Table · dataset · 2026
<b>Metabolomics data for GEM-iPfu 2,3-BDO strain (O'Quinn et al., 2026 & Vailionis et al., 2026)</b>
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.33990874.v1
Description
<p dir="ltr">This figshare item mirrors the processed metabolomics data files associated with the GEM-iPfu genome-scale metabolic model repository, supporting the manuscripts O'Quinn <i>et al. </i>(2026) and Vailionis <i>et al. </i>(2026). It is provided as a convenience download and manual backup for the corresponding files tracked with Git LFS in the primary GitHub/Zenodo release.</p><p dir="ltr"><b>Contents:</b> Targeted and untargeted LC-MS metabolomics data for <i>Pyrococcus furiosus</i> strains Pfu-COM1 and Pfu-BDO, including long-format measurement tables, expression matrices, sample and feature metadata, and limma differential abundance results.</p><p dir="ltr"><b>Files:</b></p><ul><li><code>data/metabolomics/2026-04-01_targeted_df_long.tsv</code> — targeted metabolomics measurements (long format)</li><li><code>data/metabolomics/</code><code>2026-04-01_targeted_expr_matrix.tsv</code> — targeted metabolomics expression matrix</li><li><code>data/metabolomics/</code><code>2026-04-01_targeted_feature_metadata.tsv</code> — targeted feature annotations</li><li><code>data/metabolomics/</code><code>2026-04-01_targeted_sample_metadata.tsv</code> — targeted sample metadata</li><li><code>data/metabolomics/</code><code>2026-04-01_untargeted_df_long.tsv</code> — untargeted metabolomics measurements (long format)</li><li><code>data/metabolomics/</code><code>2026-04-01_untargeted_expr_matrix.tsv</code> — untargeted metabolomics expression matrix</li><li><code>data/metabolomics/</code><code>2026-04-01_untargeted_feature_metadata.tsv</code> — untargeted feature annotations</li><li><code>data/metabolomics/</code><code>2026-04-01_untargeted_sample_metadata.tsv</code> — untargeted sample metadata</li><li><code>data/metabolomics/</code><code>2026-04-05_Pfu_targeted_limma_results.csv</code> — limma differential abundance results (targeted)</li><li><code>data/metabolomics/</code><code>2026-04-05_Pfu_untargeted_limma_results.csv</code> — limma differential abundance results (untargeted)</li><li><code>output/samples_dict.pkl</code>— python pickle file containing a dictionary of dataframes with random flux samples used for manuscript figures</li></ul><p dir="ltr"><b>Primary release:</b> The full model, analysis scripts, and version history are available at:</p><ul><li>GitHub: <a href="github.com/zhanglab/GEM-iPfu" target="_blank">github.com/zhanglab/GEM-iPfu</a></li><li>Zenodo (v1.2.1): <a href="doi.org/10.5281/zenodo.7915812" target="_blank" rel="noreferrer">doi.org/10.5281/zenodo.791581</a></li></ul><p dir="ltr">These same files are tracked with Git LFS in the primary repository under <code>manuscript/OQuinn_Vailionis_2026/</code>.
See the repository README for instructions on retrieving them via <code>git lfs pull</code>.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33990874.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Proteomics and metabolomics · Proteomics and metabolomics · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Mass spectrometry 65%
Provenance · 2 source records, 31 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33990874 | 5 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33990874 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:310205 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Proteomics and metabolomics'] |
| concepts[field].anzsrc:field:310205 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Proteomics and metabolomics'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
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| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
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| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
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| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
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| concepts[modality].local:modality:mass-spectrometry | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |