Background
Results
Characteristics of the study groups
Parameters | ALL (n = 101) |
---|---|
Gender
| |
Male | 54 (53.5%) |
Female | 47 (46.5%) |
Mean age (years, range)
| 7.2 (0-17) |
Initial WBC (×
10
9
/L)
| |
<20 | 63 (62.4%) |
20- < 100 | 26 (25.7%) |
≥100 | 12 (11.9%) |
Immunophenotype
| |
pro-B-ALL | 3 (3%) |
pre-B-ALL | 18 (17.8%) |
common-ALL | 63 (62.4%) |
mature B-ALL | 3 (3%) |
T-ALL | 14 (13.8%) |
FAB
| |
L1 | 65 (64.4%) |
L1/L2 | 5 (4.9%) |
L2 | 28 (27.7%) |
L3 | 3 (3%) |
Parameters | AML (n = 87) |
---|---|
Gender
| |
Male | 39 (45%) |
Female | 48 (55%) |
Mean age (years, range)
| 51.6 (16-90) |
FAB
| |
M1 | 18 (20.7%) |
M2 | 21 (24.1%) |
M3 | 16 (18.4%) |
M4 | 14 (16.1%) |
M5 | 15 (17.2%) |
Unknown | 3 (3.4%) |
WHO classification
| |
AML with t(8;21) | 3 (3.4%) |
APL with t(15;17) | 16 (18.4%) |
AML with inv16 or t(16;16) | 5 (5.7%) |
AML with t(9;11) | 2 (2.3%) |
AML with t(6;9) | 1 (1.1%) |
AML with myelodysplasia-related changes | 27 (31%) |
AML, not otherwise specified (NOS) | 30 (34.5%) |
Unknown | 3 (3.4%) |
Parameters | CML (n = 140) |
---|---|
Gender
| |
Male | 76 (54%) |
Female | 64 (46%) |
Mean age (years, range)
| 51.5 (16-83) |
Cytogenetics
| |
t(9;22) only | 122 (87.1%) |
trisomy 8 | 3 (2.1%) |
del Y | 5 (3.6%) |
complex karyotype | 5 (3.6%) |
other abnormalities | 4 (2.9%) |
unknown | 1 (0.7%) |
Identification of putative SNPs affecting miRNA binding
Gene symbol | Gene name | No. of SNPs in 3′UTR | Gene symbol | Gene name | No. of SNPs in 3′UTR |
---|---|---|---|---|---|
ABL1
| c-abl oncogene 1, non-receptor tyrosine kinase | 4 |
KRAS
| Kirsten rat sarcoma viral oncogene homolog | 9 |
ABL2
| c-abl oncogene 2, non-receptor tyrosine kinase | 4 |
LMO2
| LIM domain only 2 (rhombotin-like 1) | 1 |
ACOXL
| acyl-CoA oxidase-like | 2 |
LPP
| LIM domain containing preferred translocation partner in lipoma | 4 |
ARHGAP26
| Rho GTPase activating protein 26 | 3 |
MLF1
| myeloid leukemia factor 1 | 4 |
ARNT
| aryl hydrocarbon receptor nuclear translocator | 1 |
MLLT11
| myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila); translocated to, 11 | 1 |
ATM
| ataxia telangiectasia mutated | 4 |
NBN
| nibrin | 4 |
BAX
| BCL2-associated X protein | 1 |
NEDD4
| neural precursor cell expressed, developmentally down-regulated 4, E3 ubiquitin protein ligase | 2 |
BCL2
| B-cell CLL/lymphoma 2 | 8 |
NF1
| neurofibromin 1 | 3 |
BCL2L11
| BCL2-like 11 (apoptosis facilitator) | 2 |
NQO1
| NAD(P)H dehydrogenase, quinone 1 | 1 |
BCL3
| B-cell CLL/lymphoma 3 | 1 |
P2RX7
| purinergic receptor P2X, ligand-gated ion channel, 7 | 1 |
BCR
| breakpoint cluster region | 8 |
PBX1
| pre-B-cell leukemia homeobox 1 | 2 |
BRCA2
| breast cancer 2, early onset | 6 |
PML
| promyelocytic leukemia | 4 |
C12orf5
| chromosome 12 open reading frame 5 | 11 |
RUNX1
| runt-related transcription factor 1 | 1 |
CCND1
| cyclin D1 | 4 |
RYR2
| ryanodine receptor 2 (cardiac) | 2 |
CCND2
| cyclin D2 | 4 |
SEPT9
| septin 9 | 3 |
CEBPA
| CCAAT/enhancer binding protein (C/EBP), alpha | 2 |
SETBP1
| SET binding protein 1 | 1 |
DEK
| DEK oncogene | 1 |
SKA1
| spindle and kinetochore associated complex subunit 1 | |
ETV6
| ets variant 6 | 7 |
STRN4
| striatin, calmodulin binding protein 4 | 1 |
IKZF1
| IKAROS family zinc finger 1 (Ikaros) | 5 |
TAL1
| T-cell acute lymphocytic leukemia 1 | 4 |
IRF1
| interferon regulatory factor 1 | 1 |
TCF3
| transcription factor 3 | 2 |
IRF4
| interferon regulatory factor 4 | 12 |
TCL1B
| T-cell leukemia/lymphoma 1B | 1 |
IRF8
| interferon regulatory factor 8 | 5 |
TLX1
| T-cell leukemia homeobox 1 | 5 |
KDSR
| 3-ketodihydrosphingosine reductase | 2 |
ZBTB16
| zinc finger and BTB domain containing 16 | 1 |
KIT
| v-kit Hardy-Zuckerman 4 feline sarcoma viral oncogene homolog | 2 |
ZNF230
| zinc finger protein 230 | 1 |
KMT2A
| lysine (K)-specific methyltransferase 2A | 1 |
Gene symbol | SNP ID | Predicted effect on miRNA binding | |||
---|---|---|---|---|---|
miRanda | PITA | Partocles | PolymiRTS | ||
ABL1
| rs7457 C > T |
miR-23a/b ↑
|
miR-23a/b ↑
|
miR-23a/b ↑
| |
miR-96 ↑
| miR-323 ↑ | ||||
ARHGAP26
| rs187729 T > C | miR-579 ↑ |
miR-18a/b ↑
|
miR-18 ↑
| |
ATM
| rs227091 T > C |
miR-510 ↑
|
miR-214 ↑
|
miR-510 ↑
|
miR-510 ↑
|
miR-665↑ |
miR-510 ↑
|
miR-512-5p ↑
| |||
miR-665↑ | |||||
miR-744 ↓
| |||||
miR-939 ↓
| |||||
ETV6
| rs1573613 T > C |
miR-34a/c ↓
|
miR-34a/c ↓
|
miR-34b ↓
|
miR-34a/b/c ↓
|
miR-449a/b ↓
| miR-885-3p ↓ |
miR-449b ↓
| |||
miR-1207-5p ↓ | miR-1207-5p ↓ | ||||
let-7b ↓
| |||||
IRF4
| rs1877176 G > A |
miR-101 ↑
|
miR-429 ↑
|
miR-141 ↓
| |
miR-107 ↓
|
miR-200b/c ↓
| ||||
miR-141 ↓
|
miR-429 ↑
| ||||
miR-338-5p ↑ | |||||
miR-369-3p ↑
| |||||
miR-429 ↑
| |||||
IRF8
| rs10514611 C > T |
miR-330-3p ↑
|
miR-330-3p ↑
|
miR-330-3p ↑
| |
miR-562 ↑ | |||||
NBN
| rs2735383 G > C |
miR-499-5p ↑
| |||
miR-509-5p ↑ | |||||
miR-629 ↓
| |||||
PML
| rs9479 G > A |
miR-24 ↓
|
miR-383 ↑
|
miR-589-3p ↓
|
miR-589-3p ↓
|
miR-510 ↓
|
miR-510 ↓
| ||||
miR-602 ↓ |
miR-513a-5p ↓
miR-1182↑ | ||||
TLX1
| rs1051723 C > T |
miR-539 ↑
|
miR-539 ↑
|
miR-539 ↑
| |
miR-1300 ↓ | |||||
TLX1
| rs2742038 C > T | miR-591 ↑ |
miR-492 ↑
|
miR-492 ↑
|
Effects of miRSNPs on leukemia risk
SNP | Genotype | Controls (n = 471) | ALL (n = 101) | AML (n = 87) | CML (n = 140) | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
n (%) | n (%) | AdjustedaOR (95% CI) | p value | n (%) | AdjustedbOR (95% CI) | p value | n (%) | AdjustedbOR (95% CI) | p value | ||
Genetic model | (Corrected) | Genetic model | (Corrected) | Genetic model | (Corrected) | ||||||
ABL1
_rs7457 C > T
| CC |
402 (85.3%)
| 86 (85.1%) | 1.3174 (0.2688-6.4561) | 0.7339 | 78 (89.7%) | 0.5735 (0.2744-1.1984) | 0.1392 | 111 (79.3%) | 1.5191 (0.9371-2.4627) | 0.0898 |
CT |
62 (13.2%)
| 13 (12.9%) | recessive | (0.7858) | 9 (10.3%) | additive | (0.5367) | 27 (19.3%) | dominant | (0.2993) | |
TT |
7 (1.5%)
| 2 (2%) | 0 (0%) | 2 (1.4%) | |||||||
ARHGAP26
_rs187729 T > C
| TT | 110 (23.4%) | 24 (23.75%) | 1.0728 (0.6463-1.7807) | 0.7858 | 26 (30.2%) | 0.6946 (0.4173- | 0.161 | 30 (21.4%) |
1.6297 (1.0755-2.4695)
|
0.0213
|
CT | 255 (54.1%) | 53 (52.5%) | recessive | (0.7858) | 40 (46.5%) | 1.1562) | (0.5367) | 65 (46.4%) | recessive | (0.123) | |
CC | 106 (22.5%) | 24 (23.75%) | 20 (23.3%) | dominant | 45 (32.2%) | ||||||
ATM
_rs227091 T > C
| TT | 151 (32.2%) | 21 (22.6%) | 1.6473 (0.9892-2.7430) | 0.0551 | 27 (31%) | 0.7452 (0.3866-1.4366) | 0.3799 | 48 (34.3%) | 0.9103 (0.6104-1.3573) | 0.6446 |
CT | 236 (50.3%) | 52 (55.9%) | additive | (0.1377) | 48 (55.2%) | recessive | (0.5922) | 67 (47.9%) | dominant | (0.8057) | |
CC | 82 (17.5%) | 20 (12.5%) | 12 (13.8%) | 25 (17.8%) | |||||||
ETV6
_rs1573613 T > C
| TT | 158 (33.7%) |
35 (34.7%)
|
1.8994 (1.1606-3.1085)
|
0.0107
| 26 (30.2%) | 1.2629 (0.7114-2.2421) | 0.4254 | 44 (31.4%) | 0.7416 (0.4325-1.2715) | 0.2771 |
CT | 229 (48.8%) |
37 (36.6%)
| recessive |
(0.0356)
| 42 (48.9%) | recessive | (0.5922) | 77 (55%) | recessive | (0.5542) | |
CC | 82 (17.5%) |
29 (28.7%)
| 18 (20.9%) | 19 (13.6%) | |||||||
IRF4
_rs1877176 G > A
| GG | 331 (70.3%) | 75 (74.3%) | 0.7758 (0.4792-1.2560) | 0.3017 | 60 (69%) | 1.4661 (0.4608-4.6649) | 0.5170 | 101 (72.1%) | 1.2897 (0.4478-3.7139) | 0.6373 |
AG | 127 (27%) | 25 (24.7%) | additive | (0.3771) | 23 (26.4%) | recessive | (0.5922) | 34 (24.3%) | recessive | (0.8057) | |
AA | 13 (2.7%) | 1 (1%) | 4 (4.6%) | 5 (3.6%) | |||||||
IRF8
_rs10514611 C > T
| CC | 280 (59.6%) | 56 (56%) | 2.1876 (0.9232-5.1836) | 0.0753 | 50 (57.5%) | 1.1150 (0.7093-1.7526) | 0.6373 | 84 (60%) |
2.4008 (1.1189-5.1514)
|
0.0246
|
CT | 172 (36.6%) | 36 (36%) | recessive | (0.1656) | 33 (37.9%) | additive | (0.6373) | 44 (31.4%) | recessive | (0.123) | |
TT | 18 (3.8%) | 8 (8%) | 4 (4.6%) | 12 (8.6%) | |||||||
NBN
_rs2735383 G > C
| GG | 184 (39.2%) | 32 (31.7%) | 1.4140 (0.9089-2.2000) | 0.1245 | 40 (46.5%) | 0.7450 (0.4678-1.1863) | 0.2148 | 56 (40%) | 1.0854 (0.6492-1.8147) | 0.7548 |
CG | 214 (45.5%) | 50 (49.5%) | additive | (0.1778) | 32 (37.2%) | dominant | (0.537) | 61 (43.6%) | recessive | (0.8387) | |
CC | 72 (15.3%) | 19 (18.8%) | 14 (16.3%) | 23 (16.4%) | |||||||
PML
_rs9479 G > A
| GG | 113 (24%) | 37 (36.6%) |
0.5527 (0.3569-0.8560)
|
0.0079
| 30 (34.5%) |
0.6055 (0.3778-0.9706)
|
0.0372
| 37 (26.4%) | 0.7626 (0.4759-1.2221) | 0.26 |
AG | 246 (52.2%) | 43 (42.6%) | additive |
(0.0356)
| 39 (44.8%) | additive | (0.372) | 76 (54.3%) | recessive | (0.5542) | |
AA | 112 (23.8%) | 21 (20.8%) | 18 (20.7%) | 27 (19.3%) | |||||||
TLX1
_rs1051723 C > T
| CC | 224 (47.5%) | 56 (56%) | 0.7097 (0.4672-1.0782) | 0.1081 | 38 (43.7%) | 1.1586 (0.7294-1.8405) | 0.533 | 66 (47.1%) | 1.0198 (0.7076-1.4696) | 0.9164 |
CT | 208 (44.2%) | 37 (37%) | additive | (0.1778) | 43 (49.4%) | dominant | (0.5922) | 62 (44.3%) | additive | (0.9164) | |
TT | 39 (8.3%) | 7 (7%) | 6 (6.9%) | 12 (8.6%) | |||||||
TLX1
_rs2742038 C > T
| CC | 325 (69%) | 61 (60.4%) |
3.9718 (1.4314-11.0211)
|
0.0081
| 58 (66.7%) | 1.9108 (0.5019-7.2750) | 0.3424 | 97 (69.3%) | 0.3696 (0.0464-2.9453) | 0.3472 |
CT | 137 (29.1%) | 33 (32.7%) | recessive |
(0.0356)
| 26 (29.9%) | recessive | (0.5922) | 42 (30%) | recessive | (0.5787) | |
TT | 9 (1.9%) | 7 (6.9%) | 3 (3.4%) | 1 (0.7%) |
Leukemia | Number of risk genotypes carried | Controls (n = 468) n(%) | Patients n (%) | Adjusted OR (95% CI) | p value |
---|---|---|---|---|---|
ALLa | 0 | 91 (19.4%) | 5 (5.4%) | ref.c | |
n = 93 | 1 | 234 (50%) | 47 (50.5%) |
3.67 (1.41-9.53)
|
0.0327
|
2 | 126 (26.9%) | 28 (30.1%) |
4 (1.48-10.75)
|
0.0004
| |
3 or 4 | 17 (3.6%) | 13 (14%) |
13.91 (4.38-44.11)
|
<0.0001
| |
CMLb | 0 | 348 (74.4%) | 88 (62.9%) | ref.d | |
n = 140 | 1 | 116 (24.8%) | 47 (33.6%) |
1.6 (1.06-2.41)
|
0.0261
|
2 | 4 (0.8%) | 5 (3.6%) |
4.9 (1.27-18.85)
|
0.0209
|