1 22 97 5-HYDROXYMETHYLCYTOSINE AS A CLINICAL BIOMARKER: FLUORESCENCE-BASED ASSAY FOR HIGH-THROUGHPUT EPIGENETIC QUANTIFICATION IN HUMAN TISSUES. EPIGENETIC TRANSFORMATIONS MAY PROVIDE EARLY INDICATORS FOR CANCER AND OTHER DISEASE. SPECIFICALLY, THE AMOUNT OF GENOMIC 5-HYDROXYMETHYLCYTOSINE (5-HMC) WAS SHOWN TO BE GLOBALLY REDUCED IN A WIDE RANGE OF CANCERS. THE INTEGRATION OF THIS GLOBAL BIOMARKER INTO DIAGNOSTIC WORKFLOWS IS HAMPERED BY THE LIMITATIONS OF CURRENT 5-HMC QUANTIFICATION METHODS. HERE WE PRESENT AND VALIDATE A FLUORESCENCE-BASED PLATFORM FOR HIGH-THROUGHPUT AND COST-EFFECTIVE QUANTIFICATION OF GLOBAL GENOMIC 5-HMC LEVELS. WE UTILIZED THE ASSAY TO CHARACTERIZE CANCEROUS TISSUES BASED ON THEIR 5-HMC CONTENT, AND OBSERVED A PRONOUNCED REDUCTION IN 5-HMC LEVEL IN VARIOUS CANCER TYPES. WE PRESENT DATA FOR GLIOBLASTOMA, COLORECTAL CANCER, MULTIPLE MYELOMA, CHRONIC LYMPHOCYTIC LEUKEMIA AND PANCREATIC CANCER, COMPARED TO CORRESPONDING CONTROLS. POTENTIALLY, THE TECHNIQUE COULD ALSO BE USED TO FOLLOW RESPONSE TO TREATMENT FOR PERSONALIZED TREATMENT SELECTION. WE PRESENT INITIAL PROOF-OF-CONCEPT DATA FOR TREATMENT OF FAMILIAL ADENOMATOUS POLYPOSIS. 2020 2 1102 26 COMBINED CHEMOSENSITIVITY AND CHROMATIN PROFILING PRIORITIZES DRUG COMBINATIONS IN CLL. THE BRUTON TYROSINE KINASE (BTK) INHIBITOR IBRUTINIB HAS SUBSTANTIALLY IMPROVED THERAPEUTIC OPTIONS FOR CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). ALTHOUGH IBRUTINIB IS NOT CURATIVE, IT HAS A PROFOUND EFFECT ON CLL CELLS AND MAY CREATE NEW PHARMACOLOGICALLY EXPLOITABLE VULNERABILITIES. TO IDENTIFY SUCH VULNERABILITIES, WE DEVELOPED A SYSTEMATIC APPROACH THAT COMBINES EPIGENOME PROFILING (CHARTING THE GENE-REGULATORY BASIS OF CELL STATE) WITH SINGLE-CELL CHEMOSENSITIVITY PROFILING (QUANTIFYING CELL-TYPE-SPECIFIC DRUG RESPONSE) AND BIOINFORMATIC DATA INTEGRATION. BY APPLYING OUR METHOD TO A COHORT OF MATCHED PATIENT SAMPLES COLLECTED BEFORE AND DURING IBRUTINIB THERAPY, WE IDENTIFIED CHARACTERISTIC IBRUTINIB-INDUCED CHANGES THAT PROVIDE A STARTING POINT FOR THE RATIONAL DESIGN OF IBRUTINIB COMBINATION THERAPIES. SPECIFICALLY, WE OBSERVED AND VALIDATED PREFERENTIAL SENSITIVITY TO PROTEASOME, PLK1, AND MTOR INHIBITORS DURING IBRUTINIB TREATMENT. MORE GENERALLY, OUR STUDY ESTABLISHES A BROADLY APPLICABLE METHOD FOR INVESTIGATING TREATMENT-SPECIFIC VULNERABILITIES BY INTEGRATING THE COMPLEMENTARY PERSPECTIVES OF EPIGENETIC CELL STATES AND PHENOTYPIC DRUG RESPONSES IN PRIMARY PATIENT SAMPLES. 2019 3 5706 46 SINGLE-MOLECULE QUANTIFICATION OF 5-HYDROXYMETHYLCYTOSINE FOR DIAGNOSIS OF BLOOD AND COLON CANCERS. BACKGROUND: THE DNA MODIFICATION 5-HYDROXYMETHYLCYTOSINE (5HMC) IS NOW REFERRED TO AS THE SIXTH BASE OF DNA WITH EVIDENCE OF TISSUE-SPECIFIC PATTERNS AND CORRELATION WITH GENE REGULATION AND EXPRESSION. THIS EPIGENETIC MARK WAS RECENTLY REPORTED AS A POTENTIAL BIOMARKER FOR MULTIPLE TYPES OF CANCER, BUT ITS APPLICATION IN THE CLINIC IS LIMITED BY THE UTILITY OF RECENT 5HMC QUANTIFICATION ASSAYS. WE USE A RECENTLY DEVELOPED, ULTRA-SENSITIVE, FLUORESCENCE-BASED SINGLE-MOLECULE METHOD FOR GLOBAL QUANTIFICATION OF 5HMC IN GENOMIC DNA. THE HIGH SENSITIVITY OF THE METHOD GIVES ACCESS TO PRECISE QUANTIFICATION OF EXTREMELY LOW 5HMC LEVELS COMMON IN MANY CANCERS. METHODS: WE ASSESSED 5HMC LEVELS IN DNA EXTRACTED FROM A SET OF COLON AND BLOOD CANCER SAMPLES AND COMPARED 5HMC LEVELS WITH HEALTHY CONTROLS, IN A SINGLE-MOLECULE APPROACH. RESULTS: USING OUR METHOD, WE OBSERVED A SIGNIFICANTLY REDUCED LEVEL OF 5HMC IN BLOOD AND COLON CANCERS AND COULD DISTINGUISH BETWEEN COLON TUMOR AND COLON TISSUE ADJACENT TO THE TUMOR BASED ON THE GLOBAL LEVELS OF THIS MOLECULAR BIOMARKER. CONCLUSIONS: SINGLE-MOLECULE DETECTION OF 5HMC ALLOWS DISTINGUISHING BETWEEN MALIGNANT AND HEALTHY TISSUE IN CLINICALLY RELEVANT AND ACCESSIBLE TISSUE SUCH AS BLOOD AND COLON. THE PRESENTED METHOD OUTPERFORMS CURRENT COMMERCIALLY AVAILABLE QUANTIFICATION KITS AND MAY POTENTIALLY BE DEVELOPED INTO A WIDELY USED, 5HMC QUANTIFICATION ASSAY FOR RESEARCH AND CLINICAL DIAGNOSTICS. FURTHERMORE, USING THIS METHOD, WE CONFIRM THAT 5HMC IS A GOOD MOLECULAR BIOMARKER FOR DIAGNOSING COLON AND VARIOUS TYPES OF BLOOD CANCER. 2017 4 2682 24 EVALUATION OF SERUM LINE-1 HYPOMETHYLATION AS A PROGNOSTIC MARKER FOR HEPATOCELLULAR CARCINOMA. BACKGROUND AND STUDY AIMS: GLOBAL HYPOMETHYLATION IS ONE OF THE MOST CONSISTENT EPIGENETIC CHANGES IN CANCER. DEVELOPMENT OF HEPATOCELLULAR CARCINOMA (HCC) MUST BE UNDERSTOOD AS A MULTISTEP PROCESS WITH ACCUMULATION OF GENETIC AND EPIGENETIC ALTERATIONS. IN THE LAST DECADES, IN ADDITION TO GENETIC ALTERATIONS, EPIGENETIC CHANGES HAVE BEEN RECOGNIZED AS AN IMPORTANT AND ALTERNATIVE MECHANISM IN TUMOURIGENESIS. WE INVESTIGATED THE CLINICAL IMPLICATIONS OF GLOBAL HYPOMETHYLATION IN THE SERA OF PATIENTS WITH HEPATOCELLULAR CARCINOMA (HCC). PATIENTS AND METHODS: PCR WAS USED TO ASSESS THE METHYLATION STATUS OF LONG INTERSPERSED NUCLEAR ELEMENT TYPE 1 (LINE-1) REPETITIVE SEQUENCES IN GENOMIC DNA DERIVED FROM SERA OF 50 PATIENTS WITH HCC, 20 PATIENTS WITH CIRRHOSIS, 20 PATIENTS WITH CHRONIC HEPATITIS C AND 10 HEALTHY SUBJECTS. RESULTS: SERUM GENOME HYPOMETHYLATION WAS SIGNIFICANTLY INCREASED IN PATIENTS WITH HCC (P<0.001). THE LEVELS OF SERUM LINE-1 HYPOMETHYLATION AT INITIAL PRESENTATION CORRELATED SIGNIFICANTLY WITH TUMOUR SIZE, TUMOUR NUMBER AND ALPHA-FOETOPROTEIN LEVEL. MOREOVER HIGH SERUM LINE-1 HYPOMETHYLATION CORRELATES SIGNIFICANTLY WITH POOR SURVIVAL. CONCLUSION: SERUM LINE-1 HYPOMETHYLATION MAY SERVE AS A PROGNOSTIC MARKER FOR PATIENTS WITH HCC. 2011 5 4487 26 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 6 2920 23 GENE-SET ANALYSIS IS SEVERELY BIASED WHEN APPLIED TO GENOME-WIDE METHYLATION DATA. MOTIVATION: DNA METHYLATION IS AN EPIGENETIC MARK THAT CAN STABLY REPRESS GENE EXPRESSION. BECAUSE OF ITS BIOLOGICAL AND CLINICAL SIGNIFICANCE, SEVERAL METHODS HAVE BEEN DEVELOPED TO COMPARE GENOME-WIDE PATTERNS OF METHYLATION BETWEEN GROUPS OF SAMPLES. THE APPLICATION OF GENE SET ANALYSIS TO IDENTIFY RELEVANT GROUPS OF GENES THAT ARE ENRICHED FOR DIFFERENTIALLY METHYLATED GENES IS OFTEN A MAJOR COMPONENT OF THE ANALYSIS OF THESE DATA. THIS CAN BE USED, FOR EXAMPLE, TO IDENTIFY PROCESSES OR PATHWAYS THAT ARE PERTURBED IN DISEASE DEVELOPMENT. WE SHOW THAT GENE-SET ANALYSIS, AS IT IS TYPICALLY APPLIED TO GENOME-WIDE METHYLATION ASSAYS, IS SEVERELY BIASED AS A RESULT OF DIFFERENCES IN THE NUMBERS OF CPG SITES ASSOCIATED WITH DIFFERENT CLASSES OF GENES AND GENE PROMOTERS. RESULTS: WE DEMONSTRATE THIS BIAS USING PUBLISHED DATA FROM A STUDY OF DIFFERENTIAL CPG ISLAND METHYLATION IN LUNG CANCER AND A DATASET WE GENERATED TO STUDY METHYLATION CHANGES IN PATIENTS WITH LONG-STANDING ULCERATIVE COLITIS. WE SHOW THAT SEVERAL OF THE GENE SETS THAT SEEM ENRICHED WOULD ALSO BE IDENTIFIED WITH RANDOMIZED DATA. WE SUGGEST TWO EXISTING APPROACHES THAT CAN BE ADAPTED TO CORRECT THE BIAS. ACCOUNTING FOR THE BIAS IN THE LUNG CANCER AND ULCERATIVE COLITIS DATASETS PROVIDES NOVEL BIOLOGICAL INSIGHTS INTO THE ROLE OF METHYLATION IN CANCER DEVELOPMENT AND CHRONIC INFLAMMATION, RESPECTIVELY. OUR RESULTS HAVE SIGNIFICANT IMPLICATIONS FOR MANY PREVIOUS GENOME-WIDE METHYLATION STUDIES THAT HAVE DRAWN CONCLUSIONS ON THE BASIS OF SUCH STRONGLY BIASED ANALYSIS. CONTACT: CATHAL.SEOIGHE@NUIGALWAY.IE SUPPLEMENTARY INFORMATION: SUPPLEMENTARY DATA ARE AVAILABLE AT BIOINFORMATICS ONLINE. 2013 7 3309 26 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 8 70 24 A METHOD TO DETECT DIFFERENTIALLY METHYLATED LOCI WITH NEXT-GENERATION SEQUENCING. EPIGENETIC CHANGES, ESPECIALLY DNA METHYLATION AT CPG LOCI HAVE IMPORTANT IMPLICATIONS IN CANCER AND OTHER COMPLEX DISEASES. WITH THE DEVELOPMENT OF NEXT-GENERATION SEQUENCING (NGS), IT IS FEASIBLE TO GENERATE DATA TO INTERROGATE THE DIFFERENCE IN METHYLATION STATUS FOR GENOME-WIDE LOCI USING CASE-CONTROL DESIGN. HOWEVER, A PROPER AND EFFICIENT STATISTICAL TEST IS LACKING. THERE ARE SEVERAL CHALLENGES. FIRST, UNLIKE METHYLATION EXPERIMENTS USING MICROARRAYS, WHERE THERE IS ONE MEASURE OF METHYLATION FOR ONE INDIVIDUAL AT A PARTICULAR CPG SITE, HERE WE HAVE THE COUNTS OF METHYLATION ALLELE AND UNMETHYLATION ALLELE FOR EACH INDIVIDUAL. SECOND, DUE TO THE NATURE OF SAMPLE PREPARATION, THE MEASURED METHYLATION REFLECTS THE METHYLATION STATUS OF A MIXTURE OF CELLS INVOLVED IN SAMPLE PREPARATION. THEREFORE, THE UNDERLYING DISTRIBUTION OF THE MEASURED METHYLATION LEVEL IS UNKNOWN, AND A ROBUST TEST IS MORE DESIRABLE THAN PARAMETRIC APPROACH. THIRD, CURRENTLY NGS MEASURES METHYLATION AT OVER 2 MILLION CPG SITES. ANY STATISTICAL TESTS HAVE TO BE COMPUTATIONALLY EFFICIENT IN ORDER TO BE APPLIED TO THE NGS DATA. TAKING THESE CHALLENGES INTO ACCOUNT, WE PROPOSE A TEST FOR DIFFERENTIAL METHYLATION BASED ON CLUSTERED DATA ANALYSIS BY MODELING THE METHYLATION COUNTS. WE PERFORMED SIMULATIONS TO SHOW THAT IT IS ROBUST UNDER SEVERAL DISTRIBUTIONS FOR THE MEASURED METHYLATION LEVELS. IT HAS GOOD POWER AND IS COMPUTATIONALLY EFFICIENT. FINALLY, WE APPLY THE TEST TO OUR NGS DATA ON CHRONIC LYMPHOCYTIC LEUKEMIA. THE RESULTS INDICATE THAT IT IS A PROMISING AND PRACTICAL TEST. 2013 9 1577 21 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 10 6386 31 THE ROLE OF QUANTITATIVE NPTX2 HYPERMETHYLATION AS A NOVEL SERUM DIAGNOSTIC MARKER IN PANCREATIC CANCER. OBJECTIVES: THE MAJORITY OF PANCREATIC CANCERS ARE FOUND TO BE UNRESECTABLE, AND THE ONLY CHANCE FOR CURE LIES ON EARLY DETECTION AND COMPLETE RESECTION. SEVERAL GENES HAVE BEEN DISCOVERED TO BE ABERRANTLY METHYLATED IN PRIMARY PANCREATIC CANCER TISSUE, AND THIS CANCER DNA CAN BE DETECTED IN THE PLASMA. THE AIMS OF THIS STUDY WERE TO DEVELOP A NOVEL DIAGNOSTIC MARKER BASED ON EPIGENETIC CHARACTERISTICS OF PANCREATIC CANCER. METHODS: WE ENROLLED 104 PATIENTS WITH PANCREATIC CANCER, 60 WITH CHRONIC PANCREATITIS, AND 5 WITH BENIGN BILIARY STONE DISEASES. THE BLOOD SAMPLES WERE COLLECTED BEFORE SURGERY OR ANY KINDS OF TREATMENT MODALITIES. DNA WAS EXTRACTED FROM THE PLASMA OF EACH PATIENT, AND NPTX2 (NEURONAL PENTRAXIN II) CPG ISLAND HYPERMETHYLATION WAS EXAMINED QUANTITATIVELY BY REAL-TIME POLYMERASE CHAIN REACTION. RESULTS: NPTX2 HYPERMETHYLATION LEVELS WERE SIGNIFICANTLY HIGHER COMPARED WITH CHRONIC PANCREATITIS (P = 0.016). THE SENSITIVITY AND SPECIFICITY WERE 80% AND 76%, RESPECTIVELY (CUTOFF = 0.015). NPTX2 GENE HYPERMETHYLATION LEVEL WAS SIGNIFICANTLY ELEVATED IN CORRELATION WITH HIGHER AMERICAN JOINT COMMITTEE ON CANCER STAGES. CONCLUSIONS: THE ABERRANTLY METHYLATED NPTX2 GENE MAY HELP TO DISTINGUISH BETWEEN CHRONIC PANCREATITIS AND PANCREATIC CANCER WITH CONVENTIONAL DIAGNOSTIC TOOLS AND COULD BECOME A VALUABLE DIAGNOSTIC MARKER. 2012 11 1561 26 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 12 1046 24 CLINICAL DEVELOPMENT OF DECITABINE AS A PROTOTYPE FOR AN EPIGENETIC DRUG PROGRAM. THIS REVIEW HIGHLIGHTS DECITABINE AS A PROTOTYPE EPIGENETIC MODIFYING DRUG TO SHOW HOW THE CLINICAL DEVELOPMENT OF EPIGENETIC AGENTS DIFFERS FROM THAT OF TRADITIONAL CYTOTOXIC CHEMOTHERAPIES. DECITABINE, A CYTOSINE ANALOGUE, IS CYTOTOXIC AT HIGH DOSES BUT HAS SELECTIVE DNA DEMETHYLATING ACTIVITY AT LOW DOSES. THE FOCUS OF CURRENT DECITABINE INVESTIGATIONS IS TWOFOLD: TO ELUCIDATE ALL OF THE MECHANISMS OF ACTION AND TO DETERMINE THE OPTIMAL DOSE, SCHEDULE, AND CONCOMITANT THERAPIES. NEW PHASE I TRIALS HAVE IDENTIFIED A "BIOLOGICALLY EFFECTIVE DOSE," WHICH IS 1 TO 2 LOGS LOWER THAN THE CYTOTOXIC DOSE. A CLINICAL DEVELOPMENT PROGRAM WITH LOW-DOSE DECITABINE IN MALIGNANT DISEASES IS FOCUSED ON MYELODYSPLASTIC SYNDROME (MDS), ACUTE MYELOGENOUS LEUKEMIA (AML), AND CHRONIC MYELOGENOUS LEUKEMIA (CML). A PHASE III TRIAL IN MDS SHOWED OBJECTIVE RESPONSES (COMPLETE [CR] PLUS PARTIAL [PR] REMISSION) AND LONGER MEDIAN TIME TO PROGRESSION TO AML OR DEATH WITH DECITABINE THAN WITH SUPPORTIVE CARE ALONE. THE OPTIMAL USE OF DECITABINE MAY BE IN COMBINATION WITH OTHER AGENTS THAT PROMOTE GENE EXPRESSION, NAMELY, HISTONE DEACETYLASE (HDAC) INHIBITORS. OPTIMIZED DECITABINE DOSES AND COMBINATIONS WITH OTHER EPIGENETIC THERAPIES THAT CAN BE USED AT MINIMALLY TOXIC DOSES PROVIDE POTENTIALLY SAFER THERAPEUTIC OPTIONS AND INTRODUCE NOVEL COMBINATION THERAPIES. 2005 13 439 22 ANTILEUKEMIC ACTIVITY OF VALPROIC ACID IN CHRONIC LYMPHOCYTIC LEUKEMIA B CELLS DEFINED BY MICROARRAY ANALYSIS. EPIGENETIC CODE MODIFICATIONS BY HISTONE DEACETYLASE INHIBITORS HAVE RECENTLY BEEN PROPOSED AS POTENTIAL NEW THERAPIES FOR HEMATOLOGICAL MALIGNANCIES. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) REMAINS INCURABLE DESPITE THE INTRODUCTION OF NEW TREATMENTS. CLL B CELLS ARE CHARACTERIZED BY AN APOPTOSIS DEFECT RATHER THAN EXCESSIVE PROLIFERATION, BUT PROLIFERATION CENTERS HAVE BEEN FOUND IN ORGANS SUCH AS THE BONE MARROW AND LYMPH NODES. IN THIS STUDY, WE ANALYZED GENE EXPRESSION MODIFICATIONS IN CLL B CELLS AFTER TREATMENT WITH VALPROIC ACID (VPA), A WELL-TOLERATED ANTI-EPILEPTIC DRUG WITH HDAC INHIBITORY ACTIVITY. CLL B CELLS OBTAINED FROM 14 PATIENTS WERE TREATED IN VITRO WITH A CONCENTRATION OF 1 MM VPA FOR 4 H. VPA EFFECTS ON GENE EXPRESSION WERE THEREAFTER STUDIED USING AFFYMETRIX TECHNOLOGY, AND SOME IDENTIFIED GENES WERE VALIDATED BY REAL-TIME PCR AND WESTERN BLOT. WE OBSERVED THAT VPA INDUCED APOPTOSIS BY DOWNREGULATING SEVERAL ANTI-APOPTOTIC GENES AND BY UPREGULATING PRO-APOPTOTIC GENES. FURTHERMORE, VPA SIGNIFICANTLY INCREASED CHEMOSENSITIVITY TO FLUDARABINE, FLAVOPIRIDOL, BORTEZOMIB, THALIDOMIDE AND LENALIDOMIDE. VPA INHIBITED THE PROLIFERATION OF CPG/IL2-STIMULATED CLL B CELLS AND MODULATED MANY CELL CYCLE MESSENGER RNAS. IN CONCLUSION, EXPOSURE OF CLL B CELLS TO VPA INDUCED APOPTOSIS, POTENTIATED CHEMOTHERAPEUTIC AGENT EFFECTS AND INHIBITED PROLIFERATION. THESE DATA STRONGLY SUGGEST THE USE OF VPA IN CLL TREATMENT, PARTICULARLY IN COMBINATION WITH ANTILEUKEMIA AGENTS. 2009 14 1620 20 DNA METHYLTRANSFERASE-MEDIATED TRANSCRIPTIONAL SILENCING IN MALIGNANT GLIOMA: A COMBINED WHOLE-GENOME MICROARRAY AND PROMOTER ARRAY ANALYSIS. EPIGENETIC INACTIVATION OF TUMOR SUPPRESSOR GENES IS A COMMON FEATURE IN HUMAN CANCER. PROMOTER HYPERMETHYLATION AND HISTONE DEACETYLATION ARE REVERSIBLE EPIGENETIC MECHANISMS ASSOCIATED WITH TRANSCRIPTIONAL REGULATION. DNA METHYLTRANSFERASES (DNMT1 AND DNMT3B) REGULATE AND MAINTAIN PROMOTER METHYLATION AND ARE OVEREXPRESSED IN HUMAN CANCER. WE PERFORMED WHOLE-GENOME MICROARRAY ANALYSIS TO IDENTIFY GENES WITH ALTERED EXPRESSION AFTER RNAI-INDUCED SUPPRESSION OF DNMT IN A GLIOBLASTOMA MULTIFORME (GBM) CELL LINE. WE THEN IDENTIFIED GENES WITH BOTH DECREASED EXPRESSION AND EVIDENCE OF PROMOTER CPG ISLAND HYPERMETHYLATION IN GBM TISSUE SAMPLES USING A COMBINED WHOLE-GENOME MICROARRAY TRANSCRIPTOME ANALYSIS IN CONJUNCTION WITH A PROMOTER ARRAY ANALYSIS AFTER DNA IMMUNOPRECIPITATION WITH ANTI-5-METHYLCYTIDINE. DNMT1 AND 3B KNOCKDOWN RESULTED IN THE RESTORED EXPRESSION OF 308 GENES THAT ALSO CONTAINED PROMOTER REGION HYPERMETHYLATION. OF THESE, 43 WERE ALSO FOUND TO BE DOWNREGULATED IN GBM TISSUE SAMPLES. THREE DOWNREGULATED GENES WITH HYPERMETHYLATED PROMOTERS AND RESTORED EXPRESSION IN RESPONSE TO ACUTE DNMT SUPPRESSION WERE ASSAYED FOR METHYLATION CHANGES USING BISULFITE SEQUENCE ANALYSIS OF THE PROMOTER REGION AFTER CHRONIC DNMT SUPPRESSION. RESTORATION OF GENE EXPRESSION WAS NOT ASSOCIATED WITH CHANGES IN PROMOTER REGION METHYLATION, BUT RATHER WITH CHANGES IN HISTONE METHYLATION AND CHROMATIN CONFORMATION. TWO OF THE IDENTIFIED GENES EXHIBITED GROWTH SUPPRESSIVE ACTIVITY IN IN VITRO ASSAYS. COMBINING TARGETED GENETIC MANIPULATIONS WITH COMPREHENSIVE GENOMIC AND EXPRESSION ANALYSES PROVIDES A POTENTIALLY POWERFUL NEW APPROACH FOR IDENTIFYING EPIGENETICALLY REGULATED GENES IN GBM. 2009 15 718 24 CALCIUM-DEPENDENT INTRACELLULAR SIGNAL PATHWAYS IN PRIMARY CULTURED ADIPOCYTES AND ANK3 GENE VARIATION IN PATIENTS WITH BIPOLAR DISORDER AND HEALTHY CONTROLS. BIPOLAR DISORDER (BD) IS A CHRONIC PSYCHIATRIC DISORDER OF PUBLIC HEALTH IMPORTANCE AFFECTING >1% OF THE SWEDISH POPULATION. DESPITE PROGRESS, PATIENTS STILL SUFFER FROM CHRONIC MOOD SWITCHES WITH POTENTIAL SEVERE CONSEQUENCES. THUS, EARLY DETECTION, DIAGNOSIS AND INITIATION OF CORRECT TREATMENT ARE CRITICAL. CULTURED ADIPOCYTES FROM 35 PATIENTS WITH BD AND 38 HEALTHY CONTROLS WERE ANALYSED USING SIGNAL PATHWAY REPORTER ASSAYS, THAT IS, PROTEIN KINASE C (PKC), PROTEIN KINASE A (PKA), MITOGEN-ACTIVATED PROTEIN KINASES (EXTRACELLULAR SIGNAL-REGULATED KINASE (ERK) AND C-JUN N-TERMINAL KINASE (JNK)), MYC, WNT AND P53. THE LEVELS OF ACTIVATED TARGET TRANSCRIPTIONAL FACTORS WERE MEASURED IN ADIPOCYTES BEFORE AND AFTER STIMULATION WITH LITHIUM AND ESCITALOPRAM. VARIATIONS WERE ANALYSED IN THE LOCI OF 25 DIFFERENT SINGLE-NUCLEOTIDE POLYMORPHISMS (SNPS). ACTIVATION OF INTRACELLULAR SIGNALS IN SEVERAL PATHWAYS ANALYSED WERE SIGNIFICANTLY HIGHER IN PATIENTS THAN IN HEALTHY CONTROLS UPON DRUG STIMULATION, ESPECIALLY WITH ESCITALOPRAM STIMULATION OF PKC, JNK AND MYC, AS WELL AS LITHIUM-STIMULATED PKC, WHEREAS NO MEANINGFUL DIFFERENCE WAS OBSERVED BEFORE STIMULATION. UNIVARIATE ANALYSES OF CONTINGENCY TABLES FOR 80 CATEGORICAL SNP RESULTS VERSUS DIAGNOSES SHOWED A SIGNIFICANT LINK WITH THE ANK3 GENE (RS10761482; LIKELIHOOD RATIO CHI(2)=4.63; P=0.031). IN A MULTIVARIATE ORDINAL LOGISTIC FIT FOR DIAGNOSIS, A BACKWARD STEPWISE PROCEDURE SELECTED ANK3 AS THE REMAINING SIGNIFICANT PREDICTOR. COMPARISON OF THE ESCITALOPRAM-STIMULATED PKC ACTIVITY AND THE ANK3 GENOTYPE SHOWED THEM TO ADD THEIR SHARE OF THE DIAGNOSTIC VARIANCE, WITH NO INTERACTION (15% OF VARIANCE EXPLAINED, P<0.002). THE STUDY IS CROSS-SECTIONAL WITH NO LONGITUDINAL FOLLOW-UP. COHORTS ARE RELATIVELY SMALL WITH NO MEDICATION-FREE PATIENTS, AND THERE ARE NO 'ILL PATIENT' CONTROLS. IT TAKES 3 TO 4 WEEKS OF CULTURE TO EXPAND ADIPOCYTES THAT MAY CHANGE EPIGENETIC PROFILES BUT REMOVE THE POSSIBILITY OF MEDICATION EFFECTS. ABNORMALITIES IN THE REACTIVITY OF INTRACELLULAR SIGNAL PATHWAYS TO STIMULATION AND THE ANK3 GENOTYPE MAY BE ASSOCIATED WITH PATHOGENESIS OF BD. ALGORITHMS USING BIOLOGICAL PATTERNS SUCH AS PATHWAY REACTIVITY TOGETHER WITH STRUCTURAL GENETIC SNP DATA MAY PROVIDE OPPORTUNITIES FOR EARLIER DETECTION AND EFFECTIVE TREATMENT OF BD. 2015 16 18 29 5-AZACYTIDINE MODULATES CPG METHYLATION LEVELS OF EZH2 AND NOTCH1 IN MYELODYSPLASTIC SYNDROMES. PURPOSE: MOLECULAR MECHANISMS OF RESPONSE TO HYPOMETHYLATING AGENTS IN PATIENTS WITH MYELODYSPLASTIC SYNDROMES (MDS) AND CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) STILL REMAIN LARGELY UNKNOWN. THEREFORE, THE EFFECTS OF 5-AZACYTIDINE (AZA) ON CLONAL ARCHITECTURE AND DNA METHYLATION WERE INVESTIGATED IN THIS STUDY. METHODS: USING NEXT-GENERATION SEQUENCING (NGS), 30 MYELOID LEUKEMIA-ASSOCIATED GENES WERE ANALYZED IN 15 MDS/CMML PATIENTS WITH EXCELLENT RESPONSE TO AZA. EFFECTS ON METHYLATION LEVELS WERE ANALYZED BY QUANTITATIVE METHYLATION ANALYSIS USING PYROSEQUENCING FOR THE GLOBAL METHYLATION MARKER LINE-1 IN PATIENTS AND MYELOID CELL LINES. VARIOUS MYELOID CELL LINES AND A HEALTHY COHORT WERE SCREENED FOR METHYLATION LEVELS IN 23 GENES. SELECTED TARGETS WERE VERIFIED ON THE MDS/CMML COHORT. RESULTS: THE STUDY PRESENTED HERE SHOWED A STABLE VARIANT ALLELE FREQUENCY AND STABLE GLOBAL METHYLATION LEVELS IN RESPONDING PATIENTS. A SIGNIFICANT DEMETHYLATION OF EZH2 AND NOTCH1 WAS REVEALED IN PATIENTS WITH AZA RESPONSE. CONCLUSIONS: A RESPONSE TO AZA IS NOT ASSOCIATED WITH ERADICATION OF MALIGNANT CLONES, BUT RATHER WITH A STABILIZATION OF THE CLONAL ARCHITECTURE. WE SUGGEST CHANGES IN CPG METHYLATION LEVELS OF EZH2 AND NOTCH1 AS POTENTIAL TARGETS OF EPIGENETIC RESPONSE TO AZA TREATMENT WHICH MAY ALSO SERVE AS USEFUL BIOMARKERS AFTER CLINICAL EVALUATION. 2019 17 2106 28 EPIGENETIC EVOLUTION AND LINEAGE HISTORIES OF CHRONIC LYMPHOCYTIC LEUKAEMIA. GENETIC AND EPIGENETIC INTRA-TUMORAL HETEROGENEITY COOPERATE TO SHAPE THE EVOLUTIONARY COURSE OF CANCER(1). CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) IS A HIGHLY INFORMATIVE MODEL FOR CANCER EVOLUTION AS IT UNDERGOES SUBSTANTIAL GENETIC DIVERSIFICATION AND EVOLUTION AFTER THERAPY(2,3). THE CLL EPIGENOME IS ALSO AN IMPORTANT DISEASE-DEFINING FEATURE(4,5), AND GROWING POPULATIONS OF CELLS IN CLL DIVERSIFY BY STOCHASTIC CHANGES IN DNA METHYLATION KNOWN AS EPIMUTATIONS(6). HOWEVER, PREVIOUS STUDIES USING BULK SEQUENCING METHODS TO ANALYSE THE PATTERNS OF DNA METHYLATION WERE UNABLE TO DETERMINE WHETHER EPIMUTATIONS AFFECT CLL POPULATIONS HOMOGENEOUSLY. HERE, TO MEASURE THE EPIMUTATION RATE AT SINGLE-CELL RESOLUTION, WE APPLIED MULTIPLEXED SINGLE-CELL REDUCED-REPRESENTATION BISULFITE SEQUENCING TO B CELLS FROM HEALTHY DONORS AND PATIENTS WITH CLL. WE OBSERVED THAT THE COMMON CLONAL ORIGIN OF CLL RESULTS IN A CONSISTENTLY INCREASED EPIMUTATION RATE, WITH LOW VARIABILITY IN THE CELL-TO-CELL EPIMUTATION RATE. BY CONTRAST, VARIABLE EPIMUTATION RATES ACROSS HEALTHY B CELLS REFLECT DIVERSE EVOLUTIONARY AGES ACROSS THE TRAJECTORY OF B CELL DIFFERENTIATION, CONSISTENT WITH EPIMUTATIONS SERVING AS A MOLECULAR CLOCK. HERITABLE EPIMUTATION INFORMATION ALLOWED US TO RECONSTRUCT LINEAGES AT HIGH-RESOLUTION WITH SINGLE-CELL DATA, AND TO APPLY THIS DIRECTLY TO PATIENT SAMPLES. THE CLL LINEAGE TREE SHAPE REVEALED EARLIER BRANCHING AND LONGER BRANCH LENGTHS THAN IN NORMAL B CELLS, REFLECTING RAPID DRIFT AFTER THE INITIAL MALIGNANT TRANSFORMATION AND A GREATER PROLIFERATIVE HISTORY. INTEGRATION OF SINGLE-CELL BISULFITE SEQUENCING ANALYSIS WITH SINGLE-CELL TRANSCRIPTOMES AND GENOTYPING CONFIRMED THAT GENETIC SUBCLONES MAPPED TO DISTINCT CLADES, AS INFERRED SOLELY ON THE BASIS OF EPIMUTATION INFORMATION. FINALLY, TO EXAMINE POTENTIAL LINEAGE BIASES DURING THERAPY, WE PROFILED SERIAL SAMPLES DURING IBRUTINIB-ASSOCIATED LYMPHOCYTOSIS, AND IDENTIFIED CLADES OF CELLS THAT WERE PREFERENTIALLY EXPELLED FROM THE LYMPH NODE AFTER TREATMENT, MARKED BY DISTINCT TRANSCRIPTIONAL PROFILES. THE SINGLE-CELL INTEGRATION OF GENETIC, EPIGENETIC AND TRANSCRIPTIONAL INFORMATION THUS CHARTS THE LINEAGE HISTORY OF CLL AND ITS EVOLUTION WITH THERAPY. 2019 18 2765 21 EXPRESSION, EPIGENETIC REGULATION, AND HUMORAL IMMUNOGENICITY OF CANCER-TESTIS ANTIGENS IN CHRONIC MYELOID LEUKEMIA. OBJECTIVE: CANCER-TESTIS (CT) ANTIGENS REPRESENT ATTRACTIVE TARGETS FOR TUMOR IMMUNOTHERAPY BASED ON THEIR TUMOR-RESTRICTED EXPRESSION AND IMMUNOGENICITY. HOWEVER, A BROAD PICTURE OF THE EXPRESSION OF CT ANTIGENS AND ASSOCIATED HUMORAL IMMUNE RESPONSES IN CHRONIC MYELOID LEUKEMIA (CML) IS STILL MISSING. METHODS: WE SCREENED CML CELL LINES AND BONE MARROW (BM) SAMPLES FROM HEALTHY DONORS BY RT-PCR FOR THE EXPRESSION OF 31 CT ANTIGENS BEFORE AND AFTER TREATMENT WITH EPIGENETIC AGENTS. EXPRESSION OF TUMOR-RESTRICTED ANTIGENS WAS FURTHER EXAMINED IN 60 CML PATIENTS AND HUMORAL IMMUNE RESPONSES AGAINST 15 CT ANTIGENS WERE SCREENED BY ELISA. RESULTS: IN UNTREATED CELL LINES WE DETECTED THE EXPRESSION OF 17 CT ANTIGENS THAT WERE ABSENT FROM NORMAL BM. EXPRESSION OF MOST ANTIGENS INCREASED FOLLOWING DEMETHYLATING TREATMENT WITH 5'-AZA-2'-DEOXYCYTIDINE. IN THESE SAMPLES, ONLY PRAME WAS REPEATEDLY DETECTED AND EXPRESSION CORRELATED WITH SEVERAL CLINICOPATHOLOGICAL PARAMETERS AND DECREASED OVERALL SURVIVAL. WE FURTHER SHOW THAT A LOWER FREQUENCY OF PRAME-POSITIVE SAMPLES DURING IMATINIB TREATMENT WAS NOT CAUSED BY GENE-SPECIFIC DOWNREGULATION. ANALYZING THE PATIENTS' ANTIBODY RESPONSES WE FOUND THAT THE VAST MAJORITY OF PATIENTS LACKED SPONTANEOUS IMMUNITY AGAINST CT ANTIGENS INCLUDING PRAME. CONCLUSIONS: CT ANTIGEN EXPRESSION CAN BE INCREASED BY THE APPLICATION OF EPIGENETIC AGENTS AND THE EXPRESSION OF PRAME CORRELATES WITH CLINICOPATHOLOGICAL PARAMETERS AND OVERALL SURVIVAL IN PATIENTS WITH CML, BUT DOES NOT LEAD TO HUMORAL IMMUNE RESPONSES. PRAME-SPECIFIC IMMUNOTHERAPY MIGHT REPRESENT A PROMISING APPROACH FOR THE ERADICATION OF RESIDUAL THERAPY-RESISTANT LEUKEMIC CELLS DUE TO ITS FREQUENT EXPRESSION AND STABILITY UNDER IMATINIB TREATMENT. 2010 19 101 22 A RAT METHYL-SEQ PLATFORM TO IDENTIFY EPIGENETIC CHANGES ASSOCIATED WITH STRESS EXPOSURE. AS GENOMES OF A WIDER VARIETY OF ANIMALS BECOME AVAILABLE, THERE IS AN INCREASING NEED FOR TOOLS THAT CAN CAPTURE DYNAMIC EPIGENETIC CHANGES IN THESE ANIMAL MODELS. THE RAT IS ONE PARTICULAR MODEL ANIMAL WHERE AN EPIGENETIC TOOL CAN COMPLEMENT MANY PHARMACOLOGICAL AND BEHAVIORAL STUDIES TO PROVIDE INSIGHTFUL MECHANISTIC INFORMATION. TO THIS END, WE ADAPTED THE SURESELECT TARGET CAPTURE SYSTEM (REFERRED TO AS METHYL-SEQ) FOR THE RAT, WHICH CAN ASSESS DNA METHYLATION LEVELS ACROSS THE RAT GENOME. THE RAT DESIGN TARGETED PROMOTERS, CPG ISLANDS, ISLAND SHORES, AND GC-RICH REGIONS FROM ALL REFSEQ GENES. TO IMPLEMENT THE PLATFORM ON A RAT EXPERIMENT, MALE SPRAGUE DAWLEY RATS WERE EXPOSED TO CHRONIC VARIABLE STRESS FOR 3 WEEKS, AFTER WHICH BLOOD SAMPLES WERE COLLECTED FOR GENOMIC DNA EXTRACTION. METHYL-SEQ LIBRARIES WERE CONSTRUCTED FROM THE RAT DNA SAMPLES BY SHEARING, ADAPTER LIGATION, TARGET ENRICHMENT, BISULFITE CONVERSION, AND MULTIPLEXING. LIBRARIES WERE SEQUENCED ON A NEXT-GENERATION SEQUENCING PLATFORM AND THE SEQUENCED READS WERE ANALYZED TO IDENTIFY DMRS BETWEEN DNA OF STRESSED AND UNSTRESSED RATS. TOP CANDIDATE DMRS WERE INDEPENDENTLY VALIDATED BY BISULFITE PYROSEQUENCING TO CONFIRM THE ROBUSTNESS OF THE PLATFORM. RESULTS DEMONSTRATE THAT THE RAT METHYL-SEQ PLATFORM IS A USEFUL EPIGENETIC TOOL THAT CAN CAPTURE METHYLATION CHANGES INDUCED BY EXPOSURE TO STRESS. 2018 20 2494 21 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