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本文引用的文献

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ENmix: a novel background correction method for Illumina HumanMethylation450 BeadChip.ENmix:一种用于Illumina HumanMethylation450 BeadChip的新型背景校正方法。
Nucleic Acids Res. 2016 Feb 18;44(3):e20. doi: 10.1093/nar/gkv907. Epub 2015 Sep 17.
2
Nucleated red blood cells impact DNA methylation and expression analyses of cord blood hematopoietic cells.有核红细胞会影响脐血造血细胞的DNA甲基化和表达分析。
Clin Epigenetics. 2015 Sep 11;7(1):95. doi: 10.1186/s13148-015-0129-6. eCollection 2015.
3
Estimation of blood cellular heterogeneity in newborns and children for epigenome-wide association studies.用于全表观基因组关联研究的新生儿和儿童血细胞异质性评估。
Environ Mol Mutagen. 2015 Dec;56(9):751-8. doi: 10.1002/em.21966. Epub 2015 Aug 31.
4
DNA Methylation in Whole Blood: Uses and Challenges.全血中的 DNA 甲基化:用途和挑战。
Curr Environ Health Rep. 2015 Jun;2(2):145-54. doi: 10.1007/s40572-015-0050-3.
5
Prenatal mercury concentration is associated with changes in DNA methylation at TCEANC2 in newborns.产前汞浓度与新生儿TCEANC2基因的DNA甲基化变化有关。
Int J Epidemiol. 2015 Aug;44(4):1249-62. doi: 10.1093/ije/dyv032. Epub 2015 Apr 22.
6
Maternal pre-pregnancy BMI and gestational weight gain, offspring DNA methylation and later offspring adiposity: findings from the Avon Longitudinal Study of Parents and Children.母亲孕前体重指数与孕期体重增加、后代DNA甲基化及后代后期肥胖:来自雅芳亲子纵向研究的结果。
Int J Epidemiol. 2015 Aug;44(4):1288-304. doi: 10.1093/ije/dyv042. Epub 2015 Apr 8.
7
Maternal gestational diabetes is associated with genome-wide DNA methylation variation in placenta and cord blood of exposed offspring.母体妊娠期糖尿病与暴露后代胎盘和脐带血中的全基因组DNA甲基化变异有关。
Hum Mol Genet. 2015 Jun 1;24(11):3021-9. doi: 10.1093/hmg/ddv013. Epub 2015 Jan 29.
8
Functional normalization of 450k methylation array data improves replication in large cancer studies.450k甲基化阵列数据的功能标准化可提高大型癌症研究中的重复性。
Genome Biol. 2014 Dec 3;15(12):503. doi: 10.1186/s13059-014-0503-2.
9
Maternal smoking and DNA methylation in newborns: in utero effect or epigenetic inheritance?母亲吸烟与新生儿DNA甲基化:子宫内效应还是表观遗传?
Cancer Epidemiol Biomarkers Prev. 2014 Jun;23(6):1007-17. doi: 10.1158/1055-9965.EPI-13-1256. Epub 2014 Apr 16.
10
Neonatal genome-wide methylation patterns in relation to birth weight in the Norwegian Mother and Child Cohort.挪威母亲和儿童队列研究中与出生体重相关的新生儿全基因组甲基化模式。
Am J Epidemiol. 2014 Apr 1;179(7):834-42. doi: 10.1093/aje/kwt433. Epub 2014 Feb 20.

脐带血细胞类型的DNA甲基化:在混合细胞出生研究中的应用。

DNA methylation of cord blood cell types: Applications for mixed cell birth studies.

作者信息

Bakulski Kelly M, Feinberg Jason I, Andrews Shan V, Yang Jack, Brown Shannon, L McKenney Stephanie, Witter Frank, Walston Jeremy, Feinberg Andrew P, Fallin M Daniele

机构信息

a Department of Epidemiology , Johns Hopkins University Bloomberg School of Public Health , Baltimore , Maryland , USA.

b Center for Epigenetics, Johns Hopkins University School of Medicine , Baltimore , Maryland , USA.

出版信息

Epigenetics. 2016 May 3;11(5):354-62. doi: 10.1080/15592294.2016.1161875. Epub 2016 Mar 28.

DOI:10.1080/15592294.2016.1161875
PMID:27019159
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4889293/
Abstract

Epigenome-wide association studies of disease widely use DNA methylation measured in blood as a surrogate tissue. Cell proportions can vary between people and confound associations of exposure or outcome. An adequate reference panel for estimating cell proportions from adult whole blood for DNA methylation studies is available, but an analogous cord blood cell reference panel is not yet available. Cord blood has unique cell types and the epigenetic signatures of standard cell types may not be consistent throughout the life course. Using magnetic bead sorting, we isolated cord blood cell types (nucleated red blood cells, granulocytes, monocytes, natural killer cells, B cells, CD4(+)T cells, and CD8(+)T cells) from 17 live births at Johns Hopkins Hospital. We confirmed enrichment of the cell types using fluorescence assisted cell sorting and ran DNA from the separated cell types on the Illumina Infinium HumanMethylation450 BeadChip array. After filtering, the final analysis was on 104 samples at 429,794 probes. We compared cell type specific signatures in cord to each other and methylation at 49.2% of CpG sites on the array differed by cell type (F-test P < 10(-8)). Differences between nucleated red blood cells and the remainder of the cell types were most pronounced (36.9% of CpG sites at P < 10(-8)) and 99.5% of these sites were hypomethylated relative to the other cell types. We also compared the mean-centered sorted cord profiles to the available adult reference panel and observed high correlation between the overlapping cell types for granulocytes and monocytes (both r=0.74), and poor correlation for CD8(+)T cells and NK cells (both r=0.08). We further provide an algorithm for estimating cell proportions in cord blood using the newly developed cord reference panel, which estimates biologically plausible cell proportions in whole cord blood samples.

摘要

疾病的全表观基因组关联研究广泛使用血液中测量的DNA甲基化作为替代组织。细胞比例在个体之间可能会有所不同,并混淆暴露或结果的关联。目前有一个用于从成人全血中估计DNA甲基化研究细胞比例的合适参考面板,但类似的脐带血细胞参考面板尚未可用。脐带血具有独特的细胞类型,标准细胞类型的表观遗传特征在整个生命过程中可能不一致。我们使用磁珠分选技术,从约翰霍普金斯医院的17例活产中分离出脐带血细胞类型(有核红细胞、粒细胞、单核细胞、自然杀伤细胞、B细胞、CD4(+)T细胞和CD8(+)T细胞)。我们使用荧光辅助细胞分选技术确认了细胞类型的富集,并将分离出的细胞类型的DNA在Illumina Infinium HumanMethylation450 BeadChip阵列上进行检测。经过筛选,最终分析在429,794个探针的104个样本上进行。我们比较了脐带血中细胞类型特异性特征之间的差异,发现阵列上49.2%的CpG位点的甲基化因细胞类型而异(F检验P < 10(-8))。有核红细胞与其他细胞类型之间的差异最为明显(36.9%的CpG位点P < 10(-8)),其中99.5%的这些位点相对于其他细胞类型是低甲基化的。我们还将平均中心化的分选脐带血图谱与现有的成人参考面板进行比较,观察到粒细胞和单核细胞重叠细胞类型之间的相关性较高(r均为0.74),而CD8(+)T细胞和自然杀伤细胞之间的相关性较差(r均为0.08)。我们进一步提供了一种使用新开发的脐带血参考面板估计脐带血中细胞比例的算法,该算法可估计全脐带血样本中生物学上合理的细胞比例。