Spatial determination and prognostic impact of the fibroblast transcriptome in pancreatic ductal adenocarcinoma

被引:11
作者
Croft, Wayne [1 ,2 ]
Pearce, Hayden [1 ]
Margielewska-Davies, Sandra [1 ]
Lim, Lindsay [3 ]
Nicol, Samantha M. [1 ]
Zayou, Fouzia [1 ]
Blakeway, Daniel [1 ]
Marcon, Francesca [4 ]
Powell-Brett, Sarah [4 ]
Mahon, Brinder [4 ]
Merard, Reena [4 ]
Zuo, Jianmin [1 ]
Middleton, Gary [1 ,4 ]
Roberts, Keith [4 ]
Brown, Rachel M. [4 ]
Moss, Paul [1 ,4 ]
机构
[1] Univ Birmingham, Inst Immunol & Immunotherapy, Coll Med & Dent Sci, Birmingham, W Midlands, England
[2] Univ Birmingham, Ctr Computat Biol, Birmingham, W Midlands, England
[3] Francis Crick Inst, Canc Res Horizons, London, England
[4] Univ Hosp Birmingham NHS Fdn Trust, Queen Elizabeth Hosp Birmingham, Birmingham, W Midlands, England
来源
ELIFE | 2023年 / 12卷
关键词
pancreatic cancer; PDAC; cancer-associated fibroblasts; NanoString GeoMx; tumour microenvironment; CARCINOMA-ASSOCIATED FIBROBLASTS; RNA-SEQ DATA; STELLATE CELLS; CANCER; RECEPTOR; TUMOR; INFILTRATION; METASTASIS; EXPRESSION;
D O I
10.7554/eLife.86125
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Pancreatic ductal adenocarcinoma has a poor clinical outcome and responses to immunotherapy are suboptimal. Stromal fibroblasts are a dominant but heterogenous population within the tumor microenvironment and therapeutic targeting of stromal subsets may have therapeutic utility. Here, we combine spatial transcriptomics and scRNA-Seq datasets to define the transcriptome of tumor-proximal and tumor-distal cancer-associated fibroblasts (CAFs) and link this to clinical outcome. Tumor-proximal fibroblasts comprise large populations of myofibroblasts, strongly expressed podoplanin, and were enriched for Wnt ligand signaling. In contrast, inflammatory CAFs were dominant within tumor-distal subsets and expressed complement components and the Wnt-inhibitor SFRP2. Poor clinical outcome was correlated with elevated HIF-1 alpha and podoplanin expression whilst expression of inflammatory and complement genes was predictive of extended survival. These findings demonstrate the extreme transcriptional heterogeneity of CAFs and its determination by apposition to tumor. Selective targeting of tumor-proximal subsets, potentially combined with HIF-1 alpha inhibition and immune stimulation, may offer a multi-modal therapeutic approach for this disease.
引用
收藏
页数:19
相关论文
共 50 条
  • [31] Fibroblast activation protein augments progression and metastasis of pancreatic ductal adenocarcinoma
    Lo, Albert
    Li, Chung-Pin
    Buza, Elizabeth L.
    Blomberg, Rachel
    Govindaraju, Priya
    Avery, Diana
    Monslow, James
    Hsiao, Michael
    Pure, Ellen
    JCI INSIGHT, 2017, 2 (19)
  • [32] Clinicopathological and prognostic significance of MKK4 and MKK7 in resectable pancreatic ductal adenocarcinoma
    Lu, Jun
    Zhou, Li
    Yang, Gang
    Liang, Zhi-Yong
    Zhou, Wei-Xun
    You, Lei
    Yuan, Da
    Li, Bing-Qi
    Guo, Jun-Chao
    Zhao, Yu-Pei
    HUMAN PATHOLOGY, 2019, 86 : 143 - 154
  • [33] Angiogenesis as a prognostic indicator in pancreatic ductal adenocarcinoma
    Stipa, F
    Lucandri, G
    Limiti, MR
    Bartolucci, P
    Cavallini, M
    Di Carlo, V
    D'Amato, A
    Ribotta, G
    Stipa, S
    ANTICANCER RESEARCH, 2002, 22 (1A) : 445 - 449
  • [34] Prognostic Significance of PUMA in Pancreatic Ductal Adenocarcinoma
    Du, Q. H.
    Zhang, K. J.
    Jiao, X. L.
    Zhao, J.
    Zhang, M.
    Yan, B. M.
    Xu, Y. B.
    JOURNAL OF INTERNATIONAL MEDICAL RESEARCH, 2012, 40 (06) : 2066 - 2072
  • [35] An Automated Prognostic Model for Pancreatic Ductal Adenocarcinoma
    Vezakis, Ioannis
    Vezakis, Antonios
    Gourtsoyianni, Sofia
    Koutoulidis, Vassilis
    Polydorou, Andreas A.
    Matsopoulos, George K.
    Koutsouris, Dimitrios D.
    GENES, 2023, 14 (09)
  • [36] Predictive and Prognostic Value of SUOX Expression in Pancreatic Ductal Adenocarcinoma
    Naito, Yoshiki
    Akiba, Jun
    Kinjo, Yoshinao
    Sadashima, Eiji
    Ogata, Toshiro
    Yano, Yuta
    Tanigawa, Masakio
    Nakayama, Masamichi
    Kawahara, Akihiko
    Okabe, Yoshinobu
    Sakai, Hisamune
    Hisaka, Toru
    Akagi, Yoshito
    Yano, Hirohisa
    ANTICANCER RESEARCH, 2022, 42 (08) : 4145 - 4151
  • [37] Genetic landscape of prognostic value in pancreatic ductal adenocarcinoma microenvironment
    Pu, Ning
    Chen, Qiangda
    Gao, Shanshan
    Liu, Gao
    Zhu, Yayun
    Yin, Lingdi
    Hu, Haijie
    Wei, Li
    Wu, Yong
    Maeda, Shimpei
    Lou, Wenhui
    Yu, Jun
    Wu, Wenchuan
    ANNALS OF TRANSLATIONAL MEDICINE, 2019, 7 (22)
  • [38] Prognostic significance of AGR2 in pancreatic ductal adenocarcinoma
    Riener, Marc-Oliver
    Pilarsky, Christian
    Gerhardt, Josefine
    Gruetzmann, Robert
    Fritzsche, Florian R.
    Bahra, Marcus
    Weichert, Wilko
    Kristiansen, Glen
    HISTOLOGY AND HISTOPATHOLOGY, 2009, 24 (09) : 1121 - 1128
  • [39] Kinase activities in pancreatic ductal adenocarcinoma with prognostic and therapeutic avenues
    Valles-Marti, Andrea
    de Goeij-de Haas, Richard R.
    Henneman, Alex A.
    Piersma, Sander R.
    Pham, Thang V.
    Knol, Jaco C.
    Verheij, Joanne
    Dijk, Frederike
    Halfwerk, Hans
    Giovannetti, Elisa
    Jimenez, Connie R.
    Bijlsma, Maarten F.
    MOLECULAR ONCOLOGY, 2024, 18 (08) : 2020 - 2041
  • [40] Is hyaluronan deposition in the stroma of pancreatic ductal adenocarcinoma of prognostic significance?
    Gebauer, Florian
    Kemper, Marius
    Sauter, Guido
    Prehm, Peter
    Schumacher, Udo
    PLOS ONE, 2017, 12 (06):