1 4491 148 MONOSOMY 7 MYELOPROLIFERATIVE DISEASE IN CHILDREN WITH NEUROFIBROMATOSIS, TYPE 1: EPIDEMIOLOGY AND MOLECULAR ANALYSIS. LOSS OF CONSTITUTIONAL HETEROZYGOSITY IS A COMMON MOLECULAR FEATURE OF CANCERS IN WHICH INACTIVATION OF ONE OR MORE TUMOR SUPPRESSOR GENES IS THOUGHT TO CONTRIBUTE TO TUMORIGENESIS. RECENT EVIDENCE SUGGESTS THAT THE GENE RESPONSIBLE FOR NEUROFIBROMATOSIS, TYPE 1 (NF-1), BELONGS TO THIS CLASS OF HERITABLE CANCER GENES. CHILDREN WITH NF-1 SHOW AN INCREASED INCIDENCE OF MYELOID LEUKEMIA, INCLUDING JUVENILE CHRONIC MYELOGENOUS LEUKEMIA (JCML) AND, PERHAPS, THE MYELOPROLIFERATIVE SYNDROME (MPS) ASSOCIATED WITH BONE MARROW MONOSOMY 7 (MO 7). WE HAVE INVESTIGATED FIVE CHILDREN WITH MO 7: THREE WITH NF-1 AND TWO OTHERS WITH SUGGESTIVE EVIDENCE OF NF-1. SOUTHERN BLOTTING EXPERIMENTS PERFORMED IN FOUR PATIENTS SHOWED NO LOSS OF HETEROZYGOSITY IN BONE MARROW SPECIMENS USING PROBES LINKED TO THE NF-1 LOCUS ON THE LONG ARM OF CHROMOSOME 17. BOTH OF OUR PATIENTS WITH FAMILIAL NF-1 INHERITED THE DISEASE FROM THEIR MOTHERS, AS DID 14 OF 19 OTHER CASES OF MYELOID LEUKEMIA IN CHILDREN WITH FAMILIAL NF-1. SEVENTEEN OF THESE 21 CHILDREN WERE BOYS. MYELOID LEUKEMIA DEVELOPED IN 12 BOYS AND FOUR GIRLS WHO INHERITED NF-1 FROM THEIR MOTHERS, AND IN FIVE BOYS WHO INHERITED THE DISEASE FROM THEIR FATHERS. FATHER-TO-DAUGHTER TRANSMISSION WAS NOT OBSERVED. TAKEN TOGETHER, THE PRESENCE OF CHROMOSOME 7 DELETIONS IN THE LEUKEMIAS OF CHILDREN WITH NF-1, A PATTERN OF INHERITANCE FAVORING MATERNAL TRANSMISSION OF NF-1, AND THE MARKED PREDILECTION FOR BOYS TO DEVELOP JCML AND MO 7 SUGGEST A MULTISTEP MECHANISM OF ONCOGENESIS IN WHICH EPIGENETIC FACTORS MIGHT PLAY A ROLE. FURTHER INVESTIGATION IS REQUIRED TO DETERMINE IF THE NF-1 GENES IN THE LEUKEMIC BONE MARROWS OF THESE PATIENTS HAVE ACQUIRED POINT MUTATIONS OR SMALL DELETIONS. 1992 2 1577 32 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 3 1599 39 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 4 144 36 ABERRANT DNA METHYLATION PROFILE OF CHRONIC AND TRANSFORMED CLASSIC PHILADELPHIA-NEGATIVE MYELOPROLIFERATIVE NEOPLASMS. MOST DNA METHYLATION STUDIES IN CLASSIC PHILADELPHIA-NEGATIVE MYELOPROLIFERATIVE NEOPLASMS HAVE BEEN PERFORMED ON A GENE-BY-GENE BASIS. THEREFORE, A MORE COMPREHENSIVE METHYLATION PROFILING IS NEEDED TO STUDY THE IMPLICATIONS OF THIS EPIGENETIC MARKER IN MYELOPROLIFERATIVE NEOPLASMS. HERE, WE HAVE ANALYZED 71 CHRONIC (24 POLYCYTHEMIA VERA, 23 ESSENTIAL THROMBOCYTHEMIA AND 24 PRIMARY MYELOFIBROSIS) AND 13 TRANSFORMED MYELOPROLIFERATIVE NEOPLASMS USING GENOME-WIDE DNA METHYLATION ARRAYS. THE THREE TYPES OF CHRONIC PHILADELPHIA-NEGATIVE MYELOPROLIFERATIVE NEOPLASMS SHOWED A SIMILAR ABERRANT DNA METHYLATION PATTERN WHEN COMPARED TO CONTROL SAMPLES. DIFFERENTIALLY METHYLATED REGIONS WERE ENRICHED IN A GENE NETWORK CENTERED ON THE NF-KAPPAB PATHWAY, INDICATING THAT THEY MAY BE INVOLVED IN THE PATHOGENESIS OF THESE DISEASES. IN THE CASE OF TRANSFORMED MYELOPROLIFERATIVE NEOPLASMS, WE DETECTED AN INCREASED NUMBER OF DIFFERENTIALLY METHYLATED REGIONS WITH RESPECT TO CHRONIC MYELOPROLIFERATIVE NEOPLASMS. INTERESTINGLY, THESE GENES WERE ENRICHED IN A LIST OF DIFFERENTIALLY METHYLATED REGIONS IN PRIMARY ACUTE MYELOID LEUKEMIA AND IN A GENE NETWORK CENTERED AROUND THE IFN PATHWAY. OUR RESULTS SUGGEST THAT ALTERATIONS IN THE DNA METHYLATION LANDSCAPE PLAY AN IMPORTANT ROLE IN THE PATHOGENESIS AND LEUKEMIC TRANSFORMATION OF MYELOPROLIFERATIVE NEOPLASMS. THE THERAPEUTIC MODULATION OF EPIGENETICALLY-DEREGULATED PATHWAYS MAY ALLOW US TO DESIGN TARGETED THERAPIES FOR THESE PATIENTS. 2013 5 2494 33 EPIGENETICS AND CHRONIC LYMPHOCYTIC LEUKEMIA. THE DNA METHYLATION LEVEL IN PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA IS GENERALLY LOWER THAN HEALTHY INDIVIDUALS. ALTHOUGH DNA METHYLATION IS GLOBALLY DECREASED, REGIONAL HYPERMETHYLATION OF GENE PROMOTERS LEADS TO GENE SILENCING. MANY OF THESE GENES HAVE TUMOR SUPPRESSOR PHENOTYPES. UNLIKE MUTATIONS OR DELETIONS, HYPERMETHYLATION IS POTENTIALLY REVERSIBLE AFTER INHIBITION WITH DNA METHYLATION MODULATORS. MYELODYSPLASTIC SYNDROME HAS BEEN A MODEL DISEASE IN WHICH TREATMENT OF PATIENTS RESULTS IN DEMETHYLATION OF SPECIFIC GENES. THE STORY IN PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA IS SLOWLY UNRAVELING AS EPIGENETIC MODIFICATIONS LIKELY ALSO PLAY AN IMPORTANT ROLE. ONGOING CLINICAL TRIALS CORRELATING CLINICAL RESPONSE TO GENE EXPRESSION AFTER TREATMENT WITH DNA METHYLATION INHIBITORS WILL ULTIMATELY ALLOW US TO BETTER RISK STRATIFY AND PREDICT THE SUBGROUP OF PATIENTS WHO WILL BENEFIT FROM TREATMENT WITH THIS CLASS OF DRUGS. 2006 6 1561 33 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 7 4551 38 MUTATIONAL HIERARCHIES IN MYELODYSPLASTIC SYNDROMES DYNAMICALLY ADAPT AND EVOLVE UPON THERAPY RESPONSE AND FAILURE. CLONAL EVOLUTION IS BELIEVED TO BE A MAIN DRIVER FOR PROGRESSION OF VARIOUS TYPES OF CANCER AND IMPLICATED IN FACILITATING RESISTANCE TO DRUGS. HOWEVER, THE HIERARCHICAL ORGANIZATION OF MALIGNANT CLONES IN THE HEMATOPOIESIS OF MYELODYSPLASTIC SYNDROMES (MDS) AND ITS IMPACT ON RESPONSE TO DRUG THERAPY REMAIN POORLY UNDERSTOOD. USING HIGH-THROUGHPUT SEQUENCING OF PATIENT AND XENOGRAFTED CELLS, WE EVALUATED THE INTRATUMORAL HETEROGENEITY (N= 54) AND RECONSTRUCTED MUTATIONAL TRAJECTORIES (N = 39) IN PATIENTS SUFFERING FROM MDS (N = 52) AND CHRONIC MYELOMONOCYTIC LEUKEMIA-1 (N = 2). WE IDENTIFIED LINEAR AND ALSO BRANCHING EVOLUTION PATHS AND CONFIRMED ON A PATIENT-SPECIFIC LEVEL THAT SOMATIC MUTATIONS IN EPIGENETIC REGULATORS AND RNA SPLICING GENES FREQUENTLY CONSTITUTE ISOLATED DISEASE-INITIATING EVENTS. USING HIGH-THROUGHPUT EXOME- AND/OR DEEP-SEQUENCING, WE ANALYZED 103 CHRONOLOGICALLY ACQUIRED SAMPLES FROM 22 PATIENTS COVERING A CUMULATIVE OBSERVATION TIME OF 75 YEARS MDS DISEASE PROGRESSION. OUR DATA REVEALED HIGHLY DYNAMIC SHAPING OF COMPLEX OLIGOCLONAL ARCHITECTURES, SPECIFICALLY UPON TREATMENT WITH LENALIDOMIDE AND OTHER DRUGS. DESPITE INITIAL CLINICAL RESPONSE TO TREATMENT, PATIENTS' MARROW PERSISTENTLY REMAINED CLONAL WITH RAPID OUTGROWTH OF FOUNDER-, SUB-, OR EVEN FULLY INDEPENDENT CLONES, INDICATING AN INCREASED DYNAMIC RATE OF CLONAL TURNOVER. THE EMERGENCE AND DISAPPEARANCE OF SPECIFIC CLONES FREQUENTLY CORRELATED WITH CHANGES OF CLINICAL PARAMETERS, HIGHLIGHTING THEIR DISTINCT AND FAR-REACHING FUNCTIONAL PROPERTIES. INTRIGUINGLY, INCREASINGLY COMPLEX MUTATIONAL TRAJECTORIES ARE FREQUENTLY ACCOMPANIED BY CLINICAL PROGRESSION DURING THE COURSE OF DISEASE. THESE DATA SUBSTANTIATE A NEED FOR REGULAR BROAD MOLECULAR MONITORING TO GUIDE CLINICAL TREATMENT DECISIONS IN MDS. 2016 8 4530 32 MULTILAYER INTRACLONAL HETEROGENEITY IN CHRONIC MYELOMONOCYTIC LEUKEMIA. THE FUNCTIONAL DIVERSITY OF CELLS THAT COMPOSE MYELOID MALIGNANCIES, I.E., THE RESPECTIVE ROLES OF GENETIC AND EPIGENETIC HETEROGENEITY IN THIS DIVERSITY, REMAINS POORLY UNDERSTOOD. THIS QUESTION IS ADDRESSED IN CHRONIC MYELOMONOCYTIC LEUKEMIA, A MYELOID NEOPLASM IN WHICH CLINICAL DIVERSITY CONTRASTS WITH LIMITED GENETIC HETEROGENEITY. TO GENERATE INDUCED PLURIPOTENT STEM CELL CLONES, WE REPROGRAMMED CD34(+) CELLS COLLECTED FROM A PATIENT WITH A CHRONIC MYELOMONOCYTIC LEUKEMIA IN WHICH WHOLE EXOME SEQUENCING OF PERIPHERAL BLOOD MONOCYTE DNA HAD IDENTIFIED 12 GENE MUTATIONS, INCLUDING A MUTATION IN KDM6A AND TWO HETEROZYGOUS MUTATIONS IN TET2 IN THE FOUNDING CLONE AND A SECONDARY KRAS(G12D) MUTATION. CD34(+) CELLS FROM AN AGE-MATCHED HEALTHY DONOR WERE ALSO REPROGRAMMED. WE CAPTURED A PART OF THE GENETIC HETEROGENEITY OBSERVED IN THE PATIENT, I.E. WE ANALYZED FIVE CLONES WITH TWO GENETIC BACKGROUNDS, WITHOUT AND WITH THE KRAS(G12D) MUTATION. HEMATOPOIETIC DIFFERENTIATION OF THESE CLONES RECAPITULATED THE MAIN FEATURES OF THE PATIENT'S DISEASE, INCLUDING OVERPRODUCTION OF GRANULOMONOCYTES AND DYSMEGAKARYOPOIESIS. THESE ANALYSES ALSO DISCLOSED SIGNIFICANT DISCREPANCIES IN THE BEHAVIOR OF HEMATOPOIETIC CELLS DERIVED FROM INDUCED PLURIPOTENT STEM CELL CLONES WITH SIMILAR GENETIC BACKGROUND, CORRELATING WITH LIMITED EPIGENETIC CHANGES. THESE ANALYSES SUGGEST THAT, BEYOND THE CODING MUTATIONS, SEVERAL LEVELS OF INTRACLONAL HETEROGENEITY MAY PARTICIPATE IN THE YET UNEXPLAINED CLINICAL HETEROGENEITY OF THE DISEASE. 2020 9 1481 27 DIVERSITY OF GENOME PROFILES IN MALIGNANT LYMPHOMA. CHARACTERISTIC CHROMOSOME TRANSLOCATIONS ARE ASSOCIATED WITH SPECIFIC DISEASE ENTITIES, AND ARE KNOWN TO PLAY A PIVOTAL ROLE IN LYMPHOMA DEVELOPMENT. CHROMOSOME TRANSLOCATION ALONE, HOWEVER, IS NOT SUFFICIENT TO PRODUCE TUMORS. FACTORS INCLUDING THE MICROENVIRONMENT AND EPIGENETIC AND GENETIC ALTERATIONS OTHER THAN CHROMOSOME TRANSLOCATIONS HAVE BEEN SHOWN TO PLAY A ROLE IN LYMPHOMA DEVELOPMENT. FOLLICULAR LYMPHOMA CELLS PROLIFERATE IN CLOSE CONTACT WITH FOLLICULAR DENDRITIC CELLS. MUCOSA-ASSOCIATED LYMPHOID TISSUE (MALT) LYMPHOMA CELLS PROLIFERATE AT THE MARGINAL ZONE AREA OF REACTIVE FOLLICLES WHICH ARE FORMED BY PRECEDING CHRONIC INFLAMMATION. THE IMPORTANCE OF GENETIC ALTERATIONS OTHER THAN CHROMOSOME TRANSLOCATION HAS BEEN RECOGNIZED SINCE THE INTRODUCTION OF ARRAY COMPARATIVE GENOMIC HYBRIDIZATION (ARRAY CGH). VARIATIONS IN THE GENOMIC PROFILE AMONG PATIENTS WITH THE SAME DISEASE ENTITY HAVE BEEN FOUND BY ARRAY CGH ANALYSES. THESE VARIATIONS INDICATE THAT MULTIPLE GENETIC PATHWAYS LEADING TO THE DEVELOPMENT OF LYMPHOMAS MAY EXIST AND HENCE RESULT IN THE VARIABLE CLINICOPATHOLOGICAL FEATURES OBSERVED. 2010 10 70 28 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 11 1507 31 DNA METHYLATION AND INTRA-CLONAL HETEROGENEITY: THE CHRONIC MYELOID LEUKEMIA MODEL. CHRONIC MYELOID LEUKEMIA (CML) IS A MODEL TO INVESTIGATE THE IMPACT OF TUMOR INTRA-CLONAL HETEROGENEITY IN PERSONALIZED MEDICINE. INDEED, TYROSINE KINASE INHIBITORS (TKIS) TARGET THE BCR-ABL FUSION PROTEIN, WHICH IS CONSIDERED THE MAJOR CML DRIVER. TKI USE HAS HIGHLIGHTED THE EXISTENCE OF INTRA-CLONAL HETEROGENEITY, AS INDICATED BY THE PERSISTENCE OF A MINORITY SUBCLONE FOR SEVERAL YEARS DESPITE THE PRESENCE OF THE TARGET FUSION PROTEIN IN ALL CELLS. EPIGENETIC MODIFICATIONS COULD PARTLY EXPLAIN THIS HETEROGENEITY. THIS REVIEW SUMMARIZES THE RESULTS OF DNA METHYLATION STUDIES IN CML. NEXT-GENERATION SEQUENCING TECHNOLOGIES ALLOWED FOR MOVING FROM SINGLE-GENE TO GENOME-WIDE ANALYSES SHOWING THAT METHYLATION ABNORMALITIES ARE MUCH MORE WIDESPREAD IN CML CELLS. THESE DATA SHOWED THAT GLOBAL HYPOMETHYLATION IS ASSOCIATED WITH HYPERMETHYLATION OF SPECIFIC SITES ALREADY AT DIAGNOSIS IN THE EARLY PHASE OF CML. THE BCR-ABL-INDEPENDENCE OF SOME METHYLATION PROFILE ALTERATIONS AND THE RECENT DEMONSTRATION OF THE INITIAL INTRA-CLONAL DNA METHYLATION HETEROGENEITY SUGGESTS THAT SOME DNA METHYLATION ALTERATIONS MAY BE BIOMARKERS OF TKI SENSITIVITY/RESISTANCE AND OF DISEASE PROGRESSION RISK. THESE RESULTS ALSO OPEN PERSPECTIVES FOR UNDERSTANDING THE EPIGENETIC/GENETIC BACKGROUND OF CML PREDISPOSITION AND FOR DEVELOPING NEW THERAPEUTIC STRATEGIES. 2021 12 938 36 CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) RISK IS MEDIATED BY MULTIPLE ENHANCER VARIANTS WITHIN CLL RISK LOCI. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS THE MOST COMMON ADULT LEUKEMIA IN WESTERN COUNTRIES. IT HAS A STRONG GENETIC BASIS, SHOWING A ~ 8-FOLD INCREASED RISK OF CLL IN FIRST-DEGREE RELATIVES. GENOME-WIDE ASSOCIATION STUDIES (GWAS) HAVE IDENTIFIED 41 RISK VARIANTS ACROSS 41 LOCI. HOWEVER, FOR A MAJORITY OF THE LOCI, THE FUNCTIONAL VARIANTS AND THE MECHANISMS UNDERLYING THEIR CAUSAL ROLES REMAIN UNDEFINED. HERE, WE EXAMINED THE GENETIC AND EPIGENETIC FEATURES ASSOCIATED WITH 12 INDEX VARIANTS, ALONG WITH ANY CORRELATED (R2 >/= 0.5) VARIANTS, AT THE CLL RISK LOCI LOCATED OUTSIDE OF GENE PROMOTERS. BASED ON PUBLICLY AVAILABLE CHIP-SEQ AND CHROMATIN ACCESSIBILITY DATA AS WELL AS OUR OWN CHIP-SEQ DATA FROM CLL PATIENTS, WE IDENTIFIED SIX CANDIDATE FUNCTIONAL VARIANTS AT SIX LOCI AND AT LEAST TWO CANDIDATE FUNCTIONAL VARIANTS AT EACH OF THE REMAINING SIX LOCI. THE FUNCTIONAL VARIANTS ARE PREDOMINANTLY LOCATED WITHIN ENHANCERS OR SUPER-ENHANCERS, INCLUDING BI-DIRECTIONALLY TRANSCRIBED ENHANCERS, WHICH ARE OFTEN RESTRICTED TO IMMUNE CELL TYPES. FURTHERMORE, WE FOUND THAT, AT 78% OF THE FUNCTIONAL VARIANTS, THE ALTERNATIVE ALLELES ALTERED THE TRANSCRIPTION FACTOR BINDING MOTIFS OR HISTONE MODIFICATIONS, INDICATING THE INVOLVEMENT OF THESE VARIANTS IN THE CHANGE OF LOCAL CHROMATIN STATE. FINALLY, THE ENHANCERS CARRYING FUNCTIONAL VARIANTS PHYSICALLY INTERACTED WITH GENES ENRICHED IN THE TYPE I INTERFERON SIGNALING PATHWAY, APOPTOSIS, OR TP53 NETWORK THAT ARE KNOWN TO PLAY KEY ROLES IN CLL. THESE RESULTS SUPPORT THE REGULATORY ROLES FOR INHERITED NONCODING VARIANTS IN THE PATHOGENESIS OF CLL. 2020 13 606 35 BEYOND GENETICS--THE EMERGING ROLE OF EPIGENETIC CHANGES IN HEMATOPOIETIC MALIGNANCIES. THE TERM EPIGENETIC REFERS TO A HERITABLE CHANGE IN GENE EXPRESSION THAT IS MEDIATED BY MECHANISMS OTHER THAN ALTERATIONS IN THE PRIMARY NUCLEOTIDE SEQUENCE. DNA METHYLATION AT CYTOSINE BASES THAT ARE LOCATED 5' TO GUANOSINE WITHIN A CPG DINUCLEOTIDE IS THE MAIN EPIGENETIC MODIFICATION IN HUMANS. PATTERNS OF DNA METHYLATION ARE PROFOUNDLY DERANGED IN HUMAN CANCER AND COMPRISE GENOME-WIDE LOSSES AS WELL AS REGIONAL GAINS IN DNA METHYLATION. HYPERMETHYLATION OF CPG ISLANDS WITHIN GENE PROMOTER REGIONS IS ASSOCIATED WITH TRANSCRIPTIONAL INACTIVATION AND REPRESENTS, IN ADDITION TO GENETIC ABERRATIONS, AN IMPORTANT MECHANISM OF GENE SILENCING IN THE PATHOGENESIS OF HEMATOPOIETIC MALIGNANCIES. THIS EPIGENETIC PHENOMENON ACTS AS AN ALTERNATIVE TO MUTATIONS AND DELETIONS TO DISRUPT TUMOR SUPPRESSOR GENE FUNCTION. A LARGE NUMBER OF GENES INVOLVING FUNDAMENTAL CELLULAR PATHWAYS MAY BE AFFECTED IN VIRTUALLY ALL TYPES OF HUMAN CANCER BY ABERRANT CPG ISLAND METHYLATION IN ASSOCIATION WITH TRANSCRIPTIONAL SILENCING. ALTERED METHYLATION PATTERNS CAN BE USED AS BIOMARKERS FOR CANCER DETECTION, ASSESSMENT OF PROGNOSIS, AND PREDICTION OF RESPONSE TO ANTITUMOR TREATMENT. FURTHERMORE, CLINICAL TRIALS USING EPIGENETICALLY TARGETED THERAPIES HAVE YIELDED PROMISING RESULTS FOR ACUTE AND CHRONIC LEUKEMIAS AS WELL AS FOR MYELODYSPLASTIC SYNDROMES. THE EXPLORATION OF OUR GROWING KNOWLEDGE ABOUT EPIGENETIC ABERRATIONS MAY HELP DEVELOP NOVEL STRATEGIES FOR THE DIAGNOSIS AND TREATMENT OF HEMATOPOIETIC MALIGNANCIES IN THE FUTURE. 2004 14 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 15 5687 34 SIGNIFICANCE OF INACTIVATED GENES IN LEUKEMIA: PATHOGENESIS AND PROGNOSIS. EPIGENETIC AND GENETIC ALTERATIONS ARE TWO MECHANISMS PARTICIPATING IN LEUKEMIA, WHICH CAN INACTIVATE GENES INVOLVED IN LEUKEMIA PATHOGENESIS OR PROGRESSION. THE PURPOSE OF THIS REVIEW WAS TO INTRODUCE VARIOUS INACTIVATED GENES AND EVALUATE THEIR POSSIBLE ROLE IN LEUKEMIA PATHOGENESIS AND PROGNOSIS. BY SEARCHING THE MESH WORDS "GENE, SILENCING AND LEUKEMIA" IN PUBMED WEBSITE, RELEVANT ENGLISH ARTICLES DEALT WITH HUMAN SUBJECTS AS OF 2000 WERE INCLUDED IN THIS STUDY. GENE INACTIVATION IN LEUKEMIA IS LARGELY MEDIATED BY PROMOTER'S HYPERMETHYLATION OF GENE INVOLVING IN CELLULAR FUNCTIONS SUCH AS CELL CYCLE, APOPTOSIS, AND GENE TRANSCRIPTION. INACTIVATED GENES, SUCH AS ASPP1, TP53, IKZF1 AND P15, MAY CORRELATE WITH POOR PROGNOSIS IN ACUTE LYMPHOID LEUKEMIA (ALL), CHRONIC LYMPHOID LEUKEMIA (CLL), CHRONIC MYELOGENOUS LEUKEMIA (CML) AND ACUTE MYELOID LEUKEMIA (AML), RESPECTIVELY. GENE INACTIVATION MAY PLAY A CONSIDERABLE ROLE IN LEUKEMIA PATHOGENESIS AND PROGNOSIS, WHICH CAN BE CONSIDERED AS COMPLEMENTARY DIAGNOSTIC TESTS TO DIFFERENTIATE DIFFERENT LEUKEMIA TYPES, DETERMINE LEUKEMIA PROGNOSIS, AND ALSO DETECT RESPONSE TO THERAPY. IN GENERAL, THIS REVIEW SHOWED SOME GENES INACTIVATED ONLY IN LEUKEMIA (WITH DIFFERENCES BETWEEN B-ALL, T-ALL, CLL, AML AND CML). THESE DIFFERENCES COULD BE OF INTEREST AS AN ADDITIONAL TOOL TO BETTER CATEGORIZE LEUKEMIA TYPES. FURTHERMORE; BASED ON INACTIVATED GENES, A DIVERSE CLASSIFICATION OF LEUKEMIAS COULD REPRESENT A POWERFUL METHOD TO ADDRESS A TARGETED THERAPY OF THE PATIENTS, IN ORDER TO MINIMIZE SIDE EFFECTS OF CONVENTIONAL THERAPIES AND TO ENHANCE NEW DRUG STRATEGIES. 2017 16 1967 38 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 17 1307 36 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 18 3309 37 HIGHER GENE EXPRESSION VARIABILITY IN THE MORE AGGRESSIVE SUBTYPE OF CHRONIC LYMPHOCYTIC LEUKEMIA. BACKGROUND: CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) PRESENTS TWO SUBTYPES WHICH HAVE DRASTICALLY DIFFERENT CLINICAL OUTCOMES, IGVH MUTATED (M-CLL) AND IGVH UNMUTATED (U-CLL). SO FAR, THESE TWO SUBTYPES ARE NOT ASSOCIATED TO CLEAR DIFFERENCES IN GENE EXPRESSION PROFILES. INTERESTINGLY, RECENT RESULTS HAVE HIGHLIGHTED IMPORTANT ROLES FOR HETEROGENEITY, BOTH AT THE GENETIC AND AT THE EPIGENETIC LEVEL IN CLL PROGRESSION. METHODS: WE ANALYZED GENE EXPRESSION DATA OF TWO LARGE COHORTS OF CLL PATIENTS AND QUANTIFIED EXPRESSION VARIABILITY ACROSS INDIVIDUALS TO INVESTIGATE DIFFERENCES BETWEEN THE TWO SUBTYPES USING DIFFERENT MEASURES AND STATISTICAL TESTS. FUNCTIONAL SIGNIFICANCE WAS EXPLORED BY PATHWAY ENRICHMENT AND NETWORK ANALYSES. FURTHERMORE, WE IMPLEMENTED A RANDOM FOREST APPROACH BASED ON EXPRESSION VARIABILITY TO CLASSIFY PATIENTS INTO DISEASE SUBTYPES. RESULTS: WE FOUND THAT U-CLL, THE MORE AGGRESSIVE TYPE OF THE DISEASE, SHOWS SIGNIFICANTLY INCREASED VARIABILITY OF GENE EXPRESSION ACROSS PATIENTS AND THAT, OVERALL, GENES THAT SHOW HIGHER VARIABILITY IN THE AGGRESSIVE SUBTYPE ARE RELATED TO CELL CYCLE, DEVELOPMENT AND INTER-CELLULAR COMMUNICATION. THESE FUNCTIONS INDICATE A POTENTIAL RELATION BETWEEN GENE EXPRESSION VARIABILITY AND THE FASTER PROGRESSION OF THIS CLL SUBTYPE. FINALLY, A CLASSIFIER BASED ON GENE EXPRESSION VARIABILITY WAS ABLE TO CORRECTLY PREDICT THE DISEASE SUBTYPE OF CLL PATIENTS. CONCLUSIONS: THERE ARE STRONG RELATIONS BETWEEN GENE EXPRESSION VARIABILITY AND DISEASE SUBTYPE LINKING SIGNIFICANTLY INCREASED EXPRESSION VARIABILITY TO PHENOTYPES SUCH AS AGGRESSIVENESS AND RESISTANCE TO THERAPY IN CLL. 2015 19 287 32 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 20 1583 32 DNA METHYLATION PROFILES OF BLOOD CELLS ARE DISTINCT BETWEEN EARLY-ONSET OBESE AND CONTROL INDIVIDUALS. OBESITY IS A HIGHLY PREVALENT, CHRONIC DISORDER THAT HAS BEEN INCREASING IN INCIDENCE IN YOUNG PATIENTS. BOTH EPIGENETIC AND GENETIC ABERRATIONS MAY PLAY A ROLE IN THE PATHOGENESIS OF OBESITY. THEREFORE, IN-DEPTH EPIGENOMIC AND GENOMIC ANALYSES WILL ADVANCE OUR UNDERSTANDING OF THE DETAILED MOLECULAR MECHANISMS UNDERLYING OBESITY AND AID IN THE SELECTION OF POTENTIAL BIOMARKERS FOR OBESITY IN YOUTH. HERE, WE PERFORMED MICROARRAY-BASED DNA METHYLATION AND GENE EXPRESSION PROFILING OF PERIPHERAL WHITE BLOOD CELLS OBTAINED FROM SIX YOUNG, OBESE INDIVIDUALS AND SIX HEALTHY CONTROLS. WE OBSERVED THAT THE HIERARCHICAL CLUSTERING OF DNA METHYLATION, BUT NOT GENE EXPRESSION, CLEARLY SEGREGATES THE OBESE INDIVIDUALS FROM THE CONTROLS, SUGGESTING THAT THE METABOLIC DISTURBANCE THAT OCCURS AS A RESULT OF OBESITY AT A YOUNG AGE MAY AFFECT THE DNA METHYLATION OF PERIPHERAL BLOOD CELLS WITHOUT ACCOMPANYING TRANSCRIPTIONAL CHANGES. TO EXAMINE THE GENOME-WIDE DIFFERENCES IN THE DNA METHYLATION PROFILES OF YOUNG OBESE AND CONTROL INDIVIDUALS, WE IDENTIFIED DIFFERENTIALLY METHYLATED CPG SITES AND INVESTIGATED THEIR GENOMIC AND EPIGENOMIC CONTEXTS. THE ABERRANT DNA METHYLATION PATTERNS IN OBESE INDIVIDUALS CAN BE SUMMARIZED AS RELATIVE GAINS AND LOSSES OF DNA METHYLATION IN GENE PROMOTERS AND GENE BODIES, RESPECTIVELY. WE ALSO OBSERVED THAT THE CPG ISLANDS OF OBESE INDIVIDUALS ARE MORE SUSCEPTIBLE TO DNA METHYLATION COMPARED TO CONTROLS. OUR PILOT STUDY SUGGESTS THAT THE GENOME-WIDE ABERRANT DNA METHYLATION PATTERNS OF OBESE INDIVIDUALS MAY ADVANCE NOT ONLY OUR UNDERSTANDING OF THE EPIGENOMIC PATHOGENESIS BUT ALSO EARLY SCREENING OF OBESITY IN YOUTH. 2017