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normalized 16S/18S? #29

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noaagoodwink opened this issue Jan 19, 2016 · 1 comment
Open

normalized 16S/18S? #29

noaagoodwink opened this issue Jan 19, 2016 · 1 comment

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@noaagoodwink
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Is the sequencing depth for the taxonomy dataset similar across sites? Has anyone normalized the 16S/18S data? thanks - Kelly

@pbuttigieg
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Hi @noaagoodwink! The sequencing depth does indeed vary. @genomewalker has produced some plots illustrating this, I believe.

In the 16S18S directory, you can find R scripts which will download and standardise the tag data using either the total sum standardisation (TSS), the cummulative sum standardisation (CSS), or the Hellinger transformation. Each has a different effect on the data, but all should mitigate the effect of sequencing depth heterogeneity.

If there's a different method you'd like us to implement, please let us know.

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