Abstract
Purpose
Obesity is as an important risk factor and has been associated with a worse prognosis in at least 13 distinct tumor types. This is partially due to intercellular communication between tumor cells and adipose tissue-derived stem cells (ADSCs), which are increased in obese individuals. As yet, however, little is known about the molecular changes occurring in ADSCs in these conditions. Cervical cancer has a high incidence and mortality rate in women from developing countries, particularly in those with a high body mass index (BMI).
Methods
We analyzed the expression profile of ADSCs co-cultured with cervical cancer cells through massive RNA sequencing followed by evaluation of various functional alterations resulting from the modified transcriptome.
Results
A total of 761 coding and non-coding dysregulated RNAs were identified in ADSCs after co-culture with HeLa cells (validation in CaSki and SiHA cells). Subsequent network analysis showed that these changes were correlated with migration, stemness, DNA repair and cytokine production. Functional experiments revealed a larger ALDHhigh subpopulation and a higher migrative capacity of ADSCs after co-culture with HeLa cells. Interestingly, CXCL3 and its intragenic long-noncoding RNA, lnc-CXCL3, were found to be co-regulated during co-culture. A loss-of-function assay revealed that lnc-CXCL3 acts as a key regulator of CXCL3 expression.
Conclusions
Our results suggest that intercellular communication between ADSCs and cervical cancer cells modifies the RNA expression profile in the former, including that of lncRNAs, which in turn can regulate the expression of diverse chemokines that favor malignancy-associated capacities such as migration.
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Data availability
The data obtained from the sequencing were deposited: SRA data: PRJNA780960.
References
https://www.who.int/es/news-room/fact-sheets/detail/obesity-and-overweight [Internet] Accessed 9 jun 2021
E.E. Calle, R. Kaaks, Overweight, obesity and cancer: Epidemiological evidence and proposed mechanisms. Nat Rev Cancer 4, 579–591 (2004)
M. Arnold, N. Pandeya, G. Byrnes, P.A.G. Renehan, G.A. Stevens, P.M. Ezzati, J. Ferlay, J.J. Miranda, I. Romieu, R. Dikshit, D. Forman, I. Soerjomataram, Global burden of cancer attributable to high body-mass index in 2012: A population-based study. Lancet Oncol 16, 36–46 (2015)
https://gco.iarc.fr/causes/obesity/tools-pie. https://gco.iarc.fr/causes/obesity/tools-pie [Internet] Accessed 9 jun 2021
B. Lauby-Secretan, C. Scoccianti, D. Loomis, Y. Grosse, F. Bianchini, K. Straif, Body fatness and Cancer--viewpoint of the IARC working group. N Engl J Med 375, 794–798 (2016)
R.C.M. van Kruijsdijk, E. van der Wall, F.L.J. Visseren, Obesity and cancer: The role of dysfunctional adipose tissue. Cancer Epidemiol Biomark Prev 18, 2569–2578 (2009)
S.D. Hursting, N.P. Nunez, L. Varticovski, C. Vinson, The obesity-cancer link: Lessons learned from a fatless mouse. Cancer Res 67, 2391–2393 (2007)
M.J. Khandekar, P. Cohen, B.M. Spiegelman, Molecular mechanisms of cancer development in obesity. Nat Rev Cancer 11, 886–895 (2011)
J. Park, T.S. Morley, M. Kim, D.J. Clegg, P.E. Scherer, Obesity and cancer-mechanisms underlying tumour progression and recurrence. Nat Rev Endocrinol 10, 455–465 (2014)
B.A. Bunnell, M. Flaat, C. Gagliardi, B. Patel, C. Ripoll, Adipose-derived stem cells: Isolation, expansion and differentiation. Methods 45, 115–120 (2008)
G. Lazennec, P.Y.P. Lam, Recent discoveries concerning the tumor - mesenchymal stem cell interactions. Biochim Biophys Acta 1866, 290–299 (2016)
C. Senst, T. Nazari-Shafti, S. Kruger, K.H.Z. Bentrup, C.L. Dupin, A.E. Chaffin, S.K. Srivastav, P.M. Worner, A.B. Abdel-Mageed, E.U. Alt, R. Izadpanah, Prospective dual role of mesenchymal stem cells in breast tumor microenvironment. Breast Cancer Res Treat 137, 69–79 (2013)
Y. Zhang, A. Daquinag, D.O. Traktuev, F. Amaya-Manzanares, P.J. Simmons, K.L. March, R. Pasqualini, W. Arap, M.G. Kolonin, White adipose tissue cells are recruited by experimental tumors and promote cancer progression in mouse models. Cancer Res 69, 5259–5266 (2009)
Y. Zhang, C.F. Bellows, M.G. Kolonin, Adipose tissue-derived progenitor cells and cancer. World J Stem Cells 2, 103–113 (2010)
B.-C. Zhao, B. Zhao, J.-G. Han, H.-C. Ma, Z.-J. Wang, Adipose-derived stem cells promote gastric cancer cell growth, migration and invasion through SDF-1/CXCR4 axis. Hepatogastroenterology 57, 1382–1389 (2010)
G. Lin, R. Yang, L. Banie, G. Wang, H. Ning, L.-C. Li, T.F. Lue, C.-S. Lin, Effects of transplantation of adipose tissue-derived stem cells on prostate tumor. Prostate 70, 1066–1073 (2010)
The global cancer observatory https://gco.iarc.fr/today/data/factsheets/populations/484-mexico-fact-sheets.pdf [Internet] Accessed 9 jun 2021
P. A. Zuk, M. Zhu, H. Mizuno, J. Huang, J. W. Futrell, A. J. Katz, P. Benhaim, H. P. Lorenz, M.H, Hedrick, Multilineage cells from human adipose tissue: implications for cell-based therapies. Tissue Eng 7, 211–228 (2001)
C.C. Liang, A.Y. Park, J.L. Guan, In vitro scratch assay: A convenient and inexpensive method for analysis of cell migration in vitro. Nat Protoc 2, 329–333 (2007)
P.-J. Volders, J. Anckaert, K. Verheggen, J. Nuytens, L. Martens, P. Mestdagh, J. Vandesompele, LNCipedia 5: Towards a reference set of human long non-coding RNAs. Nucleic Acids Res 47, D135–D139 (2019)
M. Dominici, K. Le Blanc, I. Mueller, I. Slaper-Cortenbach, F.C. Marini, D.S. Krause, R.J. Deans, A. Keating, D.J. Prockop, E.M. Horwitz, Minimal criteria for defining multipotent mesenchymal stromal cells. The International Society for Cellular Therapy position statement Cytotherapy 8, 315–317 (2006)
D. Hanahan, L.M. Coussens, Accessories to the crime: Functions of cells recruited to the tumor microenvironment. Cancer Cell 21, 309–322 (2012)
H. Itoh, S. Nishikawa, T. Haraguchi, Y. Arikawa, S. Eto, M. Hiyama, T. Iseri, Y. Itoh, M. Nakaichi, Y. Sakai, K. Tani, Y. Taura, K. Itamoto, Aldehyde dehydrogenase activity helps identify a subpopulation of murine adipose-derived stem cells with enhanced adipogenic and osteogenic differentiation potential. World J Stem Cells 9, 179–186 (2017)
V. Tirino, V. Desiderio, F. Paino, A. De Rosa, F. Papaccio, M. La Noce, L. Laino, F. De Francesco, G. Papaccio, Cancer stem cells in solid tumors: An overview and new approaches for their isolation and characterization. FASEB J 27, 13–24 (2013)
L. Mele, D. Liccardo, V. Tirino, Evaluation and isolation of cancer stem cells using ALDH activity assay. Methods Mol Biol 1692, 43–48 (2018)
C. Tang, B. Li, G. Kang, C. Gao, Z. Li, Zhang, GEPIA: A web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res 45, W98–W102 (2017)
S. P. Poulos, M. V Dodson, G. J. Hausman, Cell line models for differentiation: Preadipocytes and adipocytes. Exp Biol Med (Maywood) 235, 1185–1193 (2010)
L. Zhou, D. Sheng, D. Wang, W. Ma, Q. Deng, L. Deng, S. Liu, Identification of cancer-type specific expression patterns for active aldehyde dehydrogenase (ALDH) isoforms in ALDEFLUOR assay. Cell Biol Toxicol 35, 161–177 (2019)
S. Puttini, I. Plaisance, L. Barile, E. Cervio, G. Milano, P. Marcato, T. Pedrazzini, G. Vassalli, ALDH1A3 is the key isoform that contributes to aldehyde dehydrogenase activity and affects in vitro proliferation in cardiac atrial appendage progenitor cells. Front Cardiovasc Med 5, 1–15 (2018)
Q. He, C. Wan, G. Li, Concise review: Multipotent mesenchymal stromal cells in blood. Stem Cells 25, 69–77 (2007)
E. Koellensperger, F. Gramley, F. Preisner, U. Leimer, G. Germann, V. Dexheimer, Alterations of gene expression and protein synthesis in co-cultured adipose tissue-derived stem cells and squamous cell-carcinoma cells: Consequences for clinical applications. Stem Cell Res Ther 5, 65 (2014)
M.L. Liu, S.C. Guo, J.K. Stiles, The emerging role of CXCL10 in cancer (review). Oncol Lett 2, 583–589 (2011)
E. Sato, J. Fujimoto, T. Tamaya, Expression of interferon-gamma-inducible protein 10 related to angiogenesis in uterine endometrial cancers. Oncology 73, 246–251 (2007)
H.-T. Chen, M.-J. Lee, C.-H. Chen, S.-C. Chuang, L.-F. Chang, M.-L. Ho, S.-H. Hung, Y.-C. Fu, Y.-H. Wang, H.-I. Wang, G.-J. Wang, L. Kang, J.-K, Proliferation and differentiation potential of human adipose-derived mesenchymal stem cells isolated from elderly patients with osteoporotic fractures. J Cell Mol Med 16, 582–593 (2012)
D. Legzdina, A. Romanauska, S. Nikulshin, T. Kozloyska, U. Berzins, Characterization of senescence of culture-expanded human adipose-derived mesenchymal stem cells. Int J Stem Cells 9, 124–136 (2016)
S. Liu, C. Ginestier, S.J. Ou, S.G. Clouthier, S.H. Patel, F. Monville, Breast cancer stem cells are regulated by mesenchymal stem cells through cytokine networks. Cancer Res 71, 614–624 (2011)
H.J. Wei, R. Zeng, J.H. Lu, W.F.T. Lai, W.H. Chen, H.Y. Liu, Y.T. Chang, W.P. Deng, Adipose-derived stem cells promote tumor initiation and accelerate tumor growth by interleukin-6 production. Oncotarget 6, 7713–7726 (2015)
P. Escobar, C. Bouclier, J. Serret, I. Bieche, M. Brigitte, A. Caicedo, E. Sanchez, S. Vacher, M.L. Vignais, P. Bourin, D. Genevieve, F. Molina, C. Jorgensen, G. Lazennec, IL-1β produced by aggressive breast cancer cells is one of the factors that dictate their interactions with mesenchymal stem cells through chemokine production. Oncotarget 6, 29034–29047 (2015)
M. Al-toub, A. Almusa, M. Almajed, M. Al-Nbaheen, M. Kassem, A. Aldahmash, N.M. Alajez, Pleiotropic effects of cancer cells’ secreted factors on human stromal (mesenchymal) stem cells. Stem Cell Res Ther 4, 114 (2013)
Y. Inagaki, T. Oda, T. Kurokawa, R. Miyamoto, Y. Kida, N. Ohkohchi, Abstract 171: Adipose-derived mesenchymal stem cell (ADSC) has the differentiation capacity toward cancer associated fibroblast (CAF) and reproduce the morphology of the clinical tumor stroma. In 105th Annual Meeting of the American Association for Cancer Research. Cancer Res 74, 171 (2014)
M. Deng, Y.P. Gu, Z.J. Liu, Y. Qi, G.E. Ma, N. Kang, Endothelial differentiation of human adipose-derived stem cells on polyglycolic acid/polylactic acid mesh. Stem Cells Int 2015, 350718 (2015)
K. M. Nieman, H. A. Kenny, C. V Penicka, A. Ladanyi, R. Buell-Gutbrod, M. R. Zillhardt, I. L. Romero, M. S. Carey, G. B. Mills, G. S. Hotamisligil, S. D. Yamada, M. E. Peter, K. Gwin, E. Lengyel, Adipocytes promote ovarian cancer metastasis and provide energy for rapid tumor growth. Nat Med 17, 1498–1503 (2011)
B.T. Estes, A.W. Wu, R.W. Storms, F. Guilak, Extended passaging, but not aldehyde dehydrogenase activity, increases the chondrogenic potential of human adipose-derived adult stem cells. J Cell Physiol 209, 987–995 (2006)
H.-J. Li, F. Reinhardt, H.R. Herschman, R.A. Weinberg, Cancer-stimulated mesenchymal stem cells create a carcinoma stem cell niche via prostaglandin E2 signaling. Cancer Discov 2, 840–855 (2012)
M. Najar, E. Crompot, L.A. van Grunsven, L. Dolle, L. Lagneaux, Aldehyde dehydrogenase activity in adipose tissue: Isolation and gene expression profile of distinct sub-population of mesenchymal stromal cells. Stem Cell Rev Reports 14, 599–611 (2018)
M. Gasparetto, S. Sekulovic, C. Brocker, P. Tang, A. Zakaryan, P. Xiang, F. Kuchenbauer, M. Wen, K. Kasaian, M.F. Witty, P. Rosten, Y. Chen, S. Imren, G. Duester, D.C. Thompson, R.K. Humphries, V. Vasiliou, C. Smith, Aldehyde dehydrogenases are regulators of hematopoietic stem cell numbers and B-cell development. Exp Hematol 40, 318–329 (2012)
M. Petruzzelli, M. Schweiger, R. Schreiber, R. Campos-Olivas, M. Tsoli, J. Allen, M. Swarbrick, S. Rose-John, M. Rincon, G. Robertson, R. Zechner, E.F. Wagner, A switch from white to brown fat increases energy expenditure in cancer-associated cachexia. Cell Metab 20, 433–447 (2014)
S. Kir, J.P. White, S. Kleiner, L. Kazak, P. Cohen, V.E. Baracos, B.M. Spiegelman, Tumour-derived PTH-related protein triggers adipose tissue browning and cancer cachexia. Nature 513, 100–104 (2014)
A.S. Antonopoulos, D. Tousoulis, The molecular mechanisms of obesity paradox. Cardiovasc Res 113, 1074–1086 (2017)
W.Q. Hu, J.R. Alvarez-Dominguez, H.F. Lodish, Regulation of mammalian cell differentiation by long non-coding RNAs. EMBO Rep 13, 971–983 (2012)
Acknowledgements
This work was part of the PhD thesis of Marcela Angelica De la Fuente Hernandez (CVU: 441075) from the Programa de Doctorado en Ciencias Biológicas, Universidad Nacional Autónoma de México (UNAM). The work was supported by a Consejo Nacional de Ciencia y Tecnologia (CONACyT) fellowship (Registry number 270150). We thank Dr. Alfredo Mendoza for his help in transcriptome sequencing (Unit of Sequencing Genomics, Instituto Nacional de Medicina Genomica, Mexico City), M.C. Linda Nelly Patiño for her help in the cytometry experiments (Unit of Citometry, Instituto Nacional de Medicina Genómica, Mexico City), M.C. Miguel Angel Sarabia Sanchez for his help in the cytometry experiments in the Laboratorio Nacional de Citometría de Flujo (LabNalCit), Mexico City and Dr. Daniel Díaz for his kind assistance in proofreading this manuscript.
Funding
Marcela Angelica De la Fuente Hernandez is a doctoral student from Programa de Doctorado en Ciencias Biologicas, Universidad Nacional Autonoma de México (UNAM) and received a fellowship 270150 from CONACyT. This work was supported by grant A1-S-33543 CONACyT to Vilma Maldonado.
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Contributions
MDH: substantial contributions to the conception and design of the study; substantial contributions to data acquisition and analysis and drafting the article. EAM: established the primary culture. EFO: contributed to the selection and enrollment of patients for obtaining visceral adipose tissue. ARG: contributed to the selection and enrollment of patients for obtaining visceral adipose tissue. LAP: contributed to the revision of the manuscript. KVS: contributed to the GSEA analysis of the RNAseq data. JMZ: made substantial contributions to the analysis and interpretation of sequencing data. VFO: contributed to the revision of the manuscript. RMAG: Contributed to the revision of the manuscript. VML: made substantial contributions to the conception and design of the study, coordinated the work, analyzed the data and contributed to the manuscript draft.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards and consent to participate.
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Morbidly obese women undergoing gastric bypass donor visceral adipose tissue.
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De la Fuente-Hernandez, M.A., Alanis-Manriquez, E.C., Ferat-Osorio, E. et al. Molecular changes in adipocyte-derived stem cells during their interplay with cervical cancer cells. Cell Oncol. 45, 85–101 (2022). https://doi.org/10.1007/s13402-021-00653-6
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DOI: https://doi.org/10.1007/s13402-021-00653-6
Keywords
- Cervical cancer
- Obesity
- ADSC
- HeLa
- Transcriptome
- lncRNA
- Intercellular communication