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miRNA analysis of formalin-fixed squamous cell carcinomas of the tongue is affected by age of the samples
Umeå University, Faculty of Medicine, Department of Medical Biosciences, Pathology.
Umeå University, Faculty of Social Sciences, Department of Statistics.
Umeå University, Faculty of Medicine, Department of Clinical Sciences, Otorhinolaryngology.
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2011 (English)In: International Journal of Oncology, ISSN 1019-6439, Vol. 38, no 1, 61-69 p.Article in journal (Refereed) Published
Abstract [en]

Global miRNA expression arrays were used for analysis of 836 miRNAs in formalin-fixed paraffin-embedded samples from 21 tongue cancer patients and 8 controls. Samples had been stored for one to eleven years. Results separated tumour samples from controls, however, the largest variation was correlated to sample storage time, detectable already after one year. With the use of a linear regression model we could adjust for the storage-dependent effect, leading to the identification of 54 differentially expressed miRNAs in tongue cancer, compared to 16 when using standard normalization, including up-regulation of a novel miRNA, miR-424.

Place, publisher, year, edition, pages
Spandidos Publ. Ltd , 2011. Vol. 38, no 1, 61-69 p.
Keyword [en]
miRNA, FFPE, tongue carcinoma, storage, normalization
National Category
Cancer and Oncology
URN: urn:nbn:se:umu:diva-38654DOI: 10.3892/ijo_00000824ISI: 000286293000008PubMedID: 21109926OAI: diva2:379848
Available from: 2010-12-20 Created: 2010-12-20 Last updated: 2015-11-14Bibliographically approved
In thesis
1. The use of formalin fixed paraffin embedded tissue and global gene expression profiling for increased understanding of squamous cell carcinoma of the tongue
Open this publication in new window or tab >>The use of formalin fixed paraffin embedded tissue and global gene expression profiling for increased understanding of squamous cell carcinoma of the tongue
2012 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Head and neck cancer is the 6th most common malignancy worldwide, with tumours of the tongue being one of the most prevalent sites. Despite advances in surgery and radiotherapy, the five-year survival has not changed during the last decades and remains at approximately 50%. Identification of novel biomarkers for more personalized treatment is important for increasing survival in these patients. One of the most commonly used methods in the search for new biomarkers is microarray analysis. A substantial limitation with this technique is the requirement for fresh frozen samples from which high quality RNA can be extracted. This becomes particularly problematic when attempting to discover differences associated with individual sub-types or rare cancers. Recent developments, including the DASL microarray platform, have provided the possibility of analysing RNA of poorer quality from formalin fixed paraffin embedded (FFPE) samples. FFPE is the standard way of preserving tissue from patients and millions of samples are stored around the world. In this thesis we have evaluated the use of FFPE samples and global gene expression profiling for increasing basic knowledge in a subgroup of oral cancer patients with tumours of the tongue.

As confirmation of microarray results using qPCR is of outmost importance for conclusive data evaluation, we first aimed at finding a housekeeping gene stably expressed across malignant and non-malignant FFPE oral tissue. TUBA6, which belongs to the tubulin family was detected as being the most stable out of eight possible genes and was thus used for qPCR normalization throughout the following studies.

We have performed three separate microarray experiments. Initially only a focused DASL array covering 502 cancer related genes was available and we used it to analyze a smaller cohort of patients and controls (n=36). A similar cohort (n=29) was also analyzed for expression of 836 micoRNAs. In 2009 a whole genome DASL array was launched, covering over 20,000 genes, and all tongue tumour samples available between 1997 and 2010 (n=87) were analysed using this array.

Similar to other research groups we observed very high replicate reproducibility using both DASL arrays. When using the microRNA array and the whole genome DASL array an effect of sample quality on the detected expression level of individual genes was noticed. While the expression of some genes severely decreased with a decrease in sample quality others were not changed. This will impair normalization, leading to a residual non-biological variation within the data. Based on our findings we have presented some recommendations for minimizing the effect of sample quality and maximizing the level of biologically relevant information obtained from these experiments, e.g. ensuring that samples in groups to be compared are of the same quality range. For the microRNA data we also introduced an additional normalization step to the standard normalizations. We could show that lists of differentially expressed genes generated when taking these precautions were enriched for genes involved in cancer related processes and contained for tongue carcinoma previously identified changes. A number of differentially expressed genes, novel for tongue carcinoma, were also confirmed in high quality fresh frozen samples, including BCL2A1 (apoptosis), CXCL10 (immune response), SLC2A6 (energy transport) and miR-424 (angiogenesis).

In conclusion microarrays can be used to analyze FFPE samples but should be performed with care. Standard normalization methods will not remove the variation introduced by samples being of different quality, leading to spurious results. Taking a few precautions, however, led to the identification of differentially expressed genes relevant in tumour development and maintenance. The recommendations we make can facilitate design of future studies using FFPE samples. The genes we identified as being differentially expressed in tumour tissue now need to be further evaluated for their potential as biomarkers in tongue carcinoma.

Place, publisher, year, edition, pages
Umeå: Umeå Universitet, 2012. 45 p.
Umeå University medical dissertations, ISSN 0346-6612 ; 1495
SCCHN, tongue, microarray, DASL, FFPE, archival, mRNA, miRNA
National Category
Medical Biotechnology (with a focus on Cell Biology (including Stem Cell Biology), Molecular Biology, Microbiology, Biochemistry or Biopharmacy)
Research subject
urn:nbn:se:umu:diva-54005 (URN)978-91-7459-413-3 (ISBN)
Public defence
2012-05-04, Betula, byggnad 6M, Norrlands Universitetsjukhus, Umeå, 09:00 (English)
Available from: 2012-04-13 Created: 2012-04-11 Last updated: 2012-07-17Bibliographically approved

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Rentoft, MatildaFahlén, JessicaLaurell, GöranSjöström, BjörnRydén, PatrikNylander, Karin
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