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1.
Pediatr Res ; 91(6): 1428-1435, 2022 05.
Article in English | MEDLINE | ID: mdl-34857876

ABSTRACT

BACKGROUND: Chronic lung disease (CLD) is the most common pulmonary morbidity in extremely preterm infants. It is unclear to what extent prenatal exposures influence the risk of CLD. Epigenetic variation in placenta DNA methylation may be associated with differential risk of CLD, and these associations may be dependent upon sex. METHODS: Data were obtained from a multi-center cohort of infants born extremely preterm (<28 weeks' gestation) and an epigenome-wide approach was used to identify associations between placental DNA methylation and CLD (n = 423). Associations were evaluated using robust linear regression adjusting for covariates, with a false discovery rate of 0.05. Analyses stratified by sex were used to assess differences in methylation-CLD associations. RESULTS: CLD was associated with differential methylation at 49 CpG sites representing 46 genes in the placenta. CLD was associated with differential methylation of probes within genes related to pathways involved in fetal lung development, such as p53 signaling and myo-inositol biosynthesis. Associations between CpG methylation and CLD differed by sex. CONCLUSIONS: Differential placental methylation within genes with key roles in fetal lung development may reflect complex cell signaling between the placenta and fetus which mediate CLD risk. These pathways appear to be distinct based on fetal sex. IMPACT: In extremely preterm infants, differential methylation of CpG sites within placental genes involved in pathways related to cell signaling, oxidative stress, and trophoblast invasion is associated with chronic lung disease of prematurity. DNA methylation patterns associated with chronic lung disease were distinctly based on fetal sex, suggesting a potential mechanism underlying dimorphic phenotypes. Mechanisms related to fetal hypoxia and placental myo-inositol signaling may play a role in fetal lung programming and the developmental origins of chronic lung disease. Continued research of the relationship between the placental epigenome and chronic lung disease could inform efforts to ameliorate or prevent this condition.


Subject(s)
Infant, Premature, Diseases , Lung Diseases , CpG Islands , DNA Methylation , Female , Humans , Infant, Extremely Premature , Infant, Newborn , Inositol , Lung Diseases/genetics , Placenta/metabolism , Pregnancy
2.
Am J Physiol Lung Cell Mol Physiol ; 317(5): L556-L568, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31432713

ABSTRACT

A comprehensive understanding of the dynamic regulatory networks that govern postnatal alveolar lung development is still lacking. To construct such a model, we profiled mRNA, microRNA, DNA methylation, and proteomics of developing murine alveoli isolated by laser capture microdissection at 14 predetermined time points. We developed a detailed comprehensive and interactive model that provides information about the major expression trajectories, the regulators of specific key events, and the impact of epigenetic changes. Intersecting the model with single-cell RNA-Seq data led to the identification of active pathways in multiple or individual cell types. We then constructed a similar model for human lung development by profiling time-series human omics data sets. Several key pathways and regulators are shared between the reconstructed models. We experimentally validated the activity of a number of predicted regulators, leading to new insights about the regulation of innate immunity during lung development.


Subject(s)
Epigenesis, Genetic , Gene Expression Regulation, Developmental , Gene Regulatory Networks , Lung/metabolism , Proteomics/methods , Pulmonary Alveoli/metabolism , Animals , Animals, Newborn , Child , Child, Preschool , DNA Methylation , Female , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Humans , Immunity, Innate/genetics , Infant , Infant, Newborn , Lung/growth & development , Lung/immunology , Male , Mice , Mice, Inbred C57BL , MicroRNAs/classification , MicroRNAs/genetics , MicroRNAs/immunology , Organogenesis/genetics , Organogenesis/immunology , Pulmonary Alveoli/growth & development , Pulmonary Alveoli/immunology , RNA, Messenger/classification , RNA, Messenger/genetics , RNA, Messenger/immunology , Single-Cell Analysis , Transcriptome
4.
Stem Cells ; 35(4): 872-885, 2017 04.
Article in English | MEDLINE | ID: mdl-27888558

ABSTRACT

Genomic aberrations have been identified in many human pluripotent stem cell (hPSC) cultures. Commonly observed duplications in portions of chromosomes 12p and 17q have been associated with increases in genetic instability and resistance to apoptosis, respectively. However, the phenotypic consequences related to sporadic mutations have not been evaluated to date. Here, we report on the effects of a single-copy deletion of the chr17p13.1 region, a sporadic mutation that spontaneously arose independently in several subclones of a human embryonic stem cell culture. Compared to cells with two normal copies of chr17p13.1 ("wild-type"), the cells with a single-copy deletion of this region ("mutant") displayed a selective advantage when exposed to stressful conditions, and retained a higher percentage of cells expressing the pluripotency marker POU5F1/OCT4 after 2 weeks of in vitro differentiation. Knockdown of TP53, which is a gene encompassed by the deleted region, in wild-type cells mimicked the chr17p13.1 deletion phenotype. Thus, sporadic mutations in hPSCs can have phenotypic effects that may impact their utility for clinical applications. Stem Cells 2017;35:872-885.


Subject(s)
Gene Dosage , Human Embryonic Stem Cells/cytology , Human Embryonic Stem Cells/metabolism , Mutation/genetics , Tumor Suppressor Protein p53/genetics , Apoptosis/drug effects , Cell Cycle/drug effects , Cell Differentiation/drug effects , Cell Line , Cell Proliferation/drug effects , Cell Survival/drug effects , Chromosomes, Human, Pair 17/genetics , Clone Cells , DNA Damage , DNA Repair/drug effects , Etoposide/pharmacology , Gene Expression Profiling , Gene Knockdown Techniques , Human Embryonic Stem Cells/drug effects , Humans , Phenotype , RNA, Small Interfering/metabolism , Staurosporine/pharmacology
5.
Am J Respir Cell Mol Biol ; 54(6): 814-21, 2016 06.
Article in English | MEDLINE | ID: mdl-26584061

ABSTRACT

The fetal origins of disease hypothesis suggests that variations in the course of prenatal lung development may affect life-long pulmonary function growth, decline, and pathobiology. Many studies support the existence of differences in the developing lung trajectory in males and females, and sex-specific differences in the prevalence of chronic lung diseases, such as asthma and bronchopulmonary dysplasia. The objectives of this study were to investigate the early developing fetal lung for transcriptomic correlates of postconception age (maturity) and sex, and their associations with chronic lung diseases. We analyzed whole-lung transcriptome profiles of 61 females and 78 males at 54-127 days postconception (dpc) from nonsmoking mothers using unsupervised principal component analysis and supervised linear regression models. We identified dominant transcriptomic correlates for postconception age and sex with corresponding gene sets that were enriched for developing lung structural and functional ontologies. We observed that the transcriptomic sex difference was not a uniform global time shift/lag, rather, lungs of males appear to be more mature than those of females before 96 dpc, and females appear to be more mature than males after 96 dpc. The age correlate gene set was consistently enriched for asthma and bronchopulmonary dysplasia genes, but the sex correlate gene sets were not. Despite sex differences in the developing fetal lung transcriptome, postconception age appears to be more dominant than sex in the effect of early fetal lung developments on disease risk during this early pseudoglandular phase of development.


Subject(s)
Fetus/metabolism , Lung Diseases/genetics , Lung/embryology , Lung/pathology , Sex Characteristics , Transcriptome/genetics , Age Factors , Databases, Genetic , Female , Gene Expression Profiling , Gene Expression Regulation, Developmental , Humans , Male , Principal Component Analysis , Statistics as Topic
6.
Environ Health ; 15(1): 101, 2016 11 03.
Article in English | MEDLINE | ID: mdl-27809917

ABSTRACT

BACKGROUND: Exposure to air pollution, including traffic-related pollutants, has been associated with a variety of adverse health outcomes, including increased cardiopulmonary morbidity and mortality, and increased lung cancer risk. METHODS: To better understand the cellular responses induced by air pollution exposures, we performed genome-wide gene expression microarray analysis using whole blood RNA sampled at three time-points across the work weeks of 63 non-smoking employees at 10 trucking terminals in the northeastern US. We defined genes and gene networks that were differentially activated in response to PM2.5 (particulate matter ≤ 2.5 microns in diameter) and elemental carbon (EC) and organic carbon (OC). RESULTS: Multiple transcripts were strongly associated (padj < 0.001) with pollutant levels (48, 260, and 49 transcripts for EC, OC, and PM2.5, respectively), including 63 that were statistically significantly correlated with at least two out of the three exposures. These genes included many that have been implicated in ischemic heart disease, chronic obstructive pulmonary disease (COPD), lung cancer, and other pollution-related illnesses. Through the combination of Gene Set Enrichment Analysis and network analysis (using GeneMANIA), we identified a core set of 25 interrelated genes that were common to all three exposure measures and were differentially expressed in two previous studies assessing gene expression attributable to air pollution. Many of these are members of fundamental cancer-related pathways, including those related to DNA and metal binding, and regulation of apoptosis and also but include genes implicated in chronic heart and lung diseases. CONCLUSIONS: These data provide a molecular link between the associations of air pollution exposures with health effects.


Subject(s)
Air Pollutants/analysis , Air Pollution/analysis , Environmental Exposure/analysis , Gene Expression Profiling , Motor Vehicles , Particulate Matter/analysis , Adult , Carbon/analysis , Humans , Male , Microarray Analysis , Middle Aged
7.
Am J Respir Cell Mol Biol ; 52(5): 543-53, 2015 May.
Article in English | MEDLINE | ID: mdl-25192440

ABSTRACT

Antenatal corticosteroids enhance lung maturation. However, the importance of glucocorticoid genes on early lung development, asthma susceptibility, and treatment response remains unknown. We investigated whether glucocorticoid genes are important during lung development and their role in asthma susceptibility and treatment response. We identified genes that were differentially expressed by corticosteroids in two of three genomic datasets: lymphoblastoid cell lines of participants in the Childhood Asthma Management Program, a glucocorticoid chromatin immunoprecipitation/RNA sequencing experiment, or a murine model; these genes made up the glucocorticoid gene set (GCGS). Using gene expression profiles from 38 human fetal lungs and C57BL/6J murine fetal lungs, we identified developmental genes that were in the top 5% of genes contributing to the top three principal components (PCs) most highly associated with post-conceptional age. Glucocorticoid genes that were enriched in this set of developmental genes were then included in the developmental glucocorticoid gene set (DGGS). We then investigated whether glucocorticoid genes are important during lung development, and their role in asthma susceptibility and treatment response. A total of 232 genes were included in the GCGS. Analysis of gene expression demonstrated that glucocorticoid genes were enriched in lung development (P = 7.02 × 10(-26)). The developmental GCGS was enriched for genes that were differentially expressed between subjects with asthma and control subjects (P = 4.26 × 10(-3)) and were enriched after treatment of subjects with asthma with inhaled corticosteroids (P < 2.72 × 10(-4)). Our results show that glucocorticoid genes are overrepresented among genes implicated in fetal lung development. These genes influence asthma susceptibility and treatment response, suggesting their involvement in the early ontogeny of asthma.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Asthma/drug therapy , Asthma/genetics , Dexamethasone/therapeutic use , Gene Expression Profiling , Gene Expression Regulation, Developmental/drug effects , Lung/drug effects , Animals , Animals, Newborn , Asthma/embryology , CCAAT-Enhancer-Binding Protein-delta/genetics , Case-Control Studies , Databases, Genetic , Gene Expression Profiling/methods , Genetic Markers , Genetic Predisposition to Disease , Humans , Lung/embryology , Lung/metabolism , Mice , Mice, Inbred C57BL , Phenotype , Principal Component Analysis , Tacrolimus Binding Proteins/genetics , Transcription Factors/genetics , Treatment Outcome
8.
Thorax ; 69(5): 481-7, 2014 May.
Article in English | MEDLINE | ID: mdl-24668408

ABSTRACT

Lung function tracks from the earliest age that it can be reliably measured. Genome wide association studies suggest that most variants identified for common complex traits are regulatory in function and active during fetal development. Fetal programming of gene expression during development is critical to the formation of a normal lung. An understanding of how fetal developmental genes related to diseases of the lungs and airways is a critical area for research. This review article considers the developmental origins hypothesis, the stages of normal lung development and a variety of environmental exposures that might influence the developmental process: in utero cigarette smoke exposure, vitamin D and folate. We conclude with some information on developmental genes and asthma.


Subject(s)
Asthma/genetics , Environmental Exposure/adverse effects , Genes, Developmental/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study/methods , Humans
9.
J Perinat Med ; 42(6): 717-24, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25178903

ABSTRACT

OBJECTIVE: The objective of this study was to compare the knowledge of mothers of newborns in a neonatal intensive care unit (NICU) and well-baby nursery (WBN) regarding their understanding of term gestation, delivery mode safety, and elective late preterm delivery. METHODS: Mothers of newborns admitted to either an NICU (n=88) or a WBN (n=145) were surveyed (March 2008-September 2010). RESULTS: Of all mothers, regardless of infant location, 7% were unable to define term gestation, 33% were unaware that scheduling delivery at 35-36 weeks is not advisable, and 30% lacked the knowledge that cesareans are not safer than vaginal deliveries. Multivariate regression models show that socioeconomic and demographic factors underlie many knowledge gaps, and surprisingly, models confirmed that the site (NICU versus WBN) of the infant was not a significant factor related to maternal knowledge. CONCLUSION: This study revealed gaps in mothers' understanding of the medical implications of premature delivery even though most mothers knew the correct length of term gestation. Unexpectedly, NICU mothers who had a child with significant illness and who encountered multiple health care providers did not have improved understanding of perinatal risks. We conclude that all women need to be educated on the significance of the mode and the timing of delivery.


Subject(s)
Cesarean Section/psychology , Health Knowledge, Attitudes, Practice , Intensive Care Units, Neonatal , Mothers/psychology , Nurseries, Hospital , Premature Birth/psychology , Term Birth/psychology , Adolescent , Adult , Cross-Sectional Studies , Data Collection , Female , Humans , Infant, Newborn , Infant, Premature , Logistic Models , Middle Aged , Multivariate Analysis , Young Adult
10.
Pediatr Pulmonol ; 59(6): 1552-1568, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38545994

ABSTRACT

The American Thoracic Society Core Curriculum updates clinicians annually in pediatric pulmonary disease. This is a summary of the Pediatric Pulmonary Medicine Core Curriculum presented at the 2023 American Thoracic Society International Conference. The respiratory disorders of infancy discussed in this year's review include: the care of the patient with bronchopulmonary dysplasia in the neonatal intensive care unit, clinical phenotypes and comorbidities; diffuse lung disease; pulmonary hypertension; central and obstructive sleep apnea. The care of infants with respiratory disorders often poses significant challenges to the general pediatric pulmonologist, sleep clinician, and neonatologist. This review aims to highlight the most clinically relevant aspects of the evaluation, management, and outcomes of infants with these key respiratory disorders, while emphasizing the importance of multidisciplinary care. Furthermore, this document summarizes essential aspects of genetic testing, novel imaging and treatment modalities, and includes multiple resources for clinical practice.


Subject(s)
Curriculum , Pulmonary Medicine , Humans , Pulmonary Medicine/education , Infant, Newborn , Infant , Bronchopulmonary Dysplasia/therapy , Societies, Medical , Pediatrics/education , United States
11.
ArXiv ; 2023 Mar 28.
Article in English | MEDLINE | ID: mdl-37033459

ABSTRACT

Diagnosis of adverse neonatal outcomes is crucial for preterm survival since it enables doctors to provide timely treatment. Machine learning (ML) algorithms have been demonstrated to be effective in predicting adverse neonatal outcomes. However, most previous ML-based methods have only focused on predicting a single outcome, ignoring the potential correlations between different outcomes, and potentially leading to suboptimal results and overfitting issues. In this work, we first analyze the correlations between three adverse neonatal outcomes and then formulate the diagnosis of multiple neonatal outcomes as a multi-task learning (MTL) problem. We then propose an MTL framework to jointly predict multiple adverse neonatal outcomes. In particular, the MTL framework contains shared hidden layers and multiple task-specific branches. Extensive experiments have been conducted using Electronic Health Records (EHRs) from 121 preterm neonates. Empirical results demonstrate the effectiveness of the MTL framework. Furthermore, the feature importance is analyzed for each neonatal outcome, providing insights into model interpretability.

12.
Front Psychiatry ; 12: 642798, 2021.
Article in English | MEDLINE | ID: mdl-33959050

ABSTRACT

Objectives: This paper reviews the literature on intentional discontinuation of psychostimulants in ADHD to summarize what is known about clinical course of controlled discontinuation and guide practitioners who are considering stopping these medications for youth with ADHD. Methods: A systematic search was executed in Cochrane CENTRAL, EMBASE, Psychinfo, and MEDLINE databases to identify all articles that addressed the topic of deprescribing of psychotropic medications in children and adolescents. Keywords and search strings were developed using "PICO" framework, involving Population of interest (<18 y.o.), Intervention ("discontinuation," "deprescribing," and synonyms), Comparator (continuation of specific medications), and Outcomes. Ten reviewers conducted the initial screen via a single reviewer system. Articles that met a set of three inclusionary criteria were selected for full text review and identification as specific to discontinuation of stimulants in ADHD. Results: The literature review identified 35 articles specifically addressing intentional deprescribing, discontinuation, tapering, or withdrawal of stimulants for children and adolescents with ADHD. In addition to providing broad support for the efficacy of stimulants to treat ADHD and reduce negative outcomes, there is a distinct population of children and adolescents with ADHD who do not relapse or deteriorate when taken off medications for ADHD. The majority of articles addressed either the re-emergence of ADHD symptoms or side effects, both desired and adverse, following discontinuation of stimulants. While confirming the ability of stimulants to treat ADHD in youth, our results support periodic consideration of trials of stopping medications to determine continued need. Conclusions: This systematic review summarizes the literature on deprescribing stimulants for ADHD in children and adolescents. Further research is needed to determine the optimal duration of treatment, identify patients that may benefit from medication discontinuation, and inform evidence-based guidelines for discontinuation when appropriate. More research is needed to understand and define the subgroup of youth who may succeed with stimulant discontinuation.

13.
Respir Med ; 187: 106390, 2021 10.
Article in English | MEDLINE | ID: mdl-34399367

ABSTRACT

Background Previous gene expression studies have identified genes IFNγ, TNFα, RNase 3, CXCL9, and CD55 as potential biomarkers for sarcoidosis and/or chronic beryllium disease (CBD). We hypothesized that differential expression of these genes could function as diagnostic biomarkers for sarcoidosis and CBD, and prognostic biomarkers for sarcoidosis. Study Design/Methods We performed RT-qPCR on whole blood samples from CBD (n = 132), beryllium sensitized (BeS) (n = 109), and sarcoidosis (n = 99) cases and non-diseased controls (n = 97) to determine differential expression of target genes. We then performed logistic regression modeling and generated ROC curves to determine which genes could most accurately differentiate: 1) CBD versus sarcoidosis 2) CBD versus BeS 3) sarcoidosis versus controls 4) non-progressive versus progressive sarcoidosis. Results CD55 and TNFα were significantly upregulated, while CXCL9 was significantly downregulated in CBD compared to sarcoidosis (p < 0.05). The ROC curve from the logistic regression model demonstrated high discriminatory ability of the combination of CD55, TNFα, and CXCL9 to distinguish between CBD and sarcoidosis with an AUC of 0.98. CD55 and TNFα were significantly downregulated in sarcoidosis compared to controls (p < 0.05). The ROC curve from the model showed a reasonable discriminatory ability of CD55 and TNFα to distinguish between sarcoidosis and controls with an AUC of 0.86. There was no combination of genes that could accurately differentiate between CBD and BeS or sarcoidosis phenotypes. Interpretation CD55, TNFα and CXCL9 expression levels can accurately differentiate between CBD and sarcoidosis, while CD55 and TNFα expression levels can accurately differentiate sarcoidosis and controls.


Subject(s)
Berylliosis/diagnosis , Berylliosis/genetics , Gene Expression Regulation/genetics , Gene Expression/genetics , Sarcoidosis, Pulmonary/diagnosis , Sarcoidosis, Pulmonary/genetics , Adult , Aged , Biomarkers/metabolism , CD55 Antigens/genetics , CD55 Antigens/metabolism , Chemokine CXCL9/genetics , Chemokine CXCL9/metabolism , Chronic Disease , Diagnosis, Differential , Eosinophil Cationic Protein/genetics , Eosinophil Cationic Protein/metabolism , Female , Genetic Markers , Humans , Interferon-gamma/genetics , Interferon-gamma/metabolism , Male , Middle Aged , Tumor Necrosis Factor-alpha/genetics , Tumor Necrosis Factor-alpha/metabolism
14.
Healthcare (Basel) ; 8(4)2020 Dec 04.
Article in English | MEDLINE | ID: mdl-33291534

ABSTRACT

Background: In utero smoke (IUS) exposure is associated with asthma susceptibility. Objective: We sought to test the hypothesis that changes in miRNA expression by IUS exposure during human lung development is associated with asthma susceptibility. Methods: Gene expression was profiled from 53 IUS unexposed and 51 IUS exposed human fetal lung tissues. We tested for the differential expression of miRNAs across post-conception age and by IUS using linear models with covariate adjustment. We tested the IUS-associated miRNAs for association with their gene expression targets using pair-wise inverse correlation. Using our mouse model, we investigated the persistence of the IUS-associated miRNA signature using RT-PCR from the lungs of mouse pups with and without IUS at postnatal day 14. MiRNAs were then tested for association with asthma and exacerbations using whole blood gene expression profiles from Asthma BRIDGE. Results: Five miRNAs were differentially expressed across post-conception age (adjusted p < 0.0002) including two that were differentially expressed by IUS exposure in human fetal lung (p < 0.05). MiR-15a was differentially expressed by post-conception age (p = 0.00002), IUS exposure in human fetal lung (p = 0.005), and in the post-natal mouse lung (p = 0.01). MiR-15a was also associated with the in utero expression of GSDMB (adjusted p = 0.0002), a known childhood asthma gene and with asthma exacerbations (p = 0.0009) in Asthma BRIDGE. Thus, miR-15a is expressed during human lung development, is impacted by IUS exposure, regulates the intrauterine expression of asthma genes, and is associated with asthma severity. Conclusions: These results provide evidence for the role of miR-15a in the fetal origin of asthma.

15.
Elife ; 62017 01 26.
Article in English | MEDLINE | ID: mdl-28124972

ABSTRACT

Biological systems are increasingly being studied by high throughput profiling of molecular data over time. Determining the set of time points to sample in studies that profile several different types of molecular data is still challenging. Here we present the Time Point Selection (TPS) method that solves this combinatorial problem in a principled and practical way. TPS utilizes expression data from a small set of genes sampled at a high rate. As we show by applying TPS to study mouse lung development, the points selected by TPS can be used to reconstruct an accurate representation for the expression values of the non selected points. Further, even though the selection is only based on gene expression, these points are also appropriate for representing a much larger set of protein, miRNA and DNA methylation changes over time. TPS can thus serve as a key design strategy for high throughput time series experiments. Supporting Website: www.sb.cs.cmu.edu/TPS.


Subject(s)
Gene Expression Profiling/methods , Animals , High-Throughput Nucleotide Sequencing/methods , Lung/embryology , Mice , Time Factors
16.
PLoS One ; 11(10): e0163832, 2016.
Article in English | MEDLINE | ID: mdl-27711190

ABSTRACT

BACKGROUND: Patterns of gene expression of human pregnancy are poorly understood. In a trial of vitamin D supplementation in pregnant women, peripheral blood transcriptomes were measured longitudinally on 30 women and used to characterize gene co-expression networks. OBJECTIVE: Studies suggest that increased maternal Vitamin D levels may reduce the risk of asthma in early life, yet the underlying mechanisms have not been examined. In this study, we used a network-based approach to examine changes in gene expression profiles during the course of normal pregnancy and evaluated their association with maternal Vitamin D levels. DESIGN: The VDAART study is a randomized clinical trial of vitamin D supplementation in pregnancy for reduction of pediatric asthma risk. The trial enrolled 881 women at 10-18 weeks of gestation. Longitudinal gene expression measures were obtained on thirty pregnant women, using RNA isolated from peripheral blood samples obtained in the first and third trimesters. Differentially expressed genes were identified using significance of analysis of microarrays (SAM), and clustered using a weighted gene co-expression network analysis (WGCNA). Gene-set enrichment was performed to identify major biological pathways. RESULTS: Comparison of transcriptional profiles between first and third trimesters of pregnancy identified 5839 significantly differentially expressed genes (FDR<0.05). Weighted gene co-expression network analysis clustered these transcripts into 14 co-expression modules of which two showed significant correlation with maternal vitamin D levels. Pathway analysis of these two modules revealed genes enriched in immune defense pathways and extracellular matrix reorganization as well as genes enriched in notch signaling and transcription factor networks. CONCLUSION: Our data show that gene expression profiles of healthy pregnant women change during the course of pregnancy and suggest that maternal Vitamin D levels influence transcriptional profiles. These alterations of the maternal transcriptome may contribute to fetal immune imprinting and reduce allergic sensitization in early life. TRIAL REGISTRATION: clinicaltrials.gov NCT00920621.


Subject(s)
Transcription, Genetic/drug effects , Transcriptome/drug effects , Vitamin D/pharmacology , Adult , Female , Fetal Development/drug effects , Gene Regulatory Networks/drug effects , Humans , Pregnancy , Vitamin D/blood , Young Adult
17.
J Clin Invest ; 126(12): 4702-4715, 2016 12 01.
Article in English | MEDLINE | ID: mdl-27841759

ABSTRACT

BACKGROUND: Low vitamin D status in pregnancy was proposed as a risk factor of preeclampsia. METHODS: We assessed the effect of vitamin D supplementation (4,400 vs. 400 IU/day), initiated early in pregnancy (10-18 weeks), on the development of preeclampsia. The effects of serum vitamin D (25-hydroxyvitamin D [25OHD]) levels on preeclampsia incidence at trial entry and in the third trimester (32-38 weeks) were studied. We also conducted a nested case-control study of 157 women to investigate peripheral blood vitamin D-associated gene expression profiles at 10 to 18 weeks in 47 participants who developed preeclampsia. RESULTS: Of 881 women randomized, outcome data were available for 816, with 67 (8.2%) developing preeclampsia. There was no significant difference between treatment (N = 408) or control (N = 408) groups in the incidence of preeclampsia (8.08% vs. 8.33%, respectively; relative risk: 0.97; 95% CI, 0.61-1.53). However, in a cohort analysis and after adjustment for confounders, a significant effect of sufficient vitamin D status (25OHD ≥30 ng/ml) was observed in both early and late pregnancy compared with insufficient levels (25OHD <30 ng/ml) (adjusted odds ratio, 0.28; 95% CI, 0.10-0.96). Differential expression of 348 vitamin D-associated genes (158 upregulated) was found in peripheral blood of women who developed preeclampsia (FDR <0.05 in the Vitamin D Antenatal Asthma Reduction Trial [VDAART]; P < 0.05 in a replication cohort). Functional enrichment and network analyses of this vitamin D-associated gene set suggests several highly functional modules related to systematic inflammatory and immune responses, including some nodes with a high degree of connectivity. CONCLUSIONS: Vitamin D supplementation initiated in weeks 10-18 of pregnancy did not reduce preeclampsia incidence in the intention-to-treat paradigm. However, vitamin D levels of 30 ng/ml or higher at trial entry and in late pregnancy were associated with a lower risk of preeclampsia. Differentially expressed vitamin D-associated transcriptomes implicated the emergence of an early pregnancy, distinctive immune response in women who went on to develop preeclampsia. TRIAL REGISTRATION: ClinicalTrials.gov NCT00920621. FUNDING: Quebec Breast Cancer Foundation and Genome Canada Innovation Network. This trial was funded by the National Heart, Lung, and Blood Institute. For details see Acknowledgments.


Subject(s)
Dietary Supplements , Pre-Eclampsia/prevention & control , Pregnancy Trimester, First/blood , Pregnancy Trimester, Third/blood , Vitamin D/analogs & derivatives , Adolescent , Adult , Female , Humans , Incidence , Pre-Eclampsia/blood , Pre-Eclampsia/epidemiology , Pregnancy , Risk Factors , Vitamin D/administration & dosage , Vitamin D/pharmacokinetics
18.
BMC Med Genomics ; 8: 1, 2015 Jan 13.
Article in English | MEDLINE | ID: mdl-25582225

ABSTRACT

BACKGROUND: Exacerbations of chronic obstructive pulmonary disease (COPD), characterized by acute deterioration in symptoms, may be due to bacterial or viral infections, environmental exposures, or unknown factors. Exacerbation frequency may be a stable trait in COPD patients, which could imply genetic susceptibility. Observing the genes, networks, and pathways that are up- and down-regulated in COPD patients with differing susceptibility to exacerbations will help to elucidate the molecular signature and pathogenesis of COPD exacerbations. METHODS: Gene expression array and plasma biomarker data were obtained using whole-blood samples from subjects enrolled in the Treatment of Emphysema With a Gamma-Selective Retinoid Agonist (TESRA) study. Linear regression, weighted gene co-expression network analysis (WGCNA), and pathway analysis were used to identify signatures and network sub-modules associated with the number of exacerbations within the previous year; other COPD-related phenotypes were also investigated. RESULTS: Individual genes were not found to be significantly associated with the number of exacerbations. However using network methods, a statistically significant gene module was identified, along with other modules showing moderate association. A diverse signature was observed across these modules using pathway analysis, marked by differences in B cell and NK cell activity, as well as cellular markers of viral infection. Within two modules, gene set enrichment analysis recapitulated the molecular signatures of two gene expression experiments; one involving sputum from asthma exacerbations and another involving viral lung infections. The plasma biomarker myeloperoxidase (MPO) was associated with the number of recent exacerbations. CONCLUSION: A distinct signature of COPD exacerbations may be observed in peripheral blood months following the acute illness. While not predictive in this cross-sectional analysis, these results will be useful in uncovering the molecular pathogenesis of COPD exacerbations.


Subject(s)
Computational Biology/methods , Gene Expression Profiling , Genetic Predisposition to Disease , Pulmonary Disease, Chronic Obstructive/genetics , Aged , Algorithms , Biomarkers/blood , Cross-Sectional Studies , Emphysema/blood , Female , Humans , Linear Models , Male , Middle Aged , Phenotype , Pulmonary Disease, Chronic Obstructive/blood , Sequence Analysis, RNA , Severity of Illness Index , Transcriptome
19.
Epigenetics ; 9(11): 1473-84, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25482056

ABSTRACT

In utero smoke exposure has been shown to have detrimental effects on lung function and to be associated with persistent wheezing and asthma in children. One potential mechanism of IUS effects could be alterations in DNA methylation, which may have life-long implications. The goal of this study was to examine the association between DNA methylation and nicotine exposure in fetal lung and placental tissue in early development; nicotine exposure in this analysis represents a likely surrogate for in-utero smoke. We performed an epigenome-wide analysis of DNA methylation in fetal lung tissue (n = 85, 41 smoke exposed (48%), 44 controls) and the corresponding placental tissue samples (n = 80, 39 smoke exposed (49%), 41 controls) using the Illumina HumanMethylation450 BeadChip array. Differential methylation analyses were conducted to evaluate the variation associated with nicotine exposure. The most significant CpG sites in the fetal lung analysis mapped to the PKP3 (P = 2.94 × 10(-03)), ANKRD33B (P = 3.12 × 10(-03)), CNTD2 (P = 4.9 × 10(-03)) and DPP10 (P = 5.43 × 10(-03)) genes. In the placental methylome, the most significant CpG sites mapped to the GTF2H2C and GTF2H2D genes (P = 2.87 × 10(-06) - 3.48 × 10(-05)). One hundred and one unique CpG sites with P-values < 0.05 were concordant between lung and placental tissue analyses. Gene Set Enrichment Analysis demonstrated enrichment of specific disorders, such as asthma and immune disorders. Our findings demonstrate an association between in utero nicotine exposure and variable DNA methylation in fetal lung and placental tissues, suggesting a role for DNA methylation variation in the fetal origins of chronic diseases.


Subject(s)
DNA Methylation/drug effects , Lung/embryology , Nicotine/toxicity , Placenta/drug effects , Case-Control Studies , CpG Islands/drug effects , Dipeptidyl-Peptidases and Tripeptidyl-Peptidases/genetics , Female , Genome-Wide Association Study , Humans , Lung/drug effects , Lung/physiology , Male , Maternal Exposure , Placenta/physiology , Pregnancy
20.
J Biol Chem ; 283(50): 34519-31, 2008 Dec 12.
Article in English | MEDLINE | ID: mdl-18922790

ABSTRACT

In this study, we show that methylselenol, a selenometabolite implicated in cancer prevention, did not directly inactivate protein kinase C (PKC). Nonetheless, its oxidation product, methylseleninic acid (MSA), inactivated PKC at low micromolar concentrations through a redox modification of vicinal cysteine sulfhydryls in the catalytic domain of PKC. This modification of PKC that occurred in both isolated form and in intact cells was reversed by a reductase system involving thioredoxin reductase, a selenoprotein. PKC isoenzymes exhibited variable sensitivity to MSA with Ca(2+)-dependent PKC isoenzymes (alpha, beta, and gamma) being the most susceptible, followed by isoenzymes delta and epsilon. Other enzymes tested were inactivated only with severalfold higher concentrations of MSA than those required for PKC inactivation. This specificity for PKC was further enhanced when MSA was generated within close proximity to PKC through a reaction of methylselenol with PKC-bound lipid peroxides in the membrane. The MSA-methylselenol redox cycle resulted in the catalytic oxidation of sulfhydryls even with nanomolar concentrations of selenium. MSA inhibited cell growth and induced apoptosis in DU145 prostate cancer cells at a concentration that was higher than that needed to inhibit purified PKC alpha but in a range comparable with that required for the inhibition of PKC epsilon. This MSA-induced growth inhibition and apoptosis decreased with a conditional overexpression of PKC epsilon and increased with its knock-out by small interfering RNA. Conceivably, when MSA is generated within the vicinity of PKC, it specifically inactivates PKC isoenzymes, particularly the promitogenic and prosurvival epsilon isoenzyme, and this inactivation causes growth inhibition and apoptosis.


Subject(s)
Apoptosis , Organoselenium Compounds/metabolism , Prostatic Neoplasms/enzymology , Protein Kinase C/metabolism , Selenium/pharmacology , Catalytic Domain , Cell Line, Tumor , Cell Proliferation , Cell Survival/drug effects , Drug Resistance, Neoplasm , Humans , Isoenzymes/chemistry , Male , Oxygen/chemistry , Prostatic Neoplasms/metabolism , Protein Kinase C/chemistry , RNA, Small Interfering/metabolism
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