1 5245 146 PROGNOSTIC RELEVANCE OF INTEGRATED GENETIC PROFILING IN ADULT T-CELL LEUKEMIA/LYMPHOMA. ADULT T-CELL LEUKEMIA/LYMPHOMA (ATL) IS A HETEROGENEOUS GROUP OF PERIPHERAL T-CELL MALIGNANCIES CHARACTERIZED BY HUMAN T-CELL LEUKEMIA VIRUS TYPE-1 INFECTION, WHOSE GENETIC PROFILE HAS RECENTLY BEEN FULLY INVESTIGATED. HOWEVER, IT IS STILL POORLY UNDERSTOOD HOW THESE ALTERATIONS AFFECT CLINICAL FEATURES AND PROGNOSIS. WE INVESTIGATED THE EFFECTS OF GENETIC ALTERATIONS COMMONLY FOUND IN ATL ON DISEASE PHENOTYPES AND CLINICAL OUTCOMES, BASED ON GENOTYPING DATA OBTAINED FROM 414 AND 463 ATL PATIENTS USING TARGETED-CAPTURE SEQUENCING AND SINGLE NUCLEOTIDE POLYMORPHISM ARRAY KARYOTYPING, RESPECTIVELY. AGGRESSIVE (ACUTE/LYMPHOMA) SUBTYPES WERE ASSOCIATED WITH AN INCREASED BURDEN OF GENETIC AND EPIGENETIC ALTERATIONS, HIGHER FREQUENCIES OF TP53 AND IRF4 MUTATIONS, AND MANY COPY NUMBER ALTERATIONS (CNAS), INCLUDING PD-L1 AMPLIFICATIONS AND CDKN2A DELETIONS, COMPARED WITH INDOLENT (CHRONIC/SMOLDERING) SUBTYPES. BY CONTRAST, STAT3 MUTATIONS WERE MORE CHARACTERISTIC OF INDOLENT ATL. HIGHER NUMBERS OF SOMATIC MUTATIONS AND CNAS SIGNIFICANTLY CORRELATED WITH WORSE SURVIVAL. IN A MULTIVARIATE ANALYSIS INCORPORATING BOTH CLINICAL FACTORS AND GENETIC ALTERATIONS, THE JAPAN CLINICAL ONCOLOGY GROUP PROGNOSTIC INDEX HIGH-RISK, OLDER AGE, PRKCB MUTATIONS, AND PD-L1 AMPLIFICATIONS WERE INDEPENDENT POOR PROGNOSTIC FACTORS IN AGGRESSIVE ATL. IN INDOLENT ATL, IRF4 MUTATIONS, PD-L1 AMPLIFICATIONS, AND CDKN2A DELETIONS WERE SIGNIFICANTLY ASSOCIATED WITH SHORTER SURVIVAL, ALTHOUGH THE CHRONIC SUBTYPE WITH UNFAVORABLE CLINICAL FACTORS WAS ONLY MARGINALLY SIGNIFICANT. THUS, SOMATIC ALTERATIONS CHARACTERIZING AGGRESSIVE DISEASES PREDICT WORSE PROGNOSIS IN INDOLENT ATL, AMONG WHICH PD-L1 AMPLIFICATIONS ARE A STRONG GENETIC PREDICTOR IN BOTH AGGRESSIVE AND INDOLENT ATL. ATL SUBTYPES ARE FURTHER CLASSIFIED INTO MOLECULARLY DISTINCT SUBSETS WITH DIFFERENT PROGNOSIS. GENETIC PROFILING MIGHT CONTRIBUTE TO IMPROVED PROGNOSTICATION AND MANAGEMENT OF ATL PATIENTS. 2018 2 1561 32 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 3 3309 43 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 4 1577 38 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 5 4426 45 MOLECULAR BASIS OF CHRONIC LYMPHOCYTIC LEUKEMIA DIAGNOSIS AND PROGNOSIS. BACKGROUNDS: CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS THE MOST COMMON TYPE OF LEUKEMIA IN ADULTS AND IS CHARACTERIZED BY A CLONAL ACCUMULATION OF MATURE APOPTOSIS-RESISTANT NEOPLASTIC CELLS. IT IS ALSO A HETEROGENEOUS DISEASE WITH A VARIABLE CLINICAL OUTCOME. HERE, WE PRESENT A REVIEW OF CURRENTLY KNOWN (EPI)GENETIC ALTERATIONS THAT ARE RELATED TO THE ETIOLOGY, PROGRESSION AND CHEMO-REFRACTORINESS OF CLL. RELEVANT LITERATURE WAS IDENTIFIED THROUGH A PUBMED SEARCH (1994-2014) OF ENGLISH-LANGUAGE PAPERS USING THE TERMS CLL, SIGNALING PATHWAY, CYTOGENETIC ABNORMALITY, SOMATIC MUTATION, EPIGENETIC ALTERATION AND MICRO-RNA. RESULTS: CLL IS CHARACTERIZED BY THE PRESENCE OF GROSS CHROMOSOMAL ABNORMALITIES, EPIGENETIC ALTERATIONS, MICRO-RNA EXPRESSION ALTERATIONS, IMMUNOGLOBULIN HEAVY CHAIN GENE MUTATIONS AND OTHER GENETIC LESIONS. THE EXPRESSION OF UNMUTATED IMMUNOGLOBULIN HEAVY CHAIN VARIABLE REGION (IGHV) GENES, ZAP-70 AND CD38 PROTEINS, THE OCCURRENCE OF CHROMOSOMAL ABNORMALITIES SUCH AS 17P AND 11Q DELETIONS AND MUTATIONS OF THE NOTCH1, SF3B1 AND BIRC3 GENES HAVE BEEN ASSOCIATED WITH A POOR PROGNOSIS. IN ADDITION, MUTATIONS IN TUMOR SUPPRESSOR GENES, SUCH AS TP53 AND ATM, HAVE BEEN ASSOCIATED WITH REFRACTORINESS TO CONVENTIONAL CHEMOTHERAPEUTIC AGENTS. MICRO-RNA EXPRESSION ALTERATIONS AND ABERRANT METHYLATION PATTERNS IN GENES THAT ARE SPECIFICALLY DEREGULATED IN CLL, INCLUDING THE BCL-2, TCL1 AND ZAP-70 GENES, HAVE ALSO BEEN ENCOUNTERED AND LINKED TO DISTINCT CLINICAL PARAMETERS. CONCLUSIONS: SPECIFIC CHROMOSOMAL ABNORMALITIES AND GENE MUTATIONS MAY SERVE AS DIAGNOSTIC AND PROGNOSTIC INDICATORS FOR DISEASE PROGRESSION AND SURVIVAL. THE IDENTIFICATION OF THESE ANOMALIES BY STATE-OF-THE-ART MOLECULAR (CYTO)GENETIC TECHNIQUES SUCH AS FLUORESCENCE IN SITU HYBRIDIZATION (FISH), COMPARATIVE GENOMIC HYBRIDIZATION (CGH), SINGLE NUCLEOTIDE POLYMORPHISM (SNP) MICROARRAY-BASED GENOMIC PROFILING AND NEXT-GENERATION SEQUENCING (NGS) CAN BE OF PARAMOUNT HELP FOR THE CLINICAL MANAGEMENT OF THESE PATIENTS, INCLUDING OPTIMAL TREATMENT DESIGN. THE EFFICACY OF NOVEL THERAPEUTICS SHOULD TO BE TESTED ACCORDING TO THE PRESENCE OF THESE MOLECULAR LESIONS IN CLL PATIENTS. 2015 6 2689 25 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 7 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 8 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 9 2966 27 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 4487 40 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 11 4760 47 NOVEL TREATMENTS OF ADULT T CELL LEUKEMIA LYMPHOMA. ADULT T CELL LEUKEMIA-LYMPHOMA (ATL) IS AN AGGRESSIVE MALIGNANCY SECONDARY TO CHRONIC INFECTION WITH THE HUMAN T CELL LEUKEMIA VIRUS TYPE I (HTLV-I) RETROVIRUS. ATL CARRIES A DISMAL PROGNOSIS. ATL CLASSIFIES INTO FOUR SUBTYPES (ACUTE, LYMPHOMA, CHRONIC, AND SMOLDERING) WHICH DISPLAY DIFFERENT CLINICAL FEATURES, PROGNOSIS AND RESPONSE TO THERAPY, HENCE REQUIRING DIFFERENT CLINICAL MANAGEMENT. SMOLDERING AND CHRONIC SUBTYPES RESPOND WELL TO ANTIRETROVIRAL THERAPY USING THE COMBINATION OF ZIDOVUDINE (AZT) AND INTERFERON-ALPHA (IFN) WITH A SIGNIFICANT PROLONGATION OF SURVIVAL. CONVERSELY, THE WATCH AND WAIT STRATEGY OR CHEMOTHERAPY FOR THESE INDOLENT SUBTYPES ALLIES WITH A POOR LONG-TERM OUTCOME. ACUTE ATL IS ASSOCIATED WITH CHEMO-RESISTANCE AND DISMAL PROGNOSIS. LYMPHOMA SUBTYPES RESPOND BETTER TO INTENSIVE CHEMOTHERAPY BUT SURVIVAL REMAINS POOR. ALLOGENEIC HEMATOPOIETIC STEM CELL TRANSPLANTATION (HSCT) RESULTS IN LONG-TERM SURVIVAL IN ROUGHLY ONE THIRD OF TRANSPLANTED PATIENTS BUT ONLY A SMALL PERCENTAGE OF PATIENTS CAN MAKE IT TO TRANSPLANT. OVERALL, CURRENT TREATMENTS OF AGGRESSIVE ATL ARE NOT SATISFACTORY. PROGNOSIS OF REFRACTORY OR RELAPSED PATIENTS IS DISMAL WITH SOME ENCOURAGING RESULTS WHEN USING LENALIDOMIDE OR MOGAMULIZUMAB. TO OVERCOME RESISTANCE AND PREVENT RELAPSE, PRECLINICAL OR PILOT CLINICAL STUDIES USING TARGETED THERAPIES SUCH AS ARSENIC/IFN, MONOCLONAL ANTIBODIES, EPIGENETIC THERAPIES ARE PROMISING BUT WARRANT FURTHER CLINICAL INVESTIGATION. ANTI-ATL VACCINES INCLUDING TAX PEPTIDE-PULSED DENDRITIC CELLS, INDUCED TAX-SPECIFIC CTL RESPONSES IN ATL PATIENTS. FINALLY, BASED ON THE PROGRESS IN UNDERSTANDING THE PATHOPHYSIOLOGY OF ATL, AND THE RISK-ADAPTED TREATMENT APPROACHES TO DIFFERENT ATL SUBTYPES, TREATMENT STRATEGIES OF ATL SHOULD TAKE INTO ACCOUNT THE HOST IMMUNE RESPONSES AND THE HOST MICROENVIRONMENT INCLUDING HTLV-1 INFECTED NON-MALIGNANT CELLS. HEREIN, WE WILL PROVIDE A SUMMARY OF NOVEL TREATMENTS OF ATL IN VITRO, IN VIVO, AND IN EARLY CLINICAL TRIALS. 2020 12 5687 36 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 13 536 34 ASXL1 MUTATIONS PREDICT INFERIOR MOLECULAR RESPONSE TO NILOTINIB TREATMENT IN CHRONIC MYELOID LEUKEMIA. GENE MUTATIONS INDEPENDENT OF BCR::ABL1 HAVE BEEN IDENTIFIED IN NEWLY DIAGNOSED PATIENTS WITH CHRONIC MYELOID LEUKEMIA (CML) IN CHRONIC PHASE, WHEREBY MUTATIONS IN EPIGENETIC MODIFIER GENES WERE MOST COMMON. THESE FINDINGS PROMPTED THE SYSTEMATIC ANALYSIS OF PREVALENCE, DYNAMICS, AND PROGNOSTIC SIGNIFICANCE OF SUCH MUTATIONS, IN A CLINICALLY WELL-CHARACTERIZED PATIENT POPULATION OF 222 CML PATIENTS FROM THE TIGER STUDY (CML-V) BY TARGETED NEXT-GENERATION SEQUENCING COVERING 54 MYELOID LEUKEMIA-ASSOCIATED GENES. IN TOTAL, 53/222 CML PATIENTS (24%) CARRIED 60 MUTATIONS AT DIAGNOSIS WITH ASXL1 BEING MOST COMMONLY AFFECTED (N = 20). TO STUDY MUTATION DYNAMICS, LONGITUDINAL DEEP SEQUENCING ANALYSIS OF SERIAL SAMPLES WAS PERFORMED IN 100 PATIENTS AFTER 12, 24, AND 36 MONTHS OF THERAPY. TYPICAL PATTERNS OF CLONAL EVOLUTION INCLUDED ERADICATION, PERSISTENCE, AND EMERGENCE OF MUTATED CLONES. PATIENTS CARRYING AN ASXL1 MUTATION AT DIAGNOSIS SHOWED A LESS FAVORABLE MOLECULAR RESPONSE TO NILOTINIB TREATMENT, AS A MAJOR MOLECULAR RESPONSE (MMR) WAS ACHIEVED LESS FREQUENTLY AT MONTH 12, 18, AND 24 COMPARED TO ALL OTHER PATIENTS. PATIENTS WITH ASXL1 MUTATIONS WERE ALSO YOUNGER AND MORE FREQUENTLY FOUND IN THE HIGH RISK CATEGORY, SUGGESTING A CENTRAL ROLE OF CLONAL EVOLUTION ASSOCIATED WITH ASXL1 MUTATIONS IN CML PATHOGENESIS. 2022 14 4530 36 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 15 59 33 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 16 2494 27 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 17 349 31 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 18 3098 35 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 19 3091 21 GENOMIC AND EPIGENOMIC HETEROGENEITY IN CHRONIC LYMPHOCYTIC LEUKEMIA. DEFINING FEATURES OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) ARE NOT ONLY ITS IMMUNOPHENOTYPE OF CD19(+)CD5(+)CD23(+)SIGDIM EXPRESSING CLONAL MATURE B CELLS BUT ALSO ITS HIGHLY VARIABLE CLINICAL COURSE. IN RECENT YEARS, ADVANCES IN MASSIVELY PARALLEL SEQUENCING TECHNOLOGIES HAVE LED TO RAPID PROGRESS IN OUR UNDERSTANDING OF THE CLL GENOME AND EPIGENOME. OVERALL, THESE STUDIES HAVE CLEARLY DEMARCATED NOT ONLY THE VAST DEGREE OF GENETIC AND EPIGENETIC HETEROGENEITY AMONG INDIVIDUALS WITH CLL BUT ALSO EVEN WITHIN INDIVIDUAL PATIENT LEUKEMIAS. WE HEREIN REVIEW THE RAPIDLY GROWING SERIES OF STUDIES ASSESSING THE GENETIC AND EPIGENETIC FEATURES OF CLL WITHIN CLINICALLY DEFINED PERIODS OF ITS GROWTH. THESE STUDIES STRONGLY SUGGEST AN EVOLVING SPECTRUM OF LESIONS OVER TIME AND THAT THESE FEATURES MAY HAVE CLINICAL IMPACT. 2015 20 940 40 CHRONIC LYMPHOCYTIC LEUKEMIA AND MANTLE CELL LYMPHOMA: CROSSROADS OF GENETIC AND MICROENVIRONMENT INTERACTIONS. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) AND MANTLE CELL LYMPHOMA (MCL) ARE 2 WELL-DEFINED ENTITIES THAT DIVERGE IN THEIR BASIC PATHOGENIC MECHANISMS AND CLINICAL EVOLUTION BUT THEY SHARE EPIDEMIOLOGICAL CHARACTERISTICS, CELLS OF ORIGIN, MOLECULAR ALTERATIONS, AND CLINICAL FEATURES THAT DIFFER FROM OTHER LYMPHOID NEOPLASMS. CLL AND MCL ARE CLASSICALLY CONSIDERED INDOLENT AND AGGRESSIVE NEOPLASMS, RESPECTIVELY. HOWEVER, THE CLINICAL EVOLUTION OF BOTH TUMORS IS VERY HETEROGENEOUS, WITH SUBSETS OF PATIENTS HAVING STABLE DISEASE FOR A LONG TIME WHEREAS OTHERS REQUIRE IMMEDIATE INTERVENTION. BOTH CLL AND MCL INCLUDE 2 MAJOR MOLECULAR SUBTYPES THAT SEEM TO DERIVE FROM ANTIGEN-EXPERIENCED CD5(+) B CELLS THAT RETAIN A NAIVE OR MEMORY-LIKE EPIGENETIC SIGNATURE AND CARRY A VARIABLE LOAD OF IMMUNOGLOBULIN HEAVY-CHAIN VARIABLE REGION SOMATIC MUTATIONS FROM TRULY UNMUTATED TO HIGHLY MUTATED, RESPECTIVELY. THESE 2 SUBTYPES OF TUMORS DIFFER IN THEIR MOLECULAR PATHWAYS, GENOMIC ALTERATIONS, AND CLINICAL BEHAVIOR, BEING MORE AGGRESSIVE IN NAIVE-LIKE THAN MEMORY-LIKE-DERIVED TUMORS IN BOTH CLL AND MCL. THE PATHOGENESIS OF THE 2 ENTITIES INTEGRATES THE RELEVANT INFLUENCE OF B-CELL RECEPTOR SIGNALING, TUMOR CELL MICROENVIRONMENT INTERACTIONS, GENOMIC ALTERATIONS, AND EPIGENOME MODIFICATIONS THAT CONFIGURE THE EVOLUTION OF THE TUMORS AND OFFER NEW POSSIBILITIES FOR THERAPEUTIC INTERVENTION. THIS REVIEW WILL FOCUS ON THE SIMILARITIES AND DIFFERENCES OF THESE 2 TUMORS BASED ON RECENT STUDIES THAT ARE ENHANCING THE UNDERSTANDING OF THEIR PATHOGENESIS AND CREATING SOLID BASES FOR NEW MANAGEMENT STRATEGIES. 2018