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        <datestamp>2026-09-30T17:33:56Z</datestamp>
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          <dc:title>&lt;p&gt;Specificity and context.&lt;/p&gt;</dc:title>
          <dc:creator>Diovanni de Paula Ferreira (25145323)</dc:creator>
          <dc:creator>Rafael de Negreiros Botan (25145326)</dc:creator>
          <dc:creator>Wagner R. Martins (25145329)</dc:creator>
          <dc:creator>Iruena M. Kessler (25145332)</dc:creator>
          <dc:subject>Cell Biology</dc:subject>
          <dc:subject>Genetics</dc:subject>
          <dc:subject>Biotechnology</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Developmental Biology</dc:subject>
          <dc:subject>Cancer</dc:subject>
          <dc:subject>Infectious Diseases</dc:subject>
          <dc:subject>philpott et al</dc:subject>
          <dc:subject>aware competitive testing</dc:subject>
          <dc:subject>50 ), related</dc:subject>
          <dc:subject>0022 ), although</dc:subject>
          <dc:subject>gene sets matched</dc:subject>
          <dc:subject>freedman &amp;# 8211</dc:subject>
          <dc:subject>epithelial &amp;# 8211</dc:subject>
          <dc:subject>ci &amp;# 8722</dc:subject>
          <dc:subject>survive exact phenotype</dc:subject>
          <dc:subject>set surviving correction</dc:subject>
          <dc:subject>remodeling transcriptional programme</dc:subject>
          <dc:subject>transcriptome spatial cohort</dc:subject>
          <dc:subject>spatial analysis applied</dc:subject>
          <dc:subject>vs 16 less</dc:subject>
          <dc:subject>quantification detection filter</dc:subject>
          <dc:subject>oa ), yet</dc:subject>
          <dc:subject>matrix remodeling rather</dc:subject>
          <dc:subject>like synovial stromal</dc:subject>
          <dc:subject>compartments ), persisting</dc:subject>
          <dc:subject>50 significantly enriched</dc:subject>
          <dc:subject>36 oa ),</dc:subject>
          <dc:subject>1 ]; gse248454</dc:subject>
          <dc:subject>specific discovery signature</dc:subject>
          <dc:subject>remodeling programme associated</dc:subject>
          <dc:subject>associated gene program</dc:subject>
          <dc:subject>imprecise (+ 0</dc:subject>
          <dc:subject>xlink "&gt; pain</dc:subject>
          <dc:subject>level knee pain</dc:subject>
          <dc:subject>knee osteoarthritis pain</dc:subject>
          <dc:subject>exploratory transcriptomic discovery</dc:subject>
          <dc:subject>spatial cohort</dc:subject>
          <dc:subject>gene signature</dc:subject>
          <dc:subject>xlink "&gt;</dc:subject>
          <dc:subject>like stromal</dc:subject>
          <dc:subject>knee osteoarthritis</dc:subject>
          <dc:subject>&amp;# 8805</dc:subject>
          <dc:subject>level whole</dc:subject>
          <dc:subject>hallmark set</dc:subject>
          <dc:subject>exploratory program</dc:subject>
          <dc:subject>analysis plan</dc:subject>
          <dc:subject>32 knee</dc:subject>
          <dc:subject>positively associated</dc:subject>
          <dc:subject>pain severity</dc:subject>
          <dc:subject>exploratory pain</dc:subject>
          <dc:subject>worse patient</dc:subject>
          <dc:subject>undirected scan</dc:subject>
          <dc:subject>typical region</dc:subject>
          <dc:subject>three limits</dc:subject>
          <dc:subject>tested specificity</dc:subject>
          <dc:description>&lt;p&gt;(A) Competitive enrichment of the 35-gene pain-UP module in OA versus healthy synovium (GSE89408): the module ranks significantly low relative to the rest of the transcriptome (NES = −1.65, p&lt;sub&gt;adj&lt;/sub&gt; = 0.039). Panel B shows that this is a relative-ranking result and not a coherent reduction of the programme. (B) Per-gene heatmap of the programme in OA versus healthy synovium, with the per-gene OA-minus-healthy difference alongside, showing whether the reduction is driven by particular genes or is distributed across the set: 16 of 30 genes are lower and 14 higher in OA, median difference −0.04 log&lt;sub&gt;2&lt;/sub&gt; units, with four genes significant at FDR &lt; 0.05 in both directions. (C) In OA synovium (GSE283079), the module score is inversely correlated with canonical inflammatory activation.&lt;/p&gt;</dc:description>
          <dc:date>2026-09-30T17:33:45Z</dc:date>
          <dc:type>Image</dc:type>
          <dc:type>Figure</dc:type>
          <dc:identifier>10.1371/journal.pone.0346948.g003</dc:identifier>
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