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1.
Nat Genet ; 56(4): 585-594, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38553553

ABSTRACT

We performed whole-genome sequencing (WGS) in 327 children with cerebral palsy (CP) and their biological parents. We classified 37 of 327 (11.3%) children as having pathogenic/likely pathogenic (P/LP) variants and 58 of 327 (17.7%) as having variants of uncertain significance. Multiple classes of P/LP variants included single-nucleotide variants (SNVs)/indels (6.7%), copy number variations (3.4%) and mitochondrial mutations (1.5%). The COL4A1 gene had the most P/LP SNVs. We also analyzed two pediatric control cohorts (n = 203 trios and n = 89 sib-pair families) to provide a baseline for de novo mutation rates and genetic burden analyses, the latter of which demonstrated associations between de novo deleterious variants and genes related to the nervous system. An enrichment analysis revealed previously undescribed plausible candidate CP genes (SMOC1, KDM5B, BCL11A and CYP51A1). A multifactorial CP risk profile and substantial presence of P/LP variants combine to support WGS in the diagnostic work-up across all CP and related phenotypes.


Subject(s)
Cerebral Palsy , DNA Copy Number Variations , Humans , Child , DNA Copy Number Variations/genetics , Cerebral Palsy/genetics , Mutation , Whole Genome Sequencing , Genomics
2.
PLoS Comput Biol ; 18(2): e1009868, 2022 02.
Article in English | MEDLINE | ID: mdl-35226660

ABSTRACT

Assessment of differential gene expression by qPCR is heavily influenced by the choice of reference genes. Although numerous statistical approaches have been proposed to determine the best reference genes, they can give rise to conflicting results depending on experimental conditions. Hence, recent studies propose the use of RNA-Seq to identify stable genes followed by the application of different statistical approaches to determine the best set of reference genes for qPCR data normalization. In this study, however, we demonstrate that the statistical approach to determine the best reference genes from commonly used conventional candidates is more important than the preselection of 'stable' candidates from RNA-Seq data. Using a qPCR data normalization workflow that we have previously established; we show that qPCR data normalization using conventional reference genes render the same results as stable reference genes selected from RNA-Seq data. We validated these observations in two distinct cross-sectional experimental conditions involving human iPSC derived microglial cells and mouse sciatic nerves. These results taken together show that given a robust statistical approach for reference gene selection, stable genes selected from RNA-Seq data do not offer any significant advantage over commonly used reference genes for normalizing qPCR assays.


Subject(s)
Gene Expression Profiling , Animals , Cross-Sectional Studies , Mice , RNA-Seq , Real-Time Polymerase Chain Reaction , Exome Sequencing
3.
Development ; 147(11)2020 06 11.
Article in English | MEDLINE | ID: mdl-32527937

ABSTRACT

Our understanding of the molecular regulation of aging and age-related diseases is still in its infancy, requiring in-depth characterization of the molecular landscape shaping these complex phenotypes. Emerging classes of molecules with promise as aging modulators include transposable elements, circRNAs and the mitochondrial transcriptome. Analytical complexity means that these molecules are often overlooked, even though they exhibit strong associations with aging and, in some cases, may directly contribute to its progress. Here, we review the links between these novel factors and age-related phenotypes, and we suggest tools that can be easily incorporated into existing pipelines to better understand the aging process.


Subject(s)
DNA Transposable Elements/genetics , Mitochondria/metabolism , RNA, Circular/metabolism , Aging , Alu Elements/genetics , Animals , Genomic Instability , Humans , MicroRNAs/metabolism , Mitochondria/genetics , Ribonucleoproteins/genetics , Ribonucleoproteins/metabolism
4.
Hum Genet ; 139(3): 333-356, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31677133

ABSTRACT

Although aging is a conserved phenomenon across evolutionary distant species, aspects of the aging process have been found to differ between males and females of the same species. Indeed, observations across mammalian studies have revealed the existence of longevity and health disparities between sexes, including in humans (i.e. with a female or male advantage). However, the underlying mechanisms for these sex differences in health and lifespan remain poorly understood, and it is unclear which aspects of this dimorphism stem from hormonal differences (i.e. predominance of estrogens vs. androgens) or from karyotypic differences (i.e. XX vs. XY sex chromosome complement). In this review, we discuss the state of the knowledge in terms of sex dimorphism in various aspects of aging and in human age-related diseases. Where the interplay between sex differences and age-related differences has not been explored fully, we present the state of the field to highlight important future research directions. We also discuss various dietary, drug or genetic interventions that were shown to improve longevity in a sex-dimorphic fashion. Finally, emerging tools and models that can be leveraged to decipher the mechanisms underlying sex differences in aging are also briefly discussed.


Subject(s)
Aging/physiology , Animals , Humans , Longevity/physiology , Sex Characteristics
5.
BMB Rep ; 52(1): 86-108, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30526773

ABSTRACT

In multi-cellular organisms, the control of gene expression is key not only for development, but also for adult cellular homeostasis, and gene expression has been observed to be deregulated with aging. In this review, we discuss the current knowledge on the transcriptional alterations that have been described to occur with age in metazoans. First, we discuss age-related transcriptional changes in protein-coding genes, the expected functional impact of such changes, and how known pro-longevity interventions impact these changes. Second, we discuss the changes and impact of emerging aspects of transcription in aging, including age-related changes in splicing, lncRNAs and circRNAs. Third, we discuss the changes and potential impact of transcription of transposable elements with aging. Fourth, we highlight small ncRNAs and their potential impact on the regulation of aging phenotypes. Understanding the aging transcriptome will be key to identify important regulatory targets, and ultimately slow-down or reverse aging and extend healthy lifespan in humans. [BMB Reports 2019; 52(1): 86-108].


Subject(s)
Aging/genetics , Longevity/genetics , Transcriptome/genetics , Animals , Gene Expression/genetics , Gene Expression Regulation/physiology , Homeostasis , Humans , Phenotype , RNA, Untranslated/genetics , RNA, Untranslated/physiology
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