Stochastic artifacts.I'm going to perhaps only confuse the matter further by bumbling through this, but here goes....
Long ago I was reading that the issue of markers being unreliable arises with weak and degraded samples. The word I'm looking for escapes me this minute....
I'm specifically thinking of some research done on false positives? Or is it some other term?
There are a number of things that can happen to make the interpretation of a profile difficult.
I could explain it, but I would rather you heard it from Dr Krane.
[ame="http://www.youtube.com/watch?v=p5ErDtXV-NE"]Artifacts and noise in DNA profiling (HD version) - YouTube[/ame]
One of several things that I didn’t have an opportunity to get to on the show was that very issue.As best as I could understand it, perhaps it was a weaker "peak", with the inclusion questionable when it wasn't a marker at all. I do remember that the problem comes down to different interpretation or validation of the allele by different lab techs processing them?
I was going to quote the following and have Dr Krane comment on it.
We took a mixed sample of DNA evidence from an actual crime scene- a gang rape committed in Georgia, US- which helped to convict a man called Kerry Robinson, who is currently in prison. We presented it, and Robinson's DNA profile, to 17 experienced analysts working in the same accredited government lab in the US, without any contextual information that might bias their judgment.
In the original case, two analysts from the Georgia Bureau of Investigation concluded that Robinson "could not be excluded" from the crime scene sample, based on his DNA profile. (A second man convicted of the same crime also testified that Robinson was an assailant, in return for a lesser jail term.) Each of our 17 analysts independently examined the profiles from the DNA mixture, the victim's profile and those of two other suspects and was asked to judge whether the suspects' profiles could be "excluded", "cannot be excluded" or whether the results were "inconclusive".
If DNA analysis were totally objective, then all 17 analysts should reach the same conclusion. However, we found that just one agreed with the original judgement that Robinson "cannot be excluded". Four analysts said the evidence was inconclusive and 12 said he could be excluded.
http://www.newscientist.com/article...-dna-evidence-can-mean-prison-or-freedom.html
Mixture analysis is what makes for a “bad day at the office” when dealing with profiles.Sorry I can't be more clear, but I do believe this is similar to what Dr. Krane was alluding to when he spoke of statistical validation being impossible at this time based on "drop-out": if the markers are not reliable, if they're open to differing interpretations as to whether they even are an allele at a specific locus or a false positive, then there is no way to determine the accuracy of the profile.
If there is allelic drop-out then the result will be, at best, inconclusive.
There was to be discussion about mixture analysis on the show, but as with the previous point, time was an issue.
This is the video by Dr. Krane that talks about mixture analysis including the problem of drop out.
[ame="http://www.youtube.com/watch?v=wVHo1Pjf210"]Statistical weights of mixed DNA profiles (HD version) - YouTube[/ame]