1 50 154 A DEEP LEARNING MODEL FOR EARLY RISK PREDICTION OF HEART FAILURE WITH PRESERVED EJECTION FRACTION BY DNA METHYLATION PROFILES COMBINED WITH CLINICAL FEATURES. BACKGROUND: HEART FAILURE WITH PRESERVED EJECTION FRACTION (HFPEF), AFFECTED COLLECTIVELY BY GENETIC AND ENVIRONMENTAL FACTORS, IS THE COMMON SUBTYPE OF CHRONIC HEART FAILURE. ALTHOUGH THE AVAILABLE RISK ASSESSMENT METHODS FOR HFPEF HAVE ACHIEVED SOME PROGRESS, THEY WERE BASED ON CLINICAL OR GENETIC FEATURES ALONE. HERE, WE HAVE DEVELOPED A DEEP LEARNING FRAMEWORK, HFMERISK, USING BOTH 5 CLINICAL FEATURES AND 25 DNA METHYLATION LOCI TO PREDICT THE EARLY RISK OF HFPEF IN THE FRAMINGHAM HEART STUDY COHORT. RESULTS: THE FRAMEWORK INCORPORATES LEAST ABSOLUTE SHRINKAGE AND SELECTION OPERATOR AND EXTREME GRADIENT BOOSTING-BASED FEATURE SELECTION, AS WELL AS A FACTORIZATION-MACHINE BASED NEURAL NETWORK-BASED RECOMMENDER SYSTEM. MODEL DISCRIMINATION AND CALIBRATION WERE ASSESSED USING THE AUC AND HOSMER-LEMESHOW TEST. HFMERISK, INCLUDING 25 CPGS AND 5 CLINICAL FEATURES, HAVE ACHIEVED THE AUC OF 0.90 (95% CONFIDENCE INTERVAL 0.88-0.92) AND HOSMER-LEMESHOW STATISTIC WAS 6.17 (P = 0.632), WHICH OUTPERFORMED MODELS WITH CLINICAL CHARACTERISTICS OR DNA METHYLATION LEVELS ALONE, PUBLISHED CHRONIC HEART FAILURE RISK PREDICTION MODELS AND OTHER BENCHMARK MACHINE LEARNING MODELS. OUT OF THEM, THE DNA METHYLATION LEVELS OF TWO CPGS WERE SIGNIFICANTLY CORRELATED WITH THE PAIRED TRANSCRIPTOME LEVELS (R < -0.3, P < 0.05). BESIDES, DNA METHYLATION LOCUS IN HFMERISK WERE ASSOCIATED WITH INTERCELLULAR SIGNALING AND INTERACTION, AMINO ACID METABOLISM, TRANSPORT AND ACTIVATION AND THE CLINICAL VARIABLES WERE ALL RELATED WITH THE MECHANISM OF OCCURRENCE OF HFPEF. TOGETHER, THESE FINDINGS GIVE NEW EVIDENCE INTO THE HFMERISK MODEL. CONCLUSION: OUR STUDY PROPOSES AN EARLY RISK ASSESSMENT FRAMEWORK FOR HFPEF INTEGRATING BOTH CLINICAL AND EPIGENETIC FEATURES, PROVIDING A PROMISING PATH FOR CLINICAL DECISION MAKING. 2022 2 177 31 ACCELERATED EPIGENETIC AGING AND INFLAMMATORY/IMMUNOLOGICAL PROFILE (IPAGE) IN PATIENTS WITH CHRONIC KIDNEY DISEASE. CHRONIC KIDNEY DISEASE (CKD) IS DEFINED BY A REDUCED ESTIMATED GLOMERULAR FILTRATION RATE (EGFR). THIS FAILURE CAN BE RELATED TO A PHENOTYPE OF ACCELERATED AGING. IN THIS WORK, WE CONSIDERED 76 PATIENTS WITH END-STAGE RENAL DISEASE (ESRD) AND 83 HEALTHY CONTROLS. WE CONCOMITANTLY EVALUATED FOR THE FIRST TIME TWO MEASURES THAT CAN BE INFORMATIVE OF THE RATE OF AGING, I.E., WHOLE BLOOD DNA METHYLATION USING THE ILLUMINA INFINIUM EPIC ARRAY AND PLASMA LEVELS OF A SELECTION OF INFLAMMATORY/IMMUNOLOGICAL PROTEINS USING MULTIPLEX IMMUNOASSAYS. FIRST OF ALL, WE DEMONSTRATED ACCELERATED AGING IN TERMS OF THE MOST COMMON EPIGENETIC AGE ESTIMATORS IN CKD PATIENTS. MOREOVER, WE DEVELOPED A NEW CLOCK/PREDICTOR OF AGE BASED ON THE INFLAMMATORY/IMMUNOLOGICAL PROFILE (IPAGE) AND IDENTIFIED THE INFLAMMATORY/IMMUNOLOGICAL BIOMARKERS DIFFERENTIALLY EXPRESSED BETWEEN CASES AND CONTROLS. IPAGE APPEARED TO BE MORE SENSITIVE THAN EPIGENETIC CLOCKS IN QUANTIFYING THE ACCELERATED AGING PHENOTYPE OF ESRD PATIENTS. INTERESTINGLY, WE DID NOT FIND ANY CORRELATION BETWEEN THE AGE ACCELERATION EVALUATED ACCORDING TO THE EPIGENETIC CLOCKS AND IPAGE IN EITHER THE ESRD GROUP OR THE CONTROL GROUP. ON THE WHOLE, OUR DATA SHOW A CONSISTENT ACCELERATED AGING PHENOTYPE IN ESRD PATIENTS, WHICH IS BETTER APPRECIATED BY QUANTIFYING THE UNDERLYING INFLAMMATORY PROCESSES (INFLAMMAGING) BY IPAGE THAN BY USING EPIGENETIC CLOCKS. 2022 3 2653 42 EPIGENOTYPING IN PERIPHERAL BLOOD CELL DNA AND BREAST CANCER RISK: A PROOF OF PRINCIPLE STUDY. BACKGROUND: EPIGENETIC CHANGES ARE EMERGING AS ONE OF THE MOST IMPORTANT EVENTS IN CARCINOGENESIS. TWO ALTERATIONS IN THE PATTERN OF DNA METHYLATION IN BREAST CANCER (BC) HAVE BEEN PREVIOUSLY REPORTED; ACTIVE ESTROGEN RECEPTOR-ALPHA (ER-ALPHA) IS ASSOCIATED WITH DECREASED METHYLATION OF ER-ALPHA TARGET (ERT) GENES, AND POLYCOMB GROUP TARGET (PCGT) GENES ARE MORE LIKELY THAN OTHER GENES TO HAVE PROMOTER DNA HYPERMETHYLATION IN CANCER. HOWEVER, WHETHER DNA METHYLATION IN NORMAL UNRELATED CELLS IS ASSOCIATED WITH BC RISK AND WHETHER THESE IMPRINTS CAN BE RELATED TO FACTORS WHICH CAN BE MODIFIED BY THE ENVIRONMENT, IS UNCLEAR. METHODOLOGY/PRINCIPAL FINDINGS: USING QUANTITATIVE METHYLATION ANALYSIS IN A CASE-CONTROL STUDY (N = 1,083) WE FOUND THAT DNA METHYLATION OF PERIPHERAL BLOOD CELL DNA PROVIDES GOOD PREDICTION OF BC RISK. WE ALSO REPORT THAT INVASIVE DUCTAL AND INVASIVE LOBULAR BC IS CHARACTERIZED BY TWO DIFFERENT SETS OF GENES, THE LATTER PARTICULAR BY GENES INVOLVED IN THE DIFFERENTIATION OF THE MESENCHYME (PITX2, TITF1, GDNF AND MYOD1). FINALLY WE DEMONSTRATE THAT ONLY ERT GENES PREDICT ER POSITIVE BC; LACK OF PERIPHERAL BLOOD CELL DNA METHYLATION OF ZNF217 PREDICTED BC INDEPENDENT OF AGE AND FAMILY HISTORY (ODDS RATIO 1.49; 95% CONFIDENCE INTERVAL 1.12-1.97; P = 0.006) AND WAS ASSOCIATED WITH ER-ALPHA BIOACTIVITY IN THE CORRESPONDING SERUM. CONCLUSION/SIGNIFICANCE: THIS FIRST LARGE-SCALE EPIGENOTYPING STUDY DEMONSTRATES THAT DNA METHYLATION MAY SERVE AS A LINK BETWEEN THE ENVIRONMENT AND THE GENOME. FACTORS THAT CAN BE MODULATED BY THE ENVIRONMENT (LIKE ESTROGENS) LEAVE AN IMPRINT IN THE DNA OF CELLS THAT ARE UNRELATED TO THE TARGET ORGAN AND INDICATE THE PREDISPOSITION TO DEVELOP A CANCER. FURTHER RESEARCH WILL NEED TO DEMONSTRATE WHETHER DNA METHYLATION PROFILES WILL BE ABLE TO SERVE AS A NEW TOOL TO PREDICT THE RISK OF DEVELOPING CHRONIC DISEASES WITH SUFFICIENT ACCURACY TO GUIDE PREVENTIVE MEASURES. 2008 4 1519 29 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 5 1607 34 DNA METHYLATION, COLON CANCER AND MEDITERRANEAN DIET: RESULTS FROM THE EPIC-ITALY COHORT. THE BIOLOGICAL MECHANISMS THROUGH WHICH ADHERENCE TO MEDITERRANEAN DIET (MD) PROTECTS AGAINST COLON CANCER (CC) ARE POORLY UNDERSTOOD. EVIDENCE SUGGESTS THAT CHRONIC INFLAMMATION MAY BE IMPLICATED IN THE PATHWAY. BOTH DIET AND CC ARE RELATED TO EPIGENETIC REGULATION. WE PERFORMED A NESTED CASE-CONTROL STUDY ON 161 PAIRS FROM THE ITALIAN COMPONENT OF THE EUROPEAN PROSPECTIVE INVESTIGATION INTO CANCER AND NUTRITION (EPIC) COHORT, IN WHICH WE LOOKED FOR THE METHYLATION SIGNALS IN DNA EXTRACTED FROM LEUCOCYTES ASSOCIATED WITH BOTH CC AND MD IN 995 CPGS LOCATED IN 48 INFLAMMATION GENES. THE DNA METHYLATION SIGNALS DETECTED IN THIS ANALYSIS WERE VALIDATED IN A SUBGROUP OF 47 CASE-CONTROL PAIRS AND FURTHER REPLICATED (WHERE VALIDATED) IN 95 NEW PAIRS BY MEANS OF PYROSEQUENCING. AMONG THE CPG SITES SELECTED A-PRIORI IN INFLAMMATION-RELATED GENES, SEVEN CPG SITES WERE FOUND TO BE ASSOCIATED WITH CC STATUS AND WITH MD, IN LINE WITH ITS PROTECTIVE EFFECT. ONLY TWO CPG SITES (CG17968347-SERPINE1 AND CG20674490-RUNX3) WERE VALIDATED USING BISULPHITE PYROSEQUENCING AND, AFTER REPLICATION, WE FOUND THAT DNA METHYLATION OF CG20674490-RUNX3 MAY BE A POTENTIAL MOLECULAR MEDIATOR EXPLAINING THE PROTECTIVE EFFECT OF MD ON CC ONSET. THE USE OF A 'MEET-IN-THE-MIDDLE' APPROACH TO IDENTIFY THE OVERLAP BETWEEN EXPOSURE AND PREDICTIVE MARKERS OF DISEASE IS INNOVATIVE IN STUDIES ON THE RELATIONSHIP BETWEEN DIET AND CANCER, IN WHICH EXPOSURE ASSESSMENT IS DIFFICULT AND THE MECHANISMS THROUGH WHICH THE NUTRIENTS EXERT THEIR PROTECTIVE EFFECT IS LARGELY UNKNOWN. 2019 6 2488 40 EPIGENETICALLY DYSREGULATED GENES AND PATHWAYS IMPLICATED IN THE PATHOGENESIS OF NON-SYNDROMIC HIGH MYOPIA. MYOPIA, COMMONLY REFERRED TO AS NEARSIGHTEDNESS, IS ONE OF THE MOST COMMON CAUSES OF VISUAL DISABILITY THROUGHOUT THE WORLD. IT AFFECTS MORE PEOPLE WORLDWIDE THAN ANY OTHER CHRONIC VISUAL IMPAIRMENT CONDITION. ALTHOUGH THE PREVALENCE VARIES AMONG VARIOUS ETHNIC GROUPS, THE INCIDENCE OF MYOPIA IS INCREASING IN ALL POPULATIONS ACROSS GLOBE. THUS, IT IS CONSIDERED A PRESSING PUBLIC HEALTH PROBLEM. BOTH GENETICS AND ENVIRONMENT PLAY A ROLE IN DEVELOPMENT OF MYOPIA. TO ELUCIDATE THE EPIGENETIC MECHANISM(S) UNDERLYING THE PATHOPHYSIOLOGY OF HIGH-MYOPIA, WE CONDUCTED METHYLATION PROFILING IN 18 CASES AND 18 MATCHED CONTROLS (AGED 4-12 YEARS), USING ILLUMINA METHYLATIONEPIC BEADCHIPS ARRAY. THE DEGREE OF MYOPIA WAS VARIABLE AMONG SUBJECTS, RANGING FROM -6 TO -15D. WE IDENTIFIED 1541 HYPERMETHYLATED CPGS, REPRESENTING 1745 GENES (2.0-FOLD OR HIGHER) (FALSE DISCOVERY RATE (FDR) P /= 0.75 IN HIGH-MYOPIA SUBJECTS COMPARED TO CONTROLS. AMONG THESE, 48 CPGS HAD EXCELLENT CORRELATION (AUC >/= 0.90). HEREIN, WE PRESENT THE FIRST GENOME-WIDE DNA METHYLATION ANALYSIS IN A UNIQUE HIGH-MYOPIA COHORT, SHOWING EXTENSIVE AND DISCRETE METHYLATION CHANGES RELATIVE TO CONTROLS. THE GENES WE IDENTIFIED HOLD SIGNIFICANT POTENTIAL AS TARGETS FOR NOVEL THERAPEUTIC INTERVENTION EITHER ALONE, OR IN COMBINATION. 2019 7 5638 35 SERUM METABOLOMICS REVEALS PATHWAYS AND BIOMARKERS ASSOCIATED WITH ASTHMA PATHOGENESIS. BACKGROUND: ASTHMA IS A CHRONIC INFLAMMATORY DISEASE CAUSED BY COMPLEX INTERACTIONS OF GENETIC, EPIGENETIC, AND ENVIRONMENTAL FACTORS. FOR THIS REASON, NEW APPROACHES ARE REQUIRED TO CLARIFY THE PATHOGENESIS OF ASTHMA BY SYSTEMIC REVIEW. OBJECTIVE: WE APPLIED A (1)H-NMR METABOLOMICS APPROACH TO INVESTIGATE THE ALTERED METABOLIC PATTERN IN SERA FROM PATIENTS WITH ASTHMA AND SOUGHT TO IDENTIFY THE MECHANISM UNDERLYING ASTHMA AND POTENTIAL BIOMARKERS. METHOD: A GLOBAL PROFILE OF SERA FROM PATIENTS WITH ASTHMA (N = 39) AND CONTROLS (N = 26) WAS GENERATED USING (1)H-NMR SPECTROSCOPY COUPLED WITH MULTIVARIATE STATISTICAL ANALYSIS. ENDOGENOUS METABOLITES IN SERUM WERE RAPIDLY MEASURED USING THE TARGET-PROFILING PROCEDURE. RESULTS: MULTIVARIATE STATISTICAL ANALYSIS SHOWED A CLEAR DISTINCTION BETWEEN PATIENTS WITH ASTHMA AND HEALTHY SUBJECTS. SERA OF ASTHMA PATIENTS WERE CHARACTERIZED BY INCREASED LEVELS OF METHIONINE, GLUTAMINE, AND HISTIDINE AND BY DECREASED LEVELS OF FORMATE, METHANOL, ACETATE, CHOLINE, O-PHOSPHOCHOLINE, ARGININE, AND GLUCOSE. THE METABOLITES DETECTED IN THE SERA OF PATIENTS WITH ASTHMA ARE INVOLVED IN HYPERMETHYLATION, RESPONSE TO HYPOXIA, AND IMMUNE REACTION. FURTHERMORE, THE LEVELS OF SERUM METABOLITES FROM PATIENTS WITH ASTHMA CORRELATED WITH ASTHMA SEVERITY; IN PARTICULAR, LIPID METABOLISM WAS ALTERED IN PATIENTS WITH LOWER FORCED EXPIRATORY VOLUME IN 1 S PERCENTAGE (FEV(1)%) PREDICTED VALUES. IN ADDITION, POTENTIAL BIOMARKERS SHOWED STRONG PREDICTIVE POWER IN ROC ANALYSIS, AND THE PRESENCE OF ASTHMA IN EXTERNAL VALIDATION MODELS WAS PREDICTED WITH HIGH ACCURACY (90.9% FOR ASTHMA AND 100% FOR CONTROL SUBJECTS). CONCLUSION & CLINICAL RELEVANCE: THESE DATA SHOWED THAT (1)H-NMR-BASED METABOLITE PROFILING OF SERUM MAY BE USEFUL FOR THE EFFECTIVE DIAGNOSIS OF ASTHMA AND A FURTHER UNDERSTANDING OF ITS PATHOGENESIS. 2013 8 6678 34 USING GENETIC BURDEN SCORES FOR GENE-BY-METHYLATION INTERACTION ANALYSIS ON METABOLIC SYNDROME IN AFRICAN AMERICANS. WITH THE RAPID ADVANCEMENT OF OMICS-BASED RESEARCH, PARTICULARLY BIG DATA SUCH AS GENOME- AND EPIGENOME-WIDE ASSOCIATION STUDIES THAT INCLUDE EXTENSIVE ENVIRONMENTAL AND CLINICAL VARIABLES, DATA ANALYTICS HAVE BECOME INCREASINGLY COMPLEX. RESEARCHERS FACE SIGNIFICANT CHALLENGES REGARDING HOW TO ANALYZE MULTIFACTORIAL DATA AND MAKE USE OF THE FINDINGS FOR CLINICAL TRANSLATION. THE PURPOSE OF THIS ARTICLE IS TO PROVIDE A SCIENTIFIC EXEMPLAR FOR USE OF GENETIC BURDEN SCORES AS A DATA ANALYSIS METHOD FOR STUDIES WITH BOTH GENOTYPE AND DNA METHYLATION DATA IN WHICH THE GOAL IS TO EVALUATE ASSOCIATIONS WITH CHRONIC CONDITIONS SUCH AS METABOLIC SYNDROME (METS). THIS STUDY INCLUDED 739 AFRICAN AMERICAN MEN AND WOMEN FROM THE GENETIC EPIDEMIOLOGY NETWORK OF ARTERIOPATHY STUDY WHO MET DIAGNOSTIC CRITERIA FOR METS AND HAD AVAILABLE GENETIC AND EPIGENETIC DATA. GENETIC BURDEN SCORES FOR EVALUATED GENES WERE NOT SIGNIFICANT AFTER MULTIPLE TESTING CORRECTIONS, BUT DNA METHYLATION AT 2 CPG SITES (DIHYDROOROTATE DEHYDROGENASE CG22381196 PFDR = .014; CTNNA3 CG00132141 PFDR = .043) WAS SIGNIFICANTLY ASSOCIATED WITH METS AFTER CONTROLLING FOR MULTIPLE COMPARISONS. INTERACTIONS BETWEEN THE MARGINALLY SIGNIFICANT CPG SITES AND BURDEN SCORES, HOWEVER, WERE NOT SIGNIFICANT. MORE WORK IS REQUIRED IN THIS AREA TO IDENTIFY INTERMEDIATE BIOLOGICAL PATHWAYS INFLUENCED BY ENVIRONMENTAL, GENETIC, AND EPIGENETIC VARIATION THAT MAY EXPLAIN THE HIGH PREVALENCE OF METS AMONG AFRICAN AMERICANS. THIS STUDY DOES SERVE, HOWEVER, AS AN EXAMPLE OF THE USE OF THE GENETIC BURDEN SCORE AS AN ALTERNATIVE DATA ANALYSIS APPROACH FOR COMPLEX STUDIES INVOLVING THE ANALYSIS OF GENETIC AND EPIGENETIC DATA SIMULTANEOUSLY. 2019 9 2820 28 FINE-MAPPING INFLAMMATORY BOWEL DISEASE LOCI TO SINGLE-VARIANT RESOLUTION. INFLAMMATORY BOWEL DISEASES ARE CHRONIC GASTROINTESTINAL INFLAMMATORY DISORDERS THAT AFFECT MILLIONS OF PEOPLE WORLDWIDE. GENOME-WIDE ASSOCIATION STUDIES HAVE IDENTIFIED 200 INFLAMMATORY BOWEL DISEASE-ASSOCIATED LOCI, BUT FEW HAVE BEEN CONCLUSIVELY RESOLVED TO SPECIFIC FUNCTIONAL VARIANTS. HERE WE REPORT FINE-MAPPING OF 94 INFLAMMATORY BOWEL DISEASE LOCI USING HIGH-DENSITY GENOTYPING IN 67,852 INDIVIDUALS. WE PINPOINT 18 ASSOCIATIONS TO A SINGLE CAUSAL VARIANT WITH GREATER THAN 95% CERTAINTY, AND AN ADDITIONAL 27 ASSOCIATIONS TO A SINGLE VARIANT WITH GREATER THAN 50% CERTAINTY. THESE 45 VARIANTS ARE SIGNIFICANTLY ENRICHED FOR PROTEIN-CODING CHANGES (N = 13), DIRECT DISRUPTION OF TRANSCRIPTION-FACTOR BINDING SITES (N = 3), AND TISSUE-SPECIFIC EPIGENETIC MARKS (N = 10), WITH THE LAST CATEGORY SHOWING ENRICHMENT IN SPECIFIC IMMUNE CELLS AMONG ASSOCIATIONS STRONGER IN CROHN'S DISEASE AND IN GUT MUCOSA AMONG ASSOCIATIONS STRONGER IN ULCERATIVE COLITIS. THE RESULTS OF THIS STUDY SUGGEST THAT HIGH-RESOLUTION FINE-MAPPING IN LARGE SAMPLES CAN CONVERT MANY DISCOVERIES FROM GENOME-WIDE ASSOCIATION STUDIES INTO STATISTICALLY CONVINCING CAUSAL VARIANTS, PROVIDING A POWERFUL SUBSTRATE FOR EXPERIMENTAL ELUCIDATION OF DISEASE MECHANISMS. 2017 10 2627 44 EPIGENOME-WIDE ASSOCIATION STUDY OF ADIPOSITY AND FUTURE RISK OF OBESITY-RELATED DISEASES. BACKGROUND: OBESITY IS AN ESTABLISHED RISK FACTOR FOR SEVERAL COMMON CHRONIC DISEASES SUCH AS BREAST AND COLORECTAL CANCER, METABOLIC AND CARDIOVASCULAR DISEASES; HOWEVER, THE BIOLOGICAL BASIS FOR THESE RELATIONSHIPS IS NOT FULLY UNDERSTOOD. TO EXPLORE THE ASSOCIATION OF OBESITY WITH THESE CONDITIONS, WE INVESTIGATED PERIPHERAL BLOOD LEUCOCYTE (PBL) DNA METHYLATION MARKERS FOR ADIPOSITY AND THEIR CONTRIBUTION TO RISK OF INCIDENT BREAST AND COLORECTAL CANCER AND MYOCARDIAL INFARCTION. METHODS: DNA METHYLATION PROFILES (ILLUMINA INFINIUM((R)) HUMANMETHYLATION450 BEADCHIP) FROM 1941 INDIVIDUALS FROM FOUR POPULATION-BASED EUROPEAN COHORTS WERE ANALYSED IN RELATION TO BODY MASS INDEX, WAIST CIRCUMFERENCE, WAIST-HIP AND WAIST-HEIGHT RATIO WITHIN A META-ANALYTICAL FRAMEWORK. IN A SUBSET OF THESE INDIVIDUALS, DATA ON GENOME-WIDE GENE EXPRESSION LEVEL, BIOMARKERS OF GLUCOSE AND LIPID METABOLISM WERE ALSO AVAILABLE. VALIDATION OF METHYLATION MARKERS ASSOCIATED WITH ALL ADIPOSITY MEASURES WAS PERFORMED IN 358 INDIVIDUALS. FINALLY, WE INVESTIGATED THE ASSOCIATION OF OBESITY-RELATED METHYLATION MARKS WITH BREAST, COLORECTAL CANCER AND MYOCARDIAL INFARCTION WITHIN RELEVANT SUBSETS OF THE DISCOVERY POPULATION. RESULTS: WE IDENTIFIED 40 CPG LOCI WITH METHYLATION LEVELS ASSOCIATED WITH AT LEAST ONE ADIPOSITY MEASURE. OF THESE, ONE CPG LOCUS (CG06500161) IN ABCG1 WAS ASSOCIATED WITH ALL FOUR ADIPOSITY MEASURES (P = 9.07X10(-)(8) TO 3.27X10(-18)) AND LOWER TRANSCRIPTIONAL ACTIVITY OF THE FULL-LENGTH ISOFORM OF ABCG1 (P = 6.00X10(-7)), HIGHER TRIGLYCERIDE LEVELS (P = 5.37X10(-)(9)) AND HIGHER TRIGLYCERIDES-TO-HDL CHOLESTEROL RATIO (P = 1.03X10(-10)). OF THE 40 INFORMATIVE AND OBESITY-RELATED CPG LOCI, TWO (IN IL2RB AND FGF18) WERE SIGNIFICANTLY ASSOCIATED WITH COLORECTAL CANCER (INVERSELY, P < 1.6X10(-3)) AND ONE INTERGENIC LOCUS ON CHROMOSOME 1 WAS INVERSELY ASSOCIATED WITH MYOCARDIAL INFARCTION (P < 1.25X10(-3)), INDEPENDENTLY OF OBESITY AND ESTABLISHED RISK FACTORS. CONCLUSION: OUR RESULTS SUGGEST THAT EPIGENETIC CHANGES, IN PARTICULAR ALTERED DNA METHYLATION PATTERNS, MAY BE AN INTERMEDIATE BIOMARKER AT THE INTERSECTION OF OBESITY AND OBESITY-RELATED DISEASES, AND COULD OFFER CLUES AS TO UNDERLYING BIOLOGICAL MECHANISMS. 2018 11 6817 29 [FACIOSCAPULOHUMERAL MUSCULAR DYSTROPHY: REPORT OF SEVEN PATIENTS]. BACKGROUND: FACIOSCAPULOHUMERAL MUSCULAR DYSTROPHY IS THE THIRD MOST COMMON MUSCULAR DYSTROPHY WITH AN ESTIMATED PREVALENCE OF 1 PER 20.000 AND A NORMAL LIFE EXPECTANCY IN THE MAJORITY OF PATIENTS. HOWEVER, APPROXIMATELY 15% OF PATIENTS BECOME WHEELCHAIR BOUND IN THE COURSE OF THEIR LIFE. IT IS A HEREDITARY AUTOSOMAL DOMINANT DISEASE WITH HIGH (95%) PENETRANCE BY THE AGE OF 20, BUT WITH VARIABLE DEGREE OF PHENOTYPIC EXPRESSION EVEN IN THE SAME FAMILY GROUP. SYMPTOMS FREQUENTLY START IN THE SECOND DECADE OF LIFE, WITH FACIAL AND SCAPULAR WEAKNESS. AIM: TO REPORT THE CLINICAL FEATURES OF SEVEN PATIENTS WITH THE DISEASE, SEEN AT A PUBLIC HOSPITAL. MATERIAL AND METHODS: ANALYSIS OF SEVEN PATIENTS WITH GENETIC STUDY SEEN IN A PUBLIC HOSPITAL IN SANTIAGO. RESULTS: THE AGE OF PATIENTS FLUCTUATED FROM 18 TO 61 YEARS AND FOUR WERE FEMALES. THE MEAN AGE AT ONSET OF SYMPTOMS WAS 29 YEARS AND FOUR HAD A FAMILY HISTORY OF THE DISEASE. THE USUAL PRESENTING COMPLAINT WAS ARM OR SHOULDER ASYMMETRIC WEAKNESS. FOUR PATIENTS HAD BONE PAIN. FACIAL INVOLVEMENT WAS PRESENT IN FOUR. A GENETIC STUDY WAS DONE IN FIVE PATIENTS, THE OTHER TWO PATIENTS WERE RELATIVES, CONFIRMING THE CONTRACTION OR LOWER NUMBER OF REPETITIONS IN D4Z4 REGION. AFTER 12 YEARS OF FOLLOW UP ONLY 2 PATIENTS OLDER THAN 60 YEARS CANNOT WORK AND ONE FEMALE PATIENTS IS IN A SEMI DEPENDENT STATE AT THE AGE OF 30. CONCLUSIONS: THE CLINICAL WORKUP IN THE DIAGNOSIS AND THE TIMELY INDICATION OF GENETIC STUDIES ARE HIGHLIGHTED, TO AVOID UNNECESSARY AND INVASIVE PROCEDURES. THE VARIABILITY IN THE PHENOTYPIC EXPRESSION IN A SIMILAR GENETIC DEFECT IS DISCUSSED AND THE GENETIC OR EPIGENETIC MECHANISMS OF THIS MUSCULAR DYSTROPHY ARE DESCRIBED. 2015 12 1345 41 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 13 276 27 AGE-RELATED DIFFERENCES IN MONOCYTE DNA METHYLATION AND IMMUNE FUNCTION IN HEALTHY KENYAN ADULTS AND CHILDREN. BACKGROUND: AGE-RELATED CHANGES IN ADAPTIVE AND INNATE IMMUNE CELLS HAVE BEEN ASSOCIATED WITH A DECLINE IN EFFECTIVE IMMUNITY AND CHRONIC, LOW-GRADE INFLAMMATION. EPIGENETIC, TRANSCRIPTIONAL, AND FUNCTIONAL CHANGES IN MONOCYTES OCCUR WITH AGING, THOUGH MOST STUDIES TO DATE HAVE FOCUSED ON DIFFERENCES BETWEEN YOUNG ADULTS AND THE ELDERLY IN POPULATIONS WITH EUROPEAN ANCESTRY; FEW DATA EXIST REGARDING CHANGES THAT OCCUR IN CIRCULATING MONOCYTES DURING THE FIRST FEW DECADES OF LIFE OR IN AFRICAN POPULATIONS. WE ANALYZED DNA METHYLATION PROFILES, CYTOKINE PRODUCTION, AND INFLAMMATORY GENE EXPRESSION PROFILES IN MONOCYTES FROM YOUNG ADULTS AND CHILDREN FROM WESTERN KENYA. RESULTS: WE IDENTIFIED SEVERAL HYPO- AND HYPER-METHYLATED CPG SITES IN MONOCYTES FROM KENYAN YOUNG ADULTS VS. CHILDREN THAT REPLICATED FINDINGS IN THE CURRENT LITERATURE OF DIFFERENTIAL DNA METHYLATION IN MONOCYTES FROM ELDERLY PERSONS VS. YOUNG ADULTS ACROSS DIVERSE POPULATIONS. DIFFERENTIALLY METHYLATED CPG SITES WERE ALSO NOTED IN GENE REGIONS IMPORTANT TO INFLAMMATION AND INNATE IMMUNE RESPONSES. MONOCYTES FROM KENYAN YOUNG ADULTS VS. CHILDREN DISPLAYED INCREASED PRODUCTION OF IL-8, IL-10, AND IL-12P70 IN RESPONSE TO TLR4 AND TLR2/1 STIMULATION AS WELL AS DISTINCT INFLAMMATORY GENE EXPRESSION PROFILES. CONCLUSIONS: THESE FINDINGS COMPLEMENT PREVIOUS REPORTS OF AGE-RELATED METHYLATION CHANGES IN ISOLATED MONOCYTES AND PROVIDE NOVEL INSIGHTS INTO THE ROLE OF AGE-ASSOCIATED CHANGES IN INNATE IMMUNE FUNCTIONS. 2021 14 6137 37 THE EPIGENETICS OF PSYCHOSIS: A STRUCTURED REVIEW WITH REPRESENTATIVE LOCI. THE EVIDENCE FOR AN ENVIRONMENTAL COMPONENT IN CHRONIC PSYCHOTIC DISORDERS IS STRONG AND RESEARCH ON THE EPIGENETIC MANIFESTATIONS OF THESE ENVIRONMENTAL IMPACTS HAS COMMENCED IN EARNEST. IN REVIEWING THIS RESEARCH, THE FOCUS IS ON THREE GENES AS MODELS FOR DIFFERENTIAL METHYLATION, MCHR1, AKT1 AND TDO2, EACH OF WHICH HAVE BEEN INVESTIGATED FOR GENETIC ASSOCIATION WITH PSYCHOTIC DISORDERS. ENVIRONMENTAL FACTORS ASSOCIATED WITH PSYCHOTIC DISORDERS, AND WHICH INTERACT WITH THESE MODEL GENES, ARE EXPLORED IN DEPTH. THE LOCATION OF TRANSCRIPTION FACTOR MOTIFS RELATIVE TO KEY METHYLATION SITES IS EVALUATED FOR PREDICTED GENE EXPRESSION RESULTS, AND FOR OTHER SITES, EVIDENCE IS PRESENTED FOR METHYLATION DIRECTING ALTERNATIVE SPLICING. EXPERIMENTAL RESULTS FROM KEY STUDIES SHOW DIFFERENTIAL METHYLATION: FOR MCHR1, IN PSYCHOSIS CASES VERSUS CONTROLS; FOR AKT1, AS A PRE-EXISTING METHYLATION PATTERN INFLUENCING BRAIN ACTIVATION FOLLOWING ACUTE ADMINISTRATION OF A PSYCHOSIS-ELICITING ENVIRONMENTAL STIMULUS; AND FOR TDO2, IN A PATTERN ASSOCIATED WITH A DEVELOPMENTAL FACTOR OF RISK FOR PSYCHOSIS, IN ALL CASES THE PREDICTED EXPRESSION IMPACT BEING HIGHLY DEPENDENT ON LOCATION. METHYLATION INDUCED BY SMOKING, A CONFOUNDING VARIABLE, EXHIBITS AN INTRIGUING PATTERN FOR ALL THREE GENES. FINALLY, HOW DIFFERENTIAL METHYLATION MESHES WITH DARWINIAN PRINCIPLES IS EXAMINED, IN PARTICULAR AS IT RELATES TO THE "FLEXIBLE STEM" THEORY OF EVOLUTION. 2022 15 2908 29 GENE EXPRESSION PROFILE OF NORMAL BREAST TISSUE AND BODY MASS INDEX. BACKGROUND: IN HUMAN BREAST, ADIPOSE TISSUE REPRESENTS UP TO 80% OF THE TOTAL VOLUME AND PLAYS A CRITICAL ROLE IN MAMMARY GLAND REMODELING. GIVEN THE EMERGING ROLE OF OBESITY IN BREAST CANCER GROWTH AND DEVELOPMENT, WE EXPLORED THE RELATIONSHIP BETWEEN BODY MASS INDEX (BMI), AS A PROXY OF WOMAN'S OBESITY STATUS, AND THE EXPRESSION IN NORMAL BREAST TISSUE FROM HEALTHY WOMEN OF A SELECTED PANEL OF GENES, KNOWN TO BE INVOLVED IN MAMMARY GLAND HOMEOSTASIS. METHODS: TWO INDEPENDENT PUBLICLY AVAILABLE DATASETS, COMPOSED OF 180 SPECIMENS OF NORMAL BREAST TISSUE FROM REDUCTION MAMMOPLASTY WERE INTERROGATED. DIFFERENTIAL GENE EXPRESSION AMONG BMI CLASSES WAS EVALUATED BY ANOVA, AND PARTIAL CORRELATION COEFFICIENT WAS USED TO ASSAY THE CORRELATION BETWEEN GENES CONTROLLING FOR BMI. RESULTS: DESPITE THE DIFFERENCES IN MICROARRAY PLATFORMS AND ANALYTICAL PROCEDURES, THE TWO DATASETS SHARED A CORE OF 9 GENES DIFFERENTIALLY EXPRESSED IN BMI CLASSES AND SIGNIFICANTLY CORRELATED WITH BMI. FOUR (44%) OF THESE GENES BELONG TO THE FUNCTIONAL CLASS OF CYTOKINES AND CYTOKINE RECEPTORS (IL1R1, IL2RA, IL12A, AND IL12RB2). THE OTHERS BELONG TO THE FUNCTIONAL CLASS OF THE EPIGENETIC REGULATION (MEDAG AND SETD7), SIGNAL TRANSDUCTION (STAT1), CELL ADHESION (ITGAV), AND ENZYMATIC ACTIVITY (STS). CONCLUSIONS: ALTHOUGH EXPLORATORY, PRESENT FINDINGS ARE IN AGREEMENT WITH THE ROLE OF INFLAMMATION MODULATORS IN THE HOMEOSTASIS OF NORMAL BREAST TISSUE AND THE BELIEVE THAT AN INCREASE IN BODY ADIPOSE TISSUE MAY HAVE A POTENTIALLY DANGEROUS LOCAL EFFECT, THROUGH THE INCREASED EXPRESSION OF INFLAMMATION-RELATED GENES AND THE ESTABLISHMENT OF A LOW-GRADE CHRONIC INFLAMMATION. 2021 16 1537 27 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 17 1097 35 COLLABORATIVE MOLECULAR EPIDEMIOLOGY STUDY OF METABOLIC DYSREGULATION, DNA METHYLATION, AND BREAST CANCER RISK AMONG NIGERIAN WOMEN: MEND STUDY OBJECTIVES AND DESIGN. PURPOSE: TO ELUCIDATE THE ROLE OF METABOLIC DYSREGULATION AND ASSOCIATED DNA METHYLATION CHANGES ON BREAST CANCER RISK AND AGGRESSIVE SUBTYPES AMONG NIGERIAN WOMEN. WE DESCRIBE THE DESIGN AND METHODS OF A COLLABORATIVE MOLECULAR EPIDEMIOLOGY STUDY OF BREAST CANCER IN NIGERIAN HOSPITALS. METHODS: THE MECHANISMS FOR NOVEL AND ESTABLISHED RISK FACTORS FOR BREAST CANCER IN WOMEN OF NIGERIAN DESCENT (MEND) STUDY WAS DESIGNED AS A MATCHED CASE-CONTROL STUDY OF 350 PATIENTS, AGE 18 TO 75 YEARS, WITH NEWLY DIAGNOSED, TREATMENT-NAIVE BREAST CANCER AND 350 AGE-MATCHED HEALTHY CONTROLS FROM SURROUNDING GEOGRAPHIC AREAS. PATIENTS WITH BREAST CANCER SEEN FOR INITIAL DIAGNOSIS AT FOUR LARGE TERTIARY HOSPITALS IN SOUTHWEST NIGERIA AND ONE AFFILIATED PRIVATE HOSPITAL WERE RECRUITED. HEALTHY FEMALE CONTROLS WERE SELECTED FROM A COHORT OF 4,000 HEALTHY WOMEN RECRUITED AS PART OF THE HUMAN HEREDITY AND HEALTH (H3) IN AFRICA CHRONIC KIDNEY DISEASE CASE-CONTROL STUDY IN NIGERIA. TUMOR AND ADJACENT NORMAL TISSUE, AND BLOOD AND SALIVA SAMPLES WERE COLLECTED FOR MOLECULAR AND EPIGENETIC ASSAYS. RESULTS: ALTHOUGH RECRUITMENT IS ONGOING, A TOTAL OF 416 PATIENTS HAVE BEEN RECRUITED TO DATE, WITH TUMOR AND BLOOD SAMPLES OBTAINED FROM AT LEAST 310 PATIENTS. DATA ON AGE-MATCHED (+/- 6 MONTHS) CONTROLS HAVE ALSO BEEN OBTAINED AND HARMONIZED. LIPID ASSAYS FOR 350 PATHOLOGICALLY VERIFIED CASES AND 350 AGE-MATCHED CONTROLS IS UNDERWAY, AND PATHOLOGIC CHARACTERIZATION OF TUMORS (INCLUDING IMMUNOHISTOCHEMISTRY FOR SUBTYPING) IS ONGOING. DATA ON DNA METHYLATION FOR TUMORS AND ADJACENT NORMAL TISSUE ARE EXPECTED BY THE END OF THE STUDY PERIOD. CONCLUSION: THE MEND STUDY WILL PROVIDE A UNIQUE, HIGH-QUALITY SOURCE OF DATA TO EVALUATE THE CONTRIBUTION OF METABOLIC DYSREGULATION SUCH AS OBESITY, DIABETES, HYPERTENSION, AND METABOLIC SYNDROME TO THE BIOLOGY OF BREAST CANCER AMONG NIGERIAN WOMEN AND FOSTER COLLABORATIVE STUDIES RELEVANT FOR WOMEN OF AFRICAN DESCENT GLOBALLY. 2019 18 1048 36 CLINICAL EPIGENETICS AND ACUTE/CHRONIC REJECTION IN SOLID ORGAN TRANSPLANTATION: AN UPDATE. THE LACK OF A PRECISE STRATIFICATION ALGORITHM FOR PREDICTING PATIENTS AT HIGH RISK OF GRAFT REJECTION CHALLENGES THE CURRENT SOLID ORGAN TRANSPLANTATION (SOT) CLINICAL SETTING. IN FACT, THE ESTABLISHED BIOMARKERS FOR TRANSPLANTATION OUTCOMES ARE UNABLE TO ACCURATELY PREDICT THE ONSET TIME AND SEVERITY OF GRAFT REJECTION (ACUTE OR CHRONIC) AS WELL AS THE INDIVIDUAL RESPONSE TO IMMUNOSUPPRESSIVE DRUGS. THUS, IDENTIFYING NOVEL MOLECULAR PATHWAYS UNDERLYING EARLY IMMUNOLOGICAL RESPONSES WHICH CAN DAMAGE TRANSPLANT INTEGRITY IS NEEDED TO REACH PRECISION MEDICINE AND PERSONALIZED THERAPY OF SOT. DIRECT EPIGENETIC-SENSITIVE MECHANISMS, MAINLY DNA METHYLATION AND HISTONE MODIFICATIONS, MAY PLAY A RELEVANT ROLE FOR IMMUNE ACTIVATION AND LONG-TERM EFFECTS (E.G., ACTIVATION OF FIBROTIC PROCESSES) WHICH MAY BE TRANSLATED IN NEW NON-INVASIVE BIOMARKERS AND DRUG TARGETS. IN PARTICULAR, THE MEASURE OF DNA METHYLATION BY USING THE BLOOD-BASED "EPIGENETIC CLOCK" SYSTEM MAY BE AN ADDED VALUE TO THE DONOR ELIGIBILITY CRITERIA PROVIDING AN ESTIMATION OF THE HEART BIOLOGICAL AGE AS WELL AS A PREDICTIVE BIOMARKERS. BESIDES, MONITORING OF DNA METHYLATION CHANGES MAY AID TO PREDICT ACUTE VS CHRONIC GRAFT DAMAGE IN KIDNEY TRANSPLANTATION (KT) PATIENTS. FOR EXAMPLE, HYPERMETHYLATION OF GENES BELONGING TO THE NOTCH AND WNT PATHWAYS SHOWED A HIGHER PREDICTIVE VALUE FOR CHRONIC INJURY OCCURRING AT 12 MONTHS POST-KT WITH RESPECT TO ESTABLISHED CLINICAL PARAMETERS. DETECTING HIGHER CIRCULATING CELL-FREE DNA (CFDNA) FRAGMENTS CARRYING HEPATOCYTE-SPECIFIC UNMETHYLATED LOCI IN THE INTER-ALPHA-TRYPSIN INHIBITOR HEAVY CHAIN 4 (ITIH4), INSULIN LIKE GROWTH FACTOR 2 RECEPTOR (IGF2R), AND VITRONECTIN (VTN) GENES MAY BE USEFUL TO PREDICT ACUTE GRAFT INJURY AFTER LIVER TRANSPLANTATION (LT) IN SERUM SAMPLES. FURTHERMORE, HYPOMETHYLATION IN THE FORKHEAD BOX P3 (FOXP3) GENE MAY SERVE AS A MARKER OF INFILTRATING NATURAL TREG PERCENTAGE IN THE GRAFT PROVIDING THE ABILITY TO PREDICT ACUTE REJECTION EVENTS AFTER HEART TRANSPLANTATION (HTX). WE AIM TO UPDATE ON THE POSSIBLE CLINICAL RELEVANCE OF DNA METHYLATION CHANGES REGULATING IMMUNE-RELATED PATHWAYS UNDERLYING ACUTE OR CHRONIC GRAFT REJECTION IN KT, LT, AND HTX WHICH MIGHT BE USEFUL TO PREVENT, MONITOR, AND TREAT SOLID ORGAN REJECTION AT PERSONALIZED LEVEL. 2021 19 6468 30 TISSUE-SPECIFIC ENRICHMENT OF LYMPHOMA RISK LOCI IN REGULATORY ELEMENTS. THOUGH NUMEROUS POLYMORPHISMS HAVE BEEN ASSOCIATED WITH RISK OF DEVELOPING LYMPHOMA, HOW THESE VARIANTS FUNCTION TO PROMOTE TUMORIGENESIS IS POORLY UNDERSTOOD. HERE, WE REPORT THAT LYMPHOMA RISK SNPS, ESPECIALLY IN THE NON-HODGKIN'S LYMPHOMA SUBTYPE CHRONIC LYMPHOCYTIC LEUKEMIA, ARE SIGNIFICANTLY ENRICHED FOR CO-LOCALIZATION WITH EPIGENETIC MARKS OF ACTIVE GENE REGULATION. THESE ENRICHMENTS WERE SEEN IN A LYMPHOID-SPECIFIC MANNER FOR NUMEROUS ENCODE DATASETS, INCLUDING DNASE-HYPERSENSITIVITY AS WELL AS MULTIPLE SEGMENTATION-DEFINED ENHANCER REGIONS. FURTHERMORE, WE IDENTIFY PUTATIVELY FUNCTIONAL SNPS THAT ARE BOTH IN REGULATORY ELEMENTS IN LYMPHOCYTES AND ARE ASSOCIATED WITH GENE EXPRESSION CHANGES IN BLOOD. WE DEVELOPED AN ALGORITHM, UES, THAT USES A MONTE CARLO SIMULATION APPROACH TO CALCULATE THE ENRICHMENT OF PREVIOUSLY IDENTIFIED RISK SNPS IN VARIOUS FUNCTIONAL ELEMENTS. THIS MULTISCALE APPROACH INTEGRATING MULTIPLE DATASETS HELPS DISENTANGLE THE UNDERLYING BIOLOGY OF LYMPHOMA, AND MORE BROADLY, IS GENERALLY APPLICABLE TO GWAS RESULTS FROM OTHER DISEASES AS WELL. 2015 20 1545 40 DNA METHYLATION IN LIVER TUMORIGENESIS IN FISH FROM THE ENVIRONMENT. THE LINK BETWEEN ENVIRONMENT, ALTERATION IN DNA METHYLATION AND CANCER HAS BEEN WELL ESTABLISHED IN HUMANS; YET, IT IS UNDER-STUDIED IN UNSEQUENCED NON-MODEL ORGANISMS. THE OCCURRENCE OF LIVER TUMORS IN THE FLATFISH DAB COLLECTED AT CERTAIN UK SAMPLING SITES EXCEEDS 20%, YET THE CAUSATIVE AGENTS AND THE MOLECULAR MECHANISMS OF TUMOR FORMATION ARE NOT KNOWN, ESPECIALLY REGARDING THE BALANCE BETWEEN EPIGENETIC AND GENETIC FACTORS. METHYLATED DNA IMMUNOPRECIPITATION (MEDIP) COMBINED WITH DE NOVO HIGH-THROUGHPUT DNA SEQUENCING WERE USED TO INVESTIGATE DNA METHYLATION CHANGES IN DAB HEPATOCELLULAR ADENOMA TUMORS FOR THE FIRST TIME IN AN UNSEQUENCED SPECIES. NOVEL CUSTOM-MADE DAB GENE EXPRESSION ARRAYS WERE DESIGNED AND USED TO DETERMINE THE RELATIONSHIP BETWEEN DNA METHYLATION AND GENE EXPRESSION. IN ADDITION, THE CONFIRMATORY TECHNIQUES OF BISULFITE SEQUENCING PCR (BSP) AND RT-PCR WERE APPLIED. GENES INVOLVED IN PATHWAYS RELATED TO CANCER, INCLUDING APOPTOSIS, WNT/BETA-CATENIN SIGNALING AND GENOMIC AND NON-GENOMIC ESTROGEN RESPONSES, WERE ALTERED BOTH IN METHYLATION AND TRANSCRIPTION. GLOBAL METHYLATION WAS STATISTICALLY SIGNIFICANTLY 1.8-FOLD REDUCED IN HEPATOCELLULAR ADENOMA AND NON-CANCEROUS SURROUNDING TISSUES COMPARED WITH LIVER FROM NON-CANCER BEARING DAB. BASED ON THE IDENTIFIED CHANGES AND CHEMICAL EXPOSURE DATA, OUR STUDY SUPPORTS THE EPIGENETIC MODEL OF CANCER. WE HYPOTHESIZE THAT CHRONIC EXPOSURE TO A MIXTURE OF ENVIRONMENTAL CONTAMINANTS CONTRIBUTES TO A GLOBAL HYPOMETHYLATION FOLLOWED BY FURTHER EPIGENETIC AND GENOMIC CHANGES. THE FINDINGS SUGGEST A LINK BETWEEN ENVIRONMENT, EPIGENETICS AND CANCER IN FISH TUMORS IN THE WILD AND SHOW THE UTILITY OF THIS METHODOLOGY FOR STUDIES IN NON-MODEL ORGANISMS. 2011