1 1469 140 DISTINCT EVOLUTIONARY PATHS IN CHRONIC LYMPHOCYTIC LEUKEMIA DURING RESISTANCE TO THE GRAFT-VERSUS-LEUKEMIA EFFECT. LEUKEMIC RELAPSE REMAINS A MAJOR BARRIER TO SUCCESSFUL ALLOGENEIC HEMATOPOIETIC STEM CELL TRANSPLANTATION (ALLO-HSCT) FOR AGGRESSIVE HEMATOLOGIC MALIGNANCIES. THE BASIS FOR RELAPSE OF ADVANCED LYMPHOID MALIGNANCIES REMAINS INCOMPLETELY UNDERSTOOD AND MAY INVOLVE ESCAPE FROM THE GRAFT-VERSUS-LEUKEMIA (GVL) EFFECT. WE HYPOTHESIZED THAT FOR PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) TREATED WITH ALLO-HSCT, LEUKEMIC CELL-INTRINSIC FEATURES INFLUENCE TRANSPLANT OUTCOMES BY DIRECTING THE EVOLUTIONARY TRAJECTORIES OF CLL CELLS. INTEGRATED GENETIC, TRANSCRIPTOMIC, AND EPIGENETIC ANALYSES OF CLL CELLS FROM 10 PATIENTS REVEALED THAT THE CLINICAL KINETICS OF POST-HSCT RELAPSE ARE SHAPED BY DISTINCT MOLECULAR DYNAMICS. EARLY RELAPSES AFTER ALLO-HSCT EXHIBITED NOTABLE GENETIC STABILITY; SINGLE CLL CELL TRANSCRIPTIONAL ANALYSIS DEMONSTRATED A CELLULAR HETEROGENEITY THAT WAS STATIC OVER TIME. IN CONTRAST, CLL CELLS RELAPSING LATE AFTER ALLO-HSCT DISPLAYED NOTABLE GENETIC EVOLUTION AND EVIDENCE OF NEOANTIGEN DEPLETION, CONSISTENT WITH MARKED SINGLE-CELL TRANSCRIPTIONAL SHIFTS THAT WERE UNIQUE TO EACH PATIENT. WE OBSERVED A GREATER RATE OF EPIGENETIC CHANGE FOR LATE RELAPSES NOT SEEN IN EARLY RELAPSES OR RELAPSES AFTER CHEMOTHERAPY ALONE, SUGGESTING THAT THE SELECTION PRESSURES OF THE GVL BOTTLENECK ARE UNLIKE THOSE IMPOSED BY CHEMOTHERAPY. NO SELECTIVE ADVANTAGE FOR HUMAN LEUKOCYTE ANTIGEN (HLA) LOSS WAS OBSERVED, EVEN WHEN PRESENT IN PRETRANSPLANT SUBPOPULATIONS. GAIN OF STEM CELL MODULES WAS A COMMON SIGNATURE ASSOCIATED WITH LEUKEMIA RELAPSE REGARDLESS OF POSTTRANSPLANT RELAPSE KINETICS. THESE DATA ELUCIDATE THE BIOLOGICAL PATHWAYS THAT UNDERLIE GVL RESISTANCE AND POSTTRANSPLANT RELAPSE. 2020 2 4487 41 MOLECULARLY TARGETED DRUG COMBINATIONS DEMONSTRATE SELECTIVE EFFECTIVENESS FOR MYELOID- AND LYMPHOID-DERIVED HEMATOLOGIC MALIGNANCIES. TRANSLATING THE GENETIC AND EPIGENETIC HETEROGENEITY UNDERLYING HUMAN CANCERS INTO THERAPEUTIC STRATEGIES IS AN ONGOING CHALLENGE. LARGE-SCALE SEQUENCING EFFORTS HAVE UNCOVERED A SPECTRUM OF MUTATIONS IN MANY HEMATOLOGIC MALIGNANCIES, INCLUDING ACUTE MYELOID LEUKEMIA (AML), SUGGESTING THAT COMBINATIONS OF AGENTS WILL BE REQUIRED TO TREAT THESE DISEASES EFFECTIVELY. COMBINATORIAL APPROACHES WILL ALSO BE CRITICAL FOR COMBATING THE EMERGENCE OF GENETICALLY HETEROGENEOUS SUBCLONES, RESCUE SIGNALS IN THE MICROENVIRONMENT, AND TUMOR-INTRINSIC FEEDBACK PATHWAYS THAT ALL CONTRIBUTE TO DISEASE RELAPSE. TO IDENTIFY NOVEL AND EFFECTIVE DRUG COMBINATIONS, WE PERFORMED EX VIVO SENSITIVITY PROFILING OF 122 PRIMARY PATIENT SAMPLES FROM A VARIETY OF HEMATOLOGIC MALIGNANCIES AGAINST A PANEL OF 48 DRUG COMBINATIONS. THE COMBINATIONS WERE DESIGNED AS DRUG PAIRS THAT TARGET NONOVERLAPPING BIOLOGICAL PATHWAYS AND COMPRISE DRUGS FROM DIFFERENT CLASSES, PREFERABLY WITH FOOD AND DRUG ADMINISTRATION APPROVAL. A COMBINATION RATIO (CR) WAS DERIVED FOR EACH DRUG PAIR, AND CRS WERE EVALUATED WITH RESPECT TO DIAGNOSTIC CATEGORIES AS WELL AS AGAINST GENETIC, CYTOGENETIC, AND CELLULAR PHENOTYPES OF SPECIMENS FROM THE TWO LARGEST DISEASE CATEGORIES: AML AND CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). NEARLY ALL TESTED COMBINATIONS INVOLVING A BCL2 INHIBITOR SHOWED ADDITIONAL BENEFIT IN PATIENTS WITH MYELOID MALIGNANCIES, WHEREAS SELECT COMBINATIONS INVOLVING PI3K, CSF1R, OR BROMODOMAIN INHIBITORS SHOWED PREFERENTIAL BENEFIT IN LYMPHOID MALIGNANCIES. EXPANDED ANALYSES OF PATIENTS WITH AML AND CLL REVEALED SPECIFIC PATTERNS OF EX VIVO DRUG COMBINATION EFFICACY THAT WERE ASSOCIATED WITH SELECT GENETIC, CYTOGENETIC, AND PHENOTYPIC DISEASE SUBSETS, WARRANTING FURTHER EVALUATION. THESE FINDINGS HIGHLIGHT THE HEURISTIC VALUE OF AN INTEGRATED FUNCTIONAL GENOMIC APPROACH TO THE IDENTIFICATION OF NOVEL TREATMENT STRATEGIES FOR HEMATOLOGIC MALIGNANCIES. 2017 3 4551 39 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 4 2106 46 EPIGENETIC EVOLUTION AND LINEAGE HISTORIES OF CHRONIC LYMPHOCYTIC LEUKAEMIA. GENETIC AND EPIGENETIC INTRA-TUMORAL HETEROGENEITY COOPERATE TO SHAPE THE EVOLUTIONARY COURSE OF CANCER(1). CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) IS A HIGHLY INFORMATIVE MODEL FOR CANCER EVOLUTION AS IT UNDERGOES SUBSTANTIAL GENETIC DIVERSIFICATION AND EVOLUTION AFTER THERAPY(2,3). THE CLL EPIGENOME IS ALSO AN IMPORTANT DISEASE-DEFINING FEATURE(4,5), AND GROWING POPULATIONS OF CELLS IN CLL DIVERSIFY BY STOCHASTIC CHANGES IN DNA METHYLATION KNOWN AS EPIMUTATIONS(6). HOWEVER, PREVIOUS STUDIES USING BULK SEQUENCING METHODS TO ANALYSE THE PATTERNS OF DNA METHYLATION WERE UNABLE TO DETERMINE WHETHER EPIMUTATIONS AFFECT CLL POPULATIONS HOMOGENEOUSLY. HERE, TO MEASURE THE EPIMUTATION RATE AT SINGLE-CELL RESOLUTION, WE APPLIED MULTIPLEXED SINGLE-CELL REDUCED-REPRESENTATION BISULFITE SEQUENCING TO B CELLS FROM HEALTHY DONORS AND PATIENTS WITH CLL. WE OBSERVED THAT THE COMMON CLONAL ORIGIN OF CLL RESULTS IN A CONSISTENTLY INCREASED EPIMUTATION RATE, WITH LOW VARIABILITY IN THE CELL-TO-CELL EPIMUTATION RATE. BY CONTRAST, VARIABLE EPIMUTATION RATES ACROSS HEALTHY B CELLS REFLECT DIVERSE EVOLUTIONARY AGES ACROSS THE TRAJECTORY OF B CELL DIFFERENTIATION, CONSISTENT WITH EPIMUTATIONS SERVING AS A MOLECULAR CLOCK. HERITABLE EPIMUTATION INFORMATION ALLOWED US TO RECONSTRUCT LINEAGES AT HIGH-RESOLUTION WITH SINGLE-CELL DATA, AND TO APPLY THIS DIRECTLY TO PATIENT SAMPLES. THE CLL LINEAGE TREE SHAPE REVEALED EARLIER BRANCHING AND LONGER BRANCH LENGTHS THAN IN NORMAL B CELLS, REFLECTING RAPID DRIFT AFTER THE INITIAL MALIGNANT TRANSFORMATION AND A GREATER PROLIFERATIVE HISTORY. INTEGRATION OF SINGLE-CELL BISULFITE SEQUENCING ANALYSIS WITH SINGLE-CELL TRANSCRIPTOMES AND GENOTYPING CONFIRMED THAT GENETIC SUBCLONES MAPPED TO DISTINCT CLADES, AS INFERRED SOLELY ON THE BASIS OF EPIMUTATION INFORMATION. FINALLY, TO EXAMINE POTENTIAL LINEAGE BIASES DURING THERAPY, WE PROFILED SERIAL SAMPLES DURING IBRUTINIB-ASSOCIATED LYMPHOCYTOSIS, AND IDENTIFIED CLADES OF CELLS THAT WERE PREFERENTIALLY EXPELLED FROM THE LYMPH NODE AFTER TREATMENT, MARKED BY DISTINCT TRANSCRIPTIONAL PROFILES. THE SINGLE-CELL INTEGRATION OF GENETIC, EPIGENETIC AND TRANSCRIPTIONAL INFORMATION THUS CHARTS THE LINEAGE HISTORY OF CLL AND ITS EVOLUTION WITH THERAPY. 2019 5 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 6 1046 23 CLINICAL DEVELOPMENT OF DECITABINE AS A PROTOTYPE FOR AN EPIGENETIC DRUG PROGRAM. THIS REVIEW HIGHLIGHTS DECITABINE AS A PROTOTYPE EPIGENETIC MODIFYING DRUG TO SHOW HOW THE CLINICAL DEVELOPMENT OF EPIGENETIC AGENTS DIFFERS FROM THAT OF TRADITIONAL CYTOTOXIC CHEMOTHERAPIES. DECITABINE, A CYTOSINE ANALOGUE, IS CYTOTOXIC AT HIGH DOSES BUT HAS SELECTIVE DNA DEMETHYLATING ACTIVITY AT LOW DOSES. THE FOCUS OF CURRENT DECITABINE INVESTIGATIONS IS TWOFOLD: TO ELUCIDATE ALL OF THE MECHANISMS OF ACTION AND TO DETERMINE THE OPTIMAL DOSE, SCHEDULE, AND CONCOMITANT THERAPIES. NEW PHASE I TRIALS HAVE IDENTIFIED A "BIOLOGICALLY EFFECTIVE DOSE," WHICH IS 1 TO 2 LOGS LOWER THAN THE CYTOTOXIC DOSE. A CLINICAL DEVELOPMENT PROGRAM WITH LOW-DOSE DECITABINE IN MALIGNANT DISEASES IS FOCUSED ON MYELODYSPLASTIC SYNDROME (MDS), ACUTE MYELOGENOUS LEUKEMIA (AML), AND CHRONIC MYELOGENOUS LEUKEMIA (CML). A PHASE III TRIAL IN MDS SHOWED OBJECTIVE RESPONSES (COMPLETE [CR] PLUS PARTIAL [PR] REMISSION) AND LONGER MEDIAN TIME TO PROGRESSION TO AML OR DEATH WITH DECITABINE THAN WITH SUPPORTIVE CARE ALONE. THE OPTIMAL USE OF DECITABINE MAY BE IN COMBINATION WITH OTHER AGENTS THAT PROMOTE GENE EXPRESSION, NAMELY, HISTONE DEACETYLASE (HDAC) INHIBITORS. OPTIMIZED DECITABINE DOSES AND COMBINATIONS WITH OTHER EPIGENETIC THERAPIES THAT CAN BE USED AT MINIMALLY TOXIC DOSES PROVIDE POTENTIALLY SAFER THERAPEUTIC OPTIONS AND INTRODUCE NOVEL COMBINATION THERAPIES. 2005 7 1616 27 DNA METHYLTRANSFERASE AND HISTONE DEACETYLASE INHIBITORS IN THE TREATMENT OF MYELODYSPLASTIC SYNDROMES. THE RECENTLY APPROVED DRUGS 5-AZACITIDINE (5AC) AND 5-AZA-2'-DEOXYAZACYTIDINE (DAC) ARE IN WIDE CLINICAL USE FOR THE TREATMENT OF MYELODYSPLASTIC SYNDROME (MDS) OF ALL TYPES AND CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML). THESE AGENTS WERE DEVELOPED BASED UPON AN UNDERSTANDING OF THE IMPORTANCE OF EPIGENETIC CHANGES IN MALIGNANCY, AND THEY HAVE BEEN EVALUATED IN RANDOMIZED CLINICAL TRIALS, WHICH DEMONSTRATE RESPONSE RATES BETWEEN 20% AND 40% IN PATIENTS FOR WHOM NO PREVIOUS STANDARD OF CARE WAS AVAILABLE. AS UNDERSTANDING OF THE EPIGENETIC CHANGES CHARACTERISTIC OF THE MALIGNANT PHENOTYPE IMPROVES, WE ARE ABLE TO TARGET OTHER REGULATORS OF CHROMATIN CONFORMATION THAT CONTRIBUTE TO ABERRANT GENE TRANSCRIPTION AND DYSREGULATED CELL GROWTH. THE HISTONE DEACETYLASE (HDAC) INHIBITORS BELONG TO ONE CLASS OF THERAPEUTICS DEVELOPED USING THIS PARADIGM. ALTHOUGH RESPONSES USING HDAC INHIBITORS ALONE IN MDS HAVE BEEN MODEST, ROBUST PRECLINICAL DATA DRIVE CLINICAL TRIALS IN WHICH THEY ARE UTILIZED IN COMBINATION WITH DNA METHYLTRANSFERASE (DNMT) INHIBITORS. COMBINATION THERAPY OFFERS THE POSSIBILITY OF HEMATOLOGIC IMPROVEMENT AND REMISSION TO MYELODYSPLASTIC PATIENTS WITH PREVIOUSLY UNTREATABLE DISEASE. 2008 8 2494 18 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 9 1561 31 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 10 2966 31 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 11 913 29 CHRONIC FLT3-ITD SIGNALING IN ACUTE MYELOID LEUKEMIA IS CONNECTED TO A SPECIFIC CHROMATIN SIGNATURE. ACUTE MYELOID LEUKEMIA (AML) IS CHARACTERIZED BY RECURRENT MUTATIONS THAT AFFECT THE EPIGENETIC REGULATORY MACHINERY AND SIGNALING MOLECULES, LEADING TO A BLOCK IN HEMATOPOIETIC DIFFERENTIATION. CONSTITUTIVE SIGNALING FROM MUTATED GROWTH FACTOR RECEPTORS IS A MAJOR DRIVER OF LEUKEMIC GROWTH, BUT HOW ABERRANT SIGNALING AFFECTS THE EPIGENOME IN AML IS LESS UNDERSTOOD. FURTHERMORE, AML CELLS UNDERGO EXTENSIVE CLONAL EVOLUTION, AND THE MUTATIONS IN SIGNALING GENES ARE OFTEN SECONDARY EVENTS. TO ELUCIDATE HOW CHRONIC GROWTH FACTOR SIGNALING ALTERS THE TRANSCRIPTIONAL NETWORK IN AML, WE PERFORMED A SYSTEM-WIDE MULTI-OMICS STUDY OF PRIMARY CELLS FROM PATIENTS SUFFERING FROM AML WITH INTERNAL TANDEM DUPLICATIONS IN THE FLT3 TRANSMEMBRANE DOMAIN (FLT3-ITD). THIS STRATEGY REVEALED COOPERATION BETWEEN THE MAP KINASE (MAPK) INDUCIBLE TRANSCRIPTION FACTOR AP-1 AND RUNX1 AS A MAJOR DRIVER OF A COMMON, FLT3-ITD-SPECIFIC GENE EXPRESSION AND CHROMATIN SIGNATURE, DEMONSTRATING A MAJOR IMPACT OF MAPK SIGNALING PATHWAYS IN SHAPING THE EPIGENOME OF FLT3-ITD AML. 2015 12 1307 34 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 13 1068 33 CLL INTRACLONAL FRACTIONS EXHIBIT ESTABLISHED AND RECENTLY ACQUIRED PATTERNS OF DNA METHYLATION. INTRACLONAL SUBPOPULATIONS OF CIRCULATING CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) CELLS WITH DIFFERENT PROLIFERATIVE HISTORIES AND RECIPROCAL SURFACE EXPRESSION OF CXCR4 AND CD5 HAVE BEEN OBSERVED IN THE PERIPHERAL BLOOD OF CLL PATIENTS AND NAMED PROLIFERATIVE (PF), INTERMEDIATE (IF), AND RESTING (RF) CELLULAR FRACTIONS. HERE, WE FOUND THAT THESE INTRACLONAL CIRCULATING FRACTIONS SHARE PERSISTENT DNA METHYLATION SIGNATURES LARGELY ASSOCIATED WITH THE MUTATION STATUS OF THE IMMUNOGLOBULIN HEAVY CHAIN LOCUS (IGHV) AND THEIR ORIGINS FROM DISTINCT STAGES OF DIFFERENTIATION OF ANTIGEN-EXPERIENCED B CELLS. INCREASED LEUKEMIC BIRTH RATE, HOWEVER, SHOWED A VERY LIMITED IMPACT ON DNA METHYLATION OF CIRCULATING CLL FRACTIONS INDEPENDENT OF IGHV MUTATION STATUS. ADDITIONALLY, DNA METHYLATION HETEROGENEITY INCREASED AS LEUKEMIC CELLS ADVANCED FROM PF TO RF IN THE PERIPHERAL BLOOD. THIS FREQUENTLY CO-OCCURRED WITH HETEROCHROMATIN HYPOMETHYLATION AND HYPERMETHYLATION OF POLYCOMB-REPRESSED REGIONS IN THE PF, SUGGESTING ACCUMULATION OF LONGEVITY-ASSOCIATED EPIGENETIC FEATURES IN RECENTLY BORN CELLS. ON THE OTHER HAND, TRANSCRIPTIONAL DIFFERENCES BETWEEN PAIRED INTRACLONAL FRACTIONS CONFIRMED THEIR PROLIFERATIVE EXPERIENCE AND FURTHER SUPPORTED A LINEAR ADVANCEMENT FROM PF TO RF IN THE PERIPHERAL BLOOD. SEVERAL OF THESE DIFFERENTIALLY EXPRESSED GENES SHOWED UNIQUE ASSOCIATIONS WITH CLINICAL OUTCOME NOT EVIDENT IN THE BULK CLONE, SUPPORTING THE PATHOLOGICAL AND THERAPEUTIC RELEVANCE OF STUDYING INTRACLONAL CLL FRACTIONS. WE CONCLUDE THAT INDEPENDENT METHYLATION AND TRANSCRIPTIONAL LANDSCAPES REFLECT BOTH PREEXISTING CELL-OF-ORIGIN FINGERPRINTS AND MORE RECENTLY ACQUIRED HALLMARKS ASSOCIATED WITH THE LIFE CYCLE OF CIRCULATING CLL CELLS. 2020 14 5687 25 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 15 2689 24 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 16 3234 27 HEMATOPOIETIC AND CHRONIC MYELOID LEUKEMIA STEM CELLS: MULTI-STABILITY VERSUS LINEAGE RESTRICTION. THERE IS COMPELLING EVIDENCE TO SUPPORT THE VIEW THAT THE CELL-OF-ORIGIN FOR CHRONIC MYELOID LEUKEMIA IS A HEMATOPOIETIC STEM CELL. UNLIKE NORMAL HEMATOPOIETIC STEM CELLS, THE PROGENY OF THE LEUKEMIA STEM CELLS ARE PREDOMINANTLY NEUTROPHILS DURING THE DISEASE CHRONIC PHASE AND THERE IS A MILD ANEMIA. THE HALLMARK ONCOGENE FOR CHRONIC MYELOID LEUKEMIA IS THE BCR-ABLP210 FUSION GENE. VARIOUS STUDIES HAVE EXCLUDED A ROLE FOR BCR-ABLP210 EXPRESSION IN MAINTAINING THE POPULATION OF LEUKEMIA STEM CELLS. STUDIES OF BCR-ABLP210 EXPRESSION IN EMBRYONAL STEM CELLS THAT WERE DIFFERENTIATED INTO HEMATOPOIETIC STEM CELLS AND OF THE EXPRESSION IN TRANSGENIC MICE HAVE REVEALED THAT BCR-ABLP210 IS ABLE TO VEER HEMATOPOIETIC STEM AND PROGENITOR CELLS TOWARDS A MYELOID FATE. FOR THE TRANSGENIC MICE, GLOBAL CHANGES TO THE EPIGENETIC LANDSCAPE WERE OBSERVED. IN CHRONIC MYELOID LEUKEMIA, THE ABILITY OF THE LEUKEMIA STEM CELLS TO CHOOSE FROM THE MANY FATES THAT ARE AVAILABLE TO NORMAL HEMATOPOIETIC STEM CELLS APPEARS TO BE DEREGULATED BY BCR-ABLP210 AND CHANGES TO THE EPIGENOME ARE ALSO IMPORTANT. EVEN SO, WE STILL DO NOT HAVE A PRECISE PICTURE AS TO WHY NEUTROPHILS ARE ABUNDANTLY PRODUCED IN CHRONIC MYELOID LEUKEMIA. 2022 17 2652 24 EPIGENOMICS OF LEUKEMIA: FROM MECHANISMS TO THERAPEUTIC APPLICATIONS. LEUKEMOGENESIS IS A MULTISTEP PROCESS IN WHICH SUCCESSIVE TRANSFORMATIONAL EVENTS ENHANCE THE ABILITY OF A CLONAL POPULATION ARISING FROM HEMATOPOIETIC PROGENITOR CELLS TO PROLIFERATE, DIFFERENTIATE AND SURVIVE. CLINICALLY AND PATHOLOGICALLY, LEUKEMIA IS SUBDIVIDED INTO FOUR MAIN CATEGORIES: CHRONIC LYMPHOCYTIC LEUKEMIA, CHRONIC MYELOID LEUKEMIA, ACUTE LYMPHOCYTIC LEUKEMIA AND ACUTE MYELOID LEUKEMIA. LEUKEMIA HAS BEEN PREVIOUSLY CONSIDERED ONLY AS A GENETIC DISEASE. HOWEVER, IN RECENT YEARS, SIGNIFICANT ADVANCES HAVE BEEN MADE IN THE ELUCIDATION OF THE LEUKEMOGENESIS-ASSOCIATED PROCESSES. THUS, WE HAVE COME TO UNDERSTAND THAT EPIGENETIC ALTERATIONS INCLUDING DNA METHYLATION, HISTONE MODIFICATIONS AND MIRNA ARE INVOLVED IN THE PERMANENT CHANGES OF GENE EXPRESSION CONTROLLING THE LEUKEMIA PHENOTYPE. IN THIS ARTICLE, WE WILL FOCUS ON THE EPIGENETIC DEFECTS ASSOCIATED WITH LEUKEMIA AND THEIR IMPLICATIONS AS BIOMARKERS FOR DIAGNOSTIC, PROGNOSTIC AND THERAPEUTIC APPLICATIONS. 2011 18 1507 28 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 19 3089 30 GENOMIC AND EPIGENOMIC ALTERATIONS IN CHRONIC LYMPHOCYTIC LEUKEMIA. CHRONIC LYMPHOCYTIC LEUKEMIA IS A COMMON DISEASE IN WESTERN COUNTRIES AND HAS HETEROGENEOUS CLINICAL BEHAVIOR. THE RELEVANCE OF THE GENETIC BASIS OF THE DISEASE HAS COME TO THE FOREFRONT RECENTLY, WITH GENOME-WIDE STUDIES THAT HAVE PROVIDED A COMPREHENSIVE VIEW OF STRUCTURAL VARIANTS, SOMATIC MUTATIONS, AND DIFFERENT LAYERS OF EPIGENETIC CHANGES. THE MUTATIONAL LANDSCAPE IS CHARACTERIZED BY RELATIVELY COMMON COPY NUMBER ALTERATIONS, A FEW MUTATED GENES OCCURRING IN 10-15% OF CASES, AND A LARGE NUMBER OF GENES MUTATED IN A SMALL NUMBER OF CASES. THE EPIGENOMIC PROFILE HAS REVEALED A MARKED REPROGRAMMING OF REGULATORY REGIONS IN TUMOR CELLS COMPARED WITH NORMAL B CELLS. ALL OF THESE ALTERATIONS ARE DIFFERENTIALLY DISTRIBUTED IN CLINICAL AND BIOLOGICAL SUBSETS OF THE DISEASE, INDICATING THAT THEY MAY UNDERLIE THE HETEROGENEOUS EVOLUTION OF THE DISEASE. THESE GLOBAL STUDIES ARE REVEALING THE MOLECULAR COMPLEXITY OF CHRONIC LYMPHOCYTIC LEUKEMIA AND PROVIDE NEW PERSPECTIVES THAT HAVE HELPED TO UNDERSTAND ITS PATHOGENIC MECHANISMS AND IMPROVE THE CLINICAL MANAGEMENT OF PATIENTS. 2020 20 160 24 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