Background
Methods
Patient recruitment
Genomic DNA extraction, SNP genotyping and linkage analysis
Statistical analysis
Results
Demographic characteristics of recruited breast cancer patients
Parameters | Values |
---|---|
Baseline | |
Age (years) | 48.4±10.2 (29–75) |
BMIa (kg m-2) | 23.36±3.79 (15.06-38.05) |
Tumor type | |
Infiltrating ductal carcinoma | 193 (86.55%) |
Ductal carcinoma in situ
| 17 (7.62%) |
Others | 11 (4.93%) |
Unknown | 2 (0.90%) |
Side | |
Right | 100 (44.84%) |
Left | 114 (51.12%) |
Both | 9 (4.04%) |
Tumor size | |
<5cm | 159 (71.30%) |
≥5cm | 26 (11.66%) |
Unknown | 38 (17.04%) |
Lymph node involvement | |
Positive | 121 (53.81%) |
Negative | 90 (40.36%) |
Unknown | 12 (5.83%) |
TMN staging | |
Stages 0-2 | 154 (69.06%) |
Stages 3-4 | 30 (13.45%) |
Unknown | 39 (17.49%) |
ER/PR status | |
Single or double positive | 144 (64.57%) |
Negative | 52 (23.32%) |
Unknown | 27 (12.11%) |
Family history | |
Positive | 13 (5.83%) |
Negative | 203 (91.03%) |
Unknown | 7 (3.14%) |
Post-surgery follow-up | |
Therapies | |
TAM only | 92 (41.26%) |
TAM and chemotherapy | 56 (25.11%) |
TAM and radiotherapy | 10 (4.48%) |
Triple therapy | 55 (24.66%) |
Unknown | 10 (4.48%) |
Recurrence | |
With | 56 (25.11%) |
Without | 167 (74.89%) |
Mortality | |
With | 33 (14.80%) |
Without | 190 (85.20%) |
Progression-free | 165 (73.99%) |
Mean survival years | |
Recurrence-free | 9.26±5.31 (0.04-24.52) |
Overall | 10.14±5.11 (0.14-24.52) |
ApoA1rs670 was associated with increased breast cancer risk
APOA1rs670 was associated with sentinel lymph node-positivity and tumor ER/PR negativity at baseline
G/G (n=90) | G/A (n=106) | A/A (n=27) |
P valuea
| |
---|---|---|---|---|
Age | 46.61±10.14 (29.25-74.55) | 49.98±10.24 (29.87-74.57) | 47.83±9.81 (29.25-67.91) | 0.067 |
BMIb
| 23.47±4.14 (15.06-34.48) | 23.03±4.16 (2.25-38.05) | 23.77±3.83 (18.18-32.05) | 0.654 |
Tumor type | ||||
Infiltrating ductal carcinoma | 73 (81.11%) | 97 (91.51%) | 23 (85.19%) | 0.332 |
Ductal carcinoma in situ
| 10 (11.11%) | 5 (4.72%) | 2 (7.41%) | |
Others | 5 (5.56%) | 4 (3.77%) | 2 (7.41%) | |
Unknown | 2 (2.22%) | 0 (0.00%) | 0 (0.00%) | |
Side | ||||
Right | 35 (38.89%) | 52 (49.06%) | 13 (48.15%) | 0.704 |
Left | 51 (56.67%) | 50 (47.17%) | 13 (48.15%) | |
Bilateral | 4 (4.44%) | 4 (3.77%) | 1 (3.70%) | |
Tumor size | ||||
<5cm | 64 (71.11%) | 76 (71.70%) | 19 (70.37%) | 0.227 |
≥5cm | 6 (6.67%) | 16 (15.09%) | 4 (14.81%) | |
Unknown | 20 (22.22%) | 14 (13.21%) | 4 (14.81%) | |
Lymph node involvement | ||||
Positive | 22 (24.44%) | 55 (51.89%) | 13 (48.15%) |
0.002
|
Negative | 61 (67.78%) | 46 (43.40%) | 14 (51.85%) | |
Unknown | 7 (7.78%) | 5 (4.72%) | 0 (0.00%) | |
TMN staging | ||||
Stages 0-2 | 63 (70.00%) | 71 (66.98%) | 20 (74.07%) | 0.194 |
Stages >2 | 7 (7.78%) | 19 (17.92%) | 4 (14.81%) | |
Unknown | 20 (22.22%) | 16 (15.09%) | 3 (11.11%) | |
ER/PR status | ||||
Single or double positive | 63 (70.00%) | 68 (64.15%)) | 13 (48.15%) |
0.006
|
Negative | 13 (14.44%) | 26 (24.53%) | 13 (48.15%) | |
Unknown | 14 (15.56%) | 12 (11.32%) | 1 (3.70%) | |
Family history | ||||
Positive | 4 (4.44%) | 3 (2.83%) | (0.00%) | 0.823 |
Negative | 81 (90.00%) | 97 (91.51%) | 25 (92.59%) | |
Unknown | 5 (5.56%) | 6 (5.66%) | 2 (7.41%) |
Multinominal logistic regression (using APOA1 rs670 G/G as reference) | ||||||
---|---|---|---|---|---|---|
APOA1 rs670 G/A |
APOA1 rs670 A/A | |||||
OR | 95% Cl | P value | OR | 95% Cl | P value | |
Tumor type (using infiltrating ductal carcinoma as reference) | ||||||
Ductal carcinoma in situ
| 0.38 | 0.12-1.15 | 0.086 | 0.64 | 0.13-3.11 | 0.575 |
Others | 0.6 | 0.16-2.32 | 0.461 | 1.27 | 0.23-6.99 | 0.784 |
Unknown | 0 | 0-0 | N/A | 0 | 0-0 | N/A |
Side (using right as reference) | ||||||
Left | 0.66 | 0.37-1.18 | 0.160 | 0.69 | 0.28-1.66 | 0.402 |
Bilateral | 0.67 | 0.16-2.87 | 0.593 | 0.67 | 0.07-6.59 | 0.734 |
Tumor size (using <5cm as reference) | ||||||
≥5cm | 2.25 | 0.83-6.08 | 0.111 | 2.25 | 0.57-8.79 | 0.245 |
Unknown | 0.59 | 0.28-1.26 | 0.173 | 0.67 | 0.21-2.21 | 0.515 |
Lymph node involvement (using positive as reference) | ||||||
Negative | 3.32 | 1.77-6.20 | <0.001
| 2.58 | 1.05-6.32 |
0.039
|
Unknown | 0.95 | 0.28-3.18 | 0.930 | 0 | 0-0 | N/A |
TMN staging (using stages 0–2 as reference) | ||||||
Stages >2 | 2.41 | 0.95-6.11 | 0.064 | 1.8 | 0.48-6.79 | 0.385 |
Unknown | 0.71 | 0.34-1.49 | 0.364 | 0.47 | 0.13-1.76 | 0.263 |
ER/PR status (using positive as reference) | ||||||
Negative | 1.85 | 0.88-3.92 | 0.106 | 4.85 | 1.83-12.83 |
0.001
|
Unknown | 0.79 | 0.34-1.85 | 0.592 | 0.35 | 0.04-2.87 | 0.326 |
Family history (using negative as reference) | ||||||
Positive | 0.63 | 0.14-2.88 | 0.548 | 0 | 0-0 | N/A |
Unknown | 1 | 0.30-3.40 | 0.997 | 1.3 | 0.24-7.09 | 0.765 |
APOA1rs670 A allele carriage was associated with poor post-surgery outcomes
G/G (n=90) | G/A (n=106) | A/A (n=27) |
P valuea
| |
---|---|---|---|---|
Recurrence | 15 (16.67%) | 30 (28.30%) | 11 (40.74%) |
0.021
|
Mortality | 8 (8.89%) | 15 (14.15%) | 10 (37.04%) |
0.002
|
Mean survival years | ||||
Recurrence-free | 9.63±4.97 (0.16-21.38) | 10.03±5.45 (0.04-24.52) | 5.36±4.11 (0.18-17.21) | <0.001
|
Overall | 10.30±4.67 (0.16-21.38) | 10.98±5.32 (0.14-24.52) | 6.33±4.00 (0.55-17.21) | <0.001
|
rs670 | Unadjusted | Lymph node-adjusteda
| ER/PR-adjustedb
| ||||
---|---|---|---|---|---|---|---|
OR (95% CI) |
P value | OR (95% CI) |
Pvalue | OR (95% CI) |
P value | ||
Recurrence | G/G | 1.00 | - | 1.00 | - | 1.00 | - |
G/A | 2.07 (1.03-4.14) |
0.041
| 1.57 (0.74-3.33) | 0.238 | 2.49 (1.14-5.44) |
0.022
| |
A/A | 3.44 (1.33-8.86) |
0.011
| 2.83 (1.05-7.61) | 0.040 | 3.08 (1.08-8.78) |
0.035
| |
Mortality | G/G | 1.00 | - | 1.00 | - | 1.00 | - |
G/A | 1.82 (0.74-4.48) | 0.191 | 2.25 (0.83-6.11) | 0.112 | 1.05 (0.4-2.76) | 0.925 | |
A/A | 6.03 (2.08-17.51) |
0.001
| 5.14 (1.56-16.97) |
0.007
| 4.45 (1.4-14.15) |
0.010
|
APOA1rs670 A/A carriers had the worst outcome in lymph node-negative patients
Unadjusted | Adjusted (n=186) | |||
---|---|---|---|---|
HR (95% CI) |
P value | HR (95% CI) |
P value | |
Recurrence | ||||
Lymph node positivitya
| 2.86 (1.65-4.96) | <0.001
| 2.20 (1.18-4.10) |
0.013
|
ER/PR negativityb
| 1.90 (1.08-3.37) |
0.027
| 1.53 (0.85-2.77) | 0.156 |
Age | 1.01 (0.98-1.04) | 0.479 | - | - |
BMIc
| 1.00 (0.93-1.08) | 1.000 | - | - |
Combined therapyd
| 2.64 (1.46-4.78) |
0.001
| 2.03 (1.01-4.08) |
0.046
|
APOA1 rs670 A/Ae
| 4.02 (2.22-9.96) |
0.001
| 3.02 (1.25-7.29) |
0.014
|
Mortality | ||||
Lymph node positivitya
| 6.01 (2.62-13.80) | <0.001
| 2.09 (1.01-4.29) |
0.046
|
ER/PR negativityb
| 2.30 (1.13-4.70) |
0.022
| 4.54 (1.88-10.94) |
0.001
|
Age | 1.03 (0.99-1.06) | 0.127 | - | - |
BMIc
| 1.00 (0.91-1.10) | 0.942 | - | - |
Combined therapyd
| 3.45 (1.50-7.98) |
0.004
| 2.11 (0.84-5.31) | 0.114 |
APOA1 rs670 A/Ae
| 6.30 (2.47-16.08) | <0.001
| 4.47 (1.56-12.79) |
0.005
|
Cox proportional hazard regression | ||||||
---|---|---|---|---|---|---|
Lymph node negative (n=121) | Lymph node positive (n=90) | |||||
HR | 95% CI |
P value | HR | 95% CI |
P value | |
Recurrence | ||||||
ER/PR negativitya
| 2.06 | 0.80-5.31 | 0.136 | 0.62 | 0.30-0.62 | 0.202 |
Age | 1.01 | 0.96-1.05 | 0.788 | 1.01 | 0.98-1.01 | 0.582 |
BMI | 0.95 | 0.84-1.08 | 0.450 | 1.02 | 0.92-1.02 | 0.703 |
Combined therapyb
| 2.02 | 0.83-4.93 | 0.120 | 2.12 | 0.85-5.29 | 0.107 |
APOA1 rs670 A/Ac
| 4.98 | 1.40-17.70 |
0.013
| 2.46 | 0.86-2.46 | 0.093 |
Mortality | ||||||
ER/PR negativitya
| 0.24 | 0.05-1.08 | 0.064 | 0.52 | 0.22-1.18 | 0.118 |
Age | 1.05 | 0.98-1.13 | 0.196 | 1.02 | 0.99-1.06 | 0.262 |
BMI | 0.89 | 0.71-1.11 | 0.296 | 1.03 | 0.91-1.16 | 0.648 |
Combined therapyb
| 1.83 | 0.41-8.18 | 0.430 | 2.65 | 0.89-7.88 | 0.081 |
APOA1 rs670 A/Ac
| 9.87 | 1.60-60.81 |
0.014
| 2.86 | 0.96-8.55 | 0.060 |