1
|
Wang Y, Hermetz K, Burt A, Kennedy EM, Lesseur C, Panuwet P, Fiedler N, Prapamontol T, Suttiwan P, Naksen W, B Barr D, Hao K, Chen J, Marsit CJ. Placental transcriptome variation associated with season, location, and urinary prenatal pyrethroid metabolites of Thai farm-working women. Environ Pollut 2024; 349:123873. [PMID: 38554839 PMCID: PMC11070292 DOI: 10.1016/j.envpol.2024.123873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 03/21/2024] [Accepted: 03/24/2024] [Indexed: 04/02/2024]
Abstract
Prenatal exposure to pyrethroids is linked to adverse health effects in early life and proper placental function is critical to fetal development. This study explores the impact of prenatal pyrethroid exposure, as well as factors impacting exposure and effect, on the placental transcriptome, to understand pyrethroid exposures' relationship to placental function. The study of Asian Women and their Offspring's Development and Environmental Exposures (SAWASDEE) recruited pregnant farm-working women from two agricultural districts in the Chiang Mai province of Thailand between 2017 and 2019. This cohort was predominantly exposed to cypermethrin (type II), alongside pyrethroids such as cyfluthrin (type II) and permethrin (type I). In 253 participants, maternal urinary pyrethroid metabolites, 3-phenoxybenzoic acid (PBA), cis-3-(2,2-Dichlorovinyl)-2,2-dimethylcyclopropane carboxylic acid (CDCCA), and trans-3-(2,2-Dichlorovinyl)-2,2-dimethylcyclopropane carboxylic acid (TDCCA) were measured in early, middle, and late pregnancy and adjusted for urinary creatinine. The placental transcriptome was analyzed using RNA-Seq. Using generalized linear regression, we identified differentially expressed genes (DEGs) associated with the sum of each metabolite across pregnancy, as well as those associated with location of residence and season of birth. Pathway and upstream transcription factor analyses were performed to examine potential mechanisms associated with DEGs. Notably, TDCCA and CDCCA levels peaked in late pregnancy, with significant regional differences, particularly higher levels in the Fang region. Placental gene expression analysis showed no DEGs associated with individual metabolites at FDR<0.05. However, 251 DEGs by location, implicating immune response and oxidative phosphorylation pathways, were identified, while season of birth was associated with 2585 DEGs, over-represented in fibrosis signaling and metabolism pathways. Finally, transcription factor analysis identified 226 and 282 transcription factors associated with location and season, respectively, related to cell proliferation, differentiation, and the immune system. These alterations may have significant implications for fetal development and other pathologic processes, highlighting the importance of monitoring environmental exposures during pregnancy.
Collapse
Affiliation(s)
- Yewei Wang
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Karen Hermetz
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Amber Burt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Elizabeth M Kennedy
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Corina Lesseur
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Parinya Panuwet
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Nancy Fiedler
- Rutgers University School of Public Health, Environmental and Occupational Health Sciences Institute, Piscataway, NJ, USA
| | - Tippawan Prapamontol
- Research Institute for Health Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - Panrapee Suttiwan
- Life Di Center, Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | - Warangkana Naksen
- Faculty of Public Health, Chiang Mai University, Chiang Mai, Thailand
| | - Dana B Barr
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Ke Hao
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jia Chen
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Carmen J Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
| |
Collapse
|
2
|
Kennedy EM, Hermetz K, Burt A, Pei D, Koestler DC, Hao K, Chen J, Gilbert-Diamond D, Ramakrishnan U, Karagas MR, Marsit CJ. Placental microRNAs relate to early childhood growth trajectories. Pediatr Res 2023; 94:341-348. [PMID: 36380070 PMCID: PMC10183479 DOI: 10.1038/s41390-022-02386-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 10/19/2022] [Accepted: 10/26/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Poor placental function is a common cause of intrauterine growth restriction, which in turn is associated with increased risks of adverse health outcomes. Our prior work suggests that birthweight and childhood obesity-associated genetic variants functionally impact placental function and that placental microRNA are associated with birthweight. To address the influence of the placenta beyond birth, we assessed the relationship between placental microRNAs and early childhood growth. METHODS Using the SITAR package, we generated two parameters that describe individual weight trajectories of children (0-5 years) in the New Hampshire Birth Cohort Study (NHBCS, n = 238). Using negative binomial generalized linear models, we identified placental microRNAs that relate to growth parameters (FDR < 0.1), while accounting for sex, gestational age at birth, and maternal parity. RESULTS Genes targeted by the six growth trajectory-associated microRNAs are enriched (FDR < 0.05) in growth factor signaling (TGF/beta: miR-876; EGF/R: miR-155, Let-7c; FGF/R: miR-155; IGF/R: Let-7c, miR-155), calmodulin signaling (miR-216a), and NOTCH signaling (miR-629). CONCLUSIONS Growth-trajectory microRNAs target pathways affecting placental proliferation, differentiation and function. Our results suggest a role for microRNAs in regulating placental cellular dynamics and supports the Developmental Origins of Health and Disease hypothesis that fetal environment can have impacts beyond birth. IMPACT We found that growth trajectory associated placenta microRNAs target genes involved in signaling pathways central to the formation, maintenance and function of placenta; suggesting that placental cellular dynamics remain critical to infant growth to term and are under the control of microRNAs. Our results contribute to the existing body of research suggesting that the placenta plays a key role in programming health in the offspring. This is the first study to relate molecular patterns in placenta, specifically microRNAs, to early childhood growth trajectory.
Collapse
Affiliation(s)
- Elizabeth M Kennedy
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Karen Hermetz
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Amber Burt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Dong Pei
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Devin C Koestler
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Ke Hao
- Department of Genetics and Genome Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jia Chen
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Diane Gilbert-Diamond
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, Hanover, NH, USA
| | - Usha Ramakrishnan
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Margaret R Karagas
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, Hanover, NH, USA
- Children's Environmental Health and Disease Prevention Research Center at Dartmouth, Dartmouth College, Lebanon, Hanover, NH, USA
| | - Carmen J Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia.
| |
Collapse
|
3
|
Ladd-Acosta C, Vang E, Barrett ES, Bulka CM, Bush NR, Cardenas A, Dabelea D, Dunlop AL, Fry RC, Gao X, Goodrich JM, Herbstman J, Hivert MF, Kahn LG, Karagas MR, Kennedy EM, Knight AK, Mohazzab-Hosseinian S, Morin A, Niu Z, O’Shea TM, Palmore M, Ruden D, Schmidt RJ, Smith AK, Song A, Spindel ER, Trasande L, Volk H, Weisenberger DJ, Breton CV. Analysis of Pregnancy Complications and Epigenetic Gestational Age of Newborns. JAMA Netw Open 2023; 6:e230672. [PMID: 36826815 PMCID: PMC9958528 DOI: 10.1001/jamanetworkopen.2023.0672] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 12/30/2022] [Indexed: 02/25/2023] Open
Abstract
Importance Preeclampsia, gestational hypertension, and gestational diabetes, the most common pregnancy complications, are associated with substantial morbidity and mortality in mothers and children. Little is known about the biological processes that link the occurrence of these pregnancy complications with adverse child outcomes; altered biological aging of the growing fetus up to birth is one molecular pathway of increasing interest. Objective To evaluate whether exposure to each of these 3 pregnancy complications (gestational diabetes, gestational hypertension, and preeclampsia) is associated with accelerated or decelerated gestational biological age in children at birth. Design, Setting, and Participants Children included in these analyses were born between 1998 and 2018 and spanned multiple geographic areas of the US. Pregnancy complication information was obtained from maternal self-report and/or medical record data. DNA methylation measures were obtained from blood biospecimens collected from offspring at birth. The study used data from the national Environmental Influences on Child Health Outcomes (ECHO) multisite cohort study collected and recorded as of the August 31, 2021, data lock date. Data analysis was performed from September 2021 to December 2022. Exposures Three pregnancy conditions were examined: gestational hypertension, preeclampsia, and gestational diabetes. Main Outcomes and Measures Accelerated or decelerated biological gestational age at birth, estimated using existing epigenetic gestational age clock algorithms. Results A total of 1801 child participants (880 male [48.9%]; median [range] chronological gestational age at birth, 39 [30-43] weeks) from 12 ECHO cohorts met the analytic inclusion criteria. Reported races included Asian (49 participants [2.7%]), Black (390 participants [21.7%]), White (1026 participants [57.0%]), and other races (92 participants [5.1%]) (ie, American Indian or Alaska Native, Native Hawaiian or other Pacific Islander, multiple races, and other race not specified). In total, 524 participants (29.0%) reported Hispanic ethnicity. Maternal ages ranged from 16 to 45 years of age with a median of 29 in the analytic sample. A range of maternal education levels, from less than high school (260 participants [14.4%]) to Bachelor's degree and above (629 participants [34.9%]), were reported. In adjusted regression models, prenatal exposure to maternal gestational diabetes (β, -0.423; 95% CI, -0.709 to -0.138) and preeclampsia (β, -0.513; 95% CI, -0.857 to -0.170), but not gestational hypertension (β, 0.003; 95% CI, -0.338 to 0.344), were associated with decelerated epigenetic aging among exposed neonates vs those who were unexposed. Modification of these associations, by sex, was observed with exposure to preeclampsia (β, -0.700; 95% CI, -1.189 to -0.210) and gestational diabetes (β, -0.636; 95% CI, -1.070 to -0.200), with associations observed among female but not male participants. Conclusions and Relevance This US cohort study of neonate biological changes related to exposure to maternal pregnancy conditions found evidence that preeclampsia and gestational diabetes delay biological maturity, especially in female offspring.
Collapse
Affiliation(s)
- Christine Ladd-Acosta
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Elizabeth Vang
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Emily S. Barrett
- Department of Biostatistics and Epidemiology, Environmental and Occupational Health Sciences Institute, Rutgers School of Public Health, Piscataway, New Jersey
| | - Catherine M. Bulka
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill
| | - Nicole R. Bush
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco
- Department of Pediatrics, University of California, San Francisco
| | - Andres Cardenas
- Department of Epidemiology and Population Health, Stanford University, Stanford, California
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes Center, University of Colorado Anschutz Medical Campus, Aurora
| | - Anne L. Dunlop
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, Georgia
| | - Rebecca C. Fry
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill
| | - Xingyu Gao
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Jaclyn M. Goodrich
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor
| | - Julie Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York
| | - Marie-France Hivert
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts
| | - Linda G. Kahn
- Department of Pediatrics, New York University Grossman School of Medicine, New York, New York
- Department of Population Health, New York University Grossman School of Medicine, New York, New York
| | - Margaret R. Karagas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Elizabeth M. Kennedy
- Gangarosa Department of Environmental Health, Emory Rollins School of Public Health, Atlanta, Georgia
| | - Anna K. Knight
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, Georgia
| | - Sahra Mohazzab-Hosseinian
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Andréanne Morin
- Department of Human Genetics, University of Chicago, Chicago, Illinois
| | - Zhongzheng Niu
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - T. Michael O’Shea
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill
| | - Meredith Palmore
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Douglas Ruden
- Department of Obstetrics and Gynecology, Wayne State University, Detroit, Michigan
| | - Rebecca J. Schmidt
- Division of Environmental and Occupational Health and Epidemiology, Department of Public Health Sciences and the MIND Institute, School of Medicine, University of California, Davis
| | - Alicia K. Smith
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, Georgia
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Ashley Song
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Eliot R. Spindel
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton
| | - Leonardo Trasande
- Department of Pediatrics, New York University Grossman School of Medicine, New York, New York
- Department of Population Health, New York University Grossman School of Medicine, New York, New York
| | - Heather Volk
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Daniel J. Weisenberger
- Department of Biochemistry and Molecular Medicine, University of Southern California, Los Angeles
| | - Carrie V. Breton
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| |
Collapse
|
4
|
Tehrani JM, Kennedy EM, Tian FY, Everson TM, Deyssenroth M, Burt A, Hermetz K, Hao K, Chen J, Koestler DC, Marsit CJ. Variation in placental microRNA expression associates with maternal family history of cardiovascular disease. J Dev Orig Health Dis 2023; 14:132-139. [PMID: 35815737 PMCID: PMC9832176 DOI: 10.1017/s2040174422000319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
In the United States, cardiovascular disease is the leading cause of death and the rate of maternal mortality remains among the highest of any industrialized nation. Maternal cardiometabolic health throughout gestation and postpartum is representative of placental health and physiology. Both proper placental functionality and placental microRNA expression are essential to successful pregnancy outcomes, and both are highly sensitive to genetic and environmental sources of variation. Placental pathologies, such as preeclampsia, are associated with maternal cardiovascular health but may also contribute to the developmental programming of chronic disease in offspring. However, the role of more subtle alterations to placental function and microRNA expression in this developmental programming remains poorly understood. We performed small RNA sequencing to investigate microRNA in placentae from the Rhode Island Child Health Study (n = 230). MicroRNA counts were modeled on maternal family history of cardiovascular disease using negative binomial generalized linear models. MicroRNAs were considered to be differentially expressed at a false discovery rate (FDR) less than 0.10. Parallel mRNA sequencing data and bioinformatic target prediction software were then used to identify potential mRNA targets of differentially expressed microRNAs. Nine differentially expressed microRNAs were identified (FDR < 0.1). Bioinformatic target prediction revealed 66 potential mRNA targets of these microRNAs, many of which are implicated in TGFβ signaling pathway but also in pathways involving cellular metabolism and immunomodulation. A robust association exists between familial cardiovascular disease and placental microRNA expression which may be implicated in both placental insufficiencies and the developmental programming of chronic disease.
Collapse
Affiliation(s)
- Jesse M. Tehrani
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Elizabeth M. Kennedy
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Fu-Ying Tian
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Todd M. Everson
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Maya Deyssenroth
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Amber Burt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Karen Hermetz
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Ke Hao
- Department of Genetics and Genome Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jia Chen
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Devin C. Koestler
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Carmen J. Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| |
Collapse
|
5
|
Appleton AA, Lin B, Kennedy EM, Holdsworth EA. Maternal depression and adverse neighbourhood conditions during pregnancy are associated with gestational epigenetic age deceleration. Epigenetics 2022; 17:1905-1919. [PMID: 35770941 PMCID: PMC9665127 DOI: 10.1080/15592294.2022.2090657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Gestational epigenetic age (GEA) acceleration and deceleration can indicate developmental risk and may help elucidate how prenatal exposures lead to offspring outcomes. Depression and neighbourhood conditions during pregnancy are well-established determinants of birth and child outcomes. Emerging research suggests that maternal depression may contribute to GEA deceleration. It is unknown whether prenatal neighbourhood adversity would likewise influence GEA deceleration. This study examined whether maternal depression and neighbourhood conditions independently or jointly contributed to GEA deceleration, and which social and environmental neighbourhood conditions were associated with GEA. Participants were from the Albany Infant and Mother Study (n = 204), a prospective non-probability sampled cohort of higher risk racial/ethnic diverse mother/infant dyads. GEA was estimated from cord blood. Depressive symptoms and census-tract level neighbourhood conditions were assessed during pregnancy. Maternal depression (β = -0.03, SE = 0.01, p = 0.008) and neighbourhood adversity (β = -0.32, SE = 0.14, p = 0.02) were independently associated with GEA deceleration, controlling for all covariates including antidepressant use and cell type proportions. Neighbourhood adversity did not modify the association of maternal depression and GEA (β = 0.003, SE = 0.03, p = 0.92). igher levels of neighbourhood poverty, public assistance, and lack of healthy food access were each associated with GEA deceleration; higher elementary school test scores (an indicator of community tax base) were associated with GEA acceleration (all p < 0.001). The results of this study indicated that maternal depression and neighbourhood conditions were independently and cumulatively associated GEA in this diverse population.
Collapse
Affiliation(s)
- Allison A. Appleton
- Department of Epidemiology and Biostatistics, University at Albany School of Public Health, Rensselaer, NY, USA,CONTACT Allison A. Appleton Department of Epidemiology and Biostatistics, University at Albany School of Public Health, 1 University Place, Rensselaer12144
| | - Betty Lin
- Department of Psychology, University at Albany College of Arts and Sciences, Albany, NY, USA
| | - Elizabeth M. Kennedy
- Gangarosa Department of Environmental Health, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | | |
Collapse
|
6
|
Tung PW, Kennedy EM, Burt A, Hermetz K, Karagas M, Marsit CJ. Prenatal lead (Pb) exposure is associated with differential placental DNA methylation and hydroxymethylation in a human population. Epigenetics 2022; 17:2404-2420. [PMID: 36148884 PMCID: PMC9665158 DOI: 10.1080/15592294.2022.2126087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 09/02/2022] [Accepted: 09/12/2022] [Indexed: 11/03/2022] Open
Abstract
Prenatal lead (Pb) exposure is associated with adverse developmental outcomes and to epigenetic alterations such as DNA methylation and hydroxymethylation in animal models and in newborn blood. Given the importance of the placenta in foetal development, we sought to examine how prenatal Pb exposure was associated with differential placental DNA methylation and hydroxymethylation and to identify affected biological pathways linked to developmental outcomes. Maternal (n = 167) and infant (n = 172) toenail and placenta (n = 115) samples for prenatal Pb exposure were obtained from participants in a US birth cohort, and methylation and hydroxymethylation data were quantified using the Illumina Infinium MethylationEPIC BeadChip. An epigenome-wide association study was applied to identify differential methylation and hydroxymethylation associated with Pb exposure. Biological functions of the Pb-associated genes were determined by overrepresentation analysis through ConsensusPathDB. Prenatal Pb quantified from maternal toenail, infant toenail, and placenta was associated with 480, 27, and 2 differentially methylated sites (q < 0.05), respectively, with both increases and decreases associated with exposure. Alternatively, we identified 2, 1, and 14 differentially hydroxymethylated site(s) associated with maternal toenail, infant toenail, and placental Pb, respectively, with most showing increases in hydroxymethylation with exposure. Significantly overrepresented pathways amongst genes associated with differential methylation and hydroxymethylation (q < 0.10) included mechanisms pertaining to nervous system and organ development, calcium transport and regulation, and signalling activities. Our results suggest that both methylation and hydroxymethylation in the placenta can be variable based on Pb exposure and that the pathways impacted could affect placental function.
Collapse
Affiliation(s)
- Pei Wen Tung
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Elizabeth M. Kennedy
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Amber Burt
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Karen Hermetz
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Margaret Karagas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, Lebanon
| | - Carmen J. Marsit
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| |
Collapse
|
7
|
Tian FY, Kennedy EM, Hermetz K, Burt A, Everson TM, Punshon T, Jackson BP, Hao K, Chen J, Karagas MR, Koestler DC, Marsit C. Selenium-associated differentially expressed microRNAs and their targeted mRNAs across the placental genome in two U.S. birth cohorts. Epigenetics 2022; 17:1234-1245. [PMID: 34784848 PMCID: PMC9542509 DOI: 10.1080/15592294.2021.2003044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/21/2021] [Accepted: 11/02/2021] [Indexed: 10/19/2022] Open
Abstract
Selenium is an important micronutrient for foetal development. MicroRNAs play an important role in the function of the placenta, in communication between the placenta and maternal systems, and their expression can be altered through environmental and nutritional cues. To investigate the associations between placental selenium concentration and microRNA expression in the placenta, our observational study included 393 mother-child pairs from the New Hampshire Birth Cohort Study (NHBCS) and the Rhode Island Child Health Study (RICHS). Placental selenium concentrations were quantified using inductively coupled plasma mass spectrometry, and microRNA transcripts were measured using RNA-seq. We fit negative binomial additive models for assessing the association between selenium and microRNAs. We used the microRNA Data Integration Portal (mirDIP) to predict the target mRNAs of the differentially expressed microRNAs and verified the relationships between miRNA and mRNA targets in a subset of samples using existing whole transcriptome data (N = 199). We identified a non-monotonic association between selenium concentration and the expression of miR-216a-5p/miR-217-5p cluster (effective degrees of freedom, EDF = 2.44 and 2.08; FDR = 3.08 × 10-5) in placenta. Thirty putative target mRNAs of miR-216a-5p and/or miR-217-5p were identified computationally and empirically and were enriched in selenium metabolic pathways (driven by selenoprotein coding genes, TXNRD2 and SELENON). Our findings suggest that selenium influences placental microRNA expression. Further, miR-216a-5p and its putative target mRNAs could be the potential mechanistic targets of the health effect of selenium.
Collapse
Affiliation(s)
- Fu-Ying Tian
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Elizabeth M. Kennedy
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Karen Hermetz
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Amber Burt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Todd M. Everson
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Tracy Punshon
- Department of Biological Sciences, Dartmouth College, Hanover, New Hampshire, USA
| | - Brian P. Jackson
- Department of Earth Sciences, Dartmouth College, Hanover, New Hampshire, USA
| | - Ke Hao
- Department of Genetics and Genome Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jia Chen
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Margaret R. Karagas
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA
- Children’s Environmental Health and Disease Prevention Research Center at Dartmouth, Dartmouth College, Hanover, New Hampshire, USA
| | - Devin C. Koestler
- The University Kansas Cancer Center, The University of Kansas Medical Center, Kansas City, Kansas, USA
- Department of Biostatistics & Data Science, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Carmen Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| |
Collapse
|
8
|
Shiau S, Brummel SS, Kennedy EM, Hermetz K, Spector SA, Williams PL, Kacanek D, Smith R, Drury SS, Agwu A, Ellis A, Patel K, Seage GR, Van Dyke RB, Marsit CJ. Longitudinal changes in epigenetic age in youth with perinatally acquired HIV and youth who are perinatally HIV-exposed uninfected. AIDS 2021; 35:811-819. [PMID: 33587437 PMCID: PMC7969428 DOI: 10.1097/qad.0000000000002805] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVES To quantify the rate of change in epigenetic age compared with chronological age over time in youth with perinatally acquired HIV (YPHIV) and youth who are perinatally HIV-exposed uninfected (YPHEU). DESIGN Longitudinal study of 32 YPHIV and 8 YPHEU with blood samples collected at two time points at least 3 years apart. METHODS DNA methylation was measured using the Illumina MethylationEPIC array and epigenetic age was calculated using the Horvath method. Linear mixed effects models were fit to estimate the average change in epigenetic age for a 1-year change in chronological age separately for YPHIV and YPHEU. RESULTS Median age was 10.9 and 16.8 years at time 1 and 2, respectively. Groups were balanced by sex (51% male) and race (67% black). Epigenetic age increased by 1.23 years (95% CI 1.03--1.43) for YPHIV and 0.95 years (95% CI 0.74--1.17) for YPHEU per year increase in chronological age. Among YPHIV, in a model with chronological age, a higher area under the curve (AUC) viral load was associated with an increase in epigenetic age over time [2.19 years per log10 copies/ml, (95% CI 0.65--3.74)], whereas a higher time-averaged AUC CD4+ T-cell count was associated with a decrease in epigenetic age over time [-0.34 years per 100 cells/μl, (95% CI -0.63 to -0.06)] in YPHIV. CONCLUSION We observed an increase in the rate of epigenetic aging over time in YPHIV, but not in YPHEU. In YPHIV, higher viral load and lower CD4+ T-cell count were associated with accelerated epigenetic aging, emphasizing the importance of early and sustained suppressive treatment for YPHIV, who will receive lifelong ART.
Collapse
Affiliation(s)
- Stephanie Shiau
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey
| | - Sean S Brummel
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Elizabeth M Kennedy
- Gangarosa Department of Environ mental Health, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Karen Hermetz
- Gangarosa Department of Environ mental Health, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Stephen A Spector
- Department of Pediatrics, University of California, San Diego, La Jolla, California, USA
- Rady Children's Hospital, San Diego, California
| | - Paige L Williams
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Deborah Kacanek
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Renee Smith
- Department of Pediatrics, University of Illinois at Chicago, Chicago, Illinois
| | - Stacy S Drury
- Department of Child and Adolescent Psychiatry, Tulane University School of Medicine, New Orleans, Louisiana
| | - Allison Agwu
- Departments of Pediatric and Adult Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Angela Ellis
- Frontier Science & Technology, Amherst, New York
| | - Kunjal Patel
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - George R Seage
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Russell B Van Dyke
- Department of Pediatrics, Tulane School of Medicine, New Orleans, Louisiana, USA
| | - Carmen J Marsit
- Gangarosa Department of Environ mental Health, Emory University Rollins School of Public Health, Atlanta, Georgia
| |
Collapse
|
9
|
Howe CG, Foley HB, Kennedy EM, Eckel SP, Chavez TA, Faham D, Grubbs BH, Al-Marayati L, Lerner D, Suglia S, Bastain TM, Marsit CJ, Breton CV. Extracellular vesicle microRNA in early versus late pregnancy with birth outcomes in the MADRES study. Epigenetics 2021; 17:269-285. [PMID: 33734019 DOI: 10.1080/15592294.2021.1899887] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Circulating miRNA may contribute to the development of adverse birth outcomes. However, few studies have investigated extracellular vesicle (EV) miRNA, which play important roles in intercellular communication, or compared miRNA at multiple time points in pregnancy. In the current study, 800 miRNA were profiled for EVs from maternal plasma collected in early (median: 12.5 weeks) and late (median: 31.8 weeks) pregnancy from 156 participants in the MADRES Study, a health disparity pregnancy cohort. Associations between miRNA and birth weight, birth weight for gestational age (GA), and GA at birth were examined using covariate-adjusted robust linear regression. Differences by infant sex and maternal BMI were also investigated. Late pregnancy measures of 13 miRNA were associated with GA at birth (PFDR<0.050). Negative associations were observed for eight miRNA (miR-4454+ miR-7975, miR-4516, let-7b-5p, miR-126-3p, miR-29b-3p, miR-15a-5p, miR-15b-5p, miR-19b-3p) and positive associations for five miRNA (miR-212-3p, miR-584-5p, miR-608, miR-210-3p, miR-188-5p). Predicted target genes were enriched (PFDR<0.050) in pathways involved in organogenesis and placental development. An additional miRNA (miR-107), measured in late pregnancy, was positively associated with GA at birth in infants born to obese women (PFDR for BMI interaction = 0.011). In primary analyses, the associations between early pregnancy miRNA and birth outcomes were not statistically significant (PFDR≥0.05). However, sex-specific associations were observed for early pregnancy measures of 37 miRNA and GA at birth (PFDR for interactions<0.050). None of the miRNA were associated with fetal growth measures (PFDR≥0.050). Our findings suggest that EV miRNA in both early and late pregnancy may influence gestational duration.
Collapse
Affiliation(s)
- Caitlin G Howe
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Helen B Foley
- Department of Preventive Medicine, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Elizabeth M Kennedy
- Gangarosa Department of Environmental Health, Emory Rollins School of Public Health, Atlanta, GA, USA
| | - Sandrah P Eckel
- Department of Preventive Medicine, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Thomas A Chavez
- Department of Preventive Medicine, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Dema Faham
- Department of Preventive Medicine, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Brendan H Grubbs
- Department of Obstetrics and Gynecology, Keck School of Medicine, Los Angeles, CA, USA
| | - Laila Al-Marayati
- Department of Obstetrics and Gynecology, Keck School of Medicine, Los Angeles, CA, USA.,Eisner Health, Los Angeles, CA, USA
| | | | - Shakira Suglia
- Department of Epidemiology, Emory Rollins School of Public Health, Atlanta, GA, USA
| | - Theresa M Bastain
- Department of Preventive Medicine, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Carmen J Marsit
- Gangarosa Department of Environmental Health, Emory Rollins School of Public Health, Atlanta, GA, USA.,Department of Epidemiology, Emory Rollins School of Public Health, Atlanta, GA, USA
| | - Carrie V Breton
- Department of Preventive Medicine, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
10
|
Anderson RT, Eton DT, Camacho FT, Kennedy EM, Brenin CM, DeGuzman PB, Carter KF, Guterbock T, Ruddy KJ, Cohn WF. Impact of comorbidities and treatment burden on general well-being among women's cancer survivors. J Patient Rep Outcomes 2021; 5:2. [PMID: 33411204 PMCID: PMC7790943 DOI: 10.1186/s41687-020-00264-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 11/02/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Gains in cancer detection and treatment have meant that more patients are now living with both cancer and other chronic health conditions, which may become burdensome. We used the Patient Experience with Treatment and Self-Management (PETS) framework to study challenges in self-management and its impact on health among survivors of women's cancers who are caring for other chronic health conditions. METHODS Applicability of the PETS domains among survivors of women's cancers with comorbidities was assessed in focus groups to create the study survey. Women surviving primary breast, cervical, ovarian, or endometrial/uterine cancer treated between 6 months and 3 years prior at two large healthcare systems in Virginia were mailed study invitation letters to complete a telephone-based survey. The survey included questions on cancer treatment history, comorbid conditions prior to cancer, treatment and self-management experiences, health literacy, financial security, and items on self-management activities, self-management difficulties and self-management impact (i.e., role/social activity limitations and physical/mental exhaustion). Additionally, general health was assessed with items from the Patient-Reported Outcomes Measurement Information System (PROMIS). Hierarchical regression models and path analysis were used to examine correlates of self-management impact on general physical health (GPH) and mental health (GMH). RESULTS Of 1448 patients contacted by mail, 274 (26%) returned an interest form providing their consent to be contacted. Of these, 183 completed the survey. Reasons for non-completion included ineligibility (42), unable to be reached (33) and refusal (6). The majority were survivors of breast (58%) or endometrial/uterine cancer (28%), and 45% resided in non-urban locations. After adjusting for age, race, and cancer type, survivors with higher self-management difficulty reported higher self-management impact, which was associated with lower perceived general health. Reports of higher self-management impact was associated with being single or unmarried, white race, fulltime employed, higher financial insecurity, lower health literacy and more comorbidities. In path analysis, self-management impact was a significant mediator in the association of comorbidity and financial insecurity on GPH and GMH. CONCLUSIONS Among survivors of women's cancer, pre-diagnosis comorbidity, health literacy, and financial security are associated with psychosocial impact of self-management and general physical and mental health in the 6 month to 3-year period after cancer treatment has ended. The impact of self-management on psychosocial functioning is an important factor among cancer survivors caring for multiple chronic health conditions. This study provides evidence on the importance of assessing cancer survivors' self-management difficulties such as in future interventions to promote health and wellness.
Collapse
Affiliation(s)
- R T Anderson
- Department of Public Health Sciences, University of Virginia, PO Box 800717, Charlottesville, VA, 22908, USA.
| | - D T Eton
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - F T Camacho
- Department of Public Health Sciences, University of Virginia, PO Box 800717, Charlottesville, VA, 22908, USA
| | - E M Kennedy
- Department of Public Health Sciences, University of Virginia, PO Box 800717, Charlottesville, VA, 22908, USA
| | - C M Brenin
- Department of Hematology-Oncology, University of Virginia, Charlottesville, VA, USA
| | - P B DeGuzman
- School of Nursing, University of Virginia, Charlottesville, VA, USA
| | | | - T Guterbock
- Center for Survey Research, Department of Public Health Sciences and Department of Sociology, University of Virginia, Charlottesville, VA, USA
| | - K J Ruddy
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - W F Cohn
- Department of Public Health Sciences, University of Virginia, PO Box 800717, Charlottesville, VA, 22908, USA
| |
Collapse
|
11
|
Kennedy EM, Hermetz K, Burt A, Everson TM, Deyssenroth M, Hao K, Chen J, Karagas MR, Pei D, Koestler DC, Marsit CJ. Placental microRNA expression associates with birthweight through control of adipokines: results from two independent cohorts. Epigenetics 2020; 16:770-782. [PMID: 33016211 DOI: 10.1080/15592294.2020.1827704] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
MicroRNAs are non-coding RNAs that regulate gene expression post-transcriptionally. In the placenta, the master regulator of foetal growth and development, microRNAs shape the basic processes of trophoblast biology and specific microRNA have been associated with foetal growth. To comprehensively assess the role of microRNAs in placental function and foetal development, we have performed small RNA sequencing to profile placental microRNAs from two independent mother-infant cohorts: the Rhode Island Child Health Study (n = 225) and the New Hampshire Birth Cohort Study (n = 317). We modelled microRNA counts on infant birthweight percentile (BWP) in each cohort, while accounting for race, sex, parity, and technical factors, using negative binomial generalized linear models. We identified microRNAs that were differentially expressed (DEmiRs) with BWP at false discovery rate (FDR) less than 0.05 in both cohorts. hsa-miR-532-5p (miR-532) was positively associated with BWP in both cohorts. By integrating parallel whole transcriptome and small RNA sequencing in the RICHS cohort, we identified putative targets of miR-532. These targets are enriched for pathways involved in adipogenesis, adipocytokine signalling, energy metabolism, and hypoxia response, and included Leptin, which we further demonstrated to have a decreasing expression with increasing BWP, particularly in male infants. Overall, we have shown a robust and reproducible association of miR-532 with BWP, which could influence BWP through regulation of adipocytokines Leptin and Adiponectin.
Collapse
Affiliation(s)
- Elizabeth M Kennedy
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Karen Hermetz
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Amber Burt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Todd M Everson
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Maya Deyssenroth
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Ke Hao
- Department of Genetics and Genome Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jia Chen
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Margaret R Karagas
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA.,Dartmouth College, Children's Environmental Health and Disease Prevention Research Center at Dartmouth, Lebanon, NH, USA
| | - Dong Pei
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Devin C Koestler
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Carmen J Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| |
Collapse
|
12
|
Curtis SW, Cobb DO, Kilaru V, Terrell ML, Kennedy EM, Marder ME, Barr DB, Marsit CJ, Marcus M, Conneely KN, Smith AK. Exposure to polybrominated biphenyl (PBB) associates with genome-wide DNA methylation differences in peripheral blood. Epigenetics 2019; 14:52-66. [PMID: 30676242 DOI: 10.1080/15592294.2019.1565590] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
In 1973, Michigan residents were exposed to polybrominated biphenyl (PBB) when it was accidentally added to farm animal feed. Highly exposed individuals and their children have experienced endocrine-related health problems, though the underlying mechanism behind these remains unknown. We investigated whether PBB exposure is associated with variation in DNA methylation in peripheral blood samples from 658 participants of the Michigan PBB registry using the MethylationEPIC BeadChip, as well as investigated what the potential function of the affected regions are and whether these epigenetic marks are known to associate with endocrine system pathways. After multiple test correction (FDR <0.05), 1890 CpG sites associated with total PBB levels. These CpGs were not enriched in any particular biological pathway, but were enriched in enhancer and insulator regions, and depleted in regions near the transcription start site or in CpG islands (p < 0.05). They were also more likely to be in ARNT and ESR2 transcription factor binding sites (p = 3.27e-23 and p = 1.62e-6, respectively), and there was significant overlap between CpGs associated with PBB and CpGs associated with estrogen (p < 2.2e-16). PBB-associated CpGs were also enriched for CpGs known to be associated with gene expression in blood (eQTMs) (p < 0.05). These eQTMs were enriched for pathways related to immune function and endocrine-related autoimmune disease (FDR <0.05). These results indicate that exposure to PBB is associated with differences in epigenetic marks that suggest that it is acting similarly to estrogen and is associated with dysregulated immune system pathways.
Collapse
Affiliation(s)
- Sarah W Curtis
- a Genetics and Molecular Biology Program, Laney Graduate SchoolLaney Graduate School , Emory University School of Medicine , Atlanta , GA , USA
| | - Dawayland O Cobb
- b Department of Gynecology and Obstetrics , Emory University School of Medicine , Atlanta , GA , USA
| | - Varun Kilaru
- b Department of Gynecology and Obstetrics , Emory University School of Medicine , Atlanta , GA , USA
| | - Metrecia L Terrell
- c Department of Epidemiology , Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Elizabeth M Kennedy
- d Department of Environmental Health , Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - M Elizabeth Marder
- d Department of Environmental Health , Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Dana Boyd Barr
- d Department of Environmental Health , Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Carmen J Marsit
- d Department of Environmental Health , Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Michele Marcus
- e Departments of Epidemiology, Environmental Health , Emory University Rollins School of Public Health , Atlanta , GA , USA.,f Department of Pediatrics , Emory University School of Medicine , Atlanta , GA , USA
| | - Karen N Conneely
- g Department of Human Genetics , Emory University School of Medicine , Atlanta , GA , USA
| | - Alicia K Smith
- a Genetics and Molecular Biology Program, Laney Graduate SchoolLaney Graduate School , Emory University School of Medicine , Atlanta , GA , USA.,b Department of Gynecology and Obstetrics , Emory University School of Medicine , Atlanta , GA , USA.,h Department of Psychiatry and Behavioral Science , Emory University School of Medicine , Atlanta , GA , USA
| |
Collapse
|
13
|
Knight AK, Park HJ, Hausman DB, Fleming JM, Bland VL, Rosa G, Kennedy EM, Caudill MA, Malysheva O, Kauwell GPA, Sokolow A, Fisher S, Smith AK, Bailey LB. Association between one-carbon metabolism indices and DNA methylation status in maternal and cord blood. Sci Rep 2018; 8:16873. [PMID: 30442960 PMCID: PMC6237996 DOI: 10.1038/s41598-018-35111-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 09/18/2018] [Indexed: 01/02/2023] Open
Abstract
One-carbon metabolism is essential for multiple cellular processes and can be assessed by the concentration of folate metabolites in the blood. One-carbon metabolites serve as methyl donors that are required for epigenetic regulation. Deficiencies in these metabolites are associated with a variety of poor health outcomes, including adverse pregnancy complications. DNA methylation is known to vary with one-carbon metabolite concentration, and therefore may modulate the risk of adverse pregnancy outcomes. This study addresses changes in one-carbon indices over pregnancy and the relationship between maternal and child DNA methylation and metabolite concentrations by leveraging data from 24 mother-infant dyads. Five of the 13 metabolites measured from maternal blood and methylation levels of 993 CpG sites changed over the course of pregnancy. In dyads, maternal and fetal one-carbon concentrations were highly correlated, both early in pregnancy and at delivery. The 993 CpG sites whose methylation levels changed over pregnancy in maternal blood were also investigated for associations with metabolite concentrations in infant blood at delivery, where five CpG sites were associated with the concentration of at least one metabolite. Identification of CpG sites that change over pregnancy may result in better characterization of genes and pathways involved in maintaining a healthy, term pregnancy.
Collapse
Affiliation(s)
- Anna K Knight
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA
| | - Hea Jin Park
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| | - Dorothy B Hausman
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| | - Jennifer M Fleming
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| | - Victoria L Bland
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| | - Gisselle Rosa
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| | - Elizabeth M Kennedy
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Marie A Caudill
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, USA
| | - Olga Malysheva
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, USA
| | - Gail P A Kauwell
- Food Science and Human Nutrition Department, University of Florida, Gainesville, FL, USA
| | - Andrew Sokolow
- Food Science and Human Nutrition Department, University of Florida, Gainesville, FL, USA
| | - Susan Fisher
- Piedmont Athens Regional Midwifery, Athens, GA, USA
| | - Alicia K Smith
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA. .,Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, USA.
| | - Lynn B Bailey
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| |
Collapse
|
14
|
Kennedy EM, Goehring GN, Nichols MH, Robins C, Mehta D, Klengel T, Eskin E, Smith AK, Conneely KN. An integrated -omics analysis of the epigenetic landscape of gene expression in human blood cells. BMC Genomics 2018; 19:476. [PMID: 29914364 PMCID: PMC6006777 DOI: 10.1186/s12864-018-4842-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 05/30/2018] [Indexed: 01/06/2023] Open
Abstract
Background Gene expression can be influenced by DNA methylation 1) distally, at regulatory elements such as enhancers, as well as 2) proximally, at promoters. Our current understanding of the influence of distal DNA methylation changes on gene expression patterns is incomplete. Here, we characterize genome-wide methylation and expression patterns for ~ 13 k genes to explore how DNA methylation interacts with gene expression, throughout the genome. Results We used a linear mixed model framework to assess the correlation of DNA methylation at ~ 400 k CpGs with gene expression changes at ~ 13 k transcripts in two independent datasets from human blood cells. Among CpGs at which methylation significantly associates with transcription (eCpGs), > 50% are distal (> 50 kb) or trans (different chromosome) to the correlated gene. Many eCpG-transcript pairs are consistent between studies and ~ 90% of neighboring eCpGs associate with the same gene, within studies. We find that enhancers (P < 5e-18) and microRNA genes (P = 9e-3) are overrepresented among trans eCpGs, and insulators and long intergenic non-coding RNAs are enriched among cis and distal eCpGs. Intragenic-eCpG-transcript correlations are negative in 60–70% of occurrences and are enriched for annotated gene promoters and enhancers (P < 0.002), highlighting the importance of intragenic regulation. Gene Ontology analysis indicates that trans eCpGs are enriched for transcription factor genes and chromatin modifiers, suggesting that some trans eCpGs represent the influence of gene networks and higher-order transcriptional control. Conclusions This work sheds new light on the interplay between epigenetic changes and gene expression, and provides useful data for mining biologically-relevant results from epigenome-wide association studies. Electronic supplementary material The online version of this article (10.1186/s12864-018-4842-3) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Elizabeth M Kennedy
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA. .,Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.
| | - George N Goehring
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Michael H Nichols
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA.,Department of Biology, Emory University, Atlanta, GA, USA
| | - Chloe Robins
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.,Population Biology, Ecology and Evolution Program, Emory University, Atlanta, GA, USA
| | - Divya Mehta
- School of Psychology and Counseling, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia
| | - Torsten Klengel
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Eleazar Eskin
- Department of Computer Science, University of California, Los Angeles, CA, USA
| | - Alicia K Smith
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA.,Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, USA.,Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Karen N Conneely
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA.,Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
15
|
Lynch HN, Zu K, Kennedy EM, Lam T, Liu X, Pizzurro DM, Loftus CT, Rhomberg LR. Corrigendum to "Quantitative assessment of lung and bladder cancer risk and oral exposure to inorganic arsenic: Meta-regression analyses of epidemiological data" Environmental International 106 :178-206. Environ Int 2017; 109:195-196. [PMID: 29078863 DOI: 10.1016/j.envint.2017.10.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- H N Lynch
- Gradient, 20 University Road, Cambridge, MA02138, USA
| | - K Zu
- Gradient, 20 University Road, Cambridge, MA02138, USA
| | - E M Kennedy
- Gradient, 20 University Road, Cambridge, MA02138, USA
| | - T Lam
- Gradient, 20 University Road, Cambridge, MA02138, USA
| | - X Liu
- Gradient, 20 University Road, Cambridge, MA02138, USA
| | - D M Pizzurro
- Gradient, 20 University Road, Cambridge, MA02138, USA
| | - C T Loftus
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, 4225 Roosevelt Way NE, Suite 301, Seattle, WA 98105, USA
| | - L R Rhomberg
- Gradient, 20 University Road, Cambridge, MA02138, USA.
| |
Collapse
|
16
|
Knight AK, Craig JM, Theda C, Bækvad-Hansen M, Bybjerg-Grauholm J, Hansen CS, Hollegaard MV, Hougaard DM, Mortensen PB, Weinsheimer SM, Werge TM, Brennan PA, Cubells JF, Newport DJ, Stowe ZN, Cheong JLY, Dalach P, Doyle LW, Loke YJ, Baccarelli AA, Just AC, Wright RO, Téllez-Rojo MM, Svensson K, Trevisi L, Kennedy EM, Binder EB, Iurato S, Czamara D, Räikkönen K, Lahti JMT, Pesonen AK, Kajantie E, Villa PM, Laivuori H, Hämäläinen E, Park HJ, Bailey LB, Parets SE, Kilaru V, Menon R, Horvath S, Bush NR, LeWinn KZ, Tylavsky FA, Conneely KN, Smith AK. An epigenetic clock for gestational age at birth based on blood methylation data. Genome Biol 2016; 17:206. [PMID: 27717399 PMCID: PMC5054584 DOI: 10.1186/s13059-016-1068-z] [Citation(s) in RCA: 154] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 09/20/2016] [Indexed: 12/18/2022] Open
Abstract
Background Gestational age is often used as a proxy for developmental maturity by clinicians and researchers alike. DNA methylation has previously been shown to be associated with age and has been used to accurately estimate chronological age in children and adults. In the current study, we examine whether DNA methylation in cord blood can be used to estimate gestational age at birth. Results We find that gestational age can be accurately estimated from DNA methylation of neonatal cord blood and blood spot samples. We calculate a DNA methylation gestational age using 148 CpG sites selected through elastic net regression in six training datasets. We evaluate predictive accuracy in nine testing datasets and find that the accuracy of the DNA methylation gestational age is consistent with that of gestational age estimates based on established methods, such as ultrasound. We also find that an increased DNA methylation gestational age relative to clinical gestational age is associated with birthweight independent of gestational age, sex, and ancestry. Conclusions DNA methylation can be used to accurately estimate gestational age at or near birth and may provide additional information relevant to developmental stage. Further studies of this predictor are warranted to determine its utility in clinical settings and for research purposes. When clinical estimates are available this measure may increase accuracy in the testing of hypotheses related to developmental age and other early life circumstances. Electronic supplementary material The online version of this article (doi:10.1186/s13059-016-1068-z) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Anna K Knight
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA
| | - Jeffrey M Craig
- Murdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Christiane Theda
- The Royal Women's Hospital, Murdoch Childrens Research Institute and University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Marie Bækvad-Hansen
- Section of Neonatal Genetics, Danish Centre for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark
| | - Jonas Bybjerg-Grauholm
- Section of Neonatal Genetics, Danish Centre for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark
| | - Christine S Hansen
- Section of Neonatal Genetics, Danish Centre for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark
| | - Mads V Hollegaard
- Section of Neonatal Genetics, Danish Centre for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark.,The Danish Neonatal Screening Biobank, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark
| | - David M Hougaard
- Section of Neonatal Genetics, Danish Centre for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark.,The Danish Neonatal Screening Biobank, Department for Congenital Disorders, Statens Serum Institut, Artillerivej 5, DK-2300, Copenhagen S, Denmark
| | - Preben B Mortensen
- National Centre for Register-based Research, School of Business and Social Sciences, Aarhus University, Fuglesangs Allé 4, 8210, Aarhus V, Denmark
| | - Shantel M Weinsheimer
- Institute of Biological Psychiatry, Sct. Hans Mental Health Center, Copenhagen Mental Health Services, iPSYCH - The Lundbeck Foundation's Initiative for Integrative Psychiatric Research, Boserupvej, DK-4000, Roskilde, Denmark
| | - Thomas M Werge
- Institute of Biological Psychiatry, Sct. Hans Mental Health Center, Copenhagen Mental Health Services, iPSYCH - The Lundbeck Foundation's Initiative for Integrative Psychiatric Research, Boserupvej, DK-4000, Roskilde, Denmark
| | | | - Joseph F Cubells
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA.,Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.,Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - D Jeffrey Newport
- Departments of Psychiatry & Behavioral Sciences and Obstetrics & Gynecology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Zachary N Stowe
- Departments of Psychiatry & Behavioral Sciences, Pediatrics, and Obstetrics & Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Jeanie L Y Cheong
- Murdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Parkville, Victoria, 3052, Australia.,The Royal Women's Hospital, Murdoch Childrens Research Institute and University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Philippa Dalach
- Murdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Lex W Doyle
- Murdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Parkville, Victoria, 3052, Australia.,The Royal Women's Hospital, Murdoch Childrens Research Institute and University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Yuk J Loke
- Murdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Andrea A Baccarelli
- Laboratory of Environmental Precision Biosciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Allan C Just
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert O Wright
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mara M Téllez-Rojo
- Center for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Katherine Svensson
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Letizia Trevisi
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Elisabeth B Binder
- Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.,Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich, Germany
| | - Stella Iurato
- Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich, Germany
| | - Darina Czamara
- Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich, Germany
| | - Katri Räikkönen
- Institute of Behavioral Sciences, University of Helsinki, 00014, Helsinki, Finland
| | - Jari M T Lahti
- Institute of Behavioral Sciences, University of Helsinki, 00014, Helsinki, Finland.,Helsinki Collegium for Advanced Studies, University of Helsinki, Helsinki, Finland.,Folkhälsan Research Centre, Helsinki, Finland
| | - Anu-Katriina Pesonen
- Institute of Behavioral Sciences, University of Helsinki, 00014, Helsinki, Finland
| | - Eero Kajantie
- National Institute for Health and Welfare, Children's Hospital, Helsinki University Hospital, 00271, Helsinki, Finland.,University of Helsinki, 00029, Helsinki, Finland.,Department of Obstetrics and Gynecology, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Pia M Villa
- Obstetrics and Gynaecology, University of Helsinki and Helsinki University Hospital, 00014, Helsinki, Finland
| | - Hannele Laivuori
- Medical and Clinical Genetics, and Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, 00014, Helsinki, Finland.,Institute for Molecular Medicine Finland, University of Helsinki, 00014, Helsinki, Finland
| | - Esa Hämäläinen
- HUSLAB and Department of Clinical Chemistry, Helsinki University Central Hospital, 00014, Helsinki, Finland
| | - Hea Jin Park
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, US
| | - Lynn B Bailey
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, US
| | - Sasha E Parets
- Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Varun Kilaru
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, US
| | - Ramkumar Menon
- Department of Obstetrics and Gynecology, University of Texas Medical Branch, Galveston, TX, US
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine University of California Los Angeles, Los Angeles, CA, 90095, US.,Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, US
| | - Nicole R Bush
- Department of Psychiatry, University of California, San Francisco, CA, US.,Department of Pediatrics, University of California, San Francisco, CA, US
| | - Kaja Z LeWinn
- Department of Psychiatry, University of California, San Francisco, CA, US
| | - Frances A Tylavsky
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN, US
| | - Karen N Conneely
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA.,Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Alicia K Smith
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA. .,Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA. .,Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, US.
| |
Collapse
|
17
|
Peters MJ, Joehanes R, Pilling LC, Schurmann C, Conneely KN, Powell J, Reinmaa E, Sutphin GL, Zhernakova A, Schramm K, Wilson YA, Kobes S, Tukiainen T, Ramos YF, Göring HHH, Fornage M, Liu Y, Gharib SA, Stranger BE, De Jager PL, Aviv A, Levy D, Murabito JM, Munson PJ, Huan T, Hofman A, Uitterlinden AG, Rivadeneira F, van Rooij J, Stolk L, Broer L, Verbiest MMPJ, Jhamai M, Arp P, Metspalu A, Tserel L, Milani L, Samani NJ, Peterson P, Kasela S, Codd V, Peters A, Ward-Caviness CK, Herder C, Waldenberger M, Roden M, Singmann P, Zeilinger S, Illig T, Homuth G, Grabe HJ, Völzke H, Steil L, Kocher T, Murray A, Melzer D, Yaghootkar H, Bandinelli S, Moses EK, Kent JW, Curran JE, Johnson MP, Williams-Blangero S, Westra HJ, McRae AF, Smith JA, Kardia SLR, Hovatta I, Perola M, Ripatti S, Salomaa V, Henders AK, Martin NG, Smith AK, Mehta D, Binder EB, Nylocks KM, Kennedy EM, Klengel T, Ding J, Suchy-Dicey AM, Enquobahrie DA, Brody J, Rotter JI, Chen YDI, Houwing-Duistermaat J, Kloppenburg M, Slagboom PE, Helmer Q, den Hollander W, Bean S, Raj T, Bakhshi N, Wang QP, Oyston LJ, Psaty BM, Tracy RP, Montgomery GW, Turner ST, Blangero J, Meulenbelt I, Ressler KJ, Yang J, Franke L, Kettunen J, Visscher PM, Neely GG, Korstanje R, Hanson RL, Prokisch H, Ferrucci L, Esko T, Teumer A, van Meurs JBJ, Johnson AD. The transcriptional landscape of age in human peripheral blood. Nat Commun 2015; 6:8570. [PMID: 26490707 PMCID: PMC4639797 DOI: 10.1038/ncomms9570] [Citation(s) in RCA: 407] [Impact Index Per Article: 45.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 09/07/2015] [Indexed: 02/08/2023] Open
Abstract
Disease incidences increase with age, but the molecular characteristics of ageing that lead to increased disease susceptibility remain inadequately understood. Here we perform a whole-blood gene expression meta-analysis in 14,983 individuals of European ancestry (including replication) and identify 1,497 genes that are differentially expressed with chronological age. The age-associated genes do not harbor more age-associated CpG-methylation sites than other genes, but are instead enriched for the presence of potentially functional CpG-methylation sites in enhancer and insulator regions that associate with both chronological age and gene expression levels. We further used the gene expression profiles to calculate the ‘transcriptomic age' of an individual, and show that differences between transcriptomic age and chronological age are associated with biological features linked to ageing, such as blood pressure, cholesterol levels, fasting glucose, and body mass index. The transcriptomic prediction model adds biological relevance and complements existing epigenetic prediction models, and can be used by others to calculate transcriptomic age in external cohorts. Ageing increases the risk of many diseases. Here the authors compare blood cell transcriptomes of over 14,000 individuals and identify a set of about 1,500 genes that are differently expressed with age, shedding light on transcriptional programs linked to the ageing process and age-associated diseases.
Collapse
Affiliation(s)
- Marjolein J Peters
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Roby Joehanes
- The National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts 01702, USA.,Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland 20817, USA
| | - Luke C Pilling
- Epidemiology and Public Health, University of Exeter Medical School, Exeter EX4 1DB, UK
| | - Claudia Schurmann
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald 17493, Germany.,The Charles Bronfman Institute for Personalized Medicine, Genetics of Obesity &Related Metabolic Traits Program, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York 10029, USA
| | - Karen N Conneely
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, Georgia 30301, USA
| | - Joseph Powell
- Centre for Neurogenetics and Statistical Genomics, Queensland Brain Institute, University of Queensland, St Lucia, Brisbane, Queensland 4000, Australia.,The Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4000, Australia
| | - Eva Reinmaa
- Estonian Genome Center, University of Tartu, Tartu 0794, Estonia
| | - George L Sutphin
- Nathan Shock Center of Excellence in the Basic Biology of Aging, The Jackson Laboratory, Bar Harbor, Maine 04609, USA
| | - Alexandra Zhernakova
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9700RB, The Netherlands
| | - Katharina Schramm
- Institute of Human Genetics, Helmholz Zentrum München - German Research Center for Environmental Health, Neuherberg 85764, Germany.,Institute of Human Genetics, Technical University Munich, Munich 85540, Germany
| | - Yana A Wilson
- Neuroscience Division, Garvan Institute of Medical Research, Australia and Charles Perkins Centre and School of Molecular Bioscience, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Sayuko Kobes
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of Health, Phoenix, Arizona 85001, USA
| | - Taru Tukiainen
- Institute for Molecular Medicine Finland FIMM, University of Helsinki, Helsinki 00131, Finland.,Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki 00131, Finland
| | | | - Yolande F Ramos
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden 2300RC, The Netherlands
| | - Harald H H Göring
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas 78201, USA
| | - Myriam Fornage
- Division of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, University of Texas Health Sciences, Center at Houston, Texas 77001, USA.,Institute of Molecular Medicine, University of Texas Health Sciences Center at Houston, Houston, Texas 77001, USA
| | - Yongmei Liu
- Department of Epidemiology and Prevention, Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27101, USA
| | - Sina A Gharib
- Computational Medicine Core, Center for Lung Biology, University of Washington, Seattle, Washington 98101, USA
| | - Barbara E Stranger
- Section of Genetic Medicine, Institute for Genomics and Systems Biology, University of Chicago, Chicago, Illinois 60290, USA
| | - Philip L De Jager
- Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02108, USA
| | - Abraham Aviv
- Center of Human Development and Aging, New Jersey Medical School, Newark 07101, USA
| | - Daniel Levy
- The National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts 01702, USA.,Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland 20817, USA
| | - Joanne M Murabito
- The National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts 01702, USA.,General Internal Medicine Section, Boston University, Boston, Massachusetts 02108, USA
| | - Peter J Munson
- The Mathematical and Statistical Computing Laboratory, Center for Information Technology, National Institutes of Health, Bethesda, Maryland 20817, USA
| | - Tianxiao Huan
- The National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts 01702, USA.,Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland 20817, USA
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000CA, The Netherlands
| | - André G Uitterlinden
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000CA, The Netherlands
| | - Fernando Rivadeneira
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000CA, The Netherlands
| | - Jeroen van Rooij
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Lisette Stolk
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Linda Broer
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Michael M P J Verbiest
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Mila Jhamai
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Pascal Arp
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu 0794, Estonia
| | - Liina Tserel
- Molecular Pathology, Institute of Biomedicine, University of Tartu, Tartu 0794, Estonia
| | - Lili Milani
- Estonian Genome Center, University of Tartu, Tartu 0794, Estonia
| | - Nilesh J Samani
- Department of Cardiovascular Sciences, University of Leicester, Leicester LE1, UK.,National Institute for Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester LE1, UK
| | - Pärt Peterson
- Molecular Pathology, Institute of Biomedicine, University of Tartu, Tartu 0794, Estonia
| | - Silva Kasela
- Institute of Molecular and Cell Biology, Estonian Genome Center, University of Tartu, Tartu 0794, Estonia
| | - Veryan Codd
- Department of Cardiovascular Sciences, University of Leicester, Leicester LE1, UK.,National Institute for Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester LE1, UK
| | - Annette Peters
- Institute of Epidemiologie II, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany.,Research Unit of Molecular Epidemiology, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Cavin K Ward-Caviness
- Institute of Epidemiologie II, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Christian Herder
- Institute of Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf 40593, Germany
| | - Melanie Waldenberger
- Institute of Epidemiologie II, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany.,Research Unit of Molecular Epidemiology, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Michael Roden
- Institute of Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf 40593, Germany.,Division of Endocrinology and Diabetology, University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf 40593, Germany
| | - Paula Singmann
- Institute of Epidemiologie II, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany.,Research Unit of Molecular Epidemiology, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Sonja Zeilinger
- Institute of Epidemiologie II, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany.,Research Unit of Molecular Epidemiology, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Thomas Illig
- Hannover Unified Biobank, Hannover Medical School, Hannover 30519, Germany
| | - Georg Homuth
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald 17493, Germany
| | - Hans-Jörgen Grabe
- Department of Psychiatry and Psychotherapy, Helios Hospital Stralsund, University Medicine Greifswald, Greifswald 17489, Germany
| | - Henry Völzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald 17489, Germany
| | - Leif Steil
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald 17493, Germany
| | - Thomas Kocher
- Unit of Periodontology, Department of Restorative Dentistry, Periodontology and Endodontology, University Medicine Greifswald, Greifswald 17489, Germany
| | - Anna Murray
- Epidemiology and Public Health, University of Exeter Medical School, Exeter EX4 1DB, UK
| | - David Melzer
- Epidemiology and Public Health, University of Exeter Medical School, Exeter EX4 1DB, UK
| | - Hanieh Yaghootkar
- Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Exeter EX2 5DW, UK
| | | | - Eric K Moses
- Centre for Genetic Origins of Health and Disease, The University of Western Australia, and Faculty of Health Sciences, Curtin University, Perth, Western Australia 9011, Australia
| | - Jack W Kent
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas 78201, USA
| | - Joanne E Curran
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas 78201, USA
| | - Matthew P Johnson
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas 78201, USA
| | | | - Harm-Jan Westra
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9700RB, The Netherlands.,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge 02138, USA.,Divisions of Genetics and Rheumatology, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02108, USA.,Partners Center for Personalized Genetic Medicine, Boston, Massachusetts 02108, USA
| | - Allan F McRae
- The Queensland Brain Institute, University of Queensland, Brisbane, Queensland 4000, Australia.,University of Queensland Diamantina Institute, University of Queensland, Princess Alexandra Hospital, Brisbane, Queensland 4000, Australia
| | - Jennifer A Smith
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan 48103, USA
| | - Sharon L R Kardia
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan 48103, USA
| | - Iiris Hovatta
- Department of Biosciences, University of Helsinki, Helsinki 00100, Finland.,Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki 00100, Finland
| | - Markus Perola
- Estonian Genome Center, University of Tartu, Tartu 0794, Estonia.,Institute for Molecular Medicine Finland FIMM, University of Helsinki, Helsinki 00131, Finland.,Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki 00131, Finland
| | - Samuli Ripatti
- Institute for Molecular Medicine Finland FIMM, University of Helsinki, Helsinki 00131, Finland.,Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki 00131, Finland.,Wellcome Trust Sanger Institute, Hinxton, Cambridge CB4, UK.,Department of Public Health, Hjelt Institute, University of Helsinki, Helsinki 00100, Finland
| | - Veikko Salomaa
- Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki 00131, Finland
| | - Anjali K Henders
- The Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4000, Australia
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4000, Australia
| | - Alicia K Smith
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30301, USA
| | - Divya Mehta
- Max-Planck Institute of Psychiatry, Munich 80331, Germany
| | | | - K Maria Nylocks
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30301, USA
| | - Elizabeth M Kennedy
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, Georgia 30301, USA
| | | | - Jingzhong Ding
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina 27101, USA
| | - Astrid M Suchy-Dicey
- Department of Epidemiology, University of Washington, Seattle, Washington 98101, USA
| | - Daniel A Enquobahrie
- Department of Epidemiology, University of Washington, Seattle, Washington 98101, USA
| | - Jennifer Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington 98101, USA
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90501, USA
| | - Yii-Der I Chen
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90501, USA
| | | | - Margreet Kloppenburg
- Department of Rheumatology, Leiden University Medical Center, Leiden 2300RC, The Netherlands.,Department of Clinical Epidemiology, Leiden University Medical Center, Leiden 2300RC, The Netherlands
| | - P Eline Slagboom
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden 2300RC, The Netherlands
| | - Quinta Helmer
- Department of Medical Statistics, Leiden University Medical Center, Leiden 2300RC, The Netherlands
| | - Wouter den Hollander
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden 2300RC, The Netherlands
| | - Shannon Bean
- Nathan Shock Center of Excellence in the Basic Biology of Aging, The Jackson Laboratory, Bar Harbor, Maine 04609, USA
| | - Towfique Raj
- Division of Immunology, Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts 02138, USA
| | - Noman Bakhshi
- Neuroscience Division, Garvan Institute of Medical Research, Australia and Charles Perkins Centre and School of Molecular Bioscience, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Qiao Ping Wang
- Neuroscience Division, Garvan Institute of Medical Research, Australia and Charles Perkins Centre and School of Molecular Bioscience, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Lisa J Oyston
- Neuroscience Division, Garvan Institute of Medical Research, Australia and Charles Perkins Centre and School of Molecular Bioscience, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington 98195, USA.,Cardiovascular Health Research Unit, Department of Epidemiology, University of Washington, Seattle, Washington 98195, USA.,Cardiovascular Health Research Unit, Department of Health Services, University of Washington, Seattle, Washington 98195, USA.,Group Health Research Institute, Group Health Cooperative, Seattle, Washington 98195, USA
| | - Russell P Tracy
- Department of Pathology, University of Vermont College of Medicine, Colchester, Vermont 98195, USA
| | - Grant W Montgomery
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4000, Australia
| | - Stephen T Turner
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, Minnesota 55901, USA
| | - John Blangero
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas 78201, USA
| | - Ingrid Meulenbelt
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden 2300RC, The Netherlands
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30301, USA
| | - Jian Yang
- The Queensland Brain Institute, University of Queensland, Brisbane, Queensland 4000, Australia.,University of Queensland Diamantina Institute, University of Queensland, Princess Alexandra Hospital, Brisbane, Queensland 4000, Australia
| | - Lude Franke
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9700RB, The Netherlands
| | - Johannes Kettunen
- Institute for Molecular Medicine Finland FIMM, University of Helsinki, Helsinki 00131, Finland.,Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki 00131, Finland.,Computational Medicine, Institute of Health Sciences, Faculty of Medicine, University of Oulu, Oulu 90570, Finland
| | - Peter M Visscher
- The Queensland Brain Institute, University of Queensland, Brisbane, Queensland 4000, Australia.,University of Queensland Diamantina Institute, University of Queensland, Princess Alexandra Hospital, Brisbane, Queensland 4000, Australia
| | - G Gregory Neely
- Neuroscience Division, Garvan Institute of Medical Research, Australia and Charles Perkins Centre and School of Molecular Bioscience, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Ron Korstanje
- Nathan Shock Center of Excellence in the Basic Biology of Aging, The Jackson Laboratory, Bar Harbor, Maine 04609, USA
| | - Robert L Hanson
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of Health, Phoenix, Arizona 85001, USA
| | - Holger Prokisch
- Institute of Human Genetics, Helmholz Zentrum München - German Research Center for Environmental Health, Neuherberg 85764, Germany.,Institute of Human Genetics, Technical University Munich, Munich 85540, Germany
| | - Luigi Ferrucci
- Clinical Research Branch, National Institute on Aging, Baltimore, Maryland 21218, USA
| | - Tonu Esko
- Estonian Genome Center, University of Tartu, Tartu 0794, Estonia.,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge 02138, USA.,Division of Endocrinology, Children's Hospital Boston, Boston, Massachusetts 02108, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02108, USA
| | - Alexander Teumer
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald 17493, Germany
| | - Joyce B J van Meurs
- Department of Internal Medicine, Erasmus Medical Centre Rotterdam, Rotterdam 3000CA, The Netherlands
| | - Andrew D Johnson
- The National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts 01702, USA.,Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland 20817, USA
| |
Collapse
|
18
|
Hand SJ, Lee DE, Worthy TH, Archer M, Worthy JP, Tennyson AJD, Salisbury SW, Scofield RP, Mildenhall DC, Kennedy EM, Lindqvist JK. Miocene Fossils Reveal Ancient Roots for New Zealand's Endemic Mystacina (Chiroptera) and Its Rainforest Habitat. PLoS One 2015; 10:e0128871. [PMID: 26083758 PMCID: PMC4470663 DOI: 10.1371/journal.pone.0128871] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 05/01/2015] [Indexed: 12/30/2022] Open
Abstract
The New Zealand endemic bat family Mystacinidae comprises just two Recent species referred to a single genus, Mystacina. The family was once more diverse and widespread, with an additional six extinct taxa recorded from Australia and New Zealand. Here, a new mystacinid is described from the early Miocene (19-16 Ma) St Bathans Fauna of Central Otago, South Island, New Zealand. It is the first pre-Pleistocene record of the modern genus and it extends the evolutionary history of Mystacina back at least 16 million years. Extant Mystacina species occupy old-growth rainforest and are semi-terrestrial with an exceptionally broad omnivorous diet. The majority of the plants inhabited, pollinated, dispersed or eaten by modern Mystacina were well-established in southern New Zealand in the early Miocene, based on the fossil record from sites at or near where the bat fossils are found. Similarly, many of the arthropod prey of living Mystacina are recorded as fossils in the same area. Although none of the Miocene plant and arthropod species is extant, most are closely related to modern taxa, demonstrating potentially long-standing ecological associations with Mystacina.
Collapse
Affiliation(s)
- Suzanne J. Hand
- School of Biological, Environmental and Earth Sciences, University of New South Wales, Sydney, New South Wales, Australia
- * E-mail:
| | - Daphne E. Lee
- Department of Geology, University of Otago, Dunedin, New Zealand
| | - Trevor H. Worthy
- School of Biological Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Michael Archer
- School of Biological, Environmental and Earth Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Jennifer P. Worthy
- School of Biological Sciences, Flinders University, Adelaide, South Australia, Australia
| | | | - Steven W. Salisbury
- School of Biological Sciences, The University of Queensland, Brisbane, Queensland, Australia
| | | | | | | | - Jon K. Lindqvist
- Department of Geology, University of Otago, Dunedin, New Zealand
| |
Collapse
|
19
|
Kennedy AE, O'Doherty EF, Byrne N, O'Mahony J, Kennedy EM, Sayers RG. A survey of management practices on Irish dairy farms with emphasis on risk factors for Johne's disease transmission. Ir Vet J 2014; 67:27. [PMID: 25610611 PMCID: PMC4300563 DOI: 10.1186/s13620-014-0027-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Accepted: 12/11/2014] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Johne's disease (JD) is a chronic granulomatous enteritis affecting ruminants. A number of farm management practices are associated with increased risk of JD transmission. The aim of the current study was to document JD-related management practices currently employed on Irish dairy farms. Survey questions focused on calving area (CA), calf and manure management. Independent variables (region, calving-season, enterprise type, herd size and biosecurity status) were used to examine influences on JD associated dependent variables (survey questions). Additionally general biosecurity practices were also examined. RESULTS Results showed management practices implemented by Irish dairy farmers pose a high risk of JD transmission. Of the farmers surveyed, 97% used the CA for more than one calving, 73.5% and 87.8% pooled colostrum and milk respectively, 33.7% never cleaned the CA between calving's, and 56.6% used the CA for isolating sick cows. Survey results also highlighted that larger herds were more likely to engage in high risk practices for JD transmission, such as pooling colostrum (OR 4.8) and overcrowding the CA (OR 7.8). Larger herds were also less likely than smaller herds to clean the CA (OR 0.28), a practice also considered of risk in the transmission of JD. CONCLUSION Many management practices associated with risk of JD transmission were commonly applied on Irish dairy farms. Larger herds were more likely to engage in high risk practices for JD transmission. Control programmes should incorporate educational tools outlining the pathogenesis and transmission of JD to highlight the risks associated with implementing certain management practices with regard to JD transmission.
Collapse
Affiliation(s)
- Aideen E Kennedy
- Animal & Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland ; Department of Biological Sciences, Cork Institute of Technology, Bishopstown, Co. Cork, Ireland
| | - Eugene F O'Doherty
- Animal & Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland
| | - Noel Byrne
- Animal & Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland
| | - Jim O'Mahony
- Department of Biological Sciences, Cork Institute of Technology, Bishopstown, Co. Cork, Ireland
| | - E M Kennedy
- Animal & Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland
| | - Riona G Sayers
- Animal & Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland
| |
Collapse
|
20
|
Reichgelt T, Jones WA, Jones DT, Conran JG, Bannister JM, Kennedy EM, Mildenhall DC, Lee DE. The flora of Double Hill (Dunedin Volcanic Complex, Middle–Late Miocene) Otago, New Zealand. J R Soc N Z 2014. [DOI: 10.1080/03036758.2014.923476] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
21
|
Hellein KN, Kennedy EM, Harwood VJ, Gordon KV, Wang SY, Lepo JE. A filter-based propidium monoazide technique to distinguish live from membrane-compromised microorganisms using quantitative PCR. J Microbiol Methods 2012; 89:76-8. [PMID: 22314021 DOI: 10.1016/j.mimet.2012.01.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2011] [Revised: 01/24/2012] [Accepted: 01/24/2012] [Indexed: 10/14/2022]
Abstract
Propidium monoazide (PMA) was used to differentiate live from membrane-compromised bacteria in PCR methods. We have adapted this technique for use on membrane-filtered water samples and determined its efficacy using qPCR. Independent labs at three institutions replicated these findings.
Collapse
Affiliation(s)
- Kristen N Hellein
- Center for Environmental Diagnostics and Bioremediation, University of West Florida, 11000 University Parkway, Pensacola, FL 32514, USA
| | | | | | | | | | | |
Collapse
|
22
|
Affiliation(s)
- R West
- Department of Medicine, College of Physicians and Surgeons, Columbia University, New York City
| | | | | |
Collapse
|
23
|
Tame NW, Dlugogorski BZ, Kennedy EM. Assessing influence of experimental parameters on formation of PCDD/F from ash derived from fires of CCA-treated wood. Environ Sci Technol 2003; 37:4148-4156. [PMID: 14524447 DOI: 10.1021/es0304143] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Ash residues from fires of radiata pine timber, both untreated and treated with chromated copper arsenate (CCA), were analyzed for the presence of polychlorinated dibenzo-p-dioxins and polychlorinated dibenzofurans (PCDD/F). Fire conditions were simulated using a cone calorimeter. The sensitivity of the magnitude and profile of PCDD/F in the ash under controlled experimental conditions were examined to gain an insight into the formation of PCDD/F in a system containing CCA. The total amount of PCDD/F increased from 2.0 ng/kg of ash (0.05 ng of TE/kg of ash, using WHO-TEF) for untreated radiata pine to a maximum of 2700 ng/kg of ash (78 ng of TE/kg of ash) for 0.94% CCA. Ash containing CCA showed a distinct preference for formation of PCDFs, particularly the tetrachloro homologue. It is concluded that PCDD/F formation predominantly occurred via de novo synthesis during smoldering of the char rather than during the initial flaming and pyrolysis. Furthermore, the composition of the CCA constituents present in the timber was controlled to assess whether the physical presence of Cu, a known catalyst in PCDD/F production, was sufficient to account for the formation of PCDD/F in fires of timber impregnated with CCA.
Collapse
Affiliation(s)
- N W Tame
- Process Safety and Environment Protection Group, School of Engineering, The University of Newcastle, Callaghan, New South Wales 2308, Australia
| | | | | |
Collapse
|
24
|
Kennedy EM. Restoring public trust in gene therapy. J Biolaw Bus 2003; 4:3-4. [PMID: 12962103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
|
25
|
Abstract
Bottom ash that was the result of the combustion of chromated copper arsenate (CCA) treated wood under controlled fire conditions showed an increase of several orders of magnitude in the levels of polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs), compared to that of untreated timber. Wood that has been pressure treated with CCA contains copper (II), which is known to catalyse the so-called de novo formation of PCDD/Fs. Comparable levels of PCDD/Fs would be expected in residual ash from burning CCA-treated wood in backyard fires, stoves and wood heaters, as a consequence of similar combustion conditions.
Collapse
Affiliation(s)
- N W Tame
- Process Safety and Environment Protection Group, School of Engineering, The University of Newcastle, Callaghan, NSW 2308, Australia
| | | | | |
Collapse
|
26
|
Kennedy EM, Heard SR. Making mistakes in practice. Developing a consensus statement. Aust Fam Physician 2001; 30:295-9. [PMID: 11301774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
OBJECTIVE To develop a reference statement for the appropriate management of mistakes in the general practice training environment. METHOD The setting was a series of focus groups held during workshops with The Royal Australian College of General Practitioners Training Program in the Northern Territory (NT). The participants included NT supervisors and registrars, and representatives of the Consumer Reference Group, Top End Division of General Practice. RESULTS A reference statement and mutually agreed list of duties for registrars, their supervisors and patients. CONCLUSION Mistakes are a part of the practice of medicine and can impact on everyone. An appropriate response and the opportunity to reflect and learn from the experience are important elements in minimising the adverse impact. We recommend that the issue of mistakes be considered a priority in the teaching of medicine.
Collapse
Affiliation(s)
- E M Kennedy
- Royal Australian College of General Practitioners Training Program, Darwin Northern Territory.
| | | |
Collapse
|
27
|
Kennedy EM. National leadership in confronting bioterrorism: 2. Public Health Rep 2001; 116 Suppl 2:116-8. [PMID: 11880684 PMCID: PMC1497282 DOI: 10.1093/phr/116.s2.116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Affiliation(s)
- E M Kennedy
- United States Senate, Washington, DC 20510, USA
| |
Collapse
|
28
|
Kennedy EM. The JIM interview. Edward M. Kennedy, United States Senator. J Investig Med 2000; 48:157-60. [PMID: 10822894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Senator Edward M. Kennedy has represented Massachusetts in the United States Senate for thirty-six years. He was first elected in 1962 to finish the term of his brother, President John F. Kennedy. Since then, he has been elected to six full terms, and he is now the third most senior member of the senate. The efforts to bring quality health care to every American is a battle that Kennedy has been waging ever since he arrived in the Senate. Recent achievements include the Health Insurance Portability and Accountability Act of 1996, which makes it easier for those who change their job or lose their job to keep their health insurance, and the Children's Health Insurance Act of 1997, which makes health insurance more widely available to children through age 18 in all 50 states. A strong supporter of clinical research, Senator Kennedy cosponsored the Clinical Research Enhancement Act and has been a vocal advocate of stem cell research. He is currently the senior Democrat on the Labor and Human Resources committee in the Senate.
Collapse
|
29
|
Kennedy EM. Partners or protagonists: Congress and the academic medical centers. 1974. Yale J Biol Med 2000; 73:403-9. [PMID: 11765963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
|
30
|
Kennedy EM. Home care and the ADA: do limitations on coverage violate the law? Caring 1999; 18:6-8, 10-1. [PMID: 10538893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
Abstract
To avoid liability, home care agencies must have a firm grasp of the basic requirements of the Americans with Disabilities Act (ADA) and Section 504 of the Rehabilitation Act of 1973 ("Section 504"). Agency leaders must understand the legal issues that arise whenever care is limited or denied to persons with disabilities.
Collapse
Affiliation(s)
- E M Kennedy
- Wiggin & Dana, Health Care Department, New Haven, CT, USA
| |
Collapse
|
31
|
Abstract
The surgical treatment of transsphenoidal cephaloceles in children is controversial. Reduction and repair via a transcranial approach are associated with high postoperative rates of morbidity, mortality, and hypothalamic dysfunction. In this study, four patients, aged 3 to 35 months at surgery, underwent successful transpalatal repair of two encephaloceles and two meningoceles. Two patients presented with nasal obstruction in infancy, one presented with unexplained meningitis, and in one patient the lesion was found incidentally during evaluation for seizures. Two children had median cleft face syndrome, another had an associated Arnold-Chiari type I malformation, and the fourth had no other cranial abnormalities. All patients underwent preoperative evaluation including magnetic resonance (MR) imaging. Auditory, ophthalmological, genetic, endocrinological, or other evaluation was undertaken as indicated. Lesions were approached through the median raphe of the hard and soft palates. All cephaloceles were easily visualized and dissected after division of the nasal palatal mucosa. The dural sac and its contents were reduced by surface coagulation after division and dissection of the overlying mucosa. Once reduced, the bone defect was obliterated in three of four patients. The dura was not opened and anomalous neural elements were not resected. At follow-up evaluation, all patients demonstrated resolution of preoperative symptoms without evidence of infection or lasting morbidity. Follow-up MR imaging showed reduction in all cases. The authors conclude that this transpalatal approach is safe and reliable for the treatment of transsphenoidal cephaloceles in young children.
Collapse
Affiliation(s)
- E M Kennedy
- Department of Plastic Surgery, University of Cincinnati, Children's Hospital Medical Center, and the Mayfield Clinic, Ohio, USA
| | | | | | | |
Collapse
|
32
|
Kennedy EM. Health care reform: workers beware. Public Health Rep 1996; 111:11. [PMID: 8610186 PMCID: PMC1381734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
|
33
|
Kennedy EM, Harms BA, Starling JR. Absence of maladaptive neuronal plasticity after genitofemoral-ilioinguinal neurectomy. Surgery 1994; 116:665-70; discussion 670-1. [PMID: 7940164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND Pain (neuralgia) and paresthesia in the inguinal region after lower abdominal surgery is rare. Historically, treatment consisted of neurolysis, local injections, and administration of various medications. The management of chronic pain syndromes is often coordinated by anesthesiologists. Neurolytic therapy is seldom recommended, on the basis of the theory of maladaptive neuronal plasticity. METHODS Twenty-three patients underwent genitofemoral neurectomy at our institution between 1981 and 1990. Records were reviewed to determine preoperative symptoms, evaluation, and treatment. Patients were contacted and questioned about current symptoms and disability. RESULTS All records were reviewed. Sixteen (70%) of the patients were located for long-term follow-up. Patients were symptomatic for an average of 3.3 years and underwent 3.1 operations before referral. Inguinal herniorrhaphy was the most common initial surgery (14 of 16 patients). All patients underwent multidisciplinary evaluation. Fifteen underwent L1-2 paraspinous nerve block, and 13 had total pain relief. Postoperative follow-up ranged from 36 to 144 months. Ten patients reported significant pain relief, and three patients reported slight improvement. Three of the six patients who had persistent neuralgia had significant orchialgia. None of the patients who had significant relief had preoperative testicular pain. CONCLUSIONS Genitofemoral neurectomy provided long-term relief in 62.5% of patients with genitofemoral neuralgia. Severe testicular pain indicated a less favorable outcome. These data do not support the maladaptive neuronal plasticity theory but do support early referral of some patients for neurectomy.
Collapse
Affiliation(s)
- E M Kennedy
- Department of Surgery, University of Wisconsin Hospital and Clinics, Madison
| | | | | |
Collapse
|
34
|
Udvarhelyi IS, Relman AS, Binder GM, Spence RK, Kennedy EM, Grossman JH, Termeer HA, Raines LJ, Marincola E, Pyle TO. Finding a lasting cure for U.S. health care. Harv Bus Rev 1994; 72:45-7, 50, 52 passim. [PMID: 10137002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
In "Making Competition in Health Care Work" (July-August 1994), Elizabeth Olmsted Teisberg, Michael E. Porter, and Gregory B. Brown ask a question that has been absent from the national debate on health care reform: How can the United States achieve sustained cost reductions while at the same time maintaining quality of care? The authors argue that innovation driven by rigorous competition is the key to successful reform. A lasting cure for health care in the United States should include four basic elements: corrected incentives to spur productive competition, universal insurance to secure economic efficiency, relevant information to ensure meaningful choice, and innovation to guarantee dynamic improvement. In this issue's Perspectives section, eleven experts examine the current state of the health care system and offer their views on the shape that reform should take. Some excerpts: "On the road to innovation, let us not forget to develop the tools that allow physicians, payers, and patients to make better decisions." I. Steven Udvarhelyi; "Health care is not a product or service that can be standardized, packaged, marketed, or adequately judged by consumers according to quality and price." Arnold S. Relman; "Just as antitrust laws are the wise restraints that make competition free in other sectors of the economy, so the right kind of managed competition can work well in health care." Edward M. Kennedy "Biomedical research should be considered primarily an investment in the national economic well-being with additional humanitarian benefits." Elizabeth Marincola.
Collapse
Affiliation(s)
- I S Udvarhelyi
- Prudential Insurance Company of America, Philadelphia, PA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Kennedy EM. Comprehensive health reform and negotiated fees. Internist 1992; 33:8-9, 16. [PMID: 10121370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
|
36
|
Kennedy EM. Symposium: compliance and quality in residential life. Foreward. Ment Retard 1992; 30:v-vi. [PMID: 1386394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
|
37
|
|
38
|
Kennedy EM, Wood RP, Shaw BW. Primary nonfunction. Is there a contribution from the back table bath? Transplantation 1990; 49:739-43. [PMID: 2326869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
A persistent problem in orthotopic liver transplantation (OLT) is primary nonfunction (PNF) of the hepatic allograft. In most instances the cause of the failure is unknown. In an attempt to minimize these graft failure, modifications in the procurement and operative procedure have been investigated. One change in the procedure at the University of Nebraska Medical Center has been the monitoring of the temperature of the fluid in the back table bath during preparation of the donor liver. Our initial procedure involved creating an ice slurry of lactated Ringer's solution and ice slush in which the donor liver was then prepared. The temperature of this ice slurry was retrospectively found to be from -3 degrees C to -1 degrees C (group I). In this group there was a higher-than-expected incidence of PNF. To investigate whether the temperature of the back table bath influenced the incidence of PNF, beginning with transplant No. 42 the preparation of the back table bath was modified. The bath was created by adding a small amount of PlasmaLyte slush to 2 L of PlasmaLyte (group II). The temperature of the bath was maintained at 2-4 degrees C. Data were collected on 100 consecutive liver transplants. All transplants were performed using standard techniques, the operation for the two groups differing only as described above. Transaminase levels were followed as an index of the allograft function and were expected to begin to normalize within 2-3 days after transplantation. While both groups display this trend, transaminase levels in group II were significantly lower postoperatively than group I levels (P less than 0.05). Preoperative values were similar. There were 7 PNFs in group I; 0 in group II (P less than 0.005). We feel that the change in the back table procedure has positively influenced the function of the hepatic allografts, and we conclude that transplant centers need to monitor the temperature at which all allografts are stored and prepared, and the cognizant that this may influence the postoperative function of the transplanted liver.
Collapse
Affiliation(s)
- E M Kennedy
- Department of Surgery, University of Nebraska Medical Center, Omaha 68198-3280
| | | | | |
Collapse
|
39
|
|
40
|
Kennedy EM. Kennedy proposes health care for all. Am Nurse 1990; 22:2. [PMID: 2181897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
|
41
|
Stratta RJ, Shaefer MS, Markin RS, Wood RP, Kennedy EM, Langnas AN, Reed EC, Woods GL, Donovan JP, Pillen TJ. Clinical patterns of cytomegalovirus disease after liver transplantation. Arch Surg 1989; 124:1443-9; discussion 1449-50. [PMID: 2556090 DOI: 10.1001/archsurg.1989.01410120093018] [Citation(s) in RCA: 86] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
During a 43-month period, we performed 248 liver transplantations in 211 patients (127 adults and 84 children). Cytomegalovirus (CMV) disease was documented in 73 recipients (34.6%). Risk factors for CMV disease included donor CMV seropositivity, antilymphocyte therapy, and retransplantation. The mean time of occurrence of CMV disease was 38.3 days after transplantation, and the most frequent site of disease was the hepatic allograft. A total of 69 patients were treated with intravenous ganciclovir, with a prompt and lasting response documented in 51 (73.9%). The remaining 18 (26.1%) developed recurrent CMV disease, which was more common after primary CMV exposure. Cytomegalovirus disease was ultimately controlled by ganciclovir in 94.2% of cases. This disease occurs early after transplantation and can be related to well-defined risk factors. Although ganciclovir therapy is effective, preliminary experience with prophylaxis shows promise in reducing the incidence of CMV disease.
Collapse
Affiliation(s)
- R J Stratta
- Department of Surgery, University of Nebraska Medical Center, Omaha 68105
| | | | | | | | | | | | | | | | | | | |
Collapse
|
42
|
Newland MC, Leuschen P, Sarafian LB, Hurlbert BJ, Fleming WF, Chapin JW, Becker GL, Kennedy EM, Bolam DD, Newland JR. Fentanyl intermittent bolus technique for anesthesia in infants and children undergoing cardiac surgery. J Cardiothorac Anesth 1989; 3:407-10. [PMID: 2520913 DOI: 10.1016/s0888-6296(89)97315-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The use of fentanyl by an incremental intravenous (IV) bolus technique was evaluated in eight pediatric patients (ages 4 months to 5 years, ASA III-IV) undergoing corrective surgery for congenital heart defects. Anesthesia was induced with 5 to 10 micrograms/kg of fentanyl. Additional boluses of comparable size were given intermittently thereafter, in order that a total dose of 100 micrograms/kg was achieved just before instituting cardiopulmonary bypass (CPB). Heart rate, systolic blood pressure, various measures of anesthetic depth, and plasma fentanyl levels measured by radioimmunoassay were compared at various points during anesthesia, surgery, and recovery. Decreases in heart rate were observed at the time of sternal incision and at 30 minutes thereafter, when doses of fentanyl were near-maximal. No changes from baseline in systolic blood pressure or in anesthetic depth occurred at any of the intervals studied. The plasma concentration of fentanyl was 30 +/- 8 ng/mL just after completion of the fentanyl administration, immediately before CPB. With onset of CPB, the fentanyl level fell to 13 +/- 9 ng/mL, a statistically significant difference from the baseline value. No further change occurred over the additional 231 +/- 74 minutes in the operating room. The fentanyl concentration was 10 +/- 4 ng/mL upon entry into the recovery room. It is concluded that administration of fentanyl in small, intermittent IV boluses, with dosing completed before the onset of CPB, produces satisfactory plasma levels, anesthesia, and hemodynamic stability in children undergoing corrective surgery for congenital cardiac defects.
Collapse
Affiliation(s)
- M C Newland
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha 68105
| | | | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Kennedy EM. Bill mandates health insurance for employees. Health Prog 1988; 69:24-6. [PMID: 10287454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
|
44
|
Kennedy EM. An interview with Senator Edward M. Kennedy. Interview by Janet I. Pisaneschi, Leopold G. Selker, Susan E. Siska, Arthur A. Savage and David C. Broski. J Allied Health 1988; 17:3-13. [PMID: 3350762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
|
45
|
Kennedy EM. On Capitol Hill with Edward H. Kennedy. Interview by Hurdis Griffith. Nurs Econ 1987; 5:207-12. [PMID: 3657992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
|
46
|
Chapin JW, Wood RP, Hurlbert BJ, Shaw BW, Kennedy EM, Cuka DJ, Markin RS, Peters KR, Newland MC. Sources of increased serum potassium following reperfusion of liver allografts. Transplant Proc 1987; 19:51-3. [PMID: 3303533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
|
47
|
Kennedy EM. Balanced health care spending policy needed so hospitals won't be victimized for deficit. Rev Fed Am Health Syst 1987; 20:34-6. [PMID: 10301422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
|
48
|
Kennedy EM. Ensuring access to essential health care. Hospitals 1987; 61:120. [PMID: 3793057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
|
49
|
Fleming WH, Sarafian LB, Leuschen MP, Newland MC, Kennedy EM, Kugler JD, Chapin JW, Hurlbert BJ, Bolam DL, Nelson RM. Serum concentrations of prostacyclin and thromboxane in children before, during, and after cardiopulmonary bypass. J Thorac Cardiovasc Surg 1986; 92:73-8. [PMID: 3755198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Twenty-six consecutive pediatric patients undergoing reparative procedures necessitating cardiopulmonary bypass were prospectively studied to determine changes in serum levels of 6-keto-prostaglandin F1 alpha and thromboxane B2. Cardiac lesions included acyanotic lesions (five patients), obstructive lesions (10 patients), and right-to-left shunts (11 patients). There was a significant (p less than 0.05) increase in 6-keto-prostaglandin F1 alpha from preoperative levels measured at the time of arterial and venous cannula insertion. This concentration was maintained throughout cardiopulmonary bypass and remained significantly elevated (p less than 0.001) in the recovery room, but returned to preoperative levels by the morning after the operation. Preoperative levels of thromboxane B2 varied widely and were not significantly different from intraoperative levels. The postoperative levels of thromboxane B2, however, were significantly different (p less than 0.05) from the intraoperative levels. In the pediatric age group undergoing cardiopulmonary bypass, 6-keto-prostaglandin F1 alpha and thromboxane B2 change during bypass but do not significantly differ when preoperative levels are compared to postoperative values.
Collapse
|
50
|
Kennedy EM. Views on doctors' income and legislation. An interview with Senator Kennedy. Interview by Penny Tselikis. Physicians Manage 1984; 24:90-2, 95. [PMID: 10268114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
|