1 1271 117 CYTOSINE METHYLATION PREDICTS RENAL FUNCTION DECLINE IN AMERICAN INDIANS. DIABETIC NEPHROPATHY ACCOUNTS FOR MOST OF THE EXCESS MORTALITY IN INDIVIDUALS WITH DIABETES, BUT THE MOLECULAR MECHANISMS BY WHICH NEPHROPATHY DEVELOPS ARE LARGELY UNKNOWN. HERE WE TESTED CYTOSINE METHYLATION LEVELS AT 397,063 GENOMIC CPG SITES FOR ASSOCIATION WITH DECLINE IN THE ESTIMATED GLOMERULAR FILTRATION RATE (EGFR) OVER A SIX YEAR PERIOD IN 181 DIABETIC PIMA INDIANS. METHYLATION LEVELS AT 77 SITES SHOWED SIGNIFICANT ASSOCIATION WITH EGFR DECLINE AFTER CORRECTION FOR MULTIPLE COMPARISONS. A MODEL INCLUDING METHYLATION LEVEL AT TWO PROBES (CG25799291 AND CG22253401) IMPROVED PREDICTION OF EGFR DECLINE IN ADDITION TO BASELINE EGFR AND THE ALBUMIN TO CREATININE RATIO WITH THE PERCENT OF VARIANCE EXPLAINED SIGNIFICANTLY IMPROVING FROM 23.1% TO 42.2%. CG22253401 WAS ALSO SIGNIFICANTLY ASSOCIATED WITH EGFR DECLINE IN A CASE-CONTROL STUDY DERIVED FROM THE CHRONIC RENAL INSUFFICIENCY COHORT. PROBES AT WHICH METHYLATION SIGNIFICANTLY ASSOCIATED WITH EGFR DECLINE WERE LOCALIZED TO GENE REGULATORY REGIONS AND ENRICHED FOR GENES WITH METABOLIC FUNCTIONS AND APOPTOSIS. THREE OF THE 77 PROBES THAT WERE ASSOCIATED WITH EGFR DECLINE IN BLOOD SAMPLES SHOWED DIRECTIONALLY CONSISTENT AND SIGNIFICANT ASSOCIATION WITH FIBROSIS IN MICRODISSECTED HUMAN KIDNEY TISSUE, AFTER CORRECTION FOR MULTIPLE COMPARISONS. THUS, CYTOSINE METHYLATION LEVELS MAY PROVIDE BIOMARKERS OF DISEASE PROGRESSION IN DIABETIC NEPHROPATHY AND EPIGENETIC VARIATIONS CONTRIBUTE TO THE DEVELOPMENT OF DIABETIC KIDNEY DISEASE. 2018 2 6080 42 THE EFFECT OF DNA METHYLATION IN THE DEVELOPMENT AND PROGRESSION OF CHRONIC KIDNEY DISEASE IN THE GENERAL POPULATION: AN EPIGENOME-WIDE ASSOCIATION STUDY USING THE KOREAN GENOME AND EPIDEMIOLOGY STUDY DATABASE. BACKGROUND: ALTHOUGH KNOWLEDGE OF THE GENETIC FACTORS INFLUENCING KIDNEY DISEASE IS INCREASING, EPIGENETIC PROFILES, WHICH ARE ASSOCIATED WITH CHRONIC KIDNEY DISEASE (CKD), HAVE NOT BEEN FULLY ELUCIDATED. WE SOUGHT TO IDENTIFY THE DNA METHYLATION STATUS OF CPG SITES ASSOCIATED WITH REDUCED KIDNEY FUNCTION AND EXAMINE WHETHER THE IDENTIFIED CPG SITES ARE ASSOCIATED WITH CKD DEVELOPMENT. METHOD: WE ANALYZED DNA METHYLATION PATTERNS OF 440 PARTICIPANTS IN THE KOREAN GENOME AND EPIDEMIOLOGY STUDY (KOGES) WITH ESTIMATED GLOMERULAR FILTRATION RATES (EGFRS) >/= 60 ML/MIN/1.73 M(2) AT BASELINE. CKD DEVELOPMENT WAS DEFINED AS A DECREASE IN THE EGFR OF <60 AT ANY TIME DURING AN 8-YEAR FOLLOW-UP PERIOD ("CKD PREDICTION" ANALYSIS). IN ADDITION, AMONG THE 440 PARTICIPANTS, 49 PARTICIPANTS WHO UNDERWENT A SECOND METHYLATION PROFILING WERE ASSESSED FOR AN ASSOCIATION BETWEEN A DECLINE IN KIDNEY FUNCTION AND CHANGES IN THE DEGREE OF METHYLATION OF CPG SITES DURING THE 8 YEARS ("KIDNEY FUNCTION SLOPE" ANALYSIS). RESULTS: IN THE CKD PREDICTION ANALYSIS, METHYLATION PROFILES OF A TOTAL OF 403,129 CPG SITES WERE EVALUATED AT BASELINE IN 440 PARTICIPANTS, AND INCREASED AND DECREASED METHYLATION OF 268 AND 189 CPG SITES, RESPECTIVELY, WERE SIGNIFICANTLY CORRELATED WITH THE DEVELOPMENT OF CKD IN MULTIVARIABLE LOGISTIC REGRESSION. DURING KIDNEY FUNCTION SLOPE ANALYSIS USING FOLLOW-UP METHYLATION PROFILES OF 49 PARTICIPANTS, THE PERCENT METHYLATION CHANGES IN 913 CPG SITES SHOWED A LINEAR RELATIONSHIP WITH THE PERCENT CHANGE IN EGFR DURING 8 YEARS. DURING FUNCTIONAL ENRICHMENT ANALYSES FOR SIGNIFICANT CPG SITES FOUND IN THE CKD PREDICTION AND KIDNEY FUNCTION SLOPE ANALYSES, WE FOUND THAT THOSE CPG SITES REPRESENTED MAPK, PI3K/AKT, AND RAP1 PATHWAYS. IN ADDITION, THREE CPG SITES FROM THREE GENES, NPHS2, CHCHD4, AND AHR, WERE FOUND TO BE SIGNIFICANT IN THE CKD PREDICTION ANALYSIS AND RELATED TO A DECLINE IN KIDNEY FUNCTION. CONCLUSION: IT IS SUGGESTED THAT DNA METHYLATION ON SPECIFIC GENES IS ASSOCIATED WITH THE DEVELOPMENT OF CKD AND THE DETERIORATION OF KIDNEY FUNCTION. 2023 3 177 31 ACCELERATED EPIGENETIC AGING AND INFLAMMATORY/IMMUNOLOGICAL PROFILE (IPAGE) IN PATIENTS WITH CHRONIC KIDNEY DISEASE. CHRONIC KIDNEY DISEASE (CKD) IS DEFINED BY A REDUCED ESTIMATED GLOMERULAR FILTRATION RATE (EGFR). THIS FAILURE CAN BE RELATED TO A PHENOTYPE OF ACCELERATED AGING. IN THIS WORK, WE CONSIDERED 76 PATIENTS WITH END-STAGE RENAL DISEASE (ESRD) AND 83 HEALTHY CONTROLS. WE CONCOMITANTLY EVALUATED FOR THE FIRST TIME TWO MEASURES THAT CAN BE INFORMATIVE OF THE RATE OF AGING, I.E., WHOLE BLOOD DNA METHYLATION USING THE ILLUMINA INFINIUM EPIC ARRAY AND PLASMA LEVELS OF A SELECTION OF INFLAMMATORY/IMMUNOLOGICAL PROTEINS USING MULTIPLEX IMMUNOASSAYS. FIRST OF ALL, WE DEMONSTRATED ACCELERATED AGING IN TERMS OF THE MOST COMMON EPIGENETIC AGE ESTIMATORS IN CKD PATIENTS. MOREOVER, WE DEVELOPED A NEW CLOCK/PREDICTOR OF AGE BASED ON THE INFLAMMATORY/IMMUNOLOGICAL PROFILE (IPAGE) AND IDENTIFIED THE INFLAMMATORY/IMMUNOLOGICAL BIOMARKERS DIFFERENTIALLY EXPRESSED BETWEEN CASES AND CONTROLS. IPAGE APPEARED TO BE MORE SENSITIVE THAN EPIGENETIC CLOCKS IN QUANTIFYING THE ACCELERATED AGING PHENOTYPE OF ESRD PATIENTS. INTERESTINGLY, WE DID NOT FIND ANY CORRELATION BETWEEN THE AGE ACCELERATION EVALUATED ACCORDING TO THE EPIGENETIC CLOCKS AND IPAGE IN EITHER THE ESRD GROUP OR THE CONTROL GROUP. ON THE WHOLE, OUR DATA SHOW A CONSISTENT ACCELERATED AGING PHENOTYPE IN ESRD PATIENTS, WHICH IS BETTER APPRECIATED BY QUANTIFYING THE UNDERLYING INFLAMMATORY PROCESSES (INFLAMMAGING) BY IPAGE THAN BY USING EPIGENETIC CLOCKS. 2022 4 4238 37 METHYLATION PATTERN OF URINARY DNA AS A MARKER OF KIDNEY FUNCTION DECLINE IN DIABETES. INTRODUCTION: RENAL TUBULAR INJURY CONTRIBUTES TO THE DECLINE IN KIDNEY FUNCTION IN PATIENTS WITH DIABETES. CELL TYPE-SPECIFIC DNA METHYLATION PATTERNS HAVE BEEN USED TO CALCULATE PROPORTIONS OF PARTICULAR CELL TYPES. IN THIS STUDY, WE DEVELOPED A METHOD TO DETECT RENAL TUBULAR INJURY IN PATIENTS WITH DIABETES BY DETECTING EXFOLIATED TUBULAR CELLS SHED INTO THE URINE BASED ON TUBULAR CELL-SPECIFIC DNA METHYLATION PATTERNS. RESEARCH DESIGN AND METHODS: WE IDENTIFIED DNA METHYLATION PATTERNS SPECIFIC FOR HUMAN RENAL PROXIMAL TUBULAR CELLS THROUGH COMPARTMENT-SPECIFIC METHYLOME ANALYSIS. WE NEXT DETERMINED THE METHYLATION LEVELS OF PROXIMAL TUBULE-SPECIFIC LOCI IN URINE SEDIMENT OF PATIENTS WITH DIABETES AND ANALYZED CORRELATION WITH CLINICAL VARIABLES. RESULTS: WE IDENTIFIED GENOMIC LOCI IN SMTNL2 AND G6PC TO BE SELECTIVELY UNMETHYLATED IN HUMAN PROXIMAL TUBULAR CELLS. THE METHYLATION LEVELS OF SMTNL2 AND G6PC IN URINE SEDIMENT, DEEMED TO REFLECT THE PROPORTION OF EXFOLIATED PROXIMAL TUBULAR CELLS DUE TO INJURY, CORRELATED WELL WITH EACH OTHER. METHYLATION LEVELS OF SMTNL2 IN URINE SEDIMENT SIGNIFICANTLY CORRELATED WITH THE ANNUAL DECLINE IN ESTIMATED GLOMERULAR FILTRATION RATE. MOREOVER, ADDITION OF URINARY SMTNL2 METHYLATION TO A MODEL CONTAINING KNOWN RISK FACTORS SIGNIFICANTLY IMPROVED DISCRIMINATION OF PATIENTS WITH DIABETES WITH FASTER ESTIMATED GLOMERULAR FILTRATION RATE DECLINE. CONCLUSIONS: THIS STUDY DEMONSTRATES THAT PATIENTS WITH DIABETES WITH CONTINUAL LOSS IN KIDNEY FUNCTION MAY BE STRATIFIED BY A SPECIFIC DNA METHYLATION SIGNATURE THROUGH EPIGENETIC URINALYSIS AND PROVIDES FURTHER EVIDENCE AT THE LEVEL OF EXFOLIATED CELLS IN THE URINE THAT INJURY OF PROXIMAL TUBULAR CELLS MAY CONTRIBUTE TO PATHOGENESIS OF DIABETIC KIDNEY DISEASE. 2020 5 1607 36 DNA METHYLATION, COLON CANCER AND MEDITERRANEAN DIET: RESULTS FROM THE EPIC-ITALY COHORT. THE BIOLOGICAL MECHANISMS THROUGH WHICH ADHERENCE TO MEDITERRANEAN DIET (MD) PROTECTS AGAINST COLON CANCER (CC) ARE POORLY UNDERSTOOD. EVIDENCE SUGGESTS THAT CHRONIC INFLAMMATION MAY BE IMPLICATED IN THE PATHWAY. BOTH DIET AND CC ARE RELATED TO EPIGENETIC REGULATION. WE PERFORMED A NESTED CASE-CONTROL STUDY ON 161 PAIRS FROM THE ITALIAN COMPONENT OF THE EUROPEAN PROSPECTIVE INVESTIGATION INTO CANCER AND NUTRITION (EPIC) COHORT, IN WHICH WE LOOKED FOR THE METHYLATION SIGNALS IN DNA EXTRACTED FROM LEUCOCYTES ASSOCIATED WITH BOTH CC AND MD IN 995 CPGS LOCATED IN 48 INFLAMMATION GENES. THE DNA METHYLATION SIGNALS DETECTED IN THIS ANALYSIS WERE VALIDATED IN A SUBGROUP OF 47 CASE-CONTROL PAIRS AND FURTHER REPLICATED (WHERE VALIDATED) IN 95 NEW PAIRS BY MEANS OF PYROSEQUENCING. AMONG THE CPG SITES SELECTED A-PRIORI IN INFLAMMATION-RELATED GENES, SEVEN CPG SITES WERE FOUND TO BE ASSOCIATED WITH CC STATUS AND WITH MD, IN LINE WITH ITS PROTECTIVE EFFECT. ONLY TWO CPG SITES (CG17968347-SERPINE1 AND CG20674490-RUNX3) WERE VALIDATED USING BISULPHITE PYROSEQUENCING AND, AFTER REPLICATION, WE FOUND THAT DNA METHYLATION OF CG20674490-RUNX3 MAY BE A POTENTIAL MOLECULAR MEDIATOR EXPLAINING THE PROTECTIVE EFFECT OF MD ON CC ONSET. THE USE OF A 'MEET-IN-THE-MIDDLE' APPROACH TO IDENTIFY THE OVERLAP BETWEEN EXPOSURE AND PREDICTIVE MARKERS OF DISEASE IS INNOVATIVE IN STUDIES ON THE RELATIONSHIP BETWEEN DIET AND CANCER, IN WHICH EXPOSURE ASSESSMENT IS DIFFICULT AND THE MECHANISMS THROUGH WHICH THE NUTRIENTS EXERT THEIR PROTECTIVE EFFECT IS LARGELY UNKNOWN. 2019 6 658 29 BLOOD DNA METHYLATION PREDICTS DIABETIC KIDNEY DISEASE PROGRESSION IN HIGH FAT DIET-FED MICE. DIABETIC KIDNEY DISEASE (DKD) PROGRESSES AT DIFFERENT RATES AMONG PATIENTS WITH TYPE 2 DIABETES MELLITUS (T2D). EARLY IDENTIFICATION OF PATIENTS WITH A HIGHER RISK OF DKD PROGRESSION IS ESSENTIAL TO IMPROVE PROGNOSIS. EPIGENETIC MODIFICATIONS, PARTICULARLY DNA METHYLATION, HAVE BEEN INDEPENDENTLY IMPLICATED IN T2D AND CHRONIC KIDNEY DISEASE. THE CURRENT STUDY AIMED TO DETERMINE CHANGES IN BLOOD DNA METHYLATION THAT REFLECTS AND PREDICTS DKD PROGRESSION. C57BL/6 MICE WERE FED A HIGH-FAT DIET (HFD) FROM WEANING AND SUBCLASSIFIED INTO TWO GROUPS, HFD-1 AND HFD-2, ACCORDING TO URINARY KIDNEY INJURY MARKER KIM-1/CREATININE RATIOS (LOW VS. HIGH) AND HISTOLOGICAL ABNORMALITIES (MILD-MODERATE VS. ADVANCED). DNA METHYLATION PROFILES WERE DETERMINED BY REDUCED REPRESENTATIVE BISULFIDE SEQUENCING (RRBS). OUR RESULTS CONFIRMED EARLY AND ESTABLISHED DKD AT WEEK 9 AND WEEK 32, RESPECTIVELY. AT WEEK 32, ADVANCED KIDNEY INJURY WAS ASSOCIATED WITH DYSREGULATION OF METHYLATION AND DEMETHYLATION ENZYMES IN THE KIDNEY. BLOOD RRBS REVEALED 579 AND 203 DIFFERENTIALLY METHYLATED SITES (DMS) BETWEEN HFD-1 AND HFD-2 ANIMALS AT WEEK 32 AND WEEK 9, RESPECTIVELY, AMONG WHICH 11 WERE COMMON. THE DMS IN BLOOD AND KIDNEY AT WEEK 32 WERE BOTH RELATED TO ORGAN DEVELOPMENT, NEUROGENESIS, CELL JUNCTION, AND WNT SIGNALLING, WHILE THE DMS IN BLOOD AT WEEK 9 SUGGESTED A SPECIFIC ENRICHMENT OF KIDNEY DEVELOPMENT PROCESSES. IN CONCLUSION, OUR DATA STRONGLY SUPPORT THE IMPLICATION OF EARLY BLOOD DNA METHYLATION MODIFICATIONS AND DKD PROGRESSION IN T2D THAT COULD BE USED TO IMPROVE THE DISEASE'S PROGNOSTICATION. 2022 7 274 39 AGE-RELATED CHANGES IN DNA METHYLATION AFFECT RENAL HISTOLOGY AND POST-TRANSPLANT FIBROSIS. DURING AGEING, KIDNEY FUNCTION DECREASES DUE TO RENAL TUBULAR ATROPHY, INTERSTITIAL FIBROSIS, GLOMERULOSCLEROSIS AND ARTERIOSCLEROSIS. RECENTLY, CHANGES IN DNA METHYLATION WERE SHOWN TO CONTRIBUTE TO VARIOUS AGEING PROCESSES. HOWEVER, IT IS UNKNOWN WHETHER SUCH CHANGES ALSO CONTRIBUTE TO AGE-RELATED KIDNEY DYSFUNCTION. TO ASSESS THIS, WE PROFILED GENOME-WIDE CHANGES IN DNA METHYLATION (OVER 800 000 CPG SITES) IN 95 RENAL BIOPSIES OBTAINED PRIOR TO KIDNEY TRANSPLANTATION FROM DONORS AGED 16 TO 73 YEARS. DONOR AGE SIGNIFICANTLY ASSOCIATED WITH THE METHYLATION OF 92 778 CPGS (FALSE DISCOVERY RATE UNDER 0.05), CORRESPONDING TO 10 285 DIFFERENTIALLY METHYLATED REGIONS. THESE REGIONS WERE MOST FREQUENTLY LOCATED IN GENES INVOLVED IN THE WNT/BETA-CATENIN SIGNALING PATHWAY. USING AN INDEPENDENT COHORT OF 67 BIOPSIES, WE AUTONOMOUSLY VALIDATED THESE FINDINGS. INTERESTINGLY, THE METHYLATION STATUS OF THESE 92 778 AGE-RELATED CPGS WAS ASSOCIATED WITH GLOMERULOSCLEROSIS (34.4% OF CPGS AT A FALSE DISCOVERY RATE UNDER 0.05) AND INTERSTITIAL FIBROSIS (0.9%) AND GRAFT FUNCTION AT ONE YEAR AFTER TRANSPLANTATION, BUT NOT WITH TUBULAR ATROPHY AND ARTERIOSCLEROSIS. NO ASSOCIATION WAS OBSERVED WITH ANY OF THESE PATHOLOGIES AT THE TIME OF TRANSPLANTATION (0% AT A FALSE DISCOVERY RATE UNDER 0.05). THUS, AGE-ASSOCIATED CHANGES IN DNA METHYLATION AT THE TIME OF TRANSPLANTATION PREDICT FUTURE INJURY OF TRANSPLANTED KIDNEYS. SPECIFICALLY, OUR EPIGENOME-WIDE ASSOCIATION STUDY DEMONSTRATES THAT EPIGENETIC RENAL AGEING IS IMPLICATED IN PROGRESSIVE FIBROSIS IN BOTH THE GLOMERULUS AND THE INTERSTITIUM. 2019 8 2629 36 EPIGENOME-WIDE ASSOCIATION STUDY OF DIABETIC CHRONIC KIDNEY DISEASE PROGRESSION IN THE KOREAN POPULATION: THE KNOW-CKD STUDY. SINCE THE ETIOLOGY OF DIABETIC CHRONIC KIDNEY DISEASE (CKD) IS MULTIFACTORIAL, STUDIES ON DNA METHYLATION FOR KIDNEY FUNCTION DETERIORATION HAVE RARELY BEEN PERFORMED DESPITE THE NEED FOR AN EPIGENETIC APPROACH. THEREFORE, THIS STUDY AIMED TO IDENTIFY EPIGENETIC MARKERS ASSOCIATED WITH CKD PROGRESSION BASED ON THE DECLINE IN THE ESTIMATED GLOMERULAR FILTRATION RATE IN DIABETIC CKD IN KOREA. AN EPIGENOME-WIDE ASSOCIATION STUDY WAS PERFORMED USING WHOLE BLOOD SAMPLES FROM 180 CKD RECRUITED FROM THE KNOW-CKD COHORT. PYROSEQUENCING WAS ALSO PERFORMED ON 133 CKD PARTICIPANTS AS AN EXTERNAL REPLICATION ANALYSIS. FUNCTIONAL ANALYSES, INCLUDING THE ANALYSIS OF DISEASE-GENE NETWORKS, REACTOME PATHWAYS, AND PROTEIN-PROTEIN INTERACTION NETWORKS, WERE CONDUCTED TO IDENTIFY THE BIOLOGICAL MECHANISMS OF CPG SITES. A PHENOME-WIDE ASSOCIATION STUDY WAS PERFORMED TO DETERMINE THE ASSOCIATIONS BETWEEN CPG SITES AND OTHER PHENOTYPES. TWO EPIGENETIC MARKERS, CG10297223 ON AGTR1 AND CG02990553 ON KRT28 INDICATED A POTENTIAL ASSOCIATION WITH DIABETIC CKD PROGRESSION. BASED ON THE FUNCTIONAL ANALYSES, OTHER PHENOTYPES (BLOOD PRESSURE AND CARDIAC ARRHYTHMIA FOR AGTR1) AND BIOLOGICAL PATHWAYS (KERATINIZATION AND CORNIFIED ENVELOPE FOR KRT28) RELATED TO CKD WERE ALSO IDENTIFIED. THIS STUDY SUGGESTS A POTENTIAL ASSOCIATION BETWEEN THE CG10297223 AND CG02990553 AND THE PROGRESSION OF DIABETIC CKD IN KOREANS. NEVERTHELESS, FURTHER VALIDATION IS NEEDED THROUGH ADDITIONAL STUDIES. 2023 9 3568 31 IMPACT OF INFLAMMATION ON EPIGENETIC DNA METHYLATION - A NOVEL RISK FACTOR FOR CARDIOVASCULAR DISEASE? OBJECTIVE: THE LIFESPAN OF DIALYSIS PATIENTS IS AS SHORT AS IN PATIENTS WITH METASTATIC CANCER DISEASE, MAINLY DUE TO CARDIOVASCULAR DISEASE (CVD). DNA METHYLATION IS AN IMPORTANT CELLULAR MECHANISM MODULATING GENE EXPRESSION ASSOCIATED WITH AGEING, INFLAMMATION AND ATHEROSCLEROTIC PROCESSES. DESIGN: DNA METHYLATION WAS ANALYSED IN PERIPHERAL BLOOD LEUCOCYTES FROM THREE DIFFERENT GROUPS OF CHRONIC KIDNEY DISEASE (CKD) POPULATIONS (37 CKD STAGES 3 AND 4 PATIENTS, 98 CKD STAGE 5 PATIENTS AND 20 PREVALENT HAEMODIALYSIS PATIENTS). THIRTY-SIX HEALTHY SUBJECTS SERVED AS CONTROLS. CLINICAL CHARACTERISTICS (DIABETES MELLITUS, NUTRITIONAL STATUS AND PRESENCE OF CLINICAL CVD), INFLAMMATION AND OXIDATIVE STRESS BIOMARKERS, HOMOCYSTEINE AND GLOBAL DNA METHYLATION IN PERIPHERAL BLOOD LEUCOCYTES (DEFINED AS HPAII/MSPI RATIO BY THE LUMINOMETRIC METHYLATION ASSAY METHOD) WERE EVALUATED. CKD STAGE 5 PATIENTS (N=98) STARTING DIALYSIS TREATMENT WERE FOLLOWED FOR A PERIOD OF 36 +/- 2 MONTHS. RESULTS: INFLAMED PATIENTS HAD LOWER RATIOS OF HPAII/MSPI, INDICATING GLOBAL DNA HYPERMETHYLATION. ANALYSIS BY THE COX REGRESSION MODEL DEMONSTRATED THAT DNA HYPERMETHYLATION (HPAII/MSPI RATIO