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    <responseDate>2026-10-14T16:42:05Z</responseDate>
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    <identifier>10.57760/sciencedb.0128u</identifier>
    <datestamp>2026-09-11T10:30:40Z</datestamp>
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  <dc:date>2026-09-11</dc:date>
  <dc:title>Analysis scripts for independent validation of TERT&amp;ndash;UG17/DRT10 (Class 2) evolutionary proximity</dc:title>
  <dc:identifier>doi:10.57760/sciencedb.0128u</dc:identifier>
  <dc:language>en</dc:language>
  <dc:description>This repository contains the complete Python and R analysis scripts used toindependently validate the evolutionary proximity between eukaryotic telomerasereverse transcriptase (TERT) and bacterial UG17/DRT10 (Class 2) defense reversetranscriptases, using public data only.The pipeline comprises four stages:(1) RT discovery and classification &amp;mdash; hmmsearch of the AlphaFold Database v6&amp;nbsp;&amp;nbsp;proteome with 35 class-specific HMM profiles (UG subgroups, AbiA/AbiK/AbiP2,&amp;nbsp;&amp;nbsp;TERT) plus Pfam/CDD/TIGRFAM RT profiles, followed by best-hit class&amp;nbsp;&amp;nbsp;assignment, cross-hit exclusion (RdRP, maturase K) and CD-HIT deduplication;(2) high-quality core set construction &amp;mdash; multi-evidence filtering and per-class&amp;nbsp;&amp;nbsp;core-subcluster extraction, yielding 1,480 core RT proteins;(3) phylogenetic inference &amp;mdash; all-vs-all structural alignment with Reseek,&amp;nbsp;&amp;nbsp;custom NumPy-vectorized neighbor-joining tree construction, and&amp;nbsp;&amp;nbsp;maximum-likelihood validation with IQ-TREE 2 (LG+G4, 1,000 UFBoot);(4) figure generation &amp;mdash; circular tree visualization with R/ggtree, inter-class&amp;nbsp;&amp;nbsp;distance heatmaps, TERT nearest-neighbor bar plots, and host-taxonomy&amp;nbsp;&amp;nbsp;composition charts.Key result: TERT is the nearest neighbor of UG17 (DRT10) both at the sequencelevel (IQ-TREE patristic distance 3.339) and at the RT-domain structure level(median distance 0.293; 0.298 after excluding eukaryotic Class2 members),reproducing the conclusion of Tang et al. 2025 (bioRxiv 2025.10.16.682844).All third-party tools (HMMER, CD-HIT, Reseek, Foldseek, MAFFT, trimAl,IQ-TREE 2, ggtree) are cited in the accompanying manuscript; the depositedcode is the custom analysis and figure-generation logic written by the authors.</dc:description>
  <dc:subject>telomerase reverse transcriptase; TERT; UG17; DRT10; Class 2 UG; bacterial defense system; reverse transcriptase; phylogenetics; AlphaFold; structural alignment; Reseek; neighbor-joining</dc:subject>
  <dc:creator>ZhangXiaotuo</dc:creator>
  <dc:rights>PUBLIC</dc:rights>
  <dc:rights>https://mit-license.org</dc:rights>
  <dc:type>dataset</dc:type>
  <dc:publisher>Science Data Bank</dc:publisher>
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