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      <image:title>Home</image:title>
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    <loc>https://www.minot.bio/home/2025/2/11/publish-interactive-data-visualizations-for-free-with-python-and-marimo</loc>
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      <image:title>Home - Publish Interactive Data Visualizations for Free with Python and Marimo - Make it stand out</image:title>
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    <loc>https://www.minot.bio/home/2023/4/19/specific-host-metabolite-and-gut-microbiome-alterations-are-associated-with-bone-loss-during-spaceflight</loc>
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      <image:title>Home - Specific host metabolite and gut microbiome alterations are associated with bone loss during spaceflight - Make it stand out</image:title>
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    <loc>https://www.minot.bio/home/2023/3/29/practical-reproducibility-in-bioinformatics</loc>
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      <image:title>Home - Practical Reproducibility in Bioinformatics - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://www.minot.bio/home/2022/9/15/python-based-data-viz-with-no-installation-required</loc>
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    <lastmod>2022-09-15</lastmod>
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      <image:title>Home - Python-Based Data Viz (With No Installation Required) - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://www.minot.bio/home/2022/7/15/dispatches-from-the-microbial-frontier-of-cancer-research</loc>
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    <lastmod>2022-07-15</lastmod>
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    <loc>https://www.minot.bio/home/2021/12/14/microbial-pan-genome-cartography</loc>
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      <image:title>Home - Microbial Pan-Genome Cartography - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://www.minot.bio/home/2021/4/17/looking-under-the-lamppost-reference-genomes-in-metagenomics</loc>
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    <lastmod>2021-04-19</lastmod>
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    <loc>https://www.minot.bio/home/2021/3/1/whats-big-about-small-proteins</loc>
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    <lastmod>2021-03-01</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2021/1/9/whats-the-matter-with-recombination</loc>
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    <lastmod>2021-01-09</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2020/10/16/geneshot-identifying-microbial-genes-associated-with-human-health-and-disease</loc>
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    <lastmod>2020-10-16</lastmod>
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    <loc>https://www.minot.bio/home/2020/8/5/zarr-taking-the-headache-out-of-massive-datasets</loc>
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    <lastmod>2020-08-05</lastmod>
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    <loc>https://www.minot.bio/home/2020/3/25/automating-your-code</loc>
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    <lastmod>2020-03-25</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2019/11/25/quality-and-insights-nbspthe-human-gut-virome-in-2019</loc>
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    <lastmod>2019-11-25</lastmod>
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      <image:title>Home - Quality and Insights –&amp;nbsp;The Human Gut Virome in 2019</image:title>
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  <url>
    <loc>https://www.minot.bio/home/2019/10/4/shiny-microbiome-analysis</loc>
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    <lastmod>2019-10-05</lastmod>
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      <image:title>Home - Shiny Microbiome Analysis</image:title>
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  <url>
    <loc>https://www.minot.bio/home/microbiomesurveys</loc>
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    <lastmod>2019-09-18</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2019/7/9/3d-structures-of-gut-bacteria-and-the-human-immune-system</loc>
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    <lastmod>2019-07-09</lastmod>
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    <loc>https://www.minot.bio/home/2019/5/14/brown-2019-bacteroides-sphingolipids</loc>
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    <lastmod>2019-05-14</lastmod>
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      <image:title>Home - Molecules Mediating Microbial Manipulation of Mouse (and Human) Maladies</image:title>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2019/5/7/working-with-nextflow-at-fred-hutch</loc>
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    <lastmod>2019-05-07</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2019/4/14/public-posting-for-slides</loc>
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    <lastmod>2019-04-14</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2019/3/4/minot-willis-cags-2019</loc>
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    <lastmod>2019-03-06</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1551745601347-OPKRYLZOJ0C7DB2IQ5RK/Fig2a.png</image:loc>
      <image:title>Home - Preprint: Identifying genes in the human microbiome that are reproducibly associated with human disease</image:title>
      <image:caption>Figure 2A: Association of microbial CAGs with host CRC across two independent cohorts.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1551745733950-QJ5XOJPMMTKPWO3ZSEHN/Fig3c.png</image:loc>
      <image:title>Home - Preprint: Identifying genes in the human microbiome that are reproducibly associated with human disease</image:title>
      <image:caption>Figure 3C: Presence of CRC-associated genes across a subset of microbial isolates in RefSeq. Color bar shows coefficient of correlation with CRC.</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2019/2/25/bioinformatics-reproducibility-portability-transparency-and-technical-debt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-02-25</lastmod>
  </url>
  <url>
    <loc>https://www.minot.bio/home/2019/1/18/massive-unexplored-genetic-diversity-of-the-human-microbiome</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-01-18</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1547831287501-L3VURYANPEHIEVSD8N9G/graphical_abstract.jpg</image:loc>
      <image:title>Home - Massive unexplored genetic diversity of the human microbiome</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1547831386423-G7L3QP56ARTCODZPF0JG/gr1.jpg</image:loc>
      <image:title>Home - Massive unexplored genetic diversity of the human microbiome</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/12/13/quick-note-on-workflow-managers</loc>
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    <priority>0.5</priority>
    <lastmod>2018-12-13</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2018/11/6/the-blessing-and-the-curse-of-dimensionality</loc>
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    <priority>0.5</priority>
    <lastmod>2018-11-06</lastmod>
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  <url>
    <loc>https://www.minot.bio/home/2018/9/22/the-rise-of-the-machines-workflow-managers-for-bioinformatics</loc>
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    <priority>0.5</priority>
    <lastmod>2018-09-25</lastmod>
  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/9/20/niche-theory-and-the-human-gut-microbiome</loc>
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    <priority>0.5</priority>
    <lastmod>2018-09-20</lastmod>
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      <image:title>Home - Niche Theory and the Human Gut Microbiome</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1537480535663-ZWMFZRZIK9IZ000KGPPS/1-s2.0-S0092867418311085-fx1_lrg.jpg</image:loc>
      <image:title>Home - Niche Theory and the Human Gut Microbiome</image:title>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/8/21/microbiome-research-hope-over-hype</loc>
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    <priority>0.5</priority>
    <lastmod>2018-08-21</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1534876811722-EQZVE54EH1QULDIKG4HK/Screen+Shot+2018-08-21+at+11.39.53+AM.png</image:loc>
      <image:title>Home - Microbiome Research: Hope over Hype</image:title>
      <image:caption>Fig. 5: A microbial choline TMA lyase inhibitor reverses diet-induced changes in cecal microbial community composition associated with plasma TMAO levels, platelet responsiveness, and in vivo thrombosis potential. Schematic of the relationship between human gut commensal choline TMA lyase activity, TMA and TMAO generation, and enhanced platelet responsiveness and thrombosis risk in the host</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/7/6/update-on-making-cags-or-the-importance-of-good-software</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-07-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1530922245478-9ZJ71HMFWD2SQLS8V18A/68747470733a2f2f7261772e6769746875622e636f6d2f73706f746966792f616e6e6f792f6d61737465722f616e6e2e706e67.png</image:loc>
      <image:title>Home - Update on Making CAGs, or The Importance of Good Software</image:title>
      <image:caption>Annoy (Approximate Nearest Neighbors Oh Yeah)</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/5/25/hybrid-approach-to-microbiome-research-to-culture-and-not-to-culture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-05-25</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1527275849713-98DTE8ZDIYRLQMIUVIUJ/13073_2017_490_Fig3.gif</image:loc>
      <image:title>Home - Hybrid Approach to Microbiome Research (to Culture, and Not to Culture)</image:title>
      <image:caption>Fig. 3: R. gnavus metagenomic strain phylogeny.</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/5/17/notes-on-identifying-co-abundant-genes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/4/12/tracking-outbreaks-with-whole-genome-sequencing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-04-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1523637146184-VAAU9Y5U1KDFZ530PSA8/Screen+Shot+2018-04-13+at+9.28.06+AM.png</image:loc>
      <image:title>Home - Tracking outbreaks with whole-genome sequencing</image:title>
      <image:caption>Overall view of 1262 isolates collected over 1 year in an ICU (Roach, et al. 2015)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1523637236492-WF2V0UH0BKG37D440MYP/Screen+Shot+2018-04-13+at+9.31.47+AM.png</image:loc>
      <image:title>Home - Tracking outbreaks with whole-genome sequencing</image:title>
      <image:caption>Zoomed-in view of a clade including Acinetobacter (red), Haemophillus (green), Moraxella (teal), and Neisseria (blue). The rollover text shows metadata for sample 583, which was sampled from the same patient as its closest neighbor in the tree, sample 595.</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/4/4/famli</loc>
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    <priority>0.5</priority>
    <lastmod>2018-04-05</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1522877951837-APC8TYR28BEE6PE3JUGV/Fig+01+Schematic.png</image:loc>
      <image:title>Home - Functional Analysis of Metagenomes by Likelihood Inference: FAMLI</image:title>
      <image:caption>Illustration of the FAMLI algorithm</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/3/28/journal-club-graftm</loc>
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    <priority>0.5</priority>
    <lastmod>2018-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1522265804197-XUCF7HMTLBVKNWNN94C2/Screen+Shot+2018-03-28+at+12.36.25+PM.png</image:loc>
      <image:title>Home - Journal Club: GraftM, a tool for scalable, phylogenetically informed classification of genes within metagenomes</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.minot.bio/home/2018/2/15/detecting-viruses-from-short-read-metagenomic-data</loc>
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    <priority>0.5</priority>
    <lastmod>2018-02-16</lastmod>
  </url>
  <url>
    <loc>https://www.minot.bio/home/slay-antimicrobial-peptides</loc>
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    <priority>0.5</priority>
    <lastmod>2018-01-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1517004041152-4HYF28LNPWXH39OFU7P2/fx1.jpg</image:loc>
      <image:title>Home - Journal Club: Discovering new antibiotics with SLAY</image:title>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/epigenetic-binning</loc>
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    <priority>0.5</priority>
    <lastmod>2018-01-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1515021746326-HAEQT2JZ9OUJS46HGLRS/Screen+Shot+2018-01-03+at+3.22.07+PM.png</image:loc>
      <image:title>Home - Journal Club: Metagenomic binning and association of plasmids with bacterial host genomes using DNA methylation</image:title>
      <image:caption>Figure 2c shows the binning of genome fragments in a sample containing a known mixture of bacteria.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1515021800673-4K3CT5QOP37U3ZTCACE4/Screen+Shot+2018-01-03+at+3.23.05+PM.png</image:loc>
      <image:title>Home - Journal Club: Metagenomic binning and association of plasmids with bacterial host genomes using DNA methylation</image:title>
      <image:caption>Figure 2e shows the binning of genome fragments in a gut microbiome sample containing a mixture of unknown bacteria (and viruses, fungi, etc.).</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.minot.bio/home/2017/11/20/bacterial-urease-in-crohns-disease</loc>
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    <priority>0.5</priority>
    <lastmod>2017-11-20</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1511218285822-BZKRLD2R46BAM4WDV8Q7/Screen+Shot+2017-11-20+at+2.51.12+PM.png</image:loc>
      <image:title>Home - Journal Club: A role for bacterial urease in gut dysbiosis and Crohn’s disease</image:title>
      <image:caption>Fig. 2. Associations between bacterial taxa abundance ascertained by fecal shotgun metagenomic sequencing and the fecal metabolome in healthy pediatric subjects and those with Crohn’s disease.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1511218820841-BXU2KX2L8MYO7OVWWYN3/Screen+Shot+2017-11-20+at+2.59.43+PM.png</image:loc>
      <image:title>Home - Journal Club: A role for bacterial urease in gut dysbiosis and Crohn’s disease</image:title>
      <image:caption>Fig. 3. In vivo heavy isotope assays using 15N-labeled urea to determine the effect of bacterial urease on nitrogen flux in the murine gut microbiota.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1511219229804-62B4342PPCF37SI7VARO/image-asset.png</image:loc>
      <image:title>Home - Journal Club: A role for bacterial urease in gut dysbiosis and Crohn’s disease</image:title>
      <image:caption>Fig. 6. Effect of E. coli urease on colitis in a T cell adoptive transfer mouse model of colitis</image:caption>
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  </url>
  <url>
    <loc>https://www.minot.bio/home/2017/10/26/making-sparse-dataframes-efficiently</loc>
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    <priority>0.5</priority>
    <lastmod>2017-10-26</lastmod>
  </url>
  <url>
    <loc>https://www.minot.bio/home/hmp-strain-variation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-10-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/592c49ea15cf7dec0ae78267/1507310288892-4AM8ZLK89C2H1EBIJ15S/Fig1a</image:loc>
      <image:title>Home - Journal Club: Strains, functions and dynamics in the expanded Human Microbiome Project</image:title>
      <image:caption>Figure 1a: Personalization, niche association, and reference genome coverage in strain-level metagenomic profiles. a, Mean phylogenetic divergences17 between strains of species with sufficient coverage at each targeted body site (minimum 2 strain pairs)</image:caption>
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      <image:title>Home - Journal Club: Strains, functions and dynamics in the expanded Human Microbiome Project</image:title>
      <image:caption>Figure 1, continued. b, Individuals tended to retain personalized strains, as visualized by a principal coordinates analysis (PCoA) plot for Actinomyces sp. oral taxon 448, in which lines connect samples from the same individual. d, PCoA showing niche association of Haemophilus parainfluenzae, showing subspecies specialization to three different body sites. e, PCoA for Eubacterium siraeum.</image:caption>
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    <loc>https://www.minot.bio/home/gemcitabine-resistance</loc>
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      <image:title>Home - Journal Club: Potential role of intratumor bacteria in mediating tumor resistance to the chemotherapeutic drug gemcitabine</image:title>
      <image:caption>Fig. 4. Characterization of bacteria in human pancreatic ductal adenocarcinomas.</image:caption>
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      <image:title>Home - Journal Club: Long-term taxonomic and functional divergence from donor bacterial strains following fecal microbiota transplantation in immunocompromised patients</image:title>
      <image:caption>Fig 3. The total gene complement of E. coli in Subject A experiences large-scale remodeling in association with FMT, resulting in broad reductions in genes significantly enriched for virulence factors.</image:caption>
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