Unfolded protein response kinase PERK supports survival and metastasis of circulating tumor cell clusters via SAM synthesis and H3K4me3-dependent PDGFB signaling

Rui Tang , Yan Sun , Ao Deng , Jiahe Liu , Peijin Dai , Jing Chen , Chaoqun Deng , Hui Liu , Yuhang Hai , Yanran Tong , Yan-e Du , Manran Liu , Haojun Luo

Cancer Communications ›› 2025, Vol. 45 ›› Issue (12) : 1706 -1733.

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Cancer Communications ›› 2025, Vol. 45 ›› Issue (12) :1706 -1733. DOI: 10.1002/cac2.70072
ORIGINAL ARTICLE
Unfolded protein response kinase PERK supports survival and metastasis of circulating tumor cell clusters via SAM synthesis and H3K4me3-dependent PDGFB signaling
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Abstract

Background: Metastasis is the leading cause of cancer-related mortality, with circulating tumor cell (CTC) clusters serving as highly efficient precursors of distant metastasis. Survival of CTC clusters in the bloodstream is the primary contributor to tumor metastasis. However, the underlying mechanisms of how CTC clusters respond to the blood environment and drive metastasis remain elusive. This study aimed to elucidate the potential mechanisms that enable CTC clusters to adapt and survive in the bloodstream.

Methods: CTC clusters were detected using a microfluidic system in cancer patients, as well as in patient-derived xenograft (PDX), cell line-derived xenograft, and syngeneic models. The key molecules responsible for the adaptive survival of CTC clusters were characterized using RNA-sequencing (RNA-seq), gene interference, and flow cytometry. To investigate the underlying mechanisms of adaptive survival, RNA-seq, targeted metabolomics, isotope tracing experiments, chromatin immunoprecipitation (ChIP) sequencing, and immunofluorescence (IF) staining were employed. The therapeutic potential of survival pathway inhibitor combined with chemotherapy drug was evaluated in patient-derived CTCs and the PDX model.

Results: CTC clusters exhibited superior survival and metastatic capacity compared to single CTCs and were associated with adverse clinical outcomes. The unfolded protein response mediator protein kinase R-like endoplasmic reticulum kinase (PERK) was activated in CTC clusters and maintained S-adenosylmethionine (SAM) availability, facilitating their adaptive survival in the bloodstream. Mechanistically, PERK mediated the upregulation of activating transcription factor 4 (ATF4), which enhanced methionine adenosyltransferase 2A (MAT2A) expression, contributing to SAM synthesis. Increased SAM enhanced H3K4me3 modification of the platelet-derived growth factor B (PDGFB) promoter, leading to elevated PDGFB secretion and its accumulation in the intercellular region within CTC clusters. PDGFB functioned as a shared survival signal, triggering the phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT) pathway via platelet-derived growth factor receptor beta (PDGFRβ), supporting CTC cluster survival in the bloodstream. Inhibition of PERK and PDGFRβ profoundly impaired the survival signaling and suppressed the metastatic dissemination of CTC clusters.

Conclusions: Our findings revealed a PERK/MAT2A/PDGFB axis that confers adaptive survival capabilities to CTC clusters in the bloodstream. Targeting this survival signaling pathway represents a promising therapeutic strategy for metastatic cancer.

Keywords

CTC cluster / Methionine adenosyltransferase 2A (MAT2A) / PERK / PDGFR signaling / SAM synthesis

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Rui Tang, Yan Sun, Ao Deng, Jiahe Liu, Peijin Dai, Jing Chen, Chaoqun Deng, Hui Liu, Yuhang Hai, Yanran Tong, Yan-e Du, Manran Liu, Haojun Luo. Unfolded protein response kinase PERK supports survival and metastasis of circulating tumor cell clusters via SAM synthesis and H3K4me3-dependent PDGFB signaling. Cancer Communications, 2025, 45(12): 1706-1733 DOI:10.1002/cac2.70072

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References

[1]

Fares J, Fares MY, Khachfe HH, Salhab HA, Fares Y. Molecular principles of metastasis: a hallmark of cancer revisited. Signal Transduct Target Ther. 2020;5(1):28.

[2]

Majidpoor J, Mortezaee K. Steps in metastasis: an updated review. Med Oncol. 2021;38(1):3.

[3]

Ring A, Nguyen-Sträuli BD, Wicki A, Aceto N. Biology, vulnerabilities and clinical applications of circulating tumour cells. Nat Rev Cancer. 2023;23(2):95-111.

[4]

Yu J-J, Shu C, Yang H-Y, Huang Z, Li Y-N, Tao R, et al. The Presence of Circulating Tumor Cell Cluster Characterizes an Aggressive Hepatocellular Carcinoma Subtype. Front Oncol. 2021;11:734564.

[5]

Zhang W, Xu F, Yao J, Mao C, Zhu M, Qian M, et al. Single-cell metabolic fingerprints discover a cluster of circulating tumor cells with distinct metastatic potential. Nat Commun. 2023;14(1):2485.

[6]

Gerstberger S, Jiang Q, Ganesh K. Metastasis. Cell. 2023;186(8):1564-79.

[7]

Luzzi KJ, MacDonald IC, Schmidt EE, Kerkvliet N, Morris VL, Chambers AF, et al. Multistep nature of metastatic inefficiency: dormancy of solitary cells after successful extravasation and limited survival of early micrometastases. Am J Pathol. 1998;153(3):865-73.

[8]

Aceto N, Bardia A, Miyamoto DT, Donaldson MC, Wittner BS, Spencer JA, et al. Circulating tumor cell clusters are oligoclonal precursors of breast cancer metastasis. Cell. 2014;158(5):1110-22.

[9]

Liu X, Taftaf R, Kawaguchi M, Chang Y-F, Chen W, Entenberg D, et al. Homophilic CD44 Interactions Mediate Tumor Cell Aggregation and Polyclonal Metastasis in Patient-Derived Breast Cancer Models. Cancer Discov. 2019;9(1):96-113.

[10]

Taftaf R, Liu X, Singh S, Jia Y, Dashzeveg NK, Hoffmann AD, et al. ICAM1 initiates CTC cluster formation and trans-endothelial migration in lung metastasis of breast cancer. Nat Commun. 2021;12(1):4867.

[11]

Szczerba BM, Castro-Giner F, Vetter M, Krol I, Gkountela S, Landin J, et al. Neutrophils escort circulating tumour cells to enable cell cycle progression. Nature. 2019;566(7745):553-7.

[12]

Cai J, Zhang W, Lu Y, Liu W, Zhou H, Liu M, et al. Single-cell exome sequencing reveals polyclonal seeding and TRPS1 mutations in colon cancer metastasis. Signal Transduct Target Ther. 2024;9(1):247.

[13]

Su J, Song Y, Zhu Z, Huang X, Fan J, Qiao J, et al. Cell-cell communication: new insights and clinical implications. Signal Transduct Target Ther. 2024;9(1):196.

[14]

Labuschagne CF, Cheung EC, Blagih J, Domart M-C, Vousden KH. Cell Clustering Promotes a Metabolic Switch that Supports Metastatic Colonization. Cell Metab. 2019;30(4):720-34.e5.

[15]

Haeger A, Alexander S, Vullings M, Kaiser FMP, Veelken C, Flucke U, et al. Collective cancer invasion forms an integrin-dependent radioresistant niche. J Exp Med. 2020;217(1):e20181184.

[16]

Cheng S, Wan X, Yang L, Qin Y, Chen S, Liu Y, et al. RGCC-mediated PLK1 activity drives breast cancer lung metastasis by phosphorylating AMPKα2 to activate oxidative phosphorylation and fatty acid oxidation. J Exp Clin Cancer Res. 2023;42(1):342.

[17]

Xia Y, Whitesides GM. Soft Lithography. Angew Chem Int Ed Engl. 1998;37(5):550-75.

[18]

Chen J-Y, Chou H-H, Lim SC, Huang Y-J, Lai K-C, Guo C-L, et al. Multiomic characterization and drug testing establish circulating tumor cells as an ex vivo tool for personalized medicine. iScience. 2022;25(10):105081.

[19]

Zhang Q, Cai Z, Gerratana L, Davis AA, D'Amico P, Chawla A, et al. Early Evaluation of Risk Stratification and Clinical Outcomes for Patients with Advanced Breast Cancer through Combined Monitoring of Baseline Circulating Tumor Cells and DNA. Clin Cancer Res. 2024;30(16):3470-80.

[20]

Campbell NR, Rao A, Hunter MV, Sznurkowska MK, Briker L, Zhang M, et al. Cooperation between melanoma cell states promotes metastasis through heterotypic cluster formation. Dev Cell. 2021;56(20):2808-25.e10.

[21]

Wrenn ED, Yamamoto A, Moore BM, Huang Y, McBirney M, Thomas AJ, et al. Regulation of Collective Metastasis by Nanolumenal Signaling. Cell. 2020;183(2):395-410.e19.

[22]

Gkountela S, Castro-Giner F, Szczerba BM, Vetter M, Landin J, Scherrer R, et al. Circulating Tumor Cell Clustering Shapes DNA Methylation to Enable Metastasis Seeding. Cell. 2019;176(1-2):98-112.e14.

[23]

Follain G, Herrmann D, Harlepp S, Hyenne V, Osmani N, Warren SC, et al. Fluids and their mechanics in tumour transit: shaping metastasis. Nat Rev Cancer. 2020;20(2):107-24.

[24]

Tang R, Luo S, Liu H, Sun Y, Liu M, Li L, et al. Circulating Tumor Microenvironment in Metastasis. Cancer Res. 2025;85(8):1354-67.

[25]

Hetz C, Zhang K, Kaufman RJ. Mechanisms, regulation and functions of the unfolded protein response. Nat Rev Mol Cell Biol. 2020;21(8):421-38.

[26]

Wang Z, Yip LY, Lee JHJ, Wu Z, Chew HY, Chong PKW, et al. Methionine is a metabolic dependency of tumor-initiating cells. Nat Med. 2019;25(5):825-37.

[27]

Li C, Gui G, Zhang L, Qin A, Zhou C, Zha X. Overview of Methionine Adenosyltransferase 2A (MAT2A) as an Anticancer Target: Structure, Function, and Inhibitors. J Med Chem. 2022;65(14):9531-47.

[28]

Yang J, Xu J, Wang W, Zhang B, Yu X, Shi S. Epigenetic regulation in the tumor microenvironment: molecular mechanisms and therapeutic targets. Signal Transduct Target Ther. 2023;8(1):210.

[29]

Lu SC, Mato JM. S-adenosylmethionine in liver health, injury, and cancer. Physiol Rev. 2012;92(4):1515-42.

[30]

Wang H, Helin K. Roles of H3K4 methylation in biology and disease. Trends Cell Biol. 2024;35(2):115-28.

[31]

Jitariu A-A, Raica M, Cîmpean AM, Suciu SC. The role of PDGF-B/PDGFR-BETA axis in the normal development and carcinogenesis of the breast. Crit Rev Oncol Hematol. 2018;131:46-52.

[32]

Yang H, Salz T, Zajac-Kaye M, Liao D, Huang S, Qiu Y. Overexpression of histone deacetylases in cancer cells is controlled by interplay of transcription factors and epigenetic modulators. FASEB J. 2014;28(10):4265-79.

[33]

Cristofanilli M, Budd GT, Ellis MJ, Stopeck A, Matera J, Miller MC, et al. Circulating tumor cells, disease progression, and survival in metastatic breast cancer. N Engl J Med. 2004;351(8):781-91.

[34]

Dashzeveg NK, Jia Y, Zhang Y, Gerratana L, Patel P, Shajahan A, et al. Dynamic Glycoprotein Hyposialylation Promotes Chemotherapy Evasion and Metastatic Seeding of Quiescent Circulating Tumor Cell Clusters in Breast Cancer. Cancer Discov. 2023;13(9):2050-71.

[35]

Liu X, Song J, Zhang H, Liu X, Zuo F, Zhao Y, et al. Immune checkpoint HLA-E:CD94-NKG2A mediates evasion of circulating tumor cells from NK cell surveillance. Cancer Cell. 2023;41(2):272-87.e9.

[36]

Giuliano M, Shaikh A, Lo HC, Arpino G, De Placido S, Zhang XH, et al. Perspective on Circulating Tumor Cell Clusters: Why It Takes a Village to Metastasize. Cancer Res. 2018;78(4):845-52.

[37]

Donato C, Kunz L, Castro-Giner F, Paasinen-Sohns A, Strittmatter K, Szczerba BM, et al. Hypoxia Triggers the Intravasation of Clustered Circulating Tumor Cells. Cell Rep. 2020;32(10):108105.

[38]

Chen X, Cubillos-Ruiz JR. Endoplasmic reticulum stress signals in the tumour and its microenvironment. Nat Rev Cancer. 2021;21(2):71-88.

[39]

Bartkowiak K, Kwiatkowski M, Buck F, Gorges TM, Nilse L, Assmann V, et al. Disseminated Tumor Cells Persist in the Bone Marrow of Breast Cancer Patients through Sustained Activation of the Unfolded Protein Response. Cancer Res. 2015;75(24):5367-77.

[40]

Avivar-Valderas A, Salas E, Bobrovnikova-Marjon E, Diehl JA, Nagi C, Debnath J, et al. PERK integrates autophagy and oxidative stress responses to promote survival during extracellular matrix detachment. Mol Cell Biol. 2011;31(17):3616-29.

[41]

Salaroglio IC, Panada E, Moiso E, Buondonno I, Provero P, Rubinstein M, et al. PERK induces resistance to cell death elicited by endoplasmic reticulum stress and chemotherapy. Mol Cancer. 2017;16(1):91.

[42]

Du S, Yang Z, Lu X, Yousuf S, Zhao M, Li W, et al. Anoikis resistant gastric cancer cells promote angiogenesis and peritoneal metastasis through C/EBPβ-mediated PDGFB autocrine and paracrine signaling. Oncogene. 2021;40(38):5764-79.

[43]

Zou X, Tang X-Y, Qu Z-Y, Sun Z-W, Ji C-F, Li Y-J, et al. Targeting the PDGF/PDGFR signaling pathway for cancer therapy: A review. Int J Biol Macromol. 2022;202:539-57.

[44]

Pandey P, Khan F, Upadhyay TK, Seungjoon M, Park MN, Kim B. New insights about the PDGF/PDGFR signaling pathway as a promising target to develop cancer therapeutic strategies. Biomed Pharmacother. 2023;161:114491.

[45]

Castro-Giner F, Aceto N. Tracking cancer progression: from circulating tumor cells to metastasis. Genome Med. 2020;12(1):31.

[46]

Bidard F-C, Jacot W, Kiavue N, Dureau S, Kadi A, Brain E, et al. Efficacy of Circulating Tumor Cell Count-Driven vs Clinician-Driven First-line Therapy Choice in Hormone Receptor-Positive, ERBB2-Negative Metastatic Breast Cancer: The STIC CTC Randomized Clinical Trial. JAMA Oncol. 2021;7(1):34-41.

[47]

Wei R-R, Sun D-N, Yang H, Yan J, Zhang X, Zheng X-L, et al. CTC clusters induced by heparanase enhance breast cancer metastasis. Acta Pharmacol Sin. 2018;39(8):1326-37.

[48]

Kurzeder C, Nguyen-Sträuli BD, Krol I, Ring A, Castro-Giner F, Nüesch M, et al. Digoxin for reduction of circulating tumor cell cluster size in metastatic breast cancer: a proof-of-concept trial. Nat Med. 2025;31(4):1120-4.

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2025 The Author(s). Cancer Communications published by John Wiley & Sons Australia, Ltd. on behalf of Sun Yat-sen University Cancer Center.

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