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1.
Int J Mol Sci ; 22(12)2021 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-34203623

RESUMEN

To increase the efficiency of assisted reproductive techniques (ART), molecular studies have been performed to identify the best predictive biomarkers for selecting the most suitable germ cells for fertilization and the best embryo for intra-uterine transfer. However, across different studies, no universal markers have been found. In this study, we addressed this issue by generating gene expression and CpG methylation profiles of outer cumulus cells obtained during intra-cytoplasmic sperm injection (ICSI). We also studied the association of the generated genomic data with the clinical parameters (spindle presence, zona pellucida birefringence, pronuclear pattern, estrogen level, endometrium size and lead follicle size) and the pregnancy result. Our data highlighted the presence of several parameters that affect analysis, such as inter-individual differences, inter-treatment differences, and, above all, specific treatment protocol differences. When comparing the pregnancy outcome following the long protocol (GnRH agonist) of ovarian stimulation, we identified the single gene markers (NME6 and ASAP1, FDR < 5%) which were also correlated with endometrium size, upstream regulators (e.g., EIF2AK3, FSH, ATF4, MKNK1, and TP53) and several bio-functions related to cell death (apoptosis) and cellular growth and proliferation. In conclusion, our study highlighted the need to stratify samples that are very heterogeneous and to use pathway analysis as a more reliable and universal method for identifying markers that can predict oocyte development potential.


Asunto(s)
Biomarcadores/metabolismo , Células del Cúmulo/metabolismo , Desarrollo Embrionario , Oocitos/metabolismo , Adulto , Islas de CpG/genética , Metilación de ADN/genética , Bases de Datos como Asunto , Femenino , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Humanos , Embarazo , Donantes de Tejidos
2.
Int J Mol Sci ; 21(20)2020 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-33096636

RESUMEN

In humans, Factor VIII (F8) deficiency leads to hemophilia A and F8 is largely synthesized and secreted by the liver sinusoidal endothelial cells (LSECs). However, the specificity and characteristics of these cells in comparison to other endothelial cells is not well known. In this study, we performed genome wide expression and CpG methylation profiling of fetal and adult human primary LSECs together with other fetal primary endothelial cells from lung (micro-vascular and arterial), and heart (micro-vascular). Our results reveal expression and methylation markers distinguishing LSECs at both fetal and adult stages. Differential gene expression of fetal LSECs in comparison to other fetal endothelial cells pointed to several differentially regulated pathways and biofunctions in fetal LSECs. We used targeted bisulfite resequencing to confirm selected top differentially methylated regions. We further designed an assay where we used the selected methylation markers to test the degree of similarity of in-house iPS generated vascular endothelial cells to primary LSECs; a higher similarity was found to fetal than to adult LSECs. In this study, we provide a detailed molecular profile of LSECs and a guide to testing the effectiveness of production of in vitro differentiated LSECs.


Asunto(s)
Células Endoteliales/fisiología , Hígado/citología , Hígado/embriología , Islas de CpG , Metilación de ADN , Células Endoteliales/citología , Células Progenitoras Endoteliales/citología , Células Progenitoras Endoteliales/fisiología , Epigénesis Genética , Factor VIII/genética , Perfilación de la Expresión Génica , Marcadores Genéticos , Humanos , Pulmón/citología , Pulmón/embriología , Masculino , Persona de Mediana Edad , Análisis de la Célula Individual , Sulfitos , Secuenciación Completa del Genoma
3.
Hum Mol Genet ; 21(1): 219-35, 2012 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-21972244

RESUMEN

LINE-1 repeats account for ~17% of the human genome. Little is known about their individual methylation patterns, because their repetitive, almost identical sequences make them difficult to be individually targeted. Here, we used bisulfite conversion to study methylation at individual LINE-1 repeats. The loci studied included 39 X-linked loci and 5 autosomal loci. On the X chromosome in women, we found statistically significant less methylation at almost all L1Hs compared with men. Methylation at L1P and L1M did not correlate with the inactivation status of the host DNA, while the majority of L1Hs that were possible to be studied lie in inactivated regions. To investigate whether the male-female differences at L1Hs on the X are linked to the inactivation process itself rather than to a mere influence of gender, we analyzed six of the L1Hs loci on the X chromosome in Turners and Klinefelters which have female and male phenotype, respectively, but with reversed number of X chromosomes. We could confirm that all samples with two X chromosomes are hypomethylated at the L1Hs loci. Therefore, the inactive X is hypomethylated at L1Hs; the latter could play an exclusive role in the X chromosome inactivation process. At autosomal L1Hs, methylation levels showed a correlation tendency between methylation level and genome size, with higher methylation observed at most loci in individuals with one X chromosome and the lowest in XXY individuals. In summary, loci-specific LINE-1 methylation levels show considerable plasticity and depend on genomic position and constitution.


Asunto(s)
Cromosomas Humanos X/genética , Tamaño del Genoma , Síndrome de Klinefelter/genética , Elementos de Nucleótido Esparcido Largo , Mutagénesis Insercional , Regiones Promotoras Genéticas , Síndrome de Turner/genética , Inactivación del Cromosoma X , Adulto , Metilación de ADN , Femenino , Humanos , Masculino , Adulto Joven
4.
Hum Mol Genet ; 18(10): 1755-68, 2009 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-19246518

RESUMEN

Causes underlying inter-individual variations in DNA methylation profiles among normal healthy populations are not thoroughly understood. To investigate the contribution of genetic variation in DNA methyltransferase (DNMT) genes to such epigenetic variation, we performed a systematic search for polymorphisms in all known human DNMT genes [DNMT1, DNMT3A, DNMT3B, DNMT3L and DNMT2 (TRDMT1)] in 192 healthy males and females. One hundred and eleven different polymorphisms were detected. Of these, 24 were located in coding regions and 10 resulted in an amino acid change that may affect the corresponding DNMT protein structure or function. Association analysis between all major polymorphisms (frequency > 1%) and quantitative DNA methylation profiles did not return significant results after correction for multiple testing. Polymorphisms leading to an amino acid change were further investigated for changes in global DNA methylation by differential methylation hybridization. This analysis revealed that a rare change at DNMT3L (R271Q) was associated with significant DNA hypomethylation. Biochemical characterization confirmed that DNMT3L(R271Q) is impaired in its ability to stimulate de novo DNA methylation by DNMT3A. Methylated DNA immunoprecipitation based analysis using CpG island microarrays revealed that the hypomethylation in this sample preferentially clustered to subtelomeric genomic regions with affected loci corresponding to a subset of repetitive CpG islands with low predicted promoter potential located outside of genes.


Asunto(s)
ADN (Citosina-5-)-Metiltransferasas/genética , Metilación de ADN , Polimorfismo Genético , Adulto , Secuencia de Aminoácidos , Sustitución de Aminoácidos , Islas de CpG , ADN (Citosina-5-)-Metiltransferasas/química , ADN (Citosina-5-)-Metiltransferasas/metabolismo , ADN Metiltransferasa 3A , Femenino , Humanos , Masculino , Datos de Secuencia Molecular , Mutación Missense , Unión Proteica , Alineación de Secuencia , Adulto Joven
5.
Clin Epigenetics ; 7: 17, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25798207

RESUMEN

BACKGROUND: Hypomethylation of long interspersed element (LINE)-1 has been observed in tumorigenesis when using degenerate assays, which provide an average across all repeats. However, it is unknown whether individual LINE-1 loci or different CpGs within one specific LINE-1 promoter are equally affected by methylation changes. Conceivably, studying methylation changes at specific LINE-1 may be more informative than global assays for cancer diagnostics. Therefore, with the aim of mapping methylation at individual LINE-1 loci at single-CpG resolution and exploring the diagnostic potential of individual LINE-1 locus methylation, we analyzed methylation at 11 loci by pyrosequencing, next-generation bisulfite sequencing as well as global LINE-1 methylation in bladder, colon, pancreas, prostate, and stomach cancers compared to paired normal tissues and in blood samples from some of the patients compared to healthy donors. RESULTS: Most (72/80) tumor samples harbored significant methylation changes at at least one locus. Notably, our data revealed not only the expected hypomethylation but also hypermethylation at some loci. Specific CpGs within the LINE-1 consensus sequence appeared preferentially hypomethylated suggesting that these could act as seeds for hypomethylation. In silico analysis revealed that these CpG sites more likely faced the histones in the nucleosome. Multivariate logistic regression analysis did not reveal a significant clinical advantage of locus-specific methylation markers over global methylation markers in distinguishing tumors from normal tissues. CONCLUSIONS: Methylation changes at individual LINE-1 loci are heterogeneous, whereas specific CpGs within the consensus sequence appear to be more prone to hypomethylation. With a broader selection of loci, locus-specific LINE-1 methylation could become a tool for tumor detection.

6.
PLoS One ; 7(9): e44585, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22970256

RESUMEN

In humans, considerable variation in methylation at single loci and repetitive elements in various cells and tissues is observed. Recently, several inter- and intra-tissue correlations for DNA methylation have been reported. To investigate the extent and reproducibility of such correlations, we investigated inter- and intra-tissue methylation correlations among seven different loci in 9 different tissues in a population of 100 healthy seven-week-old CD1 outbred mice. We used a highly quantitative approach to measure methylation levels to high accuracy at two single loci in the alpha-actin and myosine light chain promoters, at three differentially methylated regions of the Peg3, Snrpn and Lit1 genes associated with imprinted loci, and at two repetitive elements in the Line-1 and IAP-LTR genes in the various tissues. In this population of mice, methylation at several loci was sex-associated and intra-tissue correlations among the studied loci were observed for brain and spleen. Inter-tissue correlations were rarely observed. To investigate method-dependent experimental variability, we re-analyzed the same spleen and tongue samples using SIRPH and pyrosequencing methods and reconfirmed intra-tissue correlations for spleen and sex-associated correlations for DNA methylation for tongue. When we repeated DNA methylation measurements for a second mouse population raised under similar conditions three months later, we did not detect sex-associated or intra-tissues correlations. Additional studies that examine large numbers of loci may be required to further understand the factors that influence stability of DNA methylation.


Asunto(s)
Metilación de ADN , Animales , Ratones , Ratones Endogámicos
7.
Methods Mol Biol ; 791: 89-100, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21913073

RESUMEN

Genome-wide sequence-specific methylation analysis has become a readily available and affordable procedure in epigenetic laboratories. Most of these procedures are based on immunoprecipitation, microarrays, or next generation deep bisulfite sequencing. However, most of these protocols are far from being quantitative. Moreover, abnormal or specific methylation patterns must always be further validated by quantitative sequence-specific methylation analysis. In this chapter, we describe a detailed and simplified protocol (using one universal HPLC gradient for all separations as well as one SNuPE annealing temperature for all primers) for the previously published SIRPH analysis, which is based on the single nucleotide primer extension combined with high-performance liquid chromatography. This method is highly accurate, reproducible, quantitative, and suitable for analysis of as little as 50 ng of PCR product derived from limited starting materials.


Asunto(s)
Cromatografía Líquida de Alta Presión/métodos , Cromatografía de Fase Inversa/métodos , Islas de CpG/genética , Metilación de ADN/genética , Cartilla de ADN/genética
8.
PLoS One ; 6(1): e16252, 2011 Jan 19.
Artículo en Inglés | MEDLINE | ID: mdl-21311577

RESUMEN

Previously, we reported on inter-individual and gender specific variations of LINE-1 methylation in healthy individuals. In this study, we investigated whether this variability could be influenced by age or sex hormones in humans. To this end, we studied LINE-1 methylation in vivo in blood-derived DNA from individuals aged 18 to 64 years and from young healthy females at various hormone levels during the menstrual cycle. Our results show that no significant association with age was observed. However, the previously reported increase of LINE-1 methylation in males was reconfirmed. In females, although no correlation between LINE-1 or Alu methylation and hormone levels was observed, a significant stable individual specific level of methylation was noted. In vitro results largely confirmed these findings, as neither estrogen nor dihydrotestosterone affected LINE-1 or Alu methylation in Hek293T, HUVEC, or MDA-kb2 cell lines. In contrast, a decrease in methylation was observed in estrogen-treated T47-Kbluc cell lines strongly expressing estrogen receptor. The very low expression of estrogen receptor in blood cells could explain the observed insensitivity of methylation at LINE-1 to natural hormonal variations in females. In conclusion, neither natural cycle of hormones nor age has a detectable effect on the LINE-1 methylation in peripheral blood cells, while gender remains an important factor.


Asunto(s)
Metilación de ADN , ADN/sangre , Elementos de Nucleótido Esparcido Largo/genética , Adolescente , Adulto , Factores de Edad , Sangre , Línea Celular , Femenino , Hormonas Esteroides Gonadales/análisis , Hormonas Esteroides Gonadales/fisiología , Humanos , Masculino , Persona de Mediana Edad , Receptores de Estrógenos/análisis , Receptores de Estrógenos/fisiología , Factores Sexuales , Adulto Joven
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