ArticleBMC genomics2013
Human growth is associated with distinct patterns of gene expression in evolutionarily conserved networks.
Article in BMC genomics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed, 66 citations in OpenAlex.
- Evolutionary conserved networks of human height identify multiple Mendelian causes of short stature.European journal of human genetics : EJHG · 2019Trial
- Transcriptomics and machine learning predict diagnosis and severity of growth hormone deficiency.JCI insight · 2018Trial
- GH deficiency status combined with GH receptor polymorphism affects response to GH in children.European journal of endocrinology · 2015Trial
- Transcriptome remodelling and changes in growth and cardiometabolic phenotype result following Grb10a knockdown in the early life of the zebrafish.Cellular and molecular life sciences : CMLS · 2025Article
- Insights into pubertal development: a narrative review on the role of epigenetics.Journal of endocrinological investigation · 2025Review
- Early-Stage Moderate Alcohol Feeding Dysregulates Insulin-Related Metabolic Hormone Expression in the Brain: Potential Links to Neurodegeneration Including Alzheimer's Disease.Journal of Alzheimer's disease reports · 2024Article
- Article
- Similar hypothyroid and sepsis circulating mRNA expression could be useful as a biomarker in nonthyroidal illness syndrome: a pilot study.Archives of endocrinology and metabolism · 2023Article
- A database of pediatric drug effects to evaluate ontogenic mechanisms from child growth and development.Med (New York, N.Y.) · 2022Article
- Role ofJournal of the Endocrine Society · 2022Article
- No population left behind: Improving paediatric drug safety using informatics and systems biology.British journal of clinical pharmacology · 2022Review
- Pharmacogenomics in Children.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Pharmacogenomics applied to recombinant human growth hormone responses in children with short stature.Reviews in endocrine & metabolic disorders · 2021Review
- Physiological mechanisms underlying children's circannual growth patterns and their contributions to the obesity epidemic in elementary school age children.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2020Review
- Exercise-associated prevention of adult cardiovascular disease in children and adolescents: monocytes, molecular mechanisms, and a call for discovery.Pediatric research · 2020Review
- The Pediatric Cell Atlas: Defining the Growth Phase of Human Development at Single-Cell Resolution.Developmental cell · 2019Review
- Systems based analysis of human embryos and gene networks involved in cell lineage allocation.BMC genomics · 2019Article
- Hypoalbuminemia: Pathogenesis and Clinical Significance.JPEN. Journal of parenteral and enteral nutrition · 2019Review
- A high-quality annotated transcriptome of swine peripheral blood.BMC genomics · 2017Article
- A systematic SNP selection approach to identify mechanisms underlying disease aetiology: linking height to post-menopausal breast and colorectal cancer risk.Scientific reports · 2017Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundA co-ordinated tissue-independent gene expression profile associated with growth is present in rodent models and this is hypothesised to extend to all mammals. Growth in humans has similarities to other mammals but the return to active long bone growth in the pubertal growth spurt is a distinctly human growth event. The aim of this study was to describe gene expression and biological pathways associated with stages of growth in children and to assess tissue-independent expression patterns in relation to human growth.
resultsWe conducted gene expression analysis on a library of datasets from normal children with age annotation, collated from the NCBI Gene Expression Omnibus (GEO) and EBI Arrayexpress databases. A primary data set was generated using cells of lymphoid origin from normal children; the expression of 688 genes (ANOVA false discovery rate modified p-value, q < 0.1) was associated with age, and subsets of these genes formed clusters that correlated with the phases of growth--infancy, childhood, puberty and final height. Network analysis on these clusters identified evolutionarily conserved growth pathways (NOTCH, VEGF, TGFB, WNT and glucocorticoid receptor--Hyper-geometric test, q < 0.05). The greatest degree of network 'connectivity' and hence functional significance was present in infancy (Wilcoxon test, p < 0.05), which then decreased through to adulthood. These observations were confirmed in a separate validation data set from lymphoid tissue. Similar biological pathways were observed to be associated with development-related gene expression in other tissues (conjunctival epithelia, temporal lobe brain tissue and bone marrow) suggesting the existence of a tissue-independent genetic program for human growth and maturation.
conclusionsSimilar evolutionarily conserved pathways have been associated with gene expression and child growth in multiple tissues. These expression profiles associate with the developmental phases of growth including the return to active long bone growth in puberty, a distinctly human event. These observations also have direct medical relevance to pathological changes that induce disease in children. Taking into account development-dependent gene expression profiles for normal children will be key to the appropriate selection of genes and pathways as potential biomarkers of disease or as drug targets.
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