| Literature DB >> 25663855 |
Gul Alco1, Atilla Bozdogan2, Derya Selamoglu3, Kezban Nur Pilanci4, Sitki Tuzlali5, Cetin Ordu4, Sefik Igdem6, Sait Okkan1, Maktav Dincer1, Gokhan Demir4, Vahit Ozmen7.
Abstract
The aim of the present study was to identify the optimal Ki-67 cut-off value in breast cancer (BC) patients, and investigate the association of Ki-67 expression levels with other prognostic factors. Firstly, a retrospective search was performed to identify patients with stage I-III BC (n=462). A range of Ki-67 index values were then assigned to five groups (<10, 10-14, 15-19, 20-24 and ≥25%). The correlation between the Ki-67 index and other prognostic factors [age, tumor type, histological and nuclear grade, tumor size, multifocality, an in situ component, lymphovascular invasion (LVI), estrogen and progesterone receptor (ER/PR) expression, human epidermal growth factor receptor (HER-2) status, axillary involvement and tumor stage] were investigated in each group. The median Ki-67 value was revealed to be 20% (range, 1-95%). A young age (≤40 years old), tumor type, size and grade, LVI, ER/PR negativity and HER-2 positivity were revealed to be associated with the Ki-67 level. Furthermore, Ki-67 was demonstrated to be negatively correlated with ER/PR expression (P<0.001), but positively correlated with tumor size (P<0.001). The multivariate analysis revealed that a Ki-67 value of ≥15% was associated with the largest number of poor prognostic factors (P=0.036). In addition, a Ki-67 value of ≥15% was identified to be statistically significant in association with certain luminal subtypes. The rate of disease-free survival was higher in patients with luminal A subtype BC (P=0.036). Following the correlation analysis for the Ki-67 index and the other prognostic factors, a Ki-67 value of ≥15% was revealed to be the optimal cut-off level for BC patients.Entities:
Keywords: Ki-67; age; breast cancer; cut-off value; molecular subtypes; prognostic factors
Year: 2015 PMID: 25663855 PMCID: PMC4315001 DOI: 10.3892/ol.2015.2852
Source DB: PubMed Journal: Oncol Lett ISSN: 1792-1074 Impact factor: 2.967
Median Ki-67 levels according to molecular classification and histological type.
| Tumor characteristics | n | % | Median Ki-67, % | Median tumor size, mm |
|---|---|---|---|---|
| Molecular subtype | ||||
| Luminal A/B1 (ER/PR+HER−) | 313 | 67.7 | 10 | 20.0 |
| Luminal B2 (ER/PR+HER+) | 66 | 14.3 | 30 | 20.0 |
| Triple negative (ER−PR−HER2−) | 50 | 10.8 | 75 | 24.5 |
| HER-2-enriched (ER−PR−HER2+) | 33 | 7.1 | 40 | 28.0 |
| Total | 462 | 100.0 | 20 | 20.0 |
| Histological type | ||||
| Invasive ductal cancer | 368 | 79.7 | 20 | |
| Other | 94 | 20.3 | 10 | |
HER, human epidermal growth factor receptor; ER, estrogen receptor; PR, progesterone receptor.
Patients characteristics (n=462).
| Patient characteristics | n | % | Median | Min-max |
|---|---|---|---|---|
| Age, years | 462 | - | 49 | 23–87 |
| ≤40 | 113 | 24.5 | ||
| >40 | 349 | 75.5 | ||
| Tumor type | ||||
| IDC | 368 | 79.7 | ||
| ILC | 20 | 4.3 | ||
| Other | 74 | 16.0 | ||
| Focality | ||||
| Unifocal | 384 | 83.1 | ||
| Multifocal/multicentric | 78 | 16.9 | ||
| Histological grade | ||||
| I–II | 216 | 46.8 | ||
| III | 246 | 53.2 | ||
| Nuclear grade | ||||
| I–II | 173 | 37.4 | ||
| III | 289 | 62.6 | ||
| Lymphovascular invasion | ||||
| Present | 209 | 45.2 | ||
| Absent | 253 | 54.8 | ||
| DCIS | ||||
| Present | 332 | 71.9 | ||
| Absent | 130 | 28.1 | ||
| Tumor size, mm | 462 | - | 20 | 1–110 |
| pT stage | ||||
| I | 247 | 53.5 | ||
| II–IV | 215 | 46.5 | ||
| pN stage | ||||
| 0 | 240 | 51.9 | ||
| I–III | 222 | 48.1 | ||
| pStage | ||||
| I | 166 | 35.9 | ||
| II | 198 | 42.9 | ||
| III | 98 | 21.2 | ||
| ER | ||||
| Positive | 376 | 81.4 | ||
| Negative | 86 | 18.6 | ||
| PR | ||||
| Positive | 309 | 66.9 | ||
| Negative | 153 | 33.1 | ||
| HER-2 expression | ||||
| Positive | 99 | 21.4 | ||
| Negative | 363 | 78.6 | ||
| Ki-67 expression, % | 462 | - | 20 | 1–95 |
| <15 | 181 | 39.2 | ||
| ≥15 | 281 | 60.8 | ||
ER, estrogen receptor; PR, progesterone receptor; HER-2, human epidermal growth factor receptor-2; IDC, invasive ductal carcinoma; pT, pathological tumor; pN, pathological nodal.
Prognostic factors associated with Ki-67 expression (n=462).
| Ki-67 expression, % | ||||||
|---|---|---|---|---|---|---|
|
| ||||||
| Prognostic factor | <10, n (%) | 10–14, n (%) | 15-<20, n (%) | 20–24, n (%) | ≥25, n (%) | P-value |
| Age, years | <0.001 | |||||
| >40 | 86 (84.3) | 69 (87.3) | 29 (76.3) | 35 (83.3) | 130 (64.7) | |
| ≤40 | 16 (15.7) | 10 (12.7) | 9 (23.7) | 7 (16.7) | 71 (35.3) | a-bcde |
| Tumor type | 0.001 | |||||
| IDC | 69 (67.6) | 58 (73.4) | 33 (86.8) | 34 (81.0) | 174 (86.6) | |
| Other | 33 (32.4) | 21 (26.6) | 5 (13.2) | 8 (19.0) | 27 (13.4) | ab-cd |
| pT stage | <0.001 | |||||
| I | 76 (74.5) | 41 (51.9) | 23 (60.5) | 20 (47.6) | 87 (43.3) | a-b |
| II–III | 26 (25.5) | 38 (48.1) | 15 (39.5) | 22 (52.4) | 114 (56.7) | a-bcde |
| pN stage | 0.091 | |||||
| 0 | 64 (62.7) | 43 (54.4) | 16 (42.1) | 19 (45.2) | 98 (48.8) | |
| I–III | 38 (37.3) | 36 (45.6) | 22 (57.9) | 23 (54.8) | 103 (51.2) | ab-cd |
| pStage | 0.004 | |||||
| I | 55 (53.9) | 30 (38.0) | 13 (34.2) | 12 (28.6) | 56 (27.9) | a-b |
| II | 35 (34.3) | 30 (38.0) | 17 (44.7) | 20 (47.6) | 96 (47.8) | a-bcde |
| III | 12 (11.8) | 19 (24.1) | 8 (21.1) | 10 (23.8) | 49 (24.4) | |
| Focality | 0.951 | |||||
| Unifocal | 84 (82.4) | 65 (82.3) | 33 (86.8) | 36 (85.7) | 166 (82.6) | |
| Multifocal/multicentric | 18 (17.6) | 14 (17.7) | 5 (13.2) | 6 (14.3) | 35 (17.4) | |
| HG | <0.001 | |||||
| I–II | 87 (85.3) | 56 (70.9) | 21 (55.3) | 19 (45.2) | 33 (16.4) | a-b |
| III | 15 (14.7) | 23 (29.1) | 17 (44.7) | 23 (54.8) | 168 (83.6) | a-bcde |
| NG | <0.001 | |||||
| I–II | 70 (68.6) | 44 (55.7) | 12 (31.6) | 17 (40.5) | 30 (14.9) | b-c |
| III | 32 (31.4) | 35 (44.3) | 26 (68.4) | 25 (59.5) | 171 (85.1) | a-bcde |
| LVI | 0.001 | |||||
| Present | 30 (29.4) | 31 (39.2) | 23 (60.5) | 21 (50.0) | 104 (51.7) | b-c |
| Absent | 72 (70.6) | 48 (60.8) | 15 (39.5) | 21 (50.0) | 97 (48.3) | a-bcde |
| EIC | 0.530 | |||||
| Present | 67 (65.7) | 59 (74.7) | 27 (71.1) | 29 (69.0) | 150 (74.6) | |
| Absent | 35 (34.3) | 20 (25.3) | 11 (28.9) | 13 (31.0) | 51 (25.4) | |
| ER | <0.001 | |||||
| Positive | 99 (97.1) | 76 (96.2) | 36 (94.7) | 39 (92.9) | 126 (62.7) | |
| Negative | 3 (2.9) | 3 (3.8) | 2 (5.3) | 3 (7.1) | 75 (37.3) | a-bcde |
| PR | <0.001 | |||||
| Positive | 84 (82.4) | 65 (82.3) | 31 (81.6) | 32 (76.2) | 97 (48.3) | |
| Negative | 18 (17.6) | 14 (17.7) | 7 (18.4) | 10 (23.8) | 104 (51.7) | a-bcde |
| HER-2 | <0.001 | |||||
| Negative | 102 (100.0) | 69 (87.3) | 29 (76.3) | 28 (66.7) | 135 (67.2) | a-b |
| Positive | 0 (0.0) | 10 (12.7) | 9 (23.7) | 14 (33.3) | 66 (32.8) | a-bcde |
pT, pathological tumor; pN, pathological nodal; HG, histological grade; NG, nuclear grade; LVI, lymphovascular invasion; EIC, extensive intraductal component; ER, estrogen receptor; PR, progesterone receptor; HER-2, human epidermal growth factor receptor-2. Letters are representative of each column: a, <10%; b, 10–14%; c, 15–20%; d, 20–24%; and e, ≥25%.
P<0.05;
P<0.01; and
P<0.001. (Pearson χ2, continuity correction and Fisher’s exact tests).
Figure 1Regression analysis revealing the association between the hormone receptor positivity ratios and Ki-67 expression (n=462).
Figure 2Regression analysis revealing the association between Ki67 expression and tumor size (n=462).
Independent prognostic factors associated with Ki-67 expression (n=462).
| A, ≥10% Ki-67 | ||||||
|---|---|---|---|---|---|---|
|
| ||||||
| Factors | B | S.E. | Wald | df | P-value | Exp(B) |
| IDC histology | 0.747 | 0.290 | 6.612 | 1 | 0.010 | 2.110 |
| Large tumor size (20 mm) | 1.020 | 0.276 | 13.615 | 1 | 0.000 | 2.772 |
| HG III | 2.154 | 0.306 | 49.675 | 1 | 0.000 | 8.623 |
| Constant value | 1.472 | 0.172 | 73.421 | 1 | 0.000 | 4.356 |
|
| ||||||
| B, ≥15% Ki-67 | ||||||
|
| ||||||
| Factors | B | S.E. | Wald | df | P-value | Exp(B) |
|
| ||||||
| Age (≤40 years) | 0.718 | 0.290 | 6.105 | 1 | 0.013 | 2.049 |
| Histologic type (IDC) | 0.657 | 0.287 | 5.241 | 1 | 0.022 | 1.929 |
| ER negativity | 1.423 | 0.473 | 9.068 | 1 | 0.003 | 4.150 |
| HG III | 1.822 | 0.247 | 54.588 | 1 | 0.000 | 6.185 |
| HER-2 positivity | 1.323 | 0.384 | 11.878 | 1 | 0.001 | 3.756 |
| Constant value | 1.506 | 0.291 | 26.705 | 1 | 0.000 | 4.509 |
|
| ||||||
| C, ≥20% Ki-67 | ||||||
|
| ||||||
| Factors | B | S.E. | Wald | df | P-value | Exp(B) |
|
| ||||||
| Age (≤40 years) | 0.717 | 0.274 | 6.864 | 1 | 0.009 | 2.049 |
| ER negativity | 1.606 | 0.412 | 15.189 | 1 | 0.000 | 4.980 |
| HG III | 1.885 | 0.237 | 63.370 | 1 | 0.000 | 6.587 |
| HER-2 positivity | 0.923 | 0.315 | 8.592 | 1 | 0.003 | 2.516 |
| Constant value | 1.119 | 0.237 | 22.317 | 1 | 0.000 | 3.061 |
|
| ||||||
| D, ≥25% Ki-67 | ||||||
|
| ||||||
| Factors | B | S.E. | Wald | df | P-value | Exp(B) |
|
| ||||||
| Age (≤40 years) | 1.007 | 0.271 | 13.761 | 1 | 0.000 | 2.736 |
| ER negativity | 1.928 | 0.368 | 27.424 | 1 | 0.000 | 6.877 |
| HG III | 2.060 | 0.247 | 69.408 | 1 | 0.000 | 7.847 |
| Constant value | 0.469 | 0.204 | 5.278 | 1 | 0.022 | 1.599 |
Multivariate logistic regression model. IDC, invasive ductal carcinoma; HG, histological grade; ER, estrogen receptor; HER-2, human epidermal growth factor receptor-2; S.E., standard error; df, degrees of freedom.
Factors associated with DFS.
| Factors | DFS, % | P-value | |
|---|---|---|---|
| All cohorts | 97.0 | ||
| ER | 6.935 | 0.008 | |
| Positive | 98.0 | ||
| Negative | 93.0 | ||
| Histological grade | 6.745 | 0.009 | |
| I–II | 100.0 | ||
| III | 94.1 | ||
| LVI | 3.998 | 0.046 | |
| Negative | 99.4 | ||
| Positive | 94.6 | ||
| Ki-67, % | |||
| <10 | 100.0 | 2.461 | 0.117 |
| ≥10 | 96.0 | ||
| Ki-67, % | 5.525 | 0.019 | |
| <15 | 100.0 | ||
| ≥15 | 94.6 | ||
| Ki-67, % | 1.683 | 0.194 | |
| <20 | 98.2 | ||
| ≥20 | 95.7 | ||
| Ki-67, % | 3.297 | 0.069 | |
| <25 | 98.4 | ||
| ≥25 | 94.8 | ||
DFS, disease-free survival; ER, estrogen receptor; LVI, lymphovascular invasion.
P<0.01;
P<0.05.
χ2 was calculated by log-rank test.
DFS according to the different molecular subtypes (n=462).
| Molecular classification | Ki-67, % | DFS, % | P-value | |
|---|---|---|---|---|
| Luminal-A | <10 | 100.0 | 1.980 | 0.159 |
| Luminal-B1 [HER-2(−)] | ≥10 | 95.7 | ||
| Luminal-A | <15 | 100.0 | 4.386 | 0.036 |
| Luminal-B1 [HER-2(−)] | ≥15 | 93.6 | ||
| Luminal-A | <20 | 97.8 | 0.013 | 0.909 |
| Luminal-B1 [HER-2(−)] | ≥20 | 96.3 | ||
| Luminal-A | <25 | 98.0 | 0.152 | 0.697 |
| Luminal-B1 [HER-2(−)] | ≥25 | 95.5 | ||
| Luminal-B2 [HER-2(+)] | - | 100.0 | 3.675 | 0.159 |
| Triple(−) | - | 91.2 | ||
| HER-2-enriched | - | 93.2 |
DFS, disease-free survival; HER-2, human epidermal growth factor-2.
P<0.05.
χ2 was calculated by log-rank test.