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BaseSpace Apps

IS ONE ENOUGH?
D Matthew Landry, CTO
dmlandry@biomatters.com
dmlandry
!

ILMN BaseSpace Worldwide Developer’s Mtg, 21 Oct 2013

This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License
Disclosure
I have no actual or potential conflict of
interest in relation to this presentation.
Except the obvious:
Bioinformatics 1.0 ⟶ 3.0
Technology like BaseSpace
We almost got it wrong
Bioinformatics 1.0
#!/usr/bin/env bash
/bin/BWA/bwa aln -f /output/FOO.sai -t 3 /seq/
REFERENCE/human_18.fasta /seq/FQ/FOO.sanger.fq
/bin/BWA/bwa samse -f /output/FOO.sam /seq/REFERENCE/
human_18.fasta /output/FOO.sai /seq/FQ/FOO.sanger.fq
/bin/SAMTOOLS/samtools import /seq/REFERENCE/
human_18.fasta /output/FOO.sam /output/FOO.bam
/bin/SAMTOOLS/samtools sort /output/FOO.bam /output/
FOO.sorted
/bin/SAMTOOLS/samtools index /output/FOO.sorted.bam /
output/FOO.sorted.bam.bai
java -jar /bin/GTK/GenomeAnalysisTK.jar -T
RealignerTargetCreator -R /seq/REFERENCE/
human_18.fasta -I /output/FOO.sorted.bam -o /output/
FOO.intervals
java -jar /bin/GTK/GenomeAnalysisTK.jar -T
IndelRealigner -R /seq/REFERENCE/human_18.fasta -I /
output/FOO.sorted.bam -targetIntervals /output/
FOO.intervals --output /output/
FOO.sorted.realigned.bam
/bin/SAMTOOLS/samtools index /output/
FOO.sorted.realigned.bam /output/
FOO.sorted.realigned.bam.bai
Bioinformatics 2.0
Features
- Genome browser
- Annotation tracks
- Genome assembly
- Contig reporting
- Read mapping
- SNV detection
- CNV detection
- Differential expression
- Microarray, RNA-seq
- Epigenomics, ChIP-seq
- NGS demultiplexing
- DNA/RNA prediction
- Primer design
- In silico PCR
- Molecular cloning
- NCBI searching
...
Bioinformatics 3.0
Bioinformatics 3.0
ClinVar
How does this change

the way we build apps?
12

20

10

20

08

20

06

20

04

20

02

20
Recreate Geneious
CSS/Javascriptery
Monolithic web app
No desktop limits
Data quanta increasing
Structured pipelines
Foundation platform
Apply best-in-class tools
Channel to users
FLT3

KIT

CEBPA

SPI1

JUP

CCNA1

PIM1

CCND1

TCF7

TCF7L2

TCF7L1

t14
t197
t56
t254
t299
t76
t256
t150

AKT3

AKT1

t88

AKT2

SOS2

t22
t144
t169

SOS1

t303
t237
t190
t127
t99
t87
t35
t147
t258
t217
t66
t158
t200
t171
t298
t286
t179
t98
t284
t208
t90
t89
t278
t175
t143
t39
t34
t255
t38
t155
t163
t125
t86
t31
t17
t226
t108
t85
t82
t78
t70
t60
t132
t213
t308
t172
t148
t37
t119
t29
t212
t94
t77
t106
t269
t272
t28
t202
t149
t206
t92
t141
t156
t218
t170
t101
t59
t283
t219
t32
t44
t81
t161
t134
t80
t64
t136
t46
t128
t215
t146
t100
t21
t43
t309
t307
t305
t302
t297

MTOR

CHUK

BAD

IKBKB

IKBKG

HRAS

t296
t295
t294

KRAS

NRAS

t287
t281
t279
t275
t268
t267
t266
t253
t244
t239
t236
t233
t231
t229
t228
t222
t204
t203
t198
t194
t193
t189
t186
t178
t176
t174
t168
t167
t166
t164
t162
t157
t154
t151
t142
t139
t138
t131
t129
t126
t124
t117
t115
t113
t110
t109
t104
t102
t93
t84
t83
t79
t75
t74
t73
t71
t69
t67
t65
t63
t50
t47
t42
t36
t27
t23
t20
t18
t16
t180
t145
t246
t183
t26
t160
t62
t310
t207
t182
t235
t173
t260
t241
t15
t140
t30
t184
t221
t188

RPS6KB2

EIF4EBP1

RPS6KB1

NFKB1

RELA

PIK3CG
t247
t33
t12

PIK3CB

PIK3R1

RAF1

BRAF

ARAF

This.Tumor
t261
t199
t248
t216
t68
t227
t293
t300
t285
t264
t263
t262
t259
t245
t243
t242
t240
t238
t225
t214
t211
t201
t196
t195
t159
t130
t123
t122
t91
t72
t58
t53
t24
t19
t11
t289
t152
t291
t265
t111
t282
t187
t177
t223
t165
t45
t95
t40
t306
t153
t273
t249
t181
t277
t25
t107
t292
t290
t135
t103
t10
t232
t210
t41
t118
t220
t9
t133
t1
t120
t205
t48
t304
t301
t288
t280
t276
t274
t271
t270
t257
t252
t251
t250
t234
t230
t224
t209
t192
t191
t185

MAP2K1

MAP2K2

MAPK1

MAPK3

t137
t121
t116
t114
t112
t105
t97
t96
t61
t57
t55
t54
t52
t51
t49
t13
t8
t7
t6
t5
t4
t3

BAD

KRAS

IKBKG

CEBPA

PIK3R3

EIF4EBP1

TCF7

AKT3

RPS6KB2

CHUK

PIK3CD

RPS6KB1

PML

AKT1

ARAF

HRAS

MYC

PIK3R2

PIM2

RARA

PPARD

MAPK3

SPI1

IKBKB

LEF1

RAF1

STAT5B

AKT2

RELA

GRB2

TCF7L2

SOS2

PIK3R1

STAT3

CCND1

TCF7L1

MAP2K2

RUNX1

MAPK1

STAT5A

KIT

JUP

PIM1

CCNA1

PIK3R5

PIK3CA

PIK3CB

MAP2K1

FLT3

SOS1

MTOR

NFKB1

ZBTB16

BRAF

NRAS

PIK3CG

t2

RUNX1T1

PML

LEF1

AKT1

RARA

CHUK

STAT3

MAPK3

RAF1

PPARD

PIK3R5

RELA

IKBKB

TCF7L2

ZBTB16

KIT

FLT3

HRAS

STAT5B

PIM1

GRB2

CCND1

JUP

MYC

PIM2

PIK3R2

PIK3R1

MTOR

RUNX1

MAP2K2

RPS6KB1

AKT2

SOS2

MAPK1

STAT5A

PIK3CG

SPI1

SOS1

CCNA1

PIK3CA

MAP2K1

TCF7

PIK3CB

TCF7L1

RUNX1T1

AKT3

BRAF

NRAS

NFKB1

PIK3CD

BAD

ARAF

KRAS

IKBKG

CEBPA

PIK3R3

RPS6KB2

STAT5B

Melanomagenesis.Drivers..Flahertyet.al.

t18
t16
t20
t23
t27
t36
t42
t47
t50
t63
t65
t67
t69
t71
t73
t74
t75
t79
t83
t84
t93
t102
t104
t109
t110
t113
t115
t117
t124
t126
t129
t131
t138
t139
t142
t151
t154
t157
t162
t164
t166
t167
t168
t174
t176
t178
t186
t189
t193
t194
t198
t203
t204
t222
t228
t229
t231
t233
t236
t239
t244
t253
t266
t267
t268
t275
t279
t281
t287
t294
t295
t296
t297
t302
t305
t307
t309
t148
t37
t172
t308
t241
t15
t56
t299
t76
t132
t181
t213
t254
t283
t44
t81
t9
t19
t11
t24
t53
t58
t72
t91
t122
t123
t130
t159
t195
t196
t201
t211
t214
t225
t238
t240
t242
t243
t245
t259
t262
t263
t264
t285
t300
t33
t12
t70
t60
t78
t82
t85
t108
t226
t17
t21
t202
t149
t28
t158
t286
t179
t298
t171
t217
t155
t38
t219
t32
t39
t94
t77
t212
t29
t98
t175
t143
t278
t90
t89
t255
t272
t269
t197
t145
t246
t30
t183
t26
t87
t35
t99
t127
t190
t237
t303
t86
t31
t125
t150
t144
t163
t169
t22
t34
t119
t43
t46
t101
t59
t170
t218
t62
t66
t68
t134
t80
t161
t88
t206
t92
t100
t106
t128
t136
t140
t141
t156
t64
t146
t235
t173
t160
t177
t184
t188
t187
t221
t199
t200
t208
t182
t210
t215
t120
t216
t227
t247
t290
t135
t273
t249
t153
t260
t284
t289
t292
t293
t306
t118
t265
t258
t180
t207
t14
t256
t147
t261
t1
t107
t25
t41
t95
t103
t111
t133
t223
t165
t220
t248
t282
t310
This.Tumor
t277
t152
t291
t10
t45
t232
t40
t3
t2
t4
t5
t6
t7
t8
t13
t49
t51
t52
t54
t55
t57
t61
t96
t97
t105
t112
t114
t116
t121
t137
t185
t191
t192
t209
t224
t230
t234
t250
t251
t252
t257
t270
t271
t274
t276
t280
t288
t301
t304
t48
t205
EIF4EBP1

STAT5A

Expression.associated.with.survival..Bogonovic.et.al.

Melanomagenesis.Drivers..Flahertyet.al.

STAT3

ZBTB16

Druggability..Sophic.Integrated

Expression.associated.with.survival..Bogonovic.et.al.

PML

ClinicalTrials.gov.melanoma

Druggability..Sophic.Integrated

RARA

DrugBank.drug.target

ClinicalTrials.gov.melanoma

RUNX1

PIM2

GRB2
DrugBank.drug.target

RUNX1T1

PIK3R5

PIK3CA

PIK3R3

PIK3R2

PIK3CD

MYC

LEF1

PPARD
Targeted Computational Dx 

for applied laboratory genomics
Is one App enough?
One is not enough.
fin.
dmlandry@biomatters.com

dmlandry

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