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Comparative analysis of three extraction method for simultaneous metabolomic and proteomic profiling

ABSTRACT: The simultaneous analysis of the proteome and metabolome in biological samples is essential for advancing systems biology, enabling a deeper understanding of molecular mechanisms governing diverse biological processes. This study compares three extraction methods: the Bligh and Dyer method, the Matyash method, and a simple methanol extraction technique. This study was conduct on lyophilized potato tuber powder, a complex matrix containing starches, proteins, and a variety of metabolites. With the use of high-resolution mass spectrometry (HRMS), specifically nanoLC-MS/MS and direct infusion Fourier transform ion cyclotron resonance mass spectrometry (DI-FT-ICR-MS), we aimed to select one of these extraction methods to understand the behaviours of several potato cultivar facing cold stress. Our findings indicate that the Matyash and methanol extraction methods provided superior performance and reproducibility for proteomic analysis, while all methods offered similar results in metabolomic profiling. Moreover, the dual-phase extraction from the Bligh and Dyer and Matyash methods revealed distinct and complementary datasets, emphasizing the importance of multi-phase approaches for comprehensive molecular characterization. Despite some redundancy observed between polar and apolar phases, the overall analysis highlights the necessity of optimal extraction techniques for future proteomic and metabolomic studies. These results enhance our understanding of the potato tuber’s biological landscape.

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ORGANISM(S): Solanum Tuberosum (potato)

TISSUE(S): Tuber

SUBMITTER: BRAY FABRICE

LAB HEAD: fabrice bray

PROVIDER: PXD060367 | Pride | 2026-02-09

REPOSITORIES: Pride

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Project description:For a long time, Neanderthals were considered hunters of large mammals, whereas the diversification of the exploited faunal spectrum to include smaller taxa, including birds, was assumed to be specific to anatomically modern humans. In recent decades, archaeozoological analyses of faunal remains from layers associated with Middle Palaeolithic lithic industries have revealed traces of human manipulation of small taxa, indicating the exploitation of a wider range of animals than previously thought, including small or fast-moving animals such as molluscs, leporids and birds. These new data have challenged the view that Neanderthals did not exploit small animals, thereby narrowing the behavioral gap with anatomically modern humans. Nevertheless, the information currently available comes almost exclusively from southern Europe and the nature of Neanderthal small fauna exploitation in northern Europe remains largely unknown. The present study aims to fill this gap by applying archaeozoological methods, including detailed taphonomic and traceological analyses, to 118 bird remains recovered from levels containing Middle Palaeolithic industries at Scladina cave, southern Belgium. Analyses of proteomics were applied to clarify the taxonomic identity of two morphologically non-diagnostic elements. Compared to mammal remains, bird bones, most of which belong to the order Galliformes, are scarce at Scladina Cave. This is likely due to conservation bias. Traces of non-human predators or scavengers, suggest that mammalian carnivores are responsible for accumulating a considerable portion of the avian assemblage. In total, seven bird bones exhibit anthropogenic traces, and one element presents questionable traces. Various Galliformes and a cormorant were exploited likely for their meat, during MIS 5 and/or 6 and MIS 6. The terminal posterior phalanx (talon) of a raptor of the size of a pomarine eagle displays intense polishing that could be linked to human manipulation of this element (MIS 5 and/or 6), although in the absence of tool marks this remains hypothetical at this stage. On the radius of a Western capercaillie, two deep incisions may indicate bone working, and intense use-wear on one of the fractured ends indicates that the bone has been utilized, potentially on soft organic material (MIS 6). This study provides the first evidence of the exploitation of birds during the Middle Palaeolithic in Belgium and constitutes the only detailed archaeozoological analysis of bird material in northwestern Europe. The likely transformation and use of a bird bone is only the second example recovered from Neanderthal occupations. The novel taxa identified as Neanderthal prey highlight the plasticity of Neanderthal ecological behavior, adapting to different landscapes and climates and exploiting the full spectrum of locally available prey.

Project description:Roseburia inulinivorans is a recently identified motile representative of the Firmicutes that contributes to butyrate formation from a variety of dietary polysaccharide substrates in the human large intestine. Microarray analysis was used here to investigate substrate-driven gene expression changes in R. inulinivorans A2-194. A cluster of fructo-oligosaccharide (FOS)/inulin utilisation genes induced during growth on inulin included one encoding a b-fructofuranosidase protein that was prominent in the proteome of inulin-grown cells. This cluster also included a 6-phosphofructokinase and an ABC transport system, while a distinct inulin-induced 1-phosphofructokinase was linked to a fructose-specific phosphoenolpyruvate-dependent sugar phosphotransferase system (PTS II transport enzyme). Real-time PCR analysis demonstrated that the b-fructofuranosidase and adjacent ABC transport protein showed greatest induction during growth on inulin, whereas the 1-phosphofructokinase enzyme and linked PTS II transport system were most strongly up-regulated during growth on fructose, indicating that these two clusters play distinct roles in the utilization of inulin. The R. inulinivorans B-fructofuranosidase was over-expressed in E. coli and shown to hydrolyse fructans ranging from inulin down to sucrose, with greatest activity on fructo-oligosacharides. Genes induced on starch included the major extra-cellular a-amylase and two distinct a-glucanotransferases together with a gene encoding a flagellin protein. The latter response may be concerned with improving bacterial access to insoluble starch particles. RNA was purified from mid-exponential phase (OD650 = 0.4) cultures of R. inulinivorans grown on basal YCFA supplemented with a single substrate of either starch or inulin using the RNeasy RNA purification kit (Qiagen), and the mRNA component enriched using the MICROBExpress system (Ambion). The purified RNA (1 ug) was labelled by reverse transcription (Amersham), employing random nonamer extension incorporating either dCTP-Cy3 or dCTP-Cy5 dyes. In order to ensure reproducibility, and to obtain statistically significant results, the dye labelling was swapped for a second hybridisation. RNA purified from a separate biological replicate was labelled and hybridised twice in the same way.

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	280624C3.raw	Raw
	280624MTBE1.raw	Raw
	280624MTBE2.raw	Raw

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Comparative analysis of three extraction method for simultaneous metabolomic and proteomic profiling

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