1 2619 118 EPIGENOME-WIDE ANALYSIS REVEALS FUNCTIONAL MODULATORS OF DRUG SENSITIVITY AND POST-TREATMENT SURVIVAL IN CHRONIC LYMPHOCYTIC LEUKAEMIA. BACKGROUND: CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) PATIENTS DISPLAY A HIGHLY VARIABLE CLINICAL COURSE, WITH PROGRESSIVE ACQUISITION OF DRUG RESISTANCE. WE SOUGHT TO IDENTIFY ABERRANT EPIGENETIC TRAITS THAT ARE ENRICHED FOLLOWING EXPOSURE TO TREATMENT THAT COULD IMPACT PATIENT RESPONSE TO THERAPY. METHODS: EPIGENOME-WIDE ANALYSIS OF DNA METHYLATION WAS PERFORMED FOR 20 PATIENTS AT TWO TIMEPOINTS DURING TREATMENT. THE PROGNOSTIC SIGNIFICANCE OF DIFFERENTIALLY METHYLATED REGIONS (DMRS) WAS ASSESSED IN INDEPENDENT COHORTS OF 139 AND 163 PATIENTS. THEIR FUNCTIONAL ROLE IN DRUG SENSITIVITY WAS ASSESSED IN VITRO. RESULTS: WE IDENTIFIED 490 DMRS FOLLOWING EXPOSURE TO THERAPY, OF WHICH 31 WERE CLL-SPECIFIC AND INDEPENDENT OF CHANGES OCCURRING IN NORMAL B-CELL DEVELOPMENT. SEVENTEEN DMR-ASSOCIATED GENES WERE IDENTIFIED AS DIFFERENTIALLY EXPRESSED FOLLOWING TREATMENT IN AN INDEPENDENT COHORT. METHYLATION OF THE HOXA4, MAFB AND SLCO3A1 DMRS WAS ASSOCIATED WITH POST-TREATMENT PATIENT SURVIVAL, WITH HOXA4 DISPLAYING THE STRONGEST ASSOCIATION. RE-EXPRESSION OF HOXA4 IN CELL LINES AND PRIMARY CLL CELLS SIGNIFICANTLY INCREASED APOPTOSIS IN RESPONSE TO TREATMENT WITH FLUDARABINE, IBRUTINIB AND IDELALISIB. CONCLUSION: OUR STUDY DEMONSTRATES ENRICHMENT FOR MULTIPLE CLL-SPECIFIC EPIGENETIC TRAITS IN RESPONSE TO CHEMOTHERAPY THAT PREDICT PATIENT OUTCOMES, AND PARTICULARLY IMPLICATE EPIGENETIC SILENCING OF HOXA4 IN REDUCING THE SENSITIVITY OF CLL CELLS TO THERAPY. 2021 2 59 35 A GENOME-WIDE SCREEN IDENTIFIES FREQUENTLY METHYLATED GENES IN HAEMATOLOGICAL AND EPITHELIAL CANCERS. BACKGROUND: GENETIC AS WELL AS EPIGENETIC ALTERATIONS ARE A HALLMARK OF BOTH EPITHELIAL AND HAEMATOLOGICAL MALIGNANCIES. HIGH THROUGHPUT SCREENS ARE REQUIRED TO IDENTIFY EPIGENETIC MARKERS THAT CAN BE USEFUL FOR DIAGNOSTIC AND PROGNOSTIC PURPOSES ACROSS MALIGNANCIES. RESULTS: HERE WE REPORT FOR THE FIRST TIME THE USE OF THE MIRA ASSAY (METHYLATED CPG ISLAND RECOVERY ASSAY) IN COMBINATION WITH GENOME-WIDE CPG ISLAND ARRAYS TO IDENTIFY EPIGENETIC MOLECULAR MARKERS IN CHILDHOOD ACUTE LYMPHOBLASTIC LEUKEMIA (ALL) ON A GENOME-WIDE SCALE. WE IDENTIFIED 30 GENES DEMONSTRATING METHYLATION FREQUENCIES OF > OR =25% IN CHILDHOOD ALL, NINE GENES SHOWED SIGNIFICANTLY DIFFERENT METHYLATION FREQUENCIES IN B VS T-ALL. FOR MAJORITY OF THE GENES EXPRESSION COULD BE RESTORED IN METHYLATED LEUKEMIA LINES AFTER TREATMENT WITH 5-AZADC. FORTY-FOUR PERCENT OF THE GENES REPRESENT TARGETS OF THE POLYCOMB COMPLEX. IN CHRONIC MYELOID LEUKEMIA (CML) TWO OF THE GENES, (TFAP2A AND EBF2), DEMONSTRATED INCREASED METHYLATION IN BLAST CRISIS COMPARED TO CHRONIC PHASE (P < 0.05). FURTHERMORE HYPERMETHYLATION OF AN AUTOPHAGY RELATED GENE ATG16L2 WAS ASSOCIATED WITH POORER PROGNOSIS IN TERMS OF MOLECULAR RESPONSE TO IMATINIB TREATMENT. LASTLY WE DEMONSTRATED THAT TEN OF THESE GENES WERE ALSO FREQUENTLY METHYLATED IN COMMON EPITHELIAL CANCERS. CONCLUSION: IN SUMMARY WE HAVE IDENTIFIED A LARGE NUMBER OF GENES SHOWING FREQUENT METHYLATION IN CHILDHOOD ALL, METHYLATION STATUS OF TWO OF THESE GENES IS ASSOCIATED WITH ADVANCED DISEASE IN CML AND METHYLATION STATUS OF ANOTHER GENE IS ASSOCIATED WITH PROGNOSIS. IN ADDITION A SUBSET OF THESE GENES MAY ACT AS EPIGENETIC MARKERS ACROSS HEMATOLOGICAL MALIGNANCIES AS WELL AS COMMON EPITHELIAL CANCERS. 2010 3 1473 35 DISTINCT PATTERNS OF GLOBAL PROMOTER METHYLATION IN EARLY STAGE CHRONIC LYMPHOCYTIC LEUKEMIA. GENOMIC AND EPIGENOMIC STUDIES OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) ARE RESHAPING OUR UNDERSTANDING OF THE DISEASE AND HAVE PROVIDED NEW PERSPECTIVES FOR A MORE INDIVIDUALIZED DIAGNOSIS AND NEW POTENTIAL THERAPEUTIC TARGETS. IN THIS STUDY, THE GLOBAL PROMOTER METHYLATION PROFILE WAS DETERMINED IN HIGHLY PURIFIED B-CELLS FROM 37 (BINET STAGE A) CLL PATIENTS, USING HIGH-RESOLUTION METHYLATION MICROARRAYS (27,578 CPG). OVERALL, THE METHYLATION PATTERN CORRELATED WITH THE MAJOR BIOLOGICAL (ZAP-70 AND CD38), AND MOLECULAR (IGHV MUTATION) MARKERS, DISTINGUISHING CLL CASES ACCORDING TO IGHV MUTATIONAL STATUS. CELL ADHESION MOLECULES WERE ENRICHED IN THE SIGNATURE OF UNMUTATED (UM) VERSUS MUTATED (M-) CLL. MOREOVER, IN M-CLL CPG HYPER-METHYLATION IN THREE GENES, INCLUDING SPG20, WAS SIGNIFICANTLY ANTI-CORRELATED WITH THE CORRESPONDING GENE EXPRESSION LEVEL. FINALLY, THE CORRELATION BETWEEN THE METHYLATION PATTERN AND CLINICAL PARAMETERS WAS INVESTIGATED. NOTABLY, OUT OF 42 METHYL-PROBES THAT WERE SIGNIFICANTLY ASSOCIATED WITH PROGRESSION FREE SURVIVAL (PFS), HYPER-METHYLATION OF SPG20 WAS ALSO POSITIVELY ASSOCIATED WITH PFS. THESE DATA SUPPORT THE NOTION THAT EPIGENETIC CHANGES HAVE CLINICAL IMPACT IN CLL AND MAY CONTRIBUTE TO THE IDENTIFICATION OF NOVEL CANDIDATE DISEASE-ASSOCIATED GENES POTENTIALLY USEFUL TO PREDICT THE CLINICAL OUTCOME OF EARLY STAGE CLL PATIENTS. 2014 4 1561 34 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 5 3896 33 LARGE-SCALE ANALYSIS OF DNA METHYLATION IN CHRONIC LYMPHOCYTIC LEUKEMIA. AIMS: B-CELL CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS A HETEROGENEOUS MALIGNANCY THAT CLINICALLY RANGES FROM INDOLENT TO RAPIDLY PROGRESSIVE. CLL, LIKE OTHER CANCERS, CAN BE AFFECTED BY EPIGENETIC ALTERATIONS. MATERIALS & METHODS: A MICROARRAY DISCOVERY-BASED STUDY WAS INITIATED TO DETERMINE DNA METHYLATION IN CLL CASES WITH A RANGE OF CD38 EXPRESSION (1-92%). RESULTS: MANY LOCI WERE EITHER METHYLATED OR UNMETHYLATED ACROSS ALL CD38 LEVELS, BUT DIFFERENTIAL METHYLATION WAS ALSO OBSERVED FOR SOME GENES. GENOMIC SEQUENCING OF DLEU7 CONFIRMED EXTENSIVE CYTOSINE METHYLATION PREFERENTIALLY IN PATIENT SAMPLES WITH LOW CD38 EXPRESSION, WHEREAS NRP2, SFRP2 AND ADAM12 WERE MORE COMMONLY METHYLATED IN THOSE WITH HIGH CD38 EXPRESSION. CONCLUSION: THIS STUDY DEMONSTRATES THAT CLL IS AFFECTED BY CPG ISLAND METHYLATION IN SOME GENES THAT SEGREGATE WITH CD38 EXPRESSION LEVELS, WHILE MOST OTHERS SHOW SIMILAR METHYLATION PATTERNS ACROSS ALL LEVELS. THE CPG ISLAND METHYLATION IN CERTAIN FUNCTIONAL GENE GROUPS AND PATHWAY-ASSOCIATED GENES THAT ARE KNOWN TO BE DEREGULATED IN CLL PROVIDES ADDITIONAL INSIGHTS INTO THE CLL METHYLOME AND EPIGENETIC CONTRIBUTION TO CELLULAR DYSFUNCTION. IT WILL NOW BE USEFUL TO INVESTIGATE THE EFFECTIVENESS OF EPIGENETIC THERAPEUTIC REVERSAL OF THESE ALTERATIONS TO DEVELOP EFFECTIVE TREATMENTS FOR THE DISEASE. 2009 6 2966 34 GENETIC AND EPIGENETIC PROFILING OF CLL DISEASE PROGRESSION REVEALS LIMITED SOMATIC EVOLUTION AND SUGGESTS A RELATIONSHIP TO MEMORY-CELL DEVELOPMENT. WE EXAMINED GENETIC AND EPIGENETIC CHANGES THAT OCCUR DURING DISEASE PROGRESSION FROM INDOLENT TO AGGRESSIVE FORMS OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) USING SERIAL SAMPLES FROM 27 PATIENTS. ANALYSIS OF DNA MUTATIONS GROUPED THE LEUKEMIA CASES INTO THREE CATEGORIES: EVOLVING (26%), EXPANDING (26%) AND STATIC (47%). THUS, APPROXIMATELY THREE-QUARTERS OF THE CLL CASES HAD LITTLE TO NO GENETIC SUBCLONAL EVOLUTION. HOWEVER, WE IDENTIFIED SIGNIFICANT RECURRENT DNA METHYLATION CHANGES DURING PROGRESSION AT 4752 CPGS ENRICHED FOR REGIONS NEAR POLYCOMB 2 REPRESSIVE COMPLEX (PRC2) TARGETS. PROGRESSION-ASSOCIATED CPGS NEAR THE PRC2 TARGETS UNDERGO METHYLATION CHANGES IN THE SAME DIRECTION DURING DISEASE PROGRESSION AS DURING NORMAL DEVELOPMENT FROM NAIVE TO MEMORY B CELLS. OUR STUDY SHOWS THAT CLL PROGRESSION DOES NOT TYPICALLY OCCUR VIA SUBCLONAL EVOLUTION, BUT THAT CERTAIN CPG SITES UNDERGO RECURRENT METHYLATION CHANGES. OUR RESULTS SUGGEST CLL PROGRESSION MAY INVOLVE DEVELOPMENTAL PROCESSES SHARED IN COMMON WITH THE GENERATION OF NORMAL MEMORY B CELLS. 2015 7 5210 34 PRENEOPLASTIC ALTERATIONS DEFINE CLL DNA METHYLOME AND PERSIST THROUGH DISEASE PROGRESSION AND THERAPY. MOST HUMAN CANCERS CONVERGE TO A DEREGULATED METHYLOME WITH REDUCED GLOBAL LEVELS AND ELEVATED METHYLATION AT SELECT CPG ISLANDS. TO INVESTIGATE THE EMERGENCE AND DYNAMICS OF THE CANCER METHYLOME, WE CHARACTERIZED GENOME-WIDE DNA METHYLATION IN PRE-NEOPLASTIC MONOCLONAL B CELL LYMPHOCYTOSIS (MBL) AND CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), INCLUDING SERIAL SAMPLES COLLECTED ACROSS DISEASE COURSE. WE DETECTED THE ABERRANT TUMOR-ASSOCIATED METHYLATION LANDSCAPE AT CLL DIAGNOSIS AND FOUND NO SIGNIFICANTLY DIFFERENTIALLY METHYLATED REGIONS IN THE HIGH-COUNT MBL-TO-CLL TRANSITION. PATIENT METHYLOMES SHOWED REMARKABLE STABILITY WITH NATURAL DISEASE AND POST-THERAPY PROGRESSION. SINGLE CLL CELLS WERE CONSISTENTLY ABERRANTLY METHYLATED, INDICATING A HOMOGENEOUS TRANSITION TO THE ALTERED EPIGENETIC STATE, AND A DISTINCT EXPRESSION PROFILE TOGETHER WITH MBL CELLS COMPARED TO NORMAL B CELLS. OUR LONGITUDINAL ANALYSIS REVEALS THE CANCER METHYLOME TO EMERGE EARLY, WHICH MAY PROVIDE A PLATFORM FOR SUBSEQUENT GENETICALLY-DRIVEN GROWTH DYNAMICS AND TOGETHER WITH ITS PERSISTENT PRESENCE SUGGESTS A CENTRAL ROLE IN THE NORMAL-TO-CANCER TRANSITION. 2021 8 1424 30 DIFFERENTIAL DNA METHYLATION OF GENE PROMOTERS IN SMALL B-CELL LYMPHOMAS. IMPROVED CARE OF PATIENTS WITH SMALL B-CELL LYMPHOMAS (SBCLS) IS LIKELY TO RESULT FROM THE ONGOING DISCOVERY OF MOLECULAR MARKERS THAT BETTER DEFINE THESE MALIGNANT NEOPLASMS. WE IDENTIFIED MULTIPLE GENE LOCI WHOSE DNA METHYLATION PATTERNS DIFFERED BETWEEN 3 TYPES OF SBCL: B-CELL CHRONIC LYMPHOCYTIC LEUKEMIA/SMALL LYMPHOCYTIC LYMPHOMA, MANTLE CELL LYMPHOMA, AND GRADES I AND II FOLLICULAR LYMPHOMA. THIS ANALYSIS WAS PERFORMED USING AN OLIGONUCLEOTIDE MICROARRAY THAT ALLOWED DETERMINATION OF THE DNA METHYLATION STATUS OF 156 LOCI IN 38 GENES. COMBINED BISULFITE RESTRICTION ANALYSIS AND METHYLATION-SPECIFIC POLYMERASE CHAIN REACTION WERE USED TO VALIDATE THE DIFFERENTIAL METHYLATION OF 6 OF THESE GENES. BY USING NON-HODGKIN LYMPHOMA CELL LINES AS MODELS, THESE GENES WERE EXAMINED FURTHER FOR METHYLATION AND GENE EXPRESSION RELATIONSHIPS. THIS STUDY ILLUSTRATES NONRANDOM EPIGENETIC ALTERATIONS IN SBCLS THAT SEEM TO PREFERENTIALLY INVOLVE LYMPHOMAS OF GERMINAL CENTER DERIVATION. 2005 9 3062 35 GENOME-WIDE DNA METHYLATION ANALYSIS REVEALS NOVEL EPIGENETIC CHANGES IN CHRONIC LYMPHOCYTIC LEUKEMIA. WE CONDUCTED A GENOME-WIDE DNA METHYLATION ANALYSIS IN CD19 (+) B-CELLS FROM CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) PATIENTS AND NORMAL CONTROL SAMPLES USING REDUCED REPRESENTATION BISULFITE SEQUENCING (RRBS). THE METHYLATION STATUS OF 1.8-2.3 MILLION CPGS IN THE CLL GENOME WAS DETERMINED; ABOUT 45% OF THESE CPGS WERE LOCATED IN MORE THAN 23,000 CPG ISLANDS (CGIS). WHILE GLOBAL CPG METHYLATION WAS SIMILAR BETWEEN CLL AND NORMAL B-CELLS, 1764 GENE PROMOTERS WERE IDENTIFIED AS BEING DIFFERENTIALLY METHYLATED IN AT LEAST ONE CLL SAMPLE WHEN COMPARED WITH NORMAL B-CELL SAMPLES. NINETEEN PERCENT OF THE DIFFERENTIALLY METHYLATED GENES WERE INVOLVED IN TRANSCRIPTIONAL REGULATION. ABERRANT HYPERMETHYLATION WAS FOUND IN ALL HOX GENE CLUSTERS AND A SIGNIFICANT NUMBER OF WNT SIGNALING PATHWAY GENES. HYPOMETHYLATION OCCURRED MORE FREQUENTLY IN THE GENE BODY INCLUDING INTRONS, EXONS, AND 3'-UTRS IN CLL. THE NFATC1 P2 PROMOTER AND FIRST INTRON WAS FOUND TO BE HYPOMETHYLATED AND CORRELATED WITH UPREGULATION OF BOTH NFATC1 RNA AND PROTEIN EXPRESSION LEVELS IN CLL SUGGESTING THAT AN EPIGENETIC MECHANISM IS INVOLVED IN THE CONSTITUTIVE ACTIVATION OF NFAT ACTIVITY IN CLL CELLS. THIS COMPREHENSIVE DNA METHYLATION ANALYSIS WILL FURTHER OUR UNDERSTANDING OF THE EPIGENETIC CONTRIBUTION TO CELLULAR DYSFUNCTION IN CLL. 2012 10 3588 36 IMPACT OF TP53 GENE PROMOTER METHYLATION ON CHRONIC LYMPHOCYTIC LEUKEMIA PATHOGENESIS AND PROGRESSION. BACKGROUND: CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS A MALIGNANT LYMPHOID DISORDER THAT RESULTS FROM THE OVERGROWTH OF MATURE-LOOKING LYMPHOID CELLS IN THE BLOOD AND LYMPHATIC TISSUE. VARIOUS CLINICAL PRESENTATIONS HAVE BEEN ATTRIBUTED TO THE DISEASE AS A RESULT OF THE DIFFERENT UNDERLYING GENETIC AND EPIGENETIC ALTERATIONS. THE CURRENT STUDY HAS BEEN INITIATED TO STUDY THE ROLE OF AN EPIGENETIC ALTERATION AFFECTING THE PROMOTER OF THE TP53GENE ON CLL PATHOGENESIS AND PROGRESSION. METHODS: THE CURRENT STUDY INVOLVED 54 NEWLY DIAGNOSED PATIENTS PRESENTING WITH CLL AS WELL AS 30 NORMAL INDIVIDUALS AS CONTROLS. AFTER OBTAINING VERBAL CONSENT, DATA COLLECTION WAS DONE AND THE BLOOD COLLECTED FROM ALL ENROLLED INDIVIDUALS FOR HEMATOLOGICAL INVESTIGATIONS AS WELL AS FOR MOLECULAR CATEGORIZATION OF TP53 METHYLATION STATUS. METHYLATION-SPECIFIC POLYMERASE CHAIN REACTION (MS-PCR) TECHNIQUE WAS USED TO DEFINE THE METHYLATION STATUS OF THE TP53 GENE PROMOTER THAT ENCOMPASSES DNA EXTRACTION, BISULFITE CONVERSION, CONVENTIONAL PCR AMPLIFICATION, RUNNING ON AGAROSE GEL AND DOCUMENTATION. FINALLY, STATISTICAL ANALYSIS WAS DONE TO ASSESS ANY CORRELATION OF THE TP53 EPIGENETIC ALTERATION TO THE DISEASE ETIOLOGY AND THE PROGRESSION. RESULTS: IN THE CURRENT STUDY, ALL CONTROLS AND 42 OF 54 PATIENTS SHOW UNMETHYLATED TP53 GENE PROMOTER; ON THE OTHER HAND, THE METHYLATED PROMOTER WAS DETECTED AMONG 12 PATIENTS WITH A P-VALUE OF 0.001. TP53 GENE PROMOTER METHYLATION SIGNIFICANTLY LINKED TO REDUCED PLATELET COUNT (P-VALUE OF 0.047) AND ADVANCED STAGE AT PRESENTATION (P-VALUE OF 0.076). NO SIGNIFICANT DIFFERENCES WERE SEEN AMONG BOTH METHYLATED AND UNMETHYLATED TP53 PROMOTERS IN RELATION TO THE AGE OF THE AFFECTED INDIVIDUALS, TOTAL WHITE BLOOD CELL COUNTS AND HEMOGLOBIN LEVEL OF THE AFFECTED INDIVIDUALS. CONCLUSION: THE CURRENT STUDY REVEALED A SIGNIFICANT CORRELATION OF TP53 GENE PROMOTER METHYLATION TO CHRONIC LYMPHOCYTIC LEUKEMIA PATHOGENESIS AND LOWER PLATELET COUNTS. 2019 11 3740 35 INSIGHT INTO GENETIC PREDISPOSITION TO CHRONIC LYMPHOCYTIC LEUKEMIA FROM INTEGRATIVE EPIGENOMICS. GENOME-WIDE ASSOCIATION STUDIES HAVE PROVIDED EVIDENCE FOR INHERITED GENETIC PREDISPOSITION TO CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). TO GAIN INSIGHT INTO THE MECHANISMS UNDERLYING CLL RISK WE ANALYZE CHROMATIN ACCESSIBILITY, ACTIVE REGULATORY ELEMENTS MARKED BY H3K27AC, AND DNA METHYLATION AT 42 RISK LOCI IN UP TO 486 PRIMARY CLLS. WE IDENTIFY THAT RISK LOCI ARE SIGNIFICANTLY ENRICHED FOR ACTIVE CHROMATIN IN CLL WITH EVIDENCE OF BEING CLL-SPECIFIC OR DIFFERENTIALLY REGULATED IN NORMAL B-CELL DEVELOPMENT. WE THEN USE IN SITU PROMOTER CAPTURE HI-C, IN CONJUNCTION WITH GENE EXPRESSION DATA TO REVEAL LIKELY TARGET GENES OF THE RISK LOCI. CANDIDATE TARGET GENES ARE ENRICHED FOR PATHWAYS RELATED TO B-CELL DEVELOPMENT SUCH AS MYC AND BCL2 SIGNALLING. AT 14 LOCI THE ANALYSIS HIGHLIGHTS 63 VARIANTS AS THE PROBABLE FUNCTIONAL BASIS OF CLL RISK. BY INTEGRATING GENETIC AND EPIGENETIC INFORMATION OUR ANALYSIS REVEALS NOVEL INSIGHTS INTO THE RELATIONSHIP BETWEEN INHERITED PREDISPOSITION AND THE REGULATORY CHROMATIN LANDSCAPE OF CLL. 2019 12 2771 33 EXTENSIVE PROMOTER DNA HYPERMETHYLATION AND HYPOMETHYLATION IS ASSOCIATED WITH ABERRANT MICRORNA EXPRESSION IN CHRONIC LYMPHOCYTIC LEUKEMIA. DYSREGULATED MICRORNA (MIRNA) EXPRESSION CONTRIBUTES TO THE PATHOGENESIS OF HEMATOPOIETIC MALIGNANCIES, INCLUDING CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). HOWEVER, AN UNDERSTANDING OF THE MECHANISMS THAT CAUSE ABERRANT MIRNA TRANSCRIPTIONAL CONTROL IS LACKING. IN THIS STUDY, WE COMPREHENSIVELY INVESTIGATED THE ROLE AND EXTENT OF MIRNA EPIGENETIC REGULATION IN CLL. GENOME-WIDE PROFILING CONDUCTED ON 24 CLL AND 10 HEALTHY B CELL SAMPLES REVEALED GLOBAL DNA METHYLATION PATTERNS UPSTREAM OF MIRNA SEQUENCES THAT DISTINGUISHED MALIGNANT FROM HEALTHY CELLS AND IDENTIFIED PUTATIVE MIRNA PROMOTERS. INTEGRATION OF DNA METHYLATION AND MIRNA PROMOTER DATA LED TO THE IDENTIFICATION OF 128 RECURRENT MIRNA TARGETS FOR ABERRANT PROMOTER DNA METHYLATION. DNA HYPOMETHYLATION ACCOUNTED FOR MORE THAN 60% OF ALL ABERRANT PROMOTER-ASSOCIATED DNA METHYLATION IN CLL, AND PROMOTER DNA HYPOMETHYLATION WAS RESTRICTED TO WELL-DEFINED REGIONS. INDIVIDUAL HYPER- AND HYPOMETHYLATED PROMOTERS ALLOWED DISCRIMINATION OF CLL SAMPLES FROM HEALTHY CONTROLS. PROMOTER DNA METHYLATION PATTERNS WERE CONFIRMED IN AN INDEPENDENT PATIENT COHORT, WITH 11 MIRNAS CONSISTENTLY SHOWING AN INVERSE CORRELATION BETWEEN DNA METHYLATION STATUS AND EXPRESSION LEVEL. TOGETHER, OUR FINDINGS CHARACTERIZE THE ROLE OF EPIGENETIC CHANGES IN THE REGULATION OF MIRNA TRANSCRIPTION AND CREATE A REPOSITORY OF DISEASE-SPECIFIC PROMOTER REGIONS THAT MAY PROVIDE ADDITIONAL INSIGHTS INTO THE PATHOGENESIS OF CLL. 2012 13 27 37 A B-CELL EPIGENETIC SIGNATURE DEFINES THREE BIOLOGIC SUBGROUPS OF CHRONIC LYMPHOCYTIC LEUKEMIA WITH CLINICAL IMPACT. PROSPECTIVE IDENTIFICATION OF PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) DESTINED TO PROGRESS WOULD GREATLY FACILITATE THEIR CLINICAL MANAGEMENT. RECENTLY, WHOLE-GENOME DNA METHYLATION ANALYSES IDENTIFIED THREE CLINICOBIOLOGIC CLL SUBGROUPS WITH AN EPIGENETIC SIGNATURE RELATED TO DIFFERENT NORMAL B-CELL COUNTERPARTS. HERE, WE DEVELOPED A CLINICALLY APPLICABLE METHOD TO IDENTIFY THESE SUBGROUPS AND TO STUDY THEIR CLINICAL RELEVANCE. USING A SUPPORT VECTOR MACHINE APPROACH, WE BUILT A PREDICTION MODEL USING FIVE EPIGENETIC BIOMARKERS THAT WAS ABLE TO CLASSIFY CLL PATIENTS ACCURATELY INTO THE THREE SUBGROUPS, NAMELY NAIVE B-CELL-LIKE, INTERMEDIATE AND MEMORY B-CELL-LIKE CLL. DNA METHYLATION WAS QUANTIFIED BY HIGHLY REPRODUCIBLE BISULFITE PYROSEQUENCING ASSAYS IN TWO INDEPENDENT CLL SERIES. IN THE INITIAL SERIES (N=211), THE THREE SUBGROUPS SHOWED DIFFERENTIAL LEVELS OF IGHV (IMMUNOGLOBULIN HEAVY-CHAIN LOCUS) MUTATION (P<0.001) AND VH USAGE (P<0.03), AS WELL AS DIFFERENT CLINICAL FEATURES AND OUTCOME IN TERMS OF TIME TO FIRST TREATMENT (TTT) AND OVERALL SURVIVAL (P<0.001). A MULTIVARIATE COX MODEL SHOWED THAT EPIGENETIC CLASSIFICATION WAS THE STRONGEST PREDICTOR OF TTT (P<0.001) ALONG WITH BINET STAGE (P<0.001). THESE FINDINGS WERE CORROBORATED IN A VALIDATION SERIES (N=97). IN THIS STUDY, WE DEVELOPED A SIMPLE AND ROBUST METHOD USING EPIGENETIC BIOMARKERS TO CATEGORIZE CLLS INTO THREE SUBGROUPS WITH DIFFERENT CLINICOBIOLOGIC FEATURES AND OUTCOME. 2015 14 3098 34 GENOMIC DISRUPTION OF THE HISTONE METHYLTRANSFERASE SETD2 IN CHRONIC LYMPHOCYTIC LEUKAEMIA. HISTONE METHYLTRANSFERASES (HMTS) ARE IMPORTANT EPIGENETIC REGULATORS OF GENE TRANSCRIPTION AND ARE DISRUPTED AT THE GENOMIC LEVEL IN A SPECTRUM OF HUMAN TUMOURS INCLUDING HAEMATOLOGICAL MALIGNANCIES. USING HIGH-RESOLUTION SINGLE NUCLEOTIDE POLYMORPHISM (SNP) ARRAYS, WE IDENTIFIED RECURRENT DELETIONS OF THE SETD2 LOCUS IN 3% (8/261) OF CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) PATIENTS. FURTHER VALIDATION IN TWO INDEPENDENT COHORTS SHOWED THAT SETD2 DELETIONS WERE ASSOCIATED WITH LOSS OF TP53, GENOMIC COMPLEXITY AND CHROMOTHRIPSIS. WITH NEXT-GENERATION SEQUENCING WE DETECTED MUTATIONS OF SETD2 IN AN ADDITIONAL 3.8% OF PATIENTS (23/602). IN MOST CASES, SETD2 DELETIONS OR MUTATIONS WERE OFTEN OBSERVED AS A CLONAL EVENT AND ALWAYS AS A MONO-ALLELIC LESION, LEADING TO REDUCED MRNA EXPRESSION IN SETD2-DISRUPTED CASES. PATIENTS WITH SETD2 ABNORMALITIES AND WILD-TYPE TP53 AND ATM FROM FIVE CLINICAL TRIALS EMPLOYING CHEMOTHERAPY OR CHEMO-IMMUNOTHERAPY HAD REDUCED PROGRESSION-FREE AND OVERALL SURVIVAL COMPARED WITH CASES WILD TYPE FOR ALL THREE GENES. CONSISTENT WITH ITS POSTULATED ROLE AS A TUMOUR SUPPRESSOR, OUR DATA HIGHLIGHT SETD2 ABERRATION AS A RECURRENT, EARLY LOSS-OF-FUNCTION EVENT IN CLL PATHOBIOLOGY LINKED TO AGGRESSIVE DISEASE. 2016 15 2639 34 EPIGENOMIC ANALYSIS DETECTS WIDESPREAD GENE-BODY DNA HYPOMETHYLATION IN CHRONIC LYMPHOCYTIC LEUKEMIA. WE HAVE EXTENSIVELY CHARACTERIZED THE DNA METHYLOMES OF 139 PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) WITH MUTATED OR UNMUTATED IGHV AND OF SEVERAL MATURE B-CELL SUBPOPULATIONS THROUGH THE USE OF WHOLE-GENOME BISULFITE SEQUENCING AND HIGH-DENSITY MICROARRAYS. THE TWO MOLECULAR SUBTYPES OF CLL HAVE DIFFERING DNA METHYLOMES THAT SEEM TO REPRESENT EPIGENETIC IMPRINTS FROM DISTINCT NORMAL B-CELL SUBPOPULATIONS. DNA HYPOMETHYLATION IN THE GENE BODY, TARGETING MOSTLY ENHANCER SITES, WAS THE MOST FREQUENT DIFFERENCE BETWEEN NAIVE AND MEMORY B CELLS AND BETWEEN THE TWO MOLECULAR SUBTYPES OF CLL AND NORMAL B CELLS. ALTHOUGH DNA METHYLATION AND GENE EXPRESSION WERE POORLY CORRELATED, WE IDENTIFIED GENE-BODY CPG DINUCLEOTIDES WHOSE METHYLATION WAS POSITIVELY OR NEGATIVELY ASSOCIATED WITH EXPRESSION. WE HAVE ALSO RECOGNIZED A DNA METHYLATION SIGNATURE THAT DISTINGUISHES NEW CLINICO-BIOLOGICAL SUBTYPES OF CLL. WE PROPOSE AN EPIGENOMIC SCENARIO IN WHICH DIFFERENTIAL METHYLATION IN THE GENE BODY MAY HAVE FUNCTIONAL AND CLINICAL IMPLICATIONS IN LEUKEMOGENESIS. 2012 16 1581 34 DNA METHYLATION PROFILES IN CHRONIC LYMPHOCYTIC LEUKEMIA PATIENTS TREATED WITH CHEMOIMMUNOTHERAPY. BACKGROUND: IN ORDER TO GAIN INSIGHT INTO THE CONTRIBUTION OF DNA METHYLATION TO DISEASE PROGRESSION OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), USING 450K ILLUMINA ARRAYS, WE DETERMINED THE DNA METHYLATION PROFILES IN PAIRED PRE-TREATMENT/RELAPSE SAMPLES FROM 34 CLL PATIENTS TREATED WITH CHEMOIMMUNOTHERAPY, MOSTLY (N = 31) WITH THE FLUDARABINE-CYCLOPHOSPHAMIDE-RITUXIMAB (FCR) REGIMEN. RESULTS: THE EXTENT OF IDENTIFIED CHANGES IN CLL CELLS VERSUS MEMORY B CELLS FROM HEALTHY DONORS WAS TERMED "EPIGENETIC BURDEN" (EB) WHEREAS THE NUMBER OF CHANGES BETWEEN THE PRE-TREATMENT VERSUS THE RELAPSE SAMPLE WAS TERMED "RELAPSE CHANGES" (RC). SIGNIFICANT (P < 0.05) ASSOCIATIONS WERE IDENTIFIED BETWEEN (I) HIGH EB AND SHORT TIME-TO-FIRST-TREATMENT (TTFT); AND, (II) FEW RCS AND SHORT TIME-TO-RELAPSE. BOTH THE EB AND THE RC CLUSTERED IN SPECIFIC GENOMIC REGIONS AND CHROMATIN STATES, INCLUDING REGULATORY REGIONS CONTAINING BINDING SITES OF TRANSCRIPTION FACTORS IMPLICATED IN B CELL AND CLL BIOLOGY. CONCLUSIONS: OVERALL, WE SHOW THAT DNA METHYLATION IN CLL FOLLOWS DIFFERENT DYNAMICS IN RESPONSE TO CHEMOIMMUNOTHERAPY. THESE EPIGENETIC ALTERATIONS WERE LINKED WITH SPECIFIC CLINICAL AND BIOLOGICAL FEATURES. 2019 17 6684 31 VALIDATION OF AN LC-MS BASED APPROACH FOR PROFILING HISTONES IN CHRONIC LYMPHOCYTIC LEUKEMIA. THE IN VITRO EVALUATION OF HISTONES AND THEIR PTMS HAS DRAWN SUBSTANTIAL INTEREST IN THE DEVELOPMENT OF EPIGENETIC THERAPIES. THE DIFFERENTIAL EXPRESSION OF HISTONE ISOFORMS MAY SERVE AS A POTENTIAL MARKER IN THE CLASSIFICATION OF DISEASES AFFECTED BY CHROMATIN ABNORMALITIES. IN THIS STUDY, PROTEIN PROFILING BY LC AND MS WAS USED TO EXPLORE DIFFERENCES IN HISTONE COMPOSITION IN PRIMARY CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) CELLS. EXTENSIVE METHOD VALIDATIONS WERE PERFORMED TO DETERMINE THE EXPERIMENTAL VARIANCES THAT WOULD IMPACT HISTONE RELATIVE ABUNDANCE. THE RESULTING DATA DEMONSTRATED THAT THE PROPOSED METHODOLOGY WAS SUITABLE FOR THE ANALYSIS OF HISTONE PROFILES. IN 4 NORMAL INDIVIDUALS AND 40 CLL PATIENTS, A SIGNIFICANT DECREASE IN THE RELATIVE ABUNDANCE OF HISTONE H2A VARIANTS (H2AFL AND H2AFA/M*) WAS OBSERVED IN PRIMARY CLL CELLS AS COMPARED TO NORMAL B CELLS. PROTEIN IDENTITIES WERE DETERMINED USING HIGH MASS ACCURACY MS AND SHOTGUN PROTEOMICS. 2009 18 149 43 ABERRANT HYDROXYMETHYLATION IN PROMOTER CPG REGIONS OF GENES RELATED TO THE CELL CYCLE AND APOPTOSIS CHARACTERIZES ADVANCED CHRONIC MYELOID LEUKEMIA DISEASE, POOR IMATINIB RESPONDENTS AND POOR SURVIVAL. BACKGROUND: THERE IS STRONG EVIDENCE THAT DISEASE PROGRESSION, DRUG RESPONSE AND OVERALL CLINICAL OUTCOMES OF CML DISEASE ARE NOT ONLY DECIDED BY BCR/ABL1 ONCOPROTEIN BUT DEPEND ON ACCUMULATION OF ADDITIONAL GENETIC AND EPIGENETIC ABERRATIONS. DNA HYDROXYMETHYLATION IS IMPLICATED IN THE DEVELOPMENT OF VARIETY OF DISEASES. DNA HYDROXYMETHYLATION IN GENE PROMOTERS PLAYS IMPORTANT ROLES IN DISEASE PROGRESSION, DRUG RESPONSE AND CLINICAL OUTCOME OF VARIOUS DISEASES. THEREFORE IN THIS STUDY, WE AIMED TO EXPLORE THE ROLE OF ABERRANT HYDROXYMETHYLATION IN PROMOTER REGIONS OF DIFFERENT TUMOR SUPPRESSOR GENES IN RELATION TO CML DISEASE PROGRESSION, RESPONSE TO IMATINIB THERAPY AND CLINICAL OUTCOME. METHODS: WE RECRUITED 150 CML PATIENTS AT DIFFERENT CLINICAL STAGES OF THE DISEASE. PATIENTS WERE FOLLOWED UP FOR 48 MONTHS AND HAEMATOLOGICAL/MOLECULAR RESPONSES WERE ANALYSED. HAEMATOLOGICAL RESPONSE WAS ANALYSED BY PERIPHERAL BLOOD SMEAR. BCR/ABL1 SPECIFIC TAQMAN PROBE BASED QRT-PCR WAS USED FOR ASSESSING THE MOLECULAR RESPONSE OF CML PATIENTS ON IMATINIB THERAPY. PROMOTER HYDROXYMETHYLATION OF THE GENES WAS CHARACTERIZED USING MS-PCR. RESULTS: WE OBSERVED THAT PROMOTER HYDROXYMETHYLATION OF DAPK1, RIZ1, P16INK4A, RASSF1A AND P14ARF(ARF) GENES CHARACTERIZE ADVANCED CML DISEASE AND POOR IMATINIB RESPONDENTS. ALTHOUGH, CYTOKINE SIGNALLING (SOCS1) GENE WAS HYPERMETHYLATED IN ADVANCED STAGES OF CML AND ACCUMULATED IN PATIENTS WITH POOR IMATINIB RESPONSE, BUT THE DIFFERENCES WERE NOT STATISTICALLY SIGNIFICANT. MOREOVER, WE FOUND HYPERMETHYLATION OF P14(ARF), RASSF1 AND P16(INK4A) GENES AND CYTOKINE SIGNALLING GENE (SOCS1) SIGNIFICANTLY ASSOCIATED WITH POOR OVERALL SURVIVAL OF CML PATIENTS ON IMATINIB THERAPY. THE RESULTS OF THIS STUDY ARE IN AGREEMENT OF THE ROLE OF ABERRANT DNA METHYLATION OF DIFFERENT TUMOR SUPPRESSOR GENES AS POTENTIAL BIOMARKERS OF CML DISEASE PROGRESSION, POOR IMATINIB RESPONSE AND OVERALL CLINICAL OUTCOME. CONCLUSION: IN THIS STUDY, WE REPORT THAT PROMOTER HYDROXYMETHYLATION OF DAPK1, RIZ1, P16INK4A, RASSF1A AND P14ARF(ARF) GENES IS A CHARACTERISTIC FEATURE OF CML DISEASE PROGRESSIONS, DEFINES POOR IMATINIB RESPONDENTS AND POOR OVERALL SURVIVAL OF CML PATIENTS TO IMATINIB THERAPY. 2022 19 3532 37 IMATINIB INDEPENDENT ABERRANT METHYLATION OF NOV/CCN3 IN CHRONIC MYELOGENOUS LEUKEMIA PATIENTS: A MECHANISM UPSTREAM OF BCR-ABL1 FUNCTION? BACKGROUND: THE NOV GENE PRODUCT, CCN3, HAS BEEN REPORTED IN A DIVERSE RANGE OF TUMORS TO SERVE AS A NEGATIVE GROWTH REGULATOR, WHILE ACTING AS A TUMOR SUPPRESSOR IN CHRONIC MYELOGENOUS LEUKEMIA (CML). HOWEVER, THE PRECISE MECHANISM OF ITS SILENCING IN CML IS POORLY UNDERSTOOD. IN THE CURRENT STUDY, WE AIMED TO QUERY IF THE GENE REGULATION OF CCN3 IS MEDIATED BY THE PROMOTER METHYLATION IN THE PATIENTS WITH CML. IN ADDITION, TO CLARIFY WHETHER THE EPIGENETIC SILENCING IS AFFECTED BY BCR-ABL1 INHIBITION, WE ASSESSED THE METHYLATION STATUS IN THE PATIENTS AT DIFFERENT TIME INTERVALS FOLLOWING THE TYROSINE KINASE INHIBITION USING IMATINIB THERAPY, AS THE FIRST-LINE TREATMENT FOR THIS TYPE OF LEUKEMIA. METHODS: TO ADDRESS THIS ISSUE, WE APPLIED BISULFITE-SEQUENCING TECHNIQUE AS A HIGH-RESOLUTION METHOD TO STUDY THE REGULATORY SEGMENT OF THE CCN3 GENE. THE RESULTS WERE ANALYZED IN NEWLY DIAGNOSED CML PATIENTS AS WELL AS FOLLOWING IMATINIB THERAPY. WE ALSO EVALUATED THE CORRELATION OF CCN3 PROMOTER METHYLATION WITH BCR-ABL1 LEVELS. RESULTS: OUR FINDINGS REVEALED THAT THE METHYLATION OCCURS FREQUENTLY IN THE PROMOTER REGION OF CML PATIENTS SHOWING A SIGNIFICANT INCREASE OF THE METHYLATED PERCENTAGE AT THE CPG SITES COMPARED TO NORMAL INDIVIDUALS. INTERESTINGLY, THIS HYPERMETHYLATION WAS INDICATED TO BE INDEPENDENT OF BCR-ABL1 TITERS IN BOTH GROUPS, WHICH MIGHT SUGGEST A MECHANISM BEYOND THE BCR-ABL1 FUNCTION. CONCLUSION: DESPITE SUGGESTING THAT THE CCN3 HYPERMETHYLATION ACTS AS A MOLECULAR MECHANISM INDEPENDENT OF BCR-ABL1 FUNCTION IN CML PATIENTS, THIS SCENARIO REQUIRES FURTHER VALIDATION BY COMPLEMENTARY EXPERIMENTS. IN THE CASE OF ACTING UPSTREAM OF BCR-ABL1 SIGNALING, THE METHYLATION MARKER CAN PROVIDE EARLY DETECTION AND A NOVEL PLATFORM FOR TARGETED EPIGENETIC MODIFIERS FOR EFFICIENT TREATMENT IN IMATINIB RESISTANT PATIENTS. 2019 20 1345 38 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