1 6040 153 THE CHRONIC MYELOPROLIFERATIVE DISORDERS: CLONALITY AND CLINICAL HETEROGENEITY. THE CHRONIC MYELOPROLIFERATIVE DISORDERS (MPD), POLYCYTHEMIA VERA (PV), CHRONIC IDIOPATHIC MYELOFIBROSIS (IMF), ESSENTIAL THROMBOCYTOSIS (ET), AND CHRONIC MYELOGENOUS LEUKEMIA (CML), ARE THOUGHT TO BE CLONAL DISORDERS ARISING IN A MULTIPOTENT HEMATOPOIETIC PROGENITOR CELL. HOWEVER, ESTABLISHING THE DIAGNOSIS OF AN MPD OTHER THAN CML IS PROBLEMATIC DUE TO A LACK OF CLINICALLY APPLICABLE CLONAL MARKERS. FURTHERMORE, IN SOME PATIENTS, IN WHOM A CLASSICAL MPD PHENOTYPE IS PRESENT, THE HEMATOPOIETIC STEM CELLS APPEAR TO BE POLYCLONAL, SUGGESTING THAT THE CHRONIC MPD OTHER THAN CML MAY ACTUALLY BE A GENETICALLY HETEROGENEOUS GROUP OF DISORDERS. FURTHERMORE, SINCE THE ABERRANT CLONE IS BELIEVED TO ARISE FROM A MULTIPOTENT HEMATOPOIETIC STEM CELL, THE NON-CML CHRONIC MPD-ET, PV, AND IMF-COULD BE RELATED. ADDITIONAL UNRESOLVED ISSUES REGARDING THE MPD INCLUDE: IDENTIFICATION OF THE MULTIPOTENT HEMATOPOIETIC PROGENITOR CELL INVOLVED, THE MOLECULAR BASIS FOR THE CLINICAL HETEROGENEITY AMONGST THE INDIVIDUAL MPD, THE CLINICAL SIGNIFICANCE OF CLONALITY IN NON-CML MPD, AND RECONCILIATION OF THERAPY WITH THE CLONAL AND CLINICAL HETEROGENEITY OF THESE DISORDERS. DETERMINATION OF CLONALITY HAS LARGELY BEEN CARRIED OUT USING X CHROMOSOME-LINKED POLYMORPHISMS, BUT SUCH STUDIES ARE LIMITED TO WOMEN AND WITH INCREASING PATIENT AGE ARE COMPROMISED BY SKEWING OF ALLELIC EXPRESSION IN BOTH NEUTROPHILS AND T LYMPHOCYTES, MAKING THE RESULTS DIFFICULT TO INTERPRET. X CHROMOSOME-LINKED POLYMORPHISM STUDIES HAVE INDICATED THAT IN PV THE TARGET STEM CELL IS ONE THAT GIVES RISE TO BOTH LYMPHOID AND MYELOID PROGENITORS. RECENTLY, TWO EPIGENETIC MARKERS HAVE BEEN IDENTIFIED IN THE MPD: IMPAIRED EXPRESSION OF THE THROMBOPOIETIN RECEPTOR, MPL, IN PLATELETS AND MEGAKARYOCYTES, AND OVEREXPRESSION IN NEUTROPHILS OF THE MRNA OF A GENE DESIGNATED POLYCYTHEMIA RUBRA VERA-1 (PRV-1). THE ROLE OF THESE EPIGENETIC ABNORMALITIES IN THE DIAGNOSIS OF THE MPD REMAINS TO BE ESTABLISHED. CURRENTLY, GIVEN THE UNRESOLVED ISSUES WITH RESPECT TO THE CLINICAL AND CLONAL HETEROGENEITY OF THE MPD, TREATMENT NEEDS TO BE TAILORED INDIVIDUALLY IN PATIENTS WITH AN MPD. 2004 2 964 37 CHRONIC MYELOPROLIFERATIVE DISEASES WITH AND WITHOUT THE PH CHROMOSOME: SOME UNRESOLVED ISSUES. PH-POSITIVE CHRONIC MYELOID LEUKEMIA (CML) AND PH-NEGATIVE CHRONIC MYELOPROLIFERATIVE DISEASES (MPDS), CHARACTERIZED IN MANY CASES BY THE PRESENCE OF THE JAK2(V617F) MUTATION, HAVE MANY FEATURES IN COMMON AND YET ALSO SHOW FUNDAMENTAL DIFFERENCES. IN THIS REVIEW, WE POSE FIVE DISCRETE AND RELATED QUESTIONS RELEVANT TO BOTH CATEGORIES OF HEMATOLOGICAL MALIGNANCY, NAMELY: WHAT ARE THE MECHANISMS THAT UNDERLIE DISEASE PROGRESSION FROM A RELATIVELY BENIGN OR CHRONIC PHASE? BY WHAT THERAPEUTIC METHODS MIGHT ONE TARGET RESIDUAL LEUKEMIA STEM CELLS IN CML? IS JAK2(V617F) THE ORIGINAL MOLECULAR EVENT IN MPD? WHAT EPIGENETIC EVENTS MUST HAVE A ROLE IN DICTATING DISEASE PHENOTYPE IN MPDS? AND FINALLY, WILL THE BENEFITS CONFERRED BY CURRENT OR FUTURE JAK2(V617F) INHIBITORS EQUAL OR EVEN SURPASS THE CLINICAL SUCCESS THAT HAS RESULTED FROM THE USE OF TYROSINE KINASE INHIBITORS IN CML? THESE AND OTHERS QUESTIONS MUST BE ADDRESSED AND IN SOME CASES SHOULD BE ANSWERED IN THE FORESEEABLE FUTURE. 2009 3 6852 38 [MYELOPROLIFERATIVE NEOPLASMS: UPDATES ON MOLECULAR PATHOPHYSIOLOGY, DIAGNOSIS AND TREATMENT STRATEGIES]. MYELOPROLIFERATIVE NEOPLASMS (MPNS) ARE CHRONIC HEMATOPOIETIC STEM CELL DISORDERS, INCLUDING POLYCYTHEMIA VERA, ESSENTIAL THROMBOCYTOSIS, AND PRIMARY MYELOFIBROSIS. THE JAK2V617F MUTATION WAS IDENTIFIED IN 2005, FOLLOWED BY THE DISCOVERY OF THE JAK2 EXON12, MPNW515 MUTATION, AND CALR MUTATION. ABOUT 90% OF PATIENTS WITH BCR/ABL NEGATIVE MPNS HAVE BEEN SHOWN TO HAVE ONE OF THESE DRIVER MUTATIONS. IN ADDITION, MUTATIONS IN EPIGENETIC REGULATORS AND RNA SPLICING GENES WERE FOUND TO CO-EXIST WITH DRIVER MUTATIONS AND TO PLAY CRITICAL ROLES IN THE DISEASE PROGRESSION OF MPNS. CURRENTLY, EVALUATIONS OF THESE GENE MUTATIONS ARE ESSENTIAL FOR THE DIAGNOSIS OF MPNS, AND ARE ALSO NECESSARY FOR ESTIMATING THE CLINICAL COURSE AND THE RISK OF DISEASE PROGRESSION. GUIDELINES FOR THE MANAGEMENT OF MPNS WERE BASED ON THE RESULTS OF LARGE CLINICAL TRIALS. FURTHERMORE, RECENT ADVANCEMENTS IN UNDERSTANDING THE PATHOGENESIS OF MPNS ARE ANTICIPATED TO PROMOTE THE DEVELOPMENT OF MPN-TARGETED THERAPIES SUCH AS JAK2 INHIBITORS. CLINICAL TRIALS FOR PATIENTS WITH PMF AND PV HAVE CONFIRMED THE EFFICACIES OF JAK2 INHIBITORS. 2016 4 4322 39 MICRORNAS IN MYELOPROLIFERATIVE NEOPLASMS. THE CHRONIC MYELOPROLIFERATIVE NEOPLASMS (MPN), INCLUDING POLYCYTHAEMIA VERA (PV), ESSENTIAL THROMBOCYTHAEMIA (ET) AND PRIMARY MYELOFIBROSIS (PMF), ARE CLONAL STEM CELL DISORDERS CHARACTERIZED BY DYSREGULATED HAEMATOPOIETIC STEM CELL EXPANSION AND PRODUCTION OF RED CELLS, WHITE CELLS AND PLATELETS ALONE OR IN COMBINATION. AN ACQUIRED MUTATION JAK2(V617F) CAN BE FOUND IN ALL THREE DISORDERS AND SHOWS MANY OF THE PHENOTYPIC ABNORMALITIES OF THE DISEASES IN MURINE MODELS. THE DISEASE PHENOTYPE IS ALSO INFLUENCED BY OTHER UNKNOWN GENETIC OR EPIGENETIC FACTORS. MICRORNAS (MIRNA) ARE 18-24 NUCLEOTIDE SINGLE-STRANDED NON-PROTEIN-CODING RNAS THAT FUNCTION PRIMARILY AS GENE REPRESSORS BY BINDING TO THEIR TARGET MESSENGER RNAS. THERE IS GROWING EVIDENCE THAT MIRNAS REGULATE HAEMATOPOIESIS IN BOTH HAEMATOPOIETIC STEM CELLS AND COMMITTED PROGENITOR CELLS. HERE, WE REVIEW THE FIELD OF MIRNA BIOLOGY AND ITS REGULATORY ROLES IN NORMAL HAEMATOPOIESIS WITH AN EMPHASIS ON MIRNA DEREGULATIONS IN MPNS. CONTINUED RESEARCH INTO HOW MIRNAS IMPACT JAK2(V617F) CLONAL EXPANSION, DIFFERENTIAL HAEMATOPOIESIS AMONG DIFFERENT MPNS, DISEASE PROGRESSION AND LEUKAEMIA TRANSFORMATION WILL LEAD TO A BETTER UNDERSTANDING OF THE DEVELOPMENT OF THESE DISORDERS, THEIR CLINICAL MANIFESTATIONS, AND THEIR TREATMENT. 2013 5 1043 46 CLINICAL CHARACTERISTICS AND WHOLE EXOME/TRANSCRIPTOME SEQUENCING OF COEXISTING CHRONIC MYELOID LEUKEMIA AND MYELOFIBROSIS. MYELOPROLIFERATIVE NEOPLASMS (MPNS) ARE CLONAL HEMATOPOIETIC STEM CELL (HSC) DISORDERS THAT CAN BE CLASSIFIED ON THE BASIS OF GENETIC, CLINICAL, PHENOTYPIC FEATURES. GENETIC LESIONS SUCH AS JAK2 MUTATIONS AND BCR-ABL TRANSLOCATION ARE OFTEN MUTUALLY EXCLUSIVE IN MPN PATIENTS AND LEAD TO ESSENTIAL THROMBOCYTHEMIA, POLYCYTHEMIA VERA, OR MYELOFIBROSIS OR CHRONIC MYELOID LEUKEMIA, RESPECTIVELY. NEVERTHELESS, COEXISTENCE OF THESE GENETIC ABERRATIONS IN THE SAME PATIENT HAS BEEN REPORTED. WHETHER THESE ABERRATIONS OCCUR IN THE SAME STEM CELL OR A DIFFERENT CELL IS UNCLEAR, BUT AN UNSTABLE GENOME IN THE HSCS SEEMS TO BE THE COMMON ANTECEDENT. IN AN EFFORT TO CHARACTERIZE THE UNDERLYING GENETIC EVENTS THAT MIGHT CONTRIBUTE TO THE APPEARANCE OF MORE THAN ONE MPN IN A PATIENT, WE STUDIED NEOPLASTIC CELLS FROM PATIENTS WITH DUAL MPNS BY NEXT-GENERATION SEQUENCING. WE OBSERVED THAT MOST PATIENTS WITH TWO MPNS HARBORED MUTATIONS IN GENES KNOWN TO CONTRIBUTE TO CLONAL HEMATOPOIESIS THROUGH ALTERED EPIGENETIC REGULATION SUCH AS TET2, ASXL1/2, SRSF2, AND IDH2 AT VARYING FREQUENCIES (1%-47%). IN ADDITION, WE FOUND THAT SOME PATIENTS ALSO HARBORED ONCOGENIC MUTATIONS IN N/KRAS, TP53, BRAF, EZH2, AND GNAS AT LOW FREQUENCIES, WHICH PROBABLY REPRESENT CLONAL EVOLUTION. THESE FINDINGS SUPPORT THE HYPOTHESIS THAT HEMATOPOIETIC CELLS FROM MPN PATIENTS HARBOR MULTIPLE GENETIC ABERRATIONS, SOME OF WHICH CAN CONTRIBUTE TO CLONAL DOMINANCE. ACQUIRING MUTATIONS IN JAK2/CALR/MPL OR THE BCR-ABL TRANSLOCATION PROBABLY DRIVE THE ONCOGENIC PHENOTYPE TOWARDS A SPECIFIC MPN. FURTHER, WE PROPOSE THAT THE ACQUISITION OF BCR-ABL IN THESE PATIENTS IS FREQUENTLY A SECONDARY EVENT RESULTING FROM AN UNSTABLE GENOME. 2017 6 1947 47 EPIGENETIC ABNORMALITIES IN MYELOPROLIFERATIVE NEOPLASMS: A TARGET FOR NOVEL THERAPEUTIC STRATEGIES. THE MYELOPROLIFERATIVE NEOPLASMS (MPNS) ARE A GROUP OF CLONAL HEMATOLOGICAL MALIGNANCIES CHARACTERIZED BY A HYPERCELLULAR BONE MARROW AND A TENDENCY TO DEVELOP THROMBOTIC COMPLICATIONS AND TO EVOLVE TO MYELOFIBROSIS AND ACUTE LEUKEMIA. UNLIKE CHRONIC MYELOGENOUS LEUKEMIA, WHERE A SINGLE DISEASE-INITIATING GENETIC EVENT HAS BEEN IDENTIFIED, A MORE COMPLICATED SERIES OF GENETIC MUTATIONS APPEAR TO BE RESPONSIBLE FOR THE BCR-ABL1-NEGATIVE MPNS WHICH INCLUDE POLYCYTHEMIA VERA, ESSENTIAL THROMBOCYTHEMIA, AND PRIMARY MYELOFIBROSIS. RECENT STUDIES HAVE REVEALED A NUMBER OF EPIGENETIC ALTERATIONS THAT ALSO LIKELY CONTRIBUTE TO DISEASE PATHOGENESIS AND DETERMINE CLINICAL OUTCOME. INCREASING EVIDENCE INDICATES THAT ALTERATIONS IN DNA METHYLATION, HISTONE MODIFICATION, AND MICRORNA EXPRESSION PATTERNS CAN COLLECTIVELY INFLUENCE GENE EXPRESSION AND POTENTIALLY CONTRIBUTE TO MPN PATHOGENESIS. EXAMPLES INCLUDE MUTATIONS IN GENES ENCODING PROTEINS THAT MODIFY CHROMATIN STRUCTURE (EZH2, ASXL1, IDH1/2, JAK2V617F, AND IKZF1) AS WELL AS EPIGENETIC MODIFICATION OF GENES CRITICAL FOR CELL PROLIFERATION AND SURVIVAL (SUPPRESSORS OF CYTOKINE SIGNALING, POLYCYTHEMIA RUBRA VERA-1, CXC CHEMOKINE RECEPTOR 4, AND HISTONE DEACETYLASE (HDAC)). THESE EPIGENETIC LESIONS SERVE AS NOVEL TARGETS FOR EXPERIMENTAL THERAPEUTIC INTERVENTIONS. CLINICAL TRIALS ARE CURRENTLY UNDERWAY EVALUATING HDAC INHIBITORS AND DNA METHYLTRANSFERASE INHIBITORS FOR THE TREATMENT OF PATIENTS WITH MPNS. 2011 7 4959 32 PATHOGENESIS OF MYELOPROLIFERATIVE DISORDERS. MYELOPROLIFERATIVE NEOPLASMS (MPNS) ARE A SET OF CHRONIC HEMATOPOIETIC NEOPLASMS WITH OVERLAPPING CLINICAL AND MOLECULAR FEATURES. RECENT YEARS HAVE WITNESSED CONSIDERABLE ADVANCES IN OUR UNDERSTANDING OF THEIR PATHOGENETIC BASIS. DUE TO THEIR PROTRACTED CLINICAL COURSE, THE EVOLUTION TO ADVANCED HEMATOLOGICAL MALIGNANCIES, AND THE ACCESSIBILITY OF NEOPLASTIC TISSUE, THE STUDY OF MPNS HAS PROVIDED A WINDOW INTO THE EARLIEST STAGES OF TUMORIGENESIS. WITH THE DISCOVERY OF MUTATIONS IN CALR, THE MAJORITY OF MPN PATIENTS NOW BEAR AN IDENTIFIABLE MARKER OF CLONAL DISEASE; HOWEVER, THE MECHANISM BY WHICH MUTATED CALR PERTURBS MEGAKARYOPOIESIS IS CURRENTLY UNRESOLVED. WE ARE BEGINNING TO UNDERSTAND BETTER THE ROLE OF JAK2(V617F) HOMOZYGOSITY, THE FUNCTION OF COMUTATIONS IN EPIGENETIC REGULATORS AND SPLICEOSOME COMPONENTS, AND HOW THESE MUTATIONS COOPERATE WITH JAK2(V617F) TO MODULATE MPN PHENOTYPE. 2016 8 5953 39 TARGETS IN MPNS AND POTENTIAL THERAPEUTICS. PHILADELPHIA-NEGATIVE CLASSICAL MYELOPROLIFERATIVE NEOPLASMS (MPNS), INCLUDING POLYCYTHEMIA VERA (PV), ESSENTIAL THROMBOCYTHEMIA (ET) AND PRIMARY MYELOFIBROSIS (PMF), ARE CLONAL HEMOPATHIES THAT EMERGE IN THE HEMATOPOIETIC STEM CELL (HSC) COMPARTMENT. MPN DRIVER MUTATIONS ARE RESTRICTED TO SPECIFIC EXONS (14 AND 12) OF JANUS KINASE 2 (JAK2), THROMBOPOIETIN RECEPTOR (MPL/TPOR) AND CALRETICULIN (CALR) GENES, ARE INVOLVED DIRECTLY IN CLONAL MYELOPROLIFERATION AND GENERATE THE MPN PHENOTYPE. AS A RESULT, AN INCREASED NUMBER OF FULLY FUNCTIONAL ERYTHROCYTES, PLATELETS AND LEUKOCYTES IS OBSERVED IN THE PERIPHERAL BLOOD. NEVERTHELESS, THE COMPLEXITY AND HETEROGENEITY OF MPN CLINICAL PHENOTYPES CANNOT BE SOLELY EXPLAINED BY THE TYPE OF DRIVER MUTATION. OTHER FACTORS, SUCH AS ADDITIONAL SOMATIC MUTATIONS AFFECTING EPIGENETIC REGULATORS OR SPLICEOSOMES COMPONENTS, MUTANT ALLELE BURDENS AND MODIFIERS OF SIGNALING BY DRIVER MUTANTS, CLONAL ARCHITECTURE AND THE ORDER OF MUTATION ACQUISITION, SIGNALING EVENTS THAT OCCUR DOWNSTREAM OF A DRIVER MUTATION, THE PRESENCE OF SPECIFIC GERM-LINE VARIANTS, THE INTERACTION OF THE NEOPLASTIC CLONE WITH BONE MARROW MICROENVIRONMENT AND CHRONIC INFLAMMATION, ALL CAN MODULATE THE DISEASE PHENOTYPE, INFLUENCE THE MPN CLINICAL COURSE AND THEREFORE, MIGHT BE USEFUL THERAPEUTIC TARGETS. 2022 9 255 37 ADVANCES IN MYELOFIBROSIS: A CLINICAL CASE APPROACH. PRIMARY MYELOFIBROSIS IS A MEMBER OF THE MYELOPROLIFERATIVE NEOPLASMS, A DIVERSE GROUP OF BONE MARROW MALIGNANCIES. SYMPTOMS OF MYELOFIBROSIS, PARTICULARLY THOSE ASSOCIATED WITH SPLENOMEGALY (ABDOMINAL DISTENTION AND PAIN, EARLY SATIETY, DYSPNEA, AND DIARRHEA) AND CONSTITUTIONAL SYMPTOMS, REPRESENT A SUBSTANTIAL BURDEN TO PATIENTS. MOST PATIENTS EVENTUALLY DIE FROM THE DISEASE, WITH A MEDIAN SURVIVAL RANGING FROM APPROXIMATELY 5-7 YEARS. MUTATIONS IN JANUS KINASE 2 (JAK2), A KINASE THAT IS ESSENTIAL FOR THE NORMAL DEVELOPMENT OF ERYTHROCYTES, GRANULOCYTES, AND PLATELETS, NOTABLY THE V617F MUTATION, HAVE BEEN IDENTIFIED IN APPROXIMATELY 50% OF PATIENTS WITH MYELOFIBROSIS. THE APPROVAL OF A JAK2 INHIBITOR IN 2011 HAS IMPROVED THE OUTLOOK OF MANY PATIENTS WITH MYELOFIBROSIS AND HAS CHANGED THE TREATMENT LANDSCAPE. THIS ARTICLE FOCUSES ON SOME OF THE IMPORTANT ISSUES IN CURRENT MYELOFIBROSIS TREATMENT MANAGEMENT, INCLUDING DIFFERENTIATION OF MYELOFIBROSIS FROM ESSENTIAL THROMBOCYTHEMIA AND POLYCYTHEMIA VERA, UP-DATED DATA ON THE RESULTS OF JAK2 INHIBITOR THERAPY, THE ROLE OF EPIGENETIC MECHANISMS IN MYELOFIBROSIS PATHOGENESIS, INVESTIGATIONAL THERAPIES FOR MYELOFIBROSIS, AND ADVANCES IN HEMATOPOIETIC STEM CELL TRANSPLANT. THREE MYELOFIBROSIS CASES ARE INCLUDED TO UNDERSCORE THE ISSUES IN DIAGNOSING AND TREATING THIS COMPLEX DISEASE. 2013 10 1076 27 CLONAL HEMATOPOIESIS IN MYELOPROLIFERATIVE NEOPLASMS CONFERS A PREDISPOSITION TO BOTH THROMBOSIS AND CANCER. PURPOSE OF REVIEW: THIS REVIEW FOCUSES ON VASCULAR COMPLICATIONS ASSOCIATED WITH CHRONIC MYELOPROLIFERATIVE NEOPLASMS (MPN) AND MORE SPECIFICALLY AIMS TO DISCUSS THE CLINICAL AND BIOLOGICAL EVIDENCE SUPPORTING THE EXISTENCE OF A LINK BETWEEN CLONAL HEMATOPOIESIS, CARDIOVASCULAR EVENTS (CVE), AND SOLID CANCER (SC). RECENT FINDINGS: THE MPN NATURAL HISTORY IS DRIVEN BY UNCONTROLLED CLONAL MYELOPROLIFERATION SUSTAINED BY ACQUIRED SOMATIC MUTATIONS IN DRIVER (JAK2, CALR, AND MPL) AND NON-DRIVER GENES, INVOLVING EPIGENETIC (E.G., TET2, DNMT3A) REGULATORS, CHROMATIN REGULATOR GENES (E.G., ASXL1, EZH2), AND SPLICING MACHINERY GENES (E.G., SF3B1). THE GENOMIC ALTERATIONS AND ADDITIONAL THROMBOSIS ACQUIRED RISK FACTORS ARE DETERMINANTS FOR CVE. THERE IS EVIDENCE THAT CLONAL HEMATOPOIESIS CAN ELICIT A CHRONIC AND SYSTEMIC INFLAMMATION STATUS THAT ACTS AS DRIVING FORCE FOR THE DEVELOPMENT OF THROMBOSIS, MPN EVOLUTION, AND SECOND CANCER (SC). THIS NOTION MAY EXPLAIN THE MECHANISM THAT LINKS ARTERIAL THROMBOSIS IN MPN PATIENTS AND SUBSEQUENT SOLID TUMORS. IN THE LAST DECADE, CLONAL HEMATOPOIESIS OF INDETERMINATE POTENTIAL (CHIP) HAS BEEN DETECTED IN THE GENERAL POPULATION PARTICULARLY IN THE ELDERLY AND INITIALLY FOUND IN MYOCARDIAL INFARCTION AND STROKE, RISING THE HYPOTHESIS THAT THE INFLAMMATORY STATUS CHIP-ASSOCIATED COULD CONFER PREDISPOSITION TO BOTH CARDIOVASCULAR DISEASES AND CANCER. IN SUMMARY, CLONAL HEMATOPOIESIS IN MPN AND CHIP CONFER A PREDISPOSITION TO CARDIOVASCULAR EVENTS AND CANCER THROUGH CHRONIC AND SYSTEMIC INFLAMMATION. THIS ACQUISITION COULD OPEN NEW AVENUES FOR ANTITHROMBOTIC THERAPY BOTH IN MPNS AND IN GENERAL POPULATION BY TARGETING BOTH CLONAL HEMATOPOIESIS AND INFLAMMATION. 2023 11 4680 36 NEW MUTATIONS AND PATHOGENESIS OF MYELOPROLIFERATIVE NEOPLASMS. MYELOPROLIFERATIVE NEOPLASMS (MPNS) ARE CLONAL DISORDERS CHARACTERIZED BY EXCESSIVE PRODUCTION OF MATURE BLOOD CELLS. IN THE MAJORITY OF CLASSIC MPN--POLYCYTHEMIA VERA, ESSENTIAL THROMBOCYTHEMIA, AND PRIMITIVE MYELOFIBROSIS--DRIVER ONCOGENIC MUTATIONS AFFECTING JANUS KINASE 2 (JAK2) OR MPL LEAD TO CONSTITUTIVE ACTIVATION OF CYTOKINE-REGULATED INTRACELLULAR SIGNALING PATHWAYS. LNK, C-CBL, OR SOCSS (ALL NEGATIVE REGULATORS OF SIGNALING PATHWAYS), ALTHOUGH INFREQUENTLY TARGETED, MAY EITHER DRIVE THE DISEASE OR SYNERGIZE WITH JAK2 AND MPL MUTATIONS. IZF1 DELETIONS OR TP53 MUTATIONS ARE MAINLY FOUND AT TRANSFORMATION PHASES AND ARE PRESENT AT GREATER FREQUENCY THAN IN DE NOVO ACUTE MYELOID LEUKEMIAS. LOSS-OF-FUNCTION MUTATIONS IN 3 GENES INVOLVED IN EPIGENETIC REGULATION, TET2, ASXL1, AND EZH2, MAY BE EARLY EVENTS PRECEDING JAK2V617F BUT MAY ALSO OCCUR LATE DURING DISEASE PROGRESSION. THEY ARE MORE FREQUENTLY OBSERVED IN PMF THAN PV AND ET AND ARE ALSO PRESENT IN OTHER TYPES OF MALIGNANT MYELOID DISEASES. A LIKELY HYPOTHESIS IS THAT THEY FACILITATE CLONAL SELECTION, ALLOWING THE DOMINANCE OF THE JAK2V617F SUBCLONE DURING THE CHRONIC PHASE AND, TOGETHER WITH COOPERATING MUTATIONS, PROMOTE BLAST CRISIS. THEIR PRECISE ROLES IN HEMATOPOIESIS AND IN THE PATHOGENESIS OF MPN, AS WELL AS THEIR PROGNOSTIC IMPACT AND POTENTIAL AS A THERAPEUTIC TARGET, ARE CURRENTLY UNDER INVESTIGATION. 2011 12 3747 39 INSIGHTS INTO THE MOLECULAR GENETICS OF MYELOPROLIFERATIVE NEOPLASMS. THE MOLECULAR BIOLOGY OF THE BCR-ABL1-NEGATIVE CHRONIC MYELOPROLIFERATIVE NEOPLASMS (MPNS) HAS WITNESSED UNPRECEDENTED ADVANCES SINCE THE DISCOVERY OF THE ACQUIRED JAK2 V617F MUTATION IN 2005. DESPITE THE HIGH PREVALENCE OF JAK2 V617F IN POLYCYTHEMIA VERA (PV), ESSENTIAL THROMBOCYTHEMIA (ET), AND PRIMARY MYELOFIBROSIS (PMF), AND THE COMMON FINDING OF DYSREGULATED JAK-STAT SIGNALING IN THESE DISORDERS, IT IS NOW APPRECIATED THAT MPN PATHOGENESIS CAN REFLECT THE ACQUISITION OF MULTIPLE GENETIC MUTATIONS THAT ALTER SEVERAL BIOLOGIC PATHWAYS, INCLUDING EPIGENETIC CONTROL OF GENE EXPRESSION. ALTHOUGH CERTAIN GENE MUTATIONS ARE IDENTIFIED AT HIGHER FREQUENCIES WITH DISEASE EVOLUTION TO THE BLAST PHASE, MPN INITIATION AND PROGRESSION ARE NOT EXPLAINED BY A SINGLE, TEMPORAL PATTERN OF CLONAL CHANGES. A COMPLEX INTERPLAY BETWEEN ACQUIRED MOLECULAR ABNORMALITIES AND HOST GENETIC BACKGROUND, IN ADDITION TO THE TYPE AND ALLELIC BURDEN OF MUTATIONS, CONTRIBUTES TO THE PHENOTYPIC HETEROGENEITY OF MPNS. AT THE POPULATION LEVEL, AN INHERITED PREDISPOSITION TO DEVELOPING MPNS IS LINKED TO A RELATIVELY COMMON JAK2-ASSOCIATED HAPLOTYPE (REFERRED TO AS '46/1'), BUT IT EXHIBITS A RELATIVELY LOW PENETRANCE. THIS REVIEW DETAILS THE CURRENT STATE OF KNOWLEDGE OF THE MOLECULAR GENETICS OF THE CLASSIC MPNS PV, ET, AND PMF AND DISCUSSES THE CLINICAL IMPLICATIONS OF THESE FINDINGS. 2012 13 3111 31 GENOTYPE-PHENOTYPE INTERACTIONS IN THE MYELOPROLIFERATIVE NEOPLASMS. THE CHRONIC MYELOPROLIFERATIVE NEOPLASMS (MPNS) ARE CLONAL DISORDERS CHARACTERIZED BY OVERPRODUCTION OF MATURE MYELOID CELLS. THEY SHARE ASSOCIATIONS WITH MOLECULAR ABNORMALITIES SUCH AS THE JAK2V617F MUTATION BUT ARE DISTINGUISHED BY IMPORTANT PHENOTYPIC DIFFERENCES. THIS REVIEW FIRST CONSIDERS THE FACTORS THAT MAY INFLUENCE PHENOTYPE IN JAK2-MUTATED MPNS, ESPECIALLY POLYCYTHEMIA VERA (PV) AND ESSENTIAL THROMBOCYTHEMIA (ET), AND THEN DISCUSSES THE MUTATIONS IMPLICATED IN JAK2-NEGATIVE MPNS SUCH AS IN MPL AND EPIGENETIC REGULATORS. CURRENT EVIDENCE SUPPORTS A MODEL WHERE ET AND PV ARE DISORDERS OF RELATIVELY LOW GENETIC COMPLEXITY, WHEREAS EVOLUTION TO MYELOFIBROSIS OR BLAST-PHASE DISEASE REFLECTS ACCUMULATION OF A HIGHER MUTATION BURDEN. 2012 14 3565 42 IMPACT OF GENETIC POLYMORPHISMS AND BIOMARKERS ON THE EFFECTIVENESS AND TOXICITY OF TREATMENT OF CHRONIC MYELOID LEUKEMIA AND ACUTE MYELOID LEUKEMIA. MOST MALIGNANT HEMATOLOGICAL DISEASES ARE GENERALLY A CONSEQUENCE OF ACQUIRED MUTATIONS OR REARRANGEMENTS IN CELL REPLICATION PROCESSES. ACUTE MYELOID LEUKEMIA (AML) IS A CLINICALLY AND MOLECULARLY HETEROGENEOUS DISEASE THAT RESULTS FROM ACQUIRED GENETIC AND EPIGENETIC ALTERATIONS IN HEMATOPOIETIC PROGENITOR CELLS. DESPITE THE ADVANCES MADE IN UNDERSTANDING THE PATHOGENESIS OF THIS DISEASE, THE OVERALL SURVIVAL OF PATIENTS REMAINS VERY LOW DUE TO THE HIGH RELAPSE RATE. PHARMACOGENETICS AND MASSIVE SEQUENCING STUDIES HAVE ALLOWED THE IDENTIFICATION OF NEW RECURRENT MUTATIONS WITH SIGNIFICANT PROGNOSTIC IMPACT IN AML; FURTHERMORE, IT SEEMS LIKELY THAT WHOLE GENOME SEQUENCING WILL SOON BECOME A STANDARD DIAGNOSTIC TEST, WHICH WILL ALLOW THE MOLECULAR DIAGNOSIS OF PATIENTS. THEREFORE, IT IS NECESSARY TO DEVELOP MOLECULAR TARGETS THAT OPEN NEW THERAPEUTIC PERSPECTIVES AND ALLOW INDIVIDUALIZED TREATMENT OF PATIENTS WITH THIS AGGRESSIVE DISEASE. CHRONIC MYELOID LEUKEMIA (CML) IS THE FIRST NEOPLASTIC DISEASE FOR WHICH A CHARACTERISTIC GENETIC ALTERATION WAS DESCRIBED. IT HAS, BY DEFINITION, A GENETIC MARKER, THE BCR::ABL1 REARRANGEMENT, AS A CONSEQUENCE OF THE T9;22(Q34;Q11) TRANSLOCATION. ITS STUDY IS ESSENTIAL FOR THE DIAGNOSIS OF THIS ENTITY AND ALSO FOR MONITORING THE RESPONSE TO TREATMENT. DRUGS KNOWN AS TYROSINE KINASE INHIBITORS (TKIS) THAT TARGET THE BCR::ABL1 PROTEIN (ORAL TARGETED THERAPY) ARE THE CONVENTIONAL TREATMENT OF CML, REPRESENTING A CHANGE OF PARADIGM IN THE MANAGEMENT OF ONCOHEMATOLOGICAL PATIENTS. 2022 15 5799 31 STEPPING OUT OF ANTIQUITY: AN UPDATE ON EMERGING DRUGS FOR THE TREATMENT OF POLYCYTHEMIA VERA. INTRODUCTION: POLYCYTHEMIA VERA IS A CHRONIC HEMATOLOGIC MALIGNANCY FREQUENTLY PRESENTED WITH CONSTITUTIONAL SYMPTOMS AND ASSOCIATED WITH AN INCREASED RISK OF THROMBOSIS, HEMORRHAGE, AND PROGRESSION TO MYELOFIBROSIS OR ACUTE MYELOID LEUKEMIA. CURRENT TREATMENT STRATEGIES REDUCE THROMBOHEMORRHAGIC RISK BY CONTROLLING BLOOD COUNTS AND INHIBITING PLATELETS, BUT OFTEN FAIL TO ADDRESS DISEASE-RELATED SYMPTOMS OR BIOLOGICALLY MODIFY THE DISEASE.AREAS COVERED: WE REVIEW THE CURRENT PARADIGM FOR TREATING POLYCYTHEMIA VERA, HIGHLIGHT AREAS OF UNMET NEED, REVIEW THERAPEUTIC AGENTS IN LATE STAGE CLINICAL DEVELOPMENT, AND PROVIDE AN OVERARCHING VIEW OF HOW THESE EMERGING AGENT MAY FIT INTO THE FUTURE ARMAMENTARIUM OF POLYCYTHEMIA VERA TREATMENTS.EXPERT OPINION: THE SHIFT FROM FOCUSING SOLELY ON SECONDARY PREVENTION OF THROMBOHEMORRHAGIC EVENTS TO A COMPREHENSIVE TREATMENT STRATEGY THAT ADDITIONALLY AIMS TO IMPROVE QUALITY OF LIFE AND PREVENT DISEASE PROGRESSION HAS RESULTED IN A RAPIDLY EVOLVING THERAPEUTIC LANDSCAPE THAT PROMISES TO MOVE THE TREATMENT OF POLYCYTHEMIA VERA OUT OF ANTIQUITY INTO THE MODERN AGE. 2021 16 3234 28 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 6847 41 [MOLECULAR DIAGNOSIS OF CHRONIC MYELOPROLIFERATIVE DISEASES AND MYELODYSPLASTIC SYNDROMES]. HISTOMORPHOLOGICAL EVALUATION OF BONE MARROW TREPHINES AND SMEARS REPRESENTS THE MAJOR APPROACH TO DIAGNOSE THE CHRONIC MYELOPROLIFERATIVE DISEASES (CMPD) AND THE MYELODYSPLASTIC SYNDROMES (MDS). HOWEVER, RISING INSIGHTS INTO MOLECULAR PATHOGENESIS OF HUMAN DISEASES STRENGTHEN THE ATTEMPT OF PATHOLOGISTS TO DEFINE AND TO DETECT UNDERLYING DEFECTS BEYOND THE MICROSCOPE. SINCE DISCOVERY OF THE PHILADELPHIA CHROMOSOME IN CHRONIC MYELOID LEUKEMIA AS THE FIRST SPECIFIC MOLECULAR ABNORMALITY EVER DETECTED IN A HUMAN NEOPLASIA THE GAIN OF KNOWLEDGE OF MOLECULAR PATHOMECHANISMS IN PHILADELPHIA CHROMOSOME NEGATIVE (PH-) CMPD WAS RATHER SPARSE. A DECISIVE BREAKTHROUGH IN PH CMPD WAS THE FINDING OF JAK2 (V617F) DERIVED FROM A SOMATIC POINT MUTATION IN THE MAJORITY OF PATIENTS WITH POLYCYTHEMIA VERA (P.VERA) AND HALF OF PATIENTS WITH ESSENTIAL THROMBOCYTHEMIA (ET) AND PRIMARY MYELOFIBROSIS (PMF). IT THEREFORE CAN NOT BE OVERESTIMATED THAT DETECTION OF JAK2 (V617F) IN A SUSPECTIVE MYELOPROLIFERATION NOW ENABLES A CLEARCUT DISCRIMINATION OF A TRUE PH CMPD FROM A REACTIVE STATE, E.G. P.VERA FROM REACTIVE ERYTHROCYTOSIS. INTERESTINGLY, A BASIC PRINCIPLE OF MOLECULAR DEFECTS DEMONSTRABLE IN CMPD AND RELATED DISORDERS SEEMS TO BE THE INVOLVEMENT OF GENES WITH KINASE ACTIVITIES. SOME OF THOSE GENES WILL BE DISCUSSED IN MORE DETAIL. IN PRIMARY MDS, KARYOTYPING VIA CLASSICAL CYTOGENETICS IS THE PREDOMINANT MOLECULAR APPROACH TO ESTIMATE PROGNOSIS, E.G. -Y, DEL(5Q) AND DEL(20Q) REPRESENT FAVOURABLE ANOMALIES. INDEED, IN 5Q- SYNDROMES KARYOTYPING ENABLES DEFINITE SUBTYPING AND ALLOWS CLINICIANS AND PATIENTS TO EXPECT A GOOD PROGNOSIS. UNTIL NOW, DOZENS OF MOLECULAR ABNORMALITIES SUCH AS MUTATIONS IN AML1, FLT3 AND RAS AS WELL AS EPIGENETIC ALTERATIONS OF GENES HAVE BEEN IDENTIFIED TO VARIOUS DEGREES IN MDS SUBTYPES. SOME OF THEM SEEM TO BE INVOLVED IN DISEASE INITIATION ("MASTER EVENT") AND OTHERS MIGHT INDICATE DISEASE PROGRESSION. HOWEVER, EVEN THOUGH USEFUL FOR FURTHER DISSECTION OF MOLECULAR PATHOMECHANISMS THE MAJORITY OF ABERRATIONS CURRENTLY DOES NOT SERVE AS POTENT MARKERS IN THE DAILY ROUTINE. NEVERTHELESS, IN CMPD AND MDS THE IMPORTANCE OF MOLECULAR ANALYSES FOR DIAGNOSIS, ESTIMATION OF PROGNOSIS, AND DISEASE MONITORING WILL FURTHER INCREASE IN A FORESEEABLE PERIOD OF TIME. 2007 18 2237 36 EPIGENETIC MODIFIERS IN MYELOID MALIGNANCIES: THE ROLE OF HISTONE DEACETYLASE INHIBITORS. MYELOID HEMATOLOGICAL MALIGNANCIES ARE CLONAL BONE MARROW NEOPLASMS, COMPRISING OF ACUTE MYELOID LEUKEMIA (AML), THE MYELODYSPLASTIC SYNDROMES (MDS), CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML), THE MYELOPROLIFERATIVE NEOPLASMS (MPN) AND SYSTEMIC MASTOCYTOSIS (SM). THE FIELD OF EPIGENETIC REGULATION OF NORMAL AND MALIGNANT HEMATOPOIESIS IS RAPIDLY GROWING. IN RECENT YEARS, HETEROZYGOUS SOMATIC MUTATIONS IN GENES ENCODING EPIGENETIC REGULATORS HAVE BEEN FOUND IN ALL SUBTYPES OF MYELOID MALIGNANCIES, SUPPORTING THE RATIONALE FOR TREATMENT WITH EPIGENETIC MODIFIERS. HISTONE DEACETYLASE INHIBITORS (HDACI) ARE EPIGENETIC MODIFIERS THAT, IN VITRO, HAVE BEEN SHOWN TO INDUCE GROWTH ARREST, APOPTOTIC OR AUTOPHAGIC CELL DEATH, AND TERMINAL DIFFERENTIATION OF MYELOID TUMOR CELLS. THESE EFFECTS WERE OBSERVED BOTH AT THE BULK TUMOR LEVEL AND IN THE MOST IMMATURE CD34(+)38(-) CELL COMPARTMENTS CONTAINING THE LEUKEMIC STEM CELLS. THUS, THERE IS A STRONG RATIONALE SUPPORTING HDACI THERAPY IN MYELOID MALIGNANCIES. HOWEVER, DESPITE INITIAL PROMISING RESULTS IN PHASE I TRIALS, HDACI IN MONOTHERAPY AS WELL AS IN COMBINATION WITH OTHER DRUGS, HAVE FAILED TO IMPROVE RESPONSES OR SURVIVAL. THIS REVIEW PROVIDES AN OVERVIEW OF THE RATIONALE FOR HDACI IN MYELOID MALIGNANCIES, CLINICAL RESULTS AND SPECULATIONS ON WHY CLINICAL TRIALS HAVE THUS FAR NOT MET THE EXPECTATIONS, AND HOW THIS MAY BE IMPROVED IN THE FUTURE. 2018 19 5257 38 PROGRESSION OF MYELOPROLIFERATIVE NEOPLASMS (MPN): DIAGNOSTIC AND THERAPEUTIC PERSPECTIVES. CLASSICAL BCR-ABL-NEGATIVE MYELOPROLIFERATIVE NEOPLASMS (MPN) ARE A HETEROGENEOUS GROUP OF HEMATOLOGIC MALIGNANCIES, INCLUDING ESSENTIAL THROMBOCYTHEMIA (ET), POLYCYTHEMIA VERA (PV), AND PRIMARY MYELOFIBROSIS (PMF), AS WELL AS POST-PV-MF AND POST-ET-MF. PROGRESSION TO MORE SYMPTOMATIC DISEASE, SUCH AS OVERT MF OR ACUTE LEUKEMIA, REPRESENTS ONE OF THE MAJOR CAUSES OF MORBIDITY AND MORTALITY. THERE ARE CLINICALLY EVIDENT BUT ALSO SUBCLINICAL TYPES OF MPN PROGRESSION. CLINICALLY EVIDENT PROGRESSION INCLUDES EVOLUTION FROM ET TO PV, ET TO POST-ET-MF, PV TO POST-PV-MF, OR PRE-PMF TO OVERT PMF, AND TRANSFORMATION OF ANY OF THESE SUBTYPES TO MYELODYSPLASTIC NEOPLASMS OR ACUTE LEUKEMIA. THROMBOSIS, MAJOR HEMORRHAGE, SEVERE INFECTIONS, OR INCREASING SYMPTOM BURDEN (E.G., PRURITUS, NIGHT SWEATS) MAY HERALD PROGRESSION. SUBCLINICAL TYPES OF PROGRESSION MAY INCLUDE INCREASES IN THE EXTENT OF BONE MARROW FIBROSIS, INCREASES OF DRIVER GENE MUTATIONAL ALLELE BURDEN, AND CLONAL EVOLUTION. THE UNDERLYING CAUSES OF MPN PROGRESSION ARE DIVERSE AND CAN BE ATTRIBUTED TO GENETIC ALTERATIONS AND CHRONIC INFLAMMATION. PARTICULARLY, BYSTANDER MUTATIONS IN GENES ENCODING EPIGENETIC REGULATORS OR SPLICING FACTORS WERE ASSOCIATED WITH PROGRESSION. FINALLY, COMORBIDITIES SUCH AS SYSTEMIC INFLAMMATION, CARDIOVASCULAR DISEASES, AND ORGAN FIBROSIS MAY AUGMENT THE RISK OF PROGRESSION. THE AIM OF THIS REVIEW WAS TO DISCUSS TYPES AND MECHANISMS OF MPN PROGRESSION AND HOW THEIR KNOWLEDGE MIGHT IMPROVE RISK STRATIFICATION AND THERAPEUTIC INTERVENTION. IN VIEW OF THESE ASPECTS, WE DISCUSS THE POTENTIAL BENEFITS OF EARLY DIAGNOSIS USING MOLECULAR AND FUNCTIONAL IMAGING AND EXPLOITABLE THERAPEUTIC STRATEGIES THAT MAY PREVENT PROGRESSION, BUT ALSO HIGHLIGHT CURRENT CHALLENGES AND METHODOLOGICAL PITFALLS. 2021 20 4566 26 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