1  173 113 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
2 5395  41 REDUCED EPIGENETIC AGE IN OLDER ADULTS WITH HIGH SENSE OF PURPOSE IN LIFE. PSYCHOSOCIAL RISK FACTORS HAVE BEEN LINKED WITH ACCELERATED EPIGENETIC AGING, BUT LITTLE IS KNOWN ABOUT WHETHER PSYCHOSOCIAL RESILIENCE FACTORS (EG, SENSE OF PURPOSE IN LIFE) MIGHT REDUCE EPIGENETIC AGE ACCELERATION. IN THIS STUDY, WE TESTED IF OLDER ADULTS WHO EXPERIENCE HIGH LEVELS OF PURPOSE MIGHT SHOW REDUCED EPIGENETIC AGE ACCELERATION. WE EVALUATED THE RELATIONSHIP BETWEEN PURPOSE AND EPIGENETIC AGE ACCELERATION AS MEASURED BY 13 DNA METHYLATION (DNAM) "EPIGENETIC CLOCKS" ASSESSED IN 1 572 OLDER ADULTS FROM THE HEALTH AND RETIREMENT STUDY (MEAN AGE 70 YEARS). WE QUANTIFIED THE TOTAL ASSOCIATION BETWEEN PURPOSE AND DNAM AGE ACCELERATION AS WELL AS THE EXTENT TO WHICH THAT TOTAL ASSOCIATION MIGHT BE ATTRIBUTABLE TO DEMOGRAPHIC FACTORS, CHRONIC DISEASE, OTHER PSYCHOSOCIAL VARIABLES (EG, POSITIVE AFFECT), AND HEALTH-RELATED BEHAVIORS (HEAVY DRINKING, SMOKING, PHYSICAL ACTIVITY, AND BODY MASS INDEX [BMI]). PURPOSE IN LIFE WAS ASSOCIATED WITH REDUCED EPIGENETIC AGE ACCELERATION ACROSS 4 "SECOND-GENERATION" DNAM CLOCKS OPTIMIZED FOR PREDICTING HEALTH AND LONGEVITY (FALSE DISCOVERY RATE [FDR] Q < 0.0001: PHENOAGE, GRIMAGE, ZHANG EPIGENETIC MORTALITY INDEX; FDR Q < 0.05: DUNEDINPOAM). THESE ASSOCIATIONS WERE INDEPENDENT OF DEMOGRAPHIC AND PSYCHOSOCIAL FACTORS, BUT SUBSTANTIALLY ATTENUATED AFTER ADJUSTING FOR HEALTH-RELATED BEHAVIORS (DRINKING, SMOKING, PHYSICAL ACTIVITY, AND BMI). PURPOSE SHOWED NO SIGNIFICANT ASSOCIATION WITH 9 "FIRST-GENERATION" DNAM EPIGENETIC CLOCKS TRAINED ON CHRONOLOGICAL AGE. OLDER ADULTS WITH GREATER PURPOSE IN LIFE SHOW "YOUNGER" DNAM EPIGENETIC AGE ACCELERATION. THESE RESULTS MAY BE DUE IN PART TO ASSOCIATED DIFFERENCES IN HEALTH-RELATED BEHAVIORS. RESULTS SUGGEST NEW OPPORTUNITIES TO REDUCE BIOLOGICAL AGE ACCELERATION BY ENHANCING PURPOSE AND ITS BEHAVIORAL SEQUELAE IN LATE ADULTHOOD.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
3 2734  41 EXPLORING THE RELATIONSHIP BETWEEN DNA METHYLATION AGE MEASURES AND PSYCHONEUROLOGICAL SYMPTOMS IN WOMEN WITH EARLY-STAGE BREAST CANCER. PURPOSE: THE EPIGENETIC CLOCK HAS BEEN ACKNOWLEDGED AS AN INDICATOR FOR MOLECULAR AGING, BUT FEW STUDIES HAVE EXAMINED POSSIBLE ASSOCIATIONS OF DNA METHYLATION (DNAM) AGE OR AGE ACCELERATION (AA) WITH SYMPTOM BURDEN IN INDIVIDUALS WHO ARE TREATED FOR CANCER. THIS STUDY EXPLORED THE ASSOCIATION OF DNAM AGE OR AA WITH PSYCHONEUROLOGICAL (PN) SYMPTOMS, INCLUDING COGNITIVE IMPAIRMENT, FATIGUE, SLEEP DISTURBANCES, PAIN, AND DEPRESSIVE SYMPTOMS, IN BREAST CANCER SURVIVORS OVER A 2-YEAR PERIOD. METHODS: WE MEASURED PN SYMPTOMS USING RELIABLE INSTRUMENTS AND DNAM LEVELS BY INFINIUM HUMANMETHYLATION450K BEADCHIP (N = 72). DNAM AGE WAS CALCULATED BY THE HORVATH, GRIM, AND HANNUM-BASED INTRINSIC AND EXTRINSIC AGE ESTIMATIONS. AA WAS DEFINED BY THE RESIDUAL REGRESSING ESTIMATED EPIGENETIC AGE ON CHRONOLOGICAL AGE. MIXED REGRESSION MODELS WERE FITTED FOR AA AND CHANGES IN AA TO STUDY THE ASSOCIATION OVER TIME. SEPARATE LINEAR REGRESSION MODELS AND A MIXED-EFFECTS MODEL WERE FITTED FOR AA AT EACH TIME POINT. RESULTS: HORVATH-AA, GRIM-AA, AND EXTRINSIC EPIGENETIC AA WERE SIGNIFICANTLY CHANGED OVER TIME, WHILE INTRINSIC EPIGENETIC AA DID NOT EXHIBIT ANY TEMPORAL CHANGES. INCREASED AA WAS ASSOCIATED WITH GREATER ANXIETY AND FATIGUE, AS WELL AS WORSE COGNITIVE MEMORY, ADJUSTING FOR RACE, BMI, INCOME, CHEMOTHERAPY, RADIATION THERAPY, AND CHRONOLOGICAL AGE. INCREASED DNAM AGE WAS ASSOCIATED WITH GREATER ANXIETY OVER 2 YEARS. CONCLUSION: OUR FINDINGS SUGGEST DNAM AGE AND AA MAY BE ASSOCIATED WITH PN SYMPTOMS OVER THE COURSE OF CANCER TREATMENT AND SURVIVORSHIP. SOME PN SYMPTOMS MAY BE AMENABLE TO PREVENTIVE INTERVENTIONS TARGETED TO EPIGENETIC CLOCKS THAT INFLUENCE AGING-ASSOCIATED PROCESSES.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
4 1780  35 EDUCATION AND LIFESTYLE FACTORS ARE ASSOCIATED WITH DNA METHYLATION CLOCKS IN OLDER AFRICAN AMERICANS. DNA METHYLATION (DNAM) CLOCKS ARE IMPORTANT BIOMARKERS OF CELLULAR AGING AND ARE ASSOCIATED WITH A VARIETY OF AGE-RELATED CHRONIC DISEASES AND ALL-CAUSE MORTALITY. EXAMINING THE RELATIONSHIP BETWEEN EDUCATION AND LIFESTYLE RISK FACTORS FOR AGE-RELATED DISEASES AND MULTIPLE DNAM CLOCKS CAN INCREASE THE UNDERSTANDING OF HOW RISK FACTORS CONTRIBUTE TO AGING AT THE CELLULAR LEVEL. THIS STUDY EXPLORED THE ASSOCIATION BETWEEN EDUCATION OR LIFESTYLE RISK FACTORS FOR AGE-RELATED DISEASES AND THE ACCELERATION OF FOUR DNAM CLOCKS, INCLUDING INTRINSIC (IEAA) AND EXTRINSIC EPIGENETIC AGE ACCELERATION (EEAA), PHENOAGE ACCELERATION (PHENOAA), AND GRIMAGE ACCELERATION (GRIMAA) IN THE AFRICAN AMERICAN PARTICIPANTS OF THE GENETIC EPIDEMIOLOGY NETWORK OF ARTERIOPATHY. WE PERFORMED BOTH CROSS-SECTIONAL AND LONGITUDINAL ANALYSES. IN CROSS-SECTIONAL ANALYSES, GENDER, EDUCATION, BMI, SMOKING, AND ALCOHOL CONSUMPTION WERE ALL INDEPENDENTLY ASSOCIATED WITH GRIMAA, WHEREAS ONLY SOME OF THEM WERE ASSOCIATED WITH OTHER CLOCKS. THE EFFECT OF SMOKING AND EDUCATION ON GRIMAA VARIED BY GENDER. LONGITUDINAL ANALYSES SUGGEST THAT AGE AND BMI CONTINUED TO INCREASE GRIMAA, AND THAT AGE AND CURRENT SMOKING CONTINUED TO INCREASE PHENOAA AFTER CONTROLLING DNAM CLOCKS AT BASELINE. IN CONCLUSION, EDUCATION AND COMMON LIFESTYLE RISK FACTORS WERE ASSOCIATED WITH MULTIPLE DNAM CLOCKS. HOWEVER, THE ASSOCIATION WITH EACH RISK FACTOR VARIED BY CLOCK, WHICH SUGGESTS THAT DIFFERENT CLOCKS MAY CAPTURE ADVERSE EFFECTS FROM DIFFERENT ENVIRONMENTAL STIMULI.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
5 2485  35 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
6 2147  47 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
7 4502  45 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
8 1955  46 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
9 6027  36 THE BLOOD DNA METHYLATION CLOCK GRIMAGE IS A ROBUST SURROGATE FOR AIRWAY EPITHELIA AGING. ONE KEY FEATURE OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) IS THAT ITS PREVALENCE INCREASES EXPONENTIALLY WITH AGE. DNA METHYLATION CLOCKS HAVE BECOME POWERFUL BIOMARKERS TO DETECT ACCELERATED AGING IN A VARIETY OF DISEASES AND CAN HELP PROGNOSE OUTCOMES IN SEVERE COPD. THIS STUDY INVESTIGATED WHICH DNA METHYLATION CLOCK COULD BEST REFLECT AIRWAY EPIGENETIC AGE WHEN USED IN MORE ACCESSIBLE BLOOD SAMPLES. OUR ANALYSES SHOWED THAT OUT OF SIX DNA METHYLATION CLOCKS INVESTIGATED, DNAMGRIMAGE DEMONSTRATED THE STRONGEST CORRELATION AND THE SMALLEST DIFFERENCE BETWEEN THE AIRWAY EPITHELIUM AND BLOOD. OUR FINDINGS SUGGESTS THAT BLOOD DNAMGRIMAGE ACCURATELY REFLECTS AIRWAY EPIGENETIC AGE OF INDIVIDUALS AND THAT ITS ELEVATION IS HIGHLY ASSOCIATED WITH COPD.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
10 2150  41 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 </= 9537, GENERATION SCOTLAND: SCOTTISH FAMILY HEALTH STUDY). RESULTS: DNAM GRIMAGE PREDICTED INCIDENCE OF CLINICALLY DIAGNOSED CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD), TYPE 2 DIABETES AND ISCHEMIC HEART DISEASE AFTER 13 YEARS OF FOLLOW-UP (HAZARD RATIOS = 2.22, 1.52 AND 1.41, RESPECTIVELY). DUNEDINPOAM PREDICTED THE INCIDENCE OF COPD AND LUNG CANCER (HAZARD RATIOS = 2.02 AND 1.45, RESPECTIVELY). DNAM PHENOAGE PREDICTED INCIDENCE OF TYPE 2 DIABETES (HAZARD RATIO = 1.54). DNAM TELOMERE LENGTH ASSOCIATED WITH THE INCIDENCE OF ISCHEMIC HEART DISEASE (HAZARD RATIO = 0.80). DNAM GRIMAGE ASSOCIATED WITH ALL-CAUSE MORTALITY, THE PREVALENCE OF COPD AND SPIROMETRY MEASURES AT THE STUDY BASELINE. THESE ASSOCIATIONS WERE PRESENT AFTER ADJUSTING FOR POSSIBLE CONFOUNDING RISK FACTORS INCLUDING ALCOHOL CONSUMPTION, BODY MASS INDEX, DEPRIVATION, EDUCATION AND TOBACCO SMOKING AND SURPASSED STRINGENT BONFERRONI-CORRECTED SIGNIFICANCE THRESHOLDS. CONCLUSIONS: OUR DATA SUGGEST THAT EPIGENETIC MEASURES OF AGEING MAY HAVE UTILITY IN CLINICAL SETTINGS TO COMPLEMENT GOLD-STANDARD METHODS FOR DISEASE ASSESSMENT AND MANAGEMENT.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                        
11 1957  32 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
12 5957  33 TELOMERE LENGTH AND EPIGENETIC AGE ACCELERATION IN ADOLESCENTS WITH ANXIETY DISORDERS. EVIDENCE ON THE RELATIONSHIP BETWEEN GENETICS AND MENTAL HEALTH ARE FLOURISHING. HOWEVER, FEW STUDIES ARE EVALUATING EARLY BIOMARKERS THAT MIGHT LINK GENES, ENVIRONMENT, AND PSYCHOPATHOLOGY. WE AIMED TO STUDY TELOMERE LENGTH (TL) AND EPIGENETIC AGE ACCELERATION (AA) IN A COHORT OF ADOLESCENTS WITH AND WITHOUT ANXIETY DISORDERS (N = 234). WE EVALUATED A REPRESENTATIVE SUBSAMPLE OF PARTICIPANTS AT BASELINE AND AFTER 5 YEARS (N = 76) AND CATEGORIZED THEM ACCORDING TO THEIR ANXIETY DISORDER DIAGNOSIS AT BOTH TIME POINTS: (1) CONTROL GROUP (NO ANXIETY DISORDER, N = 18), (2) VARIABLE GROUP (ANXIETY DISORDER IN ONE EVALUATION, N = 38), AND (3) PERSISTENT GROUP (ANXIETY DISORDER AT BOTH TIME POINTS, N = 20). WE ASSESSED RELATIVE MEAN TL BY REAL-TIME QUANTITATIVE PCR AND DNA METHYLATION BY INFINIUM HUMANMETHYLATION450 BEADCHIP. WE CALCULATED AA USING THE HORVATH AGE ESTIMATION ALGORITHM AND ANALYZED DIFFERENCES AMONG GROUPS USING GENERALIZED LINEAR MIXED MODELS. THE PERSISTENT GROUP OF ANXIETY DISORDER DID NOT CHANGE TL OVER TIME (P = 0.495). THE VARIABLE GROUP HAD HIGHER BASELINE TL (P = 0.003) BUT NO ACCELERATED TL EROSION IN COMPARISON TO THE NON-ANXIETY CONTROL GROUP (P = 0.053). FURTHERMORE, THERE WERE NO DIFFERENCES IN AA AMONG GROUPS OVER TIME. OUR FINDINGS SUGGEST THAT ADOLESCENTS WITH CHRONIC ANXIETY DID NOT CHANGE TELOMERE LENGTH OVER TIME, WHICH COULD BE RELATED TO A DELAY IN NEURONAL DEVELOPMENT IN THIS PERIOD OF LIFE.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
13 5746  37 SMOKING-RELATED DNA METHYLATION IS ASSOCIATED WITH DNA METHYLATION PHENOTYPIC AGE ACCELERATION: THE VETERANS AFFAIRS NORMATIVE AGING STUDY. DNA METHYLATION MAY PLAY A CRITICAL ROLE IN AGING AND AGE-RELATED DISEASES. DNA METHYLATION PHENOTYPIC AGE (DNAMPHENOAGE) IS A NEW AGING BIOMARKER AND PREDICTOR OF CHRONIC DISEASE RISK. WHILE SMOKING IS A STRONG RISK FACTOR FOR CHRONIC DISEASES AND INFLUENCES METHYLATION, ITS INFLUENCE ON DNAMPHENOAGE IS UNKNOWN. WE INVESTIGATED ASSOCIATIONS OF SELF-REPORTED AND EPIGENETIC SMOKING INDICATORS WITH DNAMPHENOAGE ACCELERATION IN A LONGITUDINAL AGING STUDY IN EASTERN MASSACHUSETTS. DNA METHYLATION WAS MEASURED IN WHOLE BLOOD SAMPLES FROM MULTIPLE VISITS FOR 692 MALE PARTICIPANTS IN THE VETERANS AFFAIRS NORMATIVE AGING STUDY DURING 1999-2013. ACCELERATION WAS DEFINED USING RESIDUALS FROM LINEAR REGRESSION OF THE DNAMPHENOAGE ON THE CHRONOLOGICAL AGE. CUMULATIVE SMOKING (PACK-YEARS) WAS SIGNIFICANTLY ASSOCIATED WITH DNAMPHENOAGE ACCELERATION, WHEREAS SELF-REPORTED SMOKING STATUS WAS NOT. WE OBSERVED SIGNIFICANT VALIDATED ASSOCIATIONS BETWEEN SMOKING-RELATED LOCI AND DNAMPHENOAGE ACCELERATION FOR 52 CPG SITES, WHERE 18 WERE HYPOMETHYLATED AND 34 WERE HYPERMETHYLATED, MAPPED TO 16 GENES. THE AHRR GENE HAD THE MOST LOCI (N = 8) AMONG THE 16 GENES. WE GENERATED A SMOKING AGING INDEX BASED ON THESE 52 LOCI, WHICH SHOWED POSITIVE SIGNIFICANT ASSOCIATIONS WITH DNAMPHENOAGE ACCELERATION. THESE EPIGENETIC BIOMARKERS MAY HELP TO PREDICT AGE-RELATED RISKS DRIVEN BY SMOKING.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
14 6508  35 TRAJECTORIES OF INFLAMMATORY BIOMARKERS OVER THE EIGHTH DECADE AND THEIR ASSOCIATIONS WITH IMMUNE CELL PROFILES AND EPIGENETIC AGEING. BACKGROUND: EPIGENETIC AGE ACCELERATION (AN OLDER METHYLATION AGE COMPARED TO CHRONOLOGICAL AGE) CORRELATES STRONGLY WITH VARIOUS AGE-RELATED MORBIDITIES AND MORTALITY. CHRONIC SYSTEMIC INFLAMMATION IS THOUGHT TO BE A HALLMARK OF AGEING, BUT THE RELATIONSHIP BETWEEN AN INCREASED EPIGENETIC AGE AND THIS LIKELY KEY PHENOTYPE OF AGEING HAS NOT YET BEEN EXTENSIVELY INVESTIGATED. METHODS: WE MODELLED THE TRAJECTORIES OF THE INFLAMMATORY BIOMARKERS C-REACTIVE PROTEIN (CRP; MEASURED USING BOTH A HIGH- AND LOW-SENSITIVITY ASSAY) AND INTERLEUKIN-6 (IL-6) OVER THE EIGHTH DECADE IN THE LOTHIAN BIRTH COHORT 1936. USING LINEAR MIXED MODELS, WE INVESTIGATED THE ASSOCIATION BETWEEN CRP AND IMMUNE CELL PROFILES IMPUTED FROM THE METHYLATION DATA AND EXAMINED THE CROSS-SECTIONAL AND LONGITUDINAL ASSOCIATION BETWEEN THE INFLAMMATORY BIOMARKERS AND TWO MEASURES OF EPIGENETIC AGE ACCELERATION, DERIVED FROM THE HORVATH AND HANNUM EPIGENETIC CLOCKS. RESULTS: WE FOUND THAT LOW-SENSITIVITY CRP DECLINED, HIGH-SENSITIVITY CRP DID NOT CHANGE, AND IL-6 INCREASED OVER TIME WITHIN THE COHORT. CRP LEVELS INVERSELY ASSOCIATED WITH CD8+T CELLS AND CD4+T CELLS AND POSITIVELY ASSOCIATED WITH SENESCENT CD8+T CELLS, PLASMABLASTS AND GRANULOCYTES. CROSS-SECTIONALLY, THE HANNUM, BUT NOT THE HORVATH, MEASURE OF AGE ACCELERATION WAS POSITIVELY ASSOCIATED WITH EACH OF THE INFLAMMATORY BIOMARKERS, INCLUDING A RESTRICTED MEASURE OF CRP (</= 10 MG/L) LIKELY REFLECTING LEVELS RELEVANT TO CHRONIC INFLAMMATION. CONCLUSIONS: WE FOUND A DIVERGENT RELATIONSHIP BETWEEN INFLAMMATION AND IMMUNE SYSTEM PARAMETERS IN OLDER AGE. WE ADDITIONALLY REPORT THE HANNUM MEASURE OF EPIGENETIC AGE ACCELERATION ASSOCIATED WITH AN ELEVATED INFLAMMATORY PROFILE CROSS-SECTIONALLY, BUT NOT LONGITUDINALLY.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
15 1497  39 DNA METHYLATION AGE IS ACCELERATED IN ALCOHOL DEPENDENCE. ALCOHOL DEPENDENCE (ALC) IS A CHRONIC, RELAPSING DISORDER THAT INCREASES THE BURDEN OF CHRONIC DISEASE AND SIGNIFICANTLY CONTRIBUTES TO NUMEROUS PREMATURE DEATHS EACH YEAR. PREVIOUS RESEARCH SUGGESTS THAT CHRONIC, HEAVY ALCOHOL CONSUMPTION IS ASSOCIATED WITH DIFFERENTIAL DNA METHYLATION PATTERNS. IN ADDITION, DNA METHYLATION LEVELS AT CERTAIN CPG SITES HAVE BEEN CORRELATED WITH AGE. WE USED AN EPIGENETIC CLOCK TO INVESTIGATE THE POTENTIAL ROLE OF EXCESSIVE ALCOHOL CONSUMPTION IN EPIGENETIC AGING. WE EXPLORED THIS QUESTION IN FIVE INDEPENDENT COHORTS, INCLUDING DNA METHYLATION DATA DERIVED FROM DATASETS FROM BLOOD (N = 129, N = 329), LIVER (N = 92, N = 49), AND POSTMORTEM PREFRONTAL CORTEX (N = 46). ONE BLOOD DATASET AND ONE LIVER TISSUE DATASET OF INDIVIDUALS WITH ALC EXHIBITED POSITIVE AGE ACCELERATION (P < 0.0001 AND P = 0.0069, RESPECTIVELY), WHEREAS THE OTHER BLOOD AND LIVER TISSUE DATASETS BOTH EXHIBITED TRENDS OF POSITIVE AGE ACCELERATION THAT WERE NOT SIGNIFICANT (P = 0.83 AND P = 0.57, RESPECTIVELY). PREFRONTAL CORTEX TISSUE EXHIBITED A TREND OF NEGATIVE AGE ACCELERATION (P = 0.19). THESE RESULTS SUGGEST THAT EXCESSIVE ALCOHOL CONSUMPTION MAY BE ASSOCIATED WITH EPIGENETIC AGING IN A TISSUE-SPECIFIC MANNER AND WARRANTS FURTHER INVESTIGATION USING MULTIPLE TISSUE SAMPLES FROM THE SAME INDIVIDUALS.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
16 2044  51 EPIGENETIC CLOCK ANALYSIS OF BLOOD SAMPLES IN DRUG-NAIVE FIRST-EPISODE SCHIZOPHRENIA PATIENTS. BACKGROUND: SCHIZOPHRENIA (SCZ) IS A SEVERE AND CHRONIC PSYCHIATRIC DISORDER WITH PREMATURE AGE-RELATED PHYSIOLOGICAL CHANGES. HOWEVER, NUMEROUS PREVIOUS STUDIES EXAMINED THE EPIGENETIC AGE ACCELERATION IN SCZ PATIENTS AND YIELDED INCONCLUSIVE RESULTS. IN THIS STUDY, WE PROPOSE TO EXPLORE THE EPIGENETIC AGE ACCELERATION IN DRUG-NAIVE FIRST-EPISODE SCZ (FSCZ) PATIENTS AND INVESTIGATE WHETHER EPIGENETIC AGE ACCELERATION IS ASSOCIATED WITH ANTIPSYCHOTIC TREATMENT, PSYCHOTIC SYMPTOMS, COGNITION, AND SUBCORTICAL VOLUMES. METHODS: WE ASSESSED THE EPIGENETIC AGE IN 38 DRUG-NAIVE FSCZ PATIENTS AND 38 HEALTHY CONTROLS BY USING THREE INDEPENDENT CLOCKS, INCLUDING HORVATH, HANNUM AND LEVINE ALGORITHMS. THE EPIGENETIC AGE MEASUREMENTS IN SCZ PATIENTS WERE REPEATED AFTER RECEIVING 8 WEEKS RISPERIDONE MONOTHERAPY. RESULTS: OUR FINDINGS SHOWED SIGNIFICANTLY POSITIVE CORRELATIONS BETWEEN EPIGENETIC AGES ASSESSED BY THREE CLOCKS AND CHRONOLOGICAL AGE IN BOTH FSCZ PATIENTS AND HEALTHY CONTROLS. COMPARED WITH HEALTHY CONTROLS, DRUG-NAIVE FSCZ PATIENTS HAVE A SIGNIFICANT EPIGENETIC AGE DECELERATION IN HORVATH CLOCK (P = 0.01), BUT NOT IN HANNUM CLOCK (P = 0.07) AND LEVINE CLOCK (P = 0.43). THE EPIGENETIC AGES OF HANNUM CLOCK (P = 0.002) AND LEVINE CLOCK (P = 0.01) WERE SIGNIFICANTLY ACCELERATED IN SCZ PATIENTS AFTER 8-WEEK RISPERIDONE TREATMENT. HOWEVER, NO SIGNIFICANT ASSOCIATIONS BETWEEN EPIGENETIC AGE ACCELERATION AND PSYCHOTIC SYMPTOMS, COGNITIVE FUNCTION, AS WELL AS SUBCORTICAL VOLUMES WERE OBSERVED IN FSCZ PATIENTS. CONCLUSION: THESE RESULTS DEMONSTRATE THAT DISTINCT EPIGENETIC CLOCKS ARE SENSITIVE TO DIFFERENT ASPECTS OF AGING PROCESS. FURTHER INVESTIGATIONS WITH COMPREHENSIVE EPIGENETIC CLOCK ANALYSES AND LARGE SAMPLES ARE REQUIRED TO CONFIRM OUR FINDINGS.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
17  404  50 ANALYSIS OF EPIGENETIC AGE PREDICTORS IN PAIN-RELATED CONDITIONS. CHRONIC PAIN PREVALENCE IS HIGH WORLDWIDE AND INCREASES AT OLDER AGES. SIGNS OF PREMATURE AGING HAVE BEEN ASSOCIATED WITH CHRONIC PAIN, BUT FEW STUDIES HAVE INVESTIGATED AGING BIOMARKERS IN PAIN-RELATED CONDITIONS. A SET OF DNA METHYLATION (DNAM)-BASED ESTIMATES OF AGE, CALLED "EPIGENETIC CLOCKS," HAS BEEN PROPOSED AS BIOLOGICAL MEASURES OF AGE-RELATED ADVERSE PROCESSES, MORBIDITY, AND MORTALITY. THE AIM OF THIS STUDY IS TO ASSESS IF DIFFERENT PAIN-RELATED PHENOTYPES SHOW ALTERATIONS IN DNAM AGE. IN OUR ANALYSIS, WE CONSIDERED THREE COHORTS FOR WHICH WHOLE-BLOOD DNAM DATA WERE AVAILABLE: HEAT PAIN SENSITIVITY (HPS), INCLUDING 20 MONOZYGOTIC TWIN PAIRS DISCORDANT FOR HEAT PAIN TEMPERATURE THRESHOLD; FIBROMYALGIA (FM), INCLUDING 24 CASES AND 20 CONTROLS; AND HEADACHE, INCLUDING 22 CHRONIC MIGRAINE AND MEDICATION OVERUSE HEADACHE PATIENTS (MOH), 18 EPISODIC MIGRAINEURS (EM), AND 13 HEALTHY SUBJECTS. WE USED THE HORVATH'S EPIGENETIC AGE CALCULATOR TO OBTAIN DNAM-BASED ESTIMATES OF EPIGENETIC AGE, TELOMERE LENGTH, LEVELS OF 7 PROTEINS IN PLASMA, NUMBER OF SMOKED PACKS OF CIGARETTES PER YEAR, AND BLOOD CELL COUNTS. WE DID NOT FIND DIFFERENCES IN EPIGENETIC AGE ACCELERATION, CALCULATED USING FIVE DIFFERENT EPIGENETIC CLOCKS, BETWEEN SUBJECTS DISCORDANT FOR PAIN-RELATED PHENOTYPES. TWINS WITH HIGH HPS HAD INCREASED CD8+ T CELL COUNTS (NOMINAL P = 0.028). HPS THRESHOLDS WERE NEGATIVELY ASSOCIATED WITH ESTIMATED LEVELS OF GDF15 (NOMINAL P = 0.008). FM PATIENTS SHOWED DECREASED NAIVE CD4+ T CELL COUNTS COMPARED WITH CONTROLS (NOMINAL P = 0.015). THE SEVERITY OF FM MANIFESTATIONS EXPRESSED THROUGH VARIOUS EVALUATION TESTS WAS ASSOCIATED WITH DECREASED LEVELS OF LEPTIN, SHORTER LENGTH OF TELOMERES, AND REDUCED CD8+ T AND NATURAL KILLER CELL COUNTS (NOMINAL P < 0.05), WHILE THE DURATION OF PAINFUL SYMPTOMS WAS POSITIVELY ASSOCIATED WITH TELOMERE LENGTH (NOMINAL P = 0.034). NO DIFFERENCES IN DNAM-BASED ESTIMATES WERE DETECTED FOR MOH OR EM COMPARED WITH CONTROLS. IN SUMMARY, OUR STUDY SUGGESTS THAT HPS, FM, AND MOH/EM DO NOT SHOW SIGNS OF EPIGENETIC AGE ACCELERATION IN WHOLE BLOOD, WHILE HPS AND FM ARE ASSOCIATED WITH DNAM-BASED ESTIMATES OF IMMUNOLOGICAL PARAMETERS, PLASMA PROTEINS, AND TELOMERE LENGTH. FUTURE STUDIES SHOULD EXTEND THESE OBSERVATIONS IN LARGER COHORTS.	2020	
                                                                                                                                                                                                                                                                                                                             
18 1625  49 DNAM-BASED SIGNATURES OF ACCELERATED AGING AND MORTALITY IN BLOOD ARE ASSOCIATED WITH LOW RENAL FUNCTION. BACKGROUND: THE DIFFERENCE BETWEEN AN INDIVIDUAL'S CHRONOLOGICAL AND DNA METHYLATION PREDICTED AGE (DNAMAGE), TERMED DNAMAGE ACCELERATION (DNAMAA), CAN CAPTURE LIFE-LONG ENVIRONMENTAL EXPOSURES AND AGE-RELATED PHYSIOLOGICAL CHANGES REFLECTED IN METHYLATION STATUS. SEVERAL STUDIES HAVE LINKED DNAMAA TO MORBIDITY AND MORTALITY, YET ITS RELATIONSHIP WITH KIDNEY FUNCTION HAS NOT BEEN ASSESSED. WE EVALUATED THE ASSOCIATIONS BETWEEN SEVEN DNAM AGING AND LIFESPAN PREDICTORS (AS WELL AS GRIMAGE COMPONENTS) AND FIVE KIDNEY TRAITS (ESTIMATED GLOMERULAR FILTRATION RATE [EGFR], URINE ALBUMIN-TO-CREATININE RATIO [UACR], SERUM URATE, MICROALBUMINURIA AND CHRONIC KIDNEY DISEASE [CKD]) IN UP TO 9688 EUROPEAN, AFRICAN AMERICAN AND HISPANIC/LATINO INDIVIDUALS FROM SEVEN POPULATION-BASED STUDIES. RESULTS: WE IDENTIFIED 23 SIGNIFICANT ASSOCIATIONS IN OUR LARGE TRANS-ETHNIC META-ANALYSIS (P < 1.43E-03 AND CONSISTENT DIRECTION OF EFFECT ACROSS STUDIES). AGE ACCELERATION MEASURED BY THE EXTRINSIC AND PHENOAGE ESTIMATORS, AS WELL AS ZHANG'S 10-CPG EPIGENETIC MORTALITY RISK SCORE (MRS), WERE ASSOCIATED WITH ALL PARAMETERS OF POOR KIDNEY HEALTH (LOWER EGFR, PREVALENT CKD, HIGHER UACR, MICROALBUMINURIA AND HIGHER SERUM URATE). SIX OF THESE ASSOCIATIONS WERE INDEPENDENTLY OBSERVED IN EUROPEAN AND AFRICAN AMERICAN POPULATIONS. MRS IN PARTICULAR WAS CONSISTENTLY ASSOCIATED WITH EGFR (BETA = - 0.12, 95% CI = [- 0.16, - 0.08] CHANGE IN LOG-TRANSFORMED EGFR PER UNIT INCREASE IN MRS, P = 4.39E-08), PREVALENT CKD (ODDS RATIO (OR) = 1.78 [1.47, 2.16], P = 2.71E-09) AND HIGHER SERUM URATE LEVELS (BETA = 0.12 [0.07, 0.16], P = 2.08E-06). THE "FIRST-GENERATION" CLOCKS (HANNUM, HORVATH) AND GRIMAGE SHOWED DIFFERENT PATTERNS OF ASSOCIATION WITH THE KIDNEY TRAITS. THREE OF THE DNAM-ESTIMATED COMPONENTS OF GRIMAGE, NAMELY ADRENOMEDULLIN, PLASMINOGEN-ACTIVATION INHIBITION 1 AND PACK YEARS, WERE POSITIVELY ASSOCIATED WITH HIGHER UACR, SERUM URATE AND MICROALBUMINURIA. CONCLUSION: DNAMAGE ACCELERATION AND DNAM MORTALITY PREDICTORS ESTIMATED IN WHOLE BLOOD WERE ASSOCIATED WITH MULTIPLE KIDNEY TRAITS, INCLUDING EGFR AND CKD, IN THIS MULTI-ETHNIC STUDY. EPIGENETIC BIOMARKERS WHICH REFLECT THE SYSTEMIC EFFECTS OF AGE-RELATED MECHANISMS SUCH AS IMMUNOSENESCENCE, INFLAMMAGING AND OXIDATIVE STRESS MAY HAVE IMPORTANT MECHANISTIC OR PROGNOSTIC ROLES IN KIDNEY DISEASE. OUR STUDY HIGHLIGHTS NEW FINDINGS LINKING KIDNEY DISEASE TO BIOLOGICAL AGING, AND OPPORTUNITIES WARRANTING FUTURE INVESTIGATION INTO DNA METHYLATION BIOMARKERS FOR PROGNOSTIC OR RISK STRATIFICATION IN KIDNEY DISEASE.	2021	

19 3391  36 HORMETIC ASSOCIATION BETWEEN PERCEIVED STRESS AND HUMAN EPIGENETIC AGING BASED ON RESILIENCE CAPACITY. CHRONIC STRESS IS ASSOCIATED WITH DELETERIOUS HEALTH OUTCOMES AND MORTALITY RISK. A POTENTIAL MECHANISM BY WHICH STRESS AFFECTS HEALTHSPAN AND LIFESPAN IS ACCELERATION OF CELLULAR AGING. BIOLOGIC AGE PREDICTION MODELS, TERMED EPIGENETIC CLOCKS, HAVE BEEN DEVELOPED TO ESTIMATE BIOLOGIC AGE DIFFERENCES AMONG PEOPLE WITH THE SAME CHRONOLOGIC AGE. THIS STUDY EVALUATES THE SIMULTANEOUS IMPACT OF PERCEIVED CHRONIC STRESS AND RESILIENCE ON GRIM AGE ACCELERATION. THE PERCEIVED STRESS SCORE (PSS) AND CONNOR-DAVIDSON RESILIENCE SCALE (CD-RISC) WERE USED TO MEASURE CHRONIC STRESS AND RESILIENCE, RESPECTIVELY. DNA WAS EXTRACTED FROM WHOLE BLOOD AND ANALYZED USING THE METHYLATIONEPIC BEADCHIP. GRIMAGE ESTIMATES WERE CALCULATED USING THE METHYLATION AGE CALCULATOR. FORTY-SEVEN BUSINESS EXECUTIVES WERE CATEGORIZED BY LEVELS OF HIGH OR LOW STRESS AND RESILIENCE SCORES. COMPARED TO PARTICIPANTS WITH LOW STRESS AND HIGH RESILIENCE, THOSE WITH LOW STRESS AND LOW RESILIENCE DEMONSTRATED THE STRONGEST ASSOCIATION WITH GRIM AGE ACCELERATION (P = 0.044), AFTER CONTROLLING FOR AGE AND ESTIMATED CELLULAR PROPORTIONS. INTERESTINGLY, AMONG PARTICIPANTS WITH LOW RESILIENCE, THOSE WITH HIGH PERCEIVED STRESS HAD A WEAKER ASSOCIATION WITH GRIM AGE ACCELERATION THAN PARTICIPANTS WITH LOW PERCEIVED STRESS. HOWEVER, AMONG PARTICIPANTS WITH HIGH RESILIENCE, LOW PERCEIVED STRESS HAD A WEAKER ASSOCIATION WITH GRIM AGE ACCELERATION THAN HIGH PERCEIVED STRESS. OUR FINDINGS SUGGEST THAT THE IMPACT OF PERCEIVED STRESS ON EPIGENETIC AGE ACCELERATION MAY DIFFER BASED ON RESILIENCE CAPACITY, WITH A POTENTIAL PARADOXICAL BENEFICIAL EFFECT AMONG THOSE WITH LOW RESILIENCE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
20 5884  28 SYSTEMIC INFLAMMATION AND BIOLOGICAL AGING IN THE HEALTH AND RETIREMENT STUDY. CHRONIC, LOW-LEVEL SYSTEMIC INFLAMMATION ASSOCIATED WITH AGING, OR INFLAMMAGING, IS A RISK FACTOR FOR SEVERAL CHRONIC DISEASES AND MORTALITY. USING DATA FROM THE HEALTH AND RETIREMENT STUDY, WE GENERATED A CONTINUOUS LATENT VARIABLE FOR SYSTEMIC INFLAMMATION FROM SEVEN MEASURED INDICATORS OF INFLAMMATION AND EXAMINED ASSOCIATIONS WITH ANOTHER BIOMARKER OF BIOLOGICAL AGING, DNA METHYLATION AGE ACCELERATION MEASURED BY EPIGENETIC CLOCKS, AND 4-YEAR MORTALITY (N = 3,113). WE FOUND THAT GREATER SYSTEMIC INFLAMMATION WAS POSITIVELY ASSOCIATED WITH DNA METHYLATION AGE ACCELERATION FOR 10 OF THE 13 EPIGENETIC CLOCKS, AFTER ADJUSTMENT FOR SOCIODEMOGRAPHICS AND CHRONIC DISEASE RISK FACTORS. THE LATENT VARIABLE FOR SYSTEMIC INFLAMMATION WAS ASSOCIATED WITH 4-YEAR MORTALITY INDEPENDENT OF DNA METHYLATION AGE ACCELERATION AND WAS A BETTER PREDICTOR OF 4-YEAR MORTALITY THAN ANY OF THE EPIGENETIC CLOCKS EXAMINED, AS WELL AS MORTALITY RISK FACTORS, INCLUDING OBESITY AND MULTIMORBIDITY. INFLAMMAGING AND DNA METHYLATION AGE ACCELERATION MAY REPRESENT DIFFERENT BIOLOGICAL PROCESSES CONTRIBUTING TO MORTALITY RISK. LEVERAGING MULTIPLE MEASURED INFLAMMATION MARKERS TO CAPTURE INFLAMMAGING IS IMPORTANT FOR BIOLOGY OF AGING RESEARCH.	2023