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How to recognise a reliable sequence?
Based on our current imperfect knowledge of the 16S rRNA gene, the only
certain way of determining whether or not a newly sequenced 16S rDNA
sequence is reliable is to compare it with a reliable 16S rDNA
sequence.
A circular argument? Not really, since the vast amount of 16S rDNA
sequence information now available to researchers, generated with
different methods by different research groups, means that under most
circumstances, a single sequence can now be compared with numerous
independently produced records before a settled judgment is
reached.
However, the circularity of this statement does highlight the
limitation of any comparative analysis when checking for sequence
errors; such analyses are only as reliable as the sequences available
for comparison. Bacterial phylogenetic groups are not equally
represented in the public sequence repositories, and so sometimes, with
current techniques, it is just not possible to conclude whether or not
a particular sequence is free from error.
Pintail and Mallard, in common with all other currently available
methods for detecting anomalies, are ultimately limited by the quality,
size, and range of the the public sequence repositories, and this needs
to be borne in mind whenever any such analysis is undertaken.
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