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. 2017 Jun 5;38(8):789–796. doi: 10.1093/carcin/bgx055

Table 1.

P value of pathway- and gene-level tests with risk of overall, ER+ and ER− breast cancer

Gene Chromosome Number of total SNPsa Number of effective SNPsa P value
Overall ER+ ER−
Pathway 37658 10688 0.006 0.16 0.046
Pathway excluding top gene 37498 10623 0.54 0.85
AKT1 14 348 146 0.90 0.70 0.16
AKT2 19 392 90 0.61 0.06 0.14
AKT3 1 1794 289 0.06 0.42 0.36
BRAF 7 1101 153 0.67 0.65 0.63
CAB39 2 877 173 0.24 0.35 0.51
CAB39L 13 1111 348 0.75 0.004 0.96
DDIT4 10 114 39 0.76 0.43 0.98
EEF2K 16 486 125 0.87 0.60 0.31
EIF4B 12 332 76 0.48 0.43 0.39
EIF4E 4 517 86 0.82 0.02 0.27
EIF4E1B 5 247 129 0.55 0.052 0.35
EIF4E2 2 421 109 0.63 0.12 0.72
EIF4EBP1 8 286 82 0.38 0.95 0.55
EIF4G1 3 190 72 0.39 0.49 0.29
FIGF X 276 91 0.20 0.87 0.19
HIF1A 14 406 111 0.17 0.032 0.95
IGF1 12 477 125 0.10 0.38 0.41
INS 11 100 59 0.76 0.36 0.77
MAPK1 22 892 154 0.63 0.29 0.53
MAPK3 16 111 47 0.82 0.60 0.79
MLST8 16 143 71 0.48 0.83 0.49
MTOR 1 1163 192 0.032 0.08 0.62
PDPK1 16 235 72 0.37 0.55 0.48
PGF 14 204 98 0.71 0.63 0.55
PIK3CA 3 562 100 0.84 0.86 0.74
PIK3CB 3 660 105 0.09 0.32 0.27
PIK3CD 1 585 215 0.39 0.14 0.31
PIK3CG 7 347 99 0.88 0.58 0.27
PIK3R1 5 640 221 0.08 0.21 0.64
PIK3R2 19 218 68 0.13 0.33 0.61
PIK3R3 1 797 144 0.72 0.21 0.15
PIK3R5 17 830 339 0.13 0.10 0.69
PPM1A 14 460 94 0.24 0.73 0.73
PRKAA1 5 346 75 0.43 0.37 0.13
PRKAA2 1 589 137 0.97 0.43 0.18
PRKAB1 12 191 63 0.77 0.95 0.23
PRKAB2 1 268 64 0.06 0.78 0.68
PRKAG1 12 109 41 0.16 0.32 0.39
PRKAG2 7 2953 1239 0.53 0.48 0.98
PRKAG3 2 160 65 0.00003b 0.09 0.17
RHEB 7 530 158 0.35 0.75 0.87
RICTOR 5 990 169 0.35 0.11 0.31
RPS6 9 225 57 0.86 0.45 0.75
RPS6KA1 1 408 132 0.47 0.10 0.18
RPS6KA2 6 4147 1622 0.09 0.69 0.11
RPS6KA3 X 417 101 0.045 0.16 0.001
RPS6KA6 X 541 95 0.14 0.43 0.04
RPS6KB1 17 340 72 0.77 0.85 0.67
RPS6KB2 11 117 48 0.96 0.99 0.55
RPTOR 17 4113 1110 0.75 0.94 0.82
STK11 19 205 94 0.37 0.64 0.10
STRADA 17 386 78 0.86 0.69 0.78
STRADB 2 186 38 0.09 0.006 0.65
TSC1 9 492 107 0.14 0.28 0.57
TSC2 16 301 146 0.915 0.32 0.49
ULK1 12 283 104 0.28 0.34 0.51
ULK2 17 656 152 0.97 0.80 0.13
ULK3 15 118 49 0.70 0.92 0.67
VEGFA 6 229 102 0.69 0.96 0.12
VEGFB 11 121 42 0.74 0.96 0.14
VEGFC 4 915 206 0.71 0.86 0.76

aFor each candidate gene, its start and end chromosomal positions plus 10 kb upstream and 10 kb downstream were determined using the UCSC Genome Browser. SNPs within each gene region were extracted from The Root Consortium GWAS data and defined as ‘total SNPs’. ‘Effective SNPs’ means the remaining SNPs after excluding the SNPs with MAF < 0.01 and the SNPs with a lower MAF in every pair of SNPs with correlation r2 ≥ 0.8.

bOnly P value for PRKAG3 remained significant after Bonferroni correction.