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Erschienen in: Tumor Biology 11/2016

14.09.2016 | Original Article

Transcriptome sequencing of HER2-positive breast cancer stem cells identifies potential prognostic marker

verfasst von: Bo Lei, Xian-yu Zhang, Jia-peng Zhou, Guan-nan Mu, Yi-wen Li, You-xue Zhang, Da Pang

Erschienen in: Tumor Biology | Ausgabe 11/2016

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Abstract

In cancer stem cell theory, breast cancer stem cells (BCSCs) are postulated to be the root cause of recurrence and metastasis in breast cancer. Discovery of new biomarkers and development of BCSC-targeted therapy are practical issues that urgently need to be addressed in the clinic. However, few breast cancer stem cell targets are known. Given that there are few BCSCs, performing transcriptome sequencing on them thus far has not been possible. With the emergence of single-cell sequencing technology, we have now undertaken such a study. We prepared single-cell suspensions, which were sorted using flow cytometry from breast tumor tissue and adjacent normal breast tissue from two HER2-positive patients. We obtained BCSCs, breast cancer cells, mammary cells, and CD44+ mammary cells. Transcriptome sequencing was then performed on these four cell types. Using bioinformatics, we identified 404 differentially expressed BCSC genes from the HER2-positive tumors and preliminary explored transcriptome characteristics of BCSCs. Finally, by querying a public database, we found that CA12 was a novel prognostic biomarker in HER2-positive breast cancer, which also had prognostic value in all breast cancer types. In conclusion, our results suggest that CA12 may be associated with BCSCs, especially HER2-positive BCSCs, and is a potential novel therapeutic target and biomarker.
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Literatur
1.
Zurück zum Zitat Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015;65:87–108.CrossRefPubMed Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015;65:87–108.CrossRefPubMed
2.
Zurück zum Zitat Ajani JA, Song S, Hochster HS, Steinberg IB. Cancer stem cells: the promise and the potential. Semin Oncol. 2015;42 Suppl 1:S3–17.CrossRefPubMed Ajani JA, Song S, Hochster HS, Steinberg IB. Cancer stem cells: the promise and the potential. Semin Oncol. 2015;42 Suppl 1:S3–17.CrossRefPubMed
3.
Zurück zum Zitat Iqbal J, Chong PY, Tan PH. Breast cancer stem cells: an update. J Clin Pathol. 2013;66:485–90.CrossRefPubMed Iqbal J, Chong PY, Tan PH. Breast cancer stem cells: an update. J Clin Pathol. 2013;66:485–90.CrossRefPubMed
4.
Zurück zum Zitat Krishnan P, Ghosh S, Wang B, Li D, Narasimhan A, Berendt R, et al. Next generation sequencing profiling identifies miR-574-3p and miR-660-5p as potential novel prognostic markers for breast cancer. BMC Genomics. 2015;16:735.CrossRefPubMedPubMedCentral Krishnan P, Ghosh S, Wang B, Li D, Narasimhan A, Berendt R, et al. Next generation sequencing profiling identifies miR-574-3p and miR-660-5p as potential novel prognostic markers for breast cancer. BMC Genomics. 2015;16:735.CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Sachlos E, Risueno RM, Laronde S, Shapovalova Z, Lee JH, Russell J, et al. Identification of drugs including a dopamine receptor antagonist that selectively target cancer stem cells. Cell. 2012;149:1284–97.CrossRefPubMed Sachlos E, Risueno RM, Laronde S, Shapovalova Z, Lee JH, Russell J, et al. Identification of drugs including a dopamine receptor antagonist that selectively target cancer stem cells. Cell. 2012;149:1284–97.CrossRefPubMed
6.
Zurück zum Zitat Al-Hajj M, Wicha MS, Benito-Hernandez A, Morrison SJ, Clarke MF. Prospective identification of tumorigenic breast cancer cells. Proc Natl Acad Sci U S A. 2003;100:3983–8.CrossRefPubMedPubMedCentral Al-Hajj M, Wicha MS, Benito-Hernandez A, Morrison SJ, Clarke MF. Prospective identification of tumorigenic breast cancer cells. Proc Natl Acad Sci U S A. 2003;100:3983–8.CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Ponti D, Costa A, Zaffaroni N, Pratesi G, Petrangolini G, Coradini D, et al. Isolation and in vitro propagation of tumorigenic breast cancer cells with stem/progenitor cell properties. Cancer Res. 2005;65:5506–11.CrossRefPubMed Ponti D, Costa A, Zaffaroni N, Pratesi G, Petrangolini G, Coradini D, et al. Isolation and in vitro propagation of tumorigenic breast cancer cells with stem/progenitor cell properties. Cancer Res. 2005;65:5506–11.CrossRefPubMed
8.
Zurück zum Zitat Sheridan C, Kishimoto H, Fuchs RK, Mehrotra S, Bhat-Nakshatri P, Turner CH, et al. CD44+/CD24- breast cancer cells exhibit enhanced invasive properties: an early step necessary for metastasis. Breast Cancer Res. 2006;8:R59.CrossRefPubMedPubMedCentral Sheridan C, Kishimoto H, Fuchs RK, Mehrotra S, Bhat-Nakshatri P, Turner CH, et al. CD44+/CD24- breast cancer cells exhibit enhanced invasive properties: an early step necessary for metastasis. Breast Cancer Res. 2006;8:R59.CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Arteaga CL, Sliwkowski MX, Osborne CK, Perez EA, Puglisi F, Gianni L. Treatment of HER2-positive breast cancer: current status and future perspectives. Nat Rev Clin Oncol. 2012;9:16–32.CrossRef Arteaga CL, Sliwkowski MX, Osborne CK, Perez EA, Puglisi F, Gianni L. Treatment of HER2-positive breast cancer: current status and future perspectives. Nat Rev Clin Oncol. 2012;9:16–32.CrossRef
10.
Zurück zum Zitat Oak PS, Kopp F, Thakur C, Ellwart JW, Rapp UR, Ullrich A, et al. Combinatorial treatment of mammospheres with trastuzumab and salinomycin efficiently targets HER2-positive cancer cells and cancer stem cells. Int J Cancer. 2012;131:2808–19.CrossRefPubMed Oak PS, Kopp F, Thakur C, Ellwart JW, Rapp UR, Ullrich A, et al. Combinatorial treatment of mammospheres with trastuzumab and salinomycin efficiently targets HER2-positive cancer cells and cancer stem cells. Int J Cancer. 2012;131:2808–19.CrossRefPubMed
11.
Zurück zum Zitat Lawson DA, Bhakta NR, Kessenbrock K, Prummel KD, Yu Y, Takai K, et al. Single-cell analysis reveals a stem-cell program in human metastatic breast cancer cells. Nature. 2015;526:131–5.CrossRefPubMedPubMedCentral Lawson DA, Bhakta NR, Kessenbrock K, Prummel KD, Yu Y, Takai K, et al. Single-cell analysis reveals a stem-cell program in human metastatic breast cancer cells. Nature. 2015;526:131–5.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Trapnell C, Roberts A, Goff L, Pertea G, Kim D, Kelley DR, et al. Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks. Nat Protoc. 2012;7(3):562–578. Trapnell C, Roberts A, Goff L, Pertea G, Kim D, Kelley DR, et al. Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks. Nat Protoc. 2012;7(3):562–578.
13.
Zurück zum Zitat Gyorffy B, Lanczky A, Eklund AC, Denkert C, Budczies J, Li Q, et al. An online survival analysis tool to rapidly assess the effect of 22,277 genes on breast cancer prognosis using microarray data of 1,809 patients. Breast Cancer Res Treat. 2010;123:725–31.CrossRefPubMed Gyorffy B, Lanczky A, Eklund AC, Denkert C, Budczies J, Li Q, et al. An online survival analysis tool to rapidly assess the effect of 22,277 genes on breast cancer prognosis using microarray data of 1,809 patients. Breast Cancer Res Treat. 2010;123:725–31.CrossRefPubMed
14.
Zurück zum Zitat Muhammad E, Leventhal N, Parvari G, Hanukoglu A, Hanukoglu I, Chalifa-Caspi V, et al. Autosomal recessive hyponatremia due to isolated salt wasting in sweat associated with a mutation in the active site of Carbonic Anhydrase 12. Hum Genet. 2011;129:397–405.CrossRefPubMed Muhammad E, Leventhal N, Parvari G, Hanukoglu A, Hanukoglu I, Chalifa-Caspi V, et al. Autosomal recessive hyponatremia due to isolated salt wasting in sweat associated with a mutation in the active site of Carbonic Anhydrase 12. Hum Genet. 2011;129:397–405.CrossRefPubMed
15.
Zurück zum Zitat Cordenonsi M, Zanconato F, Azzolin L, Forcato M, Rosato A, Frasson C, et al. The Hippo transducer TAZ confers cancer stem cell-related traits on breast cancer cells. Cell. 2011;147:759–72.CrossRefPubMed Cordenonsi M, Zanconato F, Azzolin L, Forcato M, Rosato A, Frasson C, et al. The Hippo transducer TAZ confers cancer stem cell-related traits on breast cancer cells. Cell. 2011;147:759–72.CrossRefPubMed
16.
Zurück zum Zitat Bhat MA, Al-Dhfyan A, Naglah AM, Khan AA, Al-Omar MA. Lead optimization of 2-Cyclohexyl-N-[(Z)-(3-methoxyphenyl/3-hydroxyphenyl) methylidene]hydrazinecarbothioamides for targeting the HER-2 overexpressed breast cancer cell line SKBr-3. Molecules. 2015;20:18246–63.CrossRefPubMed Bhat MA, Al-Dhfyan A, Naglah AM, Khan AA, Al-Omar MA. Lead optimization of 2-Cyclohexyl-N-[(Z)-(3-methoxyphenyl/3-hydroxyphenyl) methylidene]hydrazinecarbothioamides for targeting the HER-2 overexpressed breast cancer cell line SKBr-3. Molecules. 2015;20:18246–63.CrossRefPubMed
17.
Zurück zum Zitat Zhou M, Hou Y, Yang G, Zhang H, Tu G, Du YE, et al. LncRNA-Hh strengthen cancer stem cells generation in twist-positive breast cancer via activation of hedgehog signaling pathway. Stem Cells. 2016;34:55–66.CrossRefPubMed Zhou M, Hou Y, Yang G, Zhang H, Tu G, Du YE, et al. LncRNA-Hh strengthen cancer stem cells generation in twist-positive breast cancer via activation of hedgehog signaling pathway. Stem Cells. 2016;34:55–66.CrossRefPubMed
18.
Zurück zum Zitat Shipitsin M, Campbell LL, Argani P, Weremowicz S, Bloushtain-Qimron N, Yao J, et al. Molecular definition of breast tumor heterogeneity. Cancer Cell. 2007;11:259–73.CrossRefPubMed Shipitsin M, Campbell LL, Argani P, Weremowicz S, Bloushtain-Qimron N, Yao J, et al. Molecular definition of breast tumor heterogeneity. Cancer Cell. 2007;11:259–73.CrossRefPubMed
19.
Zurück zum Zitat Kobayashi M, Matsumoto T, Ryuge S, Yanagita K, Nagashio R, Kawakami Y, et al. CAXII Is a sero-diagnostic marker for lung cancer. PLoS One. 2012;7:e33952.CrossRefPubMedPubMedCentral Kobayashi M, Matsumoto T, Ryuge S, Yanagita K, Nagashio R, Kawakami Y, et al. CAXII Is a sero-diagnostic marker for lung cancer. PLoS One. 2012;7:e33952.CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Chien MH, Ying TH, Hsieh YH, Lin CH, Shih CH, Wei LH, et al. Tumor-associated carbonic anhydrase XII is linked to the growth of primary oral squamous cell carcinoma and its poor prognosis. Oral Oncol. 2012;48:417–23.CrossRefPubMed Chien MH, Ying TH, Hsieh YH, Lin CH, Shih CH, Wei LH, et al. Tumor-associated carbonic anhydrase XII is linked to the growth of primary oral squamous cell carcinoma and its poor prognosis. Oral Oncol. 2012;48:417–23.CrossRefPubMed
21.
Zurück zum Zitat Yoo CW, Nam BH, Kim JY, Shin HJ, Lim H, Lee S, et al. Carbonic anhydrase XII expression is associated with histologic grade of cervical cancer and superior radiotherapy outcome. Radiat Oncol. 2010;5:101.CrossRefPubMedPubMedCentral Yoo CW, Nam BH, Kim JY, Shin HJ, Lim H, Lee S, et al. Carbonic anhydrase XII expression is associated with histologic grade of cervical cancer and superior radiotherapy outcome. Radiat Oncol. 2010;5:101.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Eom KY, Jang MH, Park SY, Kang EY, Kim SW, Kim JH, et al. The expression of carbonic anhydrase (CA) IX/XII and lymph node metastasis in early breast cancer. Cancer Res Treat. 2015. Eom KY, Jang MH, Park SY, Kang EY, Kim SW, Kim JH, et al. The expression of carbonic anhydrase (CA) IX/XII and lymph node metastasis in early breast cancer. Cancer Res Treat. 2015.
Metadaten
Titel
Transcriptome sequencing of HER2-positive breast cancer stem cells identifies potential prognostic marker
verfasst von
Bo Lei
Xian-yu Zhang
Jia-peng Zhou
Guan-nan Mu
Yi-wen Li
You-xue Zhang
Da Pang
Publikationsdatum
14.09.2016
Verlag
Springer Netherlands
Erschienen in
Tumor Biology / Ausgabe 11/2016
Print ISSN: 1010-4283
Elektronische ISSN: 1423-0380
DOI
https://doi.org/10.1007/s13277-016-5351-0

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