1. Probabilistic Genotyping to the Rescue for Pinkins and Glenn
Wrongful Conviction Day
Indiana University McKinney School of Law
October, 2018
Mark W Perlin, PhD, MD, PhD
Cybergenetics, Pittsburgh, PA
Cybergenetics ©
Cybergenetics ©

2. Darryl Pinkins confined
1989 – 5 men raped an Indiana woman
Darryl Pinkins and 2 others misidentified
1991 – wrongfully convicted, 65 year sentence
2001 – DNA mixture evidence
2 contributors found, not the accused
but 5 were needed, post-conviction relief denied

3. DNA biology
Cell
Chromosome
Locus
Nucleus

4. allele length is 10 repeats
Short tandem repeat
DNA locus paragraph
Take me out to the ball game
take me out with the crowd
buy me some peanuts and Cracker Jack
I don't care if I never get back
let me
root root root root root root root root root root
for the home team,
if they don't win, it's a shame
for it's one, two, three strikes, you're out
at the old ball game
23 volumes in cell's
DNA encyclopedia
"root" repeated 10 times, so
allele length is 10 repeats

5. DNA genotype 10, 12 A genetic locus has two DNA sentences,
one from each parent.
An allele is the number
of repeated words.
locus
A genotype at a locus
is a pair of alleles.
mother
allele 1 2 3 4 5 6 7 8 9 10
10, 12
ACGT
repeated word
Many alleles allow for
many many allele pairs.
A person's genotype
is relatively unique.
father
allele 1 2 3 4 5 6 7 8 9 10 11 12

6. DNA evidence interpretation
Lab
Infer
Evidence item
Evidence data
Evidence genotype
10, 12
DNA from
one person
Compare
Known genotype
10, 12

7. into sperm and nonsperm
Jacket evidence
Lab separates DNA
into sperm and nonsperm
90%
major J
sperm
mixture
minor
nonsperm
(victim V)

8. Match table
References V
Pinkins J
-15.39
-18.00

9. into sperm and nonsperm
Sweater evidence
Lab separates DNA
into sperm and nonsperm
80%
major S
sperm
mixture
minor
nonsperm fraction
(victim)

10. Match table
References V P J
-15.39
-18.00 S
-15.17

12. Hair evidence
Roosevelt Glenn case
DNA analysis H

13. Match table
References V P
Glenn J
-15.39
-18.00 S
-15.17 H

14. Evidence vs. evidence J S H
11.07
1.21
4.15
10.22
-2.39
10.31

15. Similar genotypes
Jacket
Sweater
Hair

16. Kinship analysis
father
mother
person
sibling

17. XY male genotype, so three brothers
Sibling vs. evidence
sibling of J S H
6.67
4.85
5.08
4.70
6.01
3.34
5.78
4.18
5.55
XY male genotype, so three brothers

18. Match table
References V P G J S H
-15.39
-18.00
11.07
1.21
4.15
-15.17
10.22
-2.39
10.31

19. DNA mixture interpretation
Lab
Infer
Evidence item
Evidence data
Evidence genotype
10, 20%
11, 30%
11, 50%
DNA from
two people
Compare
Known genotype
11, 12

20. Computers can use all the data
Quantitative peak heights at locus D5S818
peak size
peak
height

21. How the computer thinks
Consider every possible genotype solution
Explain the peak pattern
Better explanation has a higher likelihood
One person's allele pair
A third person's allele pair
A second person's allele pair

22. Examine multiple experiments simultaneously
Joint data analysis
Examine multiple experiments simultaneously

23. Evidence genotype
Objective genotype determined solely from the DNA data.
Never sees a comparison reference.
5% is JJ
45%
34%
10% 2% 4% 1% 1% 1% 1% 1%

24. DNA match information
How much more does the defendant match the evidence
than a random person?
Prob(evidence match)
Prob(coincidental match)
1/20
19% 1%

25. Match information at 9 loci

26. Is the defendant in the evidence?
A match between
the joint jacket cuttings and Darryl Pinkins is
a million times less probable
than coincidence

27. Match table References V P G J S H JJ -15.39 -18.00 11.07 1.21 4.15
-6.19
-15.17
10.22
-2.39
-5.81
10.31
-3.52
-2.78
-8.50
-8.43
7.05

28. #5. Jacket + sweater joint minor
Locus D5S818
10% is JS JJ

29. Match table References V P G J S H JJ JS -15.39 -18.00 11.07 1.21 4.15
-6.19
-7.66
-15.17
10.22
-2.39
-5.81
-8.09
10.31
-3.52
-5.80
-2.78
-8.50
-8.43
7.05
-1.49
-10.47
-5.79
-12.60
8.06

30. Conclusions References V P G J S H JJ JS -15.39 -18.00 11.07 1.21 4.15
-6.19
-7.66
-15.17
10.22
-2.39
-5.81
-8.09
10.31
-3.52
-5.80
-2.78
-8.50
-8.43
7.05
-1.49
-10.47
-5.79
-12.60
8.06

31. TrueAllele Pinkins findings
1. compared evidence with evidence
2. calculated exclusionary match statistics
3. revealed 5% minor mixture contributor
4. jointly analyzed DNA mixture data
5. showed three perpetrators were brothers
found 5 unidentified genotypes,
defendants not linked to the crime
Search CODIS?

32. “Guilty Until Proven Innocent”
Pinkins released
April 25, 2016
CBS News 48 Hours
“Guilty Until Proven Innocent”

33. Glenn exonerated
Cybergenetics ©

36. Public unaware of problem
“While you describe some interesting capabilities in DNA testing developed by your company, it takes a while for readers to work through the case you explicate essentially to learn that there have been advances in DNA testing, which most know or would assume. So we'll have to pass.”
Greg Victor
Op-ed/Forum editor
Pittsburgh Post-Gazette

37. Pittsburgh nonprofit Bringing better science into criminal justice
through forensic education and public service.
“Bringing Modern DNA Evidence into the Courtroom”
Continuing Legal Education – November 3, 2017

38. TrueAllele YouTube channel
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