESULTS DEMONSTRATE THAT THE EPIGENETIC DISTURBANCES ACCOMPANYING NOCICEPTIVE PAIN ARE VERY DIFFERENT FROM THOSE ACCOMPANYING NEUROPATHIC PAIN. IN THE FORMER, AMONG OTHERS, THE EPIGENETIC DISTURBANCE OBSERVED WOULD AFFECT THE FUNCTION OF THE OPIOID ANALGESIC SYSTEM, WHEREAS IN THE LATTER IT WOULD AFFECT THAT OF THE GABAERGIC REWARD SYSTEM. THIS STUDY PRESENTS BIOLOGICAL FINDINGS THAT HELP TO CHARACTERIZE NOCI- AND NEURO-AFFECTED PATHWAYS AND OPENS THE POSSIBILITY OF DEVELOPING EPIGENETIC DIAGNOSTIC ASSAYS. PERSPECTIVE: OUR RESULTS HELP TO EXPLAIN THE VARIOUS BIOLOGICAL PATHWAYS MODIFICATIONS UNDERLYING THE DIFFERENT CLINICAL MANIFESTATIONS OF NOCICEPTIVE AND NEUROPATHIC PAINS. FURTHERMORE, THE NEW TARGETS IDENTIFIED IN OUR STUDY MIGHT HELP TO DISCOVER MORE SPECIFIC TREATMENTS FOR NOCICEPTIVE OR NEUROPATHIC PAINS. 2022 7 1584 25 DNA METHYLATION PROFILES OF SELECTED PRO-INFLAMMATORY CYTOKINES IN ALZHEIMER DISEASE. BY MEANS OF FUNCTIONAL GENOMICS ANALYSIS, WE RECENTLY DESCRIBED THE MRNA EXPRESSION PROFILES OF VARIOUS GENES INVOLVED IN THE NEUROINFLAMMATORY RESPONSE IN THE BRAINS OF SUBJECTS WITH LATE-ONSET ALZHEIMER DISEASE (LOAD). SOME OF THESE GENES, NAMELY INTERLEUKIN (IL)-1BETA AND IL-6, SHOWED DISTINCT EXPRESSION PROFILES WITH PEAK EXPRESSION DURING THE FIRST STAGES OF THE DISEASE AND CONTROL-LIKE LEVELS AT LATER STAGES. IL-1BETA AND IL-6 GENES ARE MODULATED BY DNA METHYLATION IN DIFFERENT CHRONIC AND DEGENERATIVE DISEASES; IT IS ALSO WELL KNOWN THAT LOAD MAY HAVE AN EPIGENETIC BASIS. INDEED, WE AND OTHERS HAVE PREVIOUSLY REPORTED GENE-SPECIFIC DNA METHYLATION ALTERATIONS IN LOAD AND IN RELATED ANIMAL MODELS. BASED ON THESE DATA, WE STUDIED THE DNA METHYLATION PROFILES, AT SINGLE CYTOSINE RESOLUTION, OF IL-1BETA AND IL-6 5'-FLANKING REGION BY BISULPHITE MODIFICATION IN THE CORTEX OF HEALTHY CONTROLS AND LOAD PATIENTS AT 2 DIFFERENT DISEASE STAGES: BRAAK I-II/A AND BRAAK V-VI/C. OUR ANALYSIS PROVIDES EVIDENCE THAT NEUROINFLAMMATION IN LOAD IS ASSOCIATED WITH (AND POSSIBLY MEDIATED BY) EPIGENETIC MODIFICATIONS. 2017 8 381 37 AN EPIGENOME-WIDE ASSOCIATION STUDY OF EARLY-ONSET MAJOR DEPRESSION IN MONOZYGOTIC TWINS. MAJOR DEPRESSION (MD) IS A DEBILITATING MENTAL HEALTH CONDITION WITH PEAK PREVALENCE OCCURRING EARLY IN LIFE. GENOME-WIDE EXAMINATION OF DNA METHYLATION (DNAM) OFFERS AN ATTRACTIVE COMPLEMENT TO STUDIES OF ALLELIC RISK GIVEN IT CAN REFLECT THE COMBINED INFLUENCE OF GENES AND ENVIRONMENT. THE CURRENT STUDY USED MONOZYGOTIC TWINS TO IDENTIFY DIFFERENTIALLY AND VARIABLY METHYLATED REGIONS OF THE GENOME THAT DISTINGUISH TWINS WITH AND WITHOUT A LIFETIME HISTORY OF EARLY-ONSET MD. THE SAMPLE INCLUDED 150 CAUCASIAN MONOZYGOTIC TWINS BETWEEN THE AGES OF 15 AND 20 (73% FEMALE; MAGE = 17.52 SD = 1.28) WHO WERE ASSESSED DURING A DEVELOPMENTAL STAGE CHARACTERIZED BY RELATIVELY DISTINCT NEUROPHYSIOLOGICAL CHANGES. ALL TWINS WERE GENERALLY HEALTHY AND CURRENTLY FREE OF MEDICATIONS WITH PSYCHOTROPIC EFFECTS. DNAM WAS MEASURED IN PERIPHERAL BLOOD CELLS USING THE INFINIUM HUMAN BEADCHIP 450 K ARRAY. MD ASSOCIATIONS WITH EARLY-ONSET MD WERE DETECTED AT 760 DIFFERENTIALLY AND VARIABLY METHYLATED PROBES/REGIONS THAT MAPPED TO 428 GENES. GENES AND GENOMIC REGIONS INVOLVED NEURAL CIRCUITRY FORMATION, PROJECTION, FUNCTIONING, AND PLASTICITY. GENE ENRICHMENT ANALYSES IMPLICATED GENES RELATED TO NEURON STRUCTURES AND NEURODEVELOPMENTAL PROCESSES INCLUDING CELL-CELL ADHESION GENES (E.G., PCDHA GENES). GENES PREVIOUSLY IMPLICATED IN MOOD AND PSYCHIATRIC DISORDERS AS WELL AS CHRONIC STRESS (E.G., NRG3) ALSO WERE IDENTIFIED. DNAM REGIONS ASSOCIATED WITH EARLY-ONSET MD WERE FOUND TO OVERLAP GENETIC LOCI IDENTIFIED IN THE LATEST PSYCHIATRIC GENOMICS CONSORTIUM META-ANALYSIS OF DEPRESSION. UNDERSTANDING THE TIME COURSE OF EPIGENETIC INFLUENCES DURING EMERGING ADULTHOOD MAY CLARIFY DEVELOPMENTAL PHASES WHERE CHANGES IN THE DNA METHYLOME MAY MODULATE INDIVIDUAL DIFFERENCES IN MD RISK. 2020 9 3069 30 GENOME-WIDE DNA METHYLATION PROFILING IDENTIFIES EPIGENETIC CHANGES IN CD4+ AND CD14+ CELLS OF MULTIPLE SCLEROSIS PATIENTS. MULTIPLE SCLEROSIS (MS) IS A CHRONIC AUTOIMMUNE AND DEGENERATIVE DISEASE OF THE CENTRAL NERVOUS SYSTEM, WHICH DEVELOPS IN GENETICALLY PREDISPOSED INDIVIDUALS UPON EXPOSURE TO ENVIRONMENTAL INFLUENCES. ENVIRONMENTAL TRIGGERS OF MS, SUCH AS VIRAL INFECTIONS OR SMOKING, WERE DEMONSTRATED TO AFFECT DNA METHYLATION, AND THUS TO INVOLVE THIS IMPORTANT EPIGENETIC MECHANISM IN THE DEVELOPMENT OF PATHOLOGICAL PROCESS. TO IDENTIFY MS-ASSOCIATED DNA METHYLATION HALLMARKS, WE PERFORMED GENOME-WIDE DNA METHYLATION PROFILING OF TWO CELL POPULATIONS (CD4+ T-LYMPHOCYTES AND CD14+ MONOCYTES), COLLECTED FROM THE SAME TREATMENT-NAIVE RELAPSING-REMITTING MS PATIENTS AND HEALTHY SUBJECTS, USING ILLUMINA 450 K METHYLATION ARRAYS. WE REVEALED SIGNIFICANT CHANGES IN DNA METHYLATION FOR BOTH CELL POPULATIONS IN MS. IN CD4+ CELLS OF MS PATIENTS THE MAJORITY OF DIFFERENTIALLY METHYLATED POSITIONS (DMPS) WERE SHOWN TO BE HYPOMETHYLATED, WHILE IN CD14+ CELLS - HYPERMETHYLATED. DIFFERENTIAL METHYLATION OF HLA-DRB1 GENE IN CD4+ AND CD14+ CELLS WAS ASSOCIATED WITH CARRIAGE OF DRB1*15 ALLELE INDEPENDENTLY FROM THE DISEASE STATUS. BESIDES, ABOUT 20% OF IDENTIFIED DMPS WERE SHARED BETWEEN TWO CELL POPULATIONS AND HAD THE SAME DIRECTION OF METHYLATION CHANGES; THEY MAY BE INVOLVED IN BASIC EPIGENETIC PROCESSES OCCURING IN MS. THESE FINDINGS SUGGEST THAT THE EPIGENETIC MECHANISM OF DNA METHYLATION IN IMMUNE CELLS CONTRIBUTES TO MS; FURTHER STUDIES ARE NOW REQUIRED TO VALIDATE THESE RESULTS AND UNDERSTAND THEIR FUNCTIONAL SIGNIFICANCE. 2022 10 1436 26 DIFFERENTIAL METHYLATION OF THE TRPA1 PROMOTER IN PAIN SENSITIVITY. CHRONIC PAIN IS A GLOBAL PUBLIC HEALTH PROBLEM, BUT THE UNDERLYING MOLECULAR MECHANISMS ARE NOT FULLY UNDERSTOOD. HERE WE EXAMINE GENOME-WIDE DNA METHYLATION, FIRST IN 50 IDENTICAL TWINS DISCORDANT FOR HEAT PAIN SENSITIVITY AND THEN IN 50 FURTHER UNRELATED INDIVIDUALS. WHOLE-BLOOD DNA METHYLATION WAS CHARACTERIZED AT 5.2 MILLION LOCI BY MEDIP SEQUENCING AND ASSESSED LONGITUDINALLY TO IDENTIFY DIFFERENTIALLY METHYLATED REGIONS ASSOCIATED WITH HIGH OR LOW PAIN SENSITIVITY (PAIN DMRS). NINE META-ANALYSIS PAIN DMRS SHOW ROBUST EVIDENCE FOR ASSOCIATION (FALSE DISCOVERY RATE 5%) WITH THE STRONGEST SIGNAL IN THE PAIN GENE TRPA1 (P=1.2 X 10(-13)). SEVERAL PAIN DMRS SHOW LONGITUDINAL STABILITY CONSISTENT WITH SUSCEPTIBILITY EFFECTS, HAVE SIMILAR METHYLATION LEVELS IN THE BRAIN AND ALTERED EXPRESSION IN THE SKIN. OUR APPROACH IDENTIFIES EPIGENETIC CHANGES IN BOTH NOVEL AND ESTABLISHED CANDIDATE GENES THAT PROVIDE MOLECULAR INSIGHTS INTO PAIN AND MAY GENERALIZE TO OTHER COMPLEX TRAITS. 2014 11 2625 30 EPIGENOME-WIDE ASSOCIATION STUDY AND MULTI-TISSUE REPLICATION OF INDIVIDUALS WITH ALCOHOL USE DISORDER: EVIDENCE FOR ABNORMAL GLUCOCORTICOID SIGNALING PATHWAY GENE REGULATION. ALCOHOL USE DISORDER (AUD) IS A CHRONIC DEBILITATING DISORDER WITH LIMITED TREATMENT OPTIONS AND POORLY DEFINED PATHOPHYSIOLOGY. THERE ARE SUBSTANTIAL GENETIC AND EPIGENETIC COMPONENTS; HOWEVER, THE UNDERLYING MECHANISMS CONTRIBUTING TO AUD REMAIN LARGELY UNKNOWN. WE CONDUCTED THE LARGEST DNA METHYLATION EPIGENOME-WIDE ASSOCIATION STUDY (EWAS) ANALYSES CURRENTLY AVAILABLE FOR AUD (TOTAL N = 625) AND EMPLOYED A TOP HIT REPLICATION (N = 4798) USING A CROSS-TISSUE/CROSS-PHENOTYPIC APPROACH WITH THE GOAL OF IDENTIFYING NOVEL EPIGENETIC TARGETS RELEVANT TO AUD. RESULTS SHOW THAT A NETWORK OF DIFFERENTIALLY METHYLATED REGIONS IN GLUCOCORTICOID SIGNALING AND INFLAMMATION-RELATED GENES WERE ASSOCIATED WITH ALCOHOL USE BEHAVIORS. A TOP PROBE CONSISTENTLY ASSOCIATED ACROSS ALL COHORTS WAS LOCATED IN THE LONG NON-CODING RNA GROWTH ARREST SPECIFIC FIVE GENE (GAS5) (P < 10(-24)). GAS5 HAS BEEN IMPLICATED IN REGULATING TRANSCRIPTIONAL ACTIVITY OF THE GLUCOCORTICOID RECEPTOR AND HAS MULTIPLE FUNCTIONS RELATED TO APOPTOSIS, IMMUNE FUNCTION AND VARIOUS CANCERS. ENDOPHENOTYPIC ANALYSES USING PERIPHERAL CORTISOL LEVELS AND NEUROIMAGING PARADIGMS SHOWED THAT METHYLOMIC VARIATION IN GAS5 NETWORK-RELATED PROBES WERE ASSOCIATED WITH STRESS PHENOTYPES. POSTMORTEM BRAIN ANALYSES DOCUMENTED INCREASED GAS5 EXPRESSION IN THE AMYGDALA OF INDIVIDUALS WITH AUD. OUR DATA SUGGEST THAT ALCOHOL USE IS ASSOCIATED WITH DIFFERENTIAL METHYLATION IN THE GLUCOCORTICOID SYSTEM THAT MIGHT INFLUENCE STRESS AND INFLAMMATORY REACTIVITY AND SUBSEQUENTLY RISK FOR AUD. 2021 12 2654 31 EPILEPSY PROGRESSION IS ASSOCIATED WITH CUMULATIVE DNA METHYLATION CHANGES IN INFLAMMATORY GENES. MESIAL TEMPORAL LOBE EPILEPSY WITH HIPPOCAMPAL SCLEROSIS (MTLE-HS) IS THE MOST COMMON FOCAL EPILEPSY IN ADULTS. IT IS CHARACTERIZED BY ALARMING RATES OF PHARMACORESISTANCE. EPILEPTOGENESIS IS ASSOCIATED WITH THE OCCURRENCE OF EPIGENETIC ALTERATIONS, AND THE FEW EPIGENETIC STUDIES CARRIED OUT IN MTLE-HS HAVE MAINLY FOCUSED ON THE HIPPOCAMPUS. IN THIS STUDY, WE OBTAINED THE DNA METHYLATION PROFILES FROM BOTH THE HIPPOCAMPUS AND ANTERIOR TEMPORAL NEOCORTEX OF MTLE-HS PATIENTS SUBJECTED TO RESECTIVE EPILEPSY SURGERY AND AUTOPSIED NON-EPILEPTIC CONTROLS. WE ASSESSED THE PROGRESSIVE NATURE OF DNA METHYLATION CHANGES IN RELATION TO EPILEPSY DURATION. WE IDENTIFIED SIGNIFICANTLY ALTERED HIPPOCAMPAL DNA METHYLATION PATTERNS ENCOMPASSING MULTIPLE PATHWAYS KNOWN TO BE INVOLVED IN EPILEPTOGENESIS. DNA METHYLATION CHANGES WERE EVEN MORE STRIKING IN THE NEOCORTEX, WHEREIN PATHOGENIC PATHWAYS AND GENES WERE COMMON TO BOTH TISSUES. MOST IMPORTANTLY, DNA METHYLATION CHANGES AT MANY GENOMIC SITES VARIED SIGNIFICANTLY WITH EPILEPSY DURATION. SUCH PROGRESSIVE CHANGES WERE ASSOCIATED WITH INFLAMMATION-RELATED GENES IN THE HIPPOCAMPUS. OUR RESULTS SUGGEST THAT THE NEOCORTEX, RELATIVELY SPARED OF EXTENSIVE HISTOPATHOLOGICAL DAMAGE, MAY ALSO BE INVOLVED IN EPILEPSY DEVELOPMENT. THESE RESULTS ALSO OPEN THE POSSIBILITY THAT THE OBSERVED NEOCORTICAL IMPAIRMENT COULD REPRESENT A PRELIMINARY STAGE OF EPILEPTOGENESIS BEFORE THE ESTABLISHMENT OF CHRONIC LESIONS OR A CONSEQUENCE OF PROLONGED SEIZURE EXPOSURE. OUR TWO-TISSUE MULTI-LEVEL CHARACTERIZATION OF THE MTLE-HS DNA METHYLOME SUGGESTS THE OCCURRENCE OF A SELF-PROPAGATING INFLAMMATORY WAVE OF EPIGENETIC DYSREGULATION. 2022 13 665 32 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 14 1345 29 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 15 3652 24 INDIVIDUAL DNA METHYLATION PATTERN SHIFTS IN NANOPARTICLES-EXPOSED WORKERS ANALYZED IN FOUR CONSECUTIVE YEARS. A DNA METHYLATION PATTERN REPRESENTS AN ORIGINAL PLAN OF THE FUNCTION SETTINGS OF INDIVIDUAL CELLS AND TISSUES. THE BASIC STRATEGIES OF ITS DEVELOPMENT AND CHANGES DURING THE HUMAN LIFETIME ARE KNOWN, BUT THE DETAILS RELATED TO ITS MODIFICATION OVER THE YEARS ON AN INDIVIDUAL BASIS HAVE NOT YET BEEN STUDIED. MOREOVER, CURRENT EVIDENCE SHOWS THAT ENVIRONMENTAL EXPOSURE COULD GENERATE CHANGES IN DNA METHYLATION SETTINGS AND, SUBSEQUENTLY, THE FUNCTION OF GENES. IN THIS STUDY, WE ANALYZED THE EFFECT OF CHRONIC EXPOSURE TO NANOPARTICLES (NP) IN OCCUPATIONALLY EXPOSED WORKERS REPEATEDLY SAMPLED IN FOUR CONSECUTIVE YEARS (2016-2019). A DETAILED METHYLATION PATTERN ANALYSIS OF 14 PERSONS (10 EXPOSED AND 4 CONTROLS) WAS PERFORMED ON AN INDIVIDUAL BASIS. A MICROARRAY-BASED APPROACH USING CHIPS, ALLOWING THE ASSESSMENT OF MORE THAN 850 K CPG LOCI, WAS USED. INDIVIDUAL DNA METHYLATION PATTERNS WERE COMPARED BY PRINCIPAL COMPONENT ANALYSIS (PCA). THE RESULTS SHOW THE SHIFT IN DNA METHYLATION PATTERNS IN INDIVIDUAL YEARS IN ALL THE EXPOSED AND CONTROL SUBJECTS. THE OVERALL RANGE OF DIFFERENCES VARIED BETWEEN THE YEARS IN INDIVIDUAL PERSONS. THE DIFFERENCES BETWEEN THE FIRST AND LAST YEAR OF EXAMINATION (A THREE-YEAR TIME PERIOD) SEEM TO BE CONSISTENTLY GREATER IN THE NP-EXPOSED SUBJECTS IN COMPARISON WITH THE CONTROLS. THE SELECTED 14 MOST DIFFERENTLY METHYLATED CG LOCI WERE RELATIVELY STABLE IN THE CHRONICALLY EXPOSED SUBJECTS. IN SUMMARY, THE SPECIFIC TYPE OF LONG-TERM EXPOSURE CAN CONTRIBUTE TO THE FIXING OF RELEVANT EPIGENETIC CHANGES RELATED TO A SPECIFIC ENVIRONMENT AS, E.G., NP INHALATION. 2021 16 4879 21 OVERLAPPING SIGNATURES OF CHRONIC PAIN IN THE DNA METHYLATION LANDSCAPE OF PREFRONTAL CORTEX AND PERIPHERAL T CELLS. WE TESTED THE HYPOTHESIS THAT EPIGENETIC MECHANISMS IN THE BRAIN AND THE IMMUNE SYSTEM ARE ASSOCIATED WITH CHRONIC PAIN. GENOME-WIDE DNA METHYLATION ASSESSED IN 9 MONTHS POST NERVE-INJURY (SNI) AND SHAM RATS, IN THE PREFRONTAL CORTEX (PFC) AS WELL AS IN T CELLS REVEALED A VAST DIFFERENCE IN THE DNA METHYLATION LANDSCAPE IN THE BRAIN BETWEEN THE GROUPS AND A REMARKABLE OVERLAP (72%) BETWEEN DIFFERENTIALLY METHYLATED PROBES IN T CELLS AND PREFRONTAL CORTEX. DNA METHYLATION STATES IN THE PFC SHOWED ROBUST CORRELATION WITH PAIN SCORE OF ANIMALS IN SEVERAL GENES INVOLVED IN PAIN. FINALLY, ONLY 11 DIFFERENTIALLY METHYLATED PROBES IN T CELLS WERE SUFFICIENT TO DISTINGUISH SNI OR SHAM INDIVIDUAL RATS. THIS STUDY SUPPORTS THE PLAUSIBILITY OF DNA METHYLATION INVOLVEMENT IN CHRONIC PAIN AND DEMONSTRATES THE POTENTIAL FEASIBILITY OF DNA METHYLATION MARKERS IN T CELLS AS NONINVASIVE BIOMARKERS OF CHRONIC PAIN SUSCEPTIBILITY. 2016 17 1519 23 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 18 1567 28 DNA METHYLATION OF THE KLF14 GENE REGION IN WHOLE BLOOD CELLS PROVIDES PREDICTION FOR THE CHRONIC INFLAMMATION IN THE ADIPOSE TISSUE. KRUPPEL-LIKE FACTOR 14 (KLF14) GENE, WHICH APPEARS TO BE A MASTER REGULATOR OF GENE EXPRESSION IN THE ADIPOSE TISSUE AND HAVE PREVIOUSLY BEEN ASSOCIATED WITH BMI AND TYPE 2 DIABETES (T2D) BY LARGE GENOME-WIDE ASSOCIATION STUDIES. IN ORDER TO FIND PREDICTIVE BIOMARKERS FOR THE DEVELOPMENT OF T2D, IT IS NECESSARY TO TAKE EPIGENOMIC CHANGES AFFECTED BY ENVIRONMENTAL FACTORS INTO ACCOUNT. THIS STUDY FOCUSES ON AGEING AND OBESITY, WHICH ARE T2D RISK FACTORS, AND EXAMINES EPIGENETIC CHANGES AND INFLAMMATORY CHANGES. WE INVESTIGATED DNA METHYLATION CHANGES IN THE KLF14 PROMOTER REGION IN DIFFERENT ORGANS OF MICE FOR COMPARING AGING AND WEIGHT. WE FOUND THAT METHYLATION LEVELS OF THESE SITES WERE INCREASED WITH AGING AND WEIGHT IN THE SPLEEN, THE ADIPOSE TISSUE, THE KIDNEY, THE LUNG, THE COLON AND THE WHOLE BLOOD CELLS. IN ADDITION, IN THE SPLEEN, THE ADIPOSE TISSUE AND THE WHOLE BLOOD, THESE EPIGENETIC CHANGES WERE ALSO SIGNIFICANTLY ASSOCIATED WITH INFLAMMATORY LEVELS. MOREOVER, NOT ONLY KLF14, BUT ALSO EXPRESSION LEVELS OF SOME DOWNSTREAM GENES WERE DECREASED WITH METHYLATION IN THE SPLEEN, THE ADIPOSE TISSUE AND THE WHOLE BLOOD CELLS. TAKEN TOGETHER, OUR RESULTS SUGGEST THAT METHYLATION CHANGES OF KLF14 IN THOSE TISSUES MAY BE ASSOCIATED WITH CHANGES IN GENE EXPRESSION AND INFLAMMATION ON THE ADIPOSE TISSUE OF OBESITY AND T2D. IN ADDITION, THE METHYLATION CHANGES IN THE WHOLE BLOOD CELLS MAY SERVE AS A PREDICTIVE EPIGENETIC BIOMARKER FOR THE DEVELOPMENT OF T2D. 2018 19 810 28 CHANGES IN DNA METHYLATION IN APOE AND ACKR3 GENES IN MULTIPLE SCLEROSIS PATIENTS AND THE RELATIONSHIP WITH THEIR HEAVY METAL BLOOD LEVELS. MULTIPLE SCLEROSIS (MS) IS A CHRONIC INFLAMMATORY DISEASE WITH DEMYELINATED LESIONS IN THE CENTRAL NERVOUS SYSTEM CAUSED BY GENETIC AND ENVIRONMENTAL FACTORS. DNA METHYLATION AS AN EPIGENETIC CHANGE INFLUENCED BY ENVIRONMENTAL FACTORS, INCLUDING HEAVY METALS HAS BEEN IMPLEMENTED IN MS DISEASE. WE INVESTIGATED THE CORRELATION OF DNA METHYLATION CHANGES IN APOE AND ACKR3 GENES IN MS PATIENTS AND THE POSSIBLE ASSOCIATION WITH BLOOD CONCENTRATION OF ARSENIC (AS), CADMIUM (CD) AND LEAD (PB) AS MAJOR HEAVY METAL POLLUTANTS. THIS STUDY INCLUDED 69 RELAPSING-REMITTING MULTIPLE SCLEROSIS (RR-MS) PATIENTS AND 69 AGE/GENDER-MATCHED HEALTHY SUBJECTS. THE HRM REAL-TIME PCR METHOD WAS USED TO INVESTIGATE THE CHANGES IN DNA METHYLATION AND HEAVY METAL CONCENTRATIONS WERE MEASURED BY ELECTROTHERMAL ATOMIC ABSORPTION SPECTROMETRY. OUR RESULTS SHOWED THAT THE METHYLATION PATTERN IN THE ACKR3 GENE OF THE PATIENT GROUP WAS MORE HYPOMETHYLATED, WHILE IN THE CASE OF THE APOE GENE, THIS PATTERN WAS MORE TOWARDS HYPERMETHYLATION COMPARED TO HEALTHY SUBJECTS. MOREOVER, THE BLOOD LEVELS OF AS AND CD METALS, BUT NOT PB, WERE SIGNIFICANTLY HIGHER IN THE PATIENT GROUP COMPARE TO THE CONTROL GROUP (P