1  3755 145 INTEGRATED BIOINFORMATICS ANALYSIS UNCOVERS CHARACTERISTIC GENES AND MOLECULAR SUBTYPING SYSTEM FOR ENDOMETRIOSIS. OBJECTIVE: ENDOMETRIOSIS IS A CHRONIC INFLAMMATORY ESTROGEN-DEPENDENT DISEASE WITH THE GROWTH OF ENDOMETRIAL TISSUES OUTSIDE THE UTERINE CAVITY. NEVERTHELESS, THE ETIOLOGY OF ENDOMETRIOSIS IS STILL UNCLEAR. INTEGRATED BIOINFORMATICS ANALYSIS WAS IMPLEMENTED TO REVEAL THE MOLECULAR MECHANISMS UNDERLYING THIS DISEASE. METHODS: A TOTAL OF FOUR GENE EXPRESSION DATASETS (GSE7305, GSE11691, GSE23339, AND GSE25628) WERE RETRIEVED FROM THE GEO, WHICH WERE MERGED INTO A META-DATASET, FOLLOWED BY THE REMOVAL OF BATCH EFFECTS VIA THE SVA PACKAGE. WEIGHTED GENE CO-EXPRESSION NETWORK ANALYSIS (WGCNA) WAS IMPLEMENTED, AND ENDOMETRIOSIS-RELATED GENES WERE SCREENED UNDER NORMAL AND ENDOMETRIOSIS CONDITIONS. THEREAFTER, CHARACTERISTIC GENES WERE DETERMINED VIA LASSO ANALYSIS. THE DIAGNOSTIC PERFORMANCE WAS ESTIMATED VIA RECEIVER OPERATING CHARACTERISTIC CURVES, AND EPIGENETIC AND POST-TRANSCRIPTIONAL MODIFICATIONS WERE ANALYZED. SMALL MOLECULAR COMPOUNDS WERE PREDICTED. UNSUPERVISED CLUSTERING ANALYSIS WAS CONDUCTED VIA NON-NEGATIVE MATRIX FACTORIZATION ALGORITHM. THE ENRICHED PATHWAYS WERE ANALYZED VIA GENE SET ENRICHMENT ANALYSIS OR GSVA. IMMUNE FEATURES WERE EVALUATED ACCORDING TO IMMUNE-CHECKPOINTS, HLA, RECEPTORS, CHEMOKINES, AND IMMUNE CELLS. RESULTS: IN TOTAL, FOUR CHARACTERISTIC GENES (BGN, AQP1, ELMO1, AND DDR2) WERE DETERMINED FOR ENDOMETRIOSIS, ALL OF WHICH EXHIBITED THE FAVORABLE EFFICACY IN DIAGNOSING ENDOMETRIOSIS. THEIR ABERRANT LEVELS WERE MODULATED BY EPIGENETIC AND POST-TRANSCRIPTIONAL MODIFICATIONS. IN TOTAL, 51 POTENTIAL DRUGS WERE PREDICTED AGAINST ENDOMETRIOSIS. THE CHARACTERISTIC GENES EXHIBITED REMARKABLE ASSOCIATIONS WITH IMMUNOLOGICAL FUNCTION. THREE SUBTYPES WERE CLASSIFIED ACROSS ENDOMETRIOSIS, WITH DIFFERENT MECHANISMS AND IMMUNE FEATURES. CONCLUSION: OUR STUDY REVEALS THE CHARACTERISTIC GENES AND NOVEL MOLECULAR SUBTYPING OF ENDOMETRIOSIS, CONTRIBUTING TO THE EARLY DIAGNOSIS AND INTERVENTION IN ENDOMETRIOSIS.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
2  3560  28 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
3  2048  30 EPIGENETIC CLUSTERING OF LUNG ADENOCARCINOMAS BASED ON DNA METHYLATION PROFILES IN ADJACENT LUNG TISSUE: ITS CORRELATION WITH SMOKING HISTORY AND CHRONIC OBSTRUCTIVE PULMONARY DISEASE. THE AIM OF THIS STUDY WAS TO CLARIFY THE SIGNIFICANCE OF DNA METHYLATION ALTERATIONS DURING LUNG CARCINOGENESIS. INFINIUM ASSAY WAS PERFORMED USING 139 PAIRED SAMPLES OF NON-CANCEROUS LUNG TISSUE (N) AND TUMOROUS TISSUE (T) FROM A LEARNING COHORT OF PATIENTS WITH LUNG ADENOCARCINOMAS (LADCS). FIFTY PAIRED N AND T SAMPLES FROM A VALIDATION COHORT WERE ALSO ANALYZED. DNA METHYLATION ALTERATIONS ON 1,928 PROBES OCCURRED IN N SAMPLES RELATIVE TO NORMAL LUNG TISSUE FROM PATIENTS WITHOUT PRIMARY LUNG TUMORS, AND WERE INHERITED BY, OR STRENGTHENED IN, T SAMPLES. UNSUPERVISED HIERARCHICAL CLUSTERING USING DNA METHYLATION LEVELS IN N SAMPLES ON ALL 26,447 PROBES SUBCLUSTERED PATIENTS INTO CLUSTER I (N = 32), CLUSTER II (N = 35) AND CLUSTER III (N = 72). LADCS IN CLUSTER I DEVELOPED FROM THE INFLAMMATORY BACKGROUND IN CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) IN HEAVY SMOKERS AND WERE LOCALLY INVASIVE. MOST PATIENTS IN CLUSTER II WERE NON-SMOKERS AND HAD A FAVORABLE OUTCOME. LADCS IN CLUSTER III DEVELOPED IN LIGHT SMOKERS WERE MOST AGGRESSIVE (FREQUENTLY SHOWING LYMPHATIC AND BLOOD VESSEL INVASION, LYMPH NODE METASTASIS AND AN ADVANCED PATHOLOGICAL STAGE), AND HAD A POOR OUTCOME. DNA METHYLATION LEVELS OF HALLMARK GENES FOR EACH CLUSTER, SUCH AS IRX2, HOXD8, SPARCL1, RGS5 AND EI24, WERE AGAIN CORRELATED WITH CLINICOPATHOLOGICAL CHARACTERISTICS IN THE VALIDATION COHORT. DNA METHYLATION PROFILES REFLECTING CARCINOGENETIC FACTORS SUCH AS SMOKING AND COPD APPEAR TO BE ESTABLISHED IN NON-CANCEROUS LUNG TISSUE FROM PATIENTS WITH LADCS AND MAY DETERMINE THE AGGRESSIVENESS OF TUMORS DEVELOPING IN INDIVIDUAL PATIENTS, AND THUS PATIENT OUTCOME.	2014	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
4  1444  34 DIFFERENTIALLY HYPOMETHYLATED CELL-FREE DNA AND CORONARY COLLATERAL CIRCULATION. BACKGROUND: THE FACTORS AFFECTING CARDIOPROTECTIVE COLLATERAL CIRCULATION ARE STILL INCOMPLETELY UNDERSTOOD. RECENTLY, CHARACTERISTICS, SUCH AS CPG METHYLATION OF CELL-FREE DNA (CFDNA), HAVE BEEN REPORTED AS MARKERS WITH CLINICAL UTILITY. THE AIM OF THIS STUDY WAS TO EVALUATE WHETHER CFDNA METHYLATION PATTERNS ARE ASSOCIATED WITH THE GRADE OF CORONARY COLLATERAL CIRCULATION (CCC). RESULT: IN THIS CASE-CONTROL STUDY, CLINICAL AND ANGIOGRAPHIC DATA WERE OBTAINED FROM 143 PATIENTS (MEAN AGE, 58 YEARS, MALE 71%) WITH CHRONIC TOTAL CORONARY OCCLUSION. ENZYMATIC METHYL-SEQUENCING (EM-SEQ) LIBRARIES WERE PREPARED USING THE CFDNA EXTRACTED FROM THE PLASMA. DATA WERE PROCESSED TO OBTAIN THE AVERAGE METHYLATION FRACTION (AMF) TABLES OF GENOMIC REGIONS FROM WHICH BLACKLISTED REGIONS WERE REMOVED. UNSUPERVISED ANALYSIS OF THE OBTAINED AMF VALUES SHOWED THAT SOME OF THE CHANGES IN METHYLATION WERE DUE TO CCC. THROUGH RANDOM FOREST PREPARATION PROCESS, 256 DIFFERENTIALLY METHYLATED REGION (DMR) CANDIDATES SHOWING STRONG ASSOCIATION WITH CCC WERE SELECTED. A RANDOM FOREST CLASSIFIER WAS THEN CONSTRUCTED, AND THE AREA UNDER THE CURVE OF THE RECEIVER OPERATING CHARACTERISTIC CURVE INDICATED AN APPROPRIATE PREDICTIVE FUNCTION FOR CCC. FINALLY, 20 DMRS WERE IDENTIFIED TO HAVE SIGNIFICANTLY DIFFERENT AMF VALUES BETWEEN THE GOOD AND POOR CCC GROUPS. PARTICULARLY, THE GOOD CCC GROUP EXHIBITED HYPOMETHYLATED DMRS. PATHWAY ANALYSIS REVEALED FIVE PATHWAYS, INCLUDING TGF-BETA SIGNALING, TO BE ASSOCIATED WITH GOOD CCC. CONCLUSION: THESE DATA HAVE DEMONSTRATED THAT DIFFERENTIAL HYPOMETHYLATION WAS IDENTIFIED IN DOZENS OF CFDNA REGIONS IN PATIENTS WITH GOOD CCC. OUR RESULTS SUPPORT THE CLINICAL UTILITY OF NONINVASIVELY OBTAINED EPIGENETIC SIGNATURES FOR PREDICTING COLLATERAL CIRCULATION IN PATIENTS WITH VASCULAR DISEASES.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
5  2678  28 EVALUATION OF A PROGNOSTIC EPIGENETIC CLASSIFICATION SYSTEM IN CHRONIC LYMPHOCYTIC LEUKEMIA PATIENTS. BACKGROUND: METHYLATION AT 5 CPG SITES WAS PREVIOUSLY SHOWN TO CLASSIFY CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) INTO 3 PROGNOSTIC SUBGROUPS. HERE, WE AIMED TO VALIDATE THE MARKER SET IN AN ADDITIONAL COHORT AND TO EVALUATE ITS CLINICAL UTILITY FOR CLL PATIENT STRATIFICATION. METHODS: WE EVALUATED THIS EPIGENETIC MARKER SET IN 79 GERMAN PATIENTS USING BISULFITE TREATMENT FOLLOWED BY PYROSEQUENCING AND CLASSIFICATION USING A SUPPORT VECTOR MACHINE-LEARNING TOOL. RESULTS: THE N-CLL, I-CLL, AND M-CLL CLASSIFICATION WAS DETECTED IN 28 (35%), 10 (13%), AND 41 (51%) PATIENTS, RESPECTIVELY. EPIGENETIC GROUPING WAS ASSOCIATED WITH IGHV MUTATIONAL STATUS (P = 2 X 10(-12)), ISOLATED DEL13Q (P = 9 X 10(-6)), DEL17P (P = .015), COMPLEX KARYOTYPE (P = .005), VH-USAGE, AND CLINICAL OUTCOME AS TIME TO FIRST TREATMENT (P = 1.4 X 10(-12)) AND OVERALL SURVIVAL (P = .003). MULTIVARIATE COX REGRESSION ANALYSIS IDENTIFIED N-CLL AS A FACTOR FOR EARLIER TREATMENT HAZARD RATIO (HR), 6.3 (95% CONFIDENCE INTERVAL [CI] 2.4-16.4; P = .0002) COMPARED TO IGHV MUTATIONAL STATUS (HR 4.6, 95% CI 1.9-11.3, P = .0008). IN ADDITION, WHEN COMPARING THE PROGNOSTIC VALUE OF THE EPIGENETIC CLASSIFICATION SYSTEM WITH THE IGHV CLASSIFICATION, EPIGENETIC GROUPING PERFORMED BETTER COMPARED TO IGHV MUTATIONAL STATUS USING KAPLAN-MEIER ESTIMATION AND ALLOWED THE IDENTIFICATION OF A THIRD, INTERMEDIATE (I-CLL) GROUP. THUS, OUR STUDY CONFIRMED THE PROGNOSTIC VALUE OF THE EPIGENETIC MARKER SET FOR PATIENT STRATIFICATION IN ROUTINE CLINICAL DIAGNOSTICS.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
6  1577  25 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
7  4517  20 MULTI-OMICS FACTOR ANALYSIS-A FRAMEWORK FOR UNSUPERVISED INTEGRATION OF MULTI-OMICS DATA SETS. MULTI-OMICS STUDIES PROMISE THE IMPROVED CHARACTERIZATION OF BIOLOGICAL PROCESSES ACROSS MOLECULAR LAYERS. HOWEVER, METHODS FOR THE UNSUPERVISED INTEGRATION OF THE RESULTING HETEROGENEOUS DATA SETS ARE LACKING. WE PRESENT MULTI-OMICS FACTOR ANALYSIS (MOFA), A COMPUTATIONAL METHOD FOR DISCOVERING THE PRINCIPAL SOURCES OF VARIATION IN MULTI-OMICS DATA SETS. MOFA INFERS A SET OF (HIDDEN) FACTORS THAT CAPTURE BIOLOGICAL AND TECHNICAL SOURCES OF VARIABILITY. IT DISENTANGLES AXES OF HETEROGENEITY THAT ARE SHARED ACROSS MULTIPLE MODALITIES AND THOSE SPECIFIC TO INDIVIDUAL DATA MODALITIES. THE LEARNT FACTORS ENABLE A VARIETY OF DOWNSTREAM ANALYSES, INCLUDING IDENTIFICATION OF SAMPLE SUBGROUPS, DATA IMPUTATION AND THE DETECTION OF OUTLIER SAMPLES. WE APPLIED MOFA TO A COHORT OF 200 PATIENT SAMPLES OF CHRONIC LYMPHOCYTIC LEUKAEMIA, PROFILED FOR SOMATIC MUTATIONS, RNA EXPRESSION, DNA METHYLATION AND EX VIVO DRUG RESPONSES. MOFA IDENTIFIED MAJOR DIMENSIONS OF DISEASE HETEROGENEITY, INCLUDING IMMUNOGLOBULIN HEAVY-CHAIN VARIABLE REGION STATUS, TRISOMY OF CHROMOSOME 12 AND PREVIOUSLY UNDERAPPRECIATED DRIVERS, SUCH AS RESPONSE TO OXIDATIVE STRESS. IN A SECOND APPLICATION, WE USED MOFA TO ANALYSE SINGLE-CELL MULTI-OMICS DATA, IDENTIFYING COORDINATED TRANSCRIPTIONAL AND EPIGENETIC CHANGES ALONG CELL DIFFERENTIATION.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
8   401  31 ANALYSIS OF ABERRANT METHYLATION ON PROMOTER SEQUENCES OF TUMOR SUPPRESSOR GENES AND TOTAL DNA IN SPUTUM SAMPLES: A PROMISING TOOL FOR EARLY DETECTION OF COPD AND LUNG CANCER IN SMOKERS. BACKGROUND: CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) IS A DISORDER ASSOCIATED TO CIGARETTE SMOKE AND LUNG CANCER (LC). SINCE EPIGENETIC CHANGES IN ONCOGENES AND TUMOR SUPPRESSOR GENES (TSGS) ARE CLEARLY IMPORTANT IN THE DEVELOPMENT OF LC. IN THIS STUDY, WE HYPOTHESIZE THAT TOBACCO SMOKERS ARE SUSCEPTIBLE FOR METHYLATION IN THE PROMOTER REGION OF TSGS IN AIRWAY EPITHELIAL CELLS WHEN COMPARED WITH NON-SMOKER SUBJECTS. THE PURPOSE OF THIS STUDY WAS TO INVESTIGATE THE USEFULNESS OF DETECTION OF GENES PROMOTER METHYLATION IN SPUTUM SPECIMENS, AS A COMPLEMENTARY TOOL TO IDENTIFY LC BIOMARKERS AMONG SMOKERS WITH EARLY COPD. METHODS: WE DETERMINED THE AMOUNT OF DNA IN INDUCED SPUTUM FROM PATIENTS WITH COPD (N = 23), LC (N = 26), AS WELL AS IN HEALTHY SUBJECTS (CTR) (N = 33), USING A COMMERCIAL KIT FOR DNA PURIFICATION, FOLLOWED BY ABSORBANCE MEASUREMENT AT 260 NM. THE FREQUENCY OF CDKN2A, CDH1 AND MGMT PROMOTER METHYLATION IN THE SAME GROUPS WAS DETERMINED BY METHYLATION-SPECIFIC POLYMERASE CHAIN REACTION (MSP). THE FISHER'S EXACT TEST WAS EMPLOYED TO COMPARE FREQUENCY OF RESULTS BETWEEN DIFFERENT GROUPS. RESULTS: DNA CONCENTRATION WAS 7.4 AND 5.8 TIMES HIGHER IN LC AND COPD COMPARED TO THE (CTR) (P < 0.0001), RESPECTIVELY. METHYLATION STATUS OF CDKN2A AND MGMT WAS SIGNIFICANTLY HIGHER IN COPD AND LC PATIENTS COMPARED WITH CTR GROUP (P < 0.0001). FREQUENCY OF CDH1 METHYLATION ONLY SHOWED A STATISTICALLY SIGNIFICANT DIFFERENCE BETWEEN LC PATIENTS AND CTR GROUP (P < 0.05). CONCLUSIONS: WE PROVIDE EVIDENCE THAT ABERRANT METHYLATION OF TSGS IN SAMPLES OF INDUCED SPUTUM IS A USEFUL TOOL FOR EARLY DIAGNOSTIC OF LUNG DISEASES (LC AND COPD) IN SMOKER SUBJECTS. VIRTUAL SLIDES: THE ABSTRACT MUST FINISH WITH THE FOLLOWING TEXT: VIRTUAL SLIDES THE VIRTUAL SLIDE(S) FOR THIS ARTICLE CAN BE FOUND HERE: HTTP://WWW.DIAGNOSTICPATHOLOGY.DIAGNOMX.EU/VS/1127865005664160.	2012	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
9  6460  31 TIME TO RELAPSE IN CHRONIC LYMPHOCYTIC LEUKEMIA AND DNA-METHYLATION-BASED BIOLOGICAL AGE. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS A MATURE B CELL NEOPLASM WITH A PREDILECTION FOR OLDER INDIVIDUALS. WHILE PREVIOUS STUDIES HAVE IDENTIFIED EPIGENETIC SIGNATURES ASSOCIATED WITH CLL, WHETHER AGE-RELATED DNA METHYLATION CHANGES MODULATE CLL RELAPSE REMAINS ELUSIVE. IN THIS STUDY, WE EXAMINED THE ASSOCIATION BETWEEN EPIGENETIC AGE ACCELERATION AND TIME TO CLL RELAPSE IN A PUBLICLY AVAILABLE DATASET. DNA METHYLATION PROFILING OF 35 CLL PATIENTS PRIOR TO INITIATING CHEMOIMMUNOTHERAPY WAS PERFORMED USING THE INFINIUM HUMANMETHYLATION450 BEADCHIP. FOUR EPIGENETIC AGE ACCELERATION METRICS (INTRINSIC EPIGENETIC AGE ACCELERATION [IEAA], EXTRINSIC EPIGENETIC AGE ACCELERATION [EEAA], PHENOAGE ACCELERATION [PHENOAA], AND GRIMAGE ACCELERATION [GRIMAA]) WERE ESTIMATED FROM BLOOD DNA METHYLATION LEVELS. LINEAR, QUANTILE, AND LOGISTIC REGRESSION AND RECEIVER OPERATING CHARACTERISTIC CURVE ANALYSES WERE CONDUCTED TO ASSESS THE ASSOCIATION BETWEEN EACH EPIGENETIC AGE METRIC AND TIME TO CLL RELAPSE. EEAA (P = 0.011) AND PHENOAA (P = 0.046) WERE NEGATIVELY AND GRIMAA (P = 0.040) WAS POSITIVELY ASSOCIATED WITH TIME TO CLL RELAPSE. SIMULTANEOUS ASSESSMENT OF EEAA AND GRIMAA IN MALE PATIENTS DISTINGUISHED PATIENTS WHO RELAPSED EARLY FROM PATIENTS WHO RELAPSED LATER (P = 0.039). NO ASSOCIATIONS WERE OBSERVED WITH IEAA. THESE FINDINGS SUGGEST EPIGENETIC AGE ACCELERATION PRIOR TO CHEMOIMMUNOTHERAPY INITIATION IS ASSOCIATED WITH TIME TO CLL RELAPSE. OUR RESULTS PROVIDE NOVEL INSIGHT INTO THE ASSOCIATION BETWEEN AGE-RELATED DNA METHYLATION CHANGES AND CLL RELAPSE AND MAY SERVE HAS BIOMARKERS FOR TREATMENT RELAPSE, AND POTENTIALLY, TREATMENT SELECTION.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
10  1586  38 DNA METHYLATION PROFILING IDENTIFIES EPIGENETIC DIFFERENCES BETWEEN EARLY VERSUS LATE STAGES OF DIABETIC CHRONIC KIDNEY DISEASE. BACKGROUND: WE INVESTIGATED A CROSS-SECTIONAL EPIGENOME-WIDE ASSOCIATION STUDY OF PATIENTS WITH EARLY AND LATE DIABETES-ASSOCIATED CHRONIC KIDNEY DISEASE (CKD) TO IDENTIFY POSSIBLE EPIGENETIC DIFFERENCES BETWEEN THE TWO GROUPS AS WELL AS CHANGES IN METHYLATION ACROSS ALL STAGES OF DIABETIC CKD. WE ALSO EVALUATED THE POTENTIAL OF USING A PANEL OF IDENTIFIED 5'-C-PHOSPHATE-G-3' (CPG) SITES FROM THIS COHORT TO PREDICT THE PROGRESSION OF DIABETIC CKD. METHODS: THIS CROSS-SECTIONAL STUDY RECRUITED 119 ADULTS. DNA WAS EXTRACTED FROM BLOOD USING THE QIAGEN QIAAMPDNA MINI SPIN KIT. GENOME-WIDE METHYLATION ANALYSIS WAS PERFORMED USING ILLUMINA INFINIUM METHYLATIONEPIC BEADCHIPS (HM850K). INTENSITY DATA FILES WERE PROCESSED AND ANALYSED USING THE MINFI AND MISSMETHYL PACKAGES FOR R. WE EXAMINED THE DEGREE OF METHYLATION OF CPG SITES IN EARLY VERSUS LATE DIABETIC CKD PATIENTS FOR CPG SITES WITH AN UNADJUSTED P-VALUE <0.01 AND AN ABSOLUTE CHANGE IN METHYLATION OF 5% (N = 239 CPG SITES). RESULTS: HIERARCHICAL CLUSTERING OF THE 239 CPG SITES LARGELY SEPARATED THE TWO GROUPS. A HEAT MAP FOR ALL 239 CPG SITES DEMONSTRATED DISTINCT METHYLATION PATTERNS IN THE EARLY VERSUS LATE GROUPS, WITH CPG SITES SHOWING EVIDENCE OF PROGRESSIVE CHANGE. BASED ON OUR DIFFERENTIALLY METHYLATED REGION (DMR) ANALYSIS OF THE 239 CPG SITES, WE HIGHLIGHTED TWO DMRS, NAMELY THE CYSTEINE-RICH SECRETORY PROTEIN 2 (CRISP2) AND PIWI-LIKE RNA-MEDIATED GENE SILENCING 1 (PIWIL1) GENES. THE BEST PREDICTABILITY FOR THE TWO GROUPS INVOLVED A RECEIVER OPERATING CHARACTERISTICS CURVE OF EIGHT CPG SITES ALONE AND ACHIEVED AN AREA UNDER THE CURVE OF 0.976. CONCLUSIONS: WE HAVE IDENTIFIED DISTINCT DNA METHYLATION PATTERNS BETWEEN EARLY AND LATE DIABETIC CKD PATIENTS AS WELL AS DEMONSTRATED NOVEL FINDINGS OF POTENTIAL PROGRESSIVE METHYLATION CHANGES ACROSS ALL STAGES (1-5) OF DIABETIC CKD AT SPECIFIC CPG SITES. WE HAVE ALSO IDENTIFIED ASSOCIATED GENES CRISP2 AND PIWIL1, WHICH MAY HAVE THE POTENTIAL TO ACT AS STAGE-SPECIFIC DIABETES-ASSOCIATED CKD MARKERS, AND SHOWED THAT THE USE OF A PANEL OF EIGHT IDENTIFIED CPG SITES ALONE HELPS TO INCREASE THE PREDICTABILITY FOR THE TWO GROUPS.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
11  1107  27 COMBINING CYTOGENETIC AND EPIGENETIC APPROACHES IN CHRONIC LYMPHOCYTIC LEUKEMIA IMPROVES PROGNOSIS PREDICTION FOR PATIENTS WITH ISOLATED 13Q DELETION. BACKGROUND: BOTH DEFECTIVE DNA METHYLATION AND ACTIVE DNA DEMETHYLATION PROCESSES ARE EMERGING AS IMPORTANT RISK FACTORS IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). HOWEVER, ASSOCIATIONS BETWEEN 5-CYTOSINE EPIGENETIC MARKERS AND THE MOST FREQUENT CHROMOSOMAL ABNORMALITIES DETECTED IN CLL REMAIN TO BE ESTABLISHED. METHODS: CLL PATIENTS WERE RETROSPECTIVELY CLASSIFIED INTO A CYTOGENETIC LOW-RISK GROUP (ISOLATED 13Q DELETION), AN INTERMEDIATE-RISK GROUP (NORMAL KARYOTYPE OR TRISOMY 12), AND A HIGH-RISK GROUP (11Q DELETION, 17P DELETION, OR COMPLEX KARYOTYPE [>/= 3 BREAKPOINTS]). THE TWO 5-CYTOSINE DERIVATIVES, 5-METHYLCYTOSINE (5-MCYT) AND 5-HYDROXYMETHYLCYTOSINE (5-HMCYT), WERE TESTED BY ELISA (N = 60), WHILE REAL-TIME QUANTITATIVE PCR WAS USED FOR DETERMINING TRANSCRIPTIONAL EXPRESSION LEVELS OF DNMT AND TET (N = 24). RESULTS: BY USING GLOBAL DNA METHYLATION/DEMETHYLATION LEVELS, IN THE LOW-RISK DISEASE GROUP, TWO SUBGROUPS WITH SIGNIFICANTLY DIFFERENT CLINICAL OUTCOMES HAVE BEEN IDENTIFIED (MEDIAN TREATMENT-FREE SURVIVAL [TFS] 45 VERSUS > 120 MONTHS FOR 5-MCYT, P = 0.0008, AND 63 VERSUS > 120 MONTHS FOR 5-HMCYT, P = 0.04). A DEFECTIVE 5-MCYT STATUS WAS FURTHER ASSOCIATED WITH A HIGHER PERCENTAGE OF 13Q DELETED NUCLEI (> 80%), THUS SUGGESTING AN ACQUIRED PROCESS. WHEN CONSIDERING THE CYTOGENETIC INTERMEDIATE/HIGH-RISK DISEASE GROUPS, AN ASSOCIATION OF 5-MCYT STATUS WITH LYMPHOCYTOSIS (P = 0.0008) AND THE LYMPHOCYTE DOUBLING TIME (P = 0.04) BUT NOT WITH TFS WAS OBSERVED, AS WELL AS A REDUCTION OF DNMT3A, TET1, AND TET2 TRANSCRIPTS. CONCLUSIONS: COMBINING CYTOGENETIC STUDIES WITH 5-MCYT ASSESSMENT ADDS ACCURACY TO CLL PATIENTS' PROGNOSES AND PARTICULARLY FOR THOSE WITH 13Q DELETION AS A SOLE CYTOGENETIC ABNORMALITY.	2017	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
12   972  29 CHRONIC OBSTRUCTIVE PULMONARY DISEASE IS ASSOCIATED WITH EPIGENOME-WIDE DIFFERENTIAL METHYLATION IN BAL LUNG CELLS. DNA METHYLATION PATTERNS IN CHRONIC PULMONARY OBSTRUCTIVE DISEASE (COPD) MIGHT OFFER NEW INSIGHTS INTO DISEASE PATHOGENESIS. TO ASSESS METHYLATION PROFILES IN THE MAIN COPD TARGET ORGAN, WE PERFORMED AN EPIGENOME-WIDE ASSOCIATION STUDY ON BAL CELLS. BRONCHOSCOPIES WERE PERFORMED IN 18 SUBJECTS WITH COPD AND 15 CONTROL SUBJECTS (EX- AND CURRENT SMOKERS). DNA METHYLATION WAS MEASURED USING THE ILLUMINA METHYLATIONEPIC BEADCHIP KIT, COVERING MORE THAN 850,000 CPGS. DIFFERENTIALLY METHYLATED POSITIONS (DMPS) WERE EXAMINED FOR 1) ENRICHMENT IN PATHWAYS AND FUNCTIONAL GENE RELATIONSHIPS USING THE KYOTO ENCYCLOPEDIA OF GENES AND GENOMES AND GENE ONTOLOGY, 2) ACCELERATED AGING USING HORVATH'S EPIGENETIC CLOCK, 3) CORRELATION WITH GENE EXPRESSION, AND 4) COLOCALIZATION WITH GENETIC VARIATION. WE FOUND 1,155 BONFERRONI-SIGNIFICANT (P < 6.74 X 10(-8)) DMPS ASSOCIATED WITH COPD, MANY WITH LARGE EFFECT SIZES. FUNCTIONAL ANALYSIS IDENTIFIED BIOLOGICALLY PLAUSIBLE PATHWAYS AND GENE RELATIONSHIPS, INCLUDING ENRICHMENT FOR TRANSCRIPTION FACTOR ACTIVITY. STRONG CORRELATION WAS FOUND BETWEEN DNA METHYLATION AND CHRONOLOGICAL AGE BUT NOT BETWEEN COPD AND ACCELERATED AGING. FOR 79 UNIQUE DMPS, DNA METHYLATION CORRELATED SIGNIFICANTLY WITH GENE EXPRESSION IN BAL CELLS. THIRTY-NINE PERCENT OF DMPS WERE COLOCALIZED WITH COPD-ASSOCIATED SNPS. TO THE BEST OF OUR KNOWLEDGE, THIS IS THE FIRST EPIGENOME-WIDE ASSOCIATION STUDY OF COPD ON BAL CELLS, AND OUR ANALYSES REVEALED MANY DIFFERENTIAL METHYLATION SITES. INTEGRATION WITH MRNA DATA SHOWED A STRONG FUNCTIONAL READOUT FOR RELEVANT GENES, IDENTIFYING SITES WHERE DNA METHYLATION MIGHT DIRECTLY AFFECT EXPRESSION. ALMOST HALF OF DMPS WERE COLOCATED WITH SNPS IDENTIFIED IN PREVIOUS GENOME-WIDE ASSOCIATION STUDIES OF COPD, SUGGESTING JOINT GENETIC AND EPIGENETIC PATHWAYS RELATED TO DISEASE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
13  1456  35 DISCRIMINATING THE MOLECULAR BASIS OF HEPATOTOXICITY USING THE LARGE-SCALE CHARACTERISTIC MOLECULAR SIGNATURES OF TOXICANTS BY EXPRESSION PROFILING ANALYSIS. PREDICTING THE POTENTIAL HUMAN HEALTH RISK POSED BY CHEMICAL STRESSORS HAS LONG BEEN A MAJOR CHALLENGE FOR TOXICOLOGISTS, AND THE USE OF MICROARRAYS TO MEASURE RESPONSES TO TOXICOLOGICALLY RELEVANT GENES, AND TO IDENTIFY SELECTIVE, SENSITIVE BIOMARKERS OF TOXICITY IS A MAJOR APPLICATION OF PREDICTIVE AND DISCOVERY TOXICOLOGY. TO INVESTIGATE THIS POSSIBILITY, WE INVESTIGATED WHETHER CARCINOGENS (AT DOSES KNOWN TO INDUCE LIVER TUMORS IN CHRONIC EXPOSURE BIOASSAYS) DEREGULATE CHARACTERISTIC SETS OF GENES IN MICE. MALE C3H/HE MICE WERE DOSED WITH TWO HEPATOCARCINOGENS (VINYL CHLORIDE (VC, 50-25 MG/KG), ALDRIN (AD, 0.8-0.4 MG/KG)), OR TWO NON-HEPATOCARCINOGENS (COPPER SULFATE (CS, 150-60 MG/KG), 2,4,5-TRICHLOROPHENOXYACETIC ACID (2,4,5-T, 150-60 MG/KG)). LARGE-SCALE MOLECULAR CHANGES ELICITED BY THESE FOUR HEPATOTOXICANTS IN LIVER TISSUES WERE ANALYZED USING DNA MICROARRAY. THREE DAYS AFTER ADMINISTRATION, NO SIGNIFICANT PHENOTYPIC CHANGES WERE INDUCED BY THESE FOUR DIFFERENT HEPATOTOXICANTS IN TERMS OF HISTOLOGICAL EXAMINATION OR BLOOD BIOCHEMICAL ASSAY. HOWEVER, UNSUPERVISED HIERARCHICAL ANALYSIS OF GENE EXPRESSIONAL CHANGES INDUCED BY HEPATOTOXICANTS RESULTED IN TWO MAJOR GENE SUBCLUSTERS ON DENDROGRAM, I.E., A CARCINOGEN (VN, AD) AND NON-CARCINOGEN GROUP (CS, 2,4,5-T), AND ALSO REVEALED THAT DISTINCT MOLECULAR SIGNATURES EXIST. THESE SIGNATURES WERE FOUNDED ON WELL-DEFINED FUNCTIONAL GENE CATEGORIES AND MAY DIFFERENTIATE GENOTOXIC AND NON-GENOTOXIC CARCINOGENS. FURTHERMORE, VENN DIAGRAM ANALYSIS ALLOWED US TO IDENTIFY CARCINOGEN AND NON-CARCINOGEN-ASSOCIATED MOLECULAR SIGNATURES. USING STATISTICAL METHODS, WE ANALYZED OUTLIER GENES FOR FOUR DIFFERENT CLASSES (GENOTOXIC-, NON-GENOTOXIC-CARCINOGEN, GENOTOXIC-, NON-GENOTOXIC NON-CARCINOGEN) IN TERMS OF THEIR POTENTIAL TO PREDICT DIFFERENT MODES-OF-ACTION. IN CONCLUSION, THE IDENTIFICATION OF LARGE-SCALE MOLECULAR CHANGES IN DIFFERENT HEPATOCARCINOGEN EXPOSURE MODELS REVEALED THAT DIFFERENT TYPES OF HEPATOTOXICANTS ARE ASSOCIATED WITH DIFFERENT EPIGENETIC CHANGES AND MOLECULAR PATHWAYS AND THAT THESE LARGE-SCALE CHARACTERISTIC MOLECULAR CHANGES COULD BE USED AS PREDICTABLE TOXICITY MARKERS.	2008	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
14  6613  32 ULTRADEEP BISULFITE SEQUENCING ANALYSIS OF DNA METHYLATION PATTERNS IN MULTIPLE GENE PROMOTERS BY 454 SEQUENCING. WE DEVELOPED A NOVEL APPROACH FOR CONDUCTING MULTISAMPLE, MULTIGENE, ULTRADEEP BISULFITE SEQUENCING ANALYSIS OF DNA METHYLATION PATTERNS IN CLINICAL SAMPLES. A MASSIVELY PARALLEL SEQUENCING-BY-SYNTHESIS METHOD (454 SEQUENCING) WAS USED TO DIRECTLY SEQUENCE >100 BISULFITE PCR PRODUCTS IN A SINGLE SEQUENCING RUN WITHOUT SUBCLONING. WE SHOWED THE UTILITY, ROBUSTNESS, AND SUPERIORITY OF THIS APPROACH BY ANALYZING METHYLATION IN 25 GENE-RELATED CPG RICH REGIONS FROM >40 CASES OF PRIMARY CELLS, INCLUDING NORMAL PERIPHERAL BLOOD LYMPHOCYTES, ACUTE LYMPHOBLASTIC LEUKEMIA (ALL), CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), FOLLICULAR LYMPHOMA (FL), AND MANTLE CELL LYMPHOMA (MCL). A TOTAL OF 294,631 SEQUENCES WAS GENERATED WITH AN AVERAGE READ LENGTH OF 131 BP. ON AVERAGE, >1,600 INDIVIDUAL SEQUENCES WERE GENERATED FOR EACH PCR AMPLICON FAR BEYOND THE FEW CLONES (<20) TYPICALLY ANALYZED BY TRADITIONAL BISULFITE SEQUENCING. COMPREHENSIVE ANALYSIS OF CPG METHYLATION PATTERNS AT A SINGLE DNA MOLECULE LEVEL USING CLUSTERING ALGORITHMS REVEALED DIFFERENTIAL METHYLATION PATTERNS BETWEEN DISEASES. A SIGNIFICANT INCREASE IN METHYLATION WAS DETECTED IN ALL AND FL SAMPLES COMPARED WITH CLL AND MCL. FURTHERMORE, A PROGRESSIVE SPREADING OF METHYLATION WAS DETECTED FROM THE PERIPHERY TOWARD THE CENTER OF SELECT CPG ISLANDS IN THE ALL AND FL SAMPLES. THE ULTRADEEP SEQUENCING ALSO ALLOWED SIMULTANEOUS ANALYSIS OF GENETIC AND EPIGENETIC DATA AND REVEALED AN ASSOCIATION BETWEEN A SINGLE NUCLEOTIDE POLYMORPHISM AND THE METHYLATION PRESENT IN THE LRP1B PROMOTER. THIS NEW GENERATION OF METHYLOME SEQUENCING WILL PROVIDE DIGITAL PROFILES OF ABERRANT DNA METHYLATION FOR INDIVIDUAL HUMAN CANCERS AND OFFERS A ROBUST METHOD FOR THE EPIGENETIC CLASSIFICATION OF TUMOR SUBTYPES.	2007	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
15  5243  20 PROGNOSTIC IMPACT OF EPIGENETIC CLASSIFICATION IN CHRONIC LYMPHOCYTIC LEUKEMIA: THE CASE OF SUBSET #2. BASED ON THE METHYLATION STATUS OF 5 SINGLE CPG SITES, A NOVEL EPIGENETIC CLASSIFICATION OF CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) WAS RECENTLY PROPOSED, CLASSIFYING CLL PATIENTS INTO 3 CLINICO-BIOLOGICAL SUBGROUPS WITH DIFFERENT OUTCOME, TERMED MEMORY LIKE CLL (M-CLL), NAIVE LIKE CLL (N-CLL), AND A THIRD INTERMEDIATE CLL SUBGROUP (I-CLL). WHILE M-CLL AND N-CLL PATIENTS AT LARGE CORRESPONDED TO PATIENTS CARRYING MUTATED AND UNMUTATED IGHV GENES, RESPECTIVELY, LIMITED INFORMATION EXISTS REGARDING THE LESS DEFINED I-CLL GROUP. USING PYROSEQUENCING, WE INVESTIGATED THE PROGNOSTIC IMPACT OF THE PROPOSED 5 CPG SIGNATURE IN A WELL-CHARACTERIZED CLL COHORT (135 CASES), INCLUDING IGHV-MUTATED AND UNMUTATED PATIENTS AS WELL AS CLINICALLY AGGRESSIVE STEREOTYPED SUBSET #2 PATIENTS. OVERALL, WE CONFIRMED THE SIGNATURE'S ASSOCIATION WITH ESTABLISHED PROGNOSTIC MARKERS. MOREOVER, IN THE PRESENCE OF THE IGHV MUTATIONAL STATUS, THE EPIGENETIC SIGNATURE REMAINED INDEPENDENTLY ASSOCIATED WITH BOTH TIME-TO-FIRST-TREATMENT AND OVERALL SURVIVAL IN MULTIVARIATE ANALYSES. AS A PRIME FINDING, WE OBSERVED THAT SUBSET #2 PATIENTS WERE PREDOMINANTLY CLASSIFIED AS I-CLL, PROBABLY REFLECTING THEIR BORDERLINE IGHV MUTATIONAL STATUS (97-99% GERMLINE IDENTITY), THOUGH HAVING A SIMILARLY POOR PROGNOSIS AS N-CLL PATIENTS. IN SUMMARY, WE VALIDATED THE EPIGENETIC CLASSIFIER AS AN INDEPENDENT FACTOR IN CLL PROGNOSTICATION AND PROVIDE FURTHER EVIDENCE THAT SUBSET #2 IS A MEMBER OF THE I-CLL GROUP, HENCE SUPPORTING THE EXISTENCE OF A THIRD, INTERMEDIATE EPIGENETIC SUBGROUP.	2016	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
16  1064  36 CLINICAL SIGNIFICANCE OF PROMOTER METHYLATION STATUS OF TUMOR SUPPRESSOR GENES IN CIRCULATING DNA OF PANCREATIC CANCER PATIENTS. INTRODUCTION: PANCREATIC DUCTAL ADENOCARCINOMA (PDAC) IS A VERY AGGRESSIVE CANCER. THERE ARE VARIOUS SUB-CELLULAR EVENTS (BOTH GENETIC AND EPIGENETIC) THAT GET DYSREGULATED LEADING TO TUMORIGENESIS. METHYLATION IN PROMOTERS OF TUMOR SUPPRESSOR GENES IS ONE OF THESE EPIGENETIC PHENOMENA CONTRIBUTING TO THE PATHOGENESIS OF CANCER. GENES ANALYZED FOR PROMOTER METHYLATION STATUS IN THIS STUDY NAMELY SPARC (SECRETED PROTEIN ACIDIC AND RICH IN CYSTEINE, UCHL1 (UBIQUITIN CARBOXY-TERMINAL HYDROLASE L1), NPTX2 (NEURONAL PENTRAXIN 2), PENK (PROENKEPHALIN) HAD BEEN STUDIED IN PANCREATIC CANCER, BUT THERE IS A NEED TO CHECK METHYLATION IN THESE GENES AS CIRCULATORY NON-INVASIVE MARKERS. THIS STUDY ANALYZED THE ABSOLUTE QUANTIFICATION OF METHYLATION LEVELS OF SPARC, UCHL1, PENK, AND NPTX2 GENES PROMOTERS IN PDAC PATIENTS AS WELL AS IN CHRONIC PANCREATITIS (CP) PATIENTS AND HEALTHY SUBJECTS (HC) AND EVALUATED ITS CLINICAL SIGNIFICANCE IN PDAC. MATERIALS AND METHODS: THE STUDY INCLUDED 65 PDAC PATIENTS, 25 CP PATIENTS, AND 25 HEALTHY CONTROLS. DNA WAS EXTRACTED FROM THEIR PLASMA SAMPLES AND SUBSEQUENTLY GIVEN BISULFITE TREATMENT. ABSOLUTE QUANTIZATION OF METHYLATED AND UNMETHYLATED COPIES OF GENE PROMOTERS OF ALL THE FOUR GENES WAS PERFORMED USING REAL-TIME PCR (SYBR GREEN) BY THE STANDARD CURVE METHOD. METHYLATION LEVELS WERE EXPRESSED AS METHYLATION INDEX (MI) FOR EACH GENE IN EACH PATIENT. MI WAS CALCULATED FROM ABSOLUTE COPY NUMBERS AS FOLLOWS: MI-METHYLATED COPY NUMBER/METHYLATED COPY NUMBER + UNMETHYLATED COPY NUMBER). THESE INDICES WERE USED TO COMPARE GENE METHYLATION LEVELS WITHIN DIFFERENT GROUPS AND TO CORRELATE WITH CLINICOPATHOLOGICAL FEATURES AND SURVIVAL OF PANCREATIC CANCER PATIENTS. AN APPROPRIATE STATISTICAL ANALYSIS WAS APPLIED. RESULTS: METHYLATION INDICES FOR ALL THE FOUR GENES IN PDAC CASES WERE FOUND TO BE SIGNIFICANTLY HIGHER AS COMPARED TO THAT IN HEALTHY INDIVIDUALS. SPARC MI VALUES WERE FOUND TO DIFFERENTIATE EARLY-STAGE PDAC PATIENTS FROM CP PATIENTS. PDAC PATIENTS WITH THE METASTASIZED DISEASE AND STAGE IV DISEASE WERE FOUND TO HAVE HIGH MI FOR THE SPARC GENE AS WELL AS FOR THE NPTX2 GENE, WHILE A HIGHER UCHL1 METHYLATION INDEX WAS FOUND TO CORRELATE WITH AN ADVANCED STAGE OF THE DISEASE. HIGHER MI VALUES FOR SPARC AND NPTX2 GENES WERE FOUND TO ASSOCIATE WITH POOR SURVIVAL IN PATIENTS WITH PDAC. CONCLUSION: METHYLATION LOAD IN THE FORM OF MI FOR EACH OF THE FOUR GENES ASSESSED IN PLASMA MAY EMERGE AS A NON-INVASIVE BIOMARKER TO DIFFERENTIATE PANCREATIC CANCER FROM HEALTHY INDIVIDUALS. BUT ONLY SPARC AND NPTX2 HYPERMETHYLATION WERE ABLE TO DISTINGUISH PANCREATIC CANCER FROM CHRONIC PANCREATITIS. ASSOCIATION OF ABERRANT METHYLATION IN SPARC AND NPTX2 GENE WITH METASTASIS AND POOR SURVIVAL OF PATIENTS SUGGEST THE ROLE OF METHYLATION IN THESE GENES AS PROGNOSTIC MARKERS.	2020	

17  3929  28 LIVER EPIGENOME CHANGES IN PATIENTS WITH HEPATOPULMONARY SYNDROME: A PILOT STUDY. THE HEPATOPULMONARY SYNDROME (HPS) IS DEFINED BY THE PRESENCE OF PULMONARY GAS EXCHANGE ABNORMALITIES DUE TO INTRAPULMONARY VASCULAR DILATATIONS IN PATIENTS WITH CHRONIC LIVER DISEASE. CHANGES IN DNA METHYLATION REFLECT THE GENOMIC VARIATION. SINCE LIVER TRANSPLANT (LT) REVERTS HPS WE HYPOTHESIZED THAT IT MAY BE ASSOCIATED WITH SPECIFIC LIVER EPIGENETIC CHANGES. THUS, THE AIM OF THIS STUDY WAS TO INVESTIGATE THE ROLE OF THE LIVER EPIGENOME IN PATIENTS WITH HPS. WE EXTRACTED DNA FROM PARAFFIN EMBEDDED LIVER TISSUE SAMPLES FROM 10 PATIENTS WITH HPS AND 10 AGE-, SEX- AND MELD (MODEL FOR END-STAGE LIVER DISEASE)-MATCHED CONTROLS. DNA METHYLATION WAS DETERMINED USING THE 850K ARRAY (ILLUMINA). WEIGHTED GENE CO-EXPRESSION NETWORK ANALYSIS (WGCNA) WAS USED TO IDENTIFY MODULES RELATED TO DEFINING PHYSIOLOGIC CHARACTERISTICS OF HPS. ONLY 12 OUT OF THE 20 LIVER BIOPSIES (7 HPS AND 5 CONTROLS) HAD SUFFICIENT QUALITY TO BE ANALYZED. NONE OF THE 802,688 DNA PROBES ANALYZED IN THE CASE CONTROL COMPARISON ACHIEVED A SIGNIFICANT FALSE DISCOVERY RATE (FDR). WGCNA IDENTIFIED 5 CO-METHYLATED GENE-MODULES ASSOCIATED TO HPS MARKERS, MAINLY RELATED TO NERVOUS AND NEUROENDOCRINE SYSTEM, APOPTOTIC PROCESSES, GUT BACTERIAL TRANSLOCATION, ANGIOGENESIS AND VASCULAR REMODELING ONTOLOGIES. TO CONCLUDE, HPS IS ASSOCIATED WITH NERVOUS/NEUROENDOCRINE SYSTEM AND VASCULAR REMODELING RELATED LIVER EPIGENETIC CHANGES.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
18  3056  33 GENOME-WIDE DNA METHYLATION ANALYSIS IMPLICATES ENRICHMENT OF INTERFERON PATHWAY IN AFRICAN AMERICAN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS AND EUROPEAN AMERICANS WITH LUPUS NEPHRITIS. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC, MULTISYSTEM, INFLAMMATORY AUTOIMMUNE DISEASE THAT DISPROPORTIONATELY AFFECTS WOMEN. TRENDS IN SLE PREVALENCE AND CLINICAL COURSE DIFFER BY ANCESTRY, WITH THOSE OF AFRICAN AMERICAN ANCESTRY PRESENTING WITH MORE ACTIVE, SEVERE AND RAPIDLY PROGRESSIVE DISEASE THAN EUROPEAN AMERICANS. PREVIOUS RESEARCH ESTABLISHED ALTERED EPIGENETIC SIGNATURES IN SLE PATIENTS COMPARED TO CONTROLS. HOWEVER, THE CONTRIBUTION OF ABERRANT DNA METHYLATION (DNAM) TO THE RISK OF SLE BY ANCESTRY AND DIFFERENCES AMONG PATIENTS WITH SLE-ASSOCIATED LUPUS NEPHRITIS (LN) HAS NOT BEEN WELL DESCRIBED. WE EVALUATED THE DNA METHYLOMES OF 87 INDIVIDUALS INCLUDING 41 SLE PATIENTS, WITH AND WITHOUT LN, AND 46 CONTROLS ENROLLED IN AN ANCESTRY DIVERSE, WELL-CHARACTERIZED COHORT STUDY OF ESTABLISHED SLE (41 SLE PATIENTS [20 SLE-LN+, 21 SLE-LN-] AND 46 SEX-, RACE- AND AGE-MATCHED CONTROLS; 55% AFRICAN AMERICAN, 45% EUROPEAN AMERICAN). PARTICIPANTS WERE GENOTYPED USING THE INFINIUM GLOBAL DIVERSITY ARRAY (GDA), AND GENETIC ANCESTRY WAS ESTIMATED USING PRINCIPAL COMPONENTS. GENOME-WIDE DNA METHYLATION WAS INITIALLY MEASURED USING THE ILLUMINA METHYLATIONEPIC 850K BEADCHIP ARRAY FOLLOWED BY METHYLATION-SPECIFIC QPCR TO VALIDATE THE METHYLATION STATUS AT PUTATIVE LOCI. DIFFERENTIALLY METHYLATED POSITIONS (DMP) WERE IDENTIFIED USING A CASE-CONTROL APPROACH ADJUSTED FOR ANCESTRY. WE IDENTIFIED A TOTAL OF 51 DMPS IN CPGS AMONG SLE PATIENTS COMPARED TO CONTROLS. GENES PROXIMAL TO THESE CPGS WERE HIGHLY ENRICHED FOR INVOLVEMENT IN TYPE I INTERFERON SIGNALING. DMPS AMONG EUROPEAN AMERICAN SLE PATIENTS WITH LN WERE SIMILAR TO AFRICAN AMERICAN SLE PATIENTS WITH AND WITHOUT LN. OUR FINDINGS WERE VALIDATED USING AN ORTHOGONAL, METHYL-SPECIFIC PCR FOR THREE SLE-ASSOCIATED DMPS NEAR OR PROXIMAL TO MX1, USP18, AND IFITM1. OUR STUDY CONFIRMS PREVIOUS REPORTS THAT DMPS IN CPGS ASSOCIATED WITH SLE ARE ENRICHED IN TYPE I INTERFERON GENES. HOWEVER, WE SHOW THAT EUROPEAN AMERICAN SLE PATIENTS WITH LN HAVE SIMILAR DNAM PATTERNS TO AFRICAN AMERICAN SLE PATIENTS IRRESPECTIVE OF LN, SUGGESTING THAT ABERRANT DNAM ALTERS ACTIVITY OF TYPE I INTERFERON PATHWAY LEADING TO MORE SEVERE DISEASE INDEPENDENT OF ANCESTRY.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
19  2418  46 EPIGENETIC SIGNATURE OF CHRONIC LOW BACK PAIN IN HUMAN T CELLS. OBJECTIVE: DETERMINE IF CHRONIC LOW BACK PAIN (LBP) IS ASSOCIATED WITH DNA METHYLATION SIGNATURES IN HUMAN T CELLS THAT WILL REVEAL NOVEL MECHANISMS AND POTENTIAL THERAPEUTIC TARGETS AND EXPLORE THE FEASIBILITY OF EPIGENETIC DIAGNOSTIC MARKERS FOR PAIN-RELATED PATHOPHYSIOLOGY. METHODS: GENOME-WIDE DNA METHYLATION ANALYSIS OF 850,000 CPG SITES IN WOMEN AND MEN WITH CHRONIC LBP AND PAIN-FREE CONTROLS WAS PERFORMED. T CELLS WERE ISOLATED (DISCOVERY COHORT, N = 32) AND USED TO IDENTIFY DIFFERENTIALLY METHYLATED CPG SITES, AND GENE ONTOLOGIES AND MOLECULAR PATHWAYS WERE IDENTIFIED. A POLYGENIC DNA METHYLATION SCORE FOR LBP WAS GENERATED IN BOTH WOMEN AND MEN. VALIDATION WAS PERFORMED IN AN INDEPENDENT COHORT (VALIDATION COHORT, N = 63) OF CHRONIC LBP AND HEALTHY CONTROLS. RESULTS: ANALYSIS WITH THE DISCOVERY COHORT REVEALED A TOTAL OF 2,496 AND 419 DIFFERENTIALLY METHYLATED CPGS IN WOMEN AND MEN, RESPECTIVELY. IN WOMEN, MOST OF THESE SITES WERE HYPOMETHYLATED AND ENRICHED IN GENES WITH FUNCTIONS IN THE EXTRACELLULAR MATRIX, IN THE IMMUNE SYSTEM (IE, CYTOKINES), OR IN EPIGENETIC PROCESSES. IN MEN, A UNIQUE CHRONIC LBP DNA METHYLATION SIGNATURE WAS IDENTIFIED CHARACTERIZED BY SIGNIFICANT ENRICHMENT FOR GENES FROM THE MAJOR HISTOCOMPATIBILITY COMPLEX. SEX-SPECIFIC POLYGENIC DNA METHYLATION SCORES WERE GENERATED TO ESTIMATE THE PAIN STATUS OF EACH INDIVIDUAL AND CONFIRMED IN THE VALIDATION COHORT USING PYROSEQUENCING. CONCLUSION: THIS STUDY REVEALS SEX-SPECIFIC DNA METHYLATION SIGNATURES IN HUMAN T CELLS THAT DISCRIMINATES CHRONIC LBP PARTICIPANTS FROM HEALTHY CONTROLS.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
20  5979  26 TET2 MUTATIONS ARE ASSOCIATED WITH SPECIFIC 5-METHYLCYTOSINE AND 5-HYDROXYMETHYLCYTOSINE PROFILES IN PATIENTS WITH CHRONIC MYELOMONOCYTIC LEUKEMIA. CHRONIC MYELOMONOCYTIC LEUKEMIA (CMML) HAS RECENTLY BEEN ASSOCIATED WITH A HIGH INCIDENCE OF DIVERSE MUTATIONS IN GENES SUCH AS TET2 OR EZH2 THAT ARE IMPLICATED IN EPIGENETIC MECHANISMS. WE HAVE PERFORMED GENOME-WIDE DNA METHYLATION ARRAYS AND MUTATIONAL ANALYSIS OF TET2, IDH1, IDH2, EZH2 AND JAK2 IN A GROUP OF 24 PATIENTS WITH CMML. 249 GENES WERE DIFFERENTIALLY METHYLATED BETWEEN CMML PATIENTS AND CONTROLS. USING INGENUITY PATHWAY ANALYSIS, WE IDENTIFIED ENRICHMENT IN A GENE NETWORK CENTERED AROUND PLC, JNK AND ERK SUGGESTING THAT THESE PATHWAYS, WHOSE DEREGULATION HAS BEEN RECENTLY DESCRIBED IN CMML, ARE AFFECTED BY EPIGENETIC MECHANISMS. MUTATIONS OF TET2, JAK2 AND EZH2 WERE FOUND IN 15 PATIENTS (65%), 4 PATIENTS (17%) AND 1 PATIENT (4%) RESPECTIVELY WHILE NO MUTATIONS IN THE IDH1 AND IDH2 GENES WERE IDENTIFIED. INTERESTINGLY, PATIENTS WITH WILD TYPE TET2 CLUSTERED SEPARATELY FROM PATIENTS WITH TET2 MUTATIONS, SHOWED A HIGHER DEGREE OF HYPERMETHYLATION AND WERE ASSOCIATED WITH HIGHER RISK KARYOTYPES. OUR RESULTS DEMONSTRATE THE PRESENCE OF ABERRANT DNA METHYLATION IN CMML AND IDENTIFIES TET2 MUTANT CMML AS A BIOLOGICALLY DISTINCT DISEASE SUBTYPE WITH A DIFFERENT EPIGENETIC PROFILE.	2012