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 50 条
  • [21] Targeting cancer-associated fibroblasts in pancreatic ductal adenocarcinoma: Identification and characterization of therapeutic candidates
    Djurec, Magdolna
    Grana, Osvaldo
    Pisano, David
    Lee, Albert
    Rabadan, Raul
    Guerra, Carmen
    Barbacid, Mariano
    CANCER RESEARCH, 2015, 75
  • [22] Medical Biology of Cancer-Associated Fibroblasts in Pancreatic Cancer
    Morgan, Annah
    Griffin, Michelle
    Kameni, Lionel
    Wan, Derrick C.
    Longaker, Michael T.
    Norton, Jeffrey A.
    BIOLOGY-BASEL, 2023, 12 (08):
  • [23] Nectin-1 expression in cancer-associated fibroblasts is associated with poor prognosis of pancreatic ductal adenocarcinoma
    Hirabayashi, K.
    Yamada, M.
    Hadano, A.
    Kawanishi, A.
    Takanashi, Y.
    Kawaguchi, Y.
    Nakagohri, T.
    Mine, T.
    Nakamura, N.
    VIRCHOWS ARCHIV, 2016, 469 : S84 - S85
  • [24] The impact of cellular senescence and senescence-associated secretory phenotype in cancer-associated fibroblasts on the malignancy of pancreatic cancer
    Higashiguchi, Masaya
    Murakami, Hirotomo
    Akita, Hirofumi
    Kobayashi, Shogo
    Takahama, Shokichi
    Iwagami, Yoshifumi
    Yamada, Daisaku
    Tomimaru, Yoshito
    Noda, Takehiro
    Gotoh, Kunihito
    Doki, Yuichiro
    Yamamoto, Takuya
    Eguchi, Hidetoshi
    ONCOLOGY REPORTS, 2023, 49 (05)
  • [25] Schwann cells regulate tumor cells and cancer-associated fibroblasts in the pancreatic ductal adenocarcinoma microenvironment
    Meilin Xue
    Youwei Zhu
    Yongsheng Jiang
    Lijie Han
    Minmin Shi
    Rui Su
    Liwen Wang
    Cheng Xiong
    Chaofu Wang
    Ting Wang
    Shijie Deng
    Dong Wu
    Yizhi Cao
    Lei Dong
    Fan Bai
    Shulin Zhao
    Xiaxing Deng
    Chenghong Peng
    Hongwei Li
    Jianjun Chen
    Baiyong Shen
    Lingxi Jiang
    Hao Chen
    Nature Communications, 14
  • [26] A Bitter Taste Receptor as a Novel Molecular Target on Cancer-Associated Fibroblasts in Pancreatic Ductal Adenocarcinoma
    Hung, Jessica
    Perez, Samantha M.
    Dasa, Siva Sai Krishna
    Hall, Sarah P.
    Heckert, Danielle B.
    Murphy, Brian P.
    Crawford, Howard C.
    Kelly, Kimberly A.
    Brinton, Lindsey T.
    PHARMACEUTICALS, 2023, 16 (03)
  • [27] Molecular mechanism of pancreatic ductal adenocarcinoma: The heterogeneity of cancer-associated fibroblasts and key signaling pathways
    Hu, Zhong-Yuan
    Ding, Ding
    Song, Yu
    Deng, Ya-Feng
    Zhang, Cheng-Ming
    Yu, Tao
    WORLD JOURNAL OF CLINICAL ONCOLOGY, 2025, 16 (02):
  • [28] Schwann cells regulate tumor cells and cancer-associated fibroblasts in the pancreatic ductal adenocarcinoma microenvironment
    Xue, Meilin
    Zhu, Youwei
    Jiang, Yongsheng
    Han, Lijie
    Shi, Minmin
    Su, Rui
    Wang, Liwen
    Xiong, Cheng
    Wang, Chaofu
    Wang, Ting
    Deng, Shijie
    Wu, Dong
    Cao, Yizhi
    Dong, Lei
    Bai, Fan
    Zhao, Shulin
    Deng, Xiaxing
    Peng, Chenghong
    Li, Hongwei
    Chen, Jianjun
    Shen, Baiyong
    Jiang, Lingxi
    Chen, Hao
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [29] CXCR2 signaling promotes secretory cancer-associated fibroblasts in pancreatic ductal adenocarcinoma
    Awaji, Mohammad
    Saxena, Sugandha
    Wu, Lingyun
    Prajapati, Dipakkumar R.
    Purohit, Abhilasha
    Varney, Michelle L.
    Kumar, Sushil
    Rachagani, Satyanarayana
    Ly, Quan P.
    Jain, Maneesh
    Batra, Surinder K.
    Singh, Rakesh K.
    FASEB JOURNAL, 2020, 34 (07): : 9405 - 9418
  • [30] Cancer-associated fibroblasts promote M2 polarization of macrophages in pancreatic ductal adenocarcinoma
    Zhang, Aibin
    Qian, Yigang
    Ye, Zhou
    Chen, Haiyong
    Xie, Haiyang
    Zhou, Lin
    Shen, Yan
    Zheng, Shusen
    CANCER MEDICINE, 2017, 6 (02): : 463 - 470