Deep Visual Proteomics reveals DNA replication stress as a hallmark of Signet Ring Cell Carcinoma
Sonja KabatnikiD, Xiang ZhengiD, Georgios PappasiD, Sophia SteigerwaldiD, Matthew Paul PadulaiD, Matthias ManniD
Abstract
Signet Ring Cell Carcinoma (SRCC) is a rare and highly malignant form of adenocarcinoma with increasing incidence and poor prognosis due to late diagnosis and limited treatment options. We employed Deep Visual Proteomics (DVP), which combines AI directed cell segmentation and classification with laser microdissection and ultra-high sensitivity mass spectrometry, for cell-type specific proteomic analysis of SRCC across the bladder, prostate, liver, and lymph nodes of a single patient. DVP identified significant alterations in DNA damage response (DDR) proteins, particularly within the ATR and mismatch repair (MMR) pathways, indicating replication stress as a crucial factor in SRCC mutagenicity. Additionally, we observed substantial enrichment of immune-related proteins, reflecting high levels of cytotoxic T lymphocyte infiltration and elevated PD-1 expression. These findings suggest that pembrolizumab immunotherapy may be more effective than conventional chemotherapy for this patient. Our results provide novel insights into the proteomic landscape of SRCC, identifying potential targets and open up for personalized therapeutic strategies in managing SRCC.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 13
- FWCI
- 3.16
- Field percentile
- top 7%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Protein profiling reveals the characteristic changes of complement cascade pathway in the tissues of gastric signet ring cell carcinoma
Y. Fan, B. Bai, … S. Liu·Molecular & Cellular ProteomicsPeer-reviewed·Jan 1, 2021
- Decoding the Plasma Proteomic Landscape of Clear Cell Renal Cell Carcinoma Reveals Diagnostic and Prognostic Liquid Biopsy Biomarkers
Harini Lakshminarayanan, Dorothea Rutishauser, … Holger Moch·bioRxiv·Aug 4, 2026
- Single-Cell Proteomic and Transcriptomic Characterization of Drug-Resistant Prostate Cancer Cells Reveals Molecular Signatures Associated with Morphological Changes
Jongmin Jacob Woo, Michael A. Loycano, … Hui Zhang·Molecular & Cellular ProteomicsPeer-reviewed·Mar 14, 2025
- Proteomic characterization of sporadic clear cell renal cell carcinoma reveals a matrix-dense pseudocapsule and heterogeneous tumor subtypes
Tobias Feilen, Grigor Andreev, … Oliver Schilling·bioRxiv·Oct 23, 2025
- Comprehensive Analysis of the Expression and Prognosis for PSMBs in Clear Cell Renal Cell Carcinoma
Ning Jiang, Yulin Zhang, … Rong Li Yang·bioRxiv·May 12, 2022
- Proteomics-Enhanced AI-Digital Pathology in Metastatic Mucinous Colorectal Carcinoma: A Case Report
Lívia Fülöp, Balazs Szigeti, … György Marko‐Varga·bioRxiv·Mar 4, 2026