Proteomics

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Deep Visual Proteomics reveals DNA replication stress as a hallmark of Signet Ring Cell Carcinoma


ABSTRACT: Background and Aims: Signet-Ring (SR) cell carcinoma (SRCC) is an increasingly prevalent form of gastric cancer, known for its late presentation and poor treatment outcomes. Using our spatial proteomics pipeline, Deep Visual Proteomics (DVP), we aimed to comprehensively explore the SRCC proteome landscape in a single patient to uncover unknown disease mechanisms that could be individually targeted for therapeutic purposes. Methods: We applied DVP, which combines image-based artificial intelligence with automated microdissection and ultra-high sensitivity mass spectrometry, to SR cell-positive tissues from the bladder, seminal vesicle, lymph node, and prostate within a single patient. Results: DVP allowed us to perform in-depth spatial proteome analysis of SRCC presenting in different organs of a single patient. We identified alternations in DNA damage response (DDR) pathways, particularly in the pathways associated with ataxia-telangiectasia mutant (ATR) and DNA mismatch repair (MMR), suggesting replication stress as the leading factor of SRCC mutagenicity. Additionally, we identified an enrichment of immune-related proteins and could observe infiltration of cytotoxic T lymphocytes. Conclusion: Analyzing the SRCC proteome across different organs within a single patient allowed us to confirm known disease patterns and identify novel biological mechanisms contributing to SRCC aggressiveness. Our data provided insights into why chemotherapy was unsuccessful and explained the significant life extension and improved quality of life following PD-1 inhibitor treatment, which led to tumor stasis.

INSTRUMENT(S): Orbitrap Astral

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Malignant Cell, Prostate Cancer Cell, Lymph Node, Seminal Vesicle, Urinary Bladder

DISEASE(S): Signet Ring Cell Adenocarcinoma

SUBMITTER: Mario Oroshi  

LAB HEAD: Matthias Mann

PROVIDER: PXD053079 | Pride | 2025-05-07

REPOSITORIES: Pride

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Publications

Deep visual proteomics reveals DNA replication stress as a hallmark of signet ring cell carcinoma.

Kabatnik Sonja S   Zheng Xiang X   Pappas Georgios G   Steigerwald Sophia S   Padula Matthew P MP   Mann Matthias M  

NPJ precision oncology 20250205 1


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, seminal vesicle, and a lymph node of a single patient.  ...[more]

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