1 1322 147 DEMONSTRATION OF THE USEFULNESS OF EPIGENETIC CANCER RISK PREDICTION BY A MULTICENTRE PROSPECTIVE COHORT STUDY. BACKGROUND: EPIGENETIC ALTERATIONS ACCUMULATE IN NORMAL-APPEARING TISSUES OF PATIENTS WITH CANCER, PRODUCING AN EPIGENETIC FIELD DEFECT. CROSS-SECTIONAL STUDIES SHOW THAT THE DEGREE OF THE DEFECT MAY BE ASSOCIATED WITH RISK IN SOME TYPES OF CANCER, ESPECIALLY CANCERS ASSOCIATED WITH CHRONIC INFLAMMATION. OBJECTIVE: TO DEMONSTRATE, BY A MULTICENTRE PROSPECTIVE COHORT STUDY, THAT THE RISK OF METACHRONOUS GASTRIC CANCER AFTER ENDOSCOPIC RESECTION (ER) CAN BE PREDICTED BY ASSESSMENT OF THE EPIGENETIC FIELD DEFECT USING METHYLATION LEVELS. DESIGN: PATIENTS WITH EARLY GASTRIC CANCER, AGED 40-80 YEARS, WHO PLANNED TO HAVE, OR HAD UNDERGONE, ER, WERE ENROLLED AT LEAST 6 MONTHS AFTER HELICOBACTER PYLORI INFECTION DISCONTINUED. METHYLATION LEVELS OF THREE PRESELECTED GENES (MIR-124A-3, EMX1 AND NKX6-1) WERE MEASURED BY QUANTITATIVE METHYLATION-SPECIFIC PCR. PATIENTS WERE FOLLOWED UP ANNUALLY BY ENDOSCOPY, AND THE PRIMARY ENDPOINT WAS DEFINED AS DETECTION OF A METACHRONOUS GASTRIC CANCER. AUTHENTIC METACHRONOUS GASTRIC CANCERS WERE DEFINED AS CANCERS EXCLUDING THOSE DETECTED WITHIN 1 YEAR AFTER THE ENROLMENT. RESULTS: AMONG 826 PATIENTS ENROLLED, 782 PATIENTS HAD AT LEAST ONE FOLLOW-UP, WITH A MEDIAN FOLLOW-UP OF 2.97 YEARS. AUTHENTIC METACHRONOUS GASTRIC CANCERS DEVELOPED IN 66 PATIENTS: 29, 16 AND 21 PATIENTS AT 1-2, 2-3 AND >/=3 YEARS AFTER THE ENROLMENT, RESPECTIVELY. THE HIGHEST QUARTILE OF THE MIR-124A-3 METHYLATION LEVEL HAD A SIGNIFICANT UNIVARIATE HR (95% CI) (2.17 (1.07 TO 4.41); P=0.032) AND A MULTIVARIATE-ADJUSTED HR (2.30 (1.03 TO 5.10); P=0.042) OF DEVELOPING AUTHENTIC METACHRONOUS GASTRIC CANCERS. SIMILAR TRENDS WERE SEEN FOR EMX1 AND NKX6-1. CONCLUSIONS: ASSESSMENT OF THE DEGREE OF AN EPIGENETIC FIELD DEFECT IS A PROMISING CANCER RISK MARKER THAT TAKES ACCOUNT OF LIFE HISTORY. 2015 2 2485 27 EPIGENETIC-BASED AGE ACCELERATION IN A REPRESENTATIVE SAMPLE OF OLDER AMERICANS: ASSOCIATIONS WITH AGING-RELATED MORBIDITY AND MORTALITY. BIOMARKERS DEVELOPED FROM DNA METHYLATION (DNAM) DATA ARE OF GROWING INTEREST AS PREDICTORS OF HEALTH OUTCOMES AND MORTALITY IN OLDER POPULATIONS. HOWEVER, IT IS UNKNOWN HOW EPIGENETIC AGING FITS WITHIN THE CONTEXT OF KNOWN SOCIOECONOMIC AND BEHAVIORAL ASSOCIATIONS WITH AGING-RELATED HEALTH OUTCOMES IN A LARGE, POPULATION-BASED, AND DIVERSE SAMPLE. THIS STUDY USES DATA FROM A REPRESENTATIVE, PANEL STUDY OF US OLDER ADULTS TO EXAMINE THE RELATIONSHIP BETWEEN DNAM-BASED AGE ACCELERATION MEASURES IN THE PREDICTION OF CROSS-SECTIONAL AND LONGITUDINAL HEALTH OUTCOMES AND MORTALITY. WE EXAMINE WHETHER RECENT IMPROVEMENTS TO THESE SCORES, USING PRINCIPAL COMPONENT (PC)-BASED MEASURES DESIGNED TO REMOVE SOME OF THE TECHNICAL NOISE AND UNRELIABILITY IN MEASUREMENT, IMPROVE THE PREDICTIVE CAPABILITY OF THESE MEASURES. WE ALSO EXAMINE HOW WELL DNAM-BASED MEASURES PERFORM AGAINST WELL-KNOWN PREDICTORS OF HEALTH OUTCOMES SUCH AS DEMOGRAPHICS, SES, AND HEALTH BEHAVIORS. IN OUR SAMPLE, AGE ACCELERATION CALCULATED USING "SECOND AND THIRD GENERATION CLOCKS," PHENOAGE, GRIMAGE, AND DUNEDINPACE, IS CONSISTENTLY A SIGNIFICANT PREDICTOR OF HEALTH OUTCOMES INCLUDING CROSS-SECTIONAL COGNITIVE DYSFUNCTION, FUNCTIONAL LIMITATIONS AND CHRONIC CONDITIONS ASSESSED 2 Y AFTER DNAM MEASUREMENT, AND 4-Y MORTALITY. PC-BASED EPIGENETIC AGE ACCELERATION MEASURES DO NOT SIGNIFICANTLY CHANGE THE RELATIONSHIP OF DNAM-BASED AGE ACCELERATION MEASURES TO HEALTH OUTCOMES OR MORTALITY COMPARED TO EARLIER VERSIONS OF THESE MEASURES. WHILE THE USEFULNESS OF DNAM-BASED AGE ACCELERATION AS A PREDICTOR OF LATER LIFE HEALTH OUTCOMES IS QUITE CLEAR, OTHER FACTORS SUCH AS DEMOGRAPHICS, SES, MENTAL HEALTH, AND HEALTH BEHAVIORS REMAIN EQUALLY, IF NOT MORE ROBUST, PREDICTORS OF LATER LIFE OUTCOMES. 2023 3 4312 24 MICRORNAS AS A SUITABLE BIOMARKER TO DETECT THE EFFECTS OF LONG-TERM EXPOSURES TO NANOMATERIALS. STUDIES ON TIO(2)NP AND MWCNT. THE PRESENCE OF NANOMATERIALS (NMS) IN THE ENVIRONMENT MAY REPRESENT A SERIOUS RISK TO HUMAN HEALTH, ESPECIALLY IN A SCENARIO OF CHRONIC EXPOSURE. TO EVALUATE THE POTENTIAL RELATIONSHIP BETWEEN NM-INDUCED EPIGENETIC ALTERATIONS AND CARCINOGENESIS, THE PRESENT STUDY ANALYZED A PANEL OF 33 MIRNAS RELATED TO THE CELL TRANSFORMATION PROCESS IN BEAS-2B CELLS TRANSFORMED BY TIO(2)NP AND LONG-TERM MWCNT EXPOSURE. OUR BATTERY REVEALED A LARGE IMPACT ON MIRNA EXPRESSION PROFILING IN CELLS EXPOSED TO BOTH NMS. FROM THIS ANALYSIS, A SMALL SET OF FIVE MIRNAS (MIR-23A, MIR-25, MIR-96, MIR-210, AND MIR-502) WERE IDENTIFIED AS INFORMATIVE BIOMARKERS OF THE TRANSFORMING EFFECTS INDUCED BY NM EXPOSURES. THE USEFULNESS OF THIS REDUCED MIRNA BATTERY WAS FURTHER VALIDATED IN OTHER PREVIOUSLY GENERATED TRANSFORMED CELL SYSTEMS BY LONG-TERM EXPOSURE TO OTHER NMS (CONP, ZNONP, MSINP, AND CEO(2)NP). INTERESTINGLY, THE FIVE SELECTED MIRNAS WERE CONSISTENTLY OVEREXPRESSED IN ALL CELL LINES AND NMS TESTED. THESE RESULTS CONFIRM THE SUITABILITY OF THE PROPOSED SET OF MRNAS TO IDENTIFY THE POTENTIAL TRANSFORMING ABILITY OF NMS. PARTICULAR ATTENTION SHOULD BE PAID TO THE EPIGENOME AND ESPECIALLY TO MIRNAS FOR HAZARD ASSESSMENT OF NMS, AS WELLS AS FOR THE STUDY OF THE UNDERLYING MECHANISMS OF ACTION. 2021 4 401 37 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 5 2147 32 EPIGENETIC MARKER OF TELOMERIC AGE IS ASSOCIATED WITH EXACERBATIONS AND HOSPITALIZATIONS IN CHRONIC OBSTRUCTIVE PULMONARY DISEASE. BACKGROUND: CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) IS AN AGE-RELATED CONDITION THAT HAS BEEN ASSOCIATED WITH EARLY TELOMERE ATTRITION; THE CLINICAL IMPLICATIONS OF TELOMERE SHORTENING IN COPD ARE NOT WELL KNOWN. IN THIS STUDY WE AIMED TO DETERMINE THE RELATIONSHIP OF THE EPIGENETIC REGULATION OF TELOMERIC LENGTH IN PERIPHERAL BLOOD WITH THE RISK OF EXACERBATIONS AND HOSPITALIZATION IN PATIENTS WITH COPD. METHODS: BLOOD DNA METHYLATION PROFILES WERE OBTAINED FROM 292 PATIENTS WITH COPD ENROLLED IN THE PLACEBO ARM OF THE MACROLIDE AZITHROMYCIN TO PREVENT RAPID WORSENING OF SYMPTOMS ASSOCIATED WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE (MACRO) STUDY AND WHO WERE FOLLOWED FOR 1-YEAR. WE CALCULATED TELOMERE LENGTH BASED ON DNA METHYLATION MARKERS (DNAMTL) AND RELATED THIS BIOMARKER TO THE RISK OF EXACERBATION AND HOSPITALIZATION AND HEALTH STATUS (ST. GEORGE RESPIRATORY QUESTIONNAIRE [SGRQ]) SCORE OVER TIME USING A COX PROPORTIONAL HAZARDS MODEL. WE ALSO USED LINEAR MODELS TO INVESTIGATE THE ASSOCIATIONS OF DNAMTL WITH THE RATES OF EXACERBATION AND HOSPITALIZATION (ADJUSTED FOR CHRONOLOGICAL AGE, LUNG FUNCTION, RACE, SEX, SMOKING, BODY MASS INDEX AND CELL COMPOSITION). RESULTS: PARTICIPANTS WITH SHORT DNAMTL DEMONSTRATED INCREASED RISK OF EXACERBATION (P = 0.02) AND HOSPITALIZATION (P = 0.03) COMPARED TO THOSE WITH LONGER DNAMTL. DNAMTL AGE ACCELERATION WAS ASSOCIATED WITH HIGHER RATES OF EXACERBATION (P = 1.35 X 10(-04)) AND HOSPITALIZATION (P = 5.21 X 10(-03)) AND POOR HEALTH STATUS (LOWER SGRQ SCORES) INDEPENDENT OF CHRONOLOGICAL AGE (P = 0.03). CONCLUSION: TELOMERIC AGE BASED ON BLOOD DNA METHYLATION IS ASSOCIATED WITH COPD EXACERBATION AND HOSPITALIZATION AND THUS A PROMISING BIOMARKER FOR POOR OUTCOMES IN COPD. 2021 6 5959 22 TELOMERE LENGTH AS A MARKER OF BIOLOGICAL AGE: STATE-OF-THE-ART, OPEN ISSUES, AND FUTURE PERSPECTIVES. TELOMERE SHORTENING IS A WELL-KNOWN HALLMARK OF BOTH CELLULAR SENESCENCE AND ORGANISMAL AGING. AN ACCELERATED RATE OF TELOMERE ATTRITION IS ALSO A COMMON FEATURE OF AGE-RELATED DISEASES. THEREFORE, TELOMERE LENGTH (TL) HAS BEEN RECOGNIZED FOR A LONG TIME AS ONE OF THE BEST BIOMARKERS OF AGING. RECENT RESEARCH FINDINGS, HOWEVER, INDICATE THAT TL PER SE CAN ONLY ALLOW A ROUGH ESTIMATE OF AGING RATE AND CAN HARDLY BE REGARDED AS A CLINICALLY IMPORTANT RISK MARKER FOR AGE-RELATED PATHOLOGIES AND MORTALITY. EVIDENCE IS OBTAINED THAT OTHER INDICATORS SUCH AS CERTAIN IMMUNE PARAMETERS, INDICES OF EPIGENETIC AGE, ETC., COULD BE STRONGER PREDICTORS OF THE HEALTH STATUS AND THE RISK OF CHRONIC DISEASE. HOWEVER, DESPITE THESE ISSUES AND LIMITATIONS, TL REMAINS TO BE VERY INFORMATIVE MARKER IN ACCESSING THE BIOLOGICAL AGE WHEN USED ALONG WITH OTHER MARKERS SUCH AS INDICES OF HOMEOSTATIC DYSREGULATION, FRAILTY INDEX, EPIGENETIC CLOCK, ETC. THIS REVIEW ARTICLE IS AIMED AT DESCRIBING THE CURRENT STATE OF THE ART IN THE FIELD AND AT DISCUSSING RECENT RESEARCH FINDINGS AND DIVERGENT VIEWPOINTS REGARDING THE USEFULNESS OF LEUKOCYTE TL FOR ESTIMATING THE HUMAN BIOLOGICAL AGE. 2020 7 5336 23 QUANTIFICATION OF THE PACE OF BIOLOGICAL AGING IN HUMANS THROUGH A BLOOD TEST, THE DUNEDINPOAM DNA METHYLATION ALGORITHM. BIOLOGICAL AGING IS THE GRADUAL, PROGRESSIVE DECLINE IN SYSTEM INTEGRITY THAT OCCURS WITH ADVANCING CHRONOLOGICAL AGE, CAUSING MORBIDITY AND DISABILITY. MEASUREMENTS OF THE PACE OF AGING ARE NEEDED AS SURROGATE ENDPOINTS IN TRIALS OF THERAPIES DESIGNED TO PREVENT DISEASE BY SLOWING BIOLOGICAL AGING. WE REPORT A BLOOD-DNA-METHYLATION MEASURE THAT IS SENSITIVE TO VARIATION IN PACE OF BIOLOGICAL AGING AMONG INDIVIDUALS BORN THE SAME YEAR. WE FIRST MODELED CHANGE-OVER-TIME IN 18 BIOMARKERS TRACKING ORGAN-SYSTEM INTEGRITY ACROSS 12 YEARS OF FOLLOW-UP IN N = 954 MEMBERS OF THE DUNEDIN STUDY BORN IN 1972-1973. RATES OF CHANGE IN EACH BIOMARKER OVER AGES 26-38 YEARS WERE COMPOSITED TO FORM A MEASURE OF AGING-RELATED DECLINE, TERMED PACE-OF-AGING. ELASTIC-NET REGRESSION WAS USED TO DEVELOP A DNA-METHYLATION PREDICTOR OF PACE-OF-AGING, CALLED DUNEDINPOAM FOR DUNEDIN(P)ACE(O)F(A)GING(M)ETHYLATION. VALIDATION ANALYSIS IN COHORT STUDIES AND THE CALERIE TRIAL PROVIDE PROOF-OF-PRINCIPLE FOR DUNEDINPOAM AS A SINGLE-TIME-POINT MEASURE OF A PERSON'S PACE OF BIOLOGICAL AGING. 2020 8 4502 28 MORTALITY ASSOCIATIONS WITH DNA METHYLATION-BASED BIOLOGICAL AGING AND PHYSICAL FUNCTIONING MEASURES ACROSS A 20-YEAR FOLLOW-UP PERIOD. BACKGROUND: MEASURES OF BIOLOGICAL AGING RANGE FROM DNA METHYLATION (DNAM)-BASED ESTIMATES TO MEASURES OF PHYSICAL ABILITIES. THE PURPOSE OF THIS STUDY WAS TO COMPARE DNAM- AND PHYSICAL FUNCTIONING-BASED MEASURES OF BIOLOGICAL AGING IN PREDICTING MORTALITY. METHODS: WE STUDIED 63- TO 76-YEAR-OLD WOMEN (N = 395) FROM THE FINNISH TWIN STUDY ON AGING (FITSA). PARTICIPANTS' BIOLOGICAL AGE (EPIGENETIC CLOCKS DNAM GRIMAGE AND DUNEDINPACE) WAS ESTIMATED USING BLOOD DNAM DATA. TESTS OF PHYSICAL FUNCTIONING CONDUCTED UNDER STANDARDIZED LABORATORY CONDITIONS INCLUDED THE TIMED UP AND GO (TUG) TEST AND 10-M WALK TEST. MORTALITY HAZARD RATIOS WERE CALCULATED PER EVERY 1 STANDARD DEVIATION (SD) INCREASE IN THE PREDICTOR. COX REGRESSION MODELS WERE CONDUCTED FOR INDIVIDUALS AND TWIN PAIRS, THE LATTER CONTROLLING FOR UNDERLYING GENETIC EFFECTS. THE MODELS WERE ADJUSTED FOR KNOWN LIFESTYLE PREDICTORS OF MORTALITY. RESULTS: DURING THE FOLLOW-UP PERIOD (MEAN 17.0 YEARS, RANGE 0.2-20.3), 187 PARTICIPANTS DIED. IN BOTH THE INDIVIDUAL-BASED AND PAIRWISE ANALYSES, GRIMAGE AND BOTH FUNCTIONAL BIOMARKERS OF AGING WERE ASSOCIATED WITH MORTALITY INDEPENDENT OF FAMILY RELATEDNESS, CHRONOLOGICAL AGE, PHYSICAL ACTIVITY, BODY MASS INDEX, SMOKING, EDUCATION, OR CHRONIC DISEASES. IN A MODEL INCLUDING BOTH THE DNAM-BASED MEASURES AND FUNCTIONAL BIOMARKERS OF AGING, GRIMAGE AND TUG REMAINED PREDICTIVE. CONCLUSIONS: THE FINDINGS SUGGEST THAT DNAM GRIMAGE AND THE TUG TEST ARE STRONG PREDICTORS OF MORTALITY INDEPENDENT OF EACH OTHERS AND GENETIC INFLUENCES. DNAM-BASED MEASURES AND FUNCTIONAL TESTS CAPTURE DIFFERENT ASPECTS OF THE AGING PROCESS AND THUS COMPLEMENT EACH OTHER AS MEASURES OF BIOLOGICAL AGING IN PREDICTING MORTALITY. 2023 9 1962 30 EPIGENETIC AGING IS ASSOCIATED WITH CLINICAL AND EXPERIMENTAL PAIN IN COMMUNITY-DWELLING OLDER ADULTS. GERONTOLOGICAL RESEARCH REVEALS CONSIDERABLE INTERINDIVIDUAL VARIABILITY IN AGING PHENOTYPES, WHICH HAS MOTIVATED RESEARCH EFFORTS TO IDENTIFY "AGING BIOMARKERS." AGING BIOMARKERS ARE USED TO CALCULATE BIOLOGICAL AGE, WHICH ARE BETTER PREDICTORS OF DISEASE RISK AND RESIDUAL LIFESPAN WHEN COMPARED TO CHRONOLOGICAL AGE ALONE. EMERGING EVIDENCE USING THE EPIGENETIC CLOCK AS AN AGING BIOMARKER SUPPORTS HIGHLY RELIABLE INDIVIDUALIZED PREDICTIONS ABOUT FUTURE HEALTH. THIS STUDY AIMED TO DETERMINE WHETHER AN EPIGENETIC AGING BIOMARKER WAS ASSOCIATED WITH CHRONIC PAIN IN OLDER ADULTS (60-83 YEARS OLD). A SUBSET OF PARTICIPANTS (N = 29) IN THE NEUROMODULATORY EXAMINATION OF PAIN AND MOBILITY ACROSS THE LIFESPAN STUDY UNDERWENT A BLOOD DRAW, DEMOGRAPHIC, PSYCHOLOGICAL, COGNITIVE, AND PAIN ASSESSMENTS. WE ESTIMATED HORVATH'S EPIGENETIC CLOCK AND CALCULATED THE DIFFERENCE BETWEEN EPIGENETIC AGE AND CHRONOLOGICAL AGE THAT HAS BEEN PREVIOUSLY REPORTED TO PREDICT OVERALL MORTALITY RISK. OLDER INDIVIDUALS WITHOUT CHRONIC PAIN (N = 9) HAD SIGNIFICANTLY "YOUNGER" EPIGENETIC AGE COMPARED TO THOSE WITH CHRONIC PAIN (N = 20, P < 0.05). OLDER EPIGENETIC AGE WAS ASSOCIATED WITH GREATER PAIN DURING DAILY ACTIVITIES (R = 0.494, P = 0.010) AND ANATOMICAL PAIN SITES (R = 0.741, P < 0.001) BUT NOT PAIN FREQUENCY/DURATION. AN OLDER EPIGENETIC AGE WAS ALSO ASSOCIATED WITH HIGHER VIBRATORY DETECTION THRESHOLDS (R = 0.490, P = 0.021), HEAT PAIN THRESHOLDS (R = -0.478, P = 0.028), AND PRESSURE PAIN THRESHOLDS AT THE TRAPEZIUS (R = -0.571, P = 0.006) BUT NOT THERMAL DETECTION, PRESSURE PAIN AT THE QUADRICEPS OR PAIN INHIBITION (P'S > 0.05). EPIGENETIC AGING WAS ASSOCIATED WITH GREATER EMOTIONAL STABILITY (R = -0.461, P = 0.027), CONSCIENTIOUSNESS (R = -0.549, P = 0.007), AND LOWER EXTRAVERSION (R = 0.414, P = 0.049) BUT NOT DEPRESSION OR AFFECT (P'S > 0.05). EPIGENETIC AGING WAS ALSO ASSOCIATED WITH LOWER EPISODIC (R = -0.698, P = 0.001) AND WORKING MEMORY (R = -0.760, P < 0.001). OUR FINDINGS SUGGEST THAT CHRONIC PAIN IS ASSOCIATED WITH ACCELERATED EPIGENETIC AGING IN HEALTHY, COMMUNITY-DWELLING OLDER INDIVIDUALS, AND FUTURE STUDIES WITH LARGER SAMPLES ARE NEEDED TO CONFIRM OUR FINDINGS. AN AGING BIOMARKER SUCH AS THE EPIGENETIC CLOCK MAY HELP IDENTIFY PEOPLE WITH CHRONIC PAIN AT GREATER RISK OF FUNCTIONAL DECLINE AND POORER HEALTH OUTCOMES. 2019 10 2261 28 EPIGENETIC PROFILE IN CHRONIC LYMPHOCYTIC LEUKEMIA USING METHYLATION-SPECIFIC MULTIPLEX LIGATION-DEPENDENT PROBE AMPLIFICATION. AIM: TO ANALYZE THE METHYLATION STATUS OF 35 TUMOR SUPPRESSOR GENES USING METHYLATION-SPECIFIC MULTIPLEX LIGATION-DEPENDENT PROBE AMPLIFICATION (MS-MLPA) IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). MATERIALS & METHODS: THE DNA OF 37 SAMPLES FROM PATIENTS WITH CLL, SIX HEALTHY DONORS, AND JURKAT AND RAMOS CELL LINES WAS ANALYZED BY MS-MLPA. RESULTS: OUR RESULTS CONFIRM THAT HYPERMETHYLATION IS A COMMON AND NOT RANDOMLY DISTRIBUTED EVENT IN CLL, AND SOME GENES, SUCH AS WT1, CDH13, IGSF4/TSLC1, GATA5, DAPK1 AND RARB, ARE HYPERMETHYLATED IN MORE THAN 25% OF THE ANALYZED SAMPLES. IMPORTANTLY, MS-MLPA ALSO DETECTED HYPERMETHYLATION OF SOME GENES NOT REPORTED PREVIOUSLY IN CLL, AND THEIR METHYLATION STATUS WAS CONFIRMED BY BISULFITE SEQUENCING. CONCLUSION: THESE RESULTS INDICATE THAT MS-MLPA IS A USEFUL TECHNIQUE FOR THE DETECTION OF METHYLATION IN CLL SAMPLES. SELECTING CLL-SPECIFIC METHYLATION TARGETS IN ORDER TO GENERATE A CLL-SPECIFIC MS-MLPA PROBE SET COULD ENHANCE ITS USEFULNESS AS A TOOL IN STUDIES OF RISK STRATIFICATION AND GUIDING THE BEST THERAPEUTIC DECISION. 2012 11 648 22 BIRTH WEIGHT AND MATERNAL ENERGY STATUS DURING PREGNANCY AS PREDICTORS OF EPIGENETIC AGE ACCELERATION IN YOUNG ADULTS FROM METROPOLITAN CEBU, PHILIPPINES. EPIGENETIC CLOCKS QUANTIFY REGULAR CHANGES IN DNA METHYLATION THAT OCCUR WITH AGE, OR IN RELATION TO BIOMARKERS OF AGEING, AND ARE STRONG PREDICTORS OF MORBIDITY AND MORTALITY. HERE, WE ASSESS WHETHER MEASURES OF FETAL NUTRITION AND GROWTH THAT PREDICT ADULT CHRONIC DISEASE ALSO PREDICT ACCELERATED BIOLOGICAL AGEING IN YOUNG ADULTHOOD USING A SUITE OF COMMONLY USED EPIGENETIC CLOCKS. DATA COME FROM THE CEBU LONGITUDINAL HEALTH AND NUTRITION SURVEY (CLHNS), A LONG-RUNNING COHORT FOLLOWED SINCE BIRTH IN METROPOLITAN CEBU, PHILIPPINES. PAST WORK HAS SHOWN THAT BIRTH WEIGHT (BW) AND THE MOTHER'S ARM FAT DURING PREGNANCY (A MEASURE OF PREGNANCY ENERGY STATUS) RELATE INVERSELY TO HEALTH OUTCOMES IN THE CLHNS BUT PRIMARILY IN MALES. GENOME-WIDE DNA METHYLATION WAS ASSESSED IN WHOLE BLOOD USING THE INFINIUM EPIC ARRAY. PARTICIPANTS INCLUDED MALES (N=895) AND FEMALES (N=803) MEASURED IN 2005 (20.8-22.5 YEARS). CLOCKS INCLUDED THE HANNUM AND HORVATH CLOCKS TRAINED ON CHRONOLOGICAL AGE, THE DNAMPHENOAGE AND DNAMGRIMAGE CLOCKS TRAINED ON CLINICAL BIOMARKERS, THE DUNEDIN PACE OF AGEING (DUNEDINPACE) CLOCK TRAINED ON LONGITUDINAL CHANGES IN AGEING BIOMARKERS, AND THE DNAMTL CLOCK TRAINED ON LEUKOCYTE TELOMERE LENGTH. IN MALES, LOWER BW PREDICTED ADVANCED BIOLOGICAL AGEING USING THE HANNUM, DNAMPHENOAGE, DUNEDINPOAM, AND DNAMTL CLOCKS. IN CONTRAST, BW DID NOT PREDICT ANY CLOCK IN FEMALE PARTICIPANTS. PARTICIPANTS' MOTHERS' PREGNANCY ARM FAT ONLY PREDICTED DNAMTL IN MALES. THESE FINDINGS SUGGEST THAT EPIGENETIC CLOCKS ARE A USEFUL TOOL FOR GAUGING LONG-TERM OUTCOMES PREDICTED BY FETAL GROWTH, AND ADD TO EXISTING EVIDENCE IN THE CLHNS FOR SEX DIFFERENCES IN THESE RELATIONSHIPS. 2022 12 1955 43 EPIGENETIC AGE ACCELERATION PREDICTS CANCER, CARDIOVASCULAR, AND ALL-CAUSE MORTALITY IN A GERMAN CASE COHORT. BACKGROUND: PREVIOUS STUDIES HAVE DEVELOPED MODELS PREDICTING METHYLATION AGE FROM DNA METHYLATION IN BLOOD AND OTHER TISSUES (EPIGENETIC CLOCK) AND SUGGESTED THE DIFFERENCE BETWEEN DNA METHYLATION AND CHRONOLOGICAL AGES AS A MARKER OF HEALTHY AGING. THE GOAL OF THIS STUDY WAS TO CONFIRM AND EXPAND SUCH OBSERVATIONS BY INVESTIGATING WHETHER DIFFERENT CONCEPTS OF THE EPIGENETIC CLOCKS IN A POPULATION-BASED COHORT ARE ASSOCIATED WITH CANCER, CARDIOVASCULAR, AND ALL-CAUSE MORTALITY. RESULTS: DNA METHYLATION AGE WAS ESTIMATED IN A COHORT OF 1863 OLDER PEOPLE, AND THE DIFFERENCE BETWEEN AGE PREDICTED BY DNA METHYLATION AND CHRONOLOGICAL AGE (DELTAAGE) WAS CALCULATED. A CASE-COHORT DESIGN AND WEIGHTED PROPORTIONAL COX HAZARD MODELS WERE USED TO ESTIMATE ASSOCIATIONS OF DELTAAGE WITH CANCER, CARDIOVASCULAR, AND ALL-CAUSE MORTALITY. HAZARD RATIOS FOR DELTAAGE (PER 5 YEARS) CALCULATED USING THE EPIGENETIC CLOCK DEVELOPED BY HORVATH WERE 1.23 (95 % CI 1.10-1.38) FOR ALL-CAUSE MORTALITY, 1.22 (95 % CI 1.03-1.45) FOR CANCER MORTALITY, AND 1.19 (95 % CI 0.98-1.43) FOR CARDIOVASCULAR MORTALITY AFTER ADJUSTMENT FOR BATCH EFFECTS, AGE, SEX, EDUCATIONAL LEVEL, HISTORY OF CHRONIC DISEASES, HYPERTENSION, SMOKING STATUS, BODY MASS INDEX, AND LEUCOCYTE DISTRIBUTION. ASSOCIATIONS WERE SIMILAR BUT WEAKER FOR DELTAAGE CALCULATED USING THE EPIGENETIC CLOCK DEVELOPED BY HANNUM. CONCLUSIONS: THESE RESULTS SHOW THAT AGE ACCELERATION IN TERMS OF THE DIFFERENCE BETWEEN AGE PREDICTED BY DNA METHYLATION AND CHRONOLOGICAL AGE IS AN INDEPENDENT PREDICTOR OF ALL-CAUSE AND CAUSE-SPECIFIC MORTALITY AND MAY BE USEFUL AS A GENERAL MARKER OF HEALTHY AGING. 2016 13 1957 30 EPIGENETIC AGE PREDICTORS IN COMMUNITY-DWELLING ADULTS WITH HIGH IMPACT KNEE PAIN. GERONTOLOGICAL RESEARCH REVEALS CONSIDERABLE INTERINDIVIDUAL VARIABILITY IN AGING PHENOTYPES, AND EMERGING EVIDENCE SUGGESTS THAT HIGH IMPACT CHRONIC PAIN MAY BE ASSOCIATED WITH VARIOUS ACCELERATED BIOLOGICAL AGING PROCESSES. IN PARTICULAR, EPIGENETIC AGING IS A ROBUST PREDICTOR OF HEALTH-SPAN AND DISABILITY COMPARED TO CHRONOLOGICAL AGE ALONE. THE CURRENT STUDY AIMED TO DETERMINE WHETHER SEVERAL EPIGENETIC AGING BIOMARKERS WERE ASSOCIATED WITH HIGH IMPACT CHRONIC PAIN IN MIDDLE TO OLDER AGE ADULTS (44-78 YEARS OLD). PARTICIPANTS (N = 213) UNDERWENT A BLOOD DRAW, DEMOGRAPHIC, PSYCHOSOCIAL, PAIN AND FUNCTIONAL ASSESSMENTS. WE ESTIMATED FIVE EPIGENETIC CLOCKS AND CALCULATED THE DIFFERENCE BETWEEN EPIGENETIC AGE AND CHRONOLOGICAL AGE, WHICH HAS BEEN PREVIOUSLY REPORTED TO PREDICT OVERALL MORTALITY RISK, AS WELL AS INCLUDED ADDITIONAL DERIVED VARIABLES OF EPIGENETIC AGE PREVIOUSLY ASSOCIATED WITH PAIN. THERE WERE SIGNIFICANT DIFFERENCES ACROSS PAIN IMPACT GROUPS IN THREE OUT OF THE FIVE EPIGENETIC CLOCKS EXAMINED (DNAMAGE, DNAMPHENOAGE AND DNAMGRIMAGE), INDICATING THAT PAIN-RELATED DISABILITY DURING THE PAST 6 MONTHS WAS ASSOCIATED WITH MARKERS OF EPIGENETIC AGING. ONLY DNAMPHENOAGE AND DNAMGRIMAGE WERE ASSOCIATED WITH HIGHER KNEE PAIN INTENSITY DURING THE PAST 48 H. FINALLY, PAIN CATASTROPHIZING, DEPRESSIVE SYMPTOMATOLOGY AND MORE NEUROPATHIC PAIN SYMPTOMS WERE SIGNIFICANTLY ASSOCIATED WITH AN OLDER EPIGENOME IN ONLY ONE OF THE FIVE EPIGENETIC CLOCKS (I.E. DNAMGRIMAGE) AFTER CORRECTING FOR MULTIPLE COMPARISONS (CORRECTED P'S < 0.05). GIVEN THE SCANT LITERATURE IN RELATION TO EPIGENETIC AGING AND THE COMPLEX EXPERIENCE OF PAIN, ADDITIONAL RESEARCH IS NEEDED TO UNDERSTAND WHETHER EPIGENETIC AGING MAY HELP IDENTIFY PEOPLE WITH CHRONIC PAIN AT GREATER RISK OF FUNCTIONAL DECLINE AND POORER HEALTH OUTCOMES. 2022 14 4249 45 METHYLATION-BASED BIOLOGICAL AGE AND BREAST CANCER RISK. BACKGROUND: AGE IS ONE OF THE STRONGEST PREDICTORS OF CANCER, CHRONIC DISEASE, AND MORTALITY, BUT BIOLOGICAL RESPONSES TO AGING DIFFER AMONG PEOPLE. EPIGENETIC DNA MODIFICATIONS HAVE BEEN USED TO ESTIMATE "BIOLOGICAL AGE," WHICH MAY BE A USEFUL PREDICTOR OF DISEASE RISK. WE TESTED THIS HYPOTHESIS FOR BREAST CANCER. METHODS: USING A CASE-COHORT APPROACH, WE MEASURED BASELINE BLOOD DNA METHYLATION OF 2764 WOMEN ENROLLED IN THE SISTER STUDY, 1566 OF WHOM SUBSEQUENTLY DEVELOPED BREAST CANCER AFTER AN AVERAGE OF 6 YEARS. USING THREE PREVIOUSLY ESTABLISHED METHYLATION-BASED "CLOCKS" (HANNUM, HORVATH, AND LEVINE), WE DEFINED BIOLOGICAL AGE ACCELERATION FOR EACH WOMAN BY COMPARING HER ESTIMATED BIOLOGICAL AGE WITH HER CHRONOLOGICAL AGE. HAZARD RATIOS AND 95% CONFIDENCE INTERVALS FOR BREAST CANCER RISK WERE ESTIMATED USING COX REGRESSION MODELS. ALL STATISTICAL TESTS WERE TWO-SIDED. RESULTS: EACH OF THE THREE CLOCKS SHOWED THAT BIOLOGICAL AGE ACCELERATION WAS STATISTICALLY SIGNIFICANTLY ASSOCIATED WITH INCREASED RISK OF DEVELOPING BREAST CANCER (5-YEAR AGE ACCELERATION, HANNUM'S CLOCK: HAZARD RATIO [HR] = 1.10, 95% CONFIDENCE INTERVAL [CI] = 1.00 TO 1.21, P = .04; HORVATH'S CLOCK: HR = 1.08, 95% CI = 1.00 TO 1.17, P = .04; LEVINE'S CLOCK: HR = 1.15, 95% CI = 1.07 TO 1.23, P < .001). FOR LEVINE'S CLOCK, EACH 5-YEAR ACCELERATION IN BIOLOGICAL AGE CORRESPONDED WITH A 15% INCREASE IN BREAST CANCER RISK. ALTHOUGH BIOLOGICAL AGE MAY ACCELERATE WITH MENOPAUSAL TRANSITION, AGE ACCELERATION IN PREMENOPAUSAL WOMEN INDEPENDENTLY PREDICTED BREAST CANCER. CASE-ONLY ANALYSIS SUGGESTED THAT, AMONG WOMEN WHO DEVELOP BREAST CANCER, INCREASED AGE ACCELERATION IS ASSOCIATED WITH INVASIVE CANCER (ODDS RATIO FOR INVASIVE = 1.09, 95% CI = 0.98 TO 1.22, P = .10). CONCLUSIONS: DNA METHYLATION-BASED MEASURES OF BIOLOGICAL AGE MAY BE IMPORTANT PREDICTORS OF BREAST CANCER RISK. 2019 15 253 32 ADVANCES AND PERSPECTIVES FROM GENETIC RESEARCH: DEVELOPMENT OF BIOLOGICAL MARKERS IN ALZHEIMER'S DISEASE. DESPITE IMPORTANT RECENT ADVANCES, A FULL UNDERSTANDING OF THE (GENETIC) ETIOLOGY OF ALZHEIMER'S DISEASE (AD) IS STILL A LONG WAY OFF. LARGE COLLABORATIVE EFFORTS ARE ONGOING, AS WELL AS THE EXPLORATION OF VARIOUS SOURCES OF GENETIC VARIATION. EVIDENCE SUPPORTS THE VIEW THAT MENDELIAN EARLY-ONSET FAMILIAL FORMS OF AD ARE CAUSED BY RARE AND USUALLY HIGHLY PENETRANT MUTATIONS IN THREE GENES (APP, PSEN1 AND PSEN2). CONSIDERING SPORADIC LATE-ONSET AD (LOAD), THE APOE EPSILON4 ALLELE IS BY FAR THE BEST-ESTABLISHED RISK GENE. RECENTLY PUBLISHED LARGE-SCALE GENOME-WIDE ANALYSES POINT TO ADDITIONALLY RELEVANT GENETICALLY ASSOCIATED LOCI, PARTICULARLY CLU, PICALM AND CR1. THESE SUSCEPTIBILITY LOCI SUPPORT EXISTING HYPOTHESES ABOUT THE AMYLOID, LIPID, CHAPERONE AND CHRONIC INFLAMMATORY MECHANISMS IN AD PATHOGENESIS, AND ARE THEREFORE LIKELY TO PROVIDE THE BASIS FOR THE DEVELOPMENT OF HYPOTHESIS-DRIVEN NOVEL BIOMARKER CANDIDATES. ADDITIONAL GENES, LISTED ONLINE IN ALZGENE (E.G., GAB2 OR SORL1) HAVE REPEATEDLY SHOWN RISK EFFECTS IN LOAD, AND MAY BE TRUE RISK GENES, BUT THIS IS MUCH LESS CERTAIN. NEW EPIGENETIC RESEARCH PROVIDED SOME EVIDENCE THAT DNA MODIFICATIONS MAYBE INVOLVED IN LOAD (E.G., POST-MORTEM STUDIES DESCRIBED BOTH HYPO- AND HYPER-METHYLATION IN AD-RELATED SUSCEPTIBILITY GENES). WITH RESPECT TO BIOMARKERS, ELDERLY NONDEMENTED APOE EPSILON4 CARRIERS DEMONSTRATED DISTINCT CEREBROSPINAL FLUID BIOMARKER SIGNATURES AND ALTERATIONS OF BRAIN GLUCOSE METABOLISM SIMILAR TO THOSE OBSERVED IN AD. FUTURE RESEARCH SHOULD EVALUATE THE USEFULNESS OF NEWLY DETECTED AD RISK GENES AND EPIGENETIC CHANGES AS POTENTIAL BIOMARKERS TOWARDS GENETIC PROFILING OF AD OR FOR CORRELATION WITH ENDOPHENOTYPES AND THERAPEUTIC OUTCOME. 2010 16 173 22 ACCELERATED AGING IN BIPOLAR DISORDERS: AN EXPLORATORY STUDY OF SIX EPIGENETIC CLOCKS. BIPOLAR DISORDER (BD) IS A CHRONIC AND SEVERE PSYCHIATRIC DISORDER ASSOCIATED WITH SIGNIFICANT MEDICAL MORBIDITY AND REDUCED LIFE EXPECTANCY. IN THIS STUDY, WE ASSESSED ACCELERATED EPIGENETIC AGING IN INDIVIDUALS WITH BD USING VARIOUS DNA METHYLATION (DNAM)-BASED MARKERS. FOR THIS PURPOSE, WE USED FIVE EPIGENETIC CLOCKS (HORVATH, HANNUM, EN, PHENOAGE, AND GRIMAGE) AND A DNAM-BASED TELOMERE LENGTH CLOCK (DNAMTL). DNAM PROFILES WERE OBTAINED USING INFINIUM METHYLATIONEPIC ARRAYS FROM WHOLE-BLOOD SAMPLES OF 184 INDIVIDUALS WITH BD. WE ALSO ESTIMATED BLOOD CELL COUNTS BASED ON DNAM LEVELS FOR ADJUSTMENT. SIGNIFICANT CORRELATIONS BETWEEN CHRONOLOGICAL AGE AND EACH EPIGENETIC AGE ESTIMATED USING THE SIX DIFFERENT CLOCKS WERE OBSERVED. FOLLOWING ADJUSTMENT FOR BLOOD CELL COUNTS, WE FOUND THAT THE SIX EPIGENETIC AGEACCELS (AGE ACCELERATIONS) WERE SIGNIFICANTLY ASSOCIATED WITH THE BODY MASS INDEX. GRIMAGE AGEACCEL WAS SIGNIFICANTLY ASSOCIATED WITH MALE SEX, SMOKING STATUS AND CHILDHOOD MALTREATMENT. DNAMTL AGEACCEL WAS SIGNIFICANTLY ASSOCIATED WITH SMOKING STATUS. OVERALL, THIS STUDY SHOWED THAT DISTINCT EPIGENETIC CLOCKS ARE SENSITIVE TO DIFFERENT ASPECTS OF AGING PROCESS IN BD. FURTHER INVESTIGATIONS WITH COMPREHENSIVE EPIGENETIC CLOCK ANALYSES AND LARGE SAMPLES ARE REQUIRED TO CONFIRM OUR FINDINGS OF POTENTIAL DETERMINANTS OF AN ACCELERATED EPIGENETIC AGING IN BD. 2023 17 640 26 BIOMARKERS OF AGING IN FRAILTY AND AGE-ASSOCIATED DISORDERS: STATE OF THE ART AND FUTURE PERSPECTIVE. ACCORDING TO THE GEROSCIENCE CONCEPT THAT ORGANISMAL AGING AND AGE-ASSOCIATED DISEASES SHARE THE SAME BASIC MOLECULAR MECHANISMS, THE IDENTIFICATION OF BIOMARKERS OF AGE THAT CAN EFFICIENTLY CLASSIFY PEOPLE AS BIOLOGICALLY OLDER (OR YOUNGER) THAN THEIR CHRONOLOGICAL (I.E. CALENDAR) AGE IS BECOMING OF PARAMOUNT IMPORTANCE. THESE PEOPLE WILL BE IN FACT AT HIGHER (OR LOWER) RISK FOR MANY DIFFERENT AGE-ASSOCIATED DISEASES, INCLUDING CARDIOVASCULAR DISEASES, NEURODEGENERATION, CANCER, ETC. IN TURN, PATIENTS SUFFERING FROM THESE DISEASES ARE BIOLOGICALLY OLDER THAN HEALTHY AGE-MATCHED INDIVIDUALS. MANY BIOMARKERS THAT CORRELATE WITH AGE HAVE BEEN DESCRIBED SO FAR. THE AIM OF THE PRESENT REVIEW IS TO DISCUSS THE USEFULNESS OF SOME OF THESE BIOMARKERS (ESPECIALLY SOLUBLE, CIRCULATING ONES) IN ORDER TO IDENTIFY FRAIL PATIENTS, POSSIBLY BEFORE THE APPEARANCE OF CLINICAL SYMPTOMS, AS WELL AS PATIENTS AT RISK FOR AGE-ASSOCIATED DISEASES. AN OVERVIEW OF SELECTED BIOMARKERS WILL BE DISCUSSED IN THIS REGARD, IN PARTICULAR WE WILL FOCUS ON BIOMARKERS RELATED TO METABOLIC STRESS RESPONSE, INFLAMMATION, AND CELL DEATH (IN PARTICULAR IN NEURODEGENERATION), ALL PHENOMENA CONNECTED TO INFLAMMAGING (CHRONIC, LOW-GRADE, AGE-ASSOCIATED INFLAMMATION). IN THE SECOND PART OF THE REVIEW, NEXT-GENERATION MARKERS SUCH AS EXTRACELLULAR VESICLES AND THEIR CARGOS, EPIGENETIC MARKERS AND GUT MICROBIOTA COMPOSITION, WILL BE DISCUSSED. SINCE RECENT PROGRESSES IN OMICS TECHNIQUES HAVE ALLOWED AN EXPONENTIAL INCREASE IN THE PRODUCTION OF LABORATORY DATA ALSO IN THE FIELD OF BIOMARKERS OF AGE, MAKING IT DIFFICULT TO EXTRACT BIOLOGICAL MEANING FROM THE HUGE MASS OF AVAILABLE DATA, ARTIFICIAL INTELLIGENCE (AI) APPROACHES WILL BE DISCUSSED AS AN INCREASINGLY IMPORTANT STRATEGY FOR EXTRACTING KNOWLEDGE FROM RAW DATA AND PROVIDING PRACTITIONERS WITH ACTIONABLE INFORMATION TO TREAT PATIENTS. 2023 18 2150 34 EPIGENETIC MEASURES OF AGEING PREDICT THE PREVALENCE AND INCIDENCE OF LEADING CAUSES OF DEATH AND DISEASE BURDEN. BACKGROUND: INDIVIDUALS OF THE SAME CHRONOLOGICAL AGE DISPLAY DIFFERENT RATES OF BIOLOGICAL AGEING. A NUMBER OF MEASURES OF BIOLOGICAL AGE HAVE BEEN PROPOSED WHICH HARNESS AGE-RELATED CHANGES IN DNA METHYLATION PROFILES. THESE MEASURES INCLUDE FIVE 'EPIGENETIC CLOCKS' WHICH PROVIDE AN INDEX OF HOW MUCH AN INDIVIDUAL'S BIOLOGICAL AGE DIFFERS FROM THEIR CHRONOLOGICAL AGE AT THE TIME OF MEASUREMENT. THE FIVE CLOCKS ENCOMPASS METHYLATION-BASED PREDICTORS OF CHRONOLOGICAL AGE (HORVATHAGE, HANNUMAGE), ALL-CAUSE MORTALITY (DNAM PHENOAGE, DNAM GRIMAGE) AND TELOMERE LENGTH (DNAM TELOMERE LENGTH). A SIXTH EPIGENETIC MEASURE OF AGEING DIFFERS FROM THESE CLOCKS IN THAT IT ACTS AS A SPEEDOMETER PROVIDING A SINGLE TIME-POINT MEASUREMENT OF THE PACE OF AN INDIVIDUAL'S BIOLOGICAL AGEING. THIS MEASURE OF AGEING IS TERMED DUNEDINPOAM. IN THIS STUDY, WE TEST THE ASSOCIATION BETWEEN THESE SIX EPIGENETIC MEASURES OF AGEING AND THE PREVALENCE AND INCIDENCE OF THE LEADING CAUSES OF DISEASE BURDEN AND MORTALITY IN HIGH-INCOME COUNTRIES (N 65 WITH CURRENT SMOKING STATUS AND CUMULATIVE SMOKING >20 PACK-YEARS, HAD ABSOLUTE 10-YEAR RISKS VARYING FROM 4% TO 16% BY AHRR(CG05575921) METHYLATION. CONCLUSION: A SIMPLE RISK CHART INCLUDING AGE, SEX, EDUCATION, SMOKING STATUS, CUMULATIVE SMOKING, AND AHRR(CG05575921) METHYLATION, IDENTIFIES INDIVIDUALS WITH 10-YEAR LUNG CANCER RISK FROM BELOW 1% TO 16%. INCLUDING AHRR(CG05575921) METHYLATION IN THE ELIGIBILITY CRITERIA FOR SCREENING IDENTIFIES SMOKERS WHO WOULD BENEFIT THE MOST FROM SCREENING. 2023