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        <datestamp>2026-09-24T21:50:13Z</datestamp>
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          <dc:title>&lt;b&gt;Metabolomics data for GEM-iPfu 2,3-BDO strain (O'Quinn et al., 2026 &amp; Vailionis et al., 2026)&lt;/b&gt;</dc:title>
          <dc:creator>Jason Vailionis (15195730)</dc:creator>
          <dc:subject>Proteomics and metabolomics</dc:subject>
          <dc:subject>Pyrococcus furiosus</dc:subject>
          <dc:subject>GEM-iPfu</dc:subject>
          <dc:subject>archaea</dc:subject>
          <dc:subject>thermophile</dc:subject>
          <dc:subject>metabolic engineering</dc:subject>
          <dc:subject>2,3-butanediol</dc:subject>
          <dc:subject>genome-scale modeling</dc:subject>
          <dc:subject>metabolomics</dc:subject>
          <dc:description>&lt;p dir="ltr"&gt;This figshare item mirrors the processed metabolomics data files associated with the GEM-iPfu genome-scale metabolic model repository, supporting the manuscripts O'Quinn &lt;i&gt;et al. &lt;/i&gt;(2026) and Vailionis &lt;i&gt;et al. &lt;/i&gt;(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.&lt;/p&gt;&lt;p dir="ltr"&gt;&lt;b&gt;Contents:&lt;/b&gt; Targeted and untargeted LC-MS metabolomics data for &lt;i&gt;Pyrococcus furiosus&lt;/i&gt; strains Pfu-COM1 and Pfu-BDO, including long-format measurement tables, expression matrices, sample and feature metadata, and limma differential abundance results.&lt;/p&gt;&lt;p dir="ltr"&gt;&lt;b&gt;Files:&lt;/b&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/2026-04-01_targeted_df_long.tsv&lt;/code&gt; — targeted metabolomics measurements (long format)&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_targeted_expr_matrix.tsv&lt;/code&gt; — targeted metabolomics expression matrix&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_targeted_feature_metadata.tsv&lt;/code&gt; — targeted feature annotations&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_targeted_sample_metadata.tsv&lt;/code&gt; — targeted sample metadata&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_untargeted_df_long.tsv&lt;/code&gt; — untargeted metabolomics measurements (long format)&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_untargeted_expr_matrix.tsv&lt;/code&gt; — untargeted metabolomics expression matrix&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_untargeted_feature_metadata.tsv&lt;/code&gt; — untargeted feature annotations&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-01_untargeted_sample_metadata.tsv&lt;/code&gt; — untargeted sample metadata&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-05_Pfu_targeted_limma_results.csv&lt;/code&gt; — limma differential abundance results (targeted)&lt;/li&gt;&lt;li&gt;&lt;code&gt;data/metabolomics/&lt;/code&gt;&lt;code&gt;2026-04-05_Pfu_untargeted_limma_results.csv&lt;/code&gt; — limma differential abundance results (untargeted)&lt;/li&gt;&lt;li&gt;&lt;code&gt;output/samples_dict.pkl&lt;/code&gt;— python pickle file containing a dictionary of dataframes with random flux samples used for manuscript figures&lt;/li&gt;&lt;/ul&gt;&lt;p dir="ltr"&gt;&lt;b&gt;Primary release:&lt;/b&gt; The full model, analysis scripts, and version history are available at:&lt;/p&gt;&lt;ul&gt;&lt;li&gt;GitHub: &lt;a href="https://github.com/zhanglab/GEM-iPfu" target="_blank"&gt;https://github.com/zhanglab/GEM-iPfu&lt;/a&gt;&lt;/li&gt;&lt;li&gt;Zenodo (v1.2.1): &lt;a href="https://doi.org/10.5281/zenodo.7915812" target="_blank" rel="noreferrer"&gt;https://doi.org/10.5281/zenodo.791581&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p dir="ltr"&gt;These same files are tracked with Git LFS in the primary repository under &lt;code&gt;manuscript/OQuinn_Vailionis_2026/&lt;/code&gt;. See the repository README for instructions on retrieving them via &lt;code&gt;git lfs pull&lt;/code&gt;.&lt;/p&gt;</dc:description>
          <dc:date>2026-09-24T21:50:13Z</dc:date>
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