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Stratification of chemotherapy-treated stage III colorectal cancer patients using multiplexed imaging and single-cell analysis of T-cell populations.
Stachtea, Xanthi; Loughrey, Maurice B; Salvucci, Manuela; Lindner, Andreas U; Cho, Sanghee; McDonough, Elizabeth; Sood, Anup; Graf, John; Santamaria-Pang, Alberto; Corwin, Alex; Laurent-Puig, Pierre; Dasgupta, Sonali; Shia, Jinru; Owens, Jonathan R; Abate, Samantha; Van Schaeybroeck, Sandra; Lawler, Mark; Prehn, Jochen H M; Ginty, Fiona; Longley, Daniel B.
Affiliation
  • Stachtea X; Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Northern Ireland, UK.
  • Loughrey MB; Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Northern Ireland, UK.
  • Salvucci M; Department of Cellular Pathology, Royal Victoria Hospital, Belfast Health and Social Care trust, Belfast, UK.
  • Lindner AU; Department of Physiology and Medical Physics and Centre for Systems Medicine, Royal College of Surgeons in Ireland (RCSI) University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Ireland.
  • Cho S; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • McDonough E; Department of Physiology and Medical Physics and Centre for Systems Medicine, Royal College of Surgeons in Ireland (RCSI) University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Ireland.
  • Sood A; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Graf J; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Santamaria-Pang A; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Corwin A; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Laurent-Puig P; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Dasgupta S; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Shia J; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Owens JR; UMR-S 1147, Université Paris Descartes, Paris, France.
  • Abate S; Velindre Cancer Centre, Velindre Rd, Cardiff, UK.
  • Van Schaeybroeck S; Memorial Sloan Kettering Cancer Center, New York, NY, USA.
  • Lawler M; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Prehn JHM; GE Research Center, 1 Research Circle, Niskayuna, NY, 12309, USA.
  • Ginty F; Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Northern Ireland, UK.
  • Longley DB; Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Northern Ireland, UK.
Mod Pathol ; 35(4): 564-576, 2022 04.
Article in En | MEDLINE | ID: mdl-34732839
Colorectal cancer (CRC) has one of the highest cancer incidences and mortality rates. In stage III, postoperative chemotherapy benefits <20% of patients, while more than 50% will develop distant metastases. Biomarkers for identification of patients at increased risk of disease recurrence following adjuvant chemotherapy are currently lacking. In this study, we assessed immune signatures in the tumor and tumor microenvironment (TME) using an in situ multiplexed immunofluorescence imaging and single-cell analysis technology (Cell DIVETM) and evaluated their correlations with patient outcomes. Tissue microarrays (TMAs) with up to three 1 mm diameter cores per patient were prepared from 117 stage III CRC patients treated with adjuvant fluoropyrimidine/oxaliplatin (FOLFOX) chemotherapy. Single sections underwent multiplexed immunofluorescence staining for immune cell markers (CD45, CD3, CD4, CD8, FOXP3, PD1) and tumor/cell segmentation markers (DAPI, pan-cytokeratin, AE1, NaKATPase, and S6). We used annotations and a probabilistic classification algorithm to build statistical models of immune cell types. Images were also qualitatively assessed independently by a Pathologist as 'high', 'moderate' or 'low', for stromal and total immune cell content. Excellent agreement was found between manual assessment and total automated scores (p < 0.0001). Moreover, compared to single markers, a multi-marker classification of regulatory T cells (Tregs: CD3+/CD4+FOXP3+/PD1-) was significantly associated with disease-free survival (DFS) and overall survival (OS) (p = 0.049 and 0.032) of FOLFOX-treated patients. Our results also showed that PD1- Tregs rather than PD1+ Tregs were associated with improved survival. These findings were supported by results from an independent FOLFOX-treated cohort of 191 stage III CRC patients, where higher PD1- Tregs were associated with an increase overall survival (p = 0.015) for CD3+/CD4+/FOXP3+/PD1-. Overall, compared to single markers, multi-marker classification provided more accurate quantitation of immune cell types with stronger correlations with outcomes.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Colorectal Neoplasms / T-Lymphocyte Subsets / Single-Cell Analysis Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Mod Pathol Journal subject: PATOLOGIA Year: 2022 Document type: Article Country of publication: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Colorectal Neoplasms / T-Lymphocyte Subsets / Single-Cell Analysis Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Mod Pathol Journal subject: PATOLOGIA Year: 2022 Document type: Article Country of publication: United States