Project description:Small Sample-Big Data: Integrative Indexed Systems Biology Reveals Dramatic Molecular Ontogeny over the First Week of Human Life in Papua New Guinea
Project description:Systems biology provides a powerful approach to unravel complex biological processes yet it has not been applied systematically to samples from newborns, a group highly vulnerable to a wide range of diseases. Published methods rely on blood volumes that are not feasible to obtain from newborns. We optimized methods to extract transcriptomic, proteomic, metabolomic, cytokine/chemokine, and single cell immune phenotyping data from <1ml of blood, a volume readily obtained from newborns. Furthermore, indexing to baseline and applying innovative integrative computational methods that address the challenge of few data points with many features enabled identification of robust findings within a readily achievable sample size. This approach uncovered dramatic changes along a stable developmental trajectory over the first week of life. The ability to extract information from ‘big data’ and draw key insights from such small sample volumes will enable and accelerate characterization of the molecular ontogeny driving this crucial developmental period.
Project description:The study consists of 12 samples of 39-week-old N. furzeri (skin and brain). Jena Centre for Systems Biology of Ageing - JenAge (www.jenage.de)
Project description:Lipotoxicity is a metabolic disorder that results from accumulation of lipids, particularly fatty acids, in non-adipose tissue leading to cellular dysfunction, lipid droplet formation, and cell death. Our studies indicate for the first time that the neurovascular circulation also can manifest lipotoxicity, which could have major effects on cognitive function. The penetration of integrative systems biology approaches is limited in this area of research, which reduces our capacity to gain an objective insight into the signal transduction and regulation dynamics at a systems level. We used microarrays to determine the TGRL lipolysis products induced gene expression and to understand the mechanism underline the vascular inflammation.
Project description:Introduction:The purpose of this study is to provide athe first global transcriptomic profiling and systems analysis of BoNT-A treated muscle over a one year period. Microarray analysis was performed on rat TA muscle from 4 groups (n=4/group) at 1,4, 12 and 52 weeks after BoNT-A injection and saline injected rats at 12 weeks as control. Fold changes were computed at each time point with respect to control. Results: Dramatic transcriptional adaptation occurs at 1 week with a paradoxical increase in expression of slow and immature isoforms; increased expression of genes in competing pathways of repair and atrophy; impaired mitochondrial biogenesis and increased metal ion imbalance. ECM adaptations occurred at 4weeks to the basal lamina and fibrillar ECM. The muscle transcriptome returned to the unperturbed state 12 weeks post-injection. Conclusion: Transcriptional adaptations resemble denervated muscle albeit some differences. Overall gene expression, across time, correlates with the generally accepted BoNT-A time course.
2014-11-01 | GSE52350 | GEO
Project description:Saccharomyces cerevisiae systems biology of ethanol
| PRJNA727478 | ENA
Project description:Systems biology of interstitial lung diseases
