| Literature DB >> 22640376 |
Hyuna Sung1, Ji-Yeob Choi, Sang-Ah Lee, Kyoung-Mu Lee, Sohee Han, Sujee Jeon, Minkyo Song, Yunhee Lee, Sue K Park, Keun-Young Yoo, Dong-Young Noh, Sei-Hyun Ahn, Daehee Kang.
Abstract
BACKGROUND: Although a number of experimental studies have suggested the role of lipocalin-2 (LCN2) and matrix metalloproteinase-9 (MMP-9) in breast cancer progression, limited numbers of epidemiological studies have examined the relationship between the levels of lipocalin-2 and MMP-9 and breast cancer survival.Entities:
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Year: 2012 PMID: 22640376 PMCID: PMC3479006 DOI: 10.1186/1471-2407-12-193
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.430
Figure 1Serum levels of (a) lipocalin-2 and (b) MMP-9 depicted as box-plots. The levels of both markers were compared between breast cancer cases ( N = 303) and age and sex matched healthy controls ( N = 74). Lines inside boxes represent the median value and each box represents the interquartile range. Lines extend to minimum and maximum values excluding extreme values (circles). P-value was calculated from non-parametric Wilcoxon signed rank test.
Hazard ratios for disease-free survival of breast cancer
| | ||||||||
|---|---|---|---|---|---|---|---|---|
| F/U duration (median), days | 67-1930 (1540) | 67-1930 (1161) | | | | | ||
| Age, mean (SD) | 46.6 (10.7) | 46.5 (11.4) | 0.99 (0.79-1.23) | 0.897 | 1.00 (0.98-1.02) | 0.911 | ||
| < 39 | 81 | 26.7 | 25 | 28.7 | 1.00 | | 1.00 | |
| 40-49 | 108 | 35.6 | 29 | 33.3 | 0.85 (0.50-1.46) | 0.557 | 1.21 (0.68-2.16) | 0.525 |
| 50 ≤ | 114 | 37.7 | 33 | 37.9 | 0.83 (0.49-1.41) | 0.496 | 0.97 (0.54-1.76) | 0.926 |
| Menopausal statusb | | | | | | | | |
| Premenopausal | 191 | 63.3 | 54 | 62.1 | 1.00 | | 1.00 | |
| Postmenopausal | 111 | 36.8 | 33 | 37.9 | 1.02 (0.66-1.58) | 0.915 | 1.01 (0.62-1.64) | 0.982 |
| BMI, mean (SD) | 23.3 (3.17) | 23.5 (3.39) | | | | | ||
| < 25 kg/m2 | 229 | 75.6 | 62 | 71.3 | 1.00 | | 1.00 | |
| ≥ 25 kg/m2 | 74 | 24.4 | 25 | 28.7 | 1.11 (0.70-1.77) | 0.665 | 1.10 (0.66-1.81) | 0.723 |
| TNM stage | | | | | | | | |
| I | 115 | 38 | 18 | 20.7 | 1.00 | | 1.00 | |
| IIA -IIB | 123 | 40.5 | 36 | 41.4 | 1.89 (1.06-3.37) | 0.031 | 1.46 (0.78-2.73) | 0.242 |
| IIIA -IIIC | 65 | 21.5 | 33 | 37.9 | 3.97 (2.20-7.13) | <.0001 | 4.41 (2.27-8.57) | <.0001 |
| Tumor size | | | | | | | | |
| < 2 cm | 159 | 52.5 | 26 | 29.9 | 1.00 | | 1.00 | |
| ≥ 2 cm | 144 | 47.5 | 61 | 70.1 | 2.78 (1.74-4.44) | <.0001 | 2.42 (1.46-4.02) c | <.0001 |
| Lymph node status | | | | | | | | |
| Negative | 170 | 56.1 | 40 | 46 | 1.00 | | 1.00 | |
| Positive | 133 | 43.9 | 47 | 54 | 1.54 (1.27-1.86) | <.0001 | 1.47 (0.93-2.31) d | 0.092 |
| Histologic gradeb | | | | | | | | |
| I-II | 160 | 55.4 | 32 | 39 | 1.00 | | 1.00 | |
| III | 129 | 44.6 | 50 | 61 | 2.11 (1.35-3.30) | 0.001 | 1.36 (0.81-2.28) | 0.248 |
| Nuclear gradeb | | | | | | | | |
| I-II | 145 | 54.6 | 33 | 39.8 | 1.00 | | 1.00 | |
| III | 133 | 45.4 | 50 | 60.2 | 1.96 (1.26-3.06) | 0.003 | 1.16 (0.70-1.95) | 0.564 |
| ER status | | | | | | | | |
| Positive | 173 | 57.1 | 36 | 41.4 | 1.00 | | 1.00 | |
| Negative | 130 | 42.9 | 51 | 58.6 | 2.40 (1.56-3.70) | <.0001 | 2.34 (1.46-3.75) | <.0001 |
| PR status | | | | | | | | |
| Positive | 159 | 52.5 | 33 | 37.9 | 1.00 | | 1.00 | |
| Negative | 144 | 47.5 | 54 | 62.1 | 2.19 (1.41-3,.39) | 0.001 | 1.45 (0.79-2.65) | 0.235 |
| Adjuvant chemotherapyb | | | | | | | | |
| Yes | 216 | 72.7 | 74 | 87.1 | 1.00 | | 1.00 | |
| No | 81 | 27.3 | 11 | 12.9 | 0.34 (0.17-0.65) | 0.001 | 0.61 (0.26-1.41) | 0.249 |
| Radiation therapyb | | | | | | | | |
| Yes | 184 | 61.7 | 49 | 57.7 | 1.00 | | 1.00 | |
| No | 114 | 38.3 | 36 | 42.4 | 1.26 (0.81-1.94) | 0.310 | 2.08 (1.24-3.49) | 0.006 |
| Hormone receptor therapyb | | | | | | | | |
| Yes | 198 | 66.2 | 41 | 47.7 | 1.00 | | 1.00 | |
| No | 101 | 33.8 | 45 | 52.3 | 2.65 (1.73-4.06) | <.0001 | 2.03 (0.90-4.60) | 0.089 |
a Adjusted for BMI (< 25 and ≥25 kg/m2), TNM stage (I, II, and III), ER status (positive and negative) and radiation therapy (yes and no).
b Due to missing information, total frequency is less than 303.
c Adjusted for BMI (< 25 and ≥25 kg/m2), lymph node status (yes and no), ER status (positive and negative) and radiation therapy (yes and no).
d Adjusted for BMI (< 25 and ≥25 kg/m2), tumor size (< 2 and ≥2 cm2), ER status (positive and negative) and radiation therapy (yes and no).
HR, hazard ratio; CI, confidence interval; BMI, body mass index; ER, estrogen receptor; PR, progesterone receptor.
The distributions of demographic and clinicophathological characteristics according to tertile of lipocalin-2 and MMP-9 in all patients
| | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| | ||||||||||||
| Age, mean (SD) | 46.5 (11.6) | 47.3 (10.6) | 45.9 (9.9) | 0.67b | 48.2 (10.5) | 44.4 (9.8) | 47.1 (11.5) | 0.58b | ||||
| Premenopausal status, % | 65.0 | 60.4 | 64.4 | 0.93 | 53.0 | 72.6 | 64.0 | 0.11 | ||||
| BMI < 25 kg/m2, % | 82.0 | 74.5 | 70.3 | 0.05 | 77.0 | 78.4 | 71.3 | 0.35 | ||||
| TNM stage, % | ||||||||||||
| I | 32.0 | 40.2 | 41.6 | 0.59 | 35.0 | 46.1 | 32.7 | 0.72 | ||||
| IIA –IIB | 48.0 | 39.2 | 34.7 | | 39.0 | 35.3 | 47.5 | | ||||
| IIIA –IIIC | 20.0 | 20.6 | 23.8 | | 26.0 | 18.6 | 19.8 | | ||||
| Tumor size < 2cm, % | 46.0 | 53.9 | 57.4 | 0.11 | 47.0 | 62.8 | 47.5 | 0.95 | ||||
| Lymph-node negative, % | 57.0 | 54.9 | 56.4 | 0.94 | 55.0 | 60.8 | 52.5 | 0.72 | ||||
| Histologic grade I-II, % | 48.9 | 61.2 | 55.7 | 0.36 | 48.4 | 62.2 | 55.2 | 0.35 | ||||
| Nuclear grade I-II, % | 51.6 | 58.0 | 54.1 | 0.73 | 52.1 | 57.0 | 54.6 | 0.72 | ||||
| ER positive, % | 56.0 | 59.8 | 55.5 | 0.94 | 53.0 | 61.8 | 56.4 | 0.63 | ||||
| PR positive, % | 51.0 | 54.9 | 51.5 | 0.95 | 48.0 | 58.8 | 50.5 | 0.73 | ||||
| Adjuvant chemotherapy Yes, % | 75.8 | 66.7 | 75.8 | 0.99 | 74.2 | 70.0 | 74.0 | 0.98 | ||||
| Radiation therapy Yes, % | 62.2 | 58.0 | 65.0 | 0.69 | 67.7 | 60.6 | 57.0 | 0.12 | ||||
| Hormone receptor therapy Yes, % | 63.6 | 69.0 | 66.0 | 0.73 | 62.6 | 70.0 | 66.0 | 0.61 | ||||
a Mantel-Haenszel chi-square test.
b Pearson correlation coefficients test.
Multivariate–adjusted hazard ratios for disease-free survival of lipocalin-2 and MMP-9
| Lipocalin-2 | continuous | | | 1.06 (1.02-1.09) | 0.001 |
| (ng/ml) | t1 | 100 | 22 | 1.00 (reference) | |
| | t2 | 102 | 35 | 1.96 (1.12-3.43) | 0.018 |
| | t3 | 101 | 30 | 1.93 (1.07-3.47) | 0.028 |
| | | | 1.36 (1.03-1.79) | 0.029 | |
| MMP-9 | continuous | | | 1.02 (0.99-1.06) | 0.136 |
| (ng/ml) | t1 | 100 | 22 | 1.00 (reference) | |
| | t2 | 102 | 34 | 1.95 (1.12-3.39) | 0.018 |
| | t3 | 101 | 31 | 1.70 (0.97-2.99) | 0.065 |
| | | | 1.28 (0.99-1.67) | 0.063 | |
| Combined scoreb | low | 101 | 24 | 1.00 (reference) | |
| | medium | 100 | 28 | 1.55 (0.88-2.74) | 0.130 |
| | high | 102 | 35 | 2.22 (1.29-3.84) | 0.004 |
| 1.49 (1.14-1.95) | 0.004 | ||||
a Adjusted for BMI (< 25 and ≥25 kg/m2), TNM stage (I, II, and III), ER status (positive and negative) and radiation therapy (yes and no).
b The subjects were categorized into three groups based on the tertiles of combined score: low (1.092-3.463), medium (3.464-4.997) and high (4.998-14.276) score groups.
Figure 2The ROC curve of the final model. The naïve model was fitted with Cox proportional hazard regression model using combined score (continuous) adjusted for BMI (< 25 and ≥25 kg/m2), TNM stage (I, II, and III), ER status (positive and negative) and radiation therapy (yes and no). The prediction error fitted ROC was estimated using 10-fold cross validation. Among the 303 patients, 298 subjects were used in ROC analysis since the subjects with missing values of any covariates were excluded.
Hazard ratios for disease-free survival and the combined risk scores of serum lipocalin-2 and MMP-9 levels according to BMI and lymph node status
| BMI < 25 | t1 | 81 | 17 | 1.00 (reference) | | 0.031 |
| t2 | 77 | 20 | 1.74 (0.88-3.42) | 0.110 | | |
| | t3 | 71 | 25 | 3.17 (1.66-6.06) | <.0001 | |
| | | | 1.78 (1.29-2.46) | <.0001 | | |
| BMI ≥ 25 | t1 | 20 | 13 | 1.00 (reference) | | |
| t2 | 23 | 15 | 0.92 (0.27-3.08) | 0.886 | | |
| | t3 | 31 | 21 | 0.92 (0.32-2.63) | 0.881 | |
| | | | 0.96 (0.57-1.62) | 0.891 | | |
| LN – | t1 | 57 | 9 | 1.00 (reference) | | 0.094 |
| t2 | 55 | 12 | 3.28 (1.19-9.07) | 0.022 | | |
| | t3 | 58 | 19 | 5.36 (2.18-13.2) | <.0001 | |
| | | | 2.21 (1.45-3.35) | <.0001 | | |
| LN + | low | 44 | 29 | 1.00 (reference) | | |
| medium | 45 | 29 | 1.31 (0.64-2.68) | 0.462 | | |
| | high | 44 | 28 | 1.43 (0.69-2.95) | 0.335 | |
| 1.20 (0.84-1.71) | 0.328 |
a The subjects were categorized into three groups based on the tertiles of combined score: low (1.092-3.463), medium (3.464-4.997) and high (4.998-14.276) score groups.
b Adjusted for BMI (< 25 and ≥ 25 kg/m2), TNM stage (I, II, and III), ER status (positive and negative) and radiation therapy (Yes and No). For stratified analysis by BMI group, the stratification variable of interest (BMI) was not included as covariate in the model.
LN –, lymph-node negative; LN +, lymph-node positive.