Table · dataset · 2026
Data Sheet 1_Plasma multi-omics reveals molecular remodeling and prognostic biomarkers in advanced breast cancer treated with trastuzumab deruxtecan.docx
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Background<p>Trastuzumab deruxtecan (T-DXd), a HER2-targeted antibody-drug conjugate, has demonstrated clinical activity in HER2-positive and HER2-low advanced breast cancer.
Description
However, treatment outcomes remain heterogeneous, and circulating molecular correlates of treatment and prognosis are incompletely defined.</p>Methods<p>Twenty-nine patients receiving T-DXd were included in the clinical cohort, of whom 16 provided paired pre- and post-two-cycle plasma for multi-omics profiling.
Proteomics used 4D-DIA LC-MS/MS; metabolomics used UHPLC-high-resolution MS in positive/negative modes. Treatment-associated features were identified by paired statistics, fold change, and multivariate criteria, followed by enrichment, correlation, joint pathway mapping, and exploratory PFS-oriented Cox/LASSO-Cox analyses.</p>Results<p>Proteomics identified 4,444 proteins; 508 were differentially expressed (136 up, 372 down), enriched in translation/ribosome, complement/coagulation, acute-phase, cytoskeletal/adhesion, and lipid transport pathways.
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Metabolomics detected 3,596 features; 70 were differential (43 up, 27 down), enriched in amino acid, tryptophan, nucleotide/energy, and lipid metabolism. Cross-omics analysis revealed structured correlations and joint purine metabolism mapping. Exploratory baseline analyses selected six protein and four metabolite prognostic biomarkers for PFS visualization.</p>Conclusion<p>Paired plasma multi-omics revealed T-DXd-associated proteomic and metabolic remodeling.
The molecular patterns and PFS-associated biomarkers are hypothesis-generating and require validation in larger independent cohorts.</p>
Links
Where it is published
- DOI doi.org/10.3389/fonc.2026.1973097.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
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Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Mass spectrometry · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Cancer 75% · Oncology and carcinogenesis 73%
Provenance · 1 source records, 19 field assertions
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