A critical assessment of storytelling: gene ontology categories and the importance of validating genomic scans.

Abstract:

:In the age of whole-genome population genetics, so-called genomic scan studies often conclude with a long list of putatively selected loci. These lists are then further scrutinized to annotate these regions by gene function, corresponding biological processes, expression levels, or gene networks. Such annotations are often used to assess and/or verify the validity of the genome scan and the statistical methods that have been used to perform the analyses. Furthermore, these results are frequently considered to validate "true-positives" if the identified regions make biological sense a posteriori. Here, we show that this approach can be potentially misleading. By simulating neutral evolutionary histories, we demonstrate that it is possible not only to obtain an extremely high false-positive rate but also to make biological sense out of the false-positives and construct a sensible biological narrative. Results are compared with a recent polymorphism data set from Drosophila melanogaster.

journal_name

Mol Biol Evol

authors

Pavlidis P,Jensen JD,Stephan W,Stamatakis A

doi

10.1093/molbev/mss136

subject

Has Abstract

pub_date

2012-10-01 00:00:00

pages

3237-48

issue

10

eissn

0737-4038

issn

1537-1719

pii

mss136

journal_volume

29

pub_type

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