1 6307 122 THE REFERENCE EPIGENOME AND REGULATORY CHROMATIN LANDSCAPE OF CHRONIC LYMPHOCYTIC LEUKEMIA. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS A FREQUENT HEMATOLOGICAL NEOPLASM IN WHICH UNDERLYING EPIGENETIC ALTERATIONS ARE ONLY PARTIALLY UNDERSTOOD. HERE, WE ANALYZE THE REFERENCE EPIGENOME OF SEVEN PRIMARY CLLS AND THE REGULATORY CHROMATIN LANDSCAPE OF 107 PRIMARY CASES IN THE CONTEXT OF NORMAL B CELL DIFFERENTIATION. WE IDENTIFY THAT THE CLL CHROMATIN LANDSCAPE IS LARGELY INFLUENCED BY DISTINCT DYNAMICS DURING NORMAL B CELL MATURATION. BEYOND THIS, WE DEFINE EXTENSIVE CATALOGUES OF REGULATORY ELEMENTS DE NOVO REPROGRAMMED IN CLL AS A WHOLE AND IN ITS MAJOR CLINICO-BIOLOGICAL SUBTYPES CLASSIFIED BY IGHV SOMATIC HYPERMUTATION LEVELS. WE UNCOVER THAT IGHV-UNMUTATED CLLS HARBOR MORE ACTIVE AND OPEN CHROMATIN THAN IGHV-MUTATED CASES. FURTHERMORE, WE SHOW THAT DE NOVO ACTIVE REGIONS IN CLL ARE ENRICHED FOR NFAT, FOX AND TCF/LEF TRANSCRIPTION FACTOR FAMILY BINDING SITES. ALTHOUGH MOST GENETIC ALTERATIONS ARE NOT ASSOCIATED WITH CONSISTENT EPIGENETIC PROFILES, CLLS WITH MYD88 MUTATIONS AND TRISOMY 12 SHOW DISTINCT CHROMATIN CONFIGURATIONS. FURTHERMORE, WE OBSERVE THAT NON-CODING MUTATIONS IN IGHV-MUTATED CLLS ARE ENRICHED IN H3K27AC-ASSOCIATED REGULATORY ELEMENTS OUTSIDE ACCESSIBLE CHROMATIN. OVERALL, THIS STUDY PROVIDES AN INTEGRATIVE PORTRAIT OF THE CLL EPIGENOME, IDENTIFIES EXTENSIVE NETWORKS OF ALTERED REGULATORY ELEMENTS AND SHEDS LIGHT ON THE RELATIONSHIP BETWEEN THE GENETIC AND EPIGENETIC ARCHITECTURE OF THE DISEASE. 2018 2 1533 36 DNA METHYLATION DYNAMICS DURING B CELL MATURATION UNDERLIE A CONTINUUM OF DISEASE PHENOTYPES IN CHRONIC LYMPHOCYTIC LEUKEMIA. CHARTING DIFFERENCES BETWEEN TUMORS AND NORMAL TISSUE IS A MAINSTAY OF CANCER RESEARCH. HOWEVER, CLONAL TUMOR EXPANSION FROM COMPLEX NORMAL TISSUE ARCHITECTURES POTENTIALLY OBSCURES CANCER-SPECIFIC EVENTS, INCLUDING DIVERGENT EPIGENETIC PATTERNS. USING WHOLE-GENOME BISULFITE SEQUENCING OF NORMAL B CELL SUBSETS, WE OBSERVED BROAD EPIGENETIC PROGRAMMING OF SELECTIVE TRANSCRIPTION FACTOR BINDING SITES COINCIDENT WITH THE DEGREE OF B CELL MATURATION. BY COMPARING NORMAL B CELLS TO MALIGNANT B CELLS FROM 268 PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), WE SHOWED THAT TUMORS DERIVE LARGELY FROM A CONTINUUM OF MATURATION STATES REFLECTED IN NORMAL DEVELOPMENTAL STAGES. EPIGENETIC MATURATION IN CLL WAS ASSOCIATED WITH AN INDOLENT GENE EXPRESSION PATTERN AND INCREASINGLY FAVORABLE CLINICAL OUTCOMES. WE FURTHER UNCOVERED THAT MOST PREVIOUSLY REPORTED TUMOR-SPECIFIC METHYLATION EVENTS ARE NORMALLY PRESENT IN NON-MALIGNANT B CELLS. INSTEAD, WE IDENTIFIED A POTENTIAL PATHOGENIC ROLE FOR TRANSCRIPTION FACTOR DYSREGULATION IN CLL, WHERE EXCESS PROGRAMMING BY EGR AND NFAT WITH REDUCED EBF AND AP-1 PROGRAMMING IMBALANCES THE NORMAL B CELL EPIGENETIC PROGRAM. 2016 3 3740 37 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 4 2639 31 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 5 2074 45 EPIGENETIC DEREGULATION IN CHRONIC LYMPHOCYTIC LEUKEMIA: CLINICAL AND BIOLOGICAL IMPACT. DEREGULATED TRANSCRIPTIONAL CONTROL CAUSED BY ABERRANT DNA METHYLATION AND/OR HISTONE MODIFICATIONS IS A HALLMARK OF CANCER CELLS. IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), THE MOST COMMON ADULT LEUKEMIA, THE EPIGENETIC 'LANDSCAPE' HAS ADDED A NEW LAYER OF COMPLEXITY TO OUR UNDERSTANDING OF THIS CLINICALLY AND BIOLOGICALLY HETEROGENEOUS DISEASE. EARLY STUDIES IDENTIFIED ABERRANT DNA METHYLATION, OFTEN BASED ON SINGLE GENE PROMOTER ANALYSIS WITH BOTH BIOLOGICAL AND CLINICAL IMPACT. SUBSEQUENT GENOME-WIDE PROFILING STUDIES REVEALED DIFFERENTIAL DNA METHYLATION BETWEEN CLLS AND CONTROLS AND IN PROGNOSTICS SUBGROUPS OF THE DISEASE. FROM THESE STUDIES, IT BECAME APPARENT THAT DNA METHYLATION IN REGIONS OUTSIDE OF PROMOTERS, SUCH AS ENHANCERS, IS IMPORTANT FOR THE REGULATION OF CODING GENES AS WELL AS FOR THE REGULATION OF NON-CODING RNAS. ALTHOUGH DNA METHYLATION PROFILES ARE REPORTEDLY STABLE OVER TIME AND IN RELATION TO THERAPY, A HIGHER EPIGENETIC HETEROGENEITY OR 'BURDEN' IS SEEN IN MORE AGGRESSIVE CLL SUBGROUPS, ALBEIT AS NON-RECURRENT 'PASSENGER' EVENTS. MORE RECENTLY, DNA METHYLATION PROFILES IN CLL ANALYZED IN RELATION TO DIFFERENTIATING NORMAL B-CELL POPULATIONS REVEALED THAT THE MAJORITY OF THE CLL EPIGENOME REFLECTS THE EPIGENOMES PRESENT IN THE CELL OF ORIGIN AND THAT ONLY A SMALL FRACTION OF THE EPIGENETIC ALTERATIONS REPRESENTS TRULY CLL-SPECIFIC CHANGES. FURTHERMORE, CLL PATIENTS CAN BE GROUPED INTO AT LEAST THREE CLINICALLY RELEVANT EPIGENETIC SUBGROUPS, POTENTIALLY ORIGINATING FROM DIFFERENT CELLS AT VARIOUS STAGES OF DIFFERENTIATION AND ASSOCIATED WITH DISTINCT OUTCOMES. IN THIS REVIEW, WE SUMMARIZE THE CURRENT UNDERSTANDING OF THE DNA METHYLOME IN CLL, THE ROLE OF HISTONE MODIFYING ENZYMES, HIGHLIGHT INSIGHTS DERIVED FROM ANIMAL MODELS AND ATTEMPTS MADE TO TARGET EPIGENETIC REGULATORS IN CLL ALONG WITH THE FUTURE DIRECTIONS OF THIS RAPIDLY ADVANCING FIELD. 2018 6 3918 38 LINKING ABERRANT CHROMATIN FEATURES IN CHRONIC LYMPHOCYTIC LEUKEMIA TO TRANSCRIPTION FACTOR NETWORKS. IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), A DIVERSE SET OF GENETIC MUTATIONS IS EMBEDDED IN A DEREGULATED EPIGENETIC LANDSCAPE THAT DRIVES CANCEROGENESIS. TO ELUCIDATE THE ROLE OF ABERRANT CHROMATIN FEATURES, WE MAPPED DNA METHYLATION, SEVEN HISTONE MODIFICATIONS, NUCLEOSOME POSITIONS, CHROMATIN ACCESSIBILITY, BINDING OF EBF1 AND CTCF, AS WELL AS THE TRANSCRIPTOME OF B CELLS FROM CLL PATIENTS AND HEALTHY DONORS. A GLOBALLY INCREASED HISTONE DEACETYLASE ACTIVITY WAS DETECTED AND HALF OF THE GENOME COMPRISED TRANSCRIPTIONALLY DOWNREGULATED PARTIALLY DNA METHYLATED DOMAINS DEMARCATED BY CTCF CLL SAMPLES DISPLAYED A H3K4ME3 REDISTRIBUTION AND NUCLEOSOME GAIN AT PROMOTERS AS WELL AS CHANGES OF ENHANCER ACTIVITY AND ENHANCER LINKAGE TO TARGET GENES. A DNA BINDING MOTIF ANALYSIS IDENTIFIED TRANSCRIPTION FACTORS THAT GAINED OR LOST BINDING IN CLL AT SITES WITH ABERRANT CHROMATIN FEATURES. THESE FINDINGS WERE INTEGRATED INTO A GENE REGULATORY ENHANCER CONTAINING NETWORK ENRICHED FOR B-CELL RECEPTOR SIGNALING PATHWAY COMPONENTS. OUR STUDY PREDICTS NOVEL MOLECULAR LINKS TO TARGETS OF CLL THERAPIES AND PROVIDES A VALUABLE RESOURCE FOR FURTHER STUDIES ON THE EPIGENETIC CONTRIBUTION TO THE DISEASE. 2019 7 4446 38 MOLECULAR MAP OF CHRONIC LYMPHOCYTIC LEUKEMIA AND ITS IMPACT ON OUTCOME. RECENT ADVANCES IN CANCER CHARACTERIZATION HAVE CONSISTENTLY REVEALED MARKED HETEROGENEITY, IMPEDING THE COMPLETION OF INTEGRATED MOLECULAR AND CLINICAL MAPS FOR EACH MALIGNANCY. HERE, WE FOCUS ON CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), A B CELL NEOPLASM WITH VARIABLE NATURAL HISTORY THAT IS CONVENTIONALLY CATEGORIZED INTO TWO SUBTYPES DISTINGUISHED BY EXTENT OF SOMATIC MUTATIONS IN THE HEAVY-CHAIN VARIABLE REGION OF IMMUNOGLOBULIN GENES (IGHV). TO BUILD THE 'CLL MAP,' WE INTEGRATED GENOMIC, TRANSCRIPTOMIC AND EPIGENOMIC DATA FROM 1,148 PATIENTS. WE IDENTIFIED 202 CANDIDATE GENETIC DRIVERS OF CLL (109 NEW) AND REFINED THE CHARACTERIZATION OF IGHV SUBTYPES, WHICH REVEALED DISTINCT GENOMIC LANDSCAPES AND LEUKEMOGENIC TRAJECTORIES. DISCOVERY OF NEW GENE EXPRESSION SUBTYPES FURTHER SUBCATEGORIZED THIS NEOPLASM AND PROVED TO BE INDEPENDENT PROGNOSTIC FACTORS. CLINICAL OUTCOMES WERE ASSOCIATED WITH A COMBINATION OF GENETIC, EPIGENETIC AND GENE EXPRESSION FEATURES, FURTHER ADVANCING OUR PROGNOSTIC PARADIGM. OVERALL, THIS WORK REVEALS FRESH INSIGHTS INTO CLL ONCOGENESIS AND PROGNOSTICATION. 2022 8 349 36 ALTERED DNA METHYLATION PROFILES IN SF3B1 MUTATED CLL PATIENTS. MUTATIONS IN SPLICING FACTOR GENES HAVE A SEVERE IMPACT ON THE SURVIVAL OF CANCER PATIENTS. SPLICING FACTOR 3B SUBUNIT 1 (SF3B1) IS ONE OF THE MOST FREQUENTLY MUTATED GENES IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL); PATIENTS CARRYING THESE MUTATIONS HAVE A POOR PROGNOSIS. SINCE THE SPLICING MACHINERY AND THE EPIGENOME ARE CLOSELY INTERCONNECTED, WE INVESTIGATED WHETHER THESE ALTERATIONS MAY AFFECT THE EPIGENOMES OF CLL PATIENTS. WHILE AN OVERALL HYPOMETHYLATION DURING CLL CARCINOGENESIS HAS BEEN OBSERVED, THE INTERPLAY BETWEEN THE EPIGENETIC STAGE OF THE ORIGINATING B CELLS AND SF3B1 MUTATIONS, AND THE SUBSEQUENT EFFECT OF THE MUTATIONS ON METHYLATION ALTERATIONS IN CLL, HAVE NOT BEEN INVESTIGATED. WE PROFILED THE GENOME-WIDE DNA METHYLATION PATTERNS OF 27 CLL PATIENTS WITH AND WITHOUT SF3B1 MUTATIONS AND IDENTIFIED LOCAL DECREASES IN METHYLATION LEVELS IN SF3B1(MUT) CLL PATIENTS AT 67 GENOMIC REGIONS, MOSTLY IN PROXIMITY TO TELOMERIC REGIONS. THESE DIFFERENTIALLY METHYLATED REGIONS (DMRS) WERE ENRICHED IN GENE BODIES OF CANCER-RELATED SIGNALING GENES, E.G., NOTCH1, HTRA3, AND BCL9L. IN OUR STUDY, SF3B1 MUTATIONS EXCLUSIVELY EMERGED IN TWO OUT OF THREE EPIGENETIC STAGES OF THE ORIGINATING B CELLS. HOWEVER, NOT ALL THE DMRS COULD BE ASSOCIATED WITH THE METHYLATION PROGRAMMING OF B CELLS DURING DEVELOPMENT, SUGGESTING THAT MUTATIONS IN SF3B1 CAUSE ADDITIONAL EPIGENETIC ABERRATIONS DURING CARCINOGENESIS. 2021 9 2966 30 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 10 3768 34 INTEGRATIVE EPIGENOMICS IN CHRONIC LYMPHOCYTIC LEUKAEMIA: BIOLOGICAL INSIGHTS AND CLINICAL APPLICATIONS. CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) IS NOT ONLY CHARACTERISED BY DRIVER GENETIC ALTERATIONS BUT BY EXTENSIVE EPIGENETIC CHANGES. OVER THE LAST DECADE, EPIGENOMIC STUDIES HAVE DESCRIBED THE DNA METHYLOME, CHROMATIN ACCESSIBILITY, HISTONE MODIFICATIONS AND THE THREE-DIMENSIONAL (3D) GENOME ARCHITECTURE OF CLL. BEYOND ITS REGULATORY ROLE, THE DNA METHYLOME CONTAINS IMPRINTS OF THE CELLULAR ORIGIN AND PROLIFERATIVE HISTORY OF CLL CELLS. THESE TWO ASPECTS ARE STRONG INDEPENDENT PROGNOSTIC FACTORS. INTEGRATIVE ANALYSES OF CHROMATIN MARKS HAVE UNCOVERED NOVEL REGULATORY ELEMENTS AND ALTERED TRANSCRIPTION FACTOR NETWORKS AS NON-GENETIC MEANS MEDIATING GENE DEREGULATION IN CLL. ADDITIONALLY, CLL CELLS DISPLAY A DISEASE-SPECIFIC PATTERN OF 3D GENOME INTERACTIONS. FROM THE TECHNOLOGICAL PERSPECTIVE, WE ARE CURRENTLY WITNESSING A TRANSITION FROM BULK OMICS TO SINGLE-CELL ANALYSES. THIS REVIEW AIMS AT SUMMARISING THE MAJOR FINDINGS FROM THE EPIGENOMICS FIELD AS WELL AS PROVIDING A PROSPECT OF THE PRESENT AND FUTURE OF SINGLE-CELL ANALYSES IN CLL. 2023 11 4254 39 METHYLOME-BASED CELL-OF-ORIGIN MODELING (METHYL-COOM) IDENTIFIES ABERRANT EXPRESSION OF IMMUNE REGULATORY MOLECULES IN CLL. BACKGROUND: IN CANCER, NORMAL EPIGENETIC PATTERNS ARE DISTURBED AND CONTRIBUTE TO GENE EXPRESSION CHANGES, DISEASE ONSET, AND PROGRESSION. THE CANCER EPIGENOME IS COMPOSED OF THE EPIGENETIC PATTERNS PRESENT IN THE TUMOR-INITIATING CELL AT THE TIME OF TRANSFORMATION, AND THE TUMOR-SPECIFIC EPIGENETIC ALTERATIONS THAT ARE ACQUIRED DURING TUMOR INITIATION AND PROGRESSION. THE PRECISE DISSECTION OF THESE TWO COMPONENTS OF THE TUMOR EPIGENOME WILL FACILITATE A BETTER UNDERSTANDING OF THE BIOLOGICAL MECHANISMS UNDERLYING MALIGNANT TRANSFORMATION. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) ORIGINATES FROM DIFFERENTIATING B CELLS, WHICH UNDERGO EXTENSIVE EPIGENETIC PROGRAMMING. THIS POSES THE CHALLENGE TO PRECISELY DETERMINE THE EPIGENOMIC GROUND STATE OF THE CELL-OF-ORIGIN IN ORDER TO IDENTIFY CLL-SPECIFIC EPIGENETIC ABERRATIONS. METHODS: WE DEVELOPED A LINEAR REGRESSION MODEL, METHYLOME-BASED CELL-OF-ORIGIN MODELING (METHYL-COOM), TO MAP THE CELL-OF-ORIGIN FOR INDIVIDUAL CLL PATIENTS BASED ON THE CONTINUUM OF EPIGENOMIC CHANGES DURING NORMAL B CELL DIFFERENTIATION. RESULTS: METHYL-COOM ACCURATELY MAPS THE CELL-OF-ORIGIN OF CLL AND IDENTIFIES CLL-SPECIFIC ABERRANT DNA METHYLATION EVENTS THAT ARE NOT CONFOUNDED BY PHYSIOLOGIC EPIGENETIC B CELL PROGRAMMING. FURTHERMORE, METHYL-COOM UNMASKS ABNORMAL ACTION OF TRANSCRIPTION FACTORS, ALTERED SUPER-ENHANCER ACTIVITIES, AND ABERRANT TRANSCRIPT EXPRESSION IN CLL. AMONG THE ABERRANTLY REGULATED TRANSCRIPTS WERE MANY GENES THAT HAVE PREVIOUSLY BEEN IMPLICATED IN T CELL BIOLOGY. FLOW CYTOMETRY ANALYSIS OF THESE MARKERS CONFIRMED THEIR ABERRANT EXPRESSION ON MALIGNANT B CELLS AT THE PROTEIN LEVEL. CONCLUSIONS: METHYL-COOM ANALYSIS OF CLL IDENTIFIED DISEASE-SPECIFIC ABERRANT GENE REGULATION. THE ABERRANTLY EXPRESSED GENES IDENTIFIED IN THIS STUDY MIGHT PLAY A ROLE IN IMMUNE-EVASION IN CLL AND MIGHT SERVE AS NOVEL TARGETS FOR IMMUNOTHERAPY APPROACHES. IN SUMMARY, WE PROPOSE A NOVEL FRAMEWORK FOR IN SILICO MODELING OF REFERENCE DNA METHYLOMES AND FOR THE IDENTIFICATION OF CANCER-SPECIFIC EPIGENETIC CHANGES, A CONCEPT THAT CAN BE BROADLY APPLIED TO OTHER HUMAN MALIGNANCIES. 2020 12 941 27 CHRONIC LYMPHOCYTIC LEUKEMIA B-CELL NORMAL CELLULAR COUNTERPART: CLUES FROM A FUNCTIONAL PERSPECTIVE. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS CHARACTERIZED BY THE CLONAL EXPANSION OF SMALL MATURE-LOOKING CD19+ CD23+ CD5+ B-CELLS THAT ACCUMULATE IN THE BLOOD, BONE MARROW, AND LYMPHOID ORGANS. TO DATE, NO CONSENSUS HAS BEEN REACHED CONCERNING THE NORMAL CELLULAR COUNTERPART OF CLL B-CELLS AND SEVERAL B-CELL TYPES HAVE BEEN PROPOSED. CLL B-CELLS HAVE REMARKABLE PHENOTYPIC AND GENE EXPRESSION PROFILE HOMOGENEITY. IN RECENT YEARS, THE MOLECULAR AND CELLULAR BIOLOGY OF CLL HAS BEEN ENRICHED BY SEMINAL INSIGHTS THAT ARE LEADING TO A BETTER UNDERSTANDING OF THE NATURAL HISTORY OF THE DISEASE. IMMUNOPHENOTYPIC AND MOLECULAR APPROACHES (INCLUDING IMMUNOGLOBULIN HEAVY-CHAIN VARIABLE GENE MUTATIONAL STATUS, TRANSCRIPTIONAL AND EPIGENETIC PROFILING) COMPARING THE NORMAL B-CELL SUBSET AND CLL B-CELLS PROVIDE SOME NEW INSIGHTS INTO THE NORMAL CELLULAR COUNTERPART. FUNCTIONAL CHARACTERISTICS (INCLUDING ACTIVATION REQUIREMENTS AND PROPENSITY FOR PLASMA CELL DIFFERENTIATION) OF CLL B-CELLS HAVE NOW BEEN INVESTIGATED FOR 50 YEARS. B-CELL SUBSETS DIFFER SUBSTANTIALLY IN TERMS OF THEIR FUNCTIONAL FEATURES. ANALYSIS OF SHARED FUNCTIONAL CHARACTERISTICS MAY REVEAL SIMILARITIES BETWEEN NORMAL B-CELL SUBSETS AND CLL B-CELLS, ALLOWING SPECULATIVE ASSIGNMENT OF A NORMAL CELLULAR COUNTERPART FOR CLL B-CELLS. IN THIS REVIEW, WE SUMMARIZE CURRENT DATA REGARDING PERIPHERAL B-CELL DIFFERENTIATION AND HUMAN B-CELL SUBSETS AND SUGGEST POSSIBILITIES FOR A NORMAL CELLULAR COUNTERPART BASED ON THE FUNCTIONAL CHARACTERISTICS OF CLL B-CELLS. HOWEVER, A DEFINITIVE NORMAL CELLULAR COUNTERPART CANNOT BE ATTRIBUTED ON THE BASIS OF THE AVAILABLE DATA. WE DISCUSS THE FUNCTIONAL CHARACTERISTICS REQUIRED FOR A CELL TO BE LOGICALLY CONSIDERED TO BE THE NORMAL COUNTERPART OF CLL B-CELLS. 2018 13 5210 30 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 14 2944 35 GENETIC AND EPIGENETIC BASIS OF CHRONIC LYMPHOCYTIC LEUKEMIA. PURPOSE OF REVIEW: NEXT-GENERATION SEQUENCING OF WHOLE GENOMES, EXOMES AND DNA METHYLOMES IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) HAS PROVIDED THE FIRST COMPREHENSIVE VIEW OF SOMATIC MUTATIONS AND METHYLATION CHANGES IN THIS DISEASE. THIS REVIEW SUMMARIZES THE RECENT FINDINGS IN THIS FIELD AND THEIR IMPACT ON OUR CURRENT UNDERSTANDING OF THIS NEOPLASM. RECENT FINDINGS: GENOMIC STUDIES HAVE REVEALED A REMARKABLE MOLECULAR HETEROGENEITY OF THE DISEASE, WITH ONLY FEW GENES MUTATED IN UP TO 10-15% OF THE PATIENTS AND A RELATIVELY LARGE NUMBER OF GENES RECURRENTLY MUTATED AT LOW FREQUENCY. THE MUTATED GENES TEND TO CLUSTER IN DIFFERENT PATHWAYS THAT INCLUDE NOTCH1 SIGNALING, RNA SPLICING, PROCESSING AND TRANSPORT MACHINERY, INNATE INFLAMMATORY RESPONSE, AND DNA DAMAGE AND CELL CYCLE CONTROL, AMONG OTHERS. NOTCH1 AND SF3B1 MUTATIONS ARE EMERGING AS NEW DRIVERS OF AGGRESSIVE FORMS OF THE DISEASE. GENOME-WIDE METHYLATION STUDIES HAVE SHOWN THAT CLL TRANSFORMATION IS ASSOCIATED WITH A MASSIVE HYPOMETHYLATION PHENOMENON FREQUENTLY AFFECTING THE ENHANCER REGIONS. THIS EPIGENETIC REPROGRAMMING MAINTAINS AN IMPRINT OF THE PUTATIVE CELL OF ORIGIN FROM NAIVE AND MEMORY B-CELLS. SUMMARY: GENOMIC AND EPIGENOMIC STUDIES OF CLL ARE RESHAPING OUR UNDERSTANDING OF THE DISEASE AND PROVIDE NEW PERSPECTIVE FOR A MORE INDIVIDUALIZED DIAGNOSIS AND NEW POTENTIAL THERAPEUTIC TARGETS. 2013 15 1976 27 EPIGENETIC ALTERATIONS IN A MURINE MODEL FOR CHRONIC LYMPHOCYTIC LEUKEMIA. EARLY STAGES IN THE DEVELOPMENT OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) HAVE NOT BEEN EXPLORED MAINLY DUE TO THE INABILITY TO STUDY NORMAL B-CELLS EN ROUTE TO TRANSFORMATION. IN ORDER TO DETERMINE SUCH EARLY EVENTS OF LEUKEMOGENESIS, WE HAVE USED A WELL ESTABLISHED MOUSE MODEL FOR CLL. OVER-EXPRESSION OF HUMAN TCL1, A KNOWN CLL ONCOGENE IN MURINE B-CELLS LEADS TO THE DEVELOPMENT OF MATURE CD19+/CD5+/IGM+ CLONAL LEUKEMIA WITH A DISEASE PHENOTYPE SIMILAR TO THAT SEEN IN HUMAN CLL. HEREIN, WE REVIEW OUR RECENT STUDY USING THIS TCL1-DRIVEN MOUSE MODEL FOR CLL AND CORRESPONDING HUMAN CLL SAMPLES IN A CROSS-SPECIES EPIGENOMICS APPROACH TO ADDRESS THE TIMING AND RELEVANCE OF EPIGENETIC EVENTS OCCURRING DURING LEUKEMOGENESIS. WE DEMONSTRATED THAT THE MOUSE MODEL RECAPITULATES THE EPIGENETIC EVENTS THAT HAVE BEEN REPORTED FOR HUMAN CLL, AFFIRMING THE POWER AND VALIDITY OF THIS MOUSE MODEL TO STUDY EARLY EPIGENETIC EVENTS IN CANCER PROGRESSION. EPIGENETIC ALTERATIONS ARE DETECTED AS EARLY AS THREE MONTHS AFTER BIRTH, FAR BEFORE DISEASE MANIFESTS AT ABOUT 11 MONTHS OF AGE. THESE MICE UNDERGO NFKAPPAB REPRESSOR COMPLEX MEDIATED INACTIVATION OF THE TRANSCRIPTION FACTOR FOXD3, WHOSE TARGETS BECOME ABERRANTLY METHYLATED AND SILENCED IN MOUSE AND HUMAN CLL. OVERALL, OUR DATA SUGGEST THE ACCUMULATED EPIGENETIC ALTERATIONS DURING CLL PATHOGENESIS AS A CONSEQUENCE OF GENE SILENCING THROUGH TCL1 AND NFKAPPAB REPRESSOR COMPLEX, SUGGESTING THE RELEVANCE FOR NFKAPPAB AS A THERAPEUTIC TARGET IN CLL. 2009 16 4247 30 METHYLATION STATUS REGULATES LIPOPROTEIN LIPASE EXPRESSION IN CHRONIC LYMPHOCYTIC LEUKEMIA. AMONG DIFFERENT PROGNOSTIC FACTORS IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), WE PREVIOUSLY DEMONSTRATED THAT LIPOPROTEIN LIPASE (LPL) IS ASSOCIATED WITH AN UNMUTATED IMMUNOGLOBULIN PROFILE AND CLINICAL POOR OUTCOME. DESPITE THE USEFULNESS OF LPL FOR CLL PROGNOSIS, ITS FUNCTIONAL ROLE AND THE MOLECULAR MECHANISM REGULATING ITS EXPRESSION ARE STILL OPEN QUESTIONS. INTERACTION OF CLL B-CELLS WITH THE TISSUE MICROENVIRONMENT FAVORS DISEASE PROGRESSION BY PROMOTING MALIGNANT B-CELL GROWTH. SINCE TISSUE METHYLATION CAN BE ALTERED BY ENVIRONMENTAL FACTORS, WE INVESTIGATED THE METHYLATION STATUS OF THE LPL GENE AND THE POSSIBILITY THAT OVEREXPRESSION COULD BE ASSOCIATED WITH MICROENVIRONMENT SIGNALS. OUR RESULTS SHOW THAT A DEMETHYLATED STATE OF THE LPL GENE IS RESPONSIBLE FOR ITS ANOMALOUS EXPRESSION IN UNMUTATED CLL CASES AND THAT THIS EXPRESSION IS DEPENDENT ON MICROENVIRONMENT SIGNALS. OVERALL, THIS WORK PROPOSES THAT AN EPIGENETIC MECHANISM, TRIGGERED BY THE MICROENVIRONMENT, REGULATES LPL EXPRESSION IN CLL DISEASE. 2013 17 160 26 ABERRANT PROMOTER HYPOMETHYLATION IN CLL: DOES IT MATTER FOR DISEASE DEVELOPMENT? OVER THE LAST 30 YEARS, STUDIES OF ABERRANT DNA METHYLATION IN HEMATOLOGIC MALIGNANCIES HAVE BEEN DOMINATED BY THE PRIMARY FOCUS OF UNDERSTANDING PROMOTER HYPERMETHYLATION. THESE EFFORTS NOT ONLY RESULTED IN A BETTER UNDERSTANDING OF THE BASIS OF EPIGENETIC SILENCING OF TUMOR SUPPRESSOR GENES BUT ALSO RESULTED IN APPROVAL OF HYPOMETHYLATING AGENTS FOR THE TREATMENT OF SEVERAL MALIGNANCIES, SUCH AS MYELODYSPLASTIC SYNDROME AND ACUTE MYELOID LEUKEMIA. RECENT ADVANCES IN GLOBAL METHYLATION PROFILING COUPLED WITH THE USE OF MOUSE MODELS SUGGEST THAT ABERRANT PROMOTER HYPOMETHYLATION IS ALSO A FREQUENT EVENT IN HEMATOLOGIC MALIGNANCIES, PARTICULARLY IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). PROMOTER HYPOMETHYLATION AFFECTS GENE EXPRESSION AND, THEREFORE, MAY PLAY AN IMPORTANT ROLE IN DISEASE PATHOGENESIS. HERE, WE REVIEW RECENT FINDINGS AND DISCUSS THE POTENTIAL INVOLVEMENT OF ABERRANT PROMOTER HYPOMETHYLATION IN CLL. 2016 18 938 38 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 19 6616 32 UNCOVERING THE DNA METHYLOME IN CHRONIC LYMPHOCYTIC LEUKEMIA. OVER THE PAST TWO DECADES, ABERRANT DNA METHYLATION HAS EMERGED AS A KEY PLAYER IN THE PATHOGENESIS OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), AND KNOWLEDGE REGARDING ITS BIOLOGICAL AND CLINICAL CONSEQUENCES IN THIS DISEASE HAS EVOLVED RAPIDLY. SINCE THE INITIAL STUDIES RELATING DNA HYPOMETHYLATION TO GENOMIC INSTABILITY IN CLL, A PLETHORA OF REPORTS HAVE FOLLOWED SHOWING THE IMPACT OF DNA HYPERMETHYLATION IN SILENCING VITAL SINGLE GENE PROMOTERS AND THE REVERSIBLE NATURE OF DNA METHYLATION THROUGH INHIBITOR DRUGS. WITH THE RECOGNITION THAT DNA HYPERMETHYLATION EVENTS COULD POTENTIALLY ACT AS NOVEL PROGNOSTIC AND TREATMENT TARGETS IN CLL, THE SEARCH FOR ABERRANTLY METHYLATED GENES, GENE FAMILIES AND PATHWAYS HAS ENSUED. SUBSEQUENTLY, THE ADVENT OF MICROARRAY AND NEXT-GENERATION SEQUENCING TECHNOLOGIES HAS SUPPORTED THE HUNT FOR SUCH TARGETS, ALLOWING EXPLORATION OF THE METHYLATION LANDSCAPE IN CLL AT AN UNPRECEDENTED SCALE. IN LIGHT OF THESE ANALYSES, WE NOW UNDERSTAND THAT DIFFERENT CLL PROGNOSTIC SUBGROUPS ARE CHARACTERIZED BY DIFFERENTIAL METHYLATION PROFILES; WE RECOGNIZE DNA METHYLATION OF A NUMBER OF SIGNALING PATHWAYS GENES TO BE ALTERED IN CLL, AND ACKNOWLEDGE THE ROLE OF DNA METHYLATION OUTSIDE OF TRADITIONAL CPG ISLAND PROMOTERS AS FUNDAMENTAL PLAYERS IN THE REGULATION OF GENE EXPRESSION. TODAY, THE SIGNIFICANCE AND TIMING OF ALTERED DNA METHYLATION WITHIN THE COMPLEX EPIGENETIC NETWORK OF CONCOMITANT EPIGENETIC MESSENGERS SUCH AS HISTONES AND MIRNAS IS AN INTENSIVE AREA OF RESEARCH. IN CLL, IT APPEARS THAT DNA METHYLATION IS A RATHER STABLE EPIGENETIC MARK OCCURRING RATHER EARLY IN THE DISEASE PATHOGENESIS. HOWEVER, OTHER CONSEQUENCES, SUCH AS HOW AND WHY ABERRANT METHYLATION MARKS OCCUR, ARE LESS EXPLORED. IN THIS REVIEW, WE WILL NOT ONLY PROVIDE A COMPREHENSIVE SUMMARY OF THE CURRENT LITERATURE WITHIN THE EPIGENETICS FIELD OF CLL, BUT ALSO HIGHLIGHT SOME OF THE NOVEL FINDINGS RELATING TO WHEN, WHERE, WHY AND HOW ALTERED DNA METHYLATION MATERIALIZES IN CLL. 2013 20 2689 20 EVOLUTION OF DNA METHYLATION IS LINKED TO GENETIC ABERRATIONS IN CHRONIC LYMPHOCYTIC LEUKEMIA. ALTHOUGH CLONAL SELECTION BY GENETIC DRIVER ABERRATIONS IN CANCER IS WELL DOCUMENTED, THE ABILITY OF EPIGENETIC ALTERATIONS TO PROMOTE TUMOR EVOLUTION IS UNDEFINED. WE USED 450K ARRAYS AND NEXT-GENERATION SEQUENCING TO EVALUATE INTRATUMOR HETEROGENEITY AND EVOLUTION OF DNA METHYLATION AND GENETIC ABERRATIONS IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). CLL CASES EXHIBIT VAST INTERPATIENT DIFFERENCES IN INTRATUMOR METHYLATION HETEROGENEITY, WITH GENETICALLY CLONAL CASES MAINTAINING LOW METHYLATION HETEROGENEITY AND UP TO 10% OF TOTAL CPGS IN A MONOALLELICALLY METHYLATED STATE. INCREASING METHYLATION HETEROGENEITY CORRELATES WITH ADVANCED GENETIC SUBCLONAL COMPLEXITY. SELECTION OF NOVEL DNA METHYLATION PATTERNS IS OBSERVED ONLY IN CASES THAT UNDERGO GENETIC EVOLUTION, AND INDEPENDENT GENETIC EVOLUTION IS UNCOMMON AND IS RESTRICTED TO LOW-RISK ALTERATIONS. THESE RESULTS REVEAL THAT ALTHOUGH EVOLUTION OF DNA METHYLATION OCCURS IN HIGH-RISK, CLINICALLY PROGRESSIVE CASES, POSITIVE SELECTION OF NOVEL METHYLATION PATTERNS ENTAILS COEVOLUTION OF GENETIC ALTERATION(S) IN CLL. 2014