International Scholarly Research Notices

International Scholarly Research Notices / 2014 / Article

Research Article | Open Access

Volume 2014 |Article ID 148597 |

Marie-Charlotte von Deetzen, Bernd T. Schmeck, Achim D. Gruber, Robert Klopfleisch, "Malignancy Associated MicroRNA Expression Changes in Canine Mammary Cancer of Different Malignancies", International Scholarly Research Notices, vol. 2014, Article ID 148597, 5 pages, 2014.

Malignancy Associated MicroRNA Expression Changes in Canine Mammary Cancer of Different Malignancies

Academic Editor: A. Shamay
Received11 Feb 2014
Accepted18 Mar 2014
Published02 Apr 2014


MicroRNA has been suspected to be generally involved in carcinogenesis since their first description. A first study supported this assumption for canine mammary tumors when miRNA expression was compared to normal gland. The present study extends these results by comparing the expression of 16 microRNA (miRNA) and 4 small nucleolar RNA (snoRNA) in tumors of different malignancy, for example, adenomas, nonmetastasizing and metastasizing carcinomas as well as lymph node metastases, with each other and with normal mammary gland. All neoplastic tissues differed in their miR-210 expression levels from normal gland. While metastatic cells differed in their expression of mir-29b, miR-101, mir-125a, miR-143, and miR-145 from primary tumors, the comparison of miRNA expression in primary tumors of different malignancy failed to reveal significant differences except for a significant downregulation of mir-125a in metastasizing carcinomas when compared to adenomas.

1. Introduction

MicroRNA (miRNA) is an evolutionarily conserved, noncoding, but regulatory RNA species of approximately 22 nucleotides in length. It plays a crucial role in various physiological and pathological processes by regulating gene expression posttranscriptionally. miRNA binds to messenger RNA (mRNA) and thereby induces a sequence-depending mRNA degradation or translational repression [13]. A deregulation of miRNA is associated with a wide variety of pathologic states including carcinogenesis [4]. Nevertheless, in many cases the specific function of individual miRNA species is still unknown. For instance, miR-10b has been identified as a tumor suppressor which prevents human breast cancer development but also as an oncogene which initiates breast cancer invasion and metastasis [5]. Several miRNA species have been identified to be involved in human breast cancer development including miR-21, miR-145, and miR-210 [68]. In veterinary medicine, only a single study is available on miRNA expression in canine mammary tumors. Boggs et al. [7] compared the expression levels of ten miRNA species in malignant mammary tumors and normal canine mammary gland and found a significant deregulation of miR-21, miR-29b, let-7f, miR-15a, and miR-16 in the tumors.

In the present study, we expand these recent findings on the impact of miRNA deregulation on canine mammary tumors by asking for differences in expression levels of four small nucleolar RNA (snoRNA) and 16 canine miRNA with known relevance for human and canine mammary tumor development in tissue samples of normal mammary gland, adenomas, metastasizing, and nonmetastasizing canine mammary carcinomas as well as lymph node metastases.

2. Materials and Methods

Mammary gland tissues including regional lymph nodes from 30 dogs submitted to the Department of Veterinary Pathology of the Freie Universität Berlin were included in the study. Clinical data of the dogs included breed, age, and location of tumors. All tissue samples were freshly frozen not later than 30 min after surgical excision and stored at −80°C until further use. Directly adjacent tissue samples were also fixed in 4% neutral buffered formalin, routinely processed stained with haematoxylin and eosin (HE) for histologic examination. Ten simple mammary adenomas, ten simple carcinomas without evidence of tumor cells in the regional lymph node, and ten simple carcinomas with regional lymph node metastases as well as normal mammary gland tissues of ten dogs were selected and macrodissected for this study to assure a tumor content of more than 80%. The fifth sample group contained laser microdissected lymph node metastases from five dogs with simple, metastasizing mammary carcinoma.

The study was approved by the local animal welfare officer. Surgical resection of the tumors was part of the therapy according to the welfare of the animals and to the state of the art of medical science under full anesthesia. The study therefore had no influence on the common diagnostic or therapeutic measures usually applied on animals with mammary gland tumors and inclusion into the study did not induce any additional treatments, pain, or discomfort-inducing manipulations during the entire study.

Total RNA was extracted as previously described [9, 10]. The lymph node metastases were microdissected from cryostat sections by laser capture microdissection as previously described [11]. All miRNA and snoRNA species were elongated prior to cDNA synthesis by universal poly-A-tailing and amplified by quantitative reverse transcription PCR as previously described [9]. Housekeeping genes were selected from the complete set of genes analyzed using both geNorm (version 3.4) and NormFinder (version 20) algorithms [12, 13]. The most stably expressed RNA species were determined by calculating the gene expression stability measure value () using the geNorm tool as previously described [12]. Stepwise exclusion of the least stable genes identified miR-155, let-7f, and miR-181b as the three most stably expressed genes. In a second approach NormFinder analysis was performed [13] and identified miR-181b, U44, and U48 as the three most stable reference genes. Considering both the results of the geNorm analysis and the NormFinder algorithm miR-181b, miR-155, and U44 were used for data normalization. Consequently, relative expression levels of the miRNA and snoRNA species were determined using the method [14]. Due to the different efficiencies of the PCR assays, the actual efficiencies were used as the base of the exponential amplification function for calculation. Statistical significance of differences in miRNA and snoRNA expression levels was evaluated using the IBM SPSS Statistic 20 software. The results in the different tissue groups were statistically compared using the parametric ANOVA analysis. A was considered statistically significant.

3. Results

Comparison of the expression levels of 16 miRNA and four snoRNA leads to the identification of statistically different expression levels of nine miRNA and one snoRNA in 27 of the 400 comparisons. Of these, microdissected tumor metastases differed most often from other tissue types. miR-101, miR-143, and miR-145 were differently expressed in metastases when compared to all other tissues. miR-29b differed in its expression level between metastases and all tumor tissue samples except normal mammary gland. miR-125a expression only differed between metastases and metastasizing carcinomas primary sites (Table 1, Figure 1). The comparison of the primary tumors of different malignancies identified a difference in miR-125a expression between metastasizing carcinoma and adenoma as the only significant difference (Table 1, Figure 1). All other differences in expression were restricted to comparisons between normal mammary gland and neoplastic tissues. miR-21, miR-143, miR-194, miR-203, miR-210, and the snoRNA U24 differed in their expression levels between normal gland and neoplastic tissues (Table 1, Figure 1). Of note, only miR-125a and the snoRNA U24 showed a decreased expression in the primary tumors when compared to normal gland or adenomas while all other significantly regulated miRNA had an upregulation in benign and malignant primary tumors (Table 1). This was in contrast to the observation in metastases which, except for miR-125a and miR-210, had a general downregulation of miRNA when compared to all other tissues (Table 1).

Normal AdenomaNonmetastasizing carcinomaMetastasizing carcinomaMetastasisRegulation

Normal miR-203 (4.37)
miR-210 (7.01)
miR-143 (2.70)
miR-21 (3.18)
miR-210 (10.41)
miR-194 (4.44)
miR-21 (5.05)
miR-210 (10.72)
miR-210 (19.63)Up
U24 (0.38)miR-143 (0.04),
miR-145 (0.02),
miR-101 (0.12)

miR-125a (0.40)miR-143 (0.02),
miR-145 (0.02),
miR-101 (0.05),
miR-29b (0.14)

Nonmetastasizing carcinomaUp
miR-143 (0.02),
miR-145 (0.01),
miR-101 (0.08),
miR-29b (0.18)

Metastasizing carcinomamiR-125a (4.91)Up
miR-143 (0.06),
miR-145 (0.04),
miR-101 (0.13),
miR-29b (0.18)


In brackets (): fold change in expression difference.

miR-210 was the only miRNA which allowed the differentiation of normal mammary gland from all neoplastic tissues. In addition, miR-210 was the only miRNA with a continuous significant increase in expression levels between normal mammary gland and all tumor groups and the metastases with expression differences of 7.01-fold between adenomas and normal gland, 10.41-fold between nonmetastasizing carcinomas and normal gland, 10.72-fold between metastasizing carcinomas and normal gland, and 19.63-fold between metastases and normal gland (Table 1).

U24 was the only snoRNA with a significant difference in expression. The expression difference was 0.38-fold between the metastasizing carcinoma and the normal mammary gland but was not significantly altered in any other comparison. miR-9, miR-10b, miR-15a, miR-16, miR-125b, miR-136, and let-7f as well as the snoRNA U66, Z30, and U48 had no significant difference in expression between any of the tissues analyzed.

4. Discussion

The aim of the present study was the identification of malignancy associated miRNA expression to discover potential malignancy marker and to further elucidate aspects of the molecular carcinogenesis and gene expression associated with metastatic behavior of canine mammary tumors [15]. To this end, the expression of 16 miRNA and four snoRNA was compared between normal mammary gland, adenomas, carcinomas, and metastases. Only nine of the miRNA species and one snoRNA tested were significantly differently expressed between the diverse tissues analyzed.

Interestingly, miR-210 was significantly overexpressed in all neoplastic tissues when compared to normal mammary gland. Previous work described miR-210 as a “hypoxamir” which is upregulated in hypoxic tissues by HIF-1 action and mediates a metabolic adaptation to anaerobic conditions [16]. The continuous upregulation of miR-210 over the course of malignant progression may therefore be caused by an increasing hypoxia in the developing tumor mass. miR-210 overexpression has also been associated with the formation of capillary-like structures [17]. It can thus be hypothesized that miR-210 may indirectly promote metastasis by triggering angiogenesis in neighboring cells [18]. Another four miRNA, miR-21, miR-143, miR-194, and miR-203, were significantly increased in at least one mammary tumor group compared to normal mammary gland and therefore matched the definition of an oncogenic miRNA. While this disease association is new for miR-143 and miR-194, a similar oncogenic function has been suggested for miR-203 [19] in mammary cancer and for miR-21 in several other tumors including human breast cancer but has to be determined yet [20].

The general lack of differences in miRNA expression between primary tumors at different stages of malignancy was intriguing. Only miR-125a was significantly differently expressed between metastasizing carcinoma and adenoma. This was in contrast to the numerous miRNA differentially expressed in metastatic tumor cells in the lymph nodes. This difference may be caused by the different preparation of metastatic tumor cells by laser microdissection technology due to the otherwise high contamination of metastases tissue samples by lymphatic cells. The macrodissected samples of normal gland and the primary tumors in contrast also contained, although at a minimal portion, cells of the tumor stroma. These cells may have contributed to the recorded downregulation of the four miRNA in microdissected metastases when compared to macrodissected primary tumors and normal mammary gland, respectively.

5. Conclusions

In conclusion, canine mammary tumors at different stages of malignancy significantly differed from normal gland in the expression of seven miRNA and one snoRNA species. miRNA and snoRNA expression however failed in most cases to discriminate primary tumors at different stages of malignancy.

Conflict of Interests

None of the authors of this paper has a financial or personal relationship with other people or organizations that could inappropriately influence or bias the content of the paper.


The authors acknowledge Alexander Weiss for the support and Monika Schaerig for excellent technical assistance. The study has been supported by the DFG KL 2240/1-1 and the Dahlem Research School and is part of a PhD thesis of Marie-Charlotte von Deetzen.


  1. D. P. Bartel, “MicroRNAs: genomics, biogenesis, mechanism, and function,” Cell, vol. 116, no. 2, pp. 281–297, 2004. View at: Publisher Site | Google Scholar
  2. V. Ambros, “The functions of animal microRNAs,” Nature, vol. 431, no. 7006, pp. 350–355, 2004. View at: Publisher Site | Google Scholar
  3. A. M. Cheng, M. W. Byrom, J. Shelton, and L. P. Ford, “Antisense inhibition of human miRNAs and indications for an involvement of miRNA in cell growth and apoptosis,” Nucleic Acids Research, vol. 33, no. 4, pp. 1290–1297, 2005. View at: Publisher Site | Google Scholar
  4. B. Zhang, X. Pan, G. P. Cobb, and T. A. Anderson, “MicroRNAs as oncogenes and tumor suppressors,” Developmental Biology, vol. 302, no. 1, pp. 1–12, 2007. View at: Publisher Site | Google Scholar
  5. L. Ma, J. Teruya-Feldstein, and R. A. Weinberg, “Tumour invasion and metastasis initiated by microRNA-10b in breast cancer,” Nature, vol. 449, no. 7163, pp. 682–688, 2007. View at: Publisher Site | Google Scholar
  6. M. V. Iorio, M. Ferracin, C.-G. Liu et al., “MicroRNA gene expression deregulation in human breast cancer,” Cancer Research, vol. 65, no. 16, pp. 7065–7070, 2005. View at: Publisher Site | Google Scholar
  7. R. M. Boggs, Z. M. Wright, M. J. Stickney, W. W. Porter, and K. E. Murphy, “MicroRNA expression in canine mammary cancer,” Mammalian Genome, vol. 19, no. 7-8, pp. 561–569, 2008. View at: Publisher Site | Google Scholar
  8. L. Hong, J. Yang, Y. Han, Q. Lu, J. Cao, and L. Syed, “High expression of miR-210 predicts poor survival in patients with breast cancer: a meta-analysis,” Gene, vol. 507, no. 2, pp. 135–138, 2012. View at: Publisher Site | Google Scholar
  9. M. C. von Deetzen, B. Schmeck, A. D. Gruber, and R. Klopfleisch, “Molecular quantification of canine specific microRNA species,” Research in Veterinary Science, vol. 95, no. 2, pp. 562–568, 2013. View at: Publisher Site | Google Scholar
  10. R. Klopfleisch, D. Lenze, M. Hummel, and A. D. Gruber, “The metastatic cascade is reflected in the transcriptome of metastatic canine mammary carcinomas,” Veterinary Journal, vol. 190, no. 2, pp. 236–243, 2011. View at: Publisher Site | Google Scholar
  11. R. Klopfleisch, P. Klose, and A. D. Gruber, “The combined expression pattern of BMP2, LTBP4, and DERL1 discriminates malignant from benign canine mammary tumors,” Veterinary Pathology, vol. 47, no. 3, pp. 446–454, 2010. View at: Publisher Site | Google Scholar
  12. J. Vandesompele, K. de Preter, F. Pattyn et al., “Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes,” Genome Biology, vol. 3, no. 7, pp. 34.1–34.11, 2002. View at: Google Scholar
  13. C. L. Andersen, J. L. Jensen, and T. F. Orntoft, “Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets,” Cancer Research, vol. 64, no. 15, pp. 5245–5250, 2004. View at: Publisher Site | Google Scholar
  14. K. J. Livak and T. D. Schmittgen, “Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)),” Methods, vol. 25, no. 4, pp. 402–408, 2001. View at: Publisher Site | Google Scholar
  15. R. Klopfleisch, H. von Euler, G. Sarli, S. S. Pinho, F. Gärtner, and A. D. Gruber, “Molecular carcinogenesis of canine mammary tumors: news from an old disease,” Veterinary Pathology, vol. 48, no. 1, pp. 98–116, 2011. View at: Publisher Site | Google Scholar
  16. R. Kulshreshtha, M. Ferracin, S. E. Wojcik et al., “A microRNA signature of hypoxia,” Molecular and Cellular Biology, vol. 27, no. 5, pp. 1859–1867, 2007. View at: Publisher Site | Google Scholar
  17. P. Fasanaro, Y. D'Alessandra, V. di Stefano et al., “MicroRNA-210 modulates endothelial cell response to hypoxia and inhibits the receptor tyrosine kinase ligand ephrin-A3,” Journal of Biological Chemistry, vol. 283, no. 23, pp. 15878–15883, 2008. View at: Publisher Site | Google Scholar
  18. H. Cui, S. Grosso, F. Schelter, B. Mari, and A. Krüger, “On the pro-metastatic stress response to cancer therapies: evidence for a positive co-operation between TIMP-1, HIF-1alpha, and miR-210,” Frontiers in Pharmacology, vol. 3, article 134, 2012. View at: Publisher Site | Google Scholar
  19. P. Ru, R. Steele, E. C. Hsueh, and R. B. Ray, “Anti-miR-203 upregulates SOCS3 expression in breast cancer cells and enhances cisplatin chemosensitivity,” Genes and Cancer, vol. 2, no. 7, pp. 720–727, 2011. View at: Publisher Site | Google Scholar
  20. S. Zhu, M.-L. Si, H. Wu, and Y.-Y. Mo, “MicroRNA-21 targets the tumor suppressor gene tropomyosin 1 (TPM1),” The Journal of Biological Chemistry, vol. 282, no. 19, pp. 14328–14336, 2007. View at: Publisher Site | Google Scholar

Copyright © 2014 Marie-Charlotte von Deetzen et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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