Cancer-associated fibroblasts reveal aberrant DNA methylation across different types of cancer

被引:1
|
作者
Schmidt, Marco [1 ,2 ]
Maie, Tiago [3 ]
Cramer, Thorsten [4 ]
Costa, Ivan G. [3 ]
Wagner, Wolfgang [1 ,2 ,5 ]
机构
[1] Rhein Westfal TH Aachen, Inst Stem Cell Biol, Med Sch, D-52074 Aachen, Germany
[2] Rhein Westfal TH Aachen, Helmholtz Inst Biomed Engn, Med Sch, D-52074 Aachen, Germany
[3] Rhein Westfal TH Aachen, Inst Computat Genom, Joint Res Ctr Computat Biomed, Med Sch, D-52074 Aachen, Germany
[4] RWTH Aachen Univ Hosp, Dept Gen Visceral & Transplantat Surg, D-52074 Aachen, Germany
[5] Aachen Bonn Cologne Dusseldorf CIO ABCD, Ctr Integrated Oncol, Aachen, Germany
关键词
Biomarker; Cancer-associated fibroblasts; DNA methylation; Epigenetic; Human; CpG; Cancer; Hepatocellular carcinoma; Survival;
D O I
10.1186/s13148-024-01783-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundCancer-associated fibroblasts (CAFs) are essential components of the tumor microenvironment and play a critical role in cancer progression. Numerous studies have identified significant molecular differences between CAFs and normal tissue-associated fibroblasts (NAFs). In this study, we isolated CAFs and NAFs from liver tumors and conducted a comprehensive analysis of their DNA methylation profiles, integrating our finding with data from studies on other cancer types.ResultsOur analysis revealed that several CAF samples exhibited aberrant DNA methylation patterns, which corresponded with altered gene expression levels. Notably, DNA methylation at liver CAF-specific CpG sites was linked to survival outcomes in liver cancer datasets. An integrative analysis using publicly available datasets from various cancer types, including lung, prostate, esophageal, and gastric cancers, uncovered common epigenetic abnormalities across these cancers. Among the consistently altered CpGs were cg09809672 (EDARADD), cg07134930 (HDAC4), and cg05935904 (intergenic). These methylation changes were associated with prognosis across multiple cancer types.ConclusionThe activation of CAFs by the tumor microenvironment seems to be associated with distinct epigenetic modifications. Remarkably, similar genomic regions tend to undergo hypomethylation in CAFs across different studies and cancer types. Our findings suggest that CAF-associated DNA methylation changes hold potential as prognostic biomarkers. However, further research and validation are necessary to develop and apply such signatures in a clinical setting.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Aberrant DNA methylation in non-small cell lung cancer-associated fibroblasts
    Vizoso, Miguel
    Puig, Marta
    Carmona, F. Javier
    Maqueda, Maria
    Velasquez, Adriana
    Gomez, Antonio
    Labernadie, Anna
    Lugo, Roberto
    Gabasa, Marta
    Rigat-Brugarolas, Luis G.
    Trepat, Xavier
    Ramirez, Josep
    Moran, Sebastian
    Vidal, Enrique
    Reguart, Noemi
    Perera, Alexandre
    Esteller, Manel
    Alcaraz, Jordi
    CARCINOGENESIS, 2015, 36 (12) : 1453 - 1463
  • [2] Unveiling heterogeneity of cancer-associated fibroblasts (CAFs) across multiple solid cancer types
    Kravets, Andrey
    Shpak, Boris
    Zotova, Anastasia
    Savchenko, Maria
    Kust, Sofya
    Golubeva, Olga
    Abdou, Mary
    Grigoryev, Fedor
    Bulusheva, Irina
    Sargsyan, Beniamin
    Pavlovich, Polina
    Maximov, Vlad
    Kushnarev, Vladimir
    Goldberg, Michael
    Kotlov, Nikita
    Bagaev, Alexander
    CANCER RESEARCH, 2024, 84 (06)
  • [3] Cancer-Associated Fibroblasts in Pancreatic Cancer Are Reprogrammed by Tumor-Induced Alterations in Genomic DNA Methylation
    Xiao, Qian
    Zhou, Donger
    Rucki, Agnieszka A.
    Williams, Jamila
    Zhou, Jiaojiao
    Mo, Guanglan
    Murphy, Adrian
    Fujiwara, Kenji
    Kleponis, Jennifer
    Salman, Bulent
    Wolfgang, Christopher L.
    Anders, Robert A.
    Zheng, Shu
    Jaffee, Elizabeth M.
    Zheng, Lei
    CANCER RESEARCH, 2016, 76 (18) : 5395 - 5404
  • [4] DNA methylation and breast cancer-associated variants
    Ho, Peh Joo
    Dorajoo, Rajkumar
    Ivankovic, Ivna
    Ong, Seeu Si
    Khng, Alexis Jiaying
    Tan, Benita Kiat-Tee
    Tan, Veronique Kiak Mien
    Lim, Swee Ho
    Tan, Ern Yu
    Tan, Su-Ming
    Tan, Qing Ting
    Yan, Zhiyan
    Ngeow, Joanne
    Sim, Yirong
    Chan, Patrick
    Chuan, Juliana Chen Jia
    Chan, Ching Wan
    Tang, Siau Wei
    Hartman, Mikael
    Li, Jingmei
    BREAST CANCER RESEARCH AND TREATMENT, 2021, 188 (03) : 713 - 727
  • [5] DNA methylation and cancer-associated genetic instability
    Ehrlich, M
    GENOME INSTABILITY IN CANCER DEVELOPMENT, 2005, 570 : 363 - 392
  • [6] DNA methylation and breast cancer-associated variants
    Peh Joo Ho
    Rajkumar Dorajoo
    Ivna Ivanković
    Seeu Si Ong
    Alexis Jiaying Khng
    Benita Kiat-Tee Tan
    Veronique Kiak Mien Tan
    Swee Ho Lim
    Ern Yu Tan
    Su-Ming Tan
    Qing Ting Tan
    Zhiyan Yan
    Joanne Ngeow
    Yirong Sim
    Patrick Chan
    Juliana Chen Jia Chuan
    Ching Wan Chan
    Siau Wei Tang
    Mikael Hartman
    Jingmei Li
    Breast Cancer Research and Treatment, 2021, 188 : 713 - 727
  • [7] Cancer-associated fibroblasts transcriptional pattern reveals common changes in extracellular matrix-related genes across different cancer types
    Andriani, Francesca
    Giussani, Marta
    Facchinetti, Federica
    Callari, Maurizio
    Tagliabue, Elda
    Pastorino, Ugo
    Roz, Luca
    Sozzi, Gabriella
    Sozzi, Gabriella
    CANCER RESEARCH, 2016, 76
  • [8] Aberrant DNA methylation of cancer-associated genes in gastric cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC-EURGAST)
    Balassiano, Karen
    Lima, Sheila
    Jenab, Mazda
    Overvad, Kim
    Tjonneland, Anne
    Boutron-Ruault, Marie Christine
    Clavel-Chapelon, Francoise
    Canzian, Federico
    Kaaks, Rudolf
    Boeing, Heiner
    Meidtner, Karina
    Trichopoulou, Antonia
    Laglou, Pagona
    Vineis, Paolo
    Panico, Salvatore
    Palli, Domenico
    Grioni, Sara
    Tumino, Rosario
    Lund, Eiliv
    Bueno-de-Mesquita, H. Bas
    Numans, Mattjis E.
    Peeters, Petra H. M.
    Ramon Quiros, J.
    Sanchez, Maria-Jose
    Navarro, Carmen
    Ardanaz, Eva
    Dorronsoro, Miren
    Hallmans, Goran
    Stenling, Roger
    Ehrnstrom, Roy
    Regner, Sara
    Allen, Naomi E.
    Travis, Ruth C.
    Khaw, Kay-Tee
    Offerhaus, G. Johan A.
    Sala, Nuria
    Riboli, Elio
    Hainaut, Pierre
    Scoazec, Jean-Yves
    Sylla, Bakary S.
    Gonzalez, Carlos A.
    Herceg, Zdenko
    CANCER LETTERS, 2011, 311 (01) : 85 - 95
  • [9] DNA methylome and transcriptome landscapes of cancer-associated fibroblasts reveal a smoking- associated malignancy index
    Su, Sheng-Fan
    Ho, Hao
    Li, Jia-Hua
    Wu, Ming-Fang
    Wang, Hsu-Chieh
    Yeh, Hsiang-Yuan
    Kuo, Shuenn-Wen
    Chen, Huei-Wen
    Ho, Chao-Chi
    Li, Ker-Chau
    JOURNAL OF CLINICAL INVESTIGATION, 2021, 131 (16):
  • [10] Cancer-Associated Fibroblasts Share Highly Conserved Phenotypes and Functions Across Tumor Types and Species
    Foster, Deshka S.
    Januszyk, Michael
    Yost, Kathryn E.
    Chinta, Malini
    Titan, Ashley L.
    Wapnir, Irene L.
    Gurtner, Geoffrey C.
    Chang, Howard Y.
    Norton, Jeffrey A.
    Longaker, Michael T.
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2021, 233 (05) : S243 - S244