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CDH1 overexpression sensitizes TRAIL resistant breast cancer cells towards rhTRAIL induced apoptosis

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Abstract

Purpose

Tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL) is well known for its unique ability to induce apoptosis in cancer cells but not normal cells. However, a subpopulation of cancer cells exist that does not respond to toxic doses of TRAIL. In this study, we aimed to identify key factors regulating TRAIL resistance in breast cancer.

Methods

rhTRAIL (recombinant human TRAIL) resistant cells (TR) isolated from TRAIL sensitive MDA-MB-231 parental cells (TS) were confirmed using trypan blue assay, cell viability assay and AO/EtBr (acridine orange/ethidium bromide) staining. Microarray was performed followed by analysis using DAVID and Cytoscape bioinformatics software to identify the candidate hub gene. Gene expression of the candidate gene was confirmed using real-time PCR and western blot. Candidate gene was overexpressed via transient transfection to identify its significance in the context of rhTRAIL. Breast cancer patient data was obtained from The Cancer Genome Atlas (TCGA) database.

Results

Whole transcriptome analysis identified 4907 differentially expressed genes (DEGs) between TS and TR cells. CDH1 was identified as the candidate hub gene, with 18-degree centrality. We further observed CDH1 protein to be downregulated, overexpression of which increased apoptosis in TR cells after rhTRAIL treatment. TCGA patient data analysis also showed CDH1 mRNA to be low in TRAIL resistant patient group compared to TRAIL sensitive group.

Conclusion

CDH1 overexpression sensitizes TR cells towards rhTRAIL induced apoptosis. Therefore, we can hypothesize that CDH1 expression should be taken into account while performing TRAIL therapy in breast cancer.

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Availability of data and material

The microarray data that supports the findings of this study are available from the corresponding author, RP, upon reasonable request.

References

  1. MacFarlane M (2003) TRAIL-induced signalling and apoptosis. Toxicol Lett 139(2–3):89–97. https://doi.org/10.1016/s0378-4274(02)00422-8

    Article  CAS  PubMed  Google Scholar 

  2. Lawrence D, Shahrokh Z, Marsters S et al (2001) Differential hepatocyte toxicity of recombinant Apo2L/TRAIL versions. Nat Med 7(4):383–385. https://doi.org/10.1038/86397

    Article  CAS  PubMed  Google Scholar 

  3. Almasan A, Ashkenazi A (2003) Apo2L/TRAIL: apoptosis signaling, biology, and potential for cancer therapy. Cytokine Growth Factor Rev 14(3–4):337–348. https://doi.org/10.1016/s1359-6101(03)00029-7

    Article  CAS  PubMed  Google Scholar 

  4. Paul T, Banerjee A, Reddy SVB, Mahato SK, Biswas N (2019) Hydroxychavicol sensitizes imatinib-resistant chronic myelogenous leukemia cells to TRAIL-induced apoptosis by ROS-mediated IAP downregulation. Anticancer Drugs 30(2):167–178. https://doi.org/10.1097/CAD.0000000000000710

    Article  CAS  PubMed  Google Scholar 

  5. LeBlanc H, Lawrence D, Varfolomeev E et al (2002) Tumor-cell resistance to death receptor–induced apoptosis through mutational inactivation of the proapoptotic Bcl-2 homolog Bax. Nat Med 8(3):274–281. https://doi.org/10.1038/nm0302-274

    Article  CAS  PubMed  Google Scholar 

  6. Spencer SL, Gaudet S, Albeck JG, Burke JM, Sorger PK (2009) Non-genetic origins of cell-to-cell variability in TRAIL-induced apoptosis. Nature 459(7245):428–432. https://doi.org/10.1038/nature08012

    Article  CAS  PubMed  Google Scholar 

  7. Zhang Y, Zhang B (2008) TRAIL resistance of breast cancer cells is associated with constitutive endocytosis of death receptors 4 and 5. Mol Cancer Res 6(12):1861–1871. https://doi.org/10.1158/1541-7786.MCR-08-0313

    Article  CAS  PubMed  Google Scholar 

  8. Lee TJ, Lee JT, Park JW, Kwon TK (2006) Acquired TRAIL resistance in human breast cancer cells are caused by the sustained cFLIP(L) and XIAP protein levels and ERK activation. Biochem Biophys Res Commun 351(4):1024–1030. https://doi.org/10.1016/j.bbrc.2006.10.163

    Article  CAS  PubMed  Google Scholar 

  9. Yoshida T, Zhang Y, Rivera Rosado LA, Zhang B (2009) Repeated treatment with subtoxic doses of TRAIL induces resistance to apoptosis through its death receptors in MDA-MB-231 breast cancer cells. Mol Cancer Res 7(11):1835–1844. https://doi.org/10.1158/1541-7786.MCR-09-0244

    Article  CAS  PubMed  Google Scholar 

  10. Snajdauf M, Havlova K, Vachtenheim J Jr et al (2021) The TRAIL in the treatment of human cancer: an update on clinical trials. Front Mol Biosci 8:628332. https://doi.org/10.3389/fmolb.2021.628332

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Zhong HH, Wang HY, Li J, Huang YZ (2019) TRAIL-based gene delivery and therapeutic strategies. Acta Pharmacol Sin 40(11):1373–1385. https://doi.org/10.1038/s41401-019-0287-8

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Montinaro A, Walczak H (2023) Harnessing TRAIL-induced cell death for cancer therapy: a long walk with thrilling discoveries. Cell Death Differ 30(2):237–249. https://doi.org/10.1038/s41418-022-01059-z

    Article  CAS  PubMed  Google Scholar 

  13. Twomey JD, Kim SR, Zhao L, Bozza WP, Zhang B (2015) Spatial dynamics of TRAIL death receptors in cancer cells. Drug Resist Updates 19:13–21. https://doi.org/10.1016/j.drup.2015.02.001

    Article  Google Scholar 

  14. Bin L, Thorburn J, Thomas LR, Clark PE, Humphreys R, Thorburn A (2007) Tumor-derived mutations in the TRAIL receptor DR5 inhibit TRAIL signaling through the DR4 receptor by competing for ligand binding. J Biol Chem 282(38):28189–28194. https://doi.org/10.1074/jbc.M704210200

    Article  CAS  PubMed  Google Scholar 

  15. Korsmeyer SJ (1992) Bcl-2 initiates a new category of oncogenes: regulators of cell death. Blood 80(4):879–886

    Article  CAS  PubMed  Google Scholar 

  16. Youle RJ, Strasser A (2008) The BCL-2 protein family: opposing activities that mediate cell death. Nat Rev Mol Cell Biol 9(1):47–59. https://doi.org/10.1038/nrm2308

    Article  CAS  PubMed  Google Scholar 

  17. Verhagen AM, Ekert PG, Pakusch M et al (2000) Identification of DIABLO, a mammalian protein that promotes apoptosis by binding to and antagonizing IAP proteins. Cell 102(1):43–53. https://doi.org/10.1016/s0092-8674(00)00009-x

    Article  CAS  PubMed  Google Scholar 

  18. Aggarwal BB, Bhardwaj U, Takada Y (2004) Regulation of TRAIL-induced apoptosis by ectopic expression of antiapoptotic factors. Vitam Horm 67:453–483. https://doi.org/10.1016/S0083-6729(04)67023-3

    Article  CAS  PubMed  Google Scholar 

  19. Duiker EW, Mom CH, de Jong S et al (2006) The clinical trail of TRAIL. Eur J Cancer 42(14):2233–2240. https://doi.org/10.1016/j.ejca.2006.03.018

    Article  CAS  PubMed  Google Scholar 

  20. Peyre L, Meyer M, Hofman P, Roux J (2021) TRAIL receptor-induced features of epithelial-to-mesenchymal transition increase tumour phenotypic heterogeneity: potential cell survival mechanisms. Br J Cancer 124(1):91–101. https://doi.org/10.1038/s41416-020-01177-w

    Article  CAS  PubMed  Google Scholar 

  21. Ouyang W, Yang C, Zhang S et al (2013) Absence of death receptor translocation into lipid rafts in acquired TRAIL-resistant NSCLC cells. Int J Oncol 42(2):699–711. https://doi.org/10.3892/ijo.2012.1748

    Article  CAS  PubMed  Google Scholar 

  22. Lu M, Marsters S, Ye X, Luis E, Gonzalez L, Ashkenazi A (2014) E-cadherin couples death receptors to the cytoskeleton to regulate apoptosis. Mol Cell 54(6):987–998. https://doi.org/10.1016/j.molcel.2014.04.029

    Article  CAS  PubMed  Google Scholar 

  23. Fritsche H, Heilmann T, Tower RJ et al (2015) TRAIL-R2 promotes skeletal metastasis in a breast cancer xenograft mouse model. Oncotarget 6(11):9502–9516. https://doi.org/10.18632/oncotarget.3321

    Article  PubMed  PubMed Central  Google Scholar 

  24. Liu C, Qi M, Li L, Yuan Y, Wu X, Fu J (2020) Natural cordycepin induces apoptosis and suppresses metastasis in breast cancer cells by inhibiting the Hedgehog pathway. Food Funct 11(3):2107–2116. https://doi.org/10.1039/c9fo02879j

    Article  CAS  PubMed  Google Scholar 

  25. Kim SH, Kim K, Kwagh JG et al (2004) Death induction by recombinant native TRAIL and its prevention by a caspase 9 inhibitor in primary human esophageal epithelial cells. J Biol Chem 279(38):40044–40052. https://doi.org/10.1074/jbc.M404541200

    Article  CAS  PubMed  Google Scholar 

  26. Szklarczyk D, Morris JH, Cook H et al (2017) The STRING database in 2017: quality-controlled protein-protein association networks, made broadly accessible. Nucleic Acids Res 45(D1):D362–D368. https://doi.org/10.1093/nar/gkw937

    Article  CAS  PubMed  Google Scholar 

  27. Tsai CJ, Ma B, Nussinov R (2009) Protein-protein interaction networks: how can a hub protein bind so many different partners? Trends Biochem Sci 34(12):594–600. https://doi.org/10.1016/j.tibs.2009.07.007

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Liu K, Fu Q, Liu Y, Wang C (2019) An integrative bioinformatics analysis of microarray data for identifying hub genes as diagnostic biomarkers of preeclampsia. Biosci Rep. https://doi.org/10.1042/BSR20190187

  29. Tomczak K, Czerwinska P, Wiznerowicz M (2015) The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge. Contemp Oncol 19(1A):A68-77. https://doi.org/10.5114/wo.2014.47136

    Article  Google Scholar 

  30. Gao J, Aksoy BA, Dogrusoz U et al (2013) Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci Signal. 6(269):pl1. https://doi.org/10.1126/scisignal.2004088

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Cerami E, Gao J, Dogrusoz U et al (2012) The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov 2(5):401–404. https://doi.org/10.1158/2159-8290.CD-12-0095

    Article  PubMed  Google Scholar 

  32. Shan W, Jiang Y, Yu H et al (2017) HDAC2 overexpression correlates with aggressive clinicopathological features and DNA-damage response pathway of breast cancer. Am J Cancer Res 7(5):1213–1226

    CAS  PubMed  PubMed Central  Google Scholar 

  33. Kim SY, Kawaguchi T, Yan L, Young J, Qi Q, Takabe K (2017) Clinical relevance of microRNA expressions in breast cancer validated using the Cancer Genome Atlas (TCGA). Ann Surg Oncol 24(10):2943–2949. https://doi.org/10.1245/s10434-017-5984-2

    Article  PubMed  PubMed Central  Google Scholar 

  34. Oldham S, Fulcher B, Parkes L, Arnatkevic Iute A, Suo C, Fornito A (2019) Consistency and differences between centrality measures across distinct classes of networks. PLoS ONE 14(7):e0220061. https://doi.org/10.1371/journal.pone.0220061

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Paik S, Shak S, Tang G et al (2004) A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med 351(27):2817–2826. https://doi.org/10.1056/NEJMoa041588

    Article  CAS  PubMed  Google Scholar 

  36. Pal R, Srivastava N, Chopra R et al (2010) Investigation of DNA damage response and apoptotic gene methylation pattern in sporadic breast tumors using high throughput quantitative DNA methylation analysis technology. Mol Cancer 9:303. https://doi.org/10.1186/1476-4598-9-303

    Article  CAS  PubMed  Google Scholar 

  37. Pal R, Gochhait S, Chattopadhyay S et al (2011) Functional implication of TRAIL -716 C/T promoter polymorphism on its in vitro and in vivo expression and the susceptibility to sporadic breast tumor. Breast Cancer Res Treat 126(2):333–343. https://doi.org/10.1007/s10549-010-0900-5

    Article  PubMed  Google Scholar 

  38. Stuckey DW, Shah K (2013) TRAIL on trial: preclinical advances in cancer therapy. Trends Mol Med 19(11):685–694. https://doi.org/10.1016/j.molmed.2013.08.007

    Article  CAS  PubMed  Google Scholar 

  39. Zhang L, Fang B (2005) Mechanisms of resistance to TRAIL-induced apoptosis in cancer. Cancer Gene Ther 12(3):228–237. https://doi.org/10.1038/sj.cgt.7700792

    Article  CAS  PubMed  Google Scholar 

  40. Rahman M, Davis SR, Pumphrey JG et al (2009) TRAIL induces apoptosis in triple-negative breast cancer cells with a mesenchymal phenotype. Breast Cancer Res Treat 113(2):217–230. https://doi.org/10.1007/s10549-008-9924-5

    Article  PubMed  Google Scholar 

  41. Ralff MD, Kline CLB, Kucukkase OC et al (2017) ONC201 demonstrates antitumor effects in both triple-negative and non-triple-negative breast cancers through TRAIL-dependent and TRAIL-independent mechanisms. Mol Cancer Ther 16(7):1290–1298. https://doi.org/10.1158/1535-7163.MCT-17-0121

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Greer YE, Gilbert SF, Gril B et al (2019) MEDI3039, a novel highly potent tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL) receptor 2 agonist, causes regression of orthotopic tumors and inhibits outgrowth of metastatic triple-negative breast cancer. Breast Cancer Res 21(1):27. https://doi.org/10.1186/s13058-019-1116-1

    Article  PubMed  PubMed Central  Google Scholar 

  43. Shen Y, Schmidt BUS, Kubitschke H et al (2020) Detecting heterogeneity in and between breast cancer cell lines. Cancer Converg 4(1):1. https://doi.org/10.1186/s41236-020-0010-1

    Article  PubMed  PubMed Central  Google Scholar 

  44. Norton KA, Popel AS, Pandey NB (2015) Heterogeneity of chemokine cell-surface receptor expression in triple-negative breast cancer. Am J Cancer Res 5(4):1295–1307

    PubMed  PubMed Central  Google Scholar 

  45. Song MS, Carracedo A, Salmena L et al (2011) Nuclear PTEN regulates the APC-CDH1 tumor-suppressive complex in a phosphatase-independent manner. Cell 144(2):187–199. https://doi.org/10.1016/j.cell.2010.12.020

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Sarrio D, Moreno-Bueno G, Hardisson D et al (2003) Epigenetic and genetic alterations of APC and CDH1 genes in lobular breast cancer: relationships with abnormal E-cadherin and catenin expression and microsatellite instability. Int J Cancer 106(2):208–215. https://doi.org/10.1002/ijc.11197

    Article  CAS  PubMed  Google Scholar 

  47. Christgen M, Bartels S, van Luttikhuizen JL et al (2020) E-cadherin to P-cadherin switching in lobular breast cancer with tubular elements. Mod Pathol. https://doi.org/10.1038/s41379-020-0591-3

    Article  PubMed  PubMed Central  Google Scholar 

  48. Berx G, Becker KF, Hofler H, van Roy F (1998) Mutations of the human E-cadherin (CDH1) gene. Hum Mutat 12(4):226–237. https://doi.org/10.1002/(SICI)1098-1004(1998)12:4%3c226::AID-HUMU2%3e3.0.CO;2-D

    Article  CAS  PubMed  Google Scholar 

  49. Porter AG, Janicke RU (1999) Emerging roles of caspase-3 in apoptosis. Cell Death Differ 6(2):99–104. https://doi.org/10.1038/sj.cdd.4400476

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

This work was supported by the Department of Science and Technology - Science and Engineering Research Board (DST-SERB) under grant number EMR/2014/001009 to Dr. Ranjana Pal and Dr. Nabendu Biswas. P.T., A.P. and N.G. were supported by fellowship from Department of Science and Technology - Innovation in Science Pursuit for Inspired Research (DST-INSPIRE), Department of Science and Technology - Science and Engineering Research Board (DST-SERB) and Council of Scientific & Industrial Research - National Eligibility Test (CSIR-NET) fellowship, respectively. Infrastructure support was made possible with funds from the Presidency University, Department of Biotechnology - Boost to University Interdisciplinary Life Science Departments for Education and Research programme (DBT-BUILDER) and Department of Science and Technology - Fund for Improvement of S&T Infrastructure (DST-FIST)

Funding

This work was supported by the Department of Science and Technology - Science and Engineering Research Board (DST-SERB) under grant number EMR/2014/001009 to Dr. Ranjana Pal and Dr. Nabendu Biswas. P.T., A.P. and N.G. were supported by fellowship from Department of Science and Technology - Innovation in Science Pursuit for Inspired Research (DST-INSPIRE), Department of Science and Technology - Science and Engineering Research Board (DST-SERB) and Council of Scientific & Industrial Research - National Eligibility Test (CSIR-NET) fellowship, respectively. Infrastructure support was made possible with funds from the Presidency University, Department of Biotechnology - Boost to University Interdisciplinary Life Science Departments for Education and Research programme (DBT-BUILDER) and Department of Science and Technology - Fund for Improvement of S&T Infrastructure (DST-FIST).

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Conceived and designed the experiments: RP, NB. Performed the experiments: PT AP NG TP. Analyzed the data: PT RP NB. Analyzed TCGA data: PT RP BK. Wrote the paper: PT RP.

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Correspondence to Ranjana Pal.

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Tapadar, P., Pal, A., Ghosal, N. et al. CDH1 overexpression sensitizes TRAIL resistant breast cancer cells towards rhTRAIL induced apoptosis. Mol Biol Rep 50, 7283–7294 (2023). https://doi.org/10.1007/s11033-023-08657-1

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