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        <datestamp>2026-09-21T05:28:13Z</datestamp>
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          <dc:title>Supplementary file 3_Recurrent antibody repertoire features associated with six selected human IGHV genes: V(D)J usage, heavy-light pairing, and CDRH3 properties.zip</dc:title>
          <dc:creator>Mengmeng Zhang (1507543)</dc:creator>
          <dc:creator>Daojing Wang (1310832)</dc:creator>
          <dc:creator>Wenwen Xi (25080325)</dc:creator>
          <dc:creator>Huihui Jia (1710019)</dc:creator>
          <dc:creator>Beifen Shen (78998)</dc:creator>
          <dc:creator>Yan Wen (416285)</dc:creator>
          <dc:creator>Jing Wang (6206297)</dc:creator>
          <dc:creator>Jiannan Feng (367523)</dc:creator>
          <dc:subject>Genetic Immunology</dc:subject>
          <dc:subject>IGHV genes</dc:subject>
          <dc:subject>V(D)J recombination</dc:subject>
          <dc:subject>VH-VL pairing</dc:subject>
          <dc:subject>CDRH3 physicochemical features</dc:subject>
          <dc:subject>Observed Antibody Space</dc:subject>
          <dc:subject>paired antibody repertoire</dc:subject>
          <dc:description>Introduction&lt;p&gt;Several human IGHV genes recur in infection, autoreactivity, B-cell malignancy, and antibody-discovery studies, but their downstream V(D)J usage, observed heavy-light pairing, and CDRH3 properties have rarely been examined together in paired human repertoires.&lt;/p&gt;Methods&lt;p&gt;We assembled 3,003,127 paired heavy- and light-chain records from public Observed Antibody Space (OAS) source files. After quality control, gene-level standardization, and exact-clonotype collapsing, the primary six-gene analysis included 712,143 exact clonotypes assigned to IGHV1-2, IGHV1-69, IGHV3-21, IGHV3-23, IGHV3-30, or IGHV4-34.&lt;/p&gt;Results&lt;p&gt;Marginal V-D effects were generally modest, whereas recurrent V-conditioned D-J modules and IGHV-associated VH-VL enrichment or depletion were repeatedly observed across OAS study groups in productive expressed repertoires. Several VH-VL directions persisted across studies and metadata-defined immune contexts, although two pairs were context-sensitive. External comparison with PairedAbNGS supported 8 of 10 evaluable key VH-VL directions and the broad IGHV-associated CDRH3 profiles. IGHV4-34 showed a study-robust, cross-resource positive shift in CDRH3 side-chain charge score.&lt;/p&gt;Discussion&lt;p&gt;Together, these analyses provide a study-aware reference for V-conditioned D-J usage, VH-VL associations, and CDRH3 properties across six selected IGHV backgrounds, while defining the limits imposed by immune-context heterogeneity and productive-repertoire sampling.&lt;/p&gt;</dc:description>
          <dc:date>2026-09-21T05:28:13Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.3389/fimmu.2026.1888170.s002</dc:identifier>
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          <dc:rights>CC BY 4.0</dc:rights>
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