Browsing by Author "Hoyo, Cathrine"
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Item Open Access AHRR Hypomethylation mediates the association between maternal smoking and metabolic profiles in children.(Hepatology communications, 2023-10) Vidal, Adriana C; Chandramouli, Shivram A; Marchesoni, Joddy; Brown, Nia; Liu, Yukun; Murphy, Susan K; Maguire, Rachel; Wang, Yaxu; Abdelmalek, Manal F; Mavis, Alisha M; Bashir, Mustafa R; Jima, Dereje; Skaar, David A; Hoyo, Cathrine; Moylan, Cynthia ABackground
Tobacco smoking during pregnancy is associated with metabolic dysfunction in children, but mechanistic insights remain limited. Hypomethylation of cg05575921 in the aryl hydrocarbon receptor repressor (AHRR) gene is associated with in utero tobacco smoke exposure. In this study, we evaluated whether AHRR hypomethylation mediates the association between maternal smoking and metabolic dysfunction in children.Methods
We assessed metabolic dysfunction using liver fat content (LFC), serum, and clinical data in children aged 7-12 years (n=78) followed since birth. Maternal smoking was self-reported at 12 weeks gestation. Methylation was measured by means of pyrosequencing at 3 sequential CpG sites, including cg05575921, at birth and at ages 7-12. Regression models were used to evaluate whether AHRR methylation mediated the association between maternal smoking and child metabolic dysfunction.Results
Average AHRR methylation at birth was significantly higher among children of nonsmoking mothers compared with children of mothers who smoked (69.8% ± 4.4% vs. 63.5% ± 5.5, p=0.0006). AHRR hypomethylation at birth was associated with higher liver fat content (p=0.01), triglycerides (p=0.01), and alanine aminotransferase levels (p=0.03), and lower HDL cholesterol (p=0.01) in childhood. AHRR hypomethylation significantly mediated associations between maternal smoking and liver fat content (indirect effect=0.213, p=0.018), triglycerides (indirect effect=0.297, p=0.044), and HDL cholesterol (indirect effect = -0.413, p=0.007). AHRR methylation in childhood (n=78) was no longer significantly associated with prenatal smoke exposure or child metabolic parameters (p>0.05).Conclusions
AHRR hypomethylation significantly mediates the association between prenatal tobacco smoke exposure and features of childhood metabolic dysfunction, despite the lack of persistent hypomethylation of AHRR into childhood. Further studies are needed to replicate these findings and to explore their causal and long-term significance.Item Open Access An epigenome-wide association study of child appetitive traits and DNA methylation.(Appetite, 2023-10) Harris, Holly A; Friedman, Chloe; Starling, Anne P; Dabelea, Dana; Johnson, Susan L; Fuemmeler, Bernard F; Jima, Dereje; Murphy, Susan K; Hoyo, Cathrine; Jansen, Pauline W; Felix, Janine F; Mulder, Rosa HThe etiology of childhood appetitive traits is poorly understood. Early-life epigenetic processes may be involved in the developmental programming of appetite regulation in childhood. One such process is DNA methylation (DNAm), whereby a methyl group is added to a specific part of DNA, where a cytosine base is next to a guanine base, a CpG site. We meta-analyzed epigenome-wide association studies (EWASs) of cord blood DNAm and early-childhood appetitive traits. Data were from two independent cohorts: the Generation R Study (n = 1,086, Rotterdam, the Netherlands) and the Healthy Start study (n = 236, Colorado, USA). DNAm at autosomal methylation sites in cord blood was measured using the Illumina Infinium HumanMethylation450 BeadChip. Parents reported on their child's food responsiveness, emotional undereating, satiety responsiveness and food fussiness using the Children's Eating Behaviour Questionnaire at age 4-5 years. Multiple regression models were used to examine the association of DNAm (predictor) at the individual site- and regional-level (using DMRff) with each appetitive trait (outcome), adjusting for covariates. Bonferroni-correction was applied to adjust for multiple testing. There were no associations of DNAm and any appetitive trait when examining individual CpG-sites. However, when examining multiple CpGs jointly in so-called differentially methylated regions, we identified 45 associations of DNAm with food responsiveness, 7 associations of DNAm with emotional undereating, 13 associations of DNAm with satiety responsiveness, and 9 associations of DNAm with food fussiness. This study shows that DNAm in the newborn may partially explain variation in appetitive traits expressed in early childhood and provides preliminary support for early programming of child appetitive traits through DNAm. Investigating differential DNAm associated with appetitive traits could be an important first step in identifying biological pathways underlying the development of these behaviors.Item Open Access Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude.(Clinical epigenetics, 2023-09) Kadalayil, Latha; Alam, Md Zahangir; White, Cory Haley; Ghantous, Akram; Walton, Esther; Gruzieva, Olena; Merid, Simon Kebede; Kumar, Ashish; Roy, Ritu P; Solomon, Olivia; Huen, Karen; Eskenazi, Brenda; Rzehak, Peter; Grote, Veit; Langhendries, Jean-Paul; Verduci, Elvira; Ferre, Natalia; Gruszfeld, Darek; Gao, Lu; Guan, Weihua; Zeng, Xuehuo; Schisterman, Enrique F; Dou, John F; Bakulski, Kelly M; Feinberg, Jason I; Soomro, Munawar Hussain; Pesce, Giancarlo; Baiz, Nour; Isaevska, Elena; Plusquin, Michelle; Vafeiadi, Marina; Roumeliotaki, Theano; Langie, Sabine AS; Standaert, Arnout; Allard, Catherine; Perron, Patrice; Bouchard, Luigi; van Meel, Evelien R; Felix, Janine F; Jaddoe, Vincent WV; Yousefi, Paul D; Ramlau-Hansen, Cecilia H; Relton, Caroline L; Tobi, Elmar W; Starling, Anne P; Yang, Ivana V; Llambrich, Maria; Santorelli, Gillian; Lepeule, Johanna; Salas, Lucas A; Bustamante, Mariona; Ewart, Susan L; Zhang, Hongmei; Karmaus, Wilfried; Röder, Stefan; Zenclussen, Ana Claudia; Jin, Jianping; Nystad, Wenche; Page, Christian M; Magnus, Maria; Jima, Dereje D; Hoyo, Cathrine; Maguire, Rachel L; Kvist, Tuomas; Czamara, Darina; Räikkönen, Katri; Gong, Tong; Ullemar, Vilhelmina; Rifas-Shiman, Sheryl L; Oken, Emily; Almqvist, Catarina; Karlsson, Robert; Lahti, Jari; Murphy, Susan K; Håberg, Siri E; London, Stephanie; Herberth, Gunda; Arshad, Hasan; Sunyer, Jordi; Grazuleviciene, Regina; Dabelea, Dana; Steegers-Theunissen, Régine PM; Nohr, Ellen A; Sørensen, Thorkild IA; Duijts, Liesbeth; Hivert, Marie-France; Nelen, Vera; Popovic, Maja; Kogevinas, Manolis; Nawrot, Tim S; Herceg, Zdenko; Annesi-Maesano, Isabella; Fallin, M Daniele; Yeung, Edwina; Breton, Carrie V; Koletzko, Berthold; Holland, Nina; Wiemels, Joseph L; Melén, Erik; Sharp, Gemma C; Silver, Matt J; Rezwan, Faisal I; Holloway, John WBackground
Seasonal variations in environmental exposures at birth or during gestation are associated with numerous adult traits and health outcomes later in life. Whether DNA methylation (DNAm) plays a role in the molecular mechanisms underlying the associations between birth season and lifelong phenotypes remains unclear.Methods
We carried out epigenome-wide meta-analyses within the Pregnancy And Childhood Epigenetic Consortium to identify associations of DNAm with birth season, both at differentially methylated probes (DMPs) and regions (DMRs). Associations were examined at two time points: at birth (21 cohorts, N = 9358) and in children aged 1-11 years (12 cohorts, N = 3610). We conducted meta-analyses to assess the impact of latitude on birth season-specific associations at both time points.Results
We identified associations between birth season and DNAm (False Discovery Rate-adjusted p values < 0.05) at two CpGs at birth (winter-born) and four in the childhood (summer-born) analyses when compared to children born in autumn. Furthermore, we identified twenty-six differentially methylated regions (DMR) at birth (winter-born: 8, spring-born: 15, summer-born: 3) and thirty-two in childhood (winter-born: 12, spring and summer: 10 each) meta-analyses with few overlapping DMRs between the birth seasons or the two time points. The DMRs were associated with genes of known functions in tumorigenesis, psychiatric/neurological disorders, inflammation, or immunity, amongst others. Latitude-stratified meta-analyses [higher (≥ 50°N), lower (< 50°N, northern hemisphere only)] revealed differences in associations between birth season and DNAm by birth latitude. DMR analysis implicated genes with previously reported links to schizophrenia (LAX1), skin disorders (PSORS1C, LTB4R), and airway inflammation including asthma (LTB4R), present only at birth in the higher latitudes (≥ 50°N).Conclusions
In this large epigenome-wide meta-analysis study, we provide evidence for (i) associations between DNAm and season of birth that are unique for the seasons of the year (temporal effect) and (ii) latitude-dependent variations in the seasonal associations (spatial effect). DNAm could play a role in the molecular mechanisms underlying the effect of birth season on adult health outcomes.Item Open Access Association between PEG3 DNA methylation and high-grade cervical intraepithelial neoplasia.(Infectious agents and cancer, 2021-06) Bosire, Claire; Vidal, Adriana C; Smith, Jennifer S; Jima, Dereje; Huang, Zhiqing; Skaar, David; Valea, Fidel; Bentley, Rex; Gradison, Margaret; Yarnall, Kimberly SH; Ford, Anne; Overcash, Francine; Murphy, Susan K; Hoyo, CathrineBackground
Epigenetic mechanisms are hypothesized to contribute substantially to the progression of cervical intraepithelial neoplasia (CIN) to cervical cancer, although empirical data are limited.Methods
Women (n = 419) were enrolled at colposcopic evaluation at Duke Medical Center in Durham, North Carolina. Human papillomavirus (HPV) was genotyped by HPV linear array and CIN grade was ascertained by biopsy pathologic review. DNA methylation was measured at differentially methylated regions (DMRs) regulating genomic imprinting of the IGF2/H19, IGF2AS, MESTIT1/MEST, MEG3, PLAGL1/HYMAI, KvDMR and PEG10, PEG3 imprinted domains, using Sequenom-EpiTYPER assays. Logistic regression models were used to evaluate the associations between HPV infection, DMR methylation and CIN risk overall and by race.Results
Of the 419 participants, 20 had CIN3+, 52 had CIN2, and 347 had ≤ CIN1 (CIN1 and negative histology). The median participant age was 28.6 (IQR:11.6) and 40% were African American. Overall, we found no statistically significant association between altered methylation in selected DMRs and CIN2+ compared to ≤CIN1. Similarly, there was no significant association between DMR methylation and CIN3+ compared to ≤CIN2. Restricting the outcome to CIN2+ cases that were HR-HPV positive and p16 staining positive, we found a significant association with PEG3 DMR methylation (OR: 1.56 95% CI: 1.03-2.36).Conclusions
While the small number of high-grade CIN cases limit inferences, our findings suggest an association between altered DNA methylation at regulatory regions of PEG3 and high grade CIN in high-risk HPV positive cases.Item Open Access Association of cord blood methylation fractions at imprinted insulin-like growth factor 2 (IGF2), plasma IGF2, and birth weight.(Cancer causes & control : CCC, 2012-04) Hoyo, Cathrine; Fortner, Kimberly; Murtha, Amy P; Schildkraut, Joellen M; Soubry, Adelheid; Demark-Wahnefried, Wendy; Jirtle, Randy L; Kurtzberg, Joanne; Forman, Michele R; Overcash, Francine; Huang, Zhiqing; Murphy, Susan KPurpose
Altered methylation at Insulin-like Growth Factor 2 (IGF2) regulatory regions has previously been associated with obesity, and several malignancies including colon, esophageal, and prostate adenocarcinomas, presumably via changes in expression and/or loss of imprinting, but the functional significance of these DNA methylation marks have not been demonstrated in humans. We examined associations among DNA methylation at IGF2 differentially methylated regions (DMRs), circulating IGF2 protein concentrations in umbilical cord blood (UCB) and birth weight in newborns.Methods
Questionnaire data were obtained from 300 pregnant women recruited between 2005 and 2009. UCB DNA methylation was measured by bisulfite pyrosequencing. UCB plasma concentrations of soluble IGF2 were measured by ELISA assays. Generalized linear regression models were used to examine the relationship between DMR methylation and IGF2 levels.Results
Lower IGF2 DMR methylation was associated with elevated plasma IGF2 protein concentrations (β = -9.87, p < 0.01); an association that was stronger in infants born to obese women (pre-pregnancy BMI > 30 kg/m(2), β = -20.21, p < 0.0001). Elevated IGF2 concentrations were associated with higher birth weight (p < 0.0001) after adjusting for maternal race/ethnicity, pre-pregnancy BMI, cigarette smoking, gestational diabetes, and infant sex. These patterns of association were not apparent at the H19 DMR.Conclusion
Our data suggest that variation in IGF2 DMR methylation is an important mechanism by which circulating IGF2 concentrations, a putative risk factor for obesity and cancers of the colon, esophagus, and prostate, are modulated; associations that may depend on pre-pregnancy obesity.Item Open Access Association of maternal prenatal copper concentration with gestational duration and preterm birth: a multicountry meta-analysis.(The American journal of clinical nutrition, 2024-01) Monangi, Nagendra K; Xu, Huan; Fan, Yue-Mei; Khanam, Rasheeda; Khan, Waqasuddin; Deb, Saikat; Pervin, Jesmin; Price, Joan T; Kaur, Lovejeet; INTERBIO-21st Study Consortium; Al Mahmud, Abdullah; Thanh, Le Quang; Care, Angharad; Landero, Julio A; Combs, Gerald F; Belling, Elizabeth; Chappell, Joanne; Chen, Jing; Kong, Fansheng; Lacher, Craig; Ahmed, Salahuddin; Chowdhury, Nabidul Haque; Rahman, Sayedur; Kabir, Furqan; Nisar, Imran; Hotwani, Aneeta; Mehmood, Usma; Nizar, Ambreen; Khalid, Javairia; Dhingra, Usha; Dutta, Arup; Ali, Said Mohamed; Aftab, Fahad; Juma, Mohammed Hamad; Rahman, Monjur; Ahmed, Tahmeed; Islam, M Munirul; Vwalika, Bellington; Musonda, Patrick; Ashorn, Ulla; Maleta, Kenneth; Hallman, Mikko; Goodfellow, Laura; Gupta, Juhi K; Alfirevic, Ana; Murphy, Susan K; Rand, Larry; Ryckman, Kelli K; Murray, Jeffrey C; Bahl, Rajiv; Litch, James A; Baruch-Gravett, Courtney; Sopory, Shailaja; Chandra Mouli Natchu, Uma; Kumar, Pavitra V; Kumari, Neha; Thiruvengadam, Ramachandran; Singh, Atul Kumar; Kumar, Pankaj; GARBH-Ini study team; Alfirevic, Zarko; Baqui, Abdullah H; Bhatnagar, Shinjini; Hirst, Jane E; Hoyo, Cathrine; Jehan, Fyezah; Jelliffe-Pawlowski, Laura; Rahman, Anisur; Roth, Daniel E; Sazawal, Sunil; Stringer, Jeffrey SA; Ashorn, Per; Zhang, Ge; Muglia, Louis JBackground
Copper (Cu), an essential trace mineral regulating multiple actions of inflammation and oxidative stress, has been implicated in risk for preterm birth (PTB).Objectives
This study aimed to determine the association of maternal Cu concentration during pregnancy with PTB risk and gestational duration in a large multicohort study including diverse populations.Methods
Maternal plasma or serum samples of 10,449 singleton live births were obtained from 18 geographically diverse study cohorts. Maternal Cu concentrations were determined using inductively coupled plasma mass spectrometry. The associations of maternal Cu with PTB and gestational duration were analyzed using logistic and linear regressions for each cohort. The estimates were then combined using meta-analysis. Associations between maternal Cu and acute-phase reactants (APRs) and infection status were analyzed in 1239 samples from the Malawi cohort.Results
The maternal prenatal Cu concentration in our study samples followed normal distribution with mean of 1.92 μg/mL and standard deviation of 0.43 μg/mL, and Cu concentrations increased with gestational age up to 20 wk. The random-effect meta-analysis across 18 cohorts revealed that 1 μg/mL increase in maternal Cu concentration was associated with higher risk of PTB with odds ratio of 1.30 (95% confidence interval [CI]: 1.08, 1.57) and shorter gestational duration of 1.64 d (95% CI: 0.56, 2.73). In the Malawi cohort, higher maternal Cu concentration, concentrations of multiple APRs, and infections (malaria and HIV) were correlated and associated with greater risk of PTB and shorter gestational duration.Conclusions
Our study supports robust negative association between maternal Cu and gestational duration and positive association with risk for PTB. Cu concentration was strongly correlated with APRs and infection status suggesting its potential role in inflammation, a pathway implicated in the mechanisms of PTB. Therefore, maternal Cu could be used as potential marker of integrated inflammatory pathways during pregnancy and risk for PTB.Item Open Access Associations between birth and one year anthropometric measurements and IGF2 and IGF2R genetic variants in African American and Caucasian American infants.(Journal of pediatric genetics, 2013-01) Vidal, Adriana C; Overcash, Francine; Murphy, Susan K; Murtha, Amy P; Schildkraut, Joellen M; Forman, Michele R; Demark-Wahnefried, Wendy; Kurtzberg, Joanne; Skaar, David; Jirtle, Randy L; Hoyo, CathrineInsulin-like growth factor 2 receptor (IGF2R) and insulin-like growth factor 2 (IGF2) genetic variants have been inconsistently associated with low birth weight and birth length in Caucasian and Asian infants, however few studies have included African Americans (AA). Generalized linear models and logistic regression models were used to examine associations between IGF2R single nucleotide polymorphisms (SNP) rs629849 and rs8191754, and IGF2 SNP rs680 and infant anthropometric measurements, in a racially diverse birth cohort in Durham County, North Carolina. Caucasian American (CA) carriers of the IGF2R SNP rs629849 were heavier (P = 0.02) and longer (P = 0.003) at birth, however body size at age 1 yr was similar to that of AA. Birth length significantly differed between carriers and non-carriers of the IGF2 rs680 variant in both AA (P = 0.04) and CA infants (P = 0.03). Both AA and CA carriers were 1 cm shorter at birth compared to non-carriers. We found no evidence for an association between rs8191754 and infant anthropometric measurements. Associations between SNPs andone year weight gain were only observed for rs680; CA infant carriers of rs680 variants weighed less than non-carriers at year one (P = 0.03); however, no associations were found in AA infants at year one. Larger studies using ancestral markers are required to disentangle these associations.Item Open Access Associations between Intake of Folate, Methionine, and Vitamins B-12, B-6 and Prostate Cancer Risk in American Veterans.(J Cancer Epidemiol, 2012) Vidal, Adriana C; Grant, Delores J; Williams, Christina D; Masko, Elizabeth; Allott, Emma H; Shuler, Kathryn; McPhail, Megan; Gaines, Alexis; Calloway, Elizabeth; Gerber, Leah; Chi, Jen-Tsan; Freedland, Stephen J; Freedland, Stephen J; Hoyo, CathrineProstate cancer (PC) is the second leading cause of cancer death in men. Recent reports suggest that excess of nutrients involved in the one-carbon metabolism pathway increases PC risk; however, empirical data are lacking. Veteran American men (272 controls and 144 PC cases) who attended the Durham Veteran American Medical Center between 2004-2009 were enrolled into a case-control study. Intake of folate, vitamin B12, B6, and methionine were measured using a food frequency questionnaire. Regression models were used to evaluate the association among one-carbon cycle nutrients, MTHFR genetic variants, and prostate cancer. Higher dietary methionine intake was associated with PC risk (OR = 2.1; 95%CI 1.1-3.9) The risk was most pronounced in men with Gleason sum <7 (OR = 2.75; 95%CI 1.32- 5.73). The association of higher methionine intake and PC risk was only apparent in men who carried at least one MTHFR A1298C allele (OR = 6.7; 95%CI = 1.6-27.8), compared to MTHFR A1298A noncarrier men (OR = 0.9; 95%CI = 0.24-3.92) (p-interaction = 0.045). There was no evidence for associations between B vitamins (folate, B12, and B6) and PC risk. Our results suggest that carrying the MTHFR A1298C variants modifies the association between high methionine intake and PC risk. Larger studies are required to validate these findings.Item Open Access Distribution of HPV genotypes in cervical intraepithelial lesions and cervical cancer in Tanzanian women.(Infect Agent Cancer, 2011-11-14) Vidal, Adriana C; Murphy, Susan K; Hernandez, Brenda Y; Vasquez, Brandi; Bartlett, John A; Oneko, Olola; Mlay, Pendo; Obure, Joseph; Overcash, Francine; Smith, Jennifer S; van der Kolk, Mike; Hoyo, CathrineBACKGROUND: Infection with human papillomavirus (HPV) is associated with uterine cervical intraepithelial neoplasia (CIN) and invasive cancers (ICC). Approximately 80% of ICC cases are diagnosed in under-developed countries. Vaccine development relies on knowledge of HPV genotypes characteristic of LSIL, HSIL and cancer; however, these genotypes remain poorly characterized in many African countries. To contribute to the characterization of HPV genotypes in Northeastern Tanzania, we recruited 215 women from the Reproductive Health Clinic at Kilimanjaro Christian Medical Centre. Cervical scrapes and biopsies were obtained for cytology and HPV DNA detection. RESULTS: 79 out of 215 (36.7%) enrolled participants tested positive for HPV DNA, with a large proportion being multiple infections (74%). The prevalence of HPV infection increased with lesion grade (14% in controls, 67% in CIN1 cases and 88% in CIN2-3). Among ICC cases, 89% had detectable HPV. Overall, 31 HPV genotypes were detected; the three most common HPV genotypes among ICC were HPV16, 35 and 45. In addition to these genotypes, co-infection with HPV18, 31, 33, 52, 58, 68 and 82 was found in 91% of ICC. Among women with CIN2-3, HPV53, 58 and 84/83 were the most common. HPV35, 45, 53/58/59 were the most common among CIN1 cases. CONCLUSIONS: In women with no evidence of cytological abnormalities, the most prevalent genotypes were HPV58 with HPV16, 35, 52, 66 and 73 occurring equally. Although numerical constraints limit inference, findings that 91% of ICC harbor only a small number of HPV genotypes suggests that prevention efforts including vaccine development or adjuvant screening should focus on these genotypes.Item Open Access DNA Methylation in Babies Born to Nonsmoking Mothers Exposed to Secondhand Smoke during Pregnancy: An Epigenome-Wide Association Study.(Environmental health perspectives, 2021-05-19) Fuemmeler, Bernard F; Dozmorov, Mikhail G; Do, Elizabeth K; Zhang, Junfeng Jim; Grenier, Carole; Huang, Zhiqing; Maguire, Rachel L; Kollins, Scott H; Hoyo, Cathrine; Murphy, Susan KBackground
Maternal smoking during pregnancy is related to altered DNA methylation in infant umbilical cord blood. The extent to which low levels of smoke exposure among nonsmoking pregnant women relates to offspring DNA methylation is unknown.Objective
This study sought to evaluate relationships between maternal prenatal plasma cotinine levels and DNA methylation in umbilical cord blood in newborns using the Infinium HumanMethylation 450K BeadChip.Methods
Participants from the Newborn Epigenetics Study cohort who reported not smoking during pregnancy had verified low levels of cotinine from maternal prenatal plasma (0 ng/mL to <4 ng/mL), and offspring epigenetic data from umbilical cord blood were included in this study (n=79). Multivariable linear regression models were fit to the data, controlling for cell proportions, age, race, education, and parity. Estimates represent changes in response to any 1-ng/mL unit increase in exposure.Results
Multivariable linear regression models yielded 29,049 CpGs that were differentially methylated in relation to increases in cotinine at a 5% false discovery rate. Top CpGs were within or near genes involved in neuronal functioning (PRKG1, DLGAP2, BSG), carcinogenesis (FHIT, HSPC157) and inflammation (AGER). Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses suggest cotinine was related to methylation of gene pathways controlling neuronal signaling, metabolic regulation, cell signaling and regulation, and cancer. Further, enhancers associated with transcription start sites were enriched in altered CpGs. Using an independent sample from the same study population (n=115), bisulfite pyrosequencing was performed with infant cord blood DNA for two genes within our top 20 hits (AGER and PRKG1). Results from pyrosequencing replicated epigenome results for PRKG1 (cg17079497, estimate=-1.09, standard error (SE)=0.45, p=0.018) but not for AGER (cg09199225; estimate=-0.16, SE=0.21, p=0.44).Discussion
Secondhand smoke exposure among nonsmoking women may alter DNA methylation in regions involved in development, carcinogenesis, and neuronal functioning. These novel findings suggest that even low levels of smoke exposure during pregnancy may be sufficient to alter DNA methylation in distinct sites of mixed umbilical cord blood leukocytes in pathways that are known to be altered in cord blood from pregnant active smokers. https://doi.org/10.1289/EHP8099.Item Open Access Effect of Prenatal Smoke Exposure on Birth Weight: The Moderating Role of Maternal Depressive Symptoms.(Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2018-12-24) Schechter, Julia; Do, Elizabeth K; Zhang, Junfeng Jim; Hoyo, Cathrine; Murphy, Susan K; Kollins, Scott H; Fuemmeler, BernardIntroduction:Both prenatal smoke exposure and depression have been linked to lower birth weight, a risk factor for morbidity and mortality. Few studies have looked at the interaction between these risk factors and none have used a biomarker to objectively measure prenatal smoke exposure. The current study sought to examine independent and interactive effects of cotinine and depression on birth weight. The effect of race was also explored. Method:Data were drawn from a prospective study of pregnant women (N=568) in the southeastern U.S. Maternal demographic, health information, depressive symptoms, and birth data were collected via self-report and medical record abstraction. Prenatal blood samples were assayed for cotinine. Results:Controlling for covariates, multiple regression analyses indicated that both cotinine and depressive symptoms independently predicted lower birth weight and a significant interaction was also observed. Upon probing the interaction, a negative association between cotinine levels and birth weight was found in the context of higher depression but not lower depression scores. Similarly, logistic regression analyses revealed a significant interaction between cotinine and depression, such that cotinine predicted having a baby < 2500 g among women who fell above the indicated cut-off score. African American women had the highest levels of cotinine and lowest weight babies; however, race was not a significant moderator. Conclusions:Results suggest prenatal smoke exposure has a greater negative effect on birth weight for women endorsing co-occurring depressive symptoms. Findings can inform targeted interventions and assist medical providers with identifying women at increased risk for poor perinatal outcomes. Implications:Despite the common occurrence of smoking during pregnancy and prenatal depression, the interaction between these risk factors on birth weight has rarely been examined. Further, the extant results have been mixed, likely due in part to difficulties in measurement. The current study was the first to use prenatal cotinine to assess bias-free, continuous levels of prenatal smoke exposure. Results indicate that prenatal cotinine was a significant predictor of birth weight only in the context of maternal depressive symptoms. These findings have important implications for mitigating negative perinatal outcomes for pregnant women and their children.Item Open Access Elevated C-peptide and insulin predict increased risk of colorectal adenomas in normal mucosa.(BMC Cancer, 2012-09-05) Vidal, Adriana C; Lund, Pauline Kay; Hoyo, Cathrine; Galanko, Joseph; Burcal, Lauren; Holston, Rachel; Massa, Berri; Omofoye, Oluwaseun; Sandler, Robert S; Keku, Temitope OBACKGROUND: Lower concentrations of the insulin-like growth factor binding protein-1 (IGFBP-1) and elevated concentrations of insulin or C-peptide have been associated with an increase in colorectal cancer risk (CRC). However few studies have evaluated IGFBP-1 and C-peptide in relation to adenomatous polyps, the only known precursor for CRC. METHODS: Between November 2001 and December 2002, we examined associations between circulating concentrations of insulin, C-peptide, IGFBP-1 and apoptosis among 190 individuals with one or more adenomatous polyps and 488 with no adenomatous polyps using logistic regression models. RESULTS: Individuals with the highest concentrations of C-peptide were more likely to have adenomas (OR = 2.2, 95% CI 1.4-4.0) than those with the lowest concentrations; associations that appeared to be stronger in men (OR = 4.4, 95% CI 1.7-10.9) than women. Individuals with high insulin concentrations also had a higher risk of adenomas (OR = 3.5, 95% CI 1.7-7.4), whereas higher levels of IGFBP-1 were associated with a reduced risk of adenomas in men only (OR = 0.3, 95% CI 0.1-0.7). Overweight and obese individuals with higher C-peptide levels (>1(st) Q) were at increased risk for lower apoptosis index (OR = 2.5, 95% CI 0.9-7.1), an association that remained strong in overweight and obese men (OR = 6.3, 95% CI 1.0-36.7). Higher levels of IGFBP-1 in overweight and obese individuals were associated with a reduced risk of low apoptosis (OR = 0.3, 95% CI 0.1-1.0). CONCLUSIONS: Associations between these peptides and the apoptosis index in overweight and obese individuals, suggest that the mechanism by which C-peptide could induce adenomas may include its anti-apoptotic properties. This study suggests that hyperinsulinemia and IGF hormones predict adenoma risk, and that outcomes associated with colorectal carcinogenesis maybe modified by gender.Item Open Access Epigenome-wide methylation and progression to high-grade cervical intraepithelial neoplasia (CIN2+): a prospective cohort study in the United States.(BMC cancer, 2023-11) Bukowski, Alexandra; Hoyo, Cathrine; Vielot, Nadja A; Graff, Misa; Kosorok, Michael R; Brewster, Wendy R; Maguire, Rachel L; Murphy, Susan K; Nedjai, Belinda; Ladoukakis, Efthymios; North, Kari E; Smith, Jennifer SBackground
Methylation levels may be associated with and serve as markers to predict risk of progression of precancerous cervical lesions. We conducted an epigenome-wide association study (EWAS) of CpG methylation and progression to high-grade cervical intraepithelial neoplasia (CIN2 +) following an abnormal screening test.Methods
A prospective US cohort of 289 colposcopy patients with normal or CIN1 enrollment histology was assessed. Baseline cervical sample DNA was analyzed using Illumina HumanMethylation 450K (n = 76) or EPIC 850K (n = 213) arrays. Participants returned at provider-recommended intervals and were followed up to 5 years via medical records. We assessed continuous CpG M values for 9 cervical cancer-associated genes and time-to-progression to CIN2+. We estimated CpG-specific time-to-event ratios (TTER) and hazard ratios using adjusted, interval-censored Weibull accelerated failure time models. We also conducted an exploratory EWAS to identify novel CpGs with false discovery rate (FDR) < 0.05.Results
At enrollment, median age was 29.2 years; 64.0% were high-risk HPV-positive, and 54.3% were non-white. During follow-up (median 24.4 months), 15 participants progressed to CIN2+. Greater methylation levels were associated with a shorter time-to-CIN2+ for CADM1 cg03505501 (TTER = 0.28; 95%CI 0.12, 0.63; FDR = 0.03) and RARB Cluster 1 (TTER = 0.46; 95% CI 0.29, 0.71; FDR = 0.01). There was evidence of similar trends for DAPK1 cg14286732, PAX1 cg07213060, and PAX1 Cluster 1. The EWAS detected 336 novel progression-associated CpGs, including those located in CpG islands associated with genes FGF22, TOX, COL18A1, GPM6A, XAB2, TIMP2, GSPT1, NR4A2, and APBB1IP.Conclusions
Using prospective time-to-event data, we detected associations between CADM1-, DAPK1-, PAX1-, and RARB-related CpGs and cervical disease progression, and we identified novel progression-associated CpGs.Impact
Methylation levels at novel CpG sites may help identify individuals with ≤CIN1 histology at higher risk of progression to CIN2+ and inform risk-based cervical cancer screening guidelines.Item Open Access Erythrocyte folate concentrations, CpG methylation at genomically imprinted domains, and birth weight in a multiethnic newborn cohort.(Epigenetics, 2014-08) Hoyo, Cathrine; Daltveit, Anne Kjersti; Iversen, Edwin; Benjamin-Neelon, Sara E; Fuemmeler, Bernard; Schildkraut, Joellen; Murtha, Amy P; Overcash, Francine; Vidal, Adriana C; Wang, Frances; Huang, Zhiqing; Kurtzberg, Joanne; Seewaldt, Victoria; Forman, Michele; Jirtle, Randy L; Murphy, Susan KEpigenetic mechanisms are proposed to link maternal concentrations of methyl group donor nutrients with the risk of low birth weight. However, empirical data are lacking. We have examined the association between maternal folate and birth weight and assessed the mediating role of DNA methylation at nine differentially methylated regions (DMRs) of genomically imprinted genes in these associations. Compared with newborns of women with folate levels in the lowest quartile, birth weight was higher in newborns of mothers in the second (β = 143.2, se = 63.2, P = 0.02), third (β = 117.3, se = 64.0, P = 0.07), and fourth (β = 133.9, se = 65.2, P = 0.04) quartiles, consistent with a threshold effect. This pattern of association did not vary by race/ethnicity but was more apparent in newborns of non-obese women. DNA methylation at the PLAGL1, SGCE, DLK1/MEG3 and IGF2/H19 DMRs was associated with maternal folate levels and also birth weight, suggestive of threshold effects. MEG3 DMR methylation mediated the association between maternal folate levels and birth weight (P =0.06). While the small sample size and partial scope of examined DMRs limit our conclusions, our data suggest that, with respect to birth weight, no additional benefits may be derived from increased maternal folate concentrations, especially in non-obese women. These data also support epigenetic plasticity as a key mechanistic response to folate availability during early fetal development.Item Open Access Folic acid supplementation before and during pregnancy in the Newborn Epigenetics STudy (NEST).(BMC public health, 2011-01-21) Hoyo, Cathrine; Murtha, Amy P; Schildkraut, Joellen M; Forman, Michele R; Calingaert, Brian; Demark-Wahnefried, Wendy; Kurtzberg, Joanne; Jirtle, Randy L; Murphy, Susan KBackground
Folic acid (FA) added to foods during fortification is 70-85% bioavailable compared to 50% of folate occurring naturally in foods. Thus, if FA supplements also are taken during pregnancy, both mother and fetus can be exposed to FA exceeding the Institute of Medicine's recommended tolerable upper limit (TUL) of 1,000 micrograms per day (μg/d) for adult pregnant women. The primary objective is to estimate the proportion of women taking folic acid (FA) doses exceeding the TUL before and during pregnancy, and to identify correlates of high FA use.Methods
During 2005-2008, pre-pregnancy and pregnancy-related data on dietary supplementation were obtained by interviewing 539 pregnant women enrolled at two obstetrics-care facilities in Durham County, North Carolina.Results
Before pregnancy, 51% of women reported FA supplementation and 66% reported this supplementation during pregnancy. Before pregnancy, 11.9% (95% CI = 9.2%-14.6%) of women reported supplementation with FA doses above the TUL of 1,000 μg/day, and a similar proportion reported this intake prenatally. Before pregnancy, Caucasian women were more likely to take FA doses above the TUL (OR = 2.99; 95% = 1.28-7.00), compared to African American women, while women with chronic conditions were less likely to take FA doses above the TUL (OR = 0.48; 95%CI = 0.21-0.97). Compared to African American women, Caucasian women were also more likely to report FA intake in doses exceeding the TUL during pregnancy (OR = 5.09; 95%CI = 2.07-12.49).Conclusions
Fifty-one percent of women reported some FA intake before and 66% during pregnancy, respectively, and more than one in ten women took FA supplements in doses that exceeded the TUL. Caucasian women were more likely to report high FA intake. A study is ongoing to identify possible genetic and non-genotoxic effects of these high doses.Item Open Access Health Disparities and Prostate Cancer: Can Educational Status, Race and Geographical Distance to Care Facilities Impact Risk and Severity on Initial Biopsy?(2013) Gaines, Alexis RuthIntroduction: Prostate Cancer (PC) screening has become a controversial topic both in the United States and abroad, stimulating debates surrounding who should and should not be screened. United States (USA) population-based studies have established a link between race and PC risk, but whether race predicts PC after adjusting for clinical characteristics is unclear. In Brazil, where cancer registries are limited, underprivileged men have limited access to both education and health care due to geographic barriers. Thus, we investigated the association between, educational status, geographic distance from screening site to follow-up care facility and non-compliance with having cancer, and, risk of low and high-grade PC in men undergoing initial prostate biopsy in equal access medical centers in the USA and Brazil.
Materials & Methods: In our first analysis, we conducted a retrospective record review of 887 men (49.1% black, 50.9% white) from the Durham Veterans Affairs Medical Center (DVAMC) who underwent initial prostate biopsy between 2001 and 2009. Multivariable logistic regression analysis of race and biopsy outcome was conducted adjusting for age, body mass index (BMI), number of cores taken, prostate specific antigen (PSA), and digital rectal exam (DRE) findings. Multinomial logistic regression was used to test the association between black race and PC grade (Gleason <7 vs. >7). Our second analysis used data from the Barretos Cancer Hospital (BCH) screening study, another retrospective record review of 1,561 men who were recommended to prostate biopsy after obtaining an initial screen on the medical mobile units between 2004 and 2007. Multivariable logistic regression analysis of geographic distance from screening site to BCH (km), maximum level of education achieved, and risk of non-compliance was performed adjusting for age and calendar year of biopsy. Among those who complied with biopsy recommendations and received a biopsy (n=850), multivariable logistic regression analyses were conducted to test the association between geographic distance, educational achievement and having PC. Of those men with PC, a multinomial logistic regression test was used to evaluate the association between geographic distance, educational attainment and risk of low and high-grade PC (Gleason <7 vs. >7).
Results: In the DVAMC study, Black men were younger at biopsy (median: 61 vs. 65 years, p<0.001), and had a higher pre-biopsy total PSA (tPSA, median: 6.6 vs. 5.8ng/ml, p=0.001) than white men. A total of 499 (56.3%) men had PC on biopsy (245 low-grade; 254 high-grade). In multivariable analyses, black race was significantly predictive of PC overall (odds ratio, [OR]: 1.50, 1.12 - 2.00, p=0.006), and high-grade PC (relative risk ratio [RRR]: 1.84, 1.28 - 2.66, p=0.001), but was not significantly associated with low-grade PC (RRR: 1.29, 0.92 - 1.80, p=0.139). In the BCH studies, non-compliant men were older at initial screen (median: 68 vs. 66 years, p<0.001), had a higher tPSA (median: 4.90 vs. 4.2 ng/mL, 0<0.001), were less likely to have an abnormal DRE (19.5% vs. 33.4%, p<0.001), had less education (low education: illiterate or incomplete primary, vs. high education: complete primary, high school or college, 1,402 vs. 159, p=0.14, data not shown) and were more likely to live more than 500km from BCH (66.3% vs. 19.6%, p<0.001) when compared to men who complied with biopsy recommendations. On crude and multivariable analyses, non-compliance was significantly associated with increased distance from screening site to BCH relative to traveling less than 250km for care (250-500km: OR: 2.00, 500-1000km: OR: 5.88, >1000 km: OR: 15.98, p<0.001). On crude and multivariable analysis, increased educational attainment relative to being illiterate had a protective association with non-compliance (incomplete primary: OR: 0.53, complete primary: OR: 0.33, p<0.001, high school + college: OR: 0.87, p=0.64). Of the screened men who were recommended to and had an initial biopsy, 320 men had cancer (207 low-grade, 113 high-grade). Stratified by educational status, illiterate men were older at biopsy (median: 69 vs. 65 vs. 64 vs. 58 years, p<0.001), and had a higher tPSA at screening (median: 6.04 vs. 4.47 vs. 4.73 vs. 4.16, p=0.001). There were no differences, based on education, distance from screen site to Barretos (p=0.43), year of screening (p=0.08), number of abnormal DREs (p=0.42) or family history of cancer, especially PC (p=0.07). Before biopsy, confirmatory median tPSA was 7 (IQR: 4 - 16 ng/mL). With respect to PC on initial biopsy, there was no association between distance from screening site to BCH (relative to < 250km) and increased education achievement. On multinomial analysis, educational achievement showed an association with neither low nor high-grade cancer relative to no cancer. There was no association between increased distance and low-grade PC. There was no association between traveling 500-1000km (p=0.96) or >1000km (p=0.15) and high-grade cancer; however, there was a significant association between traveling 250-500km relative to <250km and high-grade PC risk (RRR: 2.44, 95% p=0.04).
Conclusion: In a USA-based equal access health care facility, black race was associated with greater risk of PC detection on initial biopsy and of high-grade cancer after adjusting for clinical characteristics. In Brazil, where cancer data are limited, education and geographic distance from point of screening to care facility are not associated with having PC on biopsy or biopsy grade. Distance was, however, significantly associated with risk of non-compliance after primary screen. Thus, additional investigation of mechanisms linking black race and PC risk and PC aggressiveness is needed.
Item Open Access HPV genotypes and cervical intraepithelial neoplasia in a multiethnic cohort in the southeastern USA.(Cancer causes & control : CCC, 2014-08) Vidal, Adriana C; Smith, Jennifer S; Valea, Fidel; Bentley, Rex; Gradison, Maggie; Yarnall, Kimberly SH; Ford, Anne; Overcash, Francine; Grant, Kathy; Murphy, Susan K; Hoyo, CathrinePurpose
For poorly understood reasons, invasive cervical cancer (ICC) incidence and mortality rates are higher in women of African descent. Oncogenic human papillomavirus (HPV) genotypes distribution may vary between European American (EA) and African-American (AA) women and may contribute to differences in ICC incidence. The current study aimed at disentangling differences in HPV distribution among AA and EA women.Methods
Five-hundred and seventy-two women were enrolled at the time of colposcopic evaluation following an abnormal liquid-based cytology screen. HPV infections were detected using HPV linear array, and chi-squared tests and linear regression models were used to compare HPV genotypes across racial/ethnic groups by CIN status.Results
Of the 572 participants, 494 (86 %) had detectable HPV; 245 (43 %) had no CIN lesion, 239 (42 %) had CIN1, and 88 (15 %) had CIN2/3. Seventy-three percent of all women were infected with multiple HPV genotypes. After adjusting for race, age, parity, income, oral contraception use, and current smoking, AAs were two times less likely to harbor HPV 16/18 (OR 0.48, 95 % CI 0.21-0.94, p = 0.03) when all women were considered. This association remained unchanged when only women with CIN2/3 lesions were examined (OR 0.22, 95 % CI 0.05-0.95, p = 0.04). The most frequent high-risk HPV genotypes detected among EAs were 16, 18, 56, 39, and 66, while HPV genotypes 33, 35, 45, 58, and 68 were the most frequent ones detected in AAs.Conclusions
Our data suggest that while HPV 16/18 are the most common genotypes among EA women with CIN, AAs may harbor different genotypes.Item Open Access IL-10, IL-15, IL-17, and GMCSF levels in cervical cancer tissue of Tanzanian women infected with HPV16/18 vs. non-HPV16/18 genotypes.(Infect Agent Cancer, 2015) Vidal, Adriana C; Skaar, David; Maguire, Rachel; Dodor, Seyram; Musselwhite, Laura W; Bartlett, John A; Oneko, Olola; Obure, Joseph; Mlay, Pendo; Murphy, Susan K; Hoyo, CathrineBACKGROUND: Despite comparable screening rates for precancerous lesions, higher incidence and mortality related to cervical cancer in minority women persists. Recent evidence suggests that minority women with precancerous cervical lesions harbor a wider range of human papillomavirus (HPV) genotypes, many of these distinct from HPV16/18, those most commonly found in Caucasian women. The goal of the analysis was to determine if inflammatory cytokines and chemokines varied by HPV 16/18 versus other genotypes in cervical cancer tissues from Tanzanian women. METHODS: HPV genotypes and concentrations of chemokines and cytokines were measured from homogenized fresh tumor tissue of thirty-one women with invasive cervical cancer (ICC). Risk factors for cervical cancer including age, parity, hormonal contraceptive use and cigarette smoking were obtained by questionnaire. Generalized linear models were used to evaluate differences between chemokines/cytokine levels in women infected with HPV16/18 and those infected with other HPV genotypes. RESULTS: After adjusting for age, parity and hormonal contraceptives, IL-17 was found significantly more frequently in invasive cervical cancer samples of women infected with HPV16/18 compared to women infected with other HPV genotypes (p = 0.033). In contrast, higher levels for granular macrophage colony-stimulating factor (p = 0.004), IL-10 (p = 0.037), and IL-15 (p = 0.041) were found in ICC tissues of women infected with genotypes other than HPV16/18 when compared to those of women infected with HPV16/18. CONCLUSIONS: While the small sample size limits inference, our data suggest that infection with different HPV genotypes is associated with distinct pro-inflammatory cytokine expression profiles; whether this explains some of the racial differences observed in cervical cancer is still unclear. Future studies are needed to confirm these findings.Item Open Access Insulin-like growth factor 2/H19 methylation at birth and risk of overweight and obesity in children.(The Journal of pediatrics, 2012-07) Perkins, Ellen; Murphy, Susan K; Murtha, Amy P; Schildkraut, Joellen; Jirtle, Randy L; Demark-Wahnefried, Wendy; Forman, Michele R; Kurtzberg, Joanne; Overcash, Francine; Huang, Zhiqing; Hoyo, CathrineObjective
To determine whether aberrant DNA methylation at differentially methylated regions (DMRs) regulating insulin-like growth factor 2 (IGF2) expression in umbilical cord blood is associated with overweight or obesity in a multiethnic cohort.Study design
Umbilical cord blood leukocytes of 204 infants born between 2005 and 2009 in Durham, North Carolina, were analyzed for DNA methylation at two IGF2 DMRs by using pyrosequencing. Anthropometric and feeding data were collected at age 1 year. Methylation differences were compared between children >85th percentile of the Centers for Disease Control and Prevention growth charts weight-for-age (WFA) and children ≤ 85th percentile of WFA at 1 year by using generalized linear models, adjusting for post-natal caloric intake, maternal cigarette smoking, and race/ethnicity.Results
The methylation percentages at the H19 imprint center DMR was higher in infants with WFA >85th percentile (62.7%; 95% CI, 59.9%-65.5%) than in infants with WFA ≤ 85th percentile (59.3%; 95% CI, 58.2%-60.3%; P = .02). At the intragenic IGF2 DMR, methylation levels were comparable between infants with WFA ≤ 85th percentile and infants with WFA >85th percentile.Conclusions
Our findings suggest that IGF2 plasticity may be mechanistically important in early childhood overweight or obese status. If confirmed in larger studies, these findings suggest aberrant DNA methylation at sequences regulating imprinted genes may be useful identifiers of children at risk for the development of early obesity.Item Open Access Maternal adverse childhood experiences (ACEs) and offspring imprinted gene DMR methylation at birth.(Epigenetics, 2024-12) Vidal, Adriana C; Sosnowski, David W; Marchesoni, Joddy; Grenier, Carole; Thorp, John; Murphy, Susan K; Johnson, Sara B; Schlief, Billy; Hoyo, CathrineAdverse childhood experiences (ACEs) contribute to numerous negative health outcomes across the life course and across generations. Here, we extend prior work by examining the association of maternal ACEs, and their interaction with financial stress and discrimination, with methylation status within eight differentially methylated regions (DMRs) in imprinted domains in newborns. ACEs, financial stress during pregnancy, and experience of discrimination were self-reported among 232 pregnant women. DNA methylation was assessed at PEG10/SGCE, NNAT, IGF2, H19, PLAGL1, PEG3, MEG3-IG, and DLK1/MEG3 regulatory sequences using pyrosequencing. Using multivariable linear regression models, we found evidence to suggest that financial stress was associated with hypermethylation of MEG3-IG in non-Hispanic White newborns; discrimination was associated with hypermethylation of IGF2 and NNAT in Hispanic newborns, and with hypomethylation of PEG3 in non-Hispanic Black newborns. We also found evidence that maternal ACEs interacted with discrimination to predict offspring PLAGL1 altered DMR methylation, in addition to interactions between maternal ACEs score and discrimination predicting H19 and SGCE/PEG10 altered methylation in non-Hispanic White newborns. However, these interactions were not statistically significant after multiple testing corrections. Findings from this study suggest that maternal ACEs, discrimination, and financial stress are associated with newborn aberrant methylation in imprinted gene regions.