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
  • [41] Prognostic Nomogram for Patients With Pancreatic Ductal Adenocarcinoma of Pancreatic Head After Pancreaticoduodenectomy
    Zhuang, Hongkai
    Zhou, Zixuan
    Ma, Zuyi
    Huang, Shanzhou
    Gong, Yuanfeng
    Li, Zhenchong
    Liu, Chunsheng
    Wang, Shujie
    Chen, Bo
    Zhang, Chuanzhao
    Hou, Baohua
    [J]. CLINICAL MEDICINE INSIGHTS-ONCOLOGY, 2021, 15
  • [42] Prognostic Impact of the Preoperative Systemic Inflammation Score in Patients With Pancreatic Ductal Adenocarcinoma
    Iguchi, Tomohiro
    Iseda, Norifumi
    Hirose, Kosuke
    Itoh, Shinji
    Harada, Noboru
    Ninomiya, Mizuki
    Sugimachi, Keishi
    Honboh, Takuya
    Maeda, Takashi
    Sadanaga, Noriaki
    Matsuura, Hiroshi
    [J]. AMERICAN SURGEON, 2023, 89 (06) : 2213 - 2219
  • [43] Collagen Biomarkers Quantify Fibroblast Activity In Vitro and Predict Survival in Patients with Pancreatic Ductal Adenocarcinoma
    Nissen, Neel I.
    Johansen, Astrid Z.
    Chen, Inna
    Johansen, Julia S.
    Pedersen, Rasmus S.
    Hansen, Carsten P.
    Karsdal, Morten A.
    Willumsen, Nicholas
    [J]. CANCERS, 2022, 14 (03)
  • [44] microRNAs as markers of survival and chemoresistance in pancreatic ductal adenocarcinoma
    Frampton, Adam E.
    Krell, Jonathan
    Jacob, Jimmy
    Stebbing, Justin
    Jiao, Long R.
    Castellano, Leandro
    [J]. EXPERT REVIEW OF ANTICANCER THERAPY, 2011, 11 (12) : 1837 - 1842
  • [45] Epigenetic Landscape of DNA Methylation in Pancreatic Ductal Adenocarcinoma
    Liu, Peiyi
    Jacques, Juliette
    Hwang, Chang-Il
    [J]. EPIGENOMES, 2024, 8 (04)
  • [46] Expression of Galectin-3 in Pancreatic Ductal Adenocarcinoma
    Gaida, Matthias M.
    Bach, Sylvia T.
    Guenther, Frank
    Baseras, Billur
    Tschaharganeh, Darjus F.
    Welsch, Thilo
    Felix, Klaus
    Bergmann, Frank
    Haensch, Gertrud M.
    Wente, Moritz N.
    [J]. PATHOLOGY & ONCOLOGY RESEARCH, 2012, 18 (02) : 299 - 307
  • [47] Prognostic relevance of tertiary lymphoid organs following neoadjuvant chemoradiotherapy in pancreatic ductal adenocarcinoma
    Kuwabara, Shota
    Tsuchikawa, Takahiro
    Nakamura, Toru
    Hatanaka, Yutaka
    Hatanaka, Kanako C.
    Sasaki, Katsunori
    Ono, Masato
    Umemoto, Kazufumi
    Suzuki, Tomohiro
    Sato, Osamu
    Hane, Yuma
    Nakanishi, Yoshitsugu
    Asano, Toshimichi
    Ebihara, Yuma
    Kurashima, Yo
    Noji, Takehiro
    Murakami, Soichi
    Okamura, Keisuke
    Shichinohe, Toshiaki
    Hirano, Satoshi
    [J]. CANCER SCIENCE, 2019, 110 (06) : 1853 - 1862
  • [48] Prognostic and functional role of hyaluronan-binding protein 1 in pancreatic ductal adenocarcinoma
    Adachi, Yasuhiro
    Sato, Norihiro
    Oba, Takuya
    Amaike, Takao
    Kudo, Yuzan
    Kohi, Shiro
    Nakayama, Toshiyuki
    Hirata, Keiji
    [J]. ONCOLOGY LETTERS, 2022, 24 (01)
  • [49] Prognostic value of paraaortic lymph node metastases in patients with ductal adenocarcinoma of the pancreatic head
    Petrova, Ekaterina
    Mazzella, Elena
    Trojan, Joerg
    Koch, Christine
    Schulze, Falko
    Bechstein, Wolf O.
    Schnitzbauer, Andreas A.
    [J]. EJSO, 2023, 49 (05): : 996 - 1000
  • [50] Mouse Models of Pancreatic Ductal Adenocarcinoma
    Ponz-Sarvise, Mariano
    Tuveson, David A.
    Yu, Kenneth H.
    [J]. HEMATOLOGY-ONCOLOGY CLINICS OF NORTH AMERICA, 2015, 29 (04) : 609 - +