1   335 157 ALTERATIONS IN DNA METHYLATION ASSOCIATE WITH FATTY LIVER AND METABOLIC ABNORMALITIES IN A MULTI-ETHNIC COHORT OF PRE-TEENAGE CHILDREN. NON-ALCOHOLIC FATTY LIVER DISEASE (NAFLD) IS THE LEADING CAUSE OF CHRONIC LIVER DISEASE IN CHILDREN. EPIGENETIC ALTERATIONS, SUCH AS THROUGH DNA METHYLATION (DNAM), MAY LINK ADVERSE CHILDHOOD EXPOSURES AND FATTY LIVER AND PROVIDE NON-INVASIVE METHODS FOR IDENTIFYING CHILDREN AT HIGH RISK FOR NAFLD AND ASSOCIATED METABOLIC DYSFUNCTION. WE INVESTIGATED THE ASSOCIATION BETWEEN DIFFERENTIAL DNAM AND LIVER FAT CONTENT (LFC) AND LIVER INJURY IN PRE-ADOLESCENT CHILDREN. LEVERAGING DATA FROM THE NEWBORN EPIGENETICS STUDY (NEST), WE ENROLLED 90 MOTHER-CHILD DYADS AND USED LINEAR REGRESSION TO IDENTIFY CPG SITES AND DIFFERENTIALLY METHYLATED REGIONS (DMRS) IN PERIPHERAL BLOOD ASSOCIATED WITH LFC AND ALANINE AMINOTRANSFERASE (ALT) LEVELS IN 7-12YO CHILDREN. DNAM WAS MEASURED USING INFINIUM HUMANMETHYLATIONEPIC BEADCHIPS (ILLUMINA). LFC AND FIBROSIS WERE QUANTIFIED BY MAGNETIC RESONANCE IMAGING PROTON DENSITY FAT FRACTION AND ELASTOGRAPHY. MEDIAN LFC WAS 1.4% (RANGE, 0.3-13.4%) AND MRE WAS 2.5 KPA (RANGE, 1.5-3.6KPA). THREE CHILDREN HAD LFC >/= 5%, WHILE SIX (7.6%) MET OUR DEFINITION OF NAFLD (LFC >/= 3.7%). ALL CHILDREN WITH NAFLD WERE OBESE AND FIVE WERE BLACK. LFC WAS ASSOCIATED WITH 88 DMRS AND 106 CPGS (FDR<5%). THE TOP TWO CPGS, CG25474373 AND CG07264203, MAPPED TO OR NEAR RFTN2 AND PRICKLE2 GENES. THESE TWO CPG SITES WERE ALSO SIGNIFICANTLY ASSOCIATED WITH A NAFLD DIAGNOSIS. AS HIGHER LFC ASSOCIATES WITH AN ADVERSE CARDIOMETABOLIC PROFILE ALREADY IN CHILDHOOD, ALTERED DNAM MAY IDENTIFY THESE CHILDREN EARLY IN DISEASE COURSE FOR TARGETED INTERVENTION. LARGER, LONGITUDINAL STUDIES ARE NEEDED TO VALIDATE THESE FINDINGS AND DETERMINE MECHANISTIC RELEVANCE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
2  4924  23 PARENTAL HYPOXIC EXPOSURE CONFERS OFFSPRING HYPOXIA RESISTANCE IN ZEBRAFISH (DANIO RERIO). PARENTAL INFLUENCES ARE A POTENTIALLY IMPORTANT COMPONENT OF TRANSGENERATIONAL TRANSFER OF PHENOTYPE IN VERTEBRATES. THIS STUDY EXAMINED HOW CHRONIC HYPOXIC EXPOSURE ON ADULT ZEBRAFISH (DANIO RERIO) AFFECTED THE PHENOTYPE OF THEIR OFFSPRING. SEPARATE ADULT POPULATIONS WERE EXPOSED TO HYPOXIA (13.1 KPA O(2)) OR NORMOXIA (21.1 KPA O(2)) FOR PERIODS RANGING FROM 1 TO 12 WEEKS. ADULTS WERE THEN RETURNED TO NORMOXIA AND BRED WITHIN EXPERIMENTAL GROUPS. ADULT FECUNDITY AND EGG CHARACTERISTICS (VOLUME OF EGG, YOLK AND PERIVITELLINE FLUID) WERE ASSESSED. SUBSEQUENTLY, LARVAL BODY LENGTH, TIME TO LOSS OF EQUILIBRIUM IN SEVERE HYPOXIA (~4 KPA O(2)), AND CRITICAL THERMAL MINIMA (CT(MIN)) AND MAXIMA (CT(MAX)) WERE MEASURED AT 6, 9, 12, 15, 18, 21 AND 60 DAYS POST-FERTILIZATION (D.P.F.). ADULT FECUNDITY WAS DEPRESSED BY HYPOXIC EXPOSURE. EGG COMPONENT VOLUMES WERE ALSO DEPRESSED IN ADULTS EXPOSED TO 1-2 WEEKS OF HYPOXIA, BUT RETURNED TO CONTROL LEVELS FOLLOWING LONGER HYPOXIC EXPOSURE. ADULT HYPOXIC EXPOSURES OF >1 WEEK RESULTED IN LONGER BODY LENGTHS IN THEIR LARVAL OFFSPRING. TIME TO LOSS OF EQUILIBRIUM IN SEVERE HYPOXIA (I.E. HYPOXIC RESISTANCE) IN CONTROL LARVAE DECREASED FROM 6 TO 12 D.P.F., REMAINING CONSTANT THEREAFTER. NOTABLY, HYPOXIC RESISTANCE FROM 6 TO 18 D.P.F. WAS ~15% LOWER IN LARVAE WHOSE PARENTS WERE EXPOSED TO JUST 1 WEEK OF CHRONIC HYPOXIA, BUT RESISTANCE WAS SIGNIFICANTLY INCREASED BY ~24-30% IN 6-18 D.P.F. LARVAE FROM ADULTS EXPOSED TO 2, 3 OR 4 WEEKS OF HYPOXIA. CT(MIN) (~10-12 DEGREES C) AND CT(MAX) (~39.5 DEGREES C) WERE UNCHANGED BY PARENTAL HYPOXIC EXPOSURE. THIS STUDY DEMONSTRATES THAT PARENTAL HYPOXIC EXPOSURE IN ADULT ZEBRAFISH HAS PROFOUND EPIGENETIC EFFECTS ON THE MORPHOLOGICAL AND PHYSIOLOGICAL PHENOTYPE OF THEIR OFFSPRING.	2012	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
3  1953  36 EPIGENETIC AGE ACCELERATION AND CHRONIC HEALTH CONDITIONS AMONG ADULT SURVIVORS OF CHILDHOOD CANCER. BACKGROUND: MOUNTING EVIDENCE SUPPORTS THE OCCURRENCE OF ACCELERATING AGING AMONG LONG-TERM SURVIVORS OF CHILDHOOD CANCER. WE AIMED TO INVESTIGATE EPIGENETIC AGE ACCELERATION (EAA) IN SURVIVORS AND EVALUATE ASSOCIATIONS BETWEEN EAA, TREATMENT EXPOSURES, HEALTH BEHAVIORS, AND CHRONIC HEALTH CONDITIONS (CHCS). METHODS: GENOME-WIDE METHYLATION DATA WERE GENERATED WITH INFINIUM EPIC BEADCHIP ON BLOOD-DERIVED DNA FROM 2139 SURVIVORS AND 282 FREQUENCY MATCHED CONTROLS FROM THE ST JUDE LIFETIME COHORT STUDY. EAAS WERE ESTIMATED AS RESIDUALS FROM A LINEAR REGRESSION OF EPIGENETIC AGE (LEVINE'S CLOCK) AGAINST CHRONOLOGICAL AGE. ADJUSTED LEAST SQUARE MEAN (ALSM) OF EAA WAS CALCULATED AND COMPARED BETWEEN SURVIVORS AND CONTROLS, ACROSS TREATMENT EXPOSURES AND HEALTH BEHAVIORS. ASSOCIATIONS OF EAA WITH 20 CLINICALLY ASSESSED CHCS WERE EVALUATED WITH MULTIVARIABLE PIECEWISE-EXPONENTIAL MODELS. ALL STATISTICAL TESTS FOR P VALUES BELOW WERE 2-SIDED. RESULTS: EAA WAS STATISTICALLY SIGNIFICANTLY HIGHER IN SURVIVORS THAN CONTROLS (ALSM = 0.63, 95% CONFIDENCE INTERVAL [CI] = 0.26 TO 1.01 VS -3.61, 95% CI = -4.43 TO 2.80). IN A MULTIVARIABLE MODEL AMONG SURVIVORS, STATISTICALLY SIGNIFICANTLY HIGHER EAA (P < .05) WAS OBSERVED IN THOSE EXPOSED TO CHEST RADIOTHERAPY, ABDOMEN OR PELVIC RADIOTHERAPY, ALKYLATING AGENTS, GLUCOCORTICOIDS, OR EPIPODOPHYLLOTOXINS. COMPARED WITH SURVIVORS WITH FAVORABLE HEALTH BEHAVIORS (ALSM = 0.26, 95% CI=-0.36 TO 0.87), EAA WAS STATISTICALLY SIGNIFICANTLY HIGHER AMONG SURVIVORS WITH INTERMEDIATE (ALSM = 1.07, 95% CI = 0.59 TO 1.54) OR UNFAVORABLE HEALTH BEHAVIORS (ALSM = 1.45, 95% CI = 0.60 TO 2.30). IN TIME-TO-EVENT ANALYSES, STATISTICALLY SIGNIFICANT ASSOCIATIONS WERE IDENTIFIED BETWEEN EAA TERTILES AND INCIDENCE OF 7 CHCS: HYPERTENSION (3RD VS 1ST TERTILE, RELATIVE RATE [RR] = 1.83, 95% CI = 1.17 TO 2.83), MYOCARDIAL INFARCTION (RR = 2.91, 95% CI = 1.27 TO 7.21), OBESITY (RR = 1.39, 95% CI = 1.17 TO 1.66), OBSTRUCTIVE PULMONARY DEFICIT (RR = 1.86, 95% CI = 0.95 TO 3.77), PERIPHERAL MOTOR NEUROPATHY (RR = 2.89, 95% CI = 1.24 TO 6.97), PERIPHERAL SENSORY NEUROPATHY (RR = 2.04, 95% CI = 0.99 TO 4.26), AND PULMONARY DIFFUSION DEFICITS (RR = 2.75, 95% CI = 0.95 TO 7.63). CONCLUSIONS: EAA IS STATISTICALLY SIGNIFICANTLY HIGHER IN SURVIVORS OF CHILDHOOD CANCER THAN IN NONCANCER CONTROLS AND IS ASSOCIATED WITH SPECIFIC TREATMENT EXPOSURES, UNFAVORABLE HEALTH BEHAVIORS, AND PRESENCE OF SPECIFIC CHCS.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
4  1956  44 EPIGENETIC AGE IN PERIPHERAL BLOOD AMONG CHILDREN, ADOLESCENT, AND ADULT SURVIVORS OF CHILDHOOD CANCER. IMPORTANCE: CERTAIN CANCER THERAPIES ARE RISK FACTORS FOR EPIGENETIC AGE ACCELERATION (EAA) AMONG SURVIVORS OF CHILDHOOD CANCER, AND EAA IS ASSOCIATED WITH CHRONIC HEALTH CONDITIONS (CHCS). HOWEVER, SMALL NUMBERS OF YOUNGER SURVIVORS (AGED <20 YEARS) PREVIOUSLY EVALUATED HAVE LIMITED THE ABILITY TO CALCULATE EAA AMONG THIS AGE GROUP. OBJECTIVE: TO EVALUATE THE CHANGE RATE OF EPIGENETIC AGE (EA) AND EAA IN YOUNGER COMPARED WITH OLDER SURVIVORS AND THE POSSIBLE ASSOCIATION OF EAA WITH EARLY-ONSET OBESITY (AGED <20 YEARS), SEVERITY/BURDEN OF CHCS, AND LATE MORTALITY (>5 YEARS FROM CANCER DIAGNOSIS). DESIGN, SETTING, AND PARTICIPANTS: STUDY PARTICIPANTS WERE FROM THE ST JUDE LIFETIME COHORT, INITIATED IN 2007 WITH ONGOING FOLLOW-UP. THE PRESENT STUDY WAS CONDUCTED FROM APRIL 17, 2022, TO MARCH 23, 2023. SURVIVORS IN THIS COHORT OF EUROPEAN ANCESTRY WITH DNA METHYLATION DATA WERE INCLUDED. CROSS-SECTIONAL ANNUAL CHANGES IN EA AND EAA WERE COMPARED ACROSS 5 DIFFERENT CHRONOLOGIC AGE GROUPS: AGE 0 TO 9 (CHILDREN), 10 TO 19 (ADOLESCENTS), 20 TO 34 (YOUNGER ADULTS), 35 TO 49 (MIDDLE-AGED ADULTS), AND GREATER THAN OR EQUAL TO 50 (OLDER ADULTS) YEARS. LOGISTIC REGRESSION EVALUATED THE ASSOCIATION BETWEEN EAA AND EARLY-ONSET OBESITY OR SEVERITY/BURDEN OF CHCS. COX PROPORTIONAL HAZARDS REGRESSION ASSESSED THE ASSOCIATION BETWEEN EAA AND LATE MORTALITY. MAIN OUTCOMES AND MEASURES: EARLY-ONSET OBESITY, SEVERITY/BURDEN OF CHCS (GRADED USING THE COMMON TERMINOLOGY CRITERIA FOR ADVERSE EVENTS (GRADE 1, MILD; 2, MODERATE; 3, SEVERE/DISABLING; 4, LIFE-THREATENING) AND WERE COMBINED INTO HIGH VS LOW SEVERITY/BURDEN BASED ON FREQUENCY AND GRADE), AND LATE MORTALITY WERE THE OUTCOMES BASED ON FOLLOW-UP UNTIL APRIL 2020. EXPANDED DNA METHYLATION PROFILING INCREASED THE NUMBER OF SURVIVORS YOUNGER THAN 20 YEARS (N = 690). EPIGENETIC AGE WAS CALCULATED PRIMARILY USING THE LEVINE CLOCK, AND EAA WAS DERIVED FROM LEAST SQUARES REGRESSION OF EA AGAINST CHRONOLOGIC AGE AND WAS STANDARDIZED TO A Z SCORE (LEVINE EEA). RESULTS: AMONG 2846 PARTICIPANTS (MEDIAN AGE, 30.3 [IQR, 9.3-41.5] YEARS; 53% MALES), THE CROSS-SECTIONAL ANNUAL CHANGE IN EA_LEVINE WAS HIGHER IN CHILDREN (1.63 YEARS) AND ADOLESCENTS (1.14 YEARS), AND THE ADJUSTED LEAST-SQUARES MEAN OF LEVINE EEA WAS LOWER IN CHILDREN (-0.22 YEARS) AND OLDER ADULTS (-1.70 YEARS). EACH 1-SD INCREASE IN LEVINE EEA WAS ASSOCIATED WITH INCREASED RISK OF DEVELOPING EARLY-ONSET OBESITY (ODDS RATIO [OR], 1.46; 95% CI, 1.19-1.78), HIGH SEVERITY/BURDEN OF CHCS (OR, 1.13; 95% CI, 1.03-1.24), AND LATE MORTALITY (HAZARD RATIO, 1.75; 95% CI, 1.35-2.26). CONCLUSIONS AND RELEVANCE: THE FINDINGS OF THIS STUDY SUGGEST THAT EAA MEASURED IN CHILDREN AND ADOLESCENT SURVIVORS OF CHILDHOOD CANCER IS ASSOCIATED WITH EARLY-ONSET OBESITY, SEVERITY/BURDEN OF ALL CHCS, AND LATE MORTALITY. EVALUATING EAA MAY HELP IDENTIFY SURVIVORS OF CHILDHOOD CANCER AT INCREASED RISK FOR EARLY-ONSET OBESITY, MORBIDITY IN GENERAL, AND MORTALITY.	2023	
                                                                                                                                                                                                                                      
5   403  45 ANALYSIS OF EPIGENETIC AGE ACCELERATION AND HEALTHY LONGEVITY AMONG OLDER US WOMEN. IMPORTANCE: ACCELERATED BIOLOGICAL AGING IS ASSOCIATED WITH DECREASED PHYSICAL CAPABILITY AND COGNITIVE FUNCTIONING, WHICH ARE ASSOCIATED WITH INCREASED RISK OF MORBIDITY AND MORTALITY. OBJECTIVE: WE INVESTIGATED ASSOCIATIONS BETWEEN EPIGENETIC AGE ACCELERATION (EAA), A BIOMARKER ASSOCIATED WITH AGING, AND HEALTHY LONGEVITY AMONG OLDER WOMEN. DESIGN, SETTING, AND PARTICIPANTS: THIS COHORT STUDY WAS A SECONDARY ANALYSIS OF PARTICIPANTS IN THE WOMEN'S HEALTH INITIATIVE (WHI) WHO WERE ELIGIBLE TO SURVIVE TO AGE 90 YEARS BY SEPTEMBER 30, 2020. PARTICIPANTS WERE LOCATED IN MULTIPLE CENTERS. THIS STUDY WAS RESTRICTED TO WOMEN WITH GENOME-WIDE DNA METHYLATION DATA, GENERATED FROM BASELINE BLOOD SAMPLES WITHIN 3 WHI ANCILLARY STUDIES. MEDIAN (IQR) FOLLOW-UP TIMES FROM BASELINE WERE 21.6 (19.6-22.9) YEARS AND 21.4 (19.8-22.7) YEARS FOR WOMEN WHO SURVIVED TO AGE 90 YEARS WITH AND WITHOUT INTACT MOBILITY, RESPECTIVELY, AND 13.2 (8.8-16.7) FOR WOMEN WHO DID NOT SURVIVE TO AGE 90 YEARS. DATA WERE ANALYZED FROM DECEMBER 2020 TO JULY 2021. EXPOSURES: EAA WAS ESTIMATED USING 4 ESTABLISHED "CLOCKS": HORVATH PANTISSUE, HANNUM, PHENO, AND GRIM. MAIN OUTCOMES AND MEASURES: USING MULTINOMIAL LOGISTIC REGRESSION, ODDS RATIOS (ORS) AND 95% CIS WERE ESTIMATED FOR 3 HEALTHY LONGEVITY OUTCOMES FOR EACH CLOCK: SURVIVAL TO AGE 90 YEARS WITH INTACT MOBILITY, SURVIVAL TO AGE 90 YEARS WITHOUT INTACT MOBILITY, AND NO SURVIVAL TO AGE 90 YEARS. RESULTS: AMONG 1813 WOMEN, THERE WERE 464 WOMEN (MEAN [SD] AGE AT BASELINE, 71.6 [3.5] YEARS) WHO SURVIVED TO AGE 90 YEARS WITH INTACT MOBILITY AND COGNITIVE FUNCTIONING, 420 WOMEN (MEAN [SD] AGE AT BASELINE, 71.3 [3.2] YEARS) WHO SURVIVED TO AGE 90 YEARS WITHOUT INTACT MOBILITY AND COGNITIVE FUNCTIONING, AND 929 WOMEN (MEAN [SD] AGE AT BASELINE, 70.2 [3.4] YEARS) WHO DID NOT SURVIVE TO AGE 90 YEARS. WOMEN WHO SURVIVED TO AGE 90 YEARS WITH INTACT MOBILITY AND COGNITIVE FUNCTION WERE HEALTHIER AT BASELINE COMPARED WITH WOMEN WHO SURVIVED WITHOUT THOSE OUTCOMES OR WHO DID NOT SURVIVE TO AGE 90 YEARS (EG, 143 WOMEN [30.8%] VS 101 WOMEN [24.0%] AND 202 WOMEN [21.7%] WITH 0 CHRONIC CONDITIONS). THE ODDS OF SURVIVING TO AGE 90 YEARS WITH INTACT MOBILITY WERE LOWER FOR EVERY 1 SD INCREASE IN EAA COMPARED WITH THOSE WHO DID NOT SURVIVE TO AGE 90 YEARS AS MEASURED BY AGEACCELHORVATH (OR, 0.82; 95% CI, 0.69-0.96; P = .01), AGEACCELHANNUM (OR, 0.67; 95% CI, 0.56-0.80; P < .001), AGEACCELPHENO (OR, 0.60; 95% CI, 0.51-0.72; P < .001), AND AGEACCELGRIM (OR, 0.68; 95% CI, 0.55-0.84; P < .001). ORS WERE SIMILAR FOR WOMEN WHO SURVIVED TO AGE 90 YEARS WITH INTACT MOBILITY AND COGNITIVE FUNCTION (EG, AGEACCELHORVATH: OR PER 1 SD INCREASE IN EAA, 0.83; 95% CI, 0.71-0.98; P = .03) COMPARED WITH WOMEN WHO DID NOT SURVIVE TO AGE 90 YEARS. CONCLUSIONS AND RELEVANCE: THESE FINDINGS SUGGEST THAT EAA MAY BE A VALID BIOMARKER ASSOCIATED WITH HEALTHY LONGEVITY AMONG OLDER WOMEN AND MAY BE USED FOR RISK STRATIFICATION AND RISK ESTIMATION OF FUTURE FUNCTIONAL AND COGNITIVE AGING. OUTCOMES SUGGEST THAT FUTURE STUDIES MAY FOCUS ON THE POTENTIAL FOR PUBLIC HEALTH INTERVENTIONS TO COUNTERACT EAA AND ITS ASSOCIATION WITH POOR HEALTH OUTCOMES TO LOWER DISEASE BURDEN WHILE INCREASING LONGEVITY.	2022	

6  1521  43 DNA METHYLATION AT IMPRINT REGULATORY REGIONS IN PRETERM BIRTH AND INFECTION. OBJECTIVE: TO AID IN UNDERSTANDING LONG-TERM HEALTH CONSEQUENCES OF INTRAUTERINE INFECTIONS IN PRETERM BIRTH, WE EVALUATED DNA METHYLATION AT 9 DIFFERENTIALLY METHYLATED REGIONS THAT REGULATE IMPRINTED GENES BY TYPE OF PRETERM BIRTH (SPONTANEOUS PRETERM LABOR, PRETERM PREMATURE RUPTURE OF MEMBRANES, OR MEDICALLY INDICATED [FETAL GROWTH RESTRICTION AND PREECLAMPSIA]) AND INFECTION STATUS (CHORIOAMNIONITIS OR FUNISITIS). STUDY DESIGN: DATA ON TYPE OF PRETERM BIRTH AND INFECTION STATUS WERE ABSTRACTED FROM MEDICAL RECORDS AND STANDARDIZED PATHOLOGY REPORTS IN 73 PRETERM INFANTS ENROLLED IN THE NEWBORN EPIGENETICS STUDY, A PROSPECTIVE COHORT STUDY OF MOTHER-INFANT DYADS IN DURHAM, NC. CORD BLOOD WAS COLLECTED AT BIRTH, AND INFANT DNA METHYLATION LEVELS AT THE H19, IGF2, MEG3, MEST, SGCE/PEG10, PEG3, NNAT, AND PLAGL1 DIFFERENTIALLY METHYLATED REGIONS WERE MEASURED USING BISULFITE PYROSEQUENCING. ONE-WAY ANALYSES OF VARIANCE AND LOGISTIC REGRESSION MODELS WERE USED TO COMPARE DNA METHYLATION LEVELS BY TYPE OF PRETERM BIRTH AND INFECTION STATUS. RESULTS: DNA METHYLATION LEVELS DID NOT DIFFER AT ANY OF THE REGIONS (P > .20) BETWEEN INFANTS BORN VIA SPONTANEOUS PRETERM LABOR (AVERAGE N = 29), PRETERM PREMATURE RUPTURE OF MEMBRANES (AVERAGE N = 17), OR MEDICALLY INDICATED PRETERM BIRTH (AVERAGE N = 40). LEVELS WERE SIGNIFICANTLY INCREASED AT PLAGL1 IN INFANTS WITH CHORIOAMNIONITIS (N = 10, 64.4%) COMPARED WITH INFANTS WITHOUT CHORIOAMNIONITIS (N = 63, 57.9%), P < .01. DNA METHYLATION LEVELS WERE ALSO INCREASED AT PLAGL1 FOR INFANTS WITH FUNISITIS (N = 7, 63.3%) COMPARED WITH INFANTS WITHOUT FUNISITIS (N = 66, 58.3%), P < .05. CONCLUSION: DYSREGULATION OF PLAGL1 HAS BEEN ASSOCIATED WITH ABNORMAL DEVELOPMENT AND CANCER. EARLY-LIFE EXPOSURES, INCLUDING INFECTION/INFLAMMATION, MAY AFFECT EPIGENETIC CHANGES THAT INCREASE SUSCEPTIBILITY TO LATER CHRONIC DISEASE.	2013	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
7   525  28 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  6089  42 THE EFFECTS OF DEPRESSION AND USE OF ANTIDEPRESSIVE MEDICINES DURING PREGNANCY ON THE METHYLATION STATUS OF THE IGF2 IMPRINTED CONTROL REGIONS IN THE OFFSPRING. IN UTERO EXPOSURES TO ENVIRONMENTAL FACTORS MAY RESULT IN PERSISTENT EPIGENETIC MODIFICATIONS AFFECTING NORMAL DEVELOPMENT AND SUSCEPTIBILITY TO CHRONIC DISEASES IN LATER LIFE. WE EXPLORED THE RELATIONSHIP BETWEEN EXPOSURE OF THE GROWING FETUS TO MATERNAL DEPRESSION OR ANTIDEPRESSANTS AND DNA METHYLATION AT TWO DIFFERENTIALLY METHYLATED REGIONS (DMRS) OF THE IMPRINTED INSULIN-LIKE GROWTH FACTOR 2 (IGF2) GENE. ABERRANT DNA METHYLATION AT THE IGF2 AND NEIGHBORING H19 DMRS HAS BEEN ASSOCIATED WITH DEREGULATED IGF2 EXPRESSION, CHILDHOOD CANCERS AND SEVERAL CHRONIC DISEASES DURING ADULTHOOD. OUR STUDY POPULATION IS COMPRISED OF PREGNANT MOTHERS AND THEIR NEWBORNS (N = 436), AS PART OF THE NEWBORN EPIGENETICS STUDY (NEST). A STANDARDIZED QUESTIONNAIRE WAS COMPLETED AND MEDICAL RECORD DATA WERE ABSTRACTED TO ASCERTAIN MATERNAL DEPRESSION AND ANTIDEPRESSIVE DRUG USE. DMR METHYLATION LEVELS IN UMBILICAL CORD BLOOD LEUKOCYTES WERE QUANTIFIED USING PYROSEQUENCING. FROM THE 436 NEWBORNS, LABORATORY DATA WERE OBTAINED FOR 356 INDIVIDUALS AT THE IGF2 DMRS, AND FOR 411 INDIVIDUALS AT THE H19 DMRS; ABOUT HALF OF EACH GROUP WAS AFRICAN AMERICAN OR CAUCASIAN. WHILE OVERALL NO ASSOCIATION BETWEEN DEPRESSION AND METHYLATION PROFILES WAS FOUND, WE OBSERVED A SIGNIFICANT HYPERMETHYLATION OF THE H19 DMRS IN NEWBORNS OF AFRICAN AMERICAN (N = 177) BUT NOT CAUCASIAN (N = 168) MOTHERS WHO REPORTED THE USE OF ANTIDEPRESSIVE DRUGS DURING PREGNANCY (BETA = +6.89, P = 0.01). OF NOTE, OUR DATA REVEAL A RACE-INDEPENDENT ASSOCIATION BETWEEN SMOKING DURING PREGNANCY AND METHYLATION AT THE IGF2 DMR (+3.05%, P = 0.01). IN CONCLUSION, OUR FINDINGS SUGGEST A RACE-DEPENDENT RESPONSE RELATED TO MATERNAL USE OF ANTIDEPRESSANTS AT ONE OF THE IGF2 DMRS IN THE OFFSPRING.	2011	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
9  6018  30 THE ASSOCIATION OF EPIGENETIC AGE ACCELERATION AND MULTIMORBIDITY AT AGE 90 IN THE WOMEN'S HEALTH INITIATIVE. BACKGROUND: EPIGENETIC AGE ACCELERATION (EAA), A MEASURE OF ACCELERATED BIOLOGICAL AGING, HAS BEEN ASSOCIATED WITH INCREASED RISK OF SEVERAL AGE-RELATED CHRONIC CONDITIONS. THIS IS THE FIRST STUDY TO PROSPECTIVELY EXAMINE THE RELATIONSHIP BETWEEN EAA AND BOTH MULTIMORBIDITY COUNT AND A WEIGHTED MULTIMORBIDITY SCORE AMONG LONG-LIVED POSTMENOPAUSAL WOMEN. METHODS: WE INCLUDED 1,951 WOMEN FROM THE WOMEN'S HEALTH INITIATIVE WHO COULD HAVE SURVIVED TO AGE 90. EAA WAS ESTIMATED USING THE HORVATH PAN-TISSUE, HANNUM, PHENOAGE AND GRIMAGE "CLOCKS." TWELVE CHRONIC CONDITIONS WERE INCLUDED IN THE MULTIMORBIDITY COUNT. THE MULTIMORBIDITY SCORE WAS WEIGHTED FOR EACH MORBIDITY'S RELATIONSHIP WITH MORTALITY IN THE STUDY POPULATION. USING MIXED-EFFECTS POISSON AND LINEAR REGRESSION MODELS THAT INCLUDED BASELINE COVARIATES ASSOCIATED WITH BOTH EAA AND MULTIMORBIDITY, WE ESTIMATED RELATIVE RISKS (RRS) AND 95% CONFIDENCE INTERVALS (CIS) FOR THE RELATIONSHIPS BETWEEN EACH EAA MEASURE AT STUDY BASELINE WITH BOTH MULTIMORBIDITY COUNT AND WEIGHTED MULTIMORBIDITY SCORE AT AGE 90, RESPECTIVELY. RESULTS: FOR EVERY ONE-STANDARD DEVIATION INCREASE IN AGEACCELPHENO, THE RATE OF MULTIMORBIDITY ACCUMULATION INCREASED 6% (RR=1.06; 95% CI=1.01-1.12; P=0.025) AND THE MULTIMORBIDITY SCORE BY 7% (RR=1.07; 95% CI=1.01-1.13; P=0.014) FOR WOMEN WHO SURVIVED TO AGE 90. THE RESULTS FOR A ONE-STANDARD DEVIATION INCREASE IN AGEACCELHORVATH, AGEACCELHANNUM AND AGEACCELGRIM WITH MULTIMORBIDITY ACCUMULATION AND SCORE WERE WEAKER COMPARED TO AGEACCELPHENO, AND THE LATTER TWO DID NOT REACH STATISTICAL SIGNIFICANCE. CONCLUSION: AGEACCELPHENO AND AGEACCELHANNUM MAY PREDICT MULTIMORBIDITY COUNT AND SCORE AT AGE 90 IN OLDER WOMEN AND, THUS, MAY BE USEFUL AS A BIOMARKER PREDICTOR OF MULTIMORBIDITY BURDEN IN THE LAST DECADES OF LIFE.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
10  5463  41 RESIDENTIAL PM(2.5) EXPOSURE AND THE NASAL METHYLOME IN CHILDREN. RATIONALE: PM(2.5-)INDUCED ADVERSE EFFECTS ON RESPIRATORY HEALTH MAY BE DRIVEN BY EPIGENETIC MODIFICATIONS IN AIRWAY CELLS. THE POTENTIAL IMPACT OF EXPOSURE DURATION ON EPIGENETIC ALTERATIONS IN THE AIRWAYS IS NOT YET KNOWN. OBJECTIVES: WE AIMED TO STUDY ASSOCIATIONS OF FINE PARTICULATE MATTER PM(2.5) EXPOSURE WITH DNA METHYLATION IN NASAL CELLS. METHODS: WE CONDUCTED NASAL EPIGENOME-WIDE ASSOCIATION ANALYSES WITHIN 503 CHILDREN FROM PROJECT VIVA (MEAN AGE 12.9 Y), AND EXAMINED VARIOUS EXPOSURE DURATIONS (1-DAY, 1-WEEK, 1-MONTH, 3-MONTHS AND 1-YEAR) PRIOR TO NASAL SAMPLING. WE USED RESIDENTIAL ADDRESSES TO ESTIMATE AVERAGE DAILY PM(2.5) AT 1 KM RESOLUTION. WE COLLECTED NASAL SWABS FROM THE ANTERIOR NARES AND MEASURED DNA METHYLATION (DNAM) USING THE ILLUMINA METHYLATIONEPIC BEADCHIP. WE TESTED 719,075 HIGH QUALITY AUTOSOMAL CPGS USING CPG-BY-CPG AND REGIONAL DNAM ANALYSES CONTROLLING FOR MULTIPLE COMPARISONS, AND ADJUSTED FOR MATERNAL EDUCATION, HOUSEHOLD SMOKERS, CHILD SEX, RACE/ETHNICITY, BMI Z-SCORE, AGE, SEASON AT SAMPLE COLLECTION AND CELL-TYPE HETEROGENEITY. WE FURTHER CORRECTED FOR BIAS AND GENOMIC INFLATION. WE TESTED FOR REPLICATION IN A COHORT FROM THE NETHERLANDS (PIAMA). RESULTS: IN ADJUSTED ANALYSES, WE FOUND 362 CPGS ASSOCIATED WITH 1-YEAR PM(2.5) (FDR < 0.05), 20 CPGS PASSING BONFERRONI CORRECTION (P < 7.0X10(-8)) AND 10 DIFFERENTIALLY METHYLATED REGIONS (DMRS). IN 445 PIAMA PARTICIPANTS (MEAN AGE 16.3 YEARS) 11 OF 203 AVAILABLE CPGS REPLICATED AT P < 0.05. WE OBSERVED DIFFERENTIAL DNAM AT/NEAR GENES IMPLICATED IN CELL CYCLE, IMMUNE AND INFLAMMATORY RESPONSES. THERE WERE NO CPGS OR REGIONS ASSOCIATED WITH PM(2.5) LEVELS AT 1-DAY, 1-WEEK, OR 1-MONTH PRIOR TO SAMPLE COLLECTION, ALTHOUGH 2 CPGS WERE ASSOCIATED WITH PAST 3-MONTH PM(2.5). CONCLUSION: WE OBSERVED WIDE-SPREAD DNAM VARIABILITY ASSOCIATED WITH AVERAGE PAST YEAR PM(2.5) EXPOSURE BUT WE DID NOT DETECT ASSOCIATIONS WITH SHORTER-TERM EXPOSURE. OUR RESULTS SUGGEST THAT NASAL DNAM MARKS REFLECT CHRONIC AIR POLLUTION EXPOSURE.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
11   308  42 ALCOHOL AND DNA METHYLATION: AN EPIGENOME-WIDE ASSOCIATION STUDY IN BLOOD AND NORMAL BREAST TISSUE. THE BIOLOGICAL MECHANISMS DRIVING ASSOCIATIONS BETWEEN ALCOHOL CONSUMPTION AND CHRONIC DISEASES MIGHT INCLUDE EPIGENETIC MODIFICATION OF DNA METHYLATION. WE EXPLORED THE HYPOTHESIS THAT ALCOHOL CONSUMPTION IS ASSOCIATED WITH METHYLATION IN AN EPIGENOME-WIDE ASSOCIATION STUDY OF BLOOD AND NORMAL BREAST TISSUE DNA. INFINIUM HUMANMETHYLATION450 BEADCHIP (ILLUMINA INC., SAN DIEGO, CALIFORNIA) ARRAY DATA ON BLOOD DNA METHYLATION WAS EXAMINED IN A DISCOVERY SET OF 2,878 NON-HISPANIC WHITE WOMEN FROM THE SISTER STUDY (UNITED STATES, 2004-2015) WHO PROVIDED DETAILED QUESTIONNAIRE INFORMATION ON LIFETIME ALCOHOL USE. ROBUST LINEAR REGRESSION MODELING WAS USED TO IDENTIFY SIGNIFICANT ASSOCIATIONS (FALSE DISCOVERY RATE OF Q < 0.05) BETWEEN THE NUMBER OF ALCOHOLIC DRINKS PER WEEK AND DNA METHYLATION AT 5,458 CYTOSINE-PHOSPHATE-GUANINE (CPG) SITES. ASSOCIATIONS WERE REPLICATED (P < 0.05) FOR 677 CPGS IN AN INDEPENDENT SET OF 187 BLOOD DNA SAMPLES FROM THE SISTER STUDY AND FOR 628 CPGS IN AN INDEPENDENT SET OF 171 NORMAL BREAST DNA SAMPLES; 1,207 CPGS WERE REPLICATED IN EITHER BLOOD OR NORMAL BREAST, WITH 98 CPGS REPLICATED IN BOTH TISSUES. INDIVIDUAL GENE EFFECTS WERE NOTABLE FOR PHOSPHOGLYCERATE DEHYDROGENASE (PGHDH), PEPTIDYL-PROLYL CIS-TRANS ISOMERASE (PPIF), SOLUTE CARRIER 15 (SLC15), SOLUTE CARRIER FAMILY 43 MEMBER 1 (SLC43A1), AND SOLUTE CARRIER FAMILY 7 MEMBER 11 (SLC7A11). WE ALSO FOUND THAT HIGH ALCOHOL CONSUMPTION WAS ASSOCIATED WITH SIGNIFICANTLY LOWER GLOBAL METHYLATION AS MEASURED BY THE AVERAGE OF CPGS ON THE ENTIRE ARRAY.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
12  4090  52 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
13  4249  33 METHYLATION-BASED BIOLOGICAL AGE AND BREAST CANCER RISK. BACKGROUND: AGE IS ONE OF THE STRONGEST PREDICTORS OF CANCER, CHRONIC DISEASE, AND MORTALITY, BUT BIOLOGICAL RESPONSES TO AGING DIFFER AMONG PEOPLE. EPIGENETIC DNA MODIFICATIONS HAVE BEEN USED TO ESTIMATE "BIOLOGICAL AGE," WHICH MAY BE A USEFUL PREDICTOR OF DISEASE RISK. WE TESTED THIS HYPOTHESIS FOR BREAST CANCER. METHODS: USING A CASE-COHORT APPROACH, WE MEASURED BASELINE BLOOD DNA METHYLATION OF 2764 WOMEN ENROLLED IN THE SISTER STUDY, 1566 OF WHOM SUBSEQUENTLY DEVELOPED BREAST CANCER AFTER AN AVERAGE OF 6 YEARS. USING THREE PREVIOUSLY ESTABLISHED METHYLATION-BASED "CLOCKS" (HANNUM, HORVATH, AND LEVINE), WE DEFINED BIOLOGICAL AGE ACCELERATION FOR EACH WOMAN BY COMPARING HER ESTIMATED BIOLOGICAL AGE WITH HER CHRONOLOGICAL AGE. HAZARD RATIOS AND 95% CONFIDENCE INTERVALS FOR BREAST CANCER RISK WERE ESTIMATED USING COX REGRESSION MODELS. ALL STATISTICAL TESTS WERE TWO-SIDED. RESULTS: EACH OF THE THREE CLOCKS SHOWED THAT BIOLOGICAL AGE ACCELERATION WAS STATISTICALLY SIGNIFICANTLY ASSOCIATED WITH INCREASED RISK OF DEVELOPING BREAST CANCER (5-YEAR AGE ACCELERATION, HANNUM'S CLOCK: HAZARD RATIO [HR] = 1.10, 95% CONFIDENCE INTERVAL [CI] = 1.00 TO 1.21, P = .04; HORVATH'S CLOCK: HR = 1.08, 95% CI = 1.00 TO 1.17, P = .04; LEVINE'S CLOCK: HR = 1.15, 95% CI = 1.07 TO 1.23, P < .001). FOR LEVINE'S CLOCK, EACH 5-YEAR ACCELERATION IN BIOLOGICAL AGE CORRESPONDED WITH A 15% INCREASE IN BREAST CANCER RISK. ALTHOUGH BIOLOGICAL AGE MAY ACCELERATE WITH MENOPAUSAL TRANSITION, AGE ACCELERATION IN PREMENOPAUSAL WOMEN INDEPENDENTLY PREDICTED BREAST CANCER. CASE-ONLY ANALYSIS SUGGESTED THAT, AMONG WOMEN WHO DEVELOP BREAST CANCER, INCREASED AGE ACCELERATION IS ASSOCIATED WITH INVASIVE CANCER (ODDS RATIO FOR INVASIVE = 1.09, 95% CI = 0.98 TO 1.22, P = .10). CONCLUSIONS: DNA METHYLATION-BASED MEASURES OF BIOLOGICAL AGE MAY BE IMPORTANT PREDICTORS OF BREAST CANCER RISK.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
14   832  38 CHARACTERIZING OPRM1 DNA METHYLATION IN PRESCRIPTION OPIOID USERS WITH CHRONIC MUSCULOSKELETAL PAIN. INTRODUCTION: MANY PATIENTS WITH CHRONIC PAIN USE PRESCRIPTION OPIOIDS. EPIGENETIC MODIFICATION OF THE MU-OPIOID RECEPTOR 1 (OPRM1) GENE, WHICH CODES FOR THE TARGET PROTEIN OF OPIOIDS, MAY INFLUENCE VULNERABILITY TO OPIOID ABUSE AND RESPONSE TO OPIOID PHARMACOTHERAPY, POTENTIALLY AFFECTING PAIN OUTCOMES. OBJECTIVE: OUR OBJECTIVE WAS TO INVESTIGATE ASSOCIATIONS OF CLINICAL AND SOCIODEMOGRAPHIC FACTORS WITH OPRM1 DNA METHYLATION IN PATIENTS WITH CHRONIC MUSCULOSKELETAL PAIN ON LONG-TERM PRESCRIPTION OPIOIDS. METHODS: SOCIODEMOGRAPHIC VARIABLES, SURVEY DATA (RAPID ESTIMATE OF ADULT HEALTH LITERACY IN MEDICINE-SHORT FORM, FUNCTIONAL COMORBIDITY INDEX [FCI], PROMIS 43V2.1 PROFILE, OPIOID RISK TOOL, AND PROMIS PRESCRIPTION PAIN MEDICATION MISUSE), AND SALIVA SAMPLES WERE COLLECTED. THE GENOMIC DNA EXTRACTED FROM SALIVA SAMPLES WERE BISULFITE CONVERTED, AMPLIFIED BY POLYMERASE CHAIN REACTION, AND PROCESSED FOR OPRM1-TARGETED DNA METHYLATION ANALYSIS ON A PYROSEQUENCING INSTRUMENT (QIAGEN INC, VALENCIA, CA). GENERAL LINEAR MODELS WERE USED TO EXAMINE THE RELATIONSHIPS BETWEEN THE PREDICTORS AND OPRM1 DNA METHYLATION. RESULTS: DATA FROM 112 PATIENTS WERE ANALYZED. THE BEST-FITTED MULTIVARIABLE MODEL INDICATED, COMPARED WITH THEIR COUNTERPARTS, PATIENTS WITH > EIGHTH GRADE READING LEVEL, DEGENERATIVE DISK DISEASE, SUBSTANCE ABUSE COMORBIDITY, AND OPIOID USE < 1 YEAR (COMPARED WITH >5 YEARS), HAD AVERAGE METHYLATION LEVELS THAT WERE 7.7% (95% CONFIDENCE INTERVAL [CI] 0.95%, 14.4%), 11.7% (95% CI 2.7%, 21.1%), 21.7% (95% CI 10.7%, 32.5%), AND 16.1% (95% CI 3.3%, 28.8%) HIGHER THAN THE REFERENCE GROUPS, RESPECTIVELY. METHYLATION LEVELS WERE 2.2% (95% CI 0.64%, 3.7%) LOWER FOR EVERY 1 UNIT INCREASE IN FCI AND GREATER BY 0.45% (95% CI 0.08%, 0.82%) FOR EVERY FATIGUE T SCORE UNIT INCREASE. CONCLUSIONS: OPRM1 METHYLATION LEVELS VARIED BY SEVERAL PATIENT FACTORS. FURTHER STUDIES ARE WARRANTED TO REPLICATE THESE FINDINGS AND DETERMINE POTENTIAL CLINICAL UTILITY.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
15  4917  34 PAIN-RELATED STRESS DURING THE NEONATAL INTENSIVE CARE UNIT STAY AND SLC6A4 METHYLATION IN VERY PRETERM INFANTS. VERY PRETERM (VPT) INFANTS NEED LONG-LASTING HOSPITALIZATION IN THE NEONATAL INTENSIVE CARE UNIT (NICU) DURING WHICH THEY ARE DAILY EXPOSED TO PAIN-RELATED STRESS. ALTERATIONS OF DNA METHYLATION AT THE PROMOTER REGION OF THE SLC6A4 HAVE BEEN ASSOCIATED WITH EARLY ADVERSE EXPERIENCES IN INFANTS. THE MAIN AIM OF THE PRESENT WORK WAS TO INVESTIGATE THE ASSOCIATION BETWEEN LEVEL OF EXPOSURE TO PAIN-RELATED STRESS DURING HOSPITALIZATION AND CHANGES IN SLC6A4 DNA METHYLATION AT NICU DISCHARGE IN VPT INFANTS. IN ORDER TO EXCLUDE THE POTENTIAL EFFECT OF BIRTH STATUS (I.E., PRETERM VS. FULL-TERM BIRTH) ON SLC6A4 METHYLATION, WE PRELIMINARILY ASSESSED SLC6A4 EPIGENETIC DIFFERENCES BETWEEN VPT AND FULL-TERM (FT) INFANTS AT BIRTH. FIFTY-SIX VPT AND THIRTY-TWO FT INFANTS PARTICIPATED IN THE STUDY. THE LEVEL OF EXPOSURE TO PAIN-RELATED STRESS WAS QUANTIFIED ON THE BASIS OF THE AMOUNT OF SKIN-BREAKING PROCEDURES TO WHICH THEY WERE EXPOSED. VPT INFANTS WERE DIVIDED IN TWO SUB-GROUPS: LOW-PAIN EXPOSURE (LPE, N = 25) AND HIGH-PAIN EXPOSURE (HPE, N = 31). DNA METHYLATION WAS EVALUATED AT BIRTH FOR BOTH VPT AND FT INFANTS, ASSESSING 20 CPG SITES WITHIN THE SLC6A4 PROMOTER REGION. THE SAME CPG SITES WERE RE-EVALUATED FOR VARIATIONS IN DNA METHYLATION AT NICU DISCHARGE IN LPE AND HPE VPT INFANTS. NO DIFFERENCES IN SLC6A4 CPG SITES' METHYLATION EMERGED BETWEEN FT AND VPT INFANTS AT BIRTH. METHYLATION AT CPG SITES 5 AND 6 SIGNIFICANTLY INCREASED FROM BIRTH TO NICU DISCHARGE ONLY FOR HPE VPT INFANTS. FINDINGS SHOW THAT PRETERM BIRTH PER SE IS NOT ASSOCIATED WITH EPIGENETIC ALTERATIONS OF THE SLC6A4, WHEREAS HIGHER LEVELS OF PAIN-RELATED STRESS EXPOSURE DURING NICU STAY MIGHT ALTER THE TRANSCRIPTIONAL FUNCTIONALITY OF THE SEROTONIN TRANSPORTER GENE.	2015	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
16  1351  39 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	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
17   713  39 CADMIUM EXPOSURE AND AGE-ASSOCIATED DNA METHYLATION CHANGES IN NON-SMOKING WOMEN FROM NORTHERN THAILAND. DNA METHYLATION CHANGES WITH AGE, AND MAY SERVE AS A BIOMARKER OF AGING. CADMIUM (CD) MODIFIES CELLULAR PROCESSES THAT PROMOTE AGING AND DISRUPTS METHYLATION GLOBALLY. WHETHER CD MODIFIES AGING PROCESSES BY INFLUENCING ESTABLISHMENT OF AGE-ASSOCIATED METHYLATION MARKS IS CURRENTLY UNKNOWN. IN THIS PILOT STUDY, WE CHARACTERIZED METHYLATION PROFILES IN > 450 000 CPG SITES IN 40 NON-SMOKING WOMEN (AGE 40-80) DIFFERENTIALLY EXPOSED TO ENVIRONMENTAL CD FROM THAILAND. BASED ON SPECIFIC GRAVITY ADJUSTED URINARY CD, WE CLASSIFIED THEM AS HIGH (HE) AND LOW (LE) EXPOSED AND AGE-MATCHED WITHIN 5 YEARS. URINARY CD WAS DEFINED AS BELOW 2 MICROG/L IN THE LE GROUP. WE PREDICTED EPIGENETIC AGE (DNAM-AGE) USING TWO PUBLISHED METHODS BY HORVATH AND HANNUM AND EXAMINED THE DIFFERENCE BETWEEN EPIGENETIC AGE AND CHRONOLOGIC AGE (DELTAAGE). WE ASSESSED DIFFERENCES BY CD EXPOSURE USING LINEAR MIXED MODELS ADJUSTED FOR ESTIMATED WHITE BLOOD CELL PROPORTIONS, BMI, AND URINARY CREATININE. WE IDENTIFIED 213 AGE-ASSOCIATED CPG SITES IN OUR POPULATION (P < 10(-4)). COUNTERINTUITIVELY, THE MEAN DELTAAGE WAS SMALLER IN HE VS. LE (HANNUM: 3.6 VS. 7.6 YEARS, P = 0.0093; HORVATH: 2.4 VS. 4.5 YEARS, P = 0.1308). THE CD EXPOSED GROUP WAS ASSOCIATED WITH CHANGES IN METHYLATION (P < 0.05) AT 12, 8, AND 20 AGE-ASSOCIATED SITES IDENTIFIED IN OUR POPULATION, HANNUM, AND HORVATH. FROM THE RESULTS OF THIS PILOT STUDY, ELEVATED CD EXPOSURE IS ASSOCIATED WITH METHYLATION CHANGES AT AGE-ASSOCIATED SITES AND SMALLER DIFFERENCES BETWEEN DNAM-AGE AND CHRONOLOGIC AGE, IN CONTRAST TO EXPECTED AGE-ACCELERATING EFFECTS. CD MAY MODIFY EPIGENETIC AGING, AND BIOMARKERS OF AGING WARRANT FURTHER INVESTIGATION WHEN EXAMINING CD AND ITS RELATIONSHIP WITH CHRONIC DISEASE AND MORTALITY.	2017	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
18   648  34 BIRTH WEIGHT AND MATERNAL ENERGY STATUS DURING PREGNANCY AS PREDICTORS OF EPIGENETIC AGE ACCELERATION IN YOUNG ADULTS FROM METROPOLITAN CEBU, PHILIPPINES. EPIGENETIC CLOCKS QUANTIFY REGULAR CHANGES IN DNA METHYLATION THAT OCCUR WITH AGE, OR IN RELATION TO BIOMARKERS OF AGEING, AND ARE STRONG PREDICTORS OF MORBIDITY AND MORTALITY. HERE, WE ASSESS WHETHER MEASURES OF FETAL NUTRITION AND GROWTH THAT PREDICT ADULT CHRONIC DISEASE ALSO PREDICT ACCELERATED BIOLOGICAL AGEING IN YOUNG ADULTHOOD USING A SUITE OF COMMONLY USED EPIGENETIC CLOCKS. DATA COME FROM THE CEBU LONGITUDINAL HEALTH AND NUTRITION SURVEY (CLHNS), A LONG-RUNNING COHORT FOLLOWED SINCE BIRTH IN METROPOLITAN CEBU, PHILIPPINES. PAST WORK HAS SHOWN THAT BIRTH WEIGHT (BW) AND THE MOTHER'S ARM FAT DURING PREGNANCY (A MEASURE OF PREGNANCY ENERGY STATUS) RELATE INVERSELY TO HEALTH OUTCOMES IN THE CLHNS BUT PRIMARILY IN MALES. GENOME-WIDE DNA METHYLATION WAS ASSESSED IN WHOLE BLOOD USING THE INFINIUM EPIC ARRAY. PARTICIPANTS INCLUDED MALES (N=895) AND FEMALES (N=803) MEASURED IN 2005 (20.8-22.5 YEARS). CLOCKS INCLUDED THE HANNUM AND HORVATH CLOCKS TRAINED ON CHRONOLOGICAL AGE, THE DNAMPHENOAGE AND DNAMGRIMAGE CLOCKS TRAINED ON CLINICAL BIOMARKERS, THE DUNEDIN PACE OF AGEING (DUNEDINPACE) CLOCK TRAINED ON LONGITUDINAL CHANGES IN AGEING BIOMARKERS, AND THE DNAMTL CLOCK TRAINED ON LEUKOCYTE TELOMERE LENGTH. IN MALES, LOWER BW PREDICTED ADVANCED BIOLOGICAL AGEING USING THE HANNUM, DNAMPHENOAGE, DUNEDINPOAM, AND DNAMTL CLOCKS. IN CONTRAST, BW DID NOT PREDICT ANY CLOCK IN FEMALE PARTICIPANTS. PARTICIPANTS' MOTHERS' PREGNANCY ARM FAT ONLY PREDICTED DNAMTL IN MALES. THESE FINDINGS SUGGEST THAT EPIGENETIC CLOCKS ARE A USEFUL TOOL FOR GAUGING LONG-TERM OUTCOMES PREDICTED BY FETAL GROWTH, AND ADD TO EXISTING EVIDENCE IN THE CLHNS FOR SEX DIFFERENCES IN THESE RELATIONSHIPS.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
19   176  32 ACCELERATED DNA METHYLATION AGE AND MEDICATION USE AMONG AFRICAN AMERICANS. DNA METHYLATION AGE ACCELERATION, THE DISCREPANCY BETWEEN EPIGENETIC AGE AND CHRONOLOGICAL AGE, IS ASSOCIATED WITH MORTALITY AND CHRONIC DISEASES, INCLUDING DIABETES, HYPERTENSION, AND HYPERLIPIDEMIA. IN THIS STUDY, WE INVESTIGATE WHETHER MEDICATIONS COMMONLY USED TO TREAT THESE DISEASES IN 15 DRUG CATEGORIES ARE ASSOCIATED WITH FOUR EPIGENETIC AGE ACCELERATION MEASURES: HORVATHAGE ACCELERATION (HORVATHAA), HANNUMAGE ACCELERATION (HANNUMAA), PHENOAGE ACCELERATION, AND GRIMAGE ACCELERATION (GRIMAA) USING CROSS-SECTIONAL (PHASE 1, N=1,100) AND LONGITUDINAL (PHASES 1 AND 2, N=266) DATA FROM AFRICAN AMERICANS IN THE GENETIC EPIDEMIOLOGY NETWORK OF ARTERIOPATHY (GENOA) STUDY. IN CROSS-SECTIONAL ANALYSES, THE USE OF CALCIUM CHANNEL BLOCKERS WAS ASSOCIATED WITH 1.27 YEARS LOWER HANNUMAA AFTER ADJUSTING FOR COVARIATES INCLUDING HYPERTENSION (P=0.001). LONGITUDINAL ANALYSES SHOWED THAT, COMPARED TO THOSE WHO NEVER USED ANTIHYPERTENSIVES, THOSE WHO STARTED TO TAKE ANTIHYPERTENSIVES AFTER PHASE 1 HAD A 0.97-YEAR DECREASE IN GRIMAA (P=0.007). IN ADDITION, COMPARED TO THOSE WHO NEVER USED NSAID ANALGESICS, THOSE WHO STARTED TO TAKE THEM AFTER PHASE 1 HAD A 2.61-YEAR INCREASE IN HORVATHAA (P=0.0005). OUR STUDY DEMONSTRATES THAT THREE COMMONLY USED MEDICATIONS ARE ASSOCIATED WITH DNAM AGE ACCELERATION IN AFRICAN AMERICANS AND SHEDS LIGHT ON THE POTENTIAL EPIGENETIC EFFECTS OF PHARMACEUTICALS ON AGING AT THE CELLULAR LEVEL.	2021	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
20  4691  45 NEWBORNS OF OBESE PARENTS HAVE ALTERED DNA METHYLATION PATTERNS AT IMPRINTED GENES. BACKGROUND: SEVERAL EPIDEMIOLOGIC STUDIES HAVE DEMONSTRATED ASSOCIATIONS BETWEEN PERICONCEPTIONAL ENVIRONMENTAL EXPOSURES AND HEALTH STATUS OF THE OFFSPRING IN LATER LIFE. ALTHOUGH THESE ENVIRONMENTALLY RELATED EFFECTS HAVE BEEN ATTRIBUTED TO EPIGENETIC CHANGES, SUCH AS DNA METHYLATION SHIFTS AT IMPRINTED GENES, LITTLE IS KNOWN ABOUT THE POTENTIAL EFFECTS OF MATERNAL AND PATERNAL PRECONCEPTIONAL OVERNUTRITION OR OBESITY. OBJECTIVE: WE EXAMINED PARENTAL PRECONCEPTIONAL OBESITY IN RELATION TO DNA METHYLATION PROFILES AT MULTIPLE HUMAN IMPRINTED GENES IMPORTANT IN NORMAL GROWTH AND DEVELOPMENT, SUCH AS: MATERNALLY EXPRESSED GENE 3 (MEG3), MESODERM-SPECIFIC TRANSCRIPT (MEST), PATERNALLY EXPRESSED GENE 3 (PEG3), PLEIOMORPHIC ADENOMA GENE-LIKE 1 (PLAGL1), EPSILON SARCOGLYCAN AND PATERNALLY EXPRESSED GENE 10 (SGCE/PEG10) AND NEURONATIN (NNAT). METHODS: WE MEASURED METHYLATION PERCENTAGES AT THE DIFFERENTIALLY METHYLATED REGIONS (DMRS) BY BISULFITE PYROSEQUENCING IN DNA EXTRACTED FROM UMBILICAL CORD BLOOD LEUKOCYTES OF 92 NEWBORNS. PRECONCEPTIONAL OBESITY, DEFINED AS BMI ?30 KG M(-2), WAS ASCERTAINED THROUGH STANDARDIZED QUESTIONNAIRES. RESULTS: AFTER ADJUSTING FOR POTENTIAL CONFOUNDERS AND CLUSTER EFFECTS, PATERNAL OBESITY WAS SIGNIFICANTLY ASSOCIATED WITH LOWER METHYLATION LEVELS AT THE MEST (BETA=-2.57; S.E.=0.95; P=0.008), PEG3 (BETA=-1.71; S.E.=0.61; P=0.005) AND NNAT (BETA=-3.59; S.E.=1.76; P=0.04) DMRS. CHANGES RELATED TO MATERNAL OBESITY DETECTED AT OTHER LOCI WERE AS FOLLOWS: BETA-COEFFICIENT WAS +2.58 (S.E.=1.00; P=0.01) AT THE PLAGL1 DMR AND -3.42 (S.E.=1.69; P=0.04) AT THE MEG3 DMR. CONCLUSION: WE FOUND ALTERED METHYLATION OUTCOMES AT MULTIPLE IMPRINT REGULATORY REGIONS IN CHILDREN BORN TO OBESE PARENTS, COMPARED WITH CHILDREN BORN TO NON-OBESE PARENTS. IN SPITE OF THE SMALL SAMPLE SIZE, OUR DATA SUGGEST A PRECONCEPTIONAL INFLUENCE OF PARENTAL LIFE-STYLE OR OVERNUTRITION ON THE (RE)PROGRAMMING OF IMPRINT MARKS DURING GAMETOGENESIS AND EARLY DEVELOPMENT. MORE SPECIFICALLY, THE SIGNIFICANT AND INDEPENDENT ASSOCIATION BETWEEN PATERNAL OBESITY AND THE OFFSPRING'S METHYLATION STATUS SUGGESTS THE SUSCEPTIBILITY OF THE DEVELOPING SPERM FOR ENVIRONMENTAL INSULTS. THE ACQUIRED IMPRINT INSTABILITY MAY BE CARRIED ONTO THE NEXT GENERATION AND INCREASE THE RISK FOR CHRONIC DISEASES IN ADULTHOOD.	2015