Dickkopf-3 links HSF1 and YAP/TAZ signalling to control aggressive behaviours in cancer-associated fibroblasts
Open accessAbstract
Aggressive behaviours of solid tumours are highly influenced by the tumour microenvironment. Multiple signalling pathways can affect the normal function of stromal fibroblasts in tumours, but how these events are coordinated to generate tumour-promoting cancer-associated fibroblasts (CAFs) is not well understood. Here we show that stromal expression of Dickkopf-3 (DKK3) is associated with aggressive breast, colorectal and ovarian cancers. We demonstrate that DKK3 is a HSF1 effector that modulates the pro-tumorigenic behaviour of CAFs in vitro and in vivo. DKK3 orchestrates a concomitant activation of β-catenin and YAP/TAZ. Whereas β-catenin is dispensable for CAF-mediated ECM remodelling, cancer cell growth and invasion, DKK3-driven YAP/TAZ activation is required to induce tumour-promoting phenotypes. Mechanistically, DKK3 in CAFs acts via canonical Wnt signalling by interfering with the negative regulator Kremen and increasing cell-surface levels of LRP6. This work reveals an unpredicted link between HSF1, Wnt signalling and YAP/TAZ relevant for the generation of tumour-promoting CAFs.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
HSF1 is required for the generation of CAFs.
“Heat shock factor 1 (HSF1), which responds in part to protein misfolding, is required for the generation of CAFs67,68.”
From A framework for advancing our understanding of cancer-associated fibroblasts (2020) · cites this paper as [68]
The Results section ('DKK3 is a HSF1 target gene upregulated in CAFs'; page unavailable) reports that silencing Hsf1 reduces DKK3 expression in existing CAFs and links HSF1 to aggressive CAF behaviours. The Introduction and Discussion connect this pathway to an activated CAF phenotype, but do not establish that HSF1 is required to generate CAFs. The Results also identify protein misfolding as a stress that can activate HSF1. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Enrichr: interactive and collaborative HTML5 gene list enrichment analysis tool
Chen, E. Y., Tan, C. M., Kou, Y., Duan, Q., Wang, Z., Meirelles, G. V., Clark, N. R., & Ma’ayan, A. (2013) · BMC Bioinformatics · doi:10.1186/1471-2105-14-128 · Cited by 7,814 · see citing works
Role of YAP/TAZ in mechanotransduction
Dupont, S., Morsut, L., Aragona, M., Enzo, E., Giulitti, S., Cordenonsi, M., Zanconato, F., Le Digabel, J., Forcato, M., Bicciato, S., et al. (2011) · Nature · doi:10.1038/nature10137 · Cited by 5,979 · see citing works
Accessories to the Crime: Functions of Cells Recruited to the Tumor Microenvironment
Hanahan, D., & Coussens, L. M. (2012) · Cancer Cell · doi:10.1016/j.ccr.2012.02.022 · Cited by 4,632 · see citing works
Györffy, B., Lanczky, A., Eklund, A. C., Denkert, C., Budczies, J., Li, Q., & Szallasi, Z. (2010) · Breast Cancer Research and Treatment · doi:10.1007/s10549-009-0674-9 · Cited by 4,169 · see citing works
Xiao, Q., Wu, J., Wang, W.-J., Chen, S., Zheng, Y., Yu, X., Meeth, K., Sahraei, M., Bothwell, A. L. M., Chen, L., et al. (2018) · Nature Medicine · doi:10.1038/nm.4496 · Cited by 130 · see citing works
Flagged first, then by citations
Research works printed but not linked: 43
- [1]Hanahan D Weinberg RA Hallmarks of cancer: the next generation Cell 2011 144 646 674 10.1016/j.cell.2011.02.013 21376230 · DOI · Paper page
- [3]Bissell MJ Hines WC Why don’t we get more cancer? A proposed role of the microenvironment in restraining cancer progression Nat. Med. 2011 17 320 329 10.1038/nm.2328 21383745 PMC3569482 · DOI
- [4]Quail DF Joyce JA Microenvironmental regulation of tumor progression and metastasis Nat. Med. 2013 19 1423 1437 10.1038/nm.3394 24202395 PMC3954707 · DOI · Paper page
- [5]Klemm F Joyce JA Microenvironmental regulation of therapeutic response in cancer Trends Cell Biol. 2015 25 198 213 10.1016/j.tcb.2014.11.006 25540894 PMC5424264 · DOI
- [6]Scherz-Shouval R The reprogramming of tumor stroma by HSF1 is a potent enabler of malignancy Cell 2014 158 564 578 10.1016/j.cell.2014.05.045 25083868 PMC4249939 · DOI · Paper page
- [7]Calvo F Mechanotransduction and YAP-dependent matrix remodelling is required for the generation and maintenance of cancer-associated fibroblasts Nat. Cell Biol. 2013 15 637 646 10.1038/ncb2756 23708000 PMC3836234 · DOI · Paper page
- [8]Niehrs C Function and biological roles of the Dickkopf family of Wnt modulators Oncogene 2006 25 7469 7481 10.1038/sj.onc.1210054 17143291 · DOI · Paper page
- [9]Mao BY LDL-receptor-related protein 6 is a receptor for Dickkopf proteins Nature 2001 411 321 325 10.1038/35077108 11357136 · DOI
- [10]Mao B Kremen proteins are Dickkopf receptors that regulate Wnt/beta-catenin signalling Nature 2002 417 664 667 10.1038/nature756 12050670 · DOI · Paper page
- [11]Ohlund D Elyada E Tuveson D Fibroblast heterogeneity in the cancer wound J. Exp. Med. 2014 211 1503 1523 10.1084/jem.20140692 25071162 PMC4113948 · DOI
- [12]Kalluri R The biology and function of fibroblasts in cancer Nat. Rev. Cancer 2016 16 582 598 10.1038/nrc.2016.73 27550820 · DOI · Paper page
- [13]Calon A Dependency of colorectal cancer on a TGF-beta-driven program in stromal cells for metastasis initiation Cancer Cell. 2012 22 571 584 10.1016/j.ccr.2012.08.013 23153532 PMC3512565 · DOI · Paper page
- [15]Kuleshov MV Enrichr: a comprehensive gene set enrichment analysis web server 2016 update Nucleic Acids Res. 2016 44 W90 W97 10.1093/nar/gkw377 27141961 PMC4987924 · DOI · Paper page
- [16]Page TJ Genome-wide analysis of human HSF1 signaling reveals a transcriptional program linked to cellular adaptation and survival Mol. Biosyst. 2006 2 627 639 10.1039/b606129j 17216044 · DOI
- [17]Trinklein ND Murray JI Hartman SJ Botstein D Myers RM The role of heat shock transcription factor 1 in the genome-wide regulation of the mammalian heat shock response Mol. Biol. Cell. 2004 15 1254 1261 10.1091/mbc.e03-10-0738 14668476 PMC363119 · DOI
- [18]Dai C Sampson SB HSF1: guardian of proteostasis in cancer Trends Cell Biol. 2016 26 17 28 10.1016/j.tcb.2015.10.011 26597576 PMC4722819 · DOI
- [19]Dolznig H Modeling colon adenocarcinomas in vitro a 3D co-culture system induces cancer-relevant pathways upon tumor cell and stromal fibroblast interaction Am. J. Pathol. 2011 179 487 501 10.1016/j.ajpath.2011.03.015 21703426 PMC3123876 · DOI
- [20]Goetz JG Biomechanical remodeling of the microenvironment by stromal caveolin-1 favors tumor invasion and metastasis Cell 2011 146 148 163 10.1016/j.cell.2011.05.040 21729786 PMC3244213 · DOI · Paper page
- [21]Kai F Laklai H Weaver VM Force matters: biomechanical regulation of cell invasion and migration in disease Trends Cell Biol. 2016 26 486 497 10.1016/j.tcb.2016.03.007 27056543 PMC4970516 · DOI
- [22]Subramanian A Kuehn H Gould J Tamayo P Mesirov JP GSEA-P: a desktop application for Gene Set Enrichment Analysis Bioinformatics 2007 23 3251 3253 10.1093/bioinformatics/btm369 17644558 · DOI
- [23]Zanconato F Cordenonsi M Piccolo S YAP/TAZ at the roots of cancer Cancer Cell. 2016 29 783 803 10.1016/j.ccell.2016.05.005 27300434 PMC6186419 · DOI · Paper page
- [24]Clevers H Wnt/beta-catenin signaling in development and disease Cell 2006 127 469 480 10.1016/j.cell.2006.10.018 17081971 · DOI · Paper page
- [25]Enzo MV Rastrelli M Rossi CR Hladnik U Segat D The Wnt/beta-catenin pathway in human fibrotic-like diseases and its eligibility as a therapeutic target Mol. Cell. Ther. 2015 3 1 10.1186/s40591-015-0038-2 26056602 PMC4452070 · DOI
- [26]Pan D The hippo signaling pathway in development and cancer Dev. Cell. 2010 19 491 505 10.1016/j.devcel.2010.09.011 20951342 PMC3124840 · DOI
- [27]Zhao B Li L Tumaneng K Wang CY Guan KL A coordinated phosphorylation by Lats and CK1 regulates YAP stability through SCF beta-TRCP Genes & Dev. 2010 24 72 85 10.1101/gad.1843810 20048001 PMC2802193 · DOI · Paper page
- [28]Zhao B Inactivation of YAP oncoprotein by the Hippo pathway is involved in cell contact inhibition and tissue growth control Genes Dev. 2007 21 2747 2761 10.1101/gad.1602907 17974916 PMC2045129 · DOI · Paper page
- [29]Azzolin L YAP/TAZ incorporation in the beta-catenin destruction complex orchestrates the Wnt response Cell 2014 158 157 170 10.1016/j.cell.2014.06.013 24976009 · DOI · Paper page
- [30]Azzolin L Role of TAZ as mediator of Wnt signaling Cell 2012 151 1443 1456 10.1016/j.cell.2012.11.027 23245942 · DOI
- [31]Huang SMA Tankyrase inhibition stabilizes axin and antagonizes Wnt signalling Nature 2009 461 614 620 10.1038/nature08356 19759537 · DOI
- [32]Zhuang X Differential effects on lung and bone metastasis of breast cancer by Wnt signalling inhibitor DKK1 Nat. Cell Biol. 2017 19 1274 1285 10.1038/ncb3613 28892080 · DOI
- [33]Hauer K DKK2 mediates osteolysis, invasiveness, and metastatic spread in Ewing sarcoma Cancer Res. 2013 73 967 977 10.1158/0008-5472.CAN-12-1492 23204234 · DOI
- [35]Nakamura RE Hackam AS Analysis of Dickkopf3 interactions with Wnt signaling receptors Growth Factors 2010 28 232 242 10.3109/08977191003738832 20370576 PMC2950226 · DOI
- [36]Meister M Dickkopf-3, a tissue-derived modulator of local T-cell responses Front. Immunol. 2015 6 78 10.3389/fimmu.2015.00078 25759692 PMC4338807 · DOI
- [38]Guy CT Cardiff RD Muller WJ Induction of mammary tumors by expression of polyomavirus middle T oncogene: a transgenic mouse model for metastatic disease Mol. Cell. Biol. 1992 12 954 961 10.1128/MCB.12.3.954 1312220 PMC369527 · DOI
- [39]Calvo F Hooper S Sahai E Isolation and immortalization of fibroblasts from different tumoral stages Bio-Protoc. 2014 4 e1097 10.21769/BioProtoc.1097 · DOI
- [40]Tchou J Human breast cancer associated fibroblasts exhibit subtype specific gene expression profiles BMC. Med. Genom. 2012 5 39 10.1186/1755-8794-5-39 PMC3505468 22954256 · DOI
- [41]Kirkegaard T Observer variation in immunohistochemical analysis of protein expression, time for a change? Histopathology 2006 48 787 794 10.1111/j.1365-2559.2006.02412.x 16722926 · DOI
- [42]Kedrin D Intravital imaging of metastatic behavior through a mammary imaging window Nat. Methods 2008 5 1019 1021 10.1038/nmeth.1269 18997781 PMC2820719 · DOI
- [43]Li Q Birkbak NJ Gyorffy B Szallasi Z Eklund AC Jetset: selecting the optimal microarray probe set to represent a gene BMC Bioinforma. 2011 12 474 10.1186/1471-2105-12-474 PMC3266307 22172014 · DOI
- [44]Barbie DA Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 Nature 2009 462 108 112 10.1038/nature08460 19847166 PMC2783335 · DOI
- [45]Gyorffy B Lanczky A Szallasi Z Implementing an online tool for genome-wide validation of survival-associated biomarkers in ovarian-cancer using microarray data from 1287 patients Endocr. Relat. Cancer 2012 19 197 208 10.1530/ERC-11-0329 22277193 · DOI
- [47]Smith JJ Experimentally derived metastasis gene expression profile predicts recurrence and death in patients with colon cancer Gastroenterology 2010 138 958 968 10.1053/j.gastro.2009.11.005 19914252 PMC3388775 · DOI
- [48]Finak G Stromal gene expression predicts clinical outcome in breast cancer Nat. Med. 2008 14 518 527 10.1038/nm1764 18438415 · DOI
Cited by
Sorted by citations
A framework for advancing our understanding of cancer-associated fibroblasts
Sahai, E., Astsaturov, I., Cukierman, E., DeNardo, D. G., Egeblad, M., Evans, R. M., Fearon, D., Greten, F. R., Hingorani, S. R., Hunter, T., et al. (2020) · Nature Reviews Cancer · doi:10.1038/s41568-019-0238-1 · Cited by 3,863 · see citing works
Mao, X., Xu, J., Wang, W., Liang, C., Hua, J., Liu, J., Zhang, B., Meng, Q., Yu, X., & Shi, S. (2021) · Molecular Cancer · doi:10.1186/s12943-021-01428-1 · Cited by 2,290 · see citing works
Signaling pathways in cancer-associated fibroblasts and targeted therapy for cancer
Wu, F., Yang, J., Liu, J., Wang, Y., Mu, J., Zeng, Q., Deng, S., & Zhou, H. (2021) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-021-00641-0 · Cited by 773 · see citing works
Shaashua, L., Ben-Shmuel, A., Pevsner-Fischer, M., Friedman, G., Levi-Galibov, O., Nandakumar, S., Barki, D., Nevo, R., Brown, L. E., Zhang, W., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-34081-3 · Cited by 79 · see citing works
Mieulet, V., Garnier, C., Kieffer, Y., Guilbert, T., Nemati, F., Marangoni, E., Renault, G., Chamming’s, F., Vincent-Salomon, A., & Mechta-Grigoriou, F. (2021) · Scientific Reports · doi:10.1038/s41598-021-83685-0 · Cited by 79 · see citing works
Deng, L., Jiang, N., Zeng, J., Wang, Y., & Cui, H. (2021) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2021.733270 · Cited by 51 · see citing works
Fotsitzoudis, C., Koulouridi, A., Messaritakis, I., Konstantinidis, T., Gouvas, N., Tsiaoussis, J., & Souglakos, J. (2022) · Cancers · doi:10.3390/cancers14184394 · Cited by 46 · see citing works
Dijkstra, J. J., Neikes, H. K., Rezaeifard, S., Ma, X., Voest, E. E., Tauriello, D. V. F., & Vermeulen, M. (2023) · Journal of Proteome Research · doi:10.1021/acs.jproteome.2c00551 · Cited by 23 · see citing works
Mouillet-Richard, S., Martin-Lannerée, S., Le Corre, D., Hirsch, T. Z., Ghazi, A., Sroussi, M., Pilati, C., de Reyniès, A., Djouadi, F., Vodovar, N., et al. (2022) · Oncogene · doi:10.1038/s41388-022-02430-7 · Cited by 14 · see citing works
- Authors
- Ferrari, N., Ranftl, R., Chicherova, I., Slaven, N. D., Moeendarbary, E., Farrugia, A. J., Lam, M., Semiannikova, M., Westergaard, M. C. W., Tchou, J., Magnani, L., & Calvo, F.
- Affiliations
- Institute of Cancer Research (GB)
- Imperial College London (GB)
- University College London (GB)
- University of Copenhagen (DK)
- Abramson Cancer Center (US)
- Corresponding author
- Calvo, Fernando
- ORCID
- Venue
- Nature Communications
- Published
- 2019-01-10
- Volume
- 10
- Issue
- 1
- Pages
- 130-130
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC6328607
- OpenAlex
- W2911197932
- Cited by
- 164
- References
- 5
- Citations by year
- 2026: 13 · 2025: 14 · 2024: 16 · 2023: 28 · 2022: 35 · 2021: 27 · 2020: 22 · 2019: 9
- FWCI
- 12.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DIGITAL.CSIC (Spanish National Research Council (CSIC)) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Spiral (Imperial College London) (submittedVersion, cc-by)
- Funders
- Cancer Research UK (C57744/A22057, 23110, 22057)
- European Regional Development Fund
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Hippo pathway signaling and YAP/TAZ
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Wnt/β-catenin signaling in development and cancer
- Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
- Keywords
- Dickkopf-3, HSF1, cancer-associated fibroblasts, tumor microenvironment, Wnt signaling, LRP6, β-catenin, extracellular matrix remodeling, tumor invasion, breast cancer, colorectal cancer, ovarian cancer, tumor aggressiveness
- MeSH terms
- Cancer-Associated Fibroblasts, Heat Shock Transcription Factors, Transcriptional Coactivator with PDZ-Binding Motif Proteins, Animals, Cell Line, Cells, Cultured, Humans, Membrane Proteins, Mice, Nude, Mice, Transgenic, Neoplasms, Phosphoproteins, Transcription Factors, Trans-Activators, Chemokines, Gene Expression Profiling, Intercellular Signaling Peptides and Proteins, Intracellular Signaling Peptides and Proteins, Adaptor Proteins, Signal Transducing, beta Catenin, Wnt Signaling Pathway, Low Density Lipoprotein Receptor-Related Protein-6
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review