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Protein Prediction from cancer

How I can predict all the possible proteins from a cancer genome ??

Please suggest me the way how it can be done.

Cancer Genome (fastq file) -- > preprocessing --> denovo genome assembly -- > protein prediction from assembled genome. ??

sequencing genome assembly gene

3 answers

Protein prediction from cancer genome is difficult. You may need transcriptome (RNA-Seq) for that. From genome, you can get mutations, insertion, deletions and translocations. You may not need de-novo assembly for that. Alignment to existing genome should be sufficient.

One thing you could do is to infer a list of proteins that are modified in cancer genome due to specific mutations leading to modifications in the CDS of transcripts (premature polyA, frameshifts, etc...)

Dear Satya & NicoBxl,

Thanks for your response.

I think my question is not clear. Please let me know whether this procedure can be followed or not.

Denovo Assembled Cancer Genome -- > ORF Finders -- > Protein prediction.

I dont want to miss any single protein that can be translated from a cancer genome. My interest is sometimes these proteins may not be of human origin.

Please update me what can be done further.

If your ORF finder accurately predicts splicing, you may be able to predict proteins. But its difficult not to "miss any single protein". Since expression of non-canonical ORFs and alternative isoforms is condition specific and may not be predictable from genome sequence.

Dear Satya & NicoBxl,

Thanks for your response.

I think my question is not clear. Please let me know whether this procedure can be followed or not.

Denovo Assembled Cancer Genome -- > ORF Finders -- > Protein prediction.

I dont want to miss any single protein that can be translated from a cancer genome. My interest is sometimes these proteins may not be of human origin.

Please update me waht can be done further.

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