overview of the ibis mtdna tiling assay · [a40 g9 c40 t19] 37058.2 37254.2 [a47 g18 c25 t30]...
TRANSCRIPT
Technology Transition Workshop
Overview of the Ibis mtDNA Tiling Assay
Tom Hall, Ph.D.Ibis Biosciences, Inc.
Technology Transition WorkshopOutline
Ibis mtDNA assay format
Base composition analysis of mtDNA samples Data processing and analysis
Blinded samples
Information content relative to sequencing
Heteroplasmy detection
Sensitivity
Reproducibility
Technology Transition Workshop
mtDNA Tiling Assay Format 24 primer pairs cover amplified coordinates HV1 15924..16428 and
HV2 31..576 Target most highly-conserved positions on 3′ ends of primers Grouped into 8 triplexed sets (colored grouping) by maximum
spatial separation and suitable mass separation of products
(middle of mtDNA hidden)
HV1 15893..16451 (15924..16428 amplified)
HV2 5..603 (31..576 amplified)
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
HV1 HV2 Primers grouped to maximize target site separation PCR reactions performed with short extension cycle (5 seconds)
Product sizes range from 85 to 140 bp. All but 3 are <130 bp Relative primer pair concentrations in triplexes have been
adjusted to favor simultaneous amplification of all products
Product masses resolve from each other in triplex groupings
mtDNA Tiling Assay Format
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Base Composition Analysis1. PCR
2. Desalting
3. ESI-TOF mass spectrometry
4. Raw spectrum processing / deconvolution
5. Base composition assignment / profile
development
Technology Transition Workshop
HV1 HV2
PCR: 3 Primer Pairs Per Reaction
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition WorkshopDesalting of PCR Reactions
AddDNA to beads
Bind DNA
MagneticPull-down
Remove buffer
Washes
Elute DNA
Magnetically pull out beads
Remove DNA / Mass Spec
Remove salt from
DNA bound to
beads
Remove clean
DNA for analysis
Magnetic bead anion exchange
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition WorkshopESI-TOF Mass Spectromery
Three primer pairs per reactionComplex raw spectrum
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
• Multiple peaks for each mass
• 3 (or more) ds products per spectrum
• 6 DNA strands per spectrum
Noise baseline
Baseline corrected spectrum used for deconvolution
ESI TOF Mass SpectromeryThree primer pairs per reactionComplex raw spectrum
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Internal mass
standard
Internal mass
standard
Internal mass standards bracket the spectrum for accurate calibration of the measurements before deconvolution
Raw Spectrum Processing
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Internal mass
standard
Internal mass
standard
• Peaks for each mass correlated by spacing through spectrum
• Internal mass standards ensure correlation of the correct peaks
Spectral Deconvolution
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Deconvolution results in one final measurement per molecular species
32855.1 Da34143.8 Da37058.2 Da37254.2 Da42162.1 Da42710.3 Da
Deconvolution to Masses
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sign
al in
tens
ity
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sign
al in
tens
ityForward and reverse strands of a double stranded DNA can be associated by mass
32855.1 Da34143.8 Da37058.2 Da37254.2 Da42162.1 Da42710.3 Da
DS DNA Strand Association
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sign
al in
tens
ityForward and reverse strands of a double stranded DNA can be associated by mass
32855.1 Da34143.8 Da37058.2 Da37254.2 Da42162.1 Da42710.3 Da
DS DNA Strand Association
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
44,000
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sign
al in
tens
ity
32855.1 Da34143.8 Da37058.2 Da37254.2 Da42162.1 Da42710.3 Da
Base Composition Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
Base Composition Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
Final Product Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
15893..16012[A47 G18 C25 T30]
Final Product Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
15893..16012[A47 G18 C25 T30]
Final Product Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
15893..16012[A47 G18 C25 T30]
16231..16338[A40 G9 C40 T19]
Final Product Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
15893..16012[A47 G18 C25 T30]
16231..16338[A40 G9 C40 T19]
Final Product Assignment
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
30,000 32,000 34,000 36,000 38,000 40,000 42,000 44,0000
1000
2000
3000
4000
5000
6000
Mass (Da)
Sig
nal i
nten
sity
3285
5.1
3414
3.8
[A40 G9 C40 T19]
3705
8.2
3725
4.2
[A47 G18 C25 T30]
4216
2.1
4271
0.3
[A49 G17 C31 T40]
15893..16012[A47 G18 C25 T30]
16231..16338[A40 G9 C40 T19]
154..290[A49 G17 C31 T40]
Final Product Assignment
IMAGE COURTESYOF TOM HALL, PH.D.
Technology Transition WorkshopEight Spectra Per Sample
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition WorkshopCoverage Map Development
IMAGES COURTESYOF TOM HALL, PH.D.
Technology Transition Workshop
2901: 15893..16012: A47 G18 C25 T302925: 15937..16041: A35 G14 C24 T322899: 15985..16073: A26 G15 C21 T272898: 16025..16119: A26 G17 C26 T262897: 16055..16155: A31 G13 C30 T272896: 16102..16224: A45 G13 C42 T232895: 16130..16224: A36 G7 C33 T192893: 16154..16268: A44 G7 C46 T182892: 16231..16338: A40 G9 C40 T192891: 16256..16366: A37 G9 C41 T242890: 16318..16402: A20 G14 C30 T212889: 16357..16451: A21 G17 C36 T212902: 5..97: A19 G24 C24 T262903: 20..139: A24 G34 C29 T332904: 83..187: A23 G21 C29 T322905: 113..245: A39 G18 C28 T482906: 154..290: A49 G17 C31 T402908: 204..330: A42 G16 C35 T322908: 204..330: A42 G16 C36 T322908: 204..330: A42 G16 C37 T322908: 204..330: A42 G16 C38 T322907: 239..363: A43 G11 C46 T232907: 239..363: A43 G11 C47 T232907: 239..363: A43 G11 C48 T232907: 239..363: A43 G11 C49 T232923: 262..390: A47 G10 C50 T202923: 262..390: A47 G10 C51 T202923: 262..390: A47 G10 C52 T202923: 262..390: A47 G10 C53 T202910: 331..425: A33 G9 C27 T262916: 367..463: A27 G8 C32 T302912: 409..521: A32 G7 C48 T262913: 464..603: A44 G10 C63 T23
Base Composition Profile
Primer pairrCRS coordinatesBase composition
Base composition
profile
IMAGES COURTESYOF TOM HALL, PH.D.
Technology Transition Workshop
Multiple Assays Per Plate
490.41 1161.32 2117
m/z
0.00
37238
74476
490.43 1161.38 2117.12
m/z
0.00
56448.5
112897
490.44 1161.36 2117.06
m/z
0.00
26682
53364
490.44 1161.35 2117.04
m/z
0.00
40871
81742
490.43 1161.36 2117.09
m/z
0.00
39553
79106
490.43 1161.35 2117.06
m/z
0.00
31409.5
62819
490.43 1161.38 2117.12
m/z
0.00
46690
93380
490.41 1161.33 2117.04
0.00
39737.5
79475
490.42 1161.32 2117.01
m/z
0.00
33414.5
66829
490.43 1161.38 2117.12
m/z
0.00
52118
104236
490.44 1161.37 2117.1
m/z
0.00
29462
58924
490.43 1161.36 2117.08
m/z
0.00
50163
100326
490.43 1161.35 2117.06
m/z
0.00
34834.5
69669
490.43 1161.35 2117.06
m/z
0.00
34563.5
69127
490.43 1161.38 2117.12
m/z
0.00
44371
88742
490.44 1161.35 2117.04
0.00
35451
70902
490.43 1161.34 2117.03
m/z
0.00
33662.5
67325
490.43 1161.38 2117.12
m/z
0.00
47851.5
95703
490.43 1161.36 2117.08
m/z
0.00
26277
52554
490.44 1161.36 2117.06
m/z
0.00
45849
91698
490.42 1161.35 2117.07
m/z
0.00
34843.5
69687
490.44 1161.36 2117.08
m/z
0.00
31727
63454
490.43 1161.38 2117.12
m/z
0.00
34398
68796
490.43 1161.36 2117.08
0.00
40743.5
81487
490.43 1161.36 2117.08
m/z
0.00
27946
55892
490.43 1161.36 2117.09
m/z
0.00
52230
104460
490.43 1161.36 2117.08
m/z
0.00
24704.5
49409
490.44 1161.36 2117.08
m/z
0.00
55140.5
110281
490.42 1161.34 2117.05
m/z
0.00
34672
69344
490.44 1161.37 2117.1
m/z
0.00
32191.5
64383
490.43 1161.38 2117.12
m/z
0.00
28336.5
56673
490.42 1161.37 2117.13
0.00
39110
78220
490.43 1161.35 2117.06
m/z
0.00
34810.5
69621
490.44 1161.36 2117.08
m/z
0.00
53226
106452
490.42 1161.35 2117.07
m/z
0.00
29609.5
59219
490.44 1161.36 2117.06
m/z
0.00
47997
95994
490.43 1161.34 2117.03
m/z
0.00
36853
73706
490.43 1161.38 2117.12
m/z
0.00
32784.5
65569
490.43 1161.38 2117.12
m/z
0.00
27249.5
54499
490.43 1161.38 2117.12
0.00
43474.5
86949
490.44 1161.36 2117.08
m/z
0.00
24155
48310
490.42 1161.35 2117.07
m/z
0.00
56566.5
113133
490.41 1161.32 2117
m/z
0.00
30389
60778
490.43 1161.38 2117.12
m/z
0.00
50245.5
100491
490.41 1161.33 2117.04
m/z
0.00
32731.5
65463
490.43 1161.38 2117.12
m/z
0.00
34511
69022
490.43 1161.38 2117.12
m/z
0.00
28227
56454
490.43 1161.38 2117.12
0.00
39666
79332
490.43 1161.38 2117.12
m/z
0.00
42508.5
85017
490.42 1161.35 2117.07
m/z
0.00
51043
102086
490.41 1161.3 2116.96
m/z
0.00
30708.5
61417
490.43 1161.38 2117.12
m/z
0.00
42340.5
84681
490.41 1161.32 2117.02
m/z
0.00
39040.5
78081
490.43 1161.38 2117.12
m/z
0.00
32302.5
64605
490.44 1161.37 2117.1
m/z
0.00
39781.5
79563
490.44 1161.38 2117.11
0.00
39703
79406
490.43 1161.38 2117.12
m/z
0.00
22360
44720
490.43 1161.35 2117.06
m/z
0.00
52838
105676
490.42 1161.3 2116.95
m/z
0.00
24292.5
48585
490.42 1161.37 2117.13
m/z
0.00
49748
99496
490.41 1161.32 2117.02
m/z
0.00
35475.5
70951
490.44 1161.37 2117.1
m/z
0.00
31191
62382
490.43 1161.35 2117.06
m/z
0.00
30753
61506
490.44 1161.38 2117.12
0.00
38970
77940
490.43 1161.38 2117.14
m/z
0.00
35577
71154
490.43 1161.36 2117.08
m/z
0.00
52965
105930
490.42 1161.31 2116.98
m/z
0.00
30265.5
60531
490.43 1161.38 2117.12
m/z
0.00
42444
84888
490.41 1161.32 2117.02
m/z
0.00
34013.5
68027
490.44 1161.35 2117.04
m/z
0.00
30064
60128
490.42 1161.33 2117.03
m/z
0.00
36791
73582
490.44 1161.39 2117.14
0.00
40028.5
80057
490.44 1161.38 2117.11
m/z
0.00
47655.5
95311
490.44 1161.36 2117.08
m/z
0.00
47604
95208
490.41 1161.32 2117
m/z
0.00
31183.5
62367
490.43 1161.38 2117.12
m/z
0.00
39698.5
79397
490.41 1161.32 2117.02
m/z
0.00
35670
71340
490.43 1161.37 2117.11
m/z
0.00
30094
60188
490.42 1161.32 2117.01
m/z
0.00
28836
57672
490.45 1161.39 2117.13
0.00
39422.5
78845
490.44 1161.38
m/z
0.00
37610.5
75221
490.43 1161.36
m/z
0.00
47323
94646
490.41 1161.32
m/z
0.00
27089
54178
490.43 1161.38
m/z
0.00
43809.5
87619
490.42 1161.33
m/z
0.00
38638
77276
490.44 1161.37
m/z
0.00
35201
70402
490.41 1161.32
m/z
0.00
30036.5
60073
490.44 1161.39
0.00
50655
101310
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Multiple Mass Assignments1 (A01)
2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
2776.5
5553
13 (B01)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
3153
6306
25 (C01)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2443
4886
37 (D01)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
2083
4166
49 (E01)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2513
5026
61 (F01)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
1983
3966
73 (G01)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2560
5120
85 (H01)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
2268.5
4537
2 (A02)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
2433.5
4867
14 (B02)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
2581.5
5163
26 (C02)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2475.5
4951
38 (D02)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
2113
4226
50 (E02)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2033
4066
62 (F02)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
1829
3658
74 (G02)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2456
4912
86 (H02)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
1929
3858
3 (A03)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
2433
4866
15 (B03)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
2485
4970
27 (C03)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2198.5
4397
39 (D03)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
2020.5
4041
51 (E03)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2209.5
4419
63 (F03)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
1762.5
3525
75 (G03)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2511
5022
87 (H03)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
2101
4202
4 (A04)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
1250.5
2501
16 (B04)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
1538
3076
28 (C04)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
1239
2478
40 (D04)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
1282
2564
52 (E04)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
1253
2506
64 (F04)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
638
1276
76 (G04)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
1248
2496
88 (H04)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
1099
2198
5 (A05)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
2610
5220
17 (B05)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
2975.5
5951
29 (C05)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2595
5190
41 (D05)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
2296
4592
53 (E05)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2374
4748
65 (F05)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
2143.5
4287
77 (G05)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2109
4218
89 (H05)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
2384
4768
6 (A06)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
2108
4216
18 (B06)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
2385.5
4771
30 (C06)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2042.5
4085
42 (D06)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
1255
2510
54 (E06)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
1683
3366
66 (F06)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
1665
3330
78 (G06)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2064
4128
90 (H06)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
1768
3536
7 (A07)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
3185
6370
19 (B07)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
3194
6388
31 (C07)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2917.5
5835
43 (D07)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
2419
4838
55 (E07)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2660
5320
67 (F07)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
2407
4814
79 (G07)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2431.5
4863
91 (H07)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
2555
5110
8 (A08)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
1702.5
3405
20 (B08)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
1990
3980
32 (C08)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
1527
3054
44 (D08)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
1644
3288
56 (E08)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
1555.5
3111
68 (F08)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
1430
2860
80 (G08)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
1871.5
3743
92 (H08)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
1502.5
3005
9 (A09)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
2729.5
5459
21 (B09)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
2802.5
5605
33 (C09)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2502
5004
45 (D09)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
1451
2902
57 (E09)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2325
4650
69 (F09)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
1804.5
3609
81 (G09)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2302.5
4605
93 (H09)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
2008
4016
10 (A10)2906 + 2901 + 2892
23000 36999.75 50999.51
Mass (Da)
0.00
3169
6338
22 (B10)2925 + 2891 + 2908
23000 36999.75 50999.51
Mass (Da)
0.00
3076.5
6153
34 (C10)2899 + 2890 + 2907
23000 36999.75 50999.51
Mass (Da)
0.00
2867.5
5735
46 (D10)2898 + 2889 + 2923
23000 36999.75 50999.51
Mass (Da)
0.00
2266.5
4533
58 (E10)2893 + 2910 + 2902
23000 36999.75 50999.51
Mass (Da)
0.00
2621.5
5243
70 (F10)2897 + 2903 + 2916
23000 36999.75 50999.51
Mass (Da)
0.00
2073
4146
82 (G10)2896 + 2913 + 2904
23000 36999.75 50999.51
Mass (Da)
0.00
2634.5
5269
94 (H10)2905 + 2895 + 2912
23000 36999.75 50999.51
0.00
2332.5
4665
11 (A11)2906 + 2901 + 2892
23000 36999.75 5
Mass (Da)
0.00
2881.5
5763
23 (B11)2925 + 2891 + 2908
23000 36999.75 5
Mass (Da)
0.00
2826.5
5653
35 (C11)2899 + 2890 + 2907
23000 36999.75 5
Mass (Da)
0.00
2566.5
5133
47 (D11)2898 + 2889 + 2923
23000 36999.75 5
Mass (Da)
0.00
2177
4354
59 (E11)2893 + 2910 + 2902
23000 36999.75 5
Mass (Da)
0.00
2488
4976
71 (F11)2897 + 2903 + 2916
23000 36999.75 5
Mass (Da)
0.00
2171
4342
83 (G11)2896 + 2913 + 2904
23000 36999.75 5
Mass (Da)
0.00
2559
5118
95 (H11)2905 + 2895 + 2912
23000 36999.75 5
0.00
2429.5
4859
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Multiple Samples Per Plate
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Multiple Profiles Per Plate
2901: 15893..16012: A47 G18 C25 T302925: 15937..16041: A35 G14 C24 T322899: 15985..16073: A26 G15 C21 T272898: 16025..16119: A26 G17 C26 T262897: 16055..16155: A31 G13 C30 T272896: 16102..16224: A45 G13 C42 T232895: 16130..16224: A36 G7 C33 T192893: 16154..16268: A44 G7 C46 T182892: 16231..16338: A40 G9 C40 T192891: 16256..16366: A37 G9 C41 T242890: 16318..16402: A20 G14 C30 T212889: 16357..16451: A21 G17 C36 T212902: 5..97: A19 G24 C24 T262903: 20..139: A24 G34 C29 T332904: 83..187: A23 G21 C29 T322905: 113..245: A39 G18 C28 T482906: 154..290: A49 G17 C31 T402908: 204..330: A42 G16 C35 T322908: 204..330: A42 G16 C36 T322908: 204..330: A42 G16 C37 T322908: 204..330: A42 G16 C38 T322907: 239..363: A43 G11 C46 T232907: 239..363: A43 G11 C47 T232907: 239..363: A43 G11 C48 T232907: 239..363: A43 G11 C49 T232923: 262..390: A47 G10 C50 T202923: 262..390: A47 G10 C51 T202923: 262..390: A47 G10 C52 T202923: 262..390: A47 G10 C53 T202910: 331..425: A33 G9 C27 T262916: 367..463: A27 G8 C32 T302912: 409..521: A32 G7 C48 T262913: 464..603: A44 G10 C63 T23
2901: 15893..16012: A46 G19 C25 T302925: 15937..16041: A35 G14 C24 T322899: 15985..16073: A26 G15 C21 T272898: 16025..16119: A26 G17 C28 T242897: 16055..16155: A32 G12 C30 T272896: 16102..16224: A46 G12 C41 T242895: 16130..16224: A36 G7 C33 T192893: 16154..16268: A44 G7 C45 T192892: 16231..16338: A40 G9 C40 T192891: 16256..16366: A37 G9 C41 T242890: 16318..16402: A20 G14 C30 T212889: 16357..16451: A22 G16 C36 T212902: 5..97: A19 G24 C24 T262903: 20..139: A24 G34 C29 T332904: 83..187: A23 G21 C30 T312905: 113..245: A39 G18 C31 T452906: 154..290: A48 G18 C35 T362908: 204..330: A42 G16 C40 T302907: 239..363: A43 G11 C49 T232923: 262..390: A47 G10 C53 T202910: 331..425: A33 G9 C27 T262916: 367..463: A27 G8 C32 T302912: 409..521: A32 G7 C48 T262913: 464..603: A45 G10 C68 T232913: 464..603: A45 G10 C69 T23
2901: 15893..16012: A47 G18 C25 T302925: 15937..16041: A35 G14 C24 T322899: 15985..16073: A26 G15 C21 T272898: 16025..16119: A26 G17 C27 T252897: 16055..16155: A32 G12 C29 T282897: 16055..16155: A31 G13 C29 T282896: 16102..16224: A46 G12 C42 T232896: 16102..16224: A45 G13 C42 T232895: 16130..16224: A36 G7 C33 T192893: 16154..16268: A44 G7 C46 T182892: 16231..16338: A39 G10 C40 T192891: 16256..16366: A36 G10 C42 T232890: 16318..16402: A20 G14 C30 T212889: 16357..16451: A21 G17 C36 T212902: 5..97: A20 G23 C24 T262903: 20..139: A25 G33 C29 T332904: 83..187: A23 G21 C29 T322905: 113..245: A39 G18 C29 T472906: 154..290: A48 G18 C32 T392908: 204..330: A42 G16 C39 T322907: 239..363: A43 G11 C50 T232907: 239..363: A43 G11 C51 T232923: 262..390: A47 G10 C54 T202923: 262..390: A47 G10 C55 T202910: 331..425: A33 G9 C27 T262916: 367..463: A27 G8 C32 T302912: 409..521: A32 G7 C48 T262913: 464..603: A44 G10 C63 T23
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
AFDIL 25 dried blood spots on filter paper
FBI 25 buccal swabs Samples chosen to test system because each had
mismatches in at least one primer pair NIST
95 population reference samples All reactions were run on pre-fabricated, frozen
PCR plates (just add template) Batch of plates had been through a QC test prior
to use Each assay has a least one positive control Each plate has at least one negative control
Blinded Samples
Technology Transition Workshop
All samples gave complete profiles 3 FBI samples were not pure single-contributor
templates 2 FBI samples were mixed
Both were consistent with one sample in primary set mixed with another sample not in the set
FBI confirmed correct identification of mixtures Approximate ratios of contributing templates were
quantified 1 FBI sample was a blank swab
Several heteroplasmies, both C-length and non-C-length were noted in all sample sets and were consistent with sequence profile data
Blinded Samples
Technology Transition Workshop
1266 unique tiling region sequences were selected from GenBank genomes Each sequence differed from all others by at least one
base C-stretch length differences ignored
Sequences converted to tiling base compositions Cross-compared for minimum differences using
mtDNA search algorithm Ignores C-stretch length differences Corrects for primer pair overlaps
94.2% of unique tiling region sequences were uniquely discriminated by tiling assay
Tiling Compared to Sequencing
Technology Transition Workshop
CRS Tiling assay amplifies 15924-16428 and 31-576Minimum HVI +HVII sequences 16024-16365 and 73-34016024 16365 73 340
For the same set of 1266 unique sequences spanning mtDNA tiling coordinates:
94.2% can be differentiated with the tiling assay
90.2% can be differentiated by sequencing HVI 16024-16365 and HV2 73-340
Tiling Compared to SequencingIMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
37,000 37,500 38,000 38,500 39,000 39,500 40,000
200
400
600
800
1000
1200
1400
Mass (Da)
Sign
al in
tens
ity
Good sequence up to C stretch, then multiple overlapping reads
MS detects multiple products while sequencing requires a pure sample for maximum information content
287.
9
C
338.
7
G*
289.
9
C
339.
5
G*
289.
2
C
339.
3
G*
3724
1.0
3845
7.9
A44 G13 C42 T23
3752
8.9 38
796.
6A44 G13 C43 T23
3781
8.8 39
136.
1
A44 G13 C44 T23
3810
8.0
3947
5.4
A44 G13 C45 T23
Happened to be same sample given as a blinded sample by Bruce Budowle in 2003.This was suggested by our assay in the FBI validation, then confirmed.
*
Example = USA.FBI.000009, region 16102..16224 *
Opposite read
Length Heteroplasmy Detection
IMAGES COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
2901: 15893..16012: A47 G18 C25 T302925: 15937..16041: A35 G14 C24 T322899: 15985..16073: A25 G16 C21 T272898: 16025..16119: A25 G18 C27 T252897: 16055..16155: A31 G12 C30 T282896: 16102..16224: A44 G12 C42 T242896: 16102..16224: A44 G12 C43 T242896: 16102..16224: A44 G12 C44 T242896: 16102..16224: A44 G12 C45 T242895: 16130..16224: A35 G7 C33 T192895: 16130..16224: A35 G7 C34 T192895: 16130..16224: A35 G7 C35 T192895: 16130..16224: A35 G7 C36 T192893: 16154..16268: A43 G7 C47 T172893: 16154..16268: A43 G7 C48 T172893: 16154..16268: A43 G7 C49 T172893: 16154..16268: A43 G7 C50 T172892: 16231..16338: A40 G9 C39 T202891: 16256..16366: A37 G9 C41 T242890: 16318..16402: A20 G14 C31 T202889: 16357..16451: A21 G17 C36 T212902: 5..97: A19 G24 C24 T262903: 20..139: A24 G34 C29 T332904: 83..187: A23 G21 C30 T312905: 113..245: A39 G18 C30 T462905: 113..245: A39 G18 C29 T472906: 154..290: A48 G18 C32 T392906: 154..290: A48 G18 C31 T402908: 204..330: A42 G16 C39 T322908: 204..330: A42 G16 C40 T322907: 239..363: A43 G11 C49 T242907: 239..363: A43 G11 C50 T242923: 262..390: A47 G10 C53 T212923: 262..390: A47 G10 C54 T212910: 331..425: A33 G9 C27 T262916: 367..463: A27 G8 C32 T302912: 409..521: A32 G7 C48 T262913: 464..603: A43 G11 C63 T23
Length Heteroplasmy ExampleIMAGES COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
A45 G13 C41 T24
16102..16224: A45 G13 C40 T24 N
16130..16224: A36 G7 C32 T19 N
16102..16224: A45 G13 C41 T2416102..16224: A45 G13 C40 T2516130..16224: A36 G7 C33 T1916130..16224: A36 G7 C32 T20
Observed profile Calculated from truth key
C/T heteroplasmy
C/T heteroplasmyAF-4: 16024-16365C 16176 NT 16362 C
3758
2.4
Da
PP 2896: 16102..16224 3871
0.7
Da
A45 G13 C41 T24A45 G13 C40 T25
3756
9.3
Da
3873
6.4
Da
From sequence profile
SNP Heteroplasmy Detection
From blinded sample AF-4
37,600 37,800 38,000 38,200 38,400 38,600 38,8000
500
1000
1500
2000
Mass (Da)
Inte
nsity
IMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition Workshop
Contributor SampleHetero-plasmy
Replicates in
observed region
Var. 1
Percentage of variant 1
Var. 2
Percentage of variant 2
Primer pairs
Amplified overlap
Sequence data
CS0021 C<->T 4 T 14.5 ± 0.6 C 85.5 ± 0.6 2898, 2897 16,078 - 16,098 16,093 YCS0038 C<->T 1 T 25.4 C 74.6 2891 16,283 - 16,344 16,325 YCS0040 C<->T 2 T 35.7 ± 0.3 C 64.3 ± 0.3 2898, 2897 16,078 - 16,098 16,093 Y
AF-2 C<->T 4 T 30.0 ± 2.2 C 70.0 ± 2.2 2892, 2891 16,283 - 16,305 16,293 NAF-4 C<->T 4 T 48.6 ± 2.2 C 51.4 ± 2.2 2896, 2895 16,157 - 16,201 16,176 NAF-15 A<->G 4 A 21.1 ± 2.0 G 78.9 ± 2.0 2897, 2896 16,124 - 16,129 NDAF-19 A<->G 4 G 44.8 ± 1.1 A 55.2 ± 1.1 2899, 2898 16,048 - 16,051 16,051 NFBI-37 C<->T 4 T 22.9 ± 0.8 C 77.1 ± 0.8 2892, 2891 16,283 - 16,305 16,298 YFBI-47 C<->T 4 T 17.3 ± 0.6 C 82.7 ± 0.6 2898, 2897 16,078 - 16,098 16,093 YFBI-51 C<->T 2 T 45.9 +- 4.2 C 54.1 +- 4.2 2902, 2903 41 - 76 64 YFBI-66 C<->T 4 C 48.5 ± 1.1 T 51.5 ± 1.1 2905, 2906 178 - 217 195 YFBI-72 C<->T 4 T 39.8 ± 4.1 C 60.2 ± 4.1 2905, 2906 178 - 217 217 Y
NIST-JT51499 C<->T 4 T 41.4 ± 0.4 C 58.6 ± 0.4 2905, 2906 178 - 217 198 YNIST-JT52076 C<->T 2 C 34.9 ± 0.1 T 65.1 ± 0.1 2892 16,254 - 16,305 16,260 YNIST-PT84224 C<->T 4 T 48.3 ± 0.8 C 51.7 ± 0.8 2898, 2897 16,078 - 16,098 NDNIST-PT84231 C<->T 4 T 19.1 ± 0.5 C 80.9 ± 0.5 2905, 2906 178 - 217 204 Y
In-house
AFDIL
FBI
NIST
SNP Heteroplasmy DetectionSNP heteroplasmies observed in blinded samples plus 21 in-house samples used for comparison to sequence data
21 in-house samples had full control-region sequence dataOther samples had sequence covering 12 to 22 of 24 primer pairsAll profiles were consistent with sequence data
Technology Transition WorkshopSensitivity
Analysis of 5 templates in dilution-to-extinction Sensitivity ranged from 0.1 pg to 6.3 pg template / primer pair * All templates had full profile at 6.3 pg or below per reaction Sensitivity criteria for standard QC plate set at 25 pg / reaction
288928902891289228932895289628972898289929252901290229032904290529062907290829232910291629122913
Prim
er P
air
100 pg 25 pg 6.3 pg 1.6 pg 0.1 pg0.4 pg
min
max
50 pg 12.5 pg 3.2 pg 0.8 pg 0.2 pg
* Based upon total nuclear DNA quantification with Quantifiler.
GRAPH COURTESY OF TOM HALL, PH.D.
Technology Transition WorkshopReproducibility
0
10000
20000
30000
40000
50000
-85 to -75-75 to -65-65 to -55-55 to -45-45 to -35-35 to -25-25 to -15-15 to -5-5 to 55 to 1515 to 2525 to 3535 to 4545 to 5555 to 6565 to 7575 to 85
3,331 trials of one positive control template run over the course of 27 months
500 pg template / reaction
79,944 expected ds assignments Automated data analysis
Distribution of mass measurement deviations for 159,688 DNA strand
assignmentsAve error magnitudewas 10.12 + 8.04 ppm
3,298 (99%) full, correct profiles 33 (1%) samples missing primer
pair(s) 85 total missed assignments
(0.11%) 113 artifact assignments (0.14%)
All but 10 (0.013%) correctable with manual QC
21 misassignments (0.026%) All but 12 (0.015%) correctable
with manual QCIMAGE COURTESY OF TOM HALL, PH.D.
Technology Transition WorkshopSummary
1051 nucleotide positions covered by 24 primer pairs Accurate mass measurements and biochemical strategy
allow mitochondrial base composition profiles to be developed
Discrimination power is ~94% that of sequencing same region
Discrimination power over tiling region can be greater than sequencing over minimum HV1 and HV2 ranges
Base composition profiles can be compared to each other and to sequence profiles
Databases can be searched and subjected to same type of statistics as a sequence database
Mass spectrometry can resolve heteroplasmy (mixtures)
Technology Transition Workshop
Contact Information:
Tom Hall, Ph.D.Ibis Biosciences, [email protected]