1 3579 179 IMPACT OF PATERNAL EDUCATION ON EPIGENETIC AGEING IN ADOLESCENCE AND MID-ADULTHOOD: A MULTI-COHORT STUDY IN THE USA AND MEXICO. BACKGROUND: BOTH PARENTAL AND NEIGHBOURHOOD SOCIO-ECONOMIC STATUS (SES) ARE LINKED TO POORER HEALTH INDEPENDENTLY OF PERSONAL SES MEASURES, BUT THE BIOLOGICAL MECHANISMS ARE UNCLEAR. OUR OBJECTIVE WAS TO EXAMINE THESE INFLUENCES VIA EPIGENETIC AGE ACCELERATION (EAA)-THE DISCREPANCY BETWEEN CHRONOLOGICAL AND EPIGENETIC AGES. METHODS: WE EXAMINED THREE USA-BASED [CORONARY ARTERY RISK DISEASE IN ADULTS (CARDIA) STUDY, FRAGILE FAMILIES AND CHILD WELLBEING STUDY (FFCWS) AND PROGRAMMING RESEARCH IN OBESITY, GROWTH, ENVIRONMENT AND SOCIAL STRESSORS (PROGRESS)] AND ONE MEXICO-BASED (PROJECT VIVA) COHORT. DNA METHYLATION WAS MEASURED USING ILLUMINA ARRAYS, PERSONAL/PARENTAL SES BY QUESTIONNAIRE AND NEIGHBOURHOOD DISADVANTAGE FROM GEOCODED ADDRESS. IN CARDIA, WE EXAMINED THE MOST STRONGLY ASSOCIATED PERSONAL, PARENTAL AND NEIGHBOURHOOD SES MEASURES WITH EAA (HANNUM'S METHOD) AT STUDY YEARS 15 AND 20 SEPARATELY AND COMBINED USING A GENERALIZED ESTIMATING EQUATION (GEE) AND COMPARED WITH OTHER EAA MEASURES (HORVATH'S EAA, PHENOAGE AND GRIMAGE CALCULATORS, AND DUNEDINPOAM). RESULTS: EAA WAS ASSOCIATED WITH PATERNAL EDUCATION IN CARDIA [GEES: BETASOME COLLEGE = -1.01 YEARS (-1.91, -0.11) AND BETA<HIGH SCHOOL = 1.05 (0.09, 2.01) VS COLLEGE GRADUATES] AND FFCWS [GEES: BETA<HIGH SCHOOL = 0.62 (0.00, 1.24)]. WE FOUND STRONGER ASSOCIATIONS FOR SOME PATERNAL EDUCATION CATEGORIES AMONG WHITE ADULTS (FOR GEE, BETASOME COLLEGE = -1.39 (-2.41, -0.38)], MEN (BETASOME COLLEGE = -1.76 (-3.16, -0.35)] AND WOMEN [BETA<HIGH SCHOOL = 1.77 (0.42, 3.11)]. CONCLUSIONS: THESE FINDINGS SUGGEST THAT EAA CAPTURES EPIGENETIC IMPACTS OF PATERNAL EDUCATION INDEPENDENTLY OF PERSONAL SES LATER IN LIFE. LONGITUDINAL STUDIES SHOULD EXPLORE THESE ASSOCIATIONS AT DIFFERENT LIFE STAGES AND LINK THEM TO HEALTH OUTCOMES. EAA COULD BE A USEFUL BIOMARKER OF SES-ASSOCIATED HEALTH AND PROVIDE IMPORTANT INSIGHT INTO THE PATHOGENESIS AND PREVENTION OF CHRONIC DISEASE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
2 1645  50 DOES THE EPIGENETIC CLOCK GRIMAGE PREDICT MORTALITY INDEPENDENT OF GENETIC INFLUENCES: AN 18 YEAR FOLLOW-UP STUDY IN OLDER FEMALE TWIN PAIRS. BACKGROUND: EPIGENETIC CLOCKS ARE BASED ON DNA METHYLATION (DNAM). IT HAS BEEN SUGGESTED THAT THESE CLOCKS ARE USEABLE MARKERS OF BIOLOGICAL AGING AND PREMATURE MORTALITY. BECAUSE GENETIC FACTORS EXPLAIN VARIATIONS IN BOTH EPIGENETIC AGING AND MORTALITY, THIS ASSOCIATION COULD ALSO BE EXPLAINED BY SHARED GENETIC FACTORS. WE INVESTIGATED THE INFLUENCE OF GENETIC AND LIFESTYLE FACTORS (SMOKING, ALCOHOL CONSUMPTION, PHYSICAL ACTIVITY, CHRONIC DISEASES, BODY MASS INDEX) AND EDUCATION ON THE ASSOCIATION OF ACCELERATED EPIGENETIC AGING WITH MORTALITY USING A LONGITUDINAL TWIN DESIGN. UTILIZING A PUBLICLY AVAILABLE ONLINE TOOL, WE CALCULATED THE EPIGENETIC AGE USING TWO EPIGENETIC CLOCKS, HORVATH DNAMAGE AND DNAM GRIMAGE, IN 413 FINNISH TWIN SISTERS, AGED 63-76 YEARS, AT THE BEGINNING OF THE 18-YEAR MORTALITY FOLLOW-UP. EPIGENETIC AGE ACCELERATION WAS CALCULATED AS THE RESIDUALS FROM A LINEAR REGRESSION MODEL OF EPIGENETIC AGE ESTIMATED ON CHRONOLOGICAL AGE (AA(HORVATH), AA(GRIMAGE), RESPECTIVELY). COX PROPORTIONAL HAZARD MODELS WERE CONDUCTED FOR INDIVIDUALS AND TWIN PAIRS. RESULTS: THE RESULTS OF THE INDIVIDUAL-BASED ANALYSES SHOWED AN INCREASED MORTALITY HAZARD RATIO (HR) OF 1.31 (CI(95): 1.13-1.53) PER ONE STANDARD DEVIATION (SD) INCREASE IN AA(GRIMAGE). THE RESULTS INDICATED NO SIGNIFICANT ASSOCIATIONS OF AA(HORVATH) WITH MORTALITY. PAIRWISE MORTALITY ANALYSES SHOWED AN HR OF 1.50 (CI(95): 1.02-2.20) PER 1 SD INCREASE IN AA(GRIMAGE). HOWEVER, AFTER ADJUSTING FOR SMOKING, THE HR ATTENUATED SUBSTANTIALLY AND WAS STATISTICALLY NON-SIGNIFICANT (1.29; CI(95): 0.84-1.99). SIMILARLY, IN MULTIVARIABLE ADJUSTED MODELS THE HR (1.42-1.49) WAS NON-SIGNIFICANT. IN AA(HORVATH), THE NON-SIGNIFICANT HRS WERE LOWER AMONG MONOZYGOTIC PAIRS IN COMPARISON TO DIZYGOTIC PAIRS, WHILE IN AA(GRIMAGE) THERE WERE NO SYSTEMATIC DIFFERENCES BY ZYGOSITY. FURTHER, THE PAIRWISE ANALYSIS IN QUARTILES SHOWED THAT THE INCREASED WITHIN PAIR DIFFERENCE IN AA(GRIMAGE) WAS ASSOCIATED WITH A HIGHER ALL-CAUSE MORTALITY RISK. CONCLUSIONS: IN CONCLUSION, THE FINDINGS SUGGEST THAT DNAM GRIMAGE IS A STRONG PREDICTOR OF MORTALITY INDEPENDENT OF GENETIC INFLUENCES. SMOKING, WHICH IS KNOWN TO ALTER DNAM LEVELS AND IS BUILT INTO THE DNAM GRIMAGE ALGORITHM, ATTENUATED THE ASSOCIATION BETWEEN EPIGENETIC AGING AND MORTALITY RISK.	2021	
                                                                                                                                                                                                                                                                                                                           
3 4502  44 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
4 3053  42 GENOME-WIDE ASSOCIATION STUDIES IDENTIFY NOVEL GENETIC LOCI FOR EPIGENETIC AGE ACCELERATION AMONG SURVIVORS OF CHILDHOOD CANCER. BACKGROUND: INCREASED EPIGENETIC AGE ACCELERATION (EAA) IN SURVIVORS OF CHILDHOOD CANCER IS ASSOCIATED WITH SPECIFIC TREATMENT EXPOSURES, UNFAVORABLE HEALTH BEHAVIORS, AND PRESENCE OF CERTAIN CHRONIC HEALTH CONDITIONS. TO BETTER UNDERSTAND INTER-INDIVIDUAL VARIABILITY, WE INVESTIGATED THE GENETIC BASIS UNDERLYING EAA. METHODS: GENOME-WIDE ASSOCIATION STUDIES OF EAA BASED ON MULTIPLE EPIGENETIC CLOCKS (HANNUM, HORVATH, PHENOAGE, AND GRIMAGE) WERE PERFORMED. METHYLATIONEPIC BEADCHIP ARRAY AND WHOLE-GENOME SEQUENCING DATA WERE GENERATED WITH BLOOD-DERIVED DNA FROM PARTICIPANTS IN THE ST. JUDE LIFETIME COHORT STUDY (DISCOVERY: 2138 PRE-EXISTING AND 502 NEWLY GENERATED DATA, ALL SURVIVORS; EXPLORATORY: 282 COMMUNITY CONTROLS). LINEAR REGRESSION MODELS WERE FIT FOR EACH EPIGENETIC AGE AGAINST THE ALLELIC DOSE OF EACH GENETIC VARIANT, ADJUSTING FOR AGE AT SAMPLING, SEX, AND CANCER TREATMENT EXPOSURES. FIXED-EFFECTS META-ANALYSIS WAS USED TO COMBINE SUMMARY STATISTICS FROM TWO DISCOVERY DATA SETS. LD (LINKAGE DISEQUILIBRIUM) SCORE REGRESSION WAS USED TO ESTIMATE SINGLE-NUCLEOTIDE POLYMORPHISM (SNP)-BASED HERITABILITY. RESULTS: FOR EAA-HORVATH, A GENOME-WIDE SIGNIFICANT ASSOCIATION WAS MAPPED TO THE SELP GENE WITH THE STRONGEST SNP RS732314 (META-GWAS: BETA=0.57, P=3.30X10(-11)). MOREOVER, THE STRATIFIED ANALYSIS OF THE ASSOCIATION BETWEEN RS732314 AND EAA-HORVATH SHOWED A SUBSTANTIAL HETEROGENEITY BETWEEN CHILDREN AND ADULTS (META-GWAS: BETA=0.97 VS. 0.51, I(2)=73.1%) AS WELL AS BETWEEN SURVIVORS WITH AND WITHOUT CHEST/ABDOMINAL/PELVIC-RT EXPOSURE (BETA=0.64 VS. 0.31, I(2)=66.3%). FOR EAA-HANNUM, AN ASSOCIATION WAS MAPPED TO THE HLA LOCUS WITH THE STRONGEST SNP RS28366133 (META-GWAS: BETA=0.78, P=3.78X10(-11)). THERE WAS NO GENOME-WIDE SIGNIFICANT HIT FOR EAA-PHENOAGE OR EAA-GRIMAGE. INTERESTINGLY, AMONG COMMUNITY CONTROLS, RS732314 WAS ASSOCIATED WITH EAA-HORVATH (BETA=1.09, P=5.43X10(-5)), WHEREAS RS28366133 WAS NOT ASSOCIATED WITH EAA-HANNUM (BETA=0.21, P=0.49). THE ESTIMATED HERITABILITY WAS 0.33 (SE=0.20) FOR EAA-HORVATH AND 0.17 (SE=0.23) FOR EAA-HANNUM, BUT CLOSE TO ZERO FOR EAA-PHENOAGE AND EAA-GRIMAGE. CONCLUSIONS: WE IDENTIFIED NOVEL GENETIC VARIANTS IN THE SELP GENE AND HLA REGION ASSOCIATED WITH EAA-HORVATH AND EAA-HANNUM, RESPECTIVELY, AMONG SURVIVORS OF CHILDHOOD CANCER. THE NEW GENETIC VARIANTS IN COMBINATION WITH OTHER REPLICATED KNOWN VARIANTS CAN FACILITATE THE IDENTIFICATION OF SURVIVORS AT HIGHER RISK IN DEVELOPING ACCELERATED AGING AND POTENTIALLY INFORM DRUG TARGETS FOR FUTURE INTERVENTION STRATEGIES AMONG VULNERABLE SURVIVORS.	2022	
                                                          
5 1351  37 DETERMINATION OF SALIVA EPIGENETIC AGE IN INFANCY, AND ITS ASSOCIATION WITH PARENTAL SOCIO-ECONOMIC CHARACTERISTICS AND PREGNANCY OUTCOMES. EPIGENETIC AGE ACCELERATION (AA) HAS BEEN ASSOCIATED WITH ADVERSE ENVIRONMENTAL EXPOSURES AND MANY CHRONIC CONDITIONS. WE ESTIMATED, IN THE NINFEA BIRTH COHORT, INFANT SALIVA EPIGENETIC AGE, AND INVESTIGATED WHETHER PARENTAL SOCIO-ECONOMIC POSITION (SEP) AND PREGNANCY OUTCOMES ARE ASSOCIATED WITH INFANT EPIGENETIC AA. A TOTAL OF 139 SALIVA SAMPLES COLLECTED AT ON AVERAGE 10.8 (RANGE 7-17) MONTHS WERE USED TO ESTIMATE HORVATH'S DNA METHYLATION AGE. EPIGENETIC AA WAS DEFINED AS THE RESIDUAL FROM A LINEAR REGRESSION OF EPIGENETIC AGE ON CHRONOLOGICAL AGE. LINEAR REGRESSION MODELS WERE USED TO TEST THE ASSOCIATIONS OF PARENTAL SEP AND PREGNANCY OUTCOMES WITH SALIVA EPIGENETIC AA. A MODERATE POSITIVE ASSOCIATION WAS FOUND BETWEEN DNA METHYLATION AGE AND CHRONOLOGICAL AGE, WITH THE MEDIAN ABSOLUTE DIFFERENCE OF 6.8 MONTHS (STANDARD DEVIATION [SD] 3.9). THE EVIDENCE OF THE ASSOCIATION BETWEEN THE INDICATORS OF LOW SEP AND EPIGENETIC AA WAS WEAK; INFANTS BORN TO UNEMPLOYED MOTHERS OR WITH LOW EDUCATION HAD ON AVERAGE 1 MONTH HIGHER EPIGENETIC AGE THAN INFANTS OF MOTHERS WITH HIGH EDUCATION AND EMPLOYMENT (COEFFICIENT 0.78 MONTHS, 95% CONFIDENCE INTERVALS [CIS]: -0.79 TO 2.34 FOR LOW/MEDIUM EDUCATION; 0.96, 95% CI: -1.81 TO 3.73 FOR UNEMPLOYMENT). THERE WAS NO EVIDENCE FOR ASSOCIATION OF GESTATIONAL AGE, BIRTHWEIGHT OR CAESAREAN SECTION WITH INFANT EPIGENETIC AA. USING THE HORVATH'S METHOD, DNA METHYLATION AGE CAN BE FAIRLY ACCURATELY PREDICTED FROM SALIVA SAMPLES ALREADY IN THE FIRST MONTHS OF LIFE. THIS STUDY DID NOT REVEAL CLEAR ASSOCIATIONS BETWEEN EITHER PREGNANCY OUTCOMES OR PARENTAL SOCIO-ECONOMIC CHARACTERISTICS AND INFANT SALIVA EPIGENETIC AA.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
6 4447  41 MOLECULAR MARKERS OF AGING, EXERCISE CAPACITY, & PHYSICAL ACTIVITY IN COPD. BACKGROUND: EXERCISE CAPACITY (EC) AND PHYSICAL ACTIVITY (PA) ARE INDEPENDENT, POTENTIALLY MODIFIABLE PREDICTORS OF CLINICAL OUTCOMES IN COPD. MOLECULAR MEASURES OF BIOLOGICAL AGE MAY HELP CHARACTERIZE VARIABILITY IN EC AND PA OBSERVED AMONG COPD PATIENTS. METHODS: VETERANS WITH COPD (FEV(1)/FVC<0.7 OR EMPHYSEMA ON CHEST COMPUTED TOMOGRAPHY) ENROLLED IN 2 COHORTS AT VA BOSTON COMPLETED QUESTIONNAIRES, A 6-MIN WALK DISTANCE (6MWD) FOR EC, AND BLOOD COLLECTION AT ENROLLMENT. PA DATA (AVERAGE DAILY STEP COUNT) WAS COLLECTED USING AN HJ-720 ITC PEDOMETER OVER >/=5 DAYS. A SUBSET OF SUBJECTS RETURNED FOR REPEAT ASSESSMENT AFTER 12 WEEKS. DNA METHYLATION DATA WAS GENERATED USING THE HUMANMETHYLATIONEPIC PLATFORM; EPIGENETIC ESTIMATES OF BIOLOGICAL AGE AND AGE ACCELERATION WERE GENERATED USING ESTABLISHED ALGORITHMS. MULTIVARIABLE MODELS EXAMINED THE ASSOCIATIONS BETWEEN BIOLOGICAL AGE, 6MWD, PA AND FUTURE ACUTE EXACERBATIONS (AES), ADJUSTING FOR CHRONOLOGICAL AGE, SEX, RACE, SMOKING STATUS, PACK-YEARS, BODY MASS INDEX, COHORT, AND ESTIMATED CELL COUNTS. RESULTS: SUBJECTS (N = 269) WERE PREDOMINANTLY MALE (98.5%), WHITE (92.9%), AND ELDERLY (70.6 +/- 8.5 YEARS) WITH AVERAGE FEV(1)% OF 57.7 +/- 21.1, 6MWD OF 374.3 +/- 93.5 M, AND DAILY STEPS OF 3043.4 +/- 2374 AT BASELINE. IN ADJUSTED MODELS, MULTIPLE MEASURES OF BASELINE EPIGENETIC AGE AND AGE ACCELERATION WERE INVERSELY ASSOCIATED WITH 6MWD; ONLY GRIMAGE WAS INVERSELY ASSOCIATED WITH PA. LONGITUDINAL CHANGE IN HANNUM-AGE WAS INVERSELY ASSOCIATED WITH CHANGE IN EC AT 12 WEEKS (N = 94). NO MEASURES OF BIOLOGICAL AGE WERE SIGNIFICANTLY ASSOCIATED WITH PROSPECTIVE AES OVER 1.3 +/- 0.3 YEARS. CONCLUSIONS: EPIGENETIC MEASURES OF BIOLOGICAL AGE ARE INDEPENDENT PREDICTORS OF EC AND PA, BUT NOT AES, AMONG INDIVIDUALS WITH COPD.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
7  525  41 ASSOCIATIONS OF BODY COMPOSITION AND PHYSICAL ACTIVITY LEVEL WITH MULTIPLE MEASURES OF EPIGENETIC AGE ACCELERATION. EPIGENETIC CLOCKS USE DNA METHYLATION TO ESTIMATE BIOLOGICAL AGE. WHETHER BODY COMPOSITION AND PHYSICAL ACTIVITY ARE ASSOCIATED WITH THESE CLOCKS IS NOT WELL UNDERSTOOD. USING BLOOD SAMPLES COLLECTED AT ENROLLMENT (2003-2009) FROM 2,758 WOMEN IN THE US NATIONWIDE SISTER STUDY, WE CALCULATED 6 EPIGENETIC AGE ACCELERATION METRICS USING 4 EPIGENETIC CLOCKS (HANNUM, HORVATH, PHENOAGE, GRIMAGE). RECREATIONAL PHYSICAL ACTIVITY WAS SELF-REPORTED, AND ADIPOSITY MEASURES WERE ASSESSED BY TRAINED MEDICAL EXAMINERS (BODY MASS INDEX (BMI), WAIST-TO-HIP RATIO (WTH), WAIST CIRCUMFERENCE). IN CROSS-SECTIONAL ANALYSES, ALL ADIPOSITY MEASURES WERE ASSOCIATED WITH EPIGENETIC AGE ACCELERATION. THE STRONGEST ASSOCIATION WAS FOR BMI AND PHENOAGE, A MEASURE OF BIOLOGICAL AGE THAT CORRELATES WITH CHRONIC DISEASE (BMI OF >/=35.0 VS. 18.5-24.9, BETA = 3.15 YEARS, 95% CONFIDENCE INTERVAL (CI): 2.41, 3.90; P FOR TREND < 0.001). IN A MUTUAL-ADJUSTMENT MODEL, BOTH WERE ASSOCIATED WITH PHENOAGE AGE ACCELERATION (BMI OF >/=35.0 VS. 18.5-24.9, BETA = 2.69 YEARS, 95% CI: 1.90, 3.48; P FOR TREND < 0.001; QUARTILE 4 VS.1 WTH, BETA = 1.00 YEARS, 95% CI: 0.34, 1.65; P FOR TREND < 0.008). AFTER ADJUSTMENT, PHYSICAL ACTIVITY WAS ASSOCIATED ONLY WITH GRIMAGE (QUARTILE 4 VS. 1, BETA = -0.42 YEARS, 95% CI: -0.70, -0.14; P FOR TREND = 0.001). PHYSICAL ACTIVITY ATTENUATED THE WAIST CIRCUMFERENCE ASSOCIATIONS WITH PHENOAGE AND GRIMAGE. EXCESS ADIPOSITY WAS ASSOCIATED WITH EPIGENETIC AGE ACCELERATION; PHYSICAL ACTIVITY MIGHT ATTENUATE ASSOCIATIONS WITH WAIST CIRCUMFERENCE.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
8 5070  35 PHYSICAL ACTIVITY, TELEVISION VIEWING TIME, AND DNA METHYLATION IN PERIPHERAL BLOOD. INTRODUCTION: PHYSICAL ACTIVITY MAY AFFECT HEALTH VIA DNA METHYLATION. THE EPIGENETIC INFLUENCES OF SEDENTARY BEHAVIORS SUCH AS TELEVISION VIEWING ARE UNKNOWN. WE PERFORMED A GENOMEWIDE STUDY OF DNA METHYLATION IN PERIPHERAL BLOOD IN RELATION TO PHYSICAL ACTIVITY AND TELEVISION VIEWING TIME. METHODS: DNA METHYLATION WAS MEASURED USING THE ILLUMINA INFINIUM HUMANMETHYLATION450K BEADCHIP ARRAY IN BLOOD SAMPLES COLLECTED AT BASELINE (N = 5513) AND FOLLOW-UP (N = 1249) FROM PARTICIPANTS IN THE MELBOURNE COLLABORATIVE COHORT STUDY. AT BASELINE, TIMES PER WEEK OF LEISURE-TIME PHYSICAL ACTIVITY WERE SELF-REPORTED. AT FOLLOW-UP, THE INTERNATIONAL PHYSICAL ACTIVITY QUESTIONNAIRE WAS USED TO ASSESS MET-HOURS PER WEEK OF TOTAL AND LEISURE-TIME PHYSICAL ACTIVITY AND HOURS PER DAY OF TELEVISION VIEWING TIME. LINEAR MIXED MODELS WERE USED TO ASSESS ASSOCIATIONS BETWEEN PHYSICAL ACTIVITY AND TELEVISION VIEWING MEASURES AND DNA METHYLATION AT INDIVIDUAL CPG SITES, ADJUSTED FOR POTENTIAL CONFOUNDERS AND BATCH EFFECTS. RESULTS: AT FOLLOW-UP, TOTAL PHYSICAL ACTIVITY WAS ASSOCIATED WITH DNA METHYLATION AT CG10266336 (P = 6.0 X 10), ANNOTATED TO THE SAA2 GENE. WEAKER EVIDENCE OF ASSOCIATIONS (P < 1.0 X 10) WERE OBSERVED FOR AN ADDITIONAL 14 CPG SITES WITH TOTAL PHYSICAL ACTIVITY, FOR 7 CPG SITES WITH LEISURE-TIME PHYSICAL ACTIVITY, AND FOR 9 CPG SITES WITH TELEVISION VIEWING TIME. CHANGES IN LEISURE-TIME PHYSICAL ACTIVITY BETWEEN BASELINE AND FOLLOW-UP WERE ASSOCIATED WITH METHYLATION CHANGES (P < 0.05) AT FOUR OF THE SEVEN CPG SITES WITH WEAKER EVIDENCE OF CROSS-SECTIONAL ASSOCIATIONS WITH LEISURE-TIME PHYSICAL ACTIVITY. CONCLUSION: PHYSICAL ACTIVITY AND TELEVISION VIEWING MAY BE ASSOCIATED WITH BLOOD DNA METHYLATION, A POTENTIAL PATHWAY TO CHRONIC DISEASE DEVELOPMENT. FURTHER RESEARCH USING ACCELEROMETER DATA AND LARGER SAMPLE SIZES IS WARRANTED.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
9 3162  39 GREATER STRESS AND TRAUMA MEDIATE RACE-RELATED DIFFERENCES IN EPIGENETIC AGE BETWEEN BLACK AND WHITE YOUNG ADULTS IN A COMMUNITY SAMPLE. BLACK AMERICANS SUFFER LOWER LIFE EXPECTANCY AND SHOW SIGNS OF ACCELERATED AGING COMPARED TO OTHER AMERICANS. WHILE PREVIOUS STUDIES OBSERVE THESE DIFFERENCES IN CHILDREN AND POPULATIONS WITH CHRONIC ILLNESS, WHETHER THESE PATHOLOGIC PROCESSES EXIST OR HOW THESE PATHOLOGIC PROCESSES PROGRESS HAS YET TO BE EXPLORED PRIOR TO THE ONSET OF SIGNIFICANT CHRONIC ILLNESS, WITHIN A YOUNG ADULT POPULATION. THEREFORE, WE INVESTIGATED RACE-RELATED DIFFERENCES IN EPIGENETIC AGE IN A CROSS-SECTIONAL SAMPLE OF YOUNG PUTATIVELY HEALTHY ADULTS AND ASSESSED WHETHER LIFETIME STRESS AND/OR TRAUMA MEDIATE THOSE DIFFERENCES. BIOLOGICAL AND PSYCHOLOGICAL DATA WERE COLLECTED FROM SELF-REPORTED HEALTHY ADULT VOLUNTEERS WITHIN THE LOCAL NEW HAVEN AREA (399 VOLUNTEERS, 19.8% BLACK, MEAN AGE: 29.28). STRESS AND TRAUMA DATA WAS COLLECTED USING THE CUMULATIVE ADVERSITY INVENTORY (CAI) INTERVIEW, WHICH ASSESSED SPECIFIC TYPES OF STRESSORS, INCLUDING MAJOR LIFE EVENTS, TRAUMATIC EVENTS, WORK, FINANCIAL, RELATIONSHIP AND CHRONIC STRESSORS CUMULATIVELY OVER TIME. GRIMAGE ACCELERATION (GAA), DETERMINED FROM WHOLE BLOOD COLLECTED FROM PARTICIPANTS, MEASURED EPIGENETIC AGE. IN ORDER TO UNDERSTAND THE IMPACT OF STRESS AND TRAUMA ON GAA, EXPLORATORY MEDIATION ANALYSES WERE THEN USED. WE FOUND CUMULATIVE STRESSORS ACROSS ALL TYPES OF EVENTS (MEAN DIFFERENCE OF 6.9 P = 2.14E-4) AND GAA (BETA = 2.29 YEARS [1.57-3.01, P = 9.70E-10] FOR RACE, PARTIAL ETA(2) = 0.091, MODEL ADJUSTED R(2) = 0.242) WERE SIGNIFICANTLY GREATER IN BLACK COMPARED TO WHITE PARTICIPANTS. CRITICALLY, CAI TOTAL SCORE (PROPORTION MEDIATED: 0.185 [0.073-0.34, P = 6E-4]) SIGNIFICANTLY MEDIATED THE RELATIONSHIP BETWEEN RACE AND GAA. FURTHER ANALYSIS ATTRIBUTED THIS DIFFERENCE TO MORE TRAUMATIC EVENTS, PARTICULARLY ASSAULTIVE TRAUMAS AND DEATH OF LOVED ONES. OUR RESULTS SUGGEST THAT, PRIOR TO DEVELOPMENT OF SIGNIFICANT CHRONIC DISEASE, BLACK INDIVIDUALS HAVE INCREASED EPIGENETIC AGE COMPARED TO WHITE PARTICIPANTS AND THAT INCREASED CUMULATIVE STRESS AND TRAUMATIC EVENTS MAY CONTRIBUTE SIGNIFICANTLY TO THIS EPIGENETIC AGING DIFFERENCE.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
10  501  46 ASSOCIATION OF ACCELEROMETER-MEASURED PHYSICAL ACTIVITY AND SEDENTARY TIME WITH EPIGENETIC MARKERS OF AGING. INTRODUCTION/PURPOSE: PHYSICAL ACTIVITY MAY INFLUENCE CHRONIC DISEASE RISK, IN PART, THROUGH EPIGENETIC MECHANISMS. PREVIOUS STUDIES HAVE DEMONSTRATED THAT AN ACUTE BOUT OF PHYSICAL ACTIVITY CAN INFLUENCE DNA METHYLATION STATUS. FEW STUDIES HAVE EXPLORED THE RELATIONSHIP BETWEEN HABITUAL, ACCELEROMETER-MEASURED PHYSICAL ACTIVITY OR SEDENTARY TIME WITH EPIGENETIC MARKERS OF AGING. METHODS: WE USED LINEAR REGRESSION TO EXAMINE CROSS-SECTIONAL ASSOCIATIONS OF ACCELEROMETER-MEASURED PHYSICAL ACTIVITY AND SEDENTARY TIME WITH EXTRINSIC AND INTRINSIC EPIGENETIC AGE ACCELERATION (EEAA AND IEAA) MODELS AND GRIMAGE MEASURED FROM BLOOD SAMPLES FROM FRAMINGHAM HEART STUDY PARTICIPANTS WITH ACCELEROMETRY AND DNA METHYLATION DATA ( N = 2435; MEAN AGE, 54.9 +/- 14.3; 46.0% MEN). RESIDUALS OF HANNUM-, HORVATH-, AND GRIMAGE-PREDICTED EPIGENETIC AGE WERE CALCULATED BY REGRESSING EPIGENETIC AGE ON CHRONOLOGICAL AGE. WE TOOK INTO ACCOUNT BLOOD CELL COMPOSITION FOR EEAA, IEAA, AND ADJGRIMAGE. MODERATE TO VIGOROUS PHYSICAL ACTIVITY WAS LOG-TRANSFORMED TO NORMALIZE ITS DISTRIBUTION. ADJUSTMENT MODELS ACCOUNTED FOR FAMILY STRUCTURE, AGE, SEX, SMOKING STATUS, COHORT-LABORATORY INDICATOR, AND ACCELEROMETER WEAR TIME. WE ADDITIONALLY EXPLORED ADJUSTMENT FOR BODY MASS INDEX (BMI). RESULTS: WALKING 1500 MORE STEPS PER DAY OR SPENDING 3 FEWER HOURS SEDENTARY WAS ASSOCIATED WITH >10 MONTHS LOWER GRIMAGE BIOLOGICAL AGE (OR ~1 MONTH LOWER ADJGRIMAGE, AFTER ADJUSTING FOR BLOOD CELLS, P < 0.05). EVERY 5 MIN.D -1 MORE MODERATE TO VIGOROUS PHYSICAL ACTIVITY WAS ASSOCIATED WITH 19-79 D OF LOWER GRIMAGE (4-23 D LOWER USING EEAA OR ADJGRIMAGE, P < 0.01). ADJUSTING FOR BMI ATTENUATED THESE RESULTS, BUT ALL STATISTICALLY SIGNIFICANT ASSOCIATIONS WITH ADJGRIMAGE REMAINED. CONCLUSIONS: GREATER HABITUAL PHYSICAL ACTIVITY AND LOWER SEDENTARY TIME WERE ASSOCIATED WITH LOWER EPIGENETIC AGE, WHICH WAS PARTIALLY EXPLAINED BY BMI. FURTHER RESEARCH SHOULD EXPLORE WHETHER CHANGES IN PHYSICAL ACTIVITY INFLUENCE METHYLATION STATUS AND WHETHER THOSE MODIFICATIONS INFLUENCE CHRONIC DISEASE RISK.	2023	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
11 4090  43 MATERNAL PRE-PREGNANCY BMI, OFFSPRING EPIGENOME-WIDE DNA METHYLATION, AND CHILDHOOD OBESITY: FINDINGS FROM THE BOSTON BIRTH COHORT. BACKGROUND: MATERNAL PRE-PREGNANCY OBESITY IS AN ESTABLISHED RISK FACTOR FOR CHILDHOOD OBESITY. INVESTIGATING EPIGENETIC ALTERATIONS INDUCED BY MATERNAL OBESITY DURING FETAL DEVELOPMENT COULD GAIN MECHANISTIC INSIGHT INTO THE DEVELOPMENTAL ORIGINS OF CHILDHOOD OBESITY. WHILE OBESITY DISPROPORTIONATELY AFFECTS UNDERREPRESENTED RACIAL AND ETHNIC MOTHERS AND CHILDREN IN THE USA, FEW STUDIES INVESTIGATED THE ROLE OF PRENATAL EPIGENETIC PROGRAMMING IN INTERGENERATIONAL OBESITY OF THESE HIGH-RISK POPULATIONS. METHODS: THIS STUDY INCLUDED 903 MOTHER-CHILD PAIRS FROM THE BOSTON BIRTH COHORT, A PREDOMINANTLY URBAN, LOW-INCOME MINORITY BIRTH COHORT. MOTHER-INFANT DYADS WERE ENROLLED AT BIRTH AND THE CHILDREN WERE FOLLOWED PROSPECTIVELY TO AGE 18 YEARS. INFINIUM METHYLATION EPIC BEADCHIP WAS USED TO MEASURE EPIGENOME-WIDE METHYLATION LEVEL OF CORD BLOOD. WE PERFORMED AN EPIGENOME-WIDE ASSOCIATION STUDY OF MATERNAL PRE-PREGNANCY BODY MASS INDEX (BMI) AND CORD BLOOD DNA METHYLATION (DNAM). TO QUANTIFY THE DEGREE TO WHICH CORD BLOOD DNAM MEDIATES THE MATERNAL BMI-CHILDHOOD OBESITY, WE FURTHER INVESTIGATED WHETHER MATERNAL BMI-ASSOCIATED DNAM SITES IMPACT BIRTHWEIGHT OR CHILDHOOD OVERWEIGHT OR OBESITY (OWO) FROM AGE 1 TO AGE 18 AND PERFORMED CORRESPONDING MEDIATION ANALYSES. RESULTS: THE STUDY SAMPLE CONTAINED 52.8% MATERNAL PRE-PREGNANCY OWO AND 63.2% OFFSPRING OWO AT AGE 1-18 YEARS. MATERNAL BMI WAS ASSOCIATED WITH CORD BLOOD DNAM AT 8 CPG SITES (GENOME-WIDE FALSE DISCOVERY RATE [FDR] < 0.05). AFTER ACCOUNTING FOR THE POSSIBLE INTERPLAY OF MATERNAL BMI AND SMOKING, 481 CPG SITES WERE DISCOVERED FOR ASSOCIATION WITH MATERNAL BMI. AMONG THEM 123 CPGS WERE ASSOCIATED WITH CHILDHOOD OWO, RANGING FROM 42% DECREASE TO 87% INCREASE IN OWO RISK FOR EACH SD INCREASE IN DNAM. A TOTAL OF 14 IDENTIFIED CPG SITES SHOWED A SIGNIFICANT MEDIATION EFFECT ON THE MATERNAL BMI-CHILD OWO ASSOCIATION (FDR < 0.05), WITH MEDIATING PROPORTION RANGING FROM 3.99% TO 25.21%. SEVERAL OF THESE 14 CPGS WERE MAPPED TO GENES IN ASSOCIATION WITH ENERGY BALANCE AND METABOLISM (AKAP7) AND ADULTHOOD METABOLIC SYNDROME (CAMK2B). CONCLUSIONS: THIS PROSPECTIVE BIRTH COHORT STUDY IN A HIGH-RISK YET UNDERSTUDIED US POPULATION FOUND THAT MATERNAL PRE-PREGNANCY OWO SIGNIFICANTLY ALTERED DNAM IN NEWBORN CORD BLOOD AND PROVIDED SUGGESTIVE EVIDENCE OF EPIGENETIC INVOLVEMENT IN THE INTERGENERATIONAL RISK OF OBESITY.	2023	
                                                                                                                                                                                                                                                   
12 3687  38 INFLAMMATION-RELATED GENES ARE ASSOCIATED WITH EPIGENETIC AGING IN HIV. CHRONIC INFLAMMATION IS CHARACTERISTIC OF BOTH HIV AND AGING ("INFLAMMAGING") AND MAY CONTRIBUTE TO THE ACCELERATED AGING OBSERVED IN PEOPLE LIVING WITH HIV (PLWH). WE EXAMINED WHETHER THREE INFLAMMATION-RELATED SINGLE-NUCLEOTIDE POLYMORPHISMS (SNPS) WERE RISK FACTORS FOR ACCELERATED AGING AND HIV-ASSOCIATED, NON-AIDS (HANA) CONDITIONS AMONG PLWH. WE EXAMINED 155 POSTMORTEM CASES WITH HIV (MEAN AGE = 47.3, 81% MALE, 68% SELF-REPORTED WHITE) FROM THE NATIONAL NEUROAIDS TISSUE CONSORTIUM WHO HAD PRE-MORTEM NEUROBEHAVIORAL/MEDICAL/VIROLOGIC DATA AND EPIGENOMIC DATA FROM OCCIPITAL CORTEX TISSUE. ACCELERATED AGING WAS MEASURED ACCORDING TO THE EPIGENETIC CLOCK; AN AGING BIOMARKER BASED ON DNA METHYLATION LEVELS. PAST OR CURRENT AGE-ASSOCIATED HANA CONDITIONS INCLUDING CEREBROVASCULAR, LIVER AND KIDNEY DISEASE, CHRONIC OBSTRUCTIVE PULMONARY DISEASE, CANCER, AND DIABETES WERE DETERMINED VIA SELF-REPORT. EPIGENETIC AGING Z-SCORES AND LIKELIHOOD OF PAST/CURRENT HANA CONDITIONS WERE COMPARED BETWEEN MAJOR ALLELE HOMOZYGOTES AND MINOR ALLELE CARRIERS FOR EACH SNP (IL-6 - 174G>C, IL-10 - 592C>A, TNF-ALPHA - 308 G>A) SEPARATELY. ANALYSES WERE ADJUSTED FOR RELEVANT DEMOGRAPHIC/CLINICAL FACTORS. EPIGENETIC AGING (E.G., HIGHER Z-SCORES) WAS SIGNIFICANTLY GREATER IN IL-6 C ALLELE CARRIERS (P = .002) AND IL-10 CC HOMOZYGOTES (P = .02) COMPARED TO OTHER GENOTYPE GROUPS. THE LIKELIHOOD OF ANY PAST/CURRENT HANA CONDITION DID NOT DIFFER BY IL-10 GENOTYPE BUT WAS 3.36 TIMES GREATER IN IL-6 C ALLELE CARRIERS VERSUS OTHERS (OR = 3.36, 95%CI = 1.09-10.34, P = .03). TNF-ALPHA GENOTYPE WAS NOT ASSOCIATED WITH EPIGENETIC AGING OR HANA CONDITIONS. IL-6 AND IL-10 SNPS MAY HELP TO IDENTIFY PLWH WHO ARE AT HIGH RISK FOR ACCELERATED AGING. THESE INSIGHTS INTO PATHOPHYSIOLOGICAL PATHWAYS MAY INFORM INTERVENTIONAL APPROACHES TO TREAT RAPID AGING AMONG PLWH.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
13 1782  39 EFFECT OF A 3-WEEK MULTIDISCIPLINARY BODY WEIGHT REDUCTION PROGRAM ON THE EPIGENETIC AGE ACCELERATION IN OBESE ADULTS. OBESITY AND AGING SHARE COMMON MOLECULAR AND CELLULAR MECHANISMS UNDERLYING THE PATHOPHYSIOLOGY OF CARDIOVASCULAR DISEASES (CVD), WHICH OCCUR FREQUENTLY IN BOTH CONDITIONS. DNA METHYLATION (DNAM) AGE, A BIOMARKER OF THE EPIGENETIC CLOCK, HAS BEEN PROPOSED AS A MORE ACCURATE PREDICTOR OF BIOLOGICAL AGING THAN CHRONOLOGICAL AGE. A POSITIVE DIFFERENCE BETWEEN AN INDIVIDUAL'S CHRONOLOGICAL AGE AND DNAM AGE IS REFERRED TO AS EPIGENETIC AGE ACCELERATION. THE OBJECTIVE OF THE PRESENT STUDY WAS TO EVALUATE THE EFFECTS OF A 3-WEEK IN-HOSPITAL BODY WEIGHT REDUCTION PROGRAM (BWRP) ON THE EPIGENETIC AGE ACCELERATION, AS WELL AS ON OTHER CARDIOMETABOLIC OUTCOMES, IN A COHORT OF 72 OBESE ADULTS (F/M: 43/29; (CHRONOLOGICAL) AGE: 51.5 +/- 14.5 YRS; BMI: 46.5 +/- 6.3 KG/M2). AT THE END OF THE BWRP, WHEN CONSIDERING THE ENTIRE POPULATION, BMI DECREASED, AND CHANGES IN BODY COMPOSITION WERE OBSERVED. THE BWRP ALSO PRODUCED BENEFICIAL METABOLIC EFFECTS AS DEMONSTRATED BY DECREASES IN GLUCOSE, INSULIN, HOMA-IR, TOTAL CHOLESTEROL, AND LDL CHOLESTEROL. A POST-BWRP IMPROVEMENT IN CARDIOVASCULAR FUNCTION WAS ALSO EVIDENT (I.E., DECREASES IN SYSTOLIC AND DIASTOLIC BLOOD PRESSURES AND HEART RATE). THE BWRP REDUCED SOME MARKERS OF SYSTEMIC INFLAMMATION, PARTICULARLY C-REACTIVE PROTEIN (CRP). FINALLY, VASCULAR AGE (VA) AND FRAMINGHAM RISK SCORE (FRS) WERE REDUCED AFTER THE BWRP. WHEN CONSIDERING THE ENTIRE POPULATION, DNAM AGE AND EPIGENETIC AGE ACCELERATION DID NOT DIFFER AFTER THE BWRP. HOWEVER, WHEN SUBDIVIDING THE POPULATION INTO TWO GROUPS BASED ON EACH SUBJECT'S EPIGENETIC AGE ACCELERATION (I.E., </=0 YRS OR >0 YRS), THE BWRP REDUCED THE EPIGENETIC AGE ACCELERATION ONLY IN OBESE SUBJECTS WITH A VALUE > 0 YRS (THUS BIOLOGICALLY OLDER THAN EXPECTED). AMONG ALL THE SINGLE DEMOGRAPHIC, LIFESTYLE, BIOCHEMICAL, AND CLINICAL CHARACTERISTICS INVESTIGATED, ONLY SOME MARKERS OF SYSTEMIC INFLAMMATION, SUCH AS CRP, WERE ASSOCIATED WITH THE EPIGENETIC AGE ACCELERATION. MOREOVER, CHRONOLOGICAL AGE WAS CORRELATED WITH DNAM AGE AND VA; FINALLY, THERE WAS A CORRELATION BETWEEN DNAM AGE AND VA. IN CONCLUSION, A 3-WEEK BWRP IS CAPABLE OF REDUCING THE EPIGENETIC AGE ACCELERATION IN OBESE ADULTS, BEING THE BWRP-INDUCED REJUVENATION EVIDENT IN SUBJECTS WITH AN EPIGENETIC AGE ACCELERATION > 0 YRS. BASED ON THE BWRP-INDUCED DECREASE IN CRP LEVELS, CHRONIC SYSTEMIC INFLAMMATION SEEMS TO PLAY A ROLE IN MEDIATING OBESITY-RELATED EPIGENETIC REMODELING AND BIOLOGICAL AGING. THUS, DUE TO THE STRONG ASSOCIATION OF CVD RISK WITH THE EPIGENETIC CLOCK AND MORBIDITY/MORTALITY, ANY EFFORT SHOULD BE MADE TO REDUCE THE LOW-GRADE CHRONIC INFLAMMATORY STATE IN OBESITY.	2022	

14 5336  29 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
15 1355  31 DEVELOPMENT AND VALIDATION OF A SIMPLE GENERAL POPULATION LUNG CANCER RISK MODEL INCLUDING AHRR-METHYLATION. INTRODUCTION: SCREENING REDUCES LUNG CANCER MORTALITY OF HIGH-RISK POPULATIONS. CURRENTLY PROPOSED SCREENING ELIGIBILITY CRITERIA ONLY IDENTIFY HALF OF THOSE INDIVIDUALS, WHO LATER DEVELOP LUNG CANCER. THIS STUDY AIMED TO DEVELOP AND VALIDATE A SENSITIVE AND SIMPLE MODEL FOR PREDICTING 10-YEAR LUNG CANCER RISK. METHODS: USING THE 1991-94 EXAMINATION OF THE COPENHAGEN CITY HEART STUDY IN DENMARK, 6,820 FORMER OR CURRENT SMOKERS FROM THE GENERAL POPULATION WERE FOLLOWED FOR LUNG CANCER WITHIN 10 YEARS AFTER EXAMINATION. LOGISTIC REGRESSION OF BASELINE VARIABLES (AGE, SEX, EDUCATION, CHRONIC OBSTRUCTIVE PULMONARY DISEASE, FAMILY HISTORY OF LUNG CANCER, SMOKING STATUS AND CUMULATIVE SMOKING, SECONDHAND SMOKING, OCCUPATIONAL EXPOSURES TO DUST AND FUME, BODY MASS INDEX, LUNG FUNCTION, PLASMA C-REACTIVE PROTEIN, AND AHRR(CG05575921) METHYLATION) IDENTIFIED THE BEST PREDICTIVE MODEL. THE MODEL WAS VALIDATED AMONG 3,740 FORMER OR CURRENT SMOKERS FROM THE 2001-03 EXAMINATION, ALSO FOLLOWED FOR 10 YEARS. A SIMPLE RISK CHART WAS DEVELOPED WITH POISSON REGRESSION. RESULTS: AGE, SEX, EDUCATION, SMOKING STATUS, CUMULATIVE SMOKING, AND AHRR(CG05575921) METHYLATION IDENTIFIED 65 OF 88 INDIVIDUALS WHO DEVELOPED LUNG CANCER IN THE VALIDATION COHORT. THE HIGHEST RISK GROUP, CONSISTING OF LESS EDUCATED MEN AGED >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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
16 4986  35 PATIENT-REPORTED SYMPTOM OUTCOMES AND MICROSATELLITE INSTABILITY IN PATIENTS WITH METASTATIC COLORECTAL CANCER. BACKGROUND: THE SURVIVAL OF PATIENTS WITH METASTATIC COLORECTAL CANCER (MCRC) IS INFLUENCED BY THE GENETIC AND EPIGENETIC CHANGES THAT MIGHT INFLUENCE THE PATIENT EXPERIENCE OF SYMPTOM BURDEN. UNDERSTANDING THE ASSOCIATION OF MOLECULAR CHANGES WITH THE SYMPTOM BURDEN COULD HELP CLINICIANS GAIN INSIGHT INTO THE MOLECULAR BASIS OF SYMPTOM BURDEN AND IMPROVE TREATMENT TOLERANCE. TO DATE, NO STUDIES HAVE COMPARED THE PATIENT-REPORTED SYMPTOM BURDEN WITH THESE MOLECULAR SUBSETS AMONG PATIENTS WITH MCRC. PATIENTS AND METHODS: WE RECRUITED PATIENTS WITH MCRC THAT WAS REFRACTORY TO >/= 1 LINE OF THERAPY WHO HAD BEEN ENROLLED IN THE ASSESSMENT OF TARGETED THERAPIES AGAINST COLORECTAL CANCER TRIAL AT THE UNIVERSITY OF TEXAS MD ANDERSON CANCER CENTER. ALL PATIENTS COMPLETED A BASELINE GASTROINTESTINAL SYMPTOM INVENTORY (MD ANDERSON SYMPTOM INVENTORY, GASTROINTESTINAL). THE SYMPTOM BURDEN ACROSS KEY DEMOGRAPHIC VARIABLES AND MOLECULAR CHANGES, INCLUDING CRC-ASSOCIATED MUTATIONS, MICROSATELLITE INSTABILITY (MSI) STATUS, AND THE CPG ISLAND METHYLATOR PHENOTYPE (CIMP) WERE COMPARED USING CHI(2) TESTS. ASSOCIATION OF THE SYMPTOM BURDEN WITH OVERALL SURVIVAL WAS EXAMINED USING COX REGRESSION MODELS. RESULTS: PATIENTS WITH AN MSI-HIGH (MSI-H) PHENOTYPE REPORTED GREATER PAIN (ODDS RATIO [OR], 3.06; 95% CONFIDENCE INTERVAL [CI], 1.61-5.84), FATIGUE (OR, 2.78; 95% CI, 1.41-5.49), SLEEP (OR, 2.52; 95% CI, 1.32-4.08); AND DROWSINESS (OR, 2.51; 95% CI, 1.32-4.78) COMPARED WITH MICROSATELLITE STABLE PATIENTS. PATIENTS WITH AN MSI-H PHENOTYPE ALSO HAD GREATER ODDS OF OVERALL SYMPTOM BURDEN (OR, 2.48; 95% CI, 1.29-4.74) COMPARED WITH MICROSATELLITE STABLE PATIENTS. THE CIMP-HIGH PATIENTS EXPERIENCED GREATER ODDS OF PAIN COMPARED WITH THE CIMP-NEGATIVE PATIENTS (OR, 1.72; 95% CI, 1.06-2.80). A GREATER OVERALL SYMPTOM BURDEN WAS ASSOCIATED WITH POOR OVERALL SURVIVAL (HAZARD RATIO, 1.42; 95% CI, 0.98-2.06]), ALTHOUGH THE DIFFERENCE WAS NOT SIGNIFICANT (P = .06). CONCLUSION: CORRELATION OF MSI-H-ASSOCIATED TUMOR FEATURES WITH THE SYMPTOM BURDEN COULD HELP PROVIDE A BETTER UNDERSTANDING OF UNDERLYING MECHANISMS ASSOCIATED WITH OUR FINDINGS.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
17 6017  42 THE ASSOCIATION OF ACCELERATED EPIGENETIC AGE WITH ALL-CAUSE MORTALITY IN CARDIAC CATHETERIZATION PATIENTS AS MEDIATED BY VASCULAR AND CARDIOMETABOLIC OUTCOMES. BACKGROUND: EPIGENETIC AGE IS A DNA METHYLATION-BASED BIOMARKER OF AGING THAT IS ACCURATE ACROSS THE LIFESPAN AND A RANGE OF CELL TYPES. THE DIFFERENCE BETWEEN EPIGENETIC AGE AND CHRONOLOGICAL AGE, TERMED AGE ACCELERATION (AA), IS A STRONG PREDICTOR OF LIFESPAN AND HEALTHSPAN. THE PREDICTIVE CAPABILITIES OF AA FOR ALL-CAUSE MORTALITY HAVE BEEN EVALUATED IN THE GENERAL POPULATION; HOWEVER, ITS UTILITY IS LESS WELL EVALUATED IN THOSE WITH CHRONIC CONDITIONS. ADDITIONALLY, THE PATHOPHYSIOLOGIC PATHWAYS WHEREBY AA PREDICTS MORTALITY ARE UNCLEAR. WE HYPOTHESIZED THAT AA PREDICTS MORTALITY IN INDIVIDUALS WITH UNDERLYING CARDIOVASCULAR DISEASE; AND THE ASSOCIATION BETWEEN AA AND MORTALITY IS MEDIATED, IN PART, BY VASCULAR AND CARDIOMETABOLIC MEASURES. METHODS: WE EVALUATED 562 PARTICIPANTS IN AN URBAN, THREE-COUNTY AREA OF CENTRAL NORTH CAROLINA FROM THE CATHGEN COHORT, ALL OF WHOM RECEIVED A CARDIAC CATHETERIZATION PROCEDURE. WE ANALYZED THREE AA BIOMARKERS, HORVATH EPIGENETIC AGE ACCELERATION (HAA), PHENOTYPIC AGE ACCELERATION (PHENOAA), AND GRIM AGE ACCELERATION (GRIMAA), BY COX REGRESSION MODELS, TO ASSESS WHETHER AAS WERE ASSOCIATED WITH ALL-CAUSE MORTALITY. WE ALSO EVALUATED IF THESE ASSOCIATIONS WERE MEDIATED BY VASCULAR AND CARDIOMETABOLIC OUTCOMES, INCLUDING LEFT VENTRICULAR EJECTION FRACTION (LVEF), BLOOD CHOLESTEROL CONCENTRATIONS, ANGIOPOIETIN-2 (ANG2) PROTEIN CONCENTRATION, PERIPHERAL ARTERY DISEASE, CORONARY ARTERY DISEASE, DIABETES, AND HYPERTENSION. THE TOTAL EFFECT, DIRECT EFFECT, INDIRECT EFFECT, AND PERCENTAGE MEDIATED WERE ESTIMATED USING PATHWAY MEDIATION TESTS WITH A REGRESSION ADJUSTMENT APPROACH. RESULTS: PHENOAA (HR = 1.05, P < 0.0001), GRIMAA (HR = 1.10, P < 0.0001) AND HAA (HR = 1.03, P = 0.01) WERE ALL ASSOCIATED WITH ALL-CAUSE MORTALITY. THE ASSOCIATION OF MORTALITY AND PHENOAA WAS PARTIALLY MEDIATED BY ANG2, A MARKER OF VASCULAR FUNCTION (19.8%, P = 0.016), AND BY DIABETES (8.2%, P = 0.043). THE GRIMAA-MORTALITY ASSOCIATION WAS MEDIATED BY ANG2 (12.3%, P = 0.014), AND SHOWED WEAKER EVIDENCE FOR MEDIATION BY LVEF (5.3%, P = 0.065). CONCLUSIONS: EPIGENETIC AGE ACCELERATION REMAINS STRONGLY PREDICTIVE OF MORTALITY EVEN IN INDIVIDUALS ALREADY BURDENED WITH CARDIOVASCULAR DISEASE. MORTALITY ASSOCIATIONS WERE MEDIATED BY ANG2, WHICH REGULATES ENDOTHELIAL PERMEABILITY AND ANGIOGENIC FUNCTIONS, SUGGESTING THAT SPECIFIC VASCULAR PATHOPHYSIOLOGY MAY LINK ACCELERATED EPIGENETIC AGING WITH INCREASED MORTALITY RISKS.	2022	
                                                                                                                                              
18 1962  42 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	
                                                                                                                                                                                                                                                                                                                                
19 1961  38 EPIGENETIC AGING IS ACCELERATED IN ALCOHOL USE DISORDER AND REGULATED BY GENETIC VARIATION IN APOL2. TO INVESTIGATE THE POTENTIAL ROLE OF ALCOHOL USE DISORDER (AUD) IN AGING PROCESSES, WE EMPLOYED LEVINE'S EPIGENETIC CLOCK (DNAM PHENOAGE) TO ESTIMATE DNA METHYLATION AGE IN 331 INDIVIDUALS WITH AUD AND 201 HEALTHY CONTROLS (HC). WE EVALUATED THE EFFECTS OF HEAVY, CHRONIC ALCOHOL CONSUMPTION ON EPIGENETIC AGE ACCELERATION (EAA) USING CLINICAL BIOMARKERS, INCLUDING LIVER FUNCTION TEST ENZYMES (LFTS) AND CLINICAL MEASURES. TO CHARACTERIZE POTENTIAL UNDERLYING GENETIC VARIATION CONTRIBUTING TO EAA IN AUD, WE PERFORMED GENOME-WIDE ASSOCIATION STUDIES (GWAS) ON EAA, INCLUDING PATHWAY ANALYSES. WE FOLLOWED UP ON RELEVANT TOP FINDINGS WITH IN SILICO EXPRESSION QUANTITATIVE TRAIT LOCI (EQTL) ANALYSES FOR BIOLOGICAL FUNCTION USING THE BRAINEAC DATABASE. THERE WAS A 2.22-YEAR AGE ACCELERATION IN AUD COMPARED TO CONTROLS AFTER ADJUSTING FOR GENDER AND BLOOD CELL COMPOSITION (P = 1.85 X 10(-5)). THIS ASSOCIATION REMAINED SIGNIFICANT AFTER ADJUSTING FOR RACE, BODY MASS INDEX, AND SMOKING STATUS (1.38 YEARS, P = 0.02). SECONDARY ANALYSES SHOWED MORE PRONOUNCED EAA IN INDIVIDUALS WITH MORE SEVERE AUD-ASSOCIATED PHENOTYPES, INCLUDING ELEVATED GAMMA-GLUTAMYL TRANSFERASE (GGT) AND ALANINE AMINOTRANSFERASE (ALT), AND HIGHER NUMBER OF HEAVY DRINKING DAYS (ALL PS < 0.05). THE GENOME-WIDE META-ANALYSIS OF EAA IN AUD REVEALED A SIGNIFICANT SINGLE NUCLEOTIDE POLYMORPHISM (SNP), RS916264 (P = 5.43 X 10(-8)), IN APOLIPOPROTEIN L2 (APOL2) AT THE GENOME-WIDE LEVEL. THE MINOR ALLELE A OF RS916264 WAS ASSOCIATED WITH EAA AND WITH INCREASED MRNA EXPRESSION IN HIPPOCAMPUS (P = 0.0015). OUR DATA DEMONSTRATE EAA IN AUD AND SUGGEST THAT DISEASE SEVERITY FURTHER ACCELERATES EPIGENETIC AGING. EAA WAS ASSOCIATED WITH GENETIC VARIATION IN APOL2, SUGGESTING POTENTIAL NOVEL BIOLOGICAL MECHANISMS FOR AGE ACCELERATION IN AUD.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
20 1963  35 EPIGENETIC AGING MEDIATES THE ASSOCIATION BETWEEN PAIN IMPACT AND BRAIN AGING IN MIDDLE TO OLDER AGE INDIVIDUALS WITH KNEE PAIN. CHRONIC MUSCULOSKELETAL PAIN IS A HEALTH BURDEN THAT MAY ACCELERATE THE AGING PROCESS. ACCELERATED BRAIN AGING AND EPIGENETIC AGING HAVE SEPARATELY BEEN OBSERVED IN THOSE WITH CHRONIC PAIN. HOWEVER, IT IS UNKNOWN WHETHER THESE BIOLOGICAL MARKERS OF AGING ARE ASSOCIATED WITH EACH OTHER IN THOSE WITH CHRONIC PAIN. WE AIMED TO EXPLORE THE ASSOCIATION OF EPIGENETIC AGING AND BRAIN AGING IN MIDDLE-TO-OLDER AGE INDIVIDUALS WITH VARYING DEGREES OF KNEE PAIN. PARTICIPANTS (57.91 +/- 8.04 Y) WITH LOW IMPACT KNEE PAIN (N = 95), HIGH IMPACT KNEE PAIN (N = 53), AND PAIN-FREE CONTROLS (N = 26) COMPLETED SELF-REPORTED PAIN, A BLOOD DRAW, AND AN MRI SCAN. WE USED AN EPIGENETIC CLOCK PREVIOUSLY ASSOCIATED WITH KNEE PAIN (DNAMGRIMAGE), THE SUBSEQUENT DIFFERENCE OF PREDICTED EPIGENETIC AND BRAIN AGE FROM CHRONOLOGICAL AGE (DNAMGRIMAGE-DIFFERENCE AND BRAIN-PAD, RESPECTIVELY). THERE WAS A SIGNIFICANT MAIN EFFECT FOR PAIN IMPACT GROUP (F (2,167) = 3.847, P = 0.023, ROTATIONAL ENERGY = 1 / 2IOMEGA2 = 0.038, ANCOVA) ON BRAIN-PAD AND DNAMGRIMAGE-DIFFERENCE (F (2,167) = 6.800, P = 0.001, I = MK2 = 0.075, ANCOVA) AFTER CONTROLLING FOR COVARIATES. DNAMGRIMAGE-DIFFERENCE AND BRAIN-PAD WERE MODESTLY CORRELATED (R =0.198; P =0.010). EXPLORATORY ANALYSIS REVEALED THAT DNAMGRIMAGE-DIFFERENCE MEDIATED GCPS PAIN IMPACT, GCPS PAIN SEVERITY, AND PAIN-RELATED DISABILITY SCORES ON BRAIN-PAD. BASED UPON THE CURRENT STUDY FINDINGS, WE SUGGEST THAT PAIN COULD BE A DRIVER FOR ACCELERATED BRAIN AGING VIA EPIGENOME INTERACTIONS.	2022