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Section I
Diagnostic ALL samples used for class prediction

I: Patient Dataset
132 cases of pediatric ALL were selected from the original 327 diagnostic bone marrow aspirates1 to reanalyze on the higher density U133A and B microarrays. The selection of cases was based on having sufficient numbers of each subtype to build accurate class predictions, rather than reflecting the actual frequency of these groups in the pediatric population. The list of samples that were used in this reanalysis (Table S1), as well as the subtype distribution (Table S2) are shown below.
Table S1.   Diagnostic ALL samples used for class prediction (n=132)

BCR-ABL-#1

Hyperdip>50-C18

Pseudodip-#6

BCR-ABL-#2

Hyperdip>50-C21

Pseudodip-C2-N

BCR-ABL-#3

Hyperdip>50-C22

Pseudodip-C3

BCR-ABL-#4

Hyperdip>50-C23

Pseudodip-C5

BCR-ABL-#5

Hyperdip>50-C27-N

Pseudodip-C6

BCR-ABL-#6

Hyperdip>50-C32

Pseudodip-C7

BCR-ABL-#7

Hyperdip>50-R4

Pseudodip-C9

BCR-ABL-#8

Hyperdip47-50-C14-N

Pseudodip-C14

BCR-ABL-#9

Hyperdip47-50-C3-N

Pseudodip-C16-N

BCR-ABL-Hyperdip-#10

Hypodip-#2

Pseudodip-R1-N

BCR-ABL-C1

Hypodip-2M#1

T-ALL-#5

BCR-ABL-R1

Hypodip-C2

T-ALL-#6

BCR-ABL-R2

Hypodip-C5

T-ALL-#7

BCR-ABL-R3

MLL-#1

T-ALL-#8

BCR-ABL-Hyperdip-R5

MLL-#2

T-ALL-#10

E2A-PBX1-#5

MLL-#3

T-ALL-C2

E2A-PBX1-#6

MLL-#4

T-ALL-C6

E2A-PBX1-#9

MLL-#5

T-ALL-C7

E2A-PBX1-#10

MLL-#6

T-ALL-C11

E2A-PBX1-#12

MLL-#7

T-ALL-C15

E2A-PBX1-#13

MLL-#8

T-ALL-C19

E2A-PBX1-2M#1

MLL-2M#1

T-ALL-C21

E2A-PBX1-C2

MLL-2M#2

T-ALL-R5

E2A-PBX1-C3

MLL-C1

T-ALL-R6

E2A-PBX1-C4

MLL-C2

TEL-AML1-#6

E2A-PBX1-C5

MLL-C3

TEL-AML1-#9

E2A-PBX1-C6

MLL-C4

TEL-AML1-#10

E2A-PBX1-C7

MLL-C5

TEL-AML1-#14

E2A-PBX1-C9

MLL-C6

TEL-AML1-2M#1

E2A-PBX1-C10

MLL-R1

TEL-AML1-2M#2

E2A-PBX1-C11

MLL-R2

TEL-AML1-C4

E2A-PBX1-C12

MLL-R3

TEL-AML1-C5

E2A-PBX1-R1

MLL-R4

TEL-AML1-C6

Hyperdip>50-#8

content-C1-N

TEL-AML1-C26

Hyperdip>50-#12

content-C2-N

TEL-AML1-C28

Hyperdip>50-#14

content-C3-N

TEL-AML1-C30

Hyperdip>50-C1

content-C4-N

TEL-AML1-C31

Hyperdip>50-C4

content-C7-N

TEL-AML1-C32

Hyperdip>50-C6

content-C8

TEL-AML1-C33

Hyperdip>50-C8

content-C9

TEL-AML1-C34

Hyperdip>50-C11

content-C11-N

TEL-AML1-C37

Hyperdip>50-C13

content-R1

TEL-AML1-C38

Hyperdip>50-C15

content-R2-N

TEL-AML1-C40

Hyperdip>50-C16

Pseudodip-#5

TEL-AML1-R3

Table Key:The nomenclature used in this paper is identical to that used in Yeoh et. al.,1 and thus should facilitate cross comparisons between the datasets.The nomenclature indicates disease status at the time of the initial study and has not been updated as this dataset was not selected to address the issue of outcome.No analysis has been performed in this study to identify expression profiles associated with outcome.
     Subtype Name-C# Dx Sample of patient in CCR
     
Subtype Name-R# Dx Sample of patient who developed a hematologic relapse
     
Subtype Name-# Dx Sample used for subgroup classification only
    
Subtype Name-2M# Dx Sample of patient who later developed 2nd AML
     
Subtype Name-N Dx Sample in novel group


Subgroup distribution of ALL cases


Table S2.  Subgroup distribution of ALL cases

Subgroup

Training Set

Test Set

BCR-ABL

11

4

E2A-PBX1

13

5

Hyperdiploid >50

13

4

MLL

15

5

T-ALL

12

2

TEL-AML1

15

5

Other

21

7

Total

100

32


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