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Selection of low-variance expressed Malus x domestica (apple) genes for use as quantitative PCR reference genes (housekeepers)
Authors:Judith Bowen  Hilary S Ireland  Ross Crowhurst  Zhiwei Luo  Amy E Watson  Toshi Foster  Nigel Gapper  Jim J Giovanonni  James P Mattheis  Chris Watkins  David Rudell  Jason W Johnston  Robert J Schaffer
Institution:1. The New Zealand Institute for Plant & Food Research Limited, Private Bag 92169, Auckland, 1142, New Zealand
2. The New Zealand Institute for Plant & Food Research Limited, Private Bag 11600, Palmerston North, New Zealand
3. Department of Horticulture, Cornell University, Ithaca, NY, USA
4. The Boyce Thompson Institute for Plant Research, Cornell University Campus, Ithaca, NY, USA
5. United States Department of Agriculture – Agricultural Research Service, Tree Fruit Research Laboratory, Wenatchee, WA, USA
6. The New Zealand Institute for Plant & Food Research Limited, Private Bag 1401, Havelock North, 4157, New Zealand
7. School of Biological Sciences, University of Auckland, Private Bag 92019, Auckland, 1142, New Zealand
Abstract:To accurately measure gene expression using PCR-based approaches, there is the need for reference genes that have low variance in expression (housekeeping genes) to normalise the data for RNA quantity and quality. For non-model species such as Malus x domestica (apples), previously, the selection of reference genes relied on using homology to reference genes in model species. In this study, a genomics approach was used to identify apple genes with low variance in expression in 217 messenger RNA (mRNA)-seq data sets covering different tissues, during fruit development, and treated with a range of different stress conditions. Ten potential reference genes were chosen for validation by quantitative PCR (qPCR) over 29 different tissue types and treatments. From the combined mRNA-seq and qPCR results, three potential reference genes are proposed that can be used as good controls for PCR based expression studies. The three genes show homology to lipid transfer proteins, phytochrome protein phosphatase and the ubiquitination pathway. With the progression of research away from non-model species, this approach provides a robust method for selecting candidate genes for use as reference genes in qPCR.
Keywords:
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