Depicting the cellular complexity of pancreatic adenocarcinoma by Imaging Mass Cytometry: focus on cancer-associated fibroblasts

被引:0
作者
Erreni, Marco [1 ,2 ]
Fumagalli, Maria Rita [1 ]
D'Anna, Raffaella [1 ]
Sollai, Mauro [3 ]
Bozzarelli, Silvia [4 ]
Nappo, Gennaro [2 ,5 ]
Zanini, Damiano [1 ]
Parente, Raffaella [1 ]
Garlanda, Cecilia [2 ,6 ]
Rimassa, Lorenza [2 ,4 ]
Terracciano, Luigi Maria [2 ,3 ]
Biswas, Subhra K. [7 ]
Zerbi, Alessandro [2 ,5 ]
Mantovani, Alberto [2 ,6 ,8 ]
Doni, Andrea [1 ]
机构
[1] IRCCS Humanitas Res Hosp, Unit Multiscale & Nanostruct Imaging, Milan, Italy
[2] Humanitas Univ, Dept Biomed Sci, Milan, Italy
[3] IRCCS Humanitas Res Hosp, Pathol Unit, Milan, Italy
[4] IRCCS Humanitas Res Hosp, Humanitas Canc Ctr, Med Oncol & Hematol Unit, Milan, Italy
[5] IRCCS Humanitas Res Hosp, Pancreat Surg Unit, Milan, Italy
[6] IRCCS Humanitas Res Hosp, Milan, Italy
[7] ASTAR, Singapore Immunol Network SIgN, Singapore, Singapore
[8] Queen Mary Univ London, William Harvey Res Inst, London, England
来源
FRONTIERS IN IMMUNOLOGY | 2024年 / 15卷
关键词
multiplexed histopathology; Imaging Mass Cytometry; pancreatic cancer; tumor microenvironment; cancer-associated fibroblasts (CAFs); PENTRAXIN; 3; MICROENVIRONMENT; PROGNOSIS; PTX3; HETEROGENEITY; INFLAMMATION; STATISTICS; PODOPLANIN; EXPRESSION; IMMUNITY;
D O I
10.3389/fimmu.2024.1472433
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Introduction Pancreatic ductal adenocarcinoma (PDAC) represents the complexity of interaction between cancer and cells of the tumor microenvironment (TME). Immune cells affect tumor cell behavior, thus driving cancer progression. Cancer-associated fibroblasts (CAFs) are responsible of the desmoplastic and fibrotic reaction by regulating deposition and remodeling of extracellular matrix (ECM). As tumor-promoting cells abundant in PDAC ECM, CAFs represent promising targets for novel anticancer interventions. However, relevant clinical trials are hampered by the lack of specific markers and elusive differences among CAF subtypes. Indeed, while single-cell transcriptomic analyses have provided important information on the cellular constituents of PDACs and related molecular pathways, studies based on the identification of protein markers in tissues aimed at identifying CAF subtypes and new molecular targets result incomplete.Methods Herein, we applied multiplexed Imaging Mass Cytometry (IMC) at single-cell resolution on 8 human PDAC tissues to depict the PDAC composing cells, and profiling immune cells, endothelial cells (ECs), as well as endocrine cells and tumor cells.Results We focused on CAFs by characterizing up to 19 clusters distinguished by phenotype, spatiality, and interaction with immune and tumor cells. We report evidence that specific subtypes of CAFs (CAFs 10 and 11) predominantly are enriched at the tumor-stroma interface and closely associated with tumor cells. CAFs expressing different combinations of FAP, podoplanin and cadherin-11, were associated with a higher level of CA19-9. Moreover, we identified specific subsets of FAP+ and podoplanin+/cadherin-11+ CAFs enriched in patients with negative prognosis.Discussion The present study provides new general insights into the complexity of the PDAC microenvironment by defining phenotypic heterogeneities and spatial distributions of CAFs, thus suggesting different functions of their subtypes in the PDAC microenvironment.
引用
收藏
页数:17
相关论文
共 103 条
  • [1] The clinical utility of serum CA 19-9 in the diagnosis, prognosis and management of pancreatic adenocarcinoma: An evidence based appraisal
    Ballehaninna, Umashankar K.
    Chamberlain, Ronald S.
    [J]. JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2012, 3 (02) : 105 - 119
  • [2] Tumor-Derived Granulocyte-Macrophage Colony-Stimulating Factor Regulates Myeloid Inflammation and T Cell Immunity in Pancreatic Cancer
    Bayne, Lauren J.
    Beatty, Gregory L.
    Jhala, Nirag
    Clark, Carolyn E.
    Rhim, Andrew D.
    Stanger, Ben Z.
    Vonderheide, Robert H.
    [J]. CANCER CELL, 2012, 21 (06) : 822 - 835
  • [3] ilastik: interactive machine learning for (bio) image analysis
    Berg, Stuart
    Kutra, Dominik
    Kroeger, Thorben
    Straehle, Christoph N.
    Kausler, Bernhard X.
    Haubold, Carsten
    Schiegg, Martin
    Ales, Janez
    Beier, Thorsten
    Rudy, Markus
    Eren, Kemal
    Cervantes, Jaime I.
    Xu, Buote
    Beuttenmueller, Fynn
    Wolny, Adrian
    Zhang, Chong
    Koethe, Ullrich
    Hamprecht, Fred A.
    Kreshuk, Anna
    [J]. NATURE METHODS, 2019, 16 (12) : 1226 - 1232
  • [4] The Acidic Tumor Microenvironment as a Driver of Cancer
    Boedtkjer, Ebbe
    Pedersen, Stine F.
    [J]. ANNUAL REVIEW OF PHYSIOLOGY, VOL 82, 2020, 82 : 103 - 126
  • [5] PTX3 Is an Extrinsic Oncosuppressor Regulating Complement-Dependent Inflammation in Cancer
    Bonavita, Eduardo
    Gentile, Stefania
    Rubino, Marcello
    Maina, Virginia
    Papait, Roberto
    Kunderfranco, Paolo
    Greco, Carolina
    Feruglio, Francesca
    Molgora, Martina
    Laface, Ilaria
    Tartari, Silvia
    Doni, Andrea
    Pasqualini, Fabio
    Barbati, Elisa
    Basso, Gianluca
    Galdiero, Maria Rosaria
    Nebuloni, Manuela
    Roncalli, Massimo
    Colombo, Piergiuseppe
    Laghi, Luigi
    Lambris, John D.
    Jaillon, Sebastien
    Garlanda, Cecilia
    Mantovani, Alberto
    [J]. CELL, 2015, 160 (04) : 700 - 714
  • [6] A Quick Guide to CAF Subtypes in Pancreatic Cancer
    Brichkina, Anna
    Polo, Pierfrancesco
    Sharma, Shrey Dharamvir
    Visestamkul, Nico
    Lauth, Matthias
    [J]. CANCERS, 2023, 15 (09)
  • [7] Byrne KT., 2021, CLIN CANCER RES, V27, P4574, DOI [DOI 10.1158/1078-0432.CCR-21-1047, 10.1158/1078-0432.CCR-21-1047]
  • [8] Integrated Genomic Characterization of Pancreatic Ductal Adenocarcinoma
    Aguirre, Andrew J.
    Hruban, Ralph H.
    Raphael, Benjamin J.
    [J]. CANCER CELL, 2017, 32 (02) : 185 - +
  • [9] Molecular mechanisms and clinical applications of angiogenesis
    Carmeliet, Peter
    Jain, Rakesh K.
    [J]. NATURE, 2011, 473 (7347) : 298 - 307
  • [10] Imaging Mass Cytometry
    Chang, Qing
    Ornatsky, Olga I.
    Siddiqui, Iram
    Loboda, Alexander
    Baranov, Vladimir I.
    Hedley, David W.
    [J]. CYTOMETRY PART A, 2017, 91A (02) : 160 - 169