Skip to main content
Erschienen in: Breast Cancer Research and Treatment 1/2016

01.02.2016 | Preclinical Study

Transcriptomic analyses identify association between mitotic kinases, PDZ-binding kinase and BUB1, and clinical outcome in breast cancer

verfasst von: Alberto Ocaña, Javier Pérez-Peña, Laura Díez-González, Verónica Sánchez-Corrales, Arnoud Templeton, Bostjan Seruga, Eitan Amir, Atanasio Pandiella

Erschienen in: Breast Cancer Research and Treatment | Ausgabe 1/2016

Einloggen, um Zugang zu erhalten

Abstract

Protein kinases are important components in oncogenic transformation of breast cancer. Evaluation of upregulated genes that codify for protein kinases could be used as biomarkers to predict clinical outcome. Gene expression and functional analyses using public datasets were performed to identify differential gene expression and functions in basal-like tumors compared with normal breast tissue. Overall survival (OS) associated with upregulated genes was explored using the KM Plotter online tool. The prognostic influence of these genes in luminal tumors and systemically untreated patients was also assessed. Of the 426 transcripts identified in basal-like tumors, 11 genes that coded for components of protein kinases were upregulated with more than a fourfold change. Regulation of cell cycle was an enriched function containing 10 of these 11 identified genes. Among them, expression of four genes, BUB1β, CDC28, NIMA, and PDZ binding kinase, were all associated with improved OS when using at least one probe in the basal-like subtype. Two genes, BUB1β and PDZ binding kinase, showed consistent association with improved OS irrespective of the gene probe used for the analysis. No association was observed for these genes with relapse-free survival. In contrast, both BUB1β and PDZ binding kinase showed worse OS in luminal tumors and in a cohort of systemically untreated patients. BUB1β and PDZ binding kinase are associated with improved OS in basal-like tumors and worse OS in luminal and untreated patients. The association with a better outcome in basal-like tumors could be due to a more favorable response to chemotherapy.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Le Du F, Eckhardt BL, Lim B, Litton JK, Moulder S, Meric-Bernstam F, Gonzalez-Angulo AM, Ueno NT (2015) Is the future of personalized therapy in triple-negative breast cancer based on molecular subtype? Oncotarget 6(15):12890–12908CrossRefPubMedPubMedCentral Le Du F, Eckhardt BL, Lim B, Litton JK, Moulder S, Meric-Bernstam F, Gonzalez-Angulo AM, Ueno NT (2015) Is the future of personalized therapy in triple-negative breast cancer based on molecular subtype? Oncotarget 6(15):12890–12908CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Montero JC, Esparis-Ogando A, Re-Louhau MF, Seoane S, Abad M, Calero R, Ocana A, Pandiella A (2014) Active kinase profiling, genetic and pharmacological data define mTOR as an important common target in triple-negative breast cancer. Oncogene 33(2):148–156. doi:10.1038/onc.2012.572 CrossRefPubMed Montero JC, Esparis-Ogando A, Re-Louhau MF, Seoane S, Abad M, Calero R, Ocana A, Pandiella A (2014) Active kinase profiling, genetic and pharmacological data define mTOR as an important common target in triple-negative breast cancer. Oncogene 33(2):148–156. doi:10.​1038/​onc.​2012.​572 CrossRefPubMed
7.
Zurück zum Zitat Ortiz-Ruiz MJ, Alvarez-Fernandez S, Parrott T, Zaknoen S, Burrows FJ, Ocana A, Pandiella A, Esparis-Ogando A (2014) Therapeutic potential of ERK5 targeting in triple negative breast cancer. Oncotarget 5(22):11308–11318CrossRefPubMedPubMedCentral Ortiz-Ruiz MJ, Alvarez-Fernandez S, Parrott T, Zaknoen S, Burrows FJ, Ocana A, Pandiella A, Esparis-Ogando A (2014) Therapeutic potential of ERK5 targeting in triple negative breast cancer. Oncotarget 5(22):11308–11318CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Al-Ejeh F, Simpson PT, Saunus JM, Klein K, Kalimutho M, Shi W, Miranda M, Kutasovic J, Raghavendra A, Madore J, Reid L, Krause L, Chenevix-Trench G, Lakhani SR, Khanna KK (2014) Meta-analysis of the global gene expression profile of triple-negative breast cancer identifies genes for the prognostication and treatment of aggressive breast cancer. Oncogenesis 3:e124. doi:10.1038/oncsis.2014.41 CrossRefPubMedPubMedCentral Al-Ejeh F, Simpson PT, Saunus JM, Klein K, Kalimutho M, Shi W, Miranda M, Kutasovic J, Raghavendra A, Madore J, Reid L, Krause L, Chenevix-Trench G, Lakhani SR, Khanna KK (2014) Meta-analysis of the global gene expression profile of triple-negative breast cancer identifies genes for the prognostication and treatment of aggressive breast cancer. Oncogenesis 3:e124. doi:10.​1038/​oncsis.​2014.​41 CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Cuenca-Lopez MD, Serrano-Heras G, Montero JC, Corrales-Sanchez V, Gomez-Juarez M, Gascon-Escribano MJ, Morales JC, Voisin V, Nunez LE, Moris F, Bader GD, Pandiella A, Ocana A (2015) Antitumor activity of the novel multi-kinase inhibitor EC-70124 in triple negative breast cancer. Oncotarget 6(29):27923CrossRefPubMedPubMedCentral Cuenca-Lopez MD, Serrano-Heras G, Montero JC, Corrales-Sanchez V, Gomez-Juarez M, Gascon-Escribano MJ, Morales JC, Voisin V, Nunez LE, Moris F, Bader GD, Pandiella A, Ocana A (2015) Antitumor activity of the novel multi-kinase inhibitor EC-70124 in triple negative breast cancer. Oncotarget 6(29):27923CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Maire V, Nemati F, Richardson M, Vincent-Salomon A, Tesson B, Rigaill G, Gravier E, Marty-Prouvost B, De Koning L, Lang G, Gentien D, Dumont A, Barillot E, Marangoni E, Decaudin D, Roman-Roman S, Pierre A, Cruzalegui F, Depil S, Tucker GC, Dubois T (2013) Polo-like kinase 1: a potential therapeutic option in combination with conventional chemotherapy for the management of patients with triple-negative breast cancer. Cancer Res 73(2):813–823. doi:10.1158/0008-5472.CAN-12-2633 CrossRefPubMed Maire V, Nemati F, Richardson M, Vincent-Salomon A, Tesson B, Rigaill G, Gravier E, Marty-Prouvost B, De Koning L, Lang G, Gentien D, Dumont A, Barillot E, Marangoni E, Decaudin D, Roman-Roman S, Pierre A, Cruzalegui F, Depil S, Tucker GC, Dubois T (2013) Polo-like kinase 1: a potential therapeutic option in combination with conventional chemotherapy for the management of patients with triple-negative breast cancer. Cancer Res 73(2):813–823. doi:10.​1158/​0008-5472.​CAN-12-2633 CrossRefPubMed
11.
Zurück zum Zitat Maire V, Baldeyron C, Richardson M, Tesson B, Vincent-Salomon A, Gravier E, Marty-Prouvost B, De Koning L, Rigaill G, Dumont A, Gentien D, Barillot E, Roman-Roman S, Depil S, Cruzalegui F, Pierre A, Tucker GC, Dubois T (2013) TTK/hMPS1 is an attractive therapeutic target for triple-negative breast cancer. PLoS One 8(5):e63712. doi:10.1371/journal.pone.0063712 CrossRefPubMedPubMedCentral Maire V, Baldeyron C, Richardson M, Tesson B, Vincent-Salomon A, Gravier E, Marty-Prouvost B, De Koning L, Rigaill G, Dumont A, Gentien D, Barillot E, Roman-Roman S, Depil S, Cruzalegui F, Pierre A, Tucker GC, Dubois T (2013) TTK/hMPS1 is an attractive therapeutic target for triple-negative breast cancer. PLoS One 8(5):e63712. doi:10.​1371/​journal.​pone.​0063712 CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Maia AR, de Man J, Boon U, Janssen A, Song JY, Omerzu M, Sterrenburg JG, Prinsen MB, Willemsen-Seegers N, de Roos JA, van Doornmalen AM, Uitdehaag JC, Kops GJ, Jonkers J, Buijsman RC, Zaman GJ, Medema RH (2015) Inhibition of the spindle assembly checkpoint kinase TTK enhances the efficacy of docetaxel in a triple-negative breast cancer model. Ann Oncol. doi:10.1093/annonc/mdv293 PubMed Maia AR, de Man J, Boon U, Janssen A, Song JY, Omerzu M, Sterrenburg JG, Prinsen MB, Willemsen-Seegers N, de Roos JA, van Doornmalen AM, Uitdehaag JC, Kops GJ, Jonkers J, Buijsman RC, Zaman GJ, Medema RH (2015) Inhibition of the spindle assembly checkpoint kinase TTK enhances the efficacy of docetaxel in a triple-negative breast cancer model. Ann Oncol. doi:10.​1093/​annonc/​mdv293 PubMed
13.
Zurück zum Zitat Chu Z, Lin H, Liang X, Huang R, Tang J, Bao Y, Jiang J, Zhan Q, Zhou X (2015) Association between axillary lymph node status and Ki67 labeling index in triple-negative medullary breast carcinoma. Jpn J Clin Oncol 45(7):637–641. doi:10.1093/jjco/hyv052 CrossRefPubMed Chu Z, Lin H, Liang X, Huang R, Tang J, Bao Y, Jiang J, Zhan Q, Zhou X (2015) Association between axillary lymph node status and Ki67 labeling index in triple-negative medullary breast carcinoma. Jpn J Clin Oncol 45(7):637–641. doi:10.​1093/​jjco/​hyv052 CrossRefPubMed
17.
Zurück zum Zitat Li W, Lan Z, Wu H, Wu S, Meadows J, Chen J, Zhu V, Dai W (1999) BUBR1 phosphorylation is regulated during mitotic checkpoint activation. Cell Growth Differ 10(11):769–775PubMed Li W, Lan Z, Wu H, Wu S, Meadows J, Chen J, Zhu V, Dai W (1999) BUBR1 phosphorylation is regulated during mitotic checkpoint activation. Cell Growth Differ 10(11):769–775PubMed
21.
Zurück zum Zitat Zhao S, Dai J, Zhao W, Xia F, Zhou Z, Wang W, Gu S, Ying K, Xie Y, Mao Y (2001) PDZ-binding kinase participates in spermatogenesis. Int J Biochem Cell Biol 33(6):631–636CrossRefPubMed Zhao S, Dai J, Zhao W, Xia F, Zhou Z, Wang W, Gu S, Ying K, Xie Y, Mao Y (2001) PDZ-binding kinase participates in spermatogenesis. Int J Biochem Cell Biol 33(6):631–636CrossRefPubMed
22.
Zurück zum Zitat Simons-Evelyn M, Bailey-Dell K, Toretsky JA, Ross DD, Fenton R, Kalvakolanu D, Rapoport AP (2001) PBK/TOPK is a novel mitotic kinase which is upregulated in Burkitt’s lymphoma and other highly proliferative malignant cells. Blood Cells Mol Dis 27(5):825–829. doi:10.1006/bcmd.2001.0452 CrossRefPubMed Simons-Evelyn M, Bailey-Dell K, Toretsky JA, Ross DD, Fenton R, Kalvakolanu D, Rapoport AP (2001) PBK/TOPK is a novel mitotic kinase which is upregulated in Burkitt’s lymphoma and other highly proliferative malignant cells. Blood Cells Mol Dis 27(5):825–829. doi:10.​1006/​bcmd.​2001.​0452 CrossRefPubMed
Metadaten
Titel
Transcriptomic analyses identify association between mitotic kinases, PDZ-binding kinase and BUB1, and clinical outcome in breast cancer
verfasst von
Alberto Ocaña
Javier Pérez-Peña
Laura Díez-González
Verónica Sánchez-Corrales
Arnoud Templeton
Bostjan Seruga
Eitan Amir
Atanasio Pandiella
Publikationsdatum
01.02.2016
Verlag
Springer US
Erschienen in
Breast Cancer Research and Treatment / Ausgabe 1/2016
Print ISSN: 0167-6806
Elektronische ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-016-3720-4

Weitere Artikel der Ausgabe 1/2016

Breast Cancer Research and Treatment 1/2016 Zur Ausgabe

Update Onkologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.