1  6420 133 THE THERANOSTIC VALUE OF ACETYLATION GENE SIGNATURES IN OBSTRUCTIVE SLEEP APNEA DERIVED BY MACHINE LEARNING. EPIGENETIC MODIFICATIONS ARE IMPLICATED IN THE ONSET AND PROGRESSION OF OBSTRUCTIVE SLEEP APNEA (OSA) AND ITS COMPLICATIONS THROUGH THEIR BIDIRECTIONAL RELATIONSHIP WITH LONG-TERM CHRONIC INTERMITTENT HYPOXIA (IH). HOWEVER, THE EXACT ROLE OF EPIGENETIC ACETYLATION IN OSA IS UNCLEAR. HERE WE EXPLORED THE RELEVANCE AND IMPACT OF ACETYLATION-RELATED GENES IN OSA BY IDENTIFYING MOLECULAR SUBTYPES MODIFIED BY ACETYLATION IN OSA PATIENTS. TWENTY-NINE SIGNIFICANTLY DIFFERENTIALLY EXPRESSED ACETYLATION-RELATED GENES WERE SCREENED IN A TRAINING DATASET (GSE135917). SIX COMMON SIGNATURE GENES WERE IDENTIFIED USING THE LASSO AND SUPPORT VECTOR MACHINE ALGORITHMS, WITH THE POWERFUL SHAP ALGORITHM USED TO JUDGE THE IMPORTANCE OF EACH IDENTIFIED FEATURE. DSCC1, ACTL6A, AND SHCBP1 WERE BEST CALIBRATED AND DISCRIMINATED OSA PATIENTS FROM NORMAL IN BOTH TRAINING AND VALIDATION (GSE38792) DATASETS. DECISION CURVE ANALYSIS SHOWED THAT PATIENTS COULD BENEFIT FROM A NOMOGRAM MODEL DEVELOPED USING THESE VARIABLES. FINALLY, A CONSENSUS CLUSTERING APPROACH CHARACTERIZED OSA PATIENTS AND ANALYZED THE IMMUNE SIGNATURES OF EACH SUBGROUP. OSA PATIENTS WERE DIVIDED INTO TWO ACETYLATION PATTERNS (HIGHER ACETYLATION SCORES IN GROUP B THAN IN GROUP A) THAT DIFFERED SIGNIFICANTLY IN TERMS OF IMMUNE MICROENVIRONMENT INFILTRATION. THIS IS THE FIRST STUDY TO REVEAL THE EXPRESSION PATTERNS AND KEY ROLE PLAYED BY ACETYLATION IN OSA, LAYING THE FOUNDATION FOR OSA EPITHERAPY AND REFINED CLINICAL DECISION-MAKING.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
2  2730  48 EXPLORING THE BIOLOGICAL FUNCTION OF IMMUNE CELL-RELATED GENES IN HUMAN IMMUNODEFICIENCY VIRUS (HIV)-1 INFECTION BASED ON WEIGHTED GENE CO-EXPRESSION NETWORK ANALYSIS (WGCNA). BACKGROUND: ACQUIRED IMMUNODEFICIENCY SYNDROME (AIDS) IS A CHRONIC INFECTIOUS DISEASE CHARACTERIZED BY CONSISTENT IMMUNE DYSFUNCTION. THE OBJECTIVE OF THIS STUDY IS TO DETERMINE WHETHER IMMUNE CELL-RELATED GENES CAN BE USED AS BIOMARKERS FOR THE OCCURRENCE OF AIDS AND POTENTIAL MOLECULAR MECHANISMS. METHODS: A WEIGHTED GENE CO-EXPRESSION NETWORK ANALYSIS WAS PERFORMED USING THE GSE6740 DATASET FROM THE GENE EXPRESSION SYNTHESIS DATABASE TO IDENTIFY THE HUB GENE, WHICH CONTAINED MICROARRAY DATA FROM HIV-1 POSITIVE (HIV-1(+)) AND HIV-1 NEGATIVE (HIV-1(-)) INDIVIDUALS. THE HIV-1(+)-RELATED DIFFERENTIALLY EXPRESSED GENES WERE THEN IDENTIFIED USING THE LIMMA PACKAGE. SUBSEQUENTLY, THE CHARACTERISTIC IMMUNE CELL-RELATED GENES WERE IDENTIFIED AS DIAGNOSTIC BIOMARKERS FOR HIV-1(+) USING THE RANDOM FOREST MODEL (RF), SUPPORT VECTOR MACHINE MODEL, AND GENERALIZED LINEAR MODEL. RESULTS: MEDARKGREEN EXHIBITED THE STRONGEST CORRELATION WITH HIV CLINICAL FEATURES OF ANY OF THESE MODULES. AS THE BEST MODEL FOR DIAGNOSING HIV-1(+/-), RF WAS USED TO SELECT FOUR CRITICAL IMMUNE CELL-RELATED GENES, NAMELY, ARRB1, DPEP2, LTBP3, AND RGCC, AND A NOMOGRAM MODEL WAS CREATED TO PREDICT THE OCCURRENCE OF HIV-1 INFECTION BASED ON FOUR KEY IMMUNE CELL-RELATED GENES. DIAGNOSTIC GENES WERE SHOWN TO BE ENGAGED IN IMMUNE-RELATED PATHWAYS, SUGGESTING THAT IMMUNOLOGICAL MOLECULES, IMMUNE CELLS, AND IMMUNE PATHWAYS ALL HAVE A ROLE IN HIV-1 INFECTION. THE CTD DATABASE WAS EXPLORED FOR PROSPECTIVE MEDICATIONS OR MOLECULAR COMPOUNDS THAT MIGHT BE UTILIZED TO TREAT HIV-1(+) PATIENTS. = MOREOVER, IN HIV-1(+) INDIVIDUALS, THE CERNA NETWORK REVEALED THAT ARRB1, DPEP2, LTBP3, AND RGCC COULD BE REGULATED BY LNCRNAS THROUGH THE CORRESPONDING MIRNAS. ULTIMATELY, RT-PCR RESULTS FROM CLINICAL BLOOD SAMPLES DEMONSTRATED THAT THE FOUR DIAGNOSTIC GENES WERE SIGNIFICANTLY DOWNREGULATED IN HIV-1(+) PATIENTS. CONCLUSION: WE SCREENED FOUR IMMUNE CELL-RELATED GENES, ARRB1, DPEP2, LTBP3, AND RGCC, WHICH MAY BE CONSIDERED AS THE DIAGNOSTIC MARKERS FOR HIV-1/AIDS. OUR FINDINGS REVEAL THAT IMMUNE RELATED GENES AND PATHWAYS INVOLVED IN HIV-1 PATHOGENESIS WERE REGULATED ON BOTH GENETIC AND EPIGENETIC LEVELS BY CONSTRUCTING A CERNA NETWORK ASSOCIATED WITH LNCRNA.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
3  3755  37 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
4  2406  35 EPIGENETIC RESPONSES TO RHINOVIRUS EXPOSURE IN AIRWAY EPITHELIAL CELLS ARE CORRELATED WITH KEY TRANSCRIPTIONAL PATHWAYS IN CHRONIC RHINOSINUSITIS. BACKGROUND: VIRUSES MAY DRIVE IMMUNE MECHANISMS RESPONSIBLE FOR CHRONIC RHINOSINUSITIS WITH NASAL POLYPOSIS (CRSWNP), BUT LITTLE IS KNOWN ABOUT THE UNDERLYING MOLECULAR MECHANISMS. OBJECTIVES: TO IDENTIFY EPIGENETIC AND TRANSCRIPTIONAL RESPONSES TO A COMMON UPPER RESPIRATORY PATHOGEN, RHINOVIRUS (RV), THAT ARE SPECIFIC TO PATIENTS WITH CRSWNP USING A PRIMARY SINONASAL EPITHELIAL CELL CULTURE MODEL. METHODS: AIRWAY EPITHELIAL CELLS WERE COLLECTED AT SURGERY FROM PATIENTS WITH CRSWNP (CASES) AND FROM CONTROLS WITHOUT SINUS DISEASE, CULTURED, AND THEN EXPOSED TO RV OR VEHICLE FOR 48 H. DIFFERENTIAL GENE EXPRESSION AND DNA METHYLATION (DNAM) BETWEEN CASES AND CONTROLS IN RESPONSE TO RV WERE DETERMINED USING LINEAR MIXED MODELS. WEIGHTED GENE CO-EXPRESSION ANALYSIS (WGCNA) WAS USED TO IDENTIFY (A) CO-REGULATED GENE EXPRESSION AND DNAM SIGNATURES, AND (B) GENES, PATHWAYS, AND REGULATORY MECHANISMS SPECIFIC TO CRSWNP. RESULTS: WE IDENTIFIED 5585 DIFFERENTIAL TRANSCRIPTIONAL AND 261 DNAM RESPONSES (FDR <0.10) TO RV BETWEEN CRSWNP CASES AND CONTROLS. THESE DIFFERENTIAL RESPONSES FORMED THREE CO-EXPRESSION/CO-METHYLATION MODULES THAT WERE RELATED TO CRSWNP AND THREE THAT WERE RELATED TO RV (BONFERRONI CORRECTED P < .01). MOST (95%) OF THE DIFFERENTIALLY METHYLATED CPGS (DMCS) WERE IN MODULES RELATED TO CRSWNP, WHEREAS THE DIFFERENTIALLY EXPRESSED GENES (DEGS) WERE MORE EQUALLY DISTRIBUTED BETWEEN THE CRSWNP- AND RV-RELATED MODULES. GENES IN THE CRSWNP-RELATED MODULES WERE ENRICHED IN KNOWN CRS AND/OR VIRAL RESPONSE IMMUNE PATHWAYS. CONCLUSION: RV ACTIVATES SPECIFIC EPIGENETIC PROGRAMS AND CORRELATED TRANSCRIPTIONAL NETWORKS IN THE SINONASAL EPITHELIUM OF INDIVIDUALS WITH CRSWNP. THESE NOVEL OBSERVATIONS SUGGEST EPIGENETIC SIGNATURES SPECIFIC TO PATIENTS WITH CRSWNP MODULATE RESPONSE TO VIRAL PATHOGENS AT THE MUCOSAL ENVIRONMENTAL INTERFACE. DETERMINING HOW VIRAL RESPONSE PATHWAYS ARE INVOLVED IN EPITHELIAL INFLAMMATION IN CRSWNP COULD LEAD TO THERAPEUTIC TARGETS FOR THIS BURDENSOME AIRWAY DISORDER.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
5  5144  31 POTENTIAL ROLE OF LNCRNA-TSIX, MIR-548-A-3P, AND SOGA1 MRNA IN THE DIAGNOSIS OF HEPATOCELLULAR CARCINOMA. RECENT TRENDS ARE MOVING TOWARDS THE USE OF THE CIRCULATING TRANSCRIPTOME AS A POTENTIAL DIAGNOSTIC AND THERAPEUTIC TOOL FOR HEPATOCELLULAR CARCINOMA (HCC). THE AIM OF THIS STUDY IS TO IDENTIFY CIRCULATORY RNA BASED BIOMARKER PANEL, IN ADDITION TO THEIR RELATIONSHIP TO THE OUTCOME IN HCC. FIRST, UTILIZING BIOINFORMATICS TOOLS, WE SELECTED AN HCC-SPECIFIC RNA-BASED BIOMARKER PANEL THAT DEPENDED ON THE INTEGRATION OF SUPPRESSOR OF GLUCOSE AUTOPHAGY-ASSOCIATED (SOGA1) GENE EXPRESSION WITH THE CHOSEN PANEL OF EPIGENETIC REGULATORS OF THIS GENE [LONG NON-CODING RNA ANTISENSE FOR X-INACTIVE-SPECIFIC TRANSCRIPT (LNCRNA-TSIX) AND MICRORNA-548-A-3P (MIR-548-A-3P)]. SECOND, WE ATTEMPTED TO VALIDATE THESE BIOMARKERS USING THE SERA OF 65 PATIENTS WITH HCC, 34 PATIENTS WITH CHRONIC HEPATITIS C VIRUS (CHC) INFECTION AND 32 HEALTHY VOLUNTEERS. FINALLY, THE EXPRESSION LEVELS OF THE CHOSEN RNA-BASED BIOMARKER PANEL WERE ASSESSED IN THE SERUM SAMPLES USING QRT-PCR ASSAYS. THE PANEL OF 3 RNA-BASED BIOMARKERS (LNCRNA-TSIX, MIR-548-A-3P, AND SOGA1) EXHIBITED HIGH SENSITIVITY AND SPECIFICITY IN DIFFERENTIATING HCC PATIENTS FROM CHC PATIENTS AND HEALTHY CONTROLS. AMONG THESE 3 RNAS, SERUM LNCRNA-TSIX AND SOGA1 WERE INDEPENDENT PROGNOSTIC FACTOR. THE CHOSEN CIRCULATORY RNA-BASED BIOMARKER PANEL MAY SERVE AS A DIAGNOSTIC AND PROGNOSTIC BIOMARKER FOR HCC.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
6  3501  42 IDENTIFICATION OF POTENTIAL BIOMARKERS FOR SYSTEMIC LUPUS ERYTHEMATOSUS BY INTEGRATED ANALYSIS OF GENE EXPRESSION AND METHYLATION DATA. INTRODUCTION: SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A HETEROGENEOUS AND CHRONIC AUTOIMMUNE DISEASE. ABERRANT DNA METHYLATION OCCURS DURING VARIOUS PROCESSES OF SLE DEVELOPMENT REGULATING THE MRNA EXPRESSION OF INTERRELATED GENES. THIS STUDY AIMS TO SCREEN POTENTIAL DNA METHYLATION MARKERS FOR SLE. METHODS: GENE EXPRESSION AND METHYLATION DATASETS WERE DOWNLOADED FROM THE GENE EXPRESSION OMNIBUS (GEO) DATABASE. DIFFERENTIALLY EXPRESSED GENES (DEGS) BETWEEN SLE PATIENTS AND HEALTHY CONTROLS WERE SCREENED USING THE LIMMA R PACKAGE, AND DIFFERENTIALLY METHYLATED POSITIONS (DMPS) AND REGIONS (DMRS) WERE IDENTIFIED USING DMPFINDER AND BUMPHUNTER (MINFI). ADDITIONALLY, THE DNA METHYLATION MARKERS TO DISTINGUISH SLE PATIENTS FROM HEALTHY CONTROLS WERE EXPLORED THROUGH RECEIVER OPERATING CHARACTERISTIC (ROC) CURVES AND LOGISTIC REGRESSION ANALYSES. FINALLY, WE VALIDATED THE RESULTS OF THE BIOINFORMATIC ANALYSIS BY PYROSEQUENCING. RESULTS: IN TOTAL, 91 DEGS, 90,092 DMPS, 15 DMRS, AND 13 DMR-ASSOCIATED GENES WERE IDENTIFIED. THROUGH THE INTEGRATIVE ANALYSIS OF DEG- AND DMR-ASSOCIATED GENES, WE IDENTIFIED FIVE TYPE I INTERFERON (IFN)-RELATED GENES AS KEY EPIGENETIC-DRIVEN GENES IN SLE. GO ENRICHMENT ANALYSIS SHOWED THAT THE FIVE SLE-ASSOCIATED EPIGENETIC-DRIVEN GENES WERE MAINLY ENRICHED IN THE TYPE I IFN SIGNALING PATHWAY INVOLVED IN IMMUNE RESPONSE AND DEFENSE RESPONSE TO VIRUS. MOREOVER, WE IDENTIFIED TWO SLE-SPECIFIC DNA METHYLATION MARKERS, THREE SLE WITHOUT LUPUS NEPHRITIS (SLE-LN(-))-SPECIFIC DNA METHYLATION MARKERS, AND TWO SLE WITH LUPUS NEPHRITIS (SLE-LN(+))-SPECIFIC DNA METHYLATION MARKERS BY STEPWISE LOGISTIC REGRESSION. CONCLUSIONS: OVERALL, OUR STUDY DEMONSTRATES POTENTIAL DNA METHYLATION MARKERS OF SLE, SLE-LN(-), AND SLE-LN(+), WHICH MAY HELP THE DIAGNOSIS, BOOST THE DEVELOPMENT OF NEW EPIGENETIC THERAPY, AND CONTRIBUTE TO INDIVIDUALIZED TREATMENT. KEY POINTS * THIS STUDY IDENTIFIED FIVE TYPE I IFN-RELATED GENES AS KEY EPIGENETIC-DRIVEN GENES IN SLE, WHICH SUPPORT THE IMPORTANCE OF THE TYPE I IFN PATHWAY IN THE PATHOGENESIS OF SLE * WE IDENTIFIED NOVEL DNA METHYLATION BIOMARKERS IN SLE, SLE-LN-, AND SLE-LN+ BY A COMPREHENSIVE ANALYSIS OF BIOINFORMATICS METHODS AND EXECUTED EXPERIMENTAL VALIDATION, AND BINARY LOGISTIC REGRESSION ANALYSIS SHOWED THAT THEY HAVE EXCELLENT POTENTIAL * THESE RESULTS MAY PROVIDE NEW INSIGHTS INTO THE BIOLOGICAL MECHANISMS OF SLE, AND IDENTIFY RELIABLE BIOMARKERS FOR SLE, SLE-LN-, AND SLE-LN+, WHICH MAY CONTRIBUTE TO DIAGNOSIS AND INDIVIDUALIZED TREATMENT.	2023	
                                                                                                                                                                                                                                                                                                       
7  5094  26 PLASMA EXTRACELLULAR VESICLE SUBTYPES MAY BE USEFUL AS POTENTIAL BIOMARKERS OF IMMUNE ACTIVATION IN PEOPLE WITH HIV. BACKGROUND: EXTRACELLULAR VESICLES (EVS) ARE INTERCELLULAR MESSENGERS WITH EPIGENETIC POTENTIAL SINCE THEY CAN SHUTTLE MICRORNA (MIRNA). EVS AND MIRNA PLAY A ROLE IN HUMAN IMMUNODEFICIENCY VIRUS (HIV) INFECTION IMMUNOPATHOGENESIS. CHRONIC IMMUNE ACTIVATION AND SYSTEMIC INFLAMMATION DURING HIV INFECTION DESPITE EFFECTIVE ANTIRETROVIRAL THERAPY (ART) ARE ASSOCIATED WITH NON-ACQUIRED IMMUNODEFICIENCY SYNDROME (AIDS) COMORBIDITIES IN PEOPLE LIVING WITH HIV (PLWH). ANALYSIS OF PLASMA EVS AND THEIR MIRNA CONTENT MAY BE USEFUL AS IMMUNE ACTIVATION OR INFLAMMATORY BIOMARKERS IN PLWH RECEIVING ART. IN THIS STUDY, WE HYPOTHESIZED THAT THE NUMBER, SIZE, AND MIRNA OF LARGE AND SMALL EVS COULD REFLECT IMMUNE ACTIVATION ASSOCIATED WITH AN ELEVATED CD8 T-CELL COUNT OR A LOW CD4/CD8 RATIO IN PLWH. METHODS: PLASMA EVS SUBTYPE PURIFIED FROM PLWH AND UNINFECTED CONTROLS WERE SIZED USING DYNAMIC LIGHT SCATTERING AND QUANTIFIED USING FLOW CYTOMETRY AND ACETYLCHOLINE ESTERASE (ACHE) ACTIVITY. EXPRESSION OF MATURE MIRNAS MIR-92, MIR-155, MIR-223 WAS MEASURED BY QUANTITATIVE REVERSE-TRANSCRIPTASE POLYMERASE CHAIN REACTION IN EVS AND LEUCOCYTES. RESULTS: HIV INFECTION INDUCES INCREASED PRODUCTION OF SMALL EVS IN PLASMA. EV SUBTYPES WERE DIFFERENTIALLY ENRICHED IN MIR-92, MIR-155, AND MIR-223. POSITIVE CORRELATIONS BETWEEN CD8 T-CELL COUNT AND LARGE EVS ABUNDANCE AND SMALL EVS ACHE ACTIVITY WERE OBSERVED. CD4/CD8 RATIO WAS NEGATIVELY CORRELATED WITH SMALL EV ACHE ACTIVITY, AND MIRNA-155 LEVEL PER SMALL EV WAS NEGATIVELY CORRELATED WITH CD8 T-CELL COUNT. CONCLUSIONS: THESE FINDINGS SUGGEST THAT QUANTIFYING LARGE OR SMALL EVS AND PROFILING MIRNA CONTENT PER EV MIGHT PROVIDE NEW FUNCTIONAL BIOMARKERS OF IMMUNE ACTIVATION AND INFLAMMATION.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
8  5005  33 PERIPHERAL BLOOD DNA METHYLATION-BASED MACHINE LEARNING MODELS FOR PREDICTION OF KNEE OSTEOARTHRITIS PROGRESSION: BIOLOGIC SPECIMENS AND DATA FROM THE OSTEOARTHRITIS INITIATIVE AND JOHNSTON COUNTY OSTEOARTHRITIS PROJECT. OBJECTIVE: THE LACK OF ACCURATE BIOMARKERS TO PREDICT KNEE OSTEOARTHRITIS (OA) PROGRESSION IS A KEY UNMET NEED IN OA CLINICAL RESEARCH. THE OBJECTIVE OF THIS STUDY WAS TO DEVELOP BASELINE PERIPHERAL BLOOD EPIGENETIC BIOMARKER MODELS TO PREDICT KNEE OA PROGRESSION. METHODS: GENOME-WIDE BUFFY COAT DNA METHYLATION PATTERNS FROM 554 INDIVIDUALS FROM THE OSTEOARTHRITIS BIOMARKERS CONSORTIUM (OABC) WERE DETERMINED USING ILLUMINA INFINIUM METHYLATIONEPIC 850K ARRAYS. DATA WERE DIVIDED INTO MODEL DEVELOPMENT AND VALIDATION SETS, AND MACHINE LEARNING MODELS WERE TRAINED TO CLASSIFY FUTURE OA PROGRESSION BY KNEE PAIN, RADIOGRAPHIC IMAGING, KNEE PAIN PLUS RADIOGRAPHIC IMAGING, AND ANY PROGRESSION (PAIN, RADIOGRAPHIC, OR BOTH). PARSIMONIOUS MODELS USING THE TOP 13 CPG SITES MOST FREQUENTLY SELECTED DURING DEVELOPMENT WERE TESTED ON INDEPENDENT SAMPLES FROM PARTICIPANTS IN THE JOHNSTON COUNTY OSTEOARTHRITIS (JOCO OA) PROJECT (N = 128) AND A PREVIOUSLY PUBLISHED OSTEOARTHRITIS INITIATIVE (OAI) DATA SET (N = 55). RESULTS: FULL MODELS ACCURATELY CLASSIFIED FUTURE RADIOGRAPHIC-ONLY PROGRESSION (MEAN +/- SEM ACCURACY 87 +/- 0.8%, AREA UNDER THE CURVE [AUC] 0.94 +/- 0.004), PAIN-ONLY PROGRESSION (ACCURACY 89 +/- 0.9%, AUC 0.97 +/- 0.004), PAIN PLUS RADIOGRAPHIC PROGRESSION (ACCURACY 72 +/- 0.7%, AUC 0.79 +/- 0.006), AND ANY PROGRESSION (ACCURACY 78 +/- 0.4%, AUC 0.86 +/- 0.004). PAIN-ONLY AND RADIOGRAPHIC-ONLY PROGRESSORS WERE NOT DISTINGUISHABLE (MEAN +/- SEM ACCURACY 58 +/- 1%, AUC 0.62 +/- 0.001). PARSIMONIOUS MODELS SHOWED SIMILAR PERFORMANCE AND ACCURATELY CLASSIFIED FUTURE RADIOGRAPHIC PROGRESSORS IN THE OABC COHORT AND IN BOTH VALIDATION COHORTS (MEAN +/- SEM ACCURACY 80 +/- 0.3%, AUC 0.88 +/- 0.003 [USING JOCO OA PROJECT DATA], ACCURACY 80 +/- 0.8%, AUC 0.89 +/- 0.002 [USING PREVIOUS OAI DATA]). CONCLUSION: OUR DATA SUGGEST THAT PAIN AND STRUCTURAL PROGRESSION SHARE SIMILAR EARLY SYSTEMIC IMMUNE EPIGENOTYPES. FURTHER STUDIES SHOULD FOCUS ON EVALUATING THE PATHOPHYSIOLOGIC CONSEQUENCES OF DIFFERENTIAL DNA METHYLATION AND PERIPHERAL BLOOD CELL EPIGENOTYPES IN INDIVIDUALS WITH KNEE OA.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
9   353  26 ALTERED LEVELS OF IMMUNE-REGULATORY MICRORNAS IN PLASMA SAMPLES OF PATIENTS WITH LUPUS NEPHRITIS. INTRODUCTION: LUPUS NEPHRITIS (LN) IS A MAJOR CAUSE OF MORTALITY AND MORBIDITY IN THE PATIENTS WITH LUPUS, A CHRONIC AUTOIMMUNE DISEASE. THE ROLE OF GENETIC AND EPIGENETIC FACTORS IS EMPHASIZED IN THE PATHOGENESIS OF LN. THE AIM OF THE PRESENT STUDY WAS TO EVALUATE THE LEVELS OF IMMUNE-REGULATORY MICRORNAS (E.G., MIR-31, MIR-125A, MIR-142-3P, MIR-146A, AND MIR-155) IN PLASMA SAMPLES OF PATIENTS WITH LN. METHODS: IN THIS STUDY, 26 PATIENTS WITH LN AND 26 HEALTHY INDIVIDUALS WERE INCLUDED. THE PLASMA LEVELS OF THE MICRORNAS WERE EVALUATED BY A QUANTITATIVE REAL-TIME PCR. MOREOVER, THE CORRELATION OF CIRCULATING PLASMA MICRORNAS WITH DISEASE ACTIVITY AND PATHOLOGICAL FINDINGS ALONG WITH THEIR ABILITY TO DISTINGUISH PATIENTS WITH LN WERE ASSESSED. RESULTS: PLASMA LEVELS OF MIR-125A (P = 0.048), MIR-146A (P = 0.005), AND MIR-155 (P< 0.001) WERE SIGNIFICANTLY HIGHER IN COMPARISON BETWEEN THE CASES AND CONTROLS. THE PLASMA LEVEL OF MIR-146A SIGNIFICANTLY CORRELATED WITH THE LEVEL OF ANTI-DOUBLE STRAND-DNA ANTIBODY AND PROTEINURIA. MOREOVER, THERE WAS A SIGNIFICANT CORRELATION BETWEEN MIR-142-3P LEVELS AND DISEASE CHRONICITY AND ACTIVITY INDEX (P <0.05). THE MULTIVARIATE ROC CURVE ANALYSIS INDICATED THE PLASMA CIRCULATING MIR-125A, MIR-142-3P, MIR-146, AND MIR-155 TOGETHER COULD DISCRIMINATE MOST OF THE PATIENTS WITH LN FROM CONTROLS WITH AREA AN UNDER CURVE (AUC) OF 0.89 [95% CI, 0.80-0.98, P<0.001], 88% SENSITIVITY, AND 78% SPECIFICITY. CONCLUSION: BASED ON THE FINDINGS OF THE PRESENT STUDY, THE STUDIED MICRORNAS MAY BE INVOLVED IN THE PATHOGENESIS AND DEVELOPMENT OF LN AND HAVE THE POTENTIAL TO BE USED AS DIAGNOSTIC AND THERAPEUTIC MARKERS IN LN.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
10  5236  31 PROFILING NON-CODING RNA LEVELS WITH CLINICAL CLASSIFIERS IN PEDIATRIC CROHN'S DISEASE. BACKGROUND: CROHN'S DISEASE (CD) IS A HERITABLE CHRONIC INFLAMMATORY DISORDER. NON-CODING RNAS (NCRNAS) PLAY AN IMPORTANT ROLE IN EPIGENETIC REGULATION BY AFFECTING GENE EXPRESSION, BUT CAN ALSO DIRECTLY AFFECT PROTEIN FUNCTION, THUS HAVING A SUBSTANTIAL IMPACT ON BIOLOGICAL PROCESSES. WE INVESTIGATED WHETHER NON-CODING RNAS (NCRNA) AT DIAGNOSIS ARE DYSREGULATED DURING CD AT DIFFERENT CD LOCATIONS AND FUTURE DISEASE BEHAVIORS TO DETERMINE IF NCRNA SIGNATURES CAN SERVE AS AN INDEX TO OUTCOMES. METHODS: USING SUBJECTS BELONGING TO THE RISK COHORT, WE ANALYZED NCRNA FROM THE ILEAL BIOPSIES OF 345 CD AND 71 NON-IBD CONTROLS, AND NCRNA FROM RECTAL BIOPSIES OF 329 CD AND 61 NON-IBD CONTROLS. SEQUENCE ALIGNMENT WAS DONE (STAR PACKAGE) USING HUMAN GENOME VERSION 38 (HG38) AS REFERENCE PANEL. THE DIFFERENTIAL EXPRESSION (DE) ANALYSIS WAS PERFORMED WITH EDGER PACKAGE AND DE NCRNAS WERE IDENTIFIED WITH A THRESHOLD OF FOLD CHANGE (FC) > 2 AND FDR < 0.05 AFTER MULTIPLE TEST CORRECTIONS. RESULTS: IN TOTAL, WE IDENTIFIED 130 CD SPECIFIC DE NCRNAS (89 IN ILEUM AND 41 IN RECTUM) WHEN COMPARED TO NON-IBD CONTROLS. SIMILARLY, 35 DE NCRNAS WERE IDENTIFIED BETWEEN B1 AND B2 IN ILEUM, WHEREAS NO DIFFERENCES AMONG CD DISEASE BEHAVIORS WERE NOTICED IN RECTUM. WE ALSO FOUND INFLAMMATION SPECIFIC NCRNAS BETWEEN INFLAMED AND NON-INFLAMED GROUPS IN ILEAL BIOPSIES. OVERALL, WE OBSERVED THAT EXPRESSION OF MIR1244-2, MIR1244-3, MIR1244-4, AND RN7SL2 WERE INCREASED DURING CD, REGARDLESS OF DISEASE BEHAVIOR, LOCATION, OR INFLAMMATORY STATUS. LASTLY, WE TESTED NCRNA EXPRESSION AT BASELINE AS POTENTIAL TOOL TO PREDICT THE DISEASE STATUS, DISEASE BEHAVIORS AND DISEASE INFLAMMATION AT 3-YEAR FOLLOW UP. CONCLUSIONS: WE HAVE IDENTIFIED NCRNAS THAT ARE SPECIFIC TO DISEASE LOCATION, DISEASE BEHAVIOR, AND DISEASE INFLAMMATION IN CD. BOTH ILEAL AND RECTAL SPECIFIC NCRNA ARE CHANGING OVER THE COURSE OF CD, SPECIFICALLY DURING THE DISEASE PROGRESSION IN THE INTESTINAL MUCOSA. COLLECTIVELY, OUR FINDINGS SHOW CHANGES IN NCRNA DURING CD AND MAY HAVE A CLINICAL UTILITY IN EARLY IDENTIFICATION AND CHARACTERIZATION OF DISEASE PROGRESSION.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
11  6386  26 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
12   408  34 ANALYSIS OF GENE EXPRESSION AND METHYLATION DATASETS IDENTIFIED ADAMTS9, FKBP5, AND PFKBF3 AS BIOMARKERS FOR OSTEOARTHRITIS. BACKGROUND: OSTEOARTHRITIS (OA) IS A KIND OF CHRONIC OSTEOARTHROPATHY AND DEGENERATIVE JOINT DISEASE. EPIGENETIC REGULATION IN THE GENE EXPRESSION DYNAMICS HAS BECOME INCREASINGLY IMPORTANT IN OA. WE PERFORMED A COMBINED ANALYSIS OF TWO TYPES OF MICROARRAY DATASETS (GENE EXPRESSION AND DNA METHYLATION) TO IDENTIFY METHYLATION-BASED KEY BIOMARKERS TO PROVIDE A BETTER UNDERSTANDING OF MOLECULAR BIOLOGICAL MECHANISMS OF OA. METHODS: WE OBTAINED TWO EXPRESSION PROFILING DATASETS (GSE55235, GSE55457) AND ONE DNA METHYLATION PROFILING DATA SET (GSE63695) FROM THE GENE EXPRESSION OMNIBUS. FIRST, DIFFERENTIALLY EXPRESSED GENES (DEGS) BETWEEN PATIENTS WITH OA AND CONTROLS WERE IDENTIFIED USING THE LIMMA PACKAGE IN R(V3.4.4). THEN, FUNCTION ENRICHMENT ANALYSIS OF DEGS WAS PERFORMED USING A DAVID DATABASE. FOR DNA METHYLATION DATASETS, CHAMP METHYLATION ANALYSIS PACKAGE WAS USED TO IDENTIFY DIFFERENTIAL METHYLATION GENES (DMGS). FINALLY, A COMPREHENSIVE ANALYSIS OF DEGS AND DMGS WAS CONDUCTED TO IDENTIFY GENES THAT EXHIBITED DIFFERENTIAL EXPRESSION AND METHYLATION SIMULTANEOUSLY. RESULTS: WE IDENTIFIED 112 DEGS AND 2,896 DMGS IN PATIENTS WITH OA COMPARED WITH CONTROLS. FUNCTIONAL ANALYSIS OF DEGS OBTAINED THAT INFLAMMATORY RESPONSES, IMMUNE RESPONSES, AND POSITIVE REGULATION OF APOPTOSIS, TUMOR NECROSIS FACTOR (TNF) SIGNALING PATHWAY, AND OSTEOCLAST DIFFERENTIATION MAY BE INVOLVED IN THE PATHOGENESIS OF OA. CROSS-ANALYSIS REVEALED 26 GENES THAT EXHIBITED DIFFERENTIAL EXPRESSION AND METHYLATION IN OA. AMONG THEM, ADAMTS9, FKBP5, AND PFKBF3 WERE IDENTIFIED AS VALUABLE METHYLATION-BASED BIOMARKERS FOR OA. CONCLUSION: IN SUMMARY, OUR STUDY IDENTIFIED DIFFERENT MOLECULAR FEATURES BETWEEN PATIENTS WITH OA AND CONTROLS. THIS MAY PROVIDE NEW CLUES FOR CLARIFYING THE PATHOGENETIC MECHANISMS OF OA.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
13  1026  29 CIRCULATING MIRNAS EXPRESSION IN MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME. MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME (ME/CFS) IS A COMPLEX MULTIFACTORIAL DISEASE THAT CAUSES INCREASING MORBIDITY WORLDWIDE, AND MANY INDIVIDUALS WITH ME/CFS SYMPTOMS REMAIN UNDIAGNOSED DUE TO THE LACK OF DIAGNOSTIC BIOMARKERS. ITS ETIOLOGY IS STILL UNKNOWN, BUT INCREASING EVIDENCE SUPPORTS A ROLE OF HERPESVIRUSES (INCLUDING HHV-6A AND HHV-6B) AS POTENTIAL TRIGGERS. INTERESTINGLY, THE INFECTION BY THESE VIRUSES HAS BEEN REPORTED TO IMPACT THE EXPRESSION OF MICRORNAS (MIRNAS), SHORT NON-CODING RNA SEQUENCES WHICH HAVE BEEN SUGGESTED TO BE EPIGENETIC FACTORS MODULATING ME/CFS PATHOGENIC MECHANISMS. NOTABLY, THE PRESENCE OF CIRCULATING MIRNAS IN PLASMA HAS RAISED THE POSSIBILITY TO USE THEM AS VALUABLE BIOMARKERS FOR DISTINGUISHING ME/CFS PATIENTS FROM HEALTHY CONTROLS. THUS, THIS STUDY AIMED AT DETERMINING THE ROLE OF EIGHT MIRNAS, WHICH WERE SELECTED FOR THEIR PREVIOUS ASSOCIATION WITH ME/CFS, AS POTENTIAL CIRCULATING BIOMARKERS OF THE DISEASE. THEIR PRESENCE WAS QUANTITATIVELY EVALUATED IN PLASMA FROM 40 ME/CFS PATIENTS AND 20 HEALTHY CONTROLS BY SPECIFIC TAQMAN ASSAYS, AND THE RESULTS SHOWED THAT SIX OUT OF THE EIGHT OF THE SELECTED MIRNAS WERE DIFFERENTLY EXPRESSED IN PATIENTS COMPARED TO CONTROLS; MORE SPECIFICALLY, FIVE MIRNAS WERE SIGNIFICANTLY UPREGULATED (MIR-127-3P, MIR-142-5P, MIR-143-3P, MIR-150-5P, AND MIR-448), AND ONE WAS DOWNMODULATED (MIR-140-5P). MIRNA LEVELS DIRECTLY CORRELATED WITH DISEASE SEVERITY, WHEREAS NO SIGNIFICANT CORRELATIONS WERE OBSERVED WITH THE PLASMA LEVELS OF SEVEN PRO-INFLAMMATORY CYTOKINES OR WITH THE PRESENCE/LOAD OF HHV-6A/6B GENOME, AS JUDGED BY SPECIFIC PCR AMPLIFICATION. THE RESULTS MAY OPEN THE WAY FOR FURTHER VALIDATION OF MIRNAS AS NEW POTENTIAL BIOMARKERS IN ME/CFS AND INCREASE THE KNOWLEDGE OF THE COMPLEX PATHWAYS INVOLVED IN THE ME/CFS DEVELOPMENT.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
14  1064  37 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	

15  4287  35 MICRORNA EXPRESSION PROFILING IN BEHCET'S DISEASE. BACKGROUND: BEHCET'S DISEASE (BD) IS A CHRONIC INFLAMMATORY MULTISYSTEM DISEASE CHARACTERIZED BY ORAL AND GENITAL ULCERS, UVEITIS, AND SKIN LESIONS. MICRORNAS (MIRNAS) ARE KEY REGULATORS OF IMMUNE RESPONSES. DIFFERENTIAL EXPRESSION OF MIRNAS HAS BEEN REPORTED IN SEVERAL INFLAMMATORY AUTOIMMUNE DISEASES; HOWEVER, THEIR ROLE IN BD IS NOT FULLY ELUCIDATED. WE AIMED TO IDENTIFY MIRNA EXPRESSION SIGNATURES ASSOCIATED WITH BD AND TO INVESTIGATE THEIR POTENTIAL IMPLICATION IN THE DISEASE PATHOGENESIS. METHODS: MIRNA MICROARRAY ANALYSIS WAS PERFORMED IN BLOOD CELLS OF BD PATIENTS AND HEALTHY CONTROLS. MIRNA EXPRESSION PROFILES WERE ANALYZED USING AFFYMETRIX ARRAYS WITH A COMPREHENSIVE COVERAGE OF MIRNA SEQUENCES. PATHWAY ANALYSES WERE PERFORMED, AND THE GLOBAL MIRNA PROFILING WAS COMBINED WITH TRANSCRIPTOMA DATA IN BD. DEREGULATION OF SELECTED MIRNAS WAS VALIDATED BY REAL-TIME PCR. RESULTS: WE IDENTIFIED SPECIFIC MIRNA SIGNATURES ASSOCIATED WITH BD PATIENTS WITH ACTIVE DISEASE. THESE MIRNAS TARGET PATHWAYS RELEVANT IN BD, SUCH AS TNF, IFN GAMMA, AND VEGF-VEGFR SIGNALING CASCADES. NETWORK ANALYSIS REVEALED SEVERAL MIRNAS REGULATING HIGHLY CONNECTED GENES WITHIN THE BD TRANSCRIPTOMA. CONCLUSIONS: THE COMBINED ANALYSIS OF DEREGULATED MIRNAS AND BD TRANSCRIPTOME SHEDS LIGHT ON SOME EPIGENETIC ASPECTS OF BD IDENTIFYING SPECIFIC MIRNAS, WHICH MAY REPRESENT PROMISING CANDIDATES AS BIOMARKERS AND/OR FOR THE DESIGN OF NOVEL THERAPEUTIC STRATEGIES IN BD.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
16  2418  36 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
17  4248  26 METHYLATION STATUS, MRNA AND PROTEIN EXPRESSION OF THE SMAD4 GENE IN PATIENTS WITH NON-MELANOCYTIC SKIN CANCERS. BACKGROUND: SMAD4 IS A POTENT TUMOR SUPPRESSOR. SMAD4 LOSS INCREASES GENOMIC INSTABILITY AND PLAYS A CRITICAL ROLE IN THE DNA DAMAGE RESPONSE THAT LEADS TO SKIN CANCER DEVELOPMENT. WE AIMED TO INVESTIGATE SMAD4 METHYLATION EFFECTS ON MRNA AND PROTEIN EXPRESSION OF SMAD4 IN CANCER AND HEALTHY TISSUES FROM PATIENTS WITH BASAL CELL CARCINOMA (BCC), CUTANEOUS SQUAMOUS CELL CARCINOMA (CSCC), AND BASOSQUAMOUS SKIN CANCER (BSC). METHODS AND RESULTS: THE STUDY INCLUDED 17 BCC, 24 CSCC AND NINE BSC PATIENTS. DNA AND RNA WERE ISOLATED FROM CANCEROUS AND HEALTHY TISSUES FOLLOWING PUNCH BIOPSY. METHYLATION-SPECIFIC POLYMERASE CHAIN REACTION (PCR) AND REAL-TIME QUANTITATIVE PCR METHODS WERE USED TO EXAMINE SMAD4 PROMOTER METHYLATION AND SMAD4 MRNA LEVELS, RESPECTIVELY. THE PERCENTAGE AND INTENSITY OF STAINING OF THE SMAD4 PROTEIN WERE DETERMINED BY IMMUNOHISTOCHEMISTRY. THE PERCENTAGE OF SMAD4 METHYLATION WAS INCREASED IN THE PATIENTS WITH BCC (P = 0.007), CSCC (P = 0.004), AND BSC (P = 0.018) COMPARED TO THE HEALTHY TISSUE. SMAD4 MRNA EXPRESSION WAS DECREASED IN THE PATIENTS WITH BCC (P<0.001), CSCC (P<0.001), AND BSC (P = 0.008). THE STAINING CHARACTERISTIC OF SMAD4 PROTEIN WAS NEGATIVE IN THE CANCER TISSUES OF THE PATIENTS WITH CSCC (P = 0.00). LOWER SMAD4 MRNA LEVELS WERE OBSERVED IN THE POORLY DIFFERENTIATED CSCC PATIENTS (P = 0.001). THE STAINING CHARACTERISTICS OF THE SMAD4 PROTEIN WERE RELATED TO AGE AND CHRONIC SUN EXPOSURE. CONCLUSIONS: HYPERMETHYLATION OF SMAD4 AND REDUCED SMAD4 MRNA EXPRESSION WERE FOUND TO PLAY A ROLE IN THE PATHOGENESIS OF BCC, CSCC, AND BSC. A DECREASE IN SMAD4 PROTEIN EXPRESSION LEVEL WAS OBSERVED ONLY IN CSCC PATIENTS. THIS SUGGESTS THAT EPIGENETIC ALTERATIONS TO THE SMAD4 GENE ARE ASSOCIATED WITH CSCC. TRIAL REGISTRATION: THE NAME OF THE TRIAL REGISTER: SMAD4 METHYLATION AND EXPRESSION LEVELS IN NON-MELANOCYTIC SKIN CANCERS; SMAD4 PROTEIN POSITIVITY. THE REGISTRATION NUMBER: NCT04759261 ( HTTPS://CLINICALTRIALS.GOV/CT2/RESULTS?TERM=NCT04759261 ).	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
18  3413  35 HSA-MIR-29C AND HSA-MIR-135B DIFFERENTIAL EXPRESSION AS POTENTIAL BIOMARKER OF GASTRIC CARCINOGENESIS. AIM: TO INVESTIGATE THE EXPRESSION PROFILES OF HSA-MIR-29C AND HSA-MIR-135B IN GASTRIC MUCOSAL SAMPLES AND THEIR VALUES AS GASTRIC CARCINOGENESIS BIOMARKERS. METHODS: THE EXPRESSION LEVELS OF HSA-MIR-29C AND HSA-MIR-135B IN NORMAL GASTRIC MUCOSA, NON-ATROPHIC CHRONIC GASTRITIS, INTESTINAL METAPLASIA AND INTESTINAL-TYPE GASTRIC ADENOCARCINOMA WERE ANALYSED USING QUANTITATIVE REAL-TIME PCR. THE DIFFERENCE BETWEEN HSA-MIR-29C AND HSA-MIR-135B EXPRESSION PROFILES IN THE GROUPED SAMPLES WAS EVALUATED BY ANOVA AND STUDENT'S T-TEST TESTS. THE RESULTS WERE ADJUSTED FOR MULTIPLE TESTING BY USING BONFERRONI'S CORRECTION. P VALUES </= 0.05 WERE CONSIDERED STATISTICALLY SIGNIFICANT. TO EVALUATE HSA-MIR-29C AND HSA-MIR-135B EXPRESSIONS AS POTENTIAL BIOMARKERS OF GASTRIC CARCINOGENESIS, WE PERFORMED A RECEIVER OPERATING CHARACTERISTIC CURVE ANALYSIS AND THE DERIVED AREA UNDER THE CURVE, AND A CATEGORICAL PRINCIPAL COMPONENTS ANALYSIS. IN SILICO IDENTIFICATION OF THE GENETIC TARGETS OF HSA-MIR-29C AND HSA-MIR-135B WAS PERFORMED USING DIFFERENT PREDICTION TOOLS, IN ORDER TO IDENTIFY POSSIBLE GENES INVOLVED IN GASTRIC CARCINOGENESIS. RESULTS: THE EXPRESSION LEVELS OF HSA-MIR-29C WERE HIGHER IN NORMAL GASTRIC MUCOSAL SAMPLES, AND DECREASED PROGRESSIVELY IN NON-ATROPHIC CHRONIC GASTRITIS SAMPLES, INTESTINAL METAPLASIA SAMPLES AND INTESTINAL-TYPE GASTRIC ADENOCARCINOMA SAMPLES. THE EXPRESSION OF HSA-MIR-29C IN THE GASTRIC LESIONS SHOWED THAT NON-ATROPHIC GASTRITIS HAVE AN INTERMEDIATE PROFILE TO GASTRIC NORMAL MUCOSA AND INTESTINAL-TYPE GASTRIC ADENOCARCINOMA, AND THAT INTESTINAL METAPLASIA SAMPLES PRESENTED AN EXPRESSION PATTERN SIMILAR TO THAT IN INTESTINAL-TYPE GASTRIC ADENOCARCINOMA. THIS MICRORNA (MIRNA) HAS A GOOD DISCRIMINATORY ACCURACY BETWEEN NORMAL GASTRIC SAMPLES AND (1) INTESTINAL-TYPE GASTRIC ADENOCARCINOMA; AND (2) INTESTINAL METAPLASIA, AND REGULATES THE DMNT3A ONCOGENE. HSA-MIR-135B IS UP-REGULATED IN NON-ATROPHIC CHRONIC GASTRITIS AND INTESTINAL METAPLASIA SAMPLES AND DOWN-REGULATED IN NORMAL GASTRIC MUCOSA AND INTESTINAL-TYPE GASTRIC ADENOCARCINOMA SAMPLES. NON-ATROPHIC CHRONIC GASTRITIS AND INTESTINAL METAPLASIA ARE SIGNIFICANTLY DIFFERENT FROM NORMAL GASTRIC MUCOSA SAMPLES. HSA-MIR-135B EXPRESSION PRESENTED A GREATER DISCRIMINATORY ACCURACY BETWEEN NORMAL SAMPLES AND GASTRIC LESIONS. THIS MIRNA WAS ASSOCIATED WITH HELICOBACTER PYLORI PRESENCE IN NON-ATROPHIC CHRONIC GASTRITIS SAMPLES AND REGULATES THE APC AND KLF4 TUMOUR SUPPRESSOR GENES. CONCLUSION: OUR RESULTS PROVIDE EVIDENCE OF EPIGENETIC ALTERATIONS IN NON-ATROPHIC CHRONIC GASTRITIS AND INTESTINAL METAPLASIA AND SUGGEST THAT HSA-MIR-29C AND HSA-MIR-135B ARE PROMISING BIOMARKERS OF GASTRIC CARCINOGENESIS.	2016	
                                                                                                                                                      
19  6662  33 UPREGULATION OF FZD5 IN EOSINOPHILIC CHRONIC RHINOSINUSITIS WITH NASAL POLYPS BY EPIGENETIC MODIFICATION. EOSINOPHILIC CHRONIC RHINOSINUSITIS WITH NASAL POLYPS (CRSWNP) IS ONE OF THE MOST CHALLENGING PROBLEMS IN CLINICAL RHINOLOGY. FZD5 IS A RECEPTOR FOR WNT5A, AND ITS COMPLEX WITH WNT5A CONTRIBUTES TO ACTIVATING INFLAMMATION AND TISSUE MODIFICATION. NASAL POLYPS AND EOSINOPHIL/NON-EOSINOPHIL COUNTS ARE REPORTED TO BE DIRECTLY CORRELATED. THIS STUDY INVESTIGATED THE EXPRESSION AND DISTRIBUTION OF FZD5, AND THE ROLE OF EOSINOPHIL INFILTRATION AND FZD5 IN EOSINOPHILIC CRSWNP PATHOGENESIS. THE PROGNOSTIC ROLE OF EOSINOPHIL LEVELS WAS EVALUATED IN SEVEN PATIENTS WITH CRSWNP. FIFTEEN PATIENTS WITH CRS WERE CLASSIFIED BASED ON THE PERCENTAGE OF EOSINOPHILS IN NASAL POLYP TISSUE. METHYLATED GENES WERE DETECTED USING METHYL-CPG-BINDING DOMAIN SEQUENCING, AND QRT-PCR AND IMMUNOHISTOCHEMISTRY WERE USED TO DETECT FZD5 EXPRESSION IN NASAL POLYP TISSUE SAMPLES. THE RESULTS SHOWED THAT MRNA EXPRESSION OF FZD5 WAS UPREGULATED IN NASAL POLYPS. FZD5 EXPRESSION WAS SIGNIFICANTLY HIGHER IN NASAL POLYP SAMPLES FROM PATIENTS WITH EOSINOPHILIC CRSWNP THAN IN THOSE FROM PATIENTS WITH NON-EOSINOPHILIC CRSWNP, AS INDICATED BY IMMUNOHISTOCHEMISTRY. FURTHERMORE, INFLAMMATORY CYTOKINE LEVELS WERE HIGHER IN EOSINOPHILIC CRSWNP-DERIVED EPITHELIAL CELLS THAN IN NORMAL TISSUES. IN CONCLUSION, FZD5 EXPRESSION IN NASAL MUCOSAL EPITHELIAL CELLS IS CORRELATED WITH INFLAMMATORY CELLS AND MIGHT PLAY A ROLE IN THE PATHOGENESIS OF EOSINOPHILIC CRSWNP.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
20  6368  35 THE ROLE OF MICRORNAS IN CHRONIC PSEUDOMONAS LUNG INFECTION IN CYSTIC FIBROSIS. BACKGROUND: CYSTIC FIBROSIS (CF) IS THE MOST COMMON LIFE LIMITING GENETIC DISORDER, CHARACTERIZED BY CHRONIC RESPIRATORY FAILURE SECONDARY TO INFLAMMATION AND CHRONIC BACTERIAL LUNG INFECTION. PSEUDOMONAS AERUGINOSA LUNG INFECTION IS ASSOCIATED WITH MORE SEVERE LUNG DISEASE AND RAPID PROGRESSION OF RESPIRATORY FAILURE WHEN COMPARED TO STAPHYLOCOCCUS AUREUS INFECTION. WE HYPOTHESIZED THAT A SPECIFIC SIGNATURE OF EPIGENETIC FACTORS TARGETING SPECIFIC GENE TRANSCRIPTS CONTRIBUTES TO THE INCREASED MORBIDITY SEEN IN CF PATIENTS WITH CHRONIC PSEUDOMONAS INFECTION. METHODS: WE COLLECTED EXHALED BREATH CONDENSATE (EBC) FROM 27 SUBJECTS AND EVALUATED MIRNA SIGNATURES IN THESE SAMPLES USING COMMERCIAL PCR ARRAY. WE IDENTIFIED PREDICTED MRNA TARGETS AND ASSOCIATED SIGNALING PATHWAYS USING INGENUITY PATHWAY ANALYSIS. RESULTS: WE FOUND 11 DIFFERENTIALLY EXPRESSED MIRNAS IN EBC OF PATIENTS INFECTED WITH PSEUDOMONAS AERUGINOSA COMPARED TO EBC FROM CF PATIENTS WHO WERE NOT CHRONICALLY INFECTED WITH PSEUDOMONAS AERUGINOSA (P < 0.05). SIX OF THESE MIRNAS (HSA-MIRNA-1247, HSA-MIRNA-1276, HSA-MIRNA-449C, HSA-MIRNA-3170, HSA-MIRNA-432-5P AND HSA-MIR-548) WERE SIGNIFICANTLY DIFFERENT IN THE CF PSEUDOMONAS POSITIVE GROUP WHEN COMPARED TO BOTH THE CF PSEUDOMONAS NEGATIVE GROUP AND HEALTHY CONTROL GROUP. INGENUITY PATHWAY ANALYSIS (IPA) REVEALED ORGANISMAL INJURY AND ABNORMALITIES, REPRODUCTIVE SYSTEM DISEASE AND CANCER AS THE TOP DISEASES AND BIO FUNCTIONS ASSOCIATED WITH THESE MIRNAS. IPA ALSO DETECTED RELA, JUN, TNF, IL-10, CTNNB1, IL-13, SERPINB8, CALM1, STARD3NL, SFI1, CD55, RPS6KA4, TTC36 AND HIST1H3D AS THE TOP TARGET GENES FOR THESE MIRNAS. CONCLUSION: OUR STUDY IDENTIFIED 6 MIRNAS AS EPIGENETIC FACTORS SPECIFICALLY ASSOCIATED WITH CHRONIC PSEUDOMONAS INFECTION IN PATIENTS WITH CF.	2019