The clinicopathological characteristics of the patients
Table 1 summarized the clinicopathological characteristics of the 107 breast cancer patients. All the patients were confirmed with breast cancer, and were predominately at the invasive stage (92.5%), only 7.5% at CIS stage. Pathologically, there were 101 cases with ductal carcinoma, 3 cases with invasive lobular carcinoma, 1 case with medullary carcinoma, 1 case with mucinous carcinoma, and 1 case with mixed carcinoma. Based on the T staging, more than half of the patients were in T2 (59.8%), followed by T1 (29.9%), Tis (7.5%) and T3 (2.8%). About half of the patients (42.1%) had positive lymph node metastasis when they were diagnosed. 71.9% of the patients were in early stage based on TNM staging, including 7.5% patients in stage 0, 23.4% in stage I, 42.1% in stage II, and the rest (27.1%) in advanced stage III.
Table 1
Clinicopathological characteristics of 107 breast cancer patients.
Variables
|
No. of patients examined
N (%)
|
Age
|
|
< 50 years
|
64 (59.8)
|
≥ 50 years
|
43 (40.2)
|
Gender
|
|
Male
|
0 (0)
|
Female
|
107 (100.0)
|
T staging
|
|
Tis
|
8 (7.5)
|
T1
|
32 (29.9)
|
T2
|
64 (59.8)
|
T3
|
3 (2.8)
|
Lymph node metastasis
|
|
No
|
62 (57.9)
|
Yes
|
45 (42.1)
|
Pathological staging
|
|
0
|
8 (7.5)
|
I
|
25 (23.4)
|
II
|
45 (42.1)
|
III
|
29 (27.1)
|
Vascular cancer embolus
|
|
No
|
87 (81.3)
|
Yes
|
20 (18.7)
|
ER status
|
|
Negative
|
38 (35.5)
|
Positive
|
69 (64.5)
|
PR status
|
|
Negative
|
42 (39.3)
|
Positive
|
65 (60.7)
|
Her-2 status
|
|
Negative
|
45 (42.1)
|
Positive
|
39 (36.4)
|
Not available
|
23 (21.5)
|
Ki67 index
|
|
Low expression (≤ 14%)
|
27 (25.2)
|
High expression (> 14%)
|
80 (74.8)
|
ME3 positive expression is decreased with the progression from precancerous to cancerous lesions
The immunohistochemical staining showed that the immunoreactivity for ME3 protein was located in the cytoplasm both in breast cancerous and precancerous tissue (Fig. 1). The ME3 positive expression is defined by semiquantitative scoring system as described in Materials and Methods. The ME3 positive immunostaining rate was higher in the normal breast tissue (97.60%, 82/84), and then the positive rate decreased from UHP (91.1%, 72/79) to AHP (64.2%, 43/67), CIS (62.5%, 40/64) and invasive carcinoma (45.5%, 45/99). The decreasing tendency was inversely correlated with the progression from precancerous to cancerous lesions (R2 = 0.9414, P = 0.006, linear regression analysis, Table 2, Fig. 2).
Table 2
ME3 expression in the normal mammary tissue, precancerous and cancerous lesions.
Pathological classification
|
No. of lesions
examined
|
Expression of ME3 protein
|
χ2
|
P
|
Positive
N (%)
|
Negative
N (%)
|
Normal
|
84
|
82 (97.6)
|
2 (2.4)
|
195.89
|
0.000
|
Usual hyperplasia
|
79
|
72 (91.1)
|
7 (8.9)
|
Atypical hyperplasia
|
67
|
43 (64.2)
|
24 (35.8)
|
Carcinoma in situ
|
64
|
40 (62.5)
|
24 (37.5)
|
Invasive carcinoma
|
99
|
45 (45.5)
|
54 (54.5)
|
ME3 is associated with better prognosis in breast cancer patients
The median follow-up of the entire cohort was 73.7 months (range 11.7–94.8 months) and 21 (19.6%) patients died because of the deteriorated breast cancer during the follow-up. The survival rates of 1-, 3- and 5-year were 98.1%, 87.9%, and 82.2%, respectively. It was noteworthy that the median survival time of the 21 dead patients was only 36.6 months, ranging from 11.7 to 67.2 months. Of the 21 died cases, one third (33.3%) was in early stage I and II, and the rest (66.7%) was in advanced stage III. In this study, the younger patients with ages ≤ 40 years accounted 16.8% (18/107) and about half of the patients (44.4%, 8/18) were in advanced stage III.
The Kaplan–Meier survival analysis showed that the patients with positive expression of ME3 had significant better outcome than those with negative expression (χ2 = 8.233, P = 0.004, Fig. 4).
In this study, lymph node metastasis (χ2 = 12.284, P = 0.000), TNM staging progression (χ2 = 18.232, P = 0.000) and high expression of Ki67 index (χ2 = 5.155, P = 0.024) were also negatively associated with survival (Supplementary Table S1). However, no influence was observed for age, T staging, vascular cancer embolus, ER status, PR status and Her-2 status on survival (Supplementary Table S1).
ME3 is inversely associated with the progression of breast cancer
Furthermore, linear regression analysis showed that ME3 expression decreased from Tis (75.0%, 6/8) to T1(62.5%, 20/32), T2 (37.5%, 24/64) and T3 (33.3%, 1/3), (R2 = 0.9394, P = 0.031, Table 3, Fig. 3A). The analysis on TNM staging and ME3 expression showed ME3 positive immunostaining rate was much higher in stage 0 (75.0%, 6/8) and stage I (72.0%, 18/25) than in stage II (44.4%, 20/45) and stage III (24.1%, 7/29) (χ2 = 14.953, P = 0.002, Table 3). Similarly, the decreasing tendency was also significant from stage 0 to I, II and III (R2 = 0.9283, P = 0.037, linear regression analysis, Fig. 3B). ME3 positive expression in breast cancer tissue was related with negative lymph node metastasis (χ2 = 6.393, P = 0.011). No significant difference was observed for ME3 expression with age, vascular cancer embolus, ER status, PR status, Her-2 status, or Ki67 index (Table 3)
Table 3
Relationship between ME3 expression and clinicopathological characteristics in breast cancer.
Variables
|
No. of patients
examined
|
Expression of ME3 protein
|
χ2
|
P
|
Positive(n = 51)
N (%)
|
Negative(n = 56)
N (%)
|
Age
|
|
|
|
1.914
|
0.166
|
< 50 years
|
64
|
27 (42.2)
|
37 (57.8)
|
|
|
≥ 50 years
|
43
|
24 (55.8)
|
19 (44.2)
|
|
|
T staging
|
|
|
|
8.117
|
0.044
|
Tis
|
8
|
6 (75.0%)
|
2 (25.0%)
|
|
|
T1
|
32
|
20 (62.5%)
|
12 (37.5%)
|
|
|
T2
|
64
|
24 (37.5%)
|
40 (62.5%)
|
|
|
T3
|
3
|
1 (33.3%)
|
2 (66.7%)
|
|
|
Lymph node metastasis
|
|
|
|
6.393
|
0.011
|
No
|
62
|
36 (58.1)
|
26 (41.9)
|
|
|
Yes
|
45
|
15 (33.3)
|
30 (66.7)
|
|
|
Pathological staging
|
|
|
|
14.953
|
0.002
|
0
|
8
|
6 (75.0)
|
2 (25.0)
|
|
|
I
|
25
|
18 (72.0)
|
7 (28.0)
|
|
|
II
|
45
|
20 (44.4)
|
25 (55.6)
|
|
|
III
|
29
|
7 (24.1)
|
22 (75.9)
|
|
|
Vascular cancer embolus
|
|
|
|
0.070
|
0.791
|
No
|
87
|
42 (48.3)
|
45 (51.7)
|
|
|
Yes
|
20
|
9 (45.0)
|
11 (55.0)
|
|
|
ER status
|
|
|
|
0.730
|
0.393
|
Negative
|
38
|
16 (42.1)
|
22 (57.9)
|
|
|
Positive
|
69
|
35 (50.7)
|
34 (49.3)
|
|
|
PR status
|
|
|
|
2.537
|
0.111
|
Negative
|
42
|
16 (38.1)
|
26 (61.9)
|
|
|
Positive
|
65
|
35 (53.8)
|
30 (46.2)
|
|
|
Her-2 status
|
|
|
|
1.439
|
0.487
|
Negative
|
45
|
22 (48.9)
|
23 (51.1)
|
|
|
Positive
|
39
|
16 (41.0)
|
23 (59.0)
|
|
|
Not available
|
23
|
13 (56.5)
|
10 (43.5)
|
|
|
Ki67 index
|
|
|
|
3.389
|
0.066
|
Low expression (≤ 14%)
|
27
|
17 (63.0)
|
10 (37.0)
|
|
|
High expression (> 14%)
|
80
|
34 (42.5)
|
46 (57.5)
|
|
|
Receiver operating characteristic curve
Using multivariate logistic regression and receiver operating characteristic curve (ROC), we explored the potential of ME3 expression in the classification of 5-year survival outcome. Logistics regression analysis showed that TNM staging was the influencing factor for 5-year survival outcome in the available clinical information in this study. Using TNM alone, the 5-year survival model based on the prediction probability showed that the area under ROC curve was 84.0% (Fig. 5A). Using TNM combined with ME3 expression, the area under ROC curve increased to 87.5% (Fig. 5B), suggesting a potential role of the ME3 in prediction of patients at risk of breast cancer death.