1 3560 134 IMPACT OF CLINICAL, CYTOGENETIC, AND MOLECULAR PROFILES ON LONG-TERM SURVIVAL AFTER TRANSPLANTATION IN PATIENTS WITH CHRONIC MYELOMONOCYTIC LEUKEMIA. CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) IS A HETEROGENEOUS GROUP OF CLONAL HEMATOPOIETIC MALIGNANCIES WITH VARIABLE CLINICAL AND MOLECULAR FEATURES. WE ANALYZED LONG-TERM RESULTS OF ALLOGENEIC HEMATOPOIETIC CELL TRANSPLANTATION IN PATIENTS WITH CMML AND DETERMINED CLINICAL AND MOLECULAR RISK FACTORS ASSOCIATED WITH OUTCOMES. DATA FROM 129 PATIENTS, AGED 7-74 (MEDIAN 55) YEARS, AT VARIOUS STAGES OF THE DISEASE AND TRANSPLANTED FROM RELATED OR UNRELATED DONORS WERE ANALYZED. USING A PANEL OF 75 GENES SOMATIC MUTATIONS PRESENT BEFORE HEMATOPOIETIC CELL TRANSPLANTATION WERE IDENTIFIED IN 52 PATIENTS. THE PROGRESSION-FREE SURVIVAL RATE AT 10 YEARS WAS 29%. THE MAJOR CAUSE OF DEATH WAS RELAPSE (32%), WHICH WAS SIGNIFICANTLY ASSOCIATED WITH ADVERSE CYTOGENETICS (HAZARD RATIO, 3.77; P=0.0002), CMML PROGNOSTIC SCORING SYSTEM (HAZARD RATIO, 14.3, P=0.01), AND MD ANDERSON PROGNOSTIC SCORES (HAZARD RATIO, 9.4; P=0.005). MORTALITY WAS ASSOCIATED WITH HIGH-RISK CYTOGENETICS (HAZARD RATIO, 1.88; P=0.01) AND HIGH HEMATOPOIETIC CELL TRANSPLANTATION COMORBIDITY INDEX (SCORE >/=4: HAZARD RATIO, 1.99; P=0.01). HIGH OVERALL MUTATION BURDEN (>/=10 MUTATIONS: HAZARD RATIO, 3.4; P=0.02), AND >/=4 MUTATED EPIGENETIC REGULATORY GENES (HAZARD RATIO 5.4; P=0.003) WERE LINKED TO RELAPSE. UNSUPERVISED CLUSTERING OF THE CORRELATION MATRIX REVEALED DISTINCT HIGH-RISK GROUPS WITH UNIQUE ASSOCIATIONS OF MUTATIONS AND CLINICAL FEATURES. CMML WITH A HIGH MUTATION BURDEN APPEARED TO BE DISTINCT FROM HIGH-RISK GROUPS DEFINED BY COMPLEX CYTOGENETICS. NEW TRANSPLANT STRATEGIES MUST BE DEVELOPED TO TARGET SPECIFIC DISEASE SUBGROUPS, STRATIFIED BY MOLECULAR PROFILING AND CLINICAL RISK FACTORS. 2020 2 536 30 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 3 4566 21 MYELOID SOMATIC MUTATION PANEL TESTING IN MYELOPROLIFERATIVE NEOPLASMS. MYELOPROLIFERATIVE NEOPLASMS ARE CHARACTERISED BY SOMATIC MUTATIONS IN PATHWAYS THAT REGULATE CELL PROLIFERATION, EPIGENETIC MODIFICATIONS, RNA SPLICING OR DNA REPAIR. ASSESSMENT OF THE MUTATIONAL PROFILE ASSISTS DIAGNOSIS AND CLASSIFICATION, BUT ALSO AIDS ASSESSMENT OF PROGNOSIS, AND MAY GUIDE THE USE OF EMERGING TARGETED THERAPIES. THE MOST PRACTICAL WAY TO PROVIDE INFORMATION ON NUMEROUS GENETIC VARIANTS IS BY USING MASSIVELY PARALLEL SEQUENCING, COMMONLY IN THE FORM OF DISEASE SPECIFIC NEXT GENERATION SEQUENCING (NGS) PANELS. THIS REVIEW SUMMARISES THE DIAGNOSTIC AND PROGNOSTIC VALUE OF SOMATIC MUTATION TESTING IN PHILADELPHIA-NEGATIVE MYELOPROLIFERATIVE NEOPLASMS: POLYCYTHAEMIA VERA, ESSENTIAL THROMBOCYTHAEMIA, PRIMARY MYELOFIBROSIS, CHRONIC NEUTROPHILIC LEUKAEMIA, SYSTEMIC MASTOCYTOSIS, AND CHRONIC EOSINOPHILIC LEUKAEMIA. NGS PANEL TESTING IS INCREASING IN ROUTINE PRACTICE AND PROMISES TO IMPROVE THE ACCURACY AND EFFICIENCY OF PATHOLOGICAL DIAGNOSIS AND PROGNOSIS. 2021 4 6574 31 TREATMENT OF CHRONIC MYELOMONOCYTIC LEUKEMIA WITH 5-AZACYTIDINE: CASE REPORTS. EPIGENETIC THERAPY WITH HYPOMETHYLATING AGENT (5-AZACYTIDINE; AZA) IS COMMON IN THE MANAGEMENT OF SPECIFIC SUBTYPES OF MYELODYSPLASTIC SYNDROME (MDS), BUT THERE ARE ONLY FEW STUDIES IN CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) PATIENTS. IN THIS PAPER OUR EXPERIENCE WITH 3 CMML PATIENTS TREATED WITH AZA IS DESCRIBED. IN ONE PATIENT TRANSFUSION INDEPENDENCY WAS OBSERVED AFTER 4 TREATMENT CYCLES; IN ONE CASE A PARTIAL RESPONSE WAS RECORDED, BUT A PROGRESSION TO ACUTE MYELOID LEUKEMIA (AML) AFTER 13 AZA CYCLES HAS APPEARED. IN ONE PATIENT, AZA IN REDUCED DOSAGE WAS ADMINISTERED AS A BRIDGING TREATMENT BEFORE ALLOGENEIC STEM CELL TRANSPLANTATION (ASCT), BUT IN THE CONTROL BONE MARROW ASPIRATE (BEFORE ASCT) A PROGRESSION TO AML WAS RECORDED. FUTURE STUDIES ARE MANDATORY FOR EVALUATION OF NEW MOLECULAR AND CLINICAL FEATURES WHICH COULD PREDICT THE EFFICIENCY OF HYPOMETHYLATING AGENTS IN CMML THERAPY WITH RESPECT TO OVERALL SURVIVAL, EVENT-FREE SURVIVAL, QUALITY-ADJUSTED LIFE YEAR, AND PHARMACOECONOMY. 2012 5 957 30 CHRONIC MYELOMONOCYTIC LEUKAEMIA: A CONCISE CLINICAL AND PATHOPHYSIOLOGICAL REVIEW. CHRONIC MYELOMONOCYTIC LEUKAEMIA (CMML) IS A CLONAL HAEMATOPOIETIC STEM CELL DISORDER WITH MYELODYSPLASTIC AND MYELOPROLIFERATIVE OVERLAP FEATURES, AND AN INHERENT TENDENCY TO TRANSFORM TO ACUTE MYELOID LEUKAEMIA. APPROXIMATELY 30% OF PATIENTS PRESENT WITH CLONAL CYTOGENETIC ABNORMALITIES, WHILE ALMOST 90% HAVE MOLECULAR ABERRATIONS INVOLVING EPIGENETIC REGULATION, THE SPLICEOSOME COMPONENT MACHINERY, TUMOUR SUPPRESSOR GENES AND TRANSCRIPTION FACTORS/REGULATORS. NUMEROUS PROGNOSTIC MODELS EXIST FOR CMML, WITH MORE RECENT MODELS INCORPORATING PROGNOSTIC MUTATIONS, SUCH AS THOSE INVOLVING ASXL1. OTHER VARIABLES THAT SEEM TO CONSISTENTLY AFFECT OUTCOMES INCLUDE THE DEGREE OF LEUCOCYTOSIS/MONOCYTOSIS, ANAEMIA AND THROMBOCYTOPENIA. ALLOGENEIC STEM CELL TRANSPLANT REMAINS THE ONLY CURATIVE OPTION FOR CMML, WHILE HYPOMETHYLATING AGENTS CAN BE USED FOR TRANSPLANT-INELIGIBLE PATIENTS OR THOSE WITHOUT SUITABLE STEM CELL SOURCES. TARGETING BIOLOGICAL PATHWAYS ACTIVATED IN CMML OFFERS POTENTIAL HOPE FOR MORE EFFECTIVE AND LESS TOXIC THERAPIES. 2014 6 5245 42 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 7 959 31 CHRONIC MYELOMONOCYTIC LEUKEMIA AND ATYPICAL CHRONIC MYELOID LEUKEMIA: NOVEL PATHOGENETIC LESIONS. CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) AND ATYPICAL CHRONIC MYELOID LEUKEMIA (ACML) ARE DISTINCT, YET RELATED, ENTITIES OF MYELODYSPLASTIC/MYELOPROLIFERATIVE NEOPLASMS (MDS/MPN) CHARACTERIZED BY MORPHOLOGIC DYSPLASIA WITH ACCUMULATION OF MONOCYTES OR NEUTROPHILS, RESPECTIVELY. OUR UNDERSTANDING OF THE MOLECULAR PATHOGENESIS OF CMML AND ACML HAS ADVANCED, MAINLY DUE TO THE APPLICATION OF NOVEL TECHNOLOGIES SUCH AS ARRAY-BASED KARYOTYPING AND NEXT-GENERATION SEQUENCING. IN ADDITION TO PREVIOUSLY KNOWN RECURRENT ABERRATIONS, SOMATIC UNIPARENTAL DISOMY AFFECTING CHROMOSOMES 3, 4, 7, AND 11 FREQUENTLY OCCURS IN CMML. NOVEL SOMATIC MUTATIONS OF GENES, INCLUDING THOSE ASSOCIATED WITH PROLIFERATION SIGNALING (CBL, RAS, RUNX1, JAK2 (V617F)) AND WITH MODIFICATION OF EPIGENETIC STATUS (TET2, ASXL1, UTX, EZH2) HAVE BEEN FOUND. VARIOUS COMBINATIONS OF MUTATIONS SUGGEST A MULTISTEP PATHOGENESIS AND MAY ACCOUNT FOR CLINICAL HETEROGENEITY. MOST RECENTLY, SEVERAL SPLICEOSOME-ASSOCIATED-GENE MUTATIONS WERE REPORTED AND SRSF2 MUTATIONS ARE FREQUENTLY DETECTED IN CMML. THE PROGNOSTIC AND DIAGNOSTIC SIGNIFICANCE OF THESE MOLECULAR LESIONS, IN PARTICULAR THEIR VALUE AS BIOMARKERS OF RESPONSE OR RESISTANCE TO SPECIFIC THERAPIES, WHILE UNCERTAIN NOW IS LIKELY TO BE CLARIFIED AS LARGE SYSTEMATIC STUDIES COME TO COMPLETION. 2012 8 5606 33 RPPA-BASED PROTEOMICS RECOGNIZES DISTINCT EPIGENETIC SIGNATURES IN CHRONIC LYMPHOCYTIC LEUKEMIA WITH CLINICAL CONSEQUENCES. THE CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) ARMAMENTARIUM HAS EVOLVED SIGNIFICANTLY, WITH NOVEL THERAPIES THAT INHIBIT BRUTON TYROSINE KINASE, PI3K DELTA AND/OR THE BCL2 PROTEIN IMPROVING OUTCOMES. STILL, THE CLINICAL COURSE OF CLL PATIENTS IS HIGHLY VARIABLE AND MOST PREVIOUSLY RECOGNIZED PROGNOSTIC FEATURES LACK THE CAPACITY TO PREDICT RESPONSE TO MODERN TREATMENTS INDICATING THE NEED FOR NEW PROGNOSTIC MARKERS. IN THIS STUDY, WE IDENTIFIED FOUR EPIGENETICALLY DISTINCT PROTEOMIC SIGNATURES OF A LARGE COHORT OF CLL AND RELATED DISEASES DERIVED SAMPLES (N = 871) USING REVERSE PHASE PROTEIN ARRAY TECHNOLOGY. THESE SIGNATURES ARE ASSOCIATED WITH CLINICAL FEATURES INCLUDING AGE, CYTOGENETIC ABNORMALITIES [TRISOMY 12, DEL(13Q) AND DEL(17P)], IMMUNOGLOBULIN HEAVY-CHAIN LOCUS (IGHV) MUTATIONAL LOAD, ZAP-70 STATUS, BINET AND RAI STAGING AS WELL AS WITH THE OUTCOME MEASURES OF TIME TO TREATMENT AND OVERALL SURVIVAL. PROTEIN SIGNATURE MEMBERSHIP WAS IDENTIFIED AS PREDICTIVE MARKER FOR OVERALL SURVIVAL REGARDLESS OF OTHER CLINICAL FEATURES. AMONG THE ANALYZED EPIGENETIC PROTEINS, EZH2, HDAC6, AND LOSS OF H3K27ME3 LEVELS WERE THE MOST INDEPENDENTLY ASSOCIATED WITH POOR SURVIVAL. THESE FINDINGS DEMONSTRATE THAT PROTEOMIC BASED EPIGENETIC BIOMARKERS CAN BE USED TO BETTER CLASSIFY CLL PATIENTS AND PROVIDE THERAPEUTIC GUIDANCE. 2022 9 32 40 A CASE OF TYROSINE KINASE INHIBITOR-RESISTANT CHRONIC MYELOID LEUKEMIA, CHRONIC PHASE WITH ASXL1 MUTATION. HEMATOLOGICAL MALIGNANCIES, INCLUDING CHRONIC MYELOID LEUKEMIA (CML), EXHIBIT ASXL1 MUTATIONS; HOWEVER, THE FUNCTION AND MOLECULAR MECHANISM OF THESE MUTATIONS REMAIN UNCLEAR. ASXL1 WAS ORIGINALLY IDENTIFIED AS TUMOR SUPPRESSOR GENE, IN WHICH LOSS OF FUNCTION CAUSES MYELODYSPLASTIC SYNDROME (MDS). ASXL1 MUTATIONS ARE COMMON AND ASSOCIATED WITH DISEASE PROGRESSION IN MYELOID MALIGNANCIES INCLUDING MDS, ACUTE MYELOID LEUKEMIA, AND SIMILARLY IN CML. IN MDS, ASXL1 MUTATIONS HAVE BEEN ASSOCIATED WITH POOR PROGNOSIS; HOWEVER, THE IMPACT OF ASXL1 MUTATIONS IN CML HAS NOT BEEN WELL DESCRIBED. A 31-YEAR-OLD MALE WAS DIAGNOSED AS CML-CHRONIC PHASE (CP). LABORATORY FINDINGS SHOWED A WHITE BLOOD CELL COUNT OF 187,200/MICROL, WITH ASYMPTOMATIC SPLENOMEGALY. BLAST COUNT WAS 5.0% IN PERIPHERAL BLOOD AND 7.3% IN BONE MARROW. THERE WAS NO ADDITIONAL CHROMOSOMAL ABNORMALITY EXCEPT FOR T(9;22)(Q34;Q11.2) BY CHROMOSOMAL ANALYSIS. AT ONSET, THE SOKAL SCORE WAS 1.4, INDICATING HIGH RISK. THE PATIENT RECEIVED TYROSINE KINASE INHIBITOR (TKI) THERAPY, COMPRISING NILOTINIB APPROXIMATELY 600 MG/DAY, BOSUTINIB APPROXIMATELY 600 MG/DAY, PONATINIB APPROXIMATELY 45 MG/DAY, AND DASATINIB APPROXIMATELY 100 MG/DAY. NEVERTHELESS, AFTER 1.5 YEARS OF CONTINUOUS TKI THERAPY, THE BEST OUTCOME WAS A HEMATOLOGICAL RESPONSE. ALTHOUGH ADDITIONAL CHROMOSOMAL ABERRATIONS AND ABL1 KINASE MUTATIONS WERE ANALYZED REPEATEDLY BEFORE AND DURING TKI THERAPY, KNOWN GENETIC ABNORMALITIES WERE NOT DETECTED. THEREAFTER, THE PATIENT UNDERWENT BONE MARROW TRANSPLANTATION FROM AN HLA 7/8 MATCHED UNRELATED DONOR (HLA-CW 1 LOCUS MISMATCH, GRAFT-VERSUS-HOST DIRECTION). THE PATIENT ACHIEVED NEUTROPHIL ENGRAFTMENT, 18 DAYS AFTER TRANSPLANTATION, LEADING TO COMPLETE REMISSION WITH AN UNDETECTABLE LEVEL OF BCR-ABL1 MRNA. THE PATIENT, HOWEVER, DIED FROM GRAFT-VERSUS-HOST DISEASE AND THROMBOTIC MICROANGIOPATHY AFTER 121 DAYS. GENE SEQUENCE ANALYSIS OF HIS CML CELL BEFORE STEM CELL TRANSPLANTATION REVEALED ASXL1 MUTATIONS. PHYSIOLOGICALLY, ASXL1 CONTRIBUTES TO EPIGENETIC REGULATION. IN THE CML-CP PATIENT IN THIS CASE REPORT, ASXL1 MUTATION CONFERRED RESISTANCE TO TKI THROUGH OBSCURE RESISTANCE MECHANISMS. EVEN THOUGH A MOLECULAR MECHANISM FOR TKI RESISTANCE IN ASXL1 MUTATION IN CML HAS REMAINED OBSCURE, EPIGENETIC MODULATION IS A PLAUSIBLE MODE OF CML DISEASE PROGRESSION. THE CLINICAL IMPACT INCLUDING PROGNOSIS OF ASXL1 FOR CML IS UNDERSCORED. AND THE TREATMENT STRATEGY OF CML WITH ASXL1 MUTATION HAS NOT BEEN ESTABLISHED. A DISCUSSION OF THIS CASE WAS EXPECTED TO FACILITATE TREATMENT OPTIONS. 2020 10 4551 46 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 11 3575 42 IMPACT OF MOLECULAR PROFILING ON THE MANAGEMENT OF PATIENTS WITH MYELOFIBROSIS. MYELOFIBROSIS (MF) IS A CHRONIC MYELOPROLIFERATIVE NEOPLASM (MPN) CHARACTERIZED BY A HIGHLY HETEROGENEOUS CLINICAL COURSE, WHICH CAN BE COMPLICATED BY SEVERE CONSTITUTIONAL SYMPTOMS, MASSIVE SPLENOMEGALY, PROGRESSIVE BONE MARROW FAILURE, CARDIOVASCULAR EVENTS, AND DEVELOPMENT OF ACUTE LEUKEMIA. CONSTITUTIVE SIGNALING THROUGH THE JAK-STAT PATHWAY PLAYS A FUNDAMENTAL ROLE IN ITS PATHOGENESIS, GENERALLY DUE TO ACTIVATING MUTATIONS OF JAK2, CALR AND MPL GENES (I.E., THE MPN DRIVER MUTATIONS), PRESENT IN MOST MF PATIENTS. NEXT GENERATION SEQUENCING (NGS) PANEL TESTING HAS SHOWN THAT ADDITIONAL SOMATIC MUTATIONS CAN ALREADY BE DETECTED AT THE TIME OF DIAGNOSIS IN MORE THAN HALF OF PATIENTS, AND THAT THEY ACCUMULATE ALONG THE DISEASE COURSE. THESE MUTATIONS, MOSTLY AFFECTING EPIGENETIC MODIFIERS OR SPLICEOSOME COMPONENTS, MAY COOPERATE WITH MPN DRIVERS TO FAVOR CLONAL DOMINANCE OR INFLUENCE THE CLINICAL PHENOTYPE, AND SOME, SUCH AS HIGH MOLECULAR RISK MUTATIONS, CORRELATE WITH A MORE AGGRESSIVE CLINICAL COURSE WITH POOR TREATMENT RESPONSE. THE CURRENT MAIN ROLE OF MOLECULAR PROFILING IN CLINICAL PRACTICE IS PROGNOSTICATION, PRINCIPALLY FOR SELECTING HIGH-RISK PATIENTS WHO MAY BE CANDIDATES FOR TRANSPLANTATION, THE ONLY CURATIVE TREATMENT FOR MF TO DATE. TO THIS END, CONTEMPORARY PROGNOSTIC MODELS INCORPORATING MOLECULAR DATA ARE USEFUL TOOLS TO DISCRIMINATE DIFFERENT RISK CATEGORIES. ASIDE FROM CERTAIN CLINICAL SITUATIONS, DECISIONS REGARDING MEDICAL TREATMENT ARE NOT BASED ON PATIENT MOLECULAR PROFILING, YET THIS APPROACH MAY BECOME MORE RELEVANT IN NOVEL TREATMENT STRATEGIES, SUCH AS THE USE OF VACCINES AGAINST THE MUTANT FORMS OF JAK2 OR CALR, OR DRUGS DIRECTED AGAINST ACTIONABLE MOLECULAR TARGETS. 2022 12 4562 33 MYELODYSPLASTIC SYNDROME/MYELOPROLIFERATIVE NEOPLASM OVERLAP SYNDROMES: A FOCUSED REVIEW. MYELODYSPLASTIC SYNDROME (MDS)/MYELOPROLIFERATIVE NEOPLASM (MPN) OVERLAP SYNDROMES ARE UNIQUE MYELOID NEOPLASMS, WITH OVERLAPPING FEATURES OF MDS AND MPN. THEY CONSIST OF FOUR ADULT ONSET ENTITIES INCLUDING CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML), MDS/MPN-RING SIDEROBLASTS-THROMBOCYTOSIS (MDS/MPN-RS-T), BCR-ABL1 NEGATIVE ATYPICAL CHRONIC MYELOID LEUKEMIA (ACML) AND MDS/MPN-UNCLASSIFIABLE (MDS/MPN-U); WITH JUVENILE MYELOMONOCYTIC LEUKEMIA (JMML) BEING THE ONLY PEDIATRIC ONSET ENTITY. AMONG THESE OVERLAP NEOPLASMS, CMML IS THE MOST FREQUENT AND IS HALLMARKED BY THE PRESENCE OF SUSTAINED PERIPHERAL BLOOD MONOCYTOSIS WITH RECURRENT MUTATIONS INVOLVING TET2 (60%), SRSF2 (50%) AND ASXL1 (40%); WITH RAS PATHWAY MUTATIONS AND JAK2V617F BEING RELATIVELY ENRICHED IN PROLIFERATIVE CMML SUBTYPES (WBC >/=13 X 109/L). CMML USUALLY PRESENTS IN THE 7TH DECADE OF LIFE, WITH A MALE PREPONDERANCE AND IS ASSOCIATED WITH A MEDIAN OVERALL SURVIVAL OF <36 MONTHS. ADVERSE PROGNOSTICATORS IN CMML INCLUDE INCREASING AGE, HIGH WBC, PRESENCE OF CIRCULATING IMMATURE MYELOID CELLS, ANEMIA, THROMBOCYTOPENIA AND TRUNCATING ASXL1 MUTATIONS. WHILE ALLOGENEIC STEM CELL TRANSPLANTATION REMAINS THE ONLY CURATIVE OPTION, GIVEN THE LATE ONSET OF THIS NEOPLASM AND HIGH FREQUENCY OF COMORBIDITIES, MOST PATIENTS REMAIN INELIGIBLE. HYPOMETHYLATING AGENTS SUCH AS AZACITIDINE, DECITABINE AND ORAL DECITABINE/CEDAZURIDINE HAVE BEEN US FDA APPROVED FOR THE MANAGEMENT OF CMML, WITH OVERALL RESPONSE RATES OF 40-50% AND COMPLETE REMISSION RATES OF <20%. WHILE THESE AGENTS EPIGENETICALLY RESTORE HEMATOPOIESIS IN A SUBSET OF RESPONDING PATIENTS, THEY DO NOT IMPACT MUTATIONAL ALLELE BURDENS AND EVENTUAL DISEASE PROGRESSION TO AML REMAINS INEVITABLE. NEWER TREATMENT MODALITIES EXPLOITING EPIGENETIC, SIGNALING AND SPLICING ABNORMALITIES COMMONLY SEEN IN CMML ARE MUCH NEEDED. 2020 13 958 36 CHRONIC MYELOMONOCYTIC LEUKEMIA - A REVIEW. INTRODUCTION: CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) IS A CLONAL MYELOID NEOPLASM, DENOTED BY OVERLAPPING MYELODYSPLASTIC AND MYELOPROLIFERATIVE FEATURES, WITH POOR OVERALL SURVIVAL AND HIGH TRANSFORMATION RATE TO ACUTE MYELOID LEUKEMIA. AREAS COVERED: THIS REVIEW, FOLLOWING A THOROUGH MEDLINE SEARCH OF PERTINENT PUBLISHED LITERATURE, DISCUSSES THE DIAGNOSTIC CRITERIA, THE PATHOGENESIS, AND THE COMPLEX GENETIC LANDSCAPE OF THE DISEASE. PROGNOSTICATION, RESPONSE CRITERIA, THERAPEUTIC MANAGEMENT OF PATIENTS, EFFICACY OF ESTABLISHED AND NOVEL TREATMENT MODALITIES ARE THOROUGHLY REVIEWED. EXPERT OPINION: CYTOGENETIC ABNORMALITIES AND MUTATIONS IN GENES INVOLVED IN EPIGENETIC AND TRANSCRIPTIONAL REGULATION, AND CELL-SIGNALING ARE ABUNDANT IN CMML AND IMPLICATED IN ITS COMPLEX PATHOGENESIS. AS PRESENCE OF THESE MUTATIONS CARRY A PROGNOSTIC IMPACT, THEY ARE INCREASINGLY INCORPORATED IN RISK-STRATIFICATION SCHEMES. NOVEL RESPONSE CRITERIA HAVE BEEN PROPOSED, CONSIDERING THE UNIQUE FEATURES OF THE DISEASE. ALTHOUGH ALLOGENEIC HEMATOPOIETIC STEM CELL TRANSPLANTATION REMAINS THE ONLY TREATMENT WITH CURATIVE INTENT, IT IS RESERVED FOR A MINORITY OF PATIENTS; THEREFORE, THERE IS AN UNMET NEED FOR OPTIMIZING TREATMENT MODALITIES, SUCH AS HYPOMETHYLATING AGENTS, AND INTRODUCING NOVEL AGENTS, WHICH COULD SUBSTANTIALLY IMPROVE SURVIVAL AND QUALITY OF LIFE OF CMML PATIENTS. CLINICAL TRIALS DEDICATED SPECIFICALLY TO CMML ARE NEEDED TO EXPLORE THE EFFICACY AND SAFETY OF NOVEL TREATMENT MODALITIES. 2021 14 4552 32 MUTATIONAL LANDSCAPE OF CHRONIC MYELOID LEUKEMIA: MORE THAN A SINGLE ONCOGENE LEUKEMIA. THE BCR-ABL1 FUSION GENE, WHICH CAUSES ABERRANT KINASE ACTIVITY AND UNCONTROLLED CELL PROLIFERATION, IS THE HALLMARK OF CHRONIC MYELOID LEUKEMIA (CML). THE DEVELOPMENT OF TYROSINE KINASE INHIBITORS (TKI) THAT TARGET THE BCR-ABL ONCOPROTEIN HAS LED TO DRAMATIC IMPROVEMENT IN CML MANAGEMENT. HOWEVER, SOME CHALLENGES REMAIN TO BE ADDRESSED IN THE TKI ERA, INCLUDING PATIENT STRATIFICATION AND THE SELECTION OF FRONTLINE TKIS AND CML PROGRESSION. ADDITIONALLY, WITH THE EMERGING GOAL OF TREATMENT-FREE REMISSION (TFR) IN CML MANAGEMENT, BIOMARKERS THAT PREDICT THE OUTCOMES OF STOPPING TKI REMAIN TO BE IDENTIFIED. NOTABLY, RECENT REPORTS HAVE REVEALED THE POWER OF GENOME SCREENING IN UNDERSTANDING THE ROLE OF GENOME ABERRATIONS OTHER THAN BCR-ABL1 IN CML PATHOGENESIS. THESE STUDIES HAVE DISCOVERED THE PRESENCE OF DISEASE-PHASE SPECIFIC MUTATIONS AND LINKED CERTAIN MUTATIONS TO INFERIOR RESPONSES TO TKI TREATMENT AND CML PROGRESSION. A PERSONALIZED APPROACH THAT INCORPORATES GENETIC DATA IN TAILORING TREATMENT STRATEGIES HAS BEEN SUCCESSFULLY IMPLEMENTED IN ACUTE LEUKEMIA, AND IT REPRESENTS A PROMISING APPROACH FOR THE MANAGEMENT OF HIGH-RISK CML PATIENTS. IN THIS ARTICLE, WE WILL REVIEW CURRENT KNOWLEDGE ABOUT THE MUTATIONAL PROFILE IN DIFFERENT PHASES OF CML AS WELL AS PATTERNS OF MUTATIONAL DYNAMICS IN PATIENTS HAVING DIFFERENT OUTCOMES. WE HIGHLIGHT THE EFFECTS OF SOMATIC MUTATIONS INVOLVING CERTAIN GENES (E.G. EPIGENETIC MODIFIERS) ON THE OUTCOMES OF TKI TREATMENT. WE ALSO DISCUSS THE POTENTIAL VALUE OF INCORPORATING GENETIC DATA IN TREATMENT DECISIONS AND THE ROUTINE CARE OF CML PATIENTS AS A FUTURE DIRECTION FOR OPTIMIZING CML MANAGEMENT. 2021 15 4557 22 MUTATIONS IN ASXL1 ARE ASSOCIATED WITH POOR PROGNOSIS ACROSS THE SPECTRUM OF MALIGNANT MYELOID DISEASES. THE ASXL1 GENE IS ONE OF THE MOST FREQUENTLY MUTATED GENES IN MALIGNANT MYELOID DISEASES. THE ASXL1 PROTEIN BELONGS TO PROTEIN COMPLEXES INVOLVED IN THE EPIGENETIC REGULATION OF GENE EXPRESSION. ASXL1 MUTATIONS ARE FOUND IN MYELOPROLIFERATIVE NEOPLASMS (MPN), MYELODYSPLASTIC SYNDROMES (MDS), CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) AND ACUTE MYELOID LEUKEMIA (AML). THEY ARE GENERALLY ASSOCIATED WITH SIGNS OF AGGRESSIVENESS AND POOR CLINICAL OUTCOME. BECAUSE OF THIS, A SYSTEMATIC DETERMINATION OF ASXL1 MUTATIONAL STATUS IN MYELOID MALIGNANCIES SHOULD HELP IN PROGNOSIS ASSESSMENT. 2012 16 4555 38 MUTATIONAL SPECTRUM ANALYSIS OF CHRONIC MYELOMONOCYTIC LEUKEMIA INCLUDES GENES ASSOCIATED WITH EPIGENETIC REGULATION: UTX, EZH2, AND DNMT3A. CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML), A MYELODYSPLASTIC/MYELOPROLIFERATIVE NEOPLASM, IS CHARACTERIZED BY MONOCYTIC PROLIFERATION, DYSPLASIA, AND PROGRESSION TO ACUTE MYELOID LEUKEMIA. CMML HAS BEEN ASSOCIATED WITH SOMATIC MUTATIONS IN DIVERSE RECENTLY IDENTIFIED GENES. WE ANALYZED 72 WELL-CHARACTERIZED PATIENTS WITH CMML (N = 52) AND CMML-DERIVED ACUTE MYELOID LEUKEMIA (N = 20) FOR RECURRENT CHROMOSOMAL ABNORMALITIES WITH THE USE OF ROUTINE CYTOGENETICS AND SINGLE NUCLEOTIDE POLYMORPHISM ARRAYS ALONG WITH COMPREHENSIVE MUTATIONAL SCREENING. CYTOGENETIC ABERRATIONS WERE PRESENT IN 46% OF CASES, WHEREAS SINGLE NUCLEOTIDE POLYMORPHISM ARRAY INCREASED THE DIAGNOSTIC YIELD TO 60%. AT LEAST 1 MUTATION WAS FOUND IN 86% OF ALL CASES; NOVEL UTX, DNMT3A, AND EZH2 MUTATIONS WERE FOUND IN 8%, 10%, AND 5.5% OF PATIENTS, RESPECTIVELY. TET2 MUTATIONS WERE PRESENT IN 49%, ASXL1 IN 43%, CBL IN 14%, IDH1/2 IN 4%, KRAS IN 7%, NRAS IN 4%, AND JAK2 V617F IN 1% OF PATIENTS. VARIOUS MUTANT GENOTYPE COMBINATIONS WERE OBSERVED, INDICATING MOLECULAR HETEROGENEITY IN CMML. OUR RESULTS SUGGEST THAT MOLECULAR DEFECTS AFFECTING DISTINCT PATHWAYS CAN LEAD TO SIMILAR CLINICAL PHENOTYPES. 2011 17 5790 30 SRSF2-P95 HOTSPOT MUTATION IS HIGHLY ASSOCIATED WITH ADVANCED FORMS OF MASTOCYTOSIS AND MUTATIONS IN EPIGENETIC REGULATOR GENES. MASTOCYTOSIS IS A RARE AND CHRONIC DISEASE WITH PHENOTYPES RANGING FROM INDOLENT TO SEVERE. PROGNOSIS FOR THIS DISEASE IS VARIABLE AND VERY FEW BIOMARKERS TO PREDICT DISEASE EVOLUTION OR OUTCOME ARE CURRENTLY KNOWN. WE HAVE PERFORMED COMPREHENSIVE SCREENING IN OUR LARGE COHORT OF MASTOCYTOSIS PATIENTS FOR MUTATIONS PREVIOUSLY FOUND IN OTHER MYELOID DISEASES AND THAT COULD SERVE AS PROGNOSTIC INDICATORS. KIT, SRSF2-P95 AND TET2 MUTATIONS WERE BY FAR THE MOST FREQUENT, DETECTED IN 81%, 24% AND 21% OF PATIENTS, RESPECTIVELY. WHERE TET2 AND SRSF2-P95 MUTATION BOTH CORRELATED WITH ADVANCED DISEASE PHENOTYPES, SRSF2-P95 HOTSPOT MUTATION WAS FOUND ALMOST EXCLUSIVELY IN PATIENTS DIAGNOSED WITH ASSOCIATED CLONAL HEMATOLOGIC NON-MAST CELL DISEASE. STATISTICALLY, TET2 AND SRSF2-P95 MUTATIONS WERE HIGHLY ASSOCIATED, SUGGESTING A MECHANISTIC LINK BETWEEN THESE TWO FACTORS. FINALLY, ANALYSIS OF BOTH CLONAL AND SORTED CELL POPULATIONS FROM PATIENTS CONFIRMS THE PRESENCE OF THESE MUTATIONS IN THE MAST CELL COMPONENT OF THE DISEASE, SUGGESTS AN ONTOLOGICAL MUTATION HIERARCHY AND PROVIDES EVIDENCE FOR THE EXPANSION OF MULTIPLE CLONES. THIS HIGHLIGHTS THE PROGNOSTIC POTENTIAL OF SUCH APPROACHES, IF APPLIED SYSTEMATICALLY, FOR DELINEATING THE ROLES OF SPECIFIC MUTATIONS IN PREDISPOSING AND/OR DRIVING DISTINCT DISEASE PHENOTYPES. 2014 18 6437 27 THERAPEUTIC ADVANCES IN LEUKEMIA AND MYELODYSPLASTIC SYNDROME OVER THE PAST 40 YEARS. MAJOR THERAPEUTIC PROGRESS HAS BEEN ACCOMPLISHED IN LEUKEMIA AND MYELODYSPLASTIC SYNDROME (MDS) OVER THE PAST 40 YEARS, WHICH MAY NOT BE FULLY APPRECIATED BY THE LARGER MEDICAL COMMUNITY. THE OBJECTIVE OF THIS REVIEW WAS TO BRIEFLY HIGHLIGHT THE TREATMENT BREAKTHROUGHS IN LEUKEMIA AND MDS. THERAPEUTIC PROGRESS HAPPENED THROUGH BETTER UNDERSTANDING OF DISEASE PATHOPHYSIOLOGIES AND RATIONAL DEVELOPMENT OF TARGETED AGENTS, LIKE IMATINIB MESYLATE IN CHRONIC MYELOID LEUKEMIA (CML), AND THROUGH ASTUTE, EMPIRICAL DISCOVERIES IN THE CLINIC, LIKE ALL-TRANS RETINOIC ACID AND ARSENIC TRIOXIDE IN ACUTE PROMYELOCYTIC LEUKEMIA (APL) AND CHLORODEOXYADENOSINE IN HAIRY CELL LEUKEMIA (HCL). TODAY, THE 5- TO 10-YEAR SURVIVAL RATES IN PATIENTS WITH APL AND HCL EXCEED 80%. IN PATIENTS WITH CML, IMATINIB THERAPY HAS BEEN ASSOCIATED WITH ESTIMATED 5- TO 7-YEAR SURVIVAL RATES FROM 85% TO 90%. IN PATIENTS WITH ADULT ACUTE LYMPHOCYTIC LEUKEMIA, MODERN INTENSIVE REGIMENS HAVE IMPROVED THE 5-YEAR SURVIVAL RATES FROM 20% UP TO 40%. IN PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA, CHEMOIMMUNOTHERAPY RECENTLY PRODUCED HIGH RATES OF QUALITY RESPONSES AND IMPROVED LONG-TERM OUTCOME. IN YOUNGER PATIENTS WITH ACUTE MYELOID LEUKEMIA (AML), THE 5-YEAR SURVIVAL RATES RANGE FROM 40% TO 50%, ALTHOUGH ELDERLY AML REMAINS A THERAPEUTIC CHALLENGE. IN PATIENTS WITH MDS, IT WAS RECENTLY DEMONSTRATED THAT EPIGENETIC THERAPY WITH HYPOMETHYLATING AGENTS IMPROVED SURVIVAL. MUCH THERAPEUTIC PROGRESS HAS BEEN WITNESSED IN LEUKEMIA AND MDS, AND MUCH MORE IS EXPECTED TO OCCUR SOON. 2008 19 962 35 CHRONIC MYELOMONOCYTIC LEUKEMIA: FOCUS ON CLINICAL PRACTICE. CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) IS A CLONAL STEM CELL DISORDER WITH FEATURES THAT OVERLAP THOSE OF MYELODYSPLASTIC SYNDROMES (MDSS) AND MYELOPROLIFERATIVE NEOPLASMS (MPNS). CHRONIC MYELOMONOCYTIC LEUKEMIA OFTEN RESULTS IN PERIPHERAL BLOOD MONOCYTOSIS AND HAS AN INHERENT TENDENCY TO TRANSFORM TO ACUTE MYELOID LEUKEMIA. CLONAL CYTOGENETIC CHANGES ARE SEEN IN APPROXIMATELY 30% OF PATIENTS, AND MOLECULAR ABNORMALITIES ARE SEEN IN MORE THAN 90%. GENE MUTATIONS INVOLVING TET2 ( APPROXIMATELY 60%), SRSF2 ( APPROXIMATELY 50%), ASXL1 ( APPROXIMATELY 40%), AND RAS ( APPROXIMATELY 30%) ARE FREQUENT, WITH NONSENSE AND FRAMESHIFT ASXL1 MUTATIONS BEING THE ONLY MUTATIONS IDENTIFIED THUS FAR TO HAVE AN INDEPENDENT NEGATIVE PROGNOSTIC EFFECT ON OVERALL SURVIVAL. CONTEMPORARY MOLECULARLY INTEGRATED PROGNOSTIC MODELS (INCLUSIVE OF ASXL1 MUTATIONS) INCLUDE THE MOLECULAR MAYO MODEL AND THE GROUPE FRANCAIS DES MYELODYSPLASIES MODEL. GIVEN THE LACK OF FORMAL TREATMENT AND RESPONSE CRITERIA, MANAGEMENT OF CMML IS OFTEN EXTRAPOLATED FROM MDS AND MPN, WITH ALLOGENEIC STEM CELL TRANSPLANT BEING THE ONLY CURATIVE OPTION. HYDROXYUREA AND OTHER CYTOREDUCTIVE AGENTS HAVE BEEN USED TO CONTROL MPN-LIKE FEATURES, WHILE EPIGENETIC MODIFIERS SUCH AS HYPOMETHYLATING AGENTS HAVE BEEN USED FOR MDS-LIKE FEATURES. GIVEN THE RELATIVELY POOR RESPONSE TO THESE AGENTS AND THE INHERENT RISKS ASSOCIATED WITH HEMATOPOIETIC STEM CELL TRANSPLANT, NEWER DRUGS EXPLOITING MOLECULAR AND EPIGENETIC ABNORMALITIES IN CMML ARE BEING DEVELOPED. THE CREATION OF CMML-SPECIFIC RESPONSE CRITERIA IS A MUCH NEEDED STEP IN ORDER TO IMPROVE CLINICAL OUTCOMES. 2016 20 3761 32 INTEGRATING GENETIC AND EPIGENETIC FACTORS IN CHRONIC MYELOID LEUKEMIA RISK ASSESSMENT: TOWARD GENE EXPRESSION-BASED BIOMARKERS. CANCER TREATMENT IS CONSTANTLY EVOLVING FROM A ONE-SIZE-FITS-ALL TOWARDS BESPOKE APPROACHES FOR EACH PATIENT. IN CERTAIN SOLID CANCERS, INCLUDING BREAST AND LUNG, TUMOR GENOME PROFILING HAS BEEN INCORPORATED INTO THERAPEUTIC DECISION-MAKING. FOR CHRONIC PHASE CHRONIC MYELOID LEUKEMIA (CML), WHILE TYROSINE KINASE INHIBITOR THERAPY IS THE STANDARD TREATMENT, CURRENT CLINICAL SCORING SYSTEMS CANNOT ACCURATELY PREDICT THE HETEROGENEOUS TREATMENT OUTCOMES OBSERVED IN PATIENTS. BIOMARKERS CAPABLE OF SEGREGATING PATIENTS ACCORDING TO OUTCOME AT DIAGNOSIS ARE NEEDED TO IMPROVE MANAGEMENT, AND FACILITATE ENROLLMENT IN CLINICAL TRIALS SEEKING TO PREVENT BLAST CRISIS TRANSFORMATION AND IMPROVE THE DEPTH OF MOLECULAR RESPONSES. TO THIS END, GENE EXPRESSION (GE) PROFILING STUDIES HAVE EVALUATED WHETHER GE SIGNATURES AT DIAGNOSIS ARE CLINICALLY INFORMATIVE. PATIENT MATERIAL FROM A VARIETY OF SOURCES HAS BEEN PROFILED USING MICROARRAYS, RNA SEQUENCING AND, MORE RECENTLY, SINGLE-CELL RNA SEQUENCING. HOWEVER, DIFFERENCES IN THE CELL TYPES PROFILED, THE TECHNOLOGIES USED, AND THE INHERENT COMPLEXITIES ASSOCIATED WITH THE INTERPRETATION OF GENOMIC DATA POSE CHALLENGES IN DISTILLING GE DATASETS INTO BIOMARKERS WITH CLINICAL UTILITY. THE GOAL OF THIS PAPER IS TO REVIEW PREVIOUS STUDIES EVALUATING GE PROFILING IN CML, AND EXPLORE THEIR POTENTIAL AS RISK ASSESSMENT TOOLS FOR INDIVIDUALIZED CML TREATMENT. WE ALSO REVIEW THE CONTRIBUTION THAT ACQUIRED MUTATIONS, INCLUDING THOSE SEEN IN CLONAL HEMATOPOIESIS, MAKE TO GE PROFILES, AND HOW A MODEL INTEGRATING CONTRIBUTIONS OF GENETIC AND EPIGENETIC FACTORS IN RESISTANCE TO TYROSINE KINASE INHIBITORS AND BLAST CRISIS TRANSFORMATION CAN DEFINE A ROUTE TO GE-BASED BIOMARKERS. FINALLY, WE OUTLINE A FOUR-STAGE APPROACH FOR THE DEVELOPMENT OF GE-BASED BIOMARKERS IN CML. 2022