Question: Differential gene expression between a RNA seq and microarray
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gravatar for bionerd
2.2 years ago by
bionerd10
bionerd10 wrote:

Hi everyone, I am trying to find differentially expressed genes between 2 different breast cancer tumor models. One of the dataset is from RNA-seq while the other one is from microarray. I've been searching for a good way to do this but I haven't found anything that works. Can anyone who actually has done this please provide some advice?

Thank you!!!

rna-seq • 934 views
ADD COMMENTlink modified 20 months ago by Biostar ♦♦ 20 • written 2.2 years ago by bionerd10
2

In my opinion, I think there are technology bias and bench effect to the two different kind of dataset. So maybe you could find DE gene in the two dataset separately, and then evaluate the overlapping DE genes.

ADD REPLYlink written 2.2 years ago by Sparrow_kop220
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gravatar for lakhujanivijay
2.2 years ago by
lakhujanivijay4.7k
India
lakhujanivijay4.7k wrote:

For microarray probe design, specific genes are targeted , which is not in the case of NGS dataset. That being said, you will never be able to find novel transcripts using microarrays. Also, the technical as well as wetlab aspects vary considerably in both the cases. Hence, the best way, as suggested by Sparrow_kop is to evaluate overlapping DE genes.

ADD COMMENTlink modified 2.2 years ago • written 2.2 years ago by lakhujanivijay4.7k
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gravatar for andrew
2.2 years ago by
andrew480
United States
andrew480 wrote:

Hi Vijay, In iPathwayGuide, we have a feature that allows you to conduct a Meta-Analysis to identify overlapping DEGs across up to 5 separate datasets. The application is agnostic to the platform use to measure expression. I have customers that routinely compare mRNA to protein expression or RNA-Seq based expression to microarray. Not only will you see overlapping genes, but you can also identify common or uniqly perturbed pathways and the set of genes that are driving that change.

Unfortunately, this feature is a premium feature and normally requires payment. If you reach out to me and mention this post, I'd be happy to arrange a way for you to get some free reports. You can reach me by email: andrew "AT" advaitabio.com I've pasted a few images below. to give you a sense of what it can do for you.

Overlapping Genes Pathway of interest with DEGs identified from each dataset

ADD COMMENTlink written 2.2 years ago by andrew480
0
gravatar for Sam
2.2 years ago by
Sam140
Sam140 wrote:

may be useful, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617154/

ADD COMMENTlink written 2.2 years ago by Sam140
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