The Quantification and Distribution of KLF11 Protein Expression in BC
To explore the prognostic role of KLF11 in BC, we performed IHC staining of KLF11 in 298 specimens of BC patients was performed and quantified by the IRS. KLF11-IRS were then correlated to clinicopathological characteristics and survival outcomes. KLF11 was successfully stained in 292/298 samples (6 samples without sufficient staining due to technical issues). We demonstrated that KLF11 protein levels (measured by IRS) were positively associated with Ki-67 expression (P = 2.4e-03, Fig. 1a-1c). KLF11 also correlated with the BC molecular subtypes (P = 0.027, Fig. 1d-1f) defined by surrogate biomarkers in our BC cohort. The lowest KLF11 expression was shown in luminal A-like BC (Fig. 1f). The further pairwise comparison demonstrated that KLF11 expression was higher in Luminal B-like BC than in Luminal A-like BC (P = 0.016, Fig. 1f).
We then classified the BC patients into the two subgroups "KLF11-high/-low" determined by KLF11 protein levels and compared these subgroups to clinicopathological parameters. Of all 292 stained samples, 202 (69.2%) cases showed high, while 90 cases (30.8%) showed low KLF11 protein levels. We found that there were significantly less “KLF11-high” patients with luminal-A subtype than with a non-luminal A subtype of BC (64.4% vs. 76.4%, p = 0.028, Table 1) and vice versa with “KLF11-low” (35.6% vs. 23.6%, p = 0.028, Table 1). Additionally, there were significantly less “KLF11-high” patients in BC with Ki-67 expression ≤ 14% than in BC with Ki-67 > 14% patients (64.6% vs. 79.7%, p = 0.033, Table 1), and vice versa with “KLF11-low” (35.4% vs. 20.3%, p = 0.028, Table 1). No further associations of KLF11 protein levels with other clinic pathological parameters in BC patients were found.
Taken together, these results with both the absolute KLF11-IRS and the categorized "KLF11-high/-low" subgroups confirmed that KLF11 was higher in highly proliferative BC and lowest in luminal A-like BC.
Table 1
Distribution of KLF11 protein expression
|
Total
|
KLF11-low
protein level
|
KLF11-high
protein level
|
P value
|
Characteristics
|
Number of cases (%)
|
Number of cases (%)
|
Number of cases (%)
|
N
|
292 (98.3%)
|
90 (30.8%)
|
202 (69.2%)
|
|
Age(yo)
|
|
|
|
0.127
|
༜50 yo
|
72 (24.7%)
|
17 (23.6%)
|
55 (76.4%)
|
|
≥ 50 yo
|
220 (75.3%)
|
73 (33.2%)
|
147 (66.8%)
|
|
Tumor histology
|
|
|
|
0.995
|
Invasive Ductal
|
118 (40.5%)
|
36 (30.5%)
|
82 (69.5%)
|
|
Invasive lobular
|
83 (28.5%)
|
26 (31.3%)
|
57 (68.7%)
|
|
Mixed type
|
37 (12.7%)
|
11 (29.7%)
|
26 (70.3%)
|
|
other types
|
53 (18.2%)
|
17 (32.1%)
|
36 (67.9%)
|
|
Molecular subtype
|
|
|
|
0.254
|
Luminal A-like
|
163 (56.2%)
|
58 (35.6%)
|
105 (64.4%)
|
|
Luminal B-like
|
58 (20%)
|
12 (20.7%)
|
46 (79.3%)
|
|
Triple negative
|
37 (12.8%)
|
10 (27.0%)
|
27 (73.0%)
|
|
Her2 amplified luminal-like
|
23 (7.9%)
|
6 (26.1%)
|
17 (73.9%)
|
|
Her2 amplified non luminal-like
|
9 (3.1%)
|
2 (22.2%)
|
7 (77.8%)
|
|
Luminal A like subtype
|
|
|
|
0.028*
|
No
|
127 (43.8%)
|
30 (23.6%)
|
97 (76.4%)
|
|
Yes
|
163 (56.2%)
|
58 (35.6%)
|
105 (64.4%)
|
|
Tumor grade
|
|
|
|
0.328
|
G1
|
15 (9.3%)
|
6 (40.0%)
|
9 (60.0%)
|
|
G2
|
102 (63.4%)
|
27 (26.5%)
|
75 (73.5%)
|
|
G3
|
44 (27.3%)
|
16 (36.4%)
|
28 (63.6%)
|
|
Tumor focus
|
|
|
|
0.429
|
Unifocal
|
157 (53.8%)
|
52 (33.1%)
|
105 (66.9%)
|
|
Multifocal&Multicentric
|
135 (46.2%)
|
38 (28.1%)
|
97 (71.9%)
|
|
Axillary lymph node metastasis
|
|
|
|
0.706
|
No
|
161 (56.3%)
|
51 (31.7%)
|
110 (68.3%)
|
|
Yes
|
125 (43.7%)
|
37 (29.6%)
|
88 (70.4%)
|
|
pT classification
|
|
|
|
0.907
|
pT1
|
190 (65.1%)
|
59 (31.1%)
|
131 (68.9%)
|
|
pT2-4
|
102 (34.9%)
|
26 (30.4%)
|
60 (69.6%)
|
|
ER status
|
|
|
|
0.467
|
Negative
|
56 (19.2%)
|
15 (26.8%)
|
41 (73.2%)
|
|
Positive
|
236 (80.8%)
|
75 (31.8%)
|
161 (68.2%)
|
|
PR status
|
|
|
|
0.294
|
Negative
|
123 (42.1%)
|
42 (34.1%)
|
81 (65.9%)
|
|
Positive
|
169 (57.9%)
|
48 (28.4%)
|
121 (71.6%)
|
|
HER2 status
|
|
|
|
0.467
|
Negative
|
259 (89%)
|
81 (31.3%)
|
178 (68.7%)
|
|
Positive
|
32 (11%)
|
8 (30.6%)
|
24 (69.4%)
|
|
Expression of Ki-67
|
|
|
|
0.033*
|
≤ 14%
|
164 (73.5%)
|
58 (35.4%)
|
106 (64.6%)
|
|
> 14%
|
59 (26.5%)
|
12 (20.3%)
|
47 (79.7%)
|
|
yo, year old; pT, pathological Tumor size; ER, Estrogen receptor; PR, Progesterone receptor; HER2, Human epidermal growth factor receptor 2; *, p < 0.05; **, p < 0.01; ***, p < 0.001.
|
Prognostic Significance of KLF11 for OS, DFS, DMFS, LRFS in BC
In the overall patient cohort, patients with a high KLF11 expression showed an impaired DFS (HR = 2.41, 95%CI = 1.54–3.77, p = 0.001, Fig. 2b), an impaired DMFS (HR = 2.11, 95%CI = 1.23–3.63, p = 0.018, Fig. 2c) and an impaired LRFS (HR = 2.62, 95%CI = 1.42–4.81, p = 0.01, 2d). However, no association of KLF11 with OS of BC patients was found (HR = 1.13, 95%CI = 0.72–1.78, p = 0.601, Fig. 2a).
The subgroup analysis of DFS in our BC cohort showed that higher KLF11 led to an inferior DFS both in patients aged of < 50 yo (HR = 5.021, 95%CI = 1.174–21.477, n = 72, p = 0.03, Additional file 2) and patients aged ≥ 50 yo (HR = 2.016, 95%CI = 1.103–3.686, n = 220, p = 0.023, Additional file 2). KLF11 was also negatively associated with DFS both of patients with unifocal tumors (HR = 2.487, 95%CI = 1.090–5.672, n = 157, p = 0.03, Additional file 2) and with the appearance of multifocal/multicentric tumors (HR = 2.505, 95%CI = 1.201–5.221, n = 135, p = 0.014, Additional file 2). In addition, a higher KLF11 level lead to an inferior DFS of the patients with histological type of invasive ductal/invasive lobular/mixed type (HR = 2.173, 95%CI = 1.247–3.787, n = 238, p = 0.006, Additional file 2), of Luminal A-like BC (HR = 2.831, 95%CI = 1.341–5.978, n = 163, p = 0.006, Additional file 2), of patients with G1 or G2 BC ( HR = 3.108, 95%CI = 1.075–8.976, n = 117, p = 0.036, Additional file 2), of patients without lymphatic metastasis (HR = 4.255, 95%CI = 1.650-10.976, n = 161, p = 0.003, Additional file 2), of patients with tumor size smaller than 2cm (HR = 3.268, 95%CI = 1.517–7.028, n = 190 p = 0.002, Additional file 2), of patients with ER positive (HR = 2.740, 95%CI = 1.488–5.045, n = 236 p = 0.001, Additional file 2), of patients with PR positive ( HR = 2.591, 95%CI = 1.259–5.334, n = 169 p = 0.01, Additional file 2) and of patients with HER2 unamplified BC (HR = 2.414, 95%CI = 1.343–4.339, n = 259, p = 0.003, Additional file 2) and in the BC subgroup with a low proliferation rate (Ki-67 ≤ 14%) (HR = 2.831, 95%CI = 1.341–5.978, n = 164, p = 0.006, Additional file 2).
Similarly, a DMFS analysis across various patient subgroups was performed. A high KLF11 protein level significantly correlated to worse DMFS of the BC patients with histological type with invasive ductal/Invasive lobular/mixed type (HR = 1.926, 95%CI = 1.008–3.683, n = 238, p = 0.047, Additional file 3), of patients without lymphatic metastasis ( HR = 6.256, 95%CI = 1.451–26.962, n = 161, p = 0.014, Additional file 3), of patients with tumor size ≤ 2cm ( HR = 2.690, 95%CI = 1.004–7.205, n = 190, p = 0.049, Additional file 3), of patients with ER positive (HR = 2.308, 95%CI = 1.097–4.853, n = 236, p = 0.028, Additional file 3), of patients with PR positive (HR = 2.751, 95%CI = 1.047–7.228, n = 169, p = 0.04, Additional file 3) and of patients with HER2 unamplified BC (HR = 2.169, 95%CI = 1.076–4.374, n = 259, p = 0.03, Additional file 3).
Additionally, the subgroup analyses of LRFS showed that a high KLF11 level correlated with an impaired LRFS of patients aged older than 50y (HR = 2.382, 95%CI = 1.032–5.493, n = 220, p = 0.042, Additional file 4), of patients with histological type of invasive ductal/Invasive lobular/mixed type (HR = 2.297, 95%CI = 1.054–5.005, n = 238, p = 0.036, Additional file 4), of Luminal A-like BC (HR = 3.261, 95%CI = 1.220–8.722, n = 163, p = 0.019, Additional file 4), of patients with unifocal tumors (HR = 3.001, 95%CI = 1.028–8.761, n = 157, p = 0.044, Additional file 4), of patients without lymphatic metastasis (HR = 3.946, 95%CI = 1.157–13.463, n = 161, p = 0.028, Additional file 4), of patients with tumor size smaller than 2cm (HR = 4.329, 95%CI = 1.504–12.461, n = 190, p = 0.007, Additional file 4), of patients with ER positive (HR = 3.651, 95%CI = 1.522–8.756, n = 236, p = 0.004, Additional file 4), of patients with PR positive (HR = 2.662, 95%CI = 1.017–6.968, n = 169, p = 0.046, Additional file 4) and of patients with HER2 unamplified BC ( HR = 2.627, 95%CI = 1.156–5.970, n = 259, p = 0.021, Additional file 4) and also of the BC subgroup with a low proliferation rate (Ki-67 ≤ 14%) (HR = 3.261, 95%CI = 1.220–8.722, n = 164, p = 0.019, Additional file 4).
Concerning OS, no correlation with KLF11 was found in the subgroup survival analysis (Additional file 1), which was consistent with the result of the overall-BC cohort.
KLF11 was an independent Indicator for DFS and DMFS of BC
Univariate cox regression analysis showed that KLF11 (HR = 2.433, 95%CI = 1.407–4.208 p = 0.001), grading (HR = 1.940, 95%CI = 1.106–3.403, p = 0.021), tumor size (HR = 1.991, 95%CI = 1.301–3.047, p = 0.002) and lymph node status (HR = 1.832, 95%CI = 1.187–2.829, p = 0.006) were significantly associated with DFS in the BC cohort (Table 2). Multivariate regression was further performed with the univariate significant factors: grading, tumor size, lymph node status and KLF11. The multivariate Cox regression revealed that KLF11 (HR = 2.610, 95%CI = 1.241–5.488, p = 0.011), grading (HR = 2.260, 95%CI = 1.262–4.047, p = 0.006) and tumor size (HR = 2.624, 95%CI = 1.384–4.975, p = 0.003) were independent factors for DFS of BC patients (Table 2).
Table 2
Univariate and multivariate Cox regression analyses of KLF11 and clinicopathological characteristics for DFS in BC patients
Characteristics
|
Univariate analysis
|
Multivariate analysis
|
|
p
|
HR
|
95% CI
|
p
|
HR
|
95% CI
|
Age(༜50 yo vs. ≥50 yo)
|
0.223
|
1.337
|
0.893–2.130
|
n.i.
|
n.i.
|
n.i.
|
Molecular subtype (non-LuA like vs.LuA-like)
|
0.137
|
1.379
|
0.903–2.106
|
n.i.
|
n.i.
|
n.i.
|
Tumor histology (Invasive Ductal & Invasive lobular & Mixed type vs. other types)
|
0.075
|
1.938
|
0.935–4.015
|
n.i.
|
n.i.
|
n.i.
|
Grading (G3 vs. G1-G2)
|
0.021*
|
1.940
|
1.106–3.403
|
0.006**
|
2.260
|
1.262–4.047
|
Tumor focis (multifocal & muticentric vs.unifocal )
|
0.238
|
1.292
|
0.844–1.976
|
n.i.
|
n.i.
|
n.i.
|
Tumer size (pT2-pT4 vs. pT1)
|
0.002**
|
1.991
|
1.301–3.047
|
0.003**
|
2.624
|
1.384–4.975
|
Axillary lymph node status (yes vs. no)
|
0.006**
|
1.832
|
1.187–2.829
|
0.901
|
1.042
|
0.547–1.985
|
ER status (ER + vs. ER-)
|
0.608
|
0.875
|
0.525–1.457
|
n.i.
|
n.i.
|
n.i.
|
PR status (PR + vs. PR-)
|
0.404
|
1.202
|
0.780–1.852
|
n.i.
|
n.i.
|
n.i.
|
HER2 status (HER2 + vs. HER2-)
|
0.544
|
1.208
|
0.565–2.226
|
n.i.
|
n.i.
|
n.i.
|
Expression of Ki-67(Ki-67༞14% vs. Ki-67 ≤ 14%)
|
0.091
|
1.576
|
0.931–2.671
|
n.i.
|
n.i.
|
n.i.
|
KLF11 (High vs. Low)
|
0.001**
|
2.433
|
1.407–4.208
|
0.011*
|
2.610
|
1.241–5.488
|
KLF11, Krüppel like Factor 11; BC, Breast cancer; yo, years old; DFS, Disease-free survival; pT, pathological Tumor size; ER estrogen receptor; PR progesterone receptor; HER2 human epidermal growth factor receptor 2; LuA-like luminal A-like; non-LuA like, not luminal A-like; HR, Hazard ratio; CI Confidence interval; n.i., not included in multivariate model, as p > 0.05 in univariate analysi; *, p < 0.05; **, p < 0.01; ***, p < 0.001.
|
Furthermore, univariate cox regression revealed that KLF11 (HR = 2 .132, 95%CI = 1.125–4.043, p = 0.02), molecular subtype (HR = 1.772, 95%CI = 1.054–2.981, p = 0.031), grading (HR = 2.689, 95%CI = 1.281–5.644, p = 0.009), tumor size (HR = 3.044, 95%CI = 1.818–5.099, p = 0.000023) and lymph node status (HR = 2.328, 95%CI = 1.355–3.998, p = 0.002) were significantly associated with DMFS in BC (Table 3). Multivariate analysis was then performed with the univariate significant factors: molecular subtype, grading, tumor size, lymph node status and KLF11. The result showed that KLF11 (HR = 2.744, 95%CI = 1.017–7.403, p = 0.046), grading (HR = 3.276, 95%CI = 1.424–7.536, p = 0.005), and tumor size (HR = 5.729, 95%CI = 2.266–14.484, p = 0.000225) were independently related to DMFS of BC patients (Table 3). Concerning OS and LRFS, no independent prognostic significance of KLF11 was found in the multivariate cox regression.
Table 3
Univariate and multivariate Cox regression analyses of KLF11 and clinicopathological characteristics for DMFS in BC patients
Characteristics
|
Univariate analysis
|
Multivariate analysis
|
|
p
|
HR
|
95% CI
|
p
|
HR
|
95% CI
|
Age(༜50yo vs. ≥50yo)
|
0.514
|
1.211
|
0.682–2.150
|
n.i.
|
n.i.
|
n.i.
|
Molecular subtype (non-LuA like vs.LuA-like)
|
0.031*
|
1.772
|
1.054–2.981
|
0.367
|
1.488
|
0.628–3.529
|
Tumor histology (Invasive Ductal & Invasive lobular & Mixed type vs. other types)
|
0.100
|
2.158
|
0.862-5.400
|
n.i.
|
n.i.
|
n.i.
|
Grading (G3 vs. G1-G2)
|
0.009**
|
2.689
|
1.281–5.644
|
0.005**
|
3.276
|
1.424–7.536
|
Tumor focis (multifocal & muticentric vs.unifocal )
|
0.074
|
1.607
|
0.955–2.704
|
n.i.
|
n.i.
|
n.i.
|
Tumer size (pT2-pT4 vs. pT1)
|
0.000023***
|
3.044
|
1.818–5.099
|
0.000225***
|
5.729
|
2.266–14.484
|
Axillary lymph node status (yes vs. no)
|
0.002**
|
2.328
|
1.355–3.998
|
0.942
|
1 .035
|
0.415–2.579
|
ER status (ER + vs. ER-)
|
0.101
|
0.624
|
0.355–1.096
|
n.i.
|
n.i.
|
n.i.
|
PR status (PR + vs. PR-)
|
0.479
|
0.831
|
0.497–1.388
|
n.i.
|
n.i.
|
n.i.
|
HER2 status (HER2 + vs. HER2-)
|
0.182
|
1.565
|
0.811–3.108
|
n.i.
|
n.i.
|
n.i.
|
Expression of Ki-67(Ki-67༞14% vs. Ki-67 ≤ 14%)
|
0.083
|
1.796
|
0.927–3.480
|
n.i.
|
n.i.
|
n.i.
|
KLF11 (High vs. Low)
|
0.02*
|
2.132
|
1.125–4.043
|
0.046*
|
2.744
|
1.017–7.403
|
KLF11, Krüppel like Factor 11; DMFS, Distant metastasis-free survival; pT, pathological Tumor size; non-LuA-like, not luminal A-like; ER, estrogen receptor; PR, progesterone receptor; HER2, human epidermal growth factor receptor 2; LuA-like, luminal A-like; HR, hazard ratio; CI, confidence interval; n.i., not included in multivariate model, as p > 0.05 in univariate analysis; *, p < 0.05; **, p < 0.01; ***, p < 0.001.
|
Nomograms Construction and Calibration for the Established KLF11 Related DFS and DMFS Cox Model
Based on the independent predictors found in the Cox regression analyses, we developed two nomograms for predicting BC patients' DFS (Fig. 3.3.10 A) and DMFS (Fig. 3.3.10 C). Nomograms estimate the survival probability after 3, 5, and 10 years based on a total score calculated by the addition of zero to 100 points for every individual prognostic factor. Then the 3-, 5- and 10-year survival probabilities can be estimated by adding up all points. In the nomogram for predicting DFS (Fig. 3a), the KLF11 protein level showed a high impact due to the high level of KLF11 almost added up to 100 points to the final score. However, regarding DMFS, KLF11 protein level only showed a minor impact on outcome prediction (Fig. 3c).
The developed nomograms were internally validated using bootstrapping. The internal validation of the underlying regression models showed optimism adjusted c-index values of 0.694 for DFS and 0.8 for DMFS, respectively calculated by using the R programmer. The calibration of the model was assessed with calibration curves, which analyze the fit between the model established by the Cox regression method and the actual situation. The calibration curve of the nomogram-predicted probability of DFS (Fig. 3b) indicated that the model's predicted survival probabilities for 3-, 5- 10- years were close to observed probabilities. Calibration for the 10-year probability of DFS prediction for the nomogram showed perfect model calibration with a high correlation of nomogram predicted probability of DFS and observed probability of DFS estimated by the KM method. The calibration plots for the probabilities of 3-, 5- and 10-year DMFS (Fig. 3d) also showed that the predicted-DMFS by nomogram fit well with the actual DMFS of BC patients. However, this prediction accuracy was not as good as the nomogram of the DFS prediction.
Taken together, we demonstrated in the BC patient cohort that KLF11 was higher in highly proliferative BC and lowest in luminal A-like BC. Furthermore, BC patients in the subgroup "KLF11-high" had a shorter DFS, DMFS, and LRFS. In addition, high KLF11 expression remained to be an independent indicator for DFS and DMFS of BC. KLF11-related nomograms of DFS and DMFS have a high accuracy in predicting the 3-,5- and 10 -year survival probability of BC patients. Our results indicate that KLF11 might act as an oncogene in BC.
siRNA-mediated loss-of-function of KLF11 in BC cell lines
Afterward, we explored the possible mechanism underlying KLF11-mediated BC progression from the perspective of tumor cells. To investigate the pro-tumor significance of KLF11 in BC cells, we performed siRNA-mediated loss-of-function of KLF11 with cell viability assay, cell proliferation assay, and cell apoptosis assay in ER-positive luminal type, HER2 amplified type, and triple-negative type BC cell lines.
Then, MCF7 as luminal type, SK-BR-3 as HER2 type, and MDA-MB-231 as TNBC type were transfected with non-targeting control siRNA as negative control (NC), and two independent siRNAs target KLF11 (KLF11-S1 and KLF11-S2). The knockdown efficiency was confirmed at the mRNA level by RT-PCR (Additional file 5a) and at the protein level by colorimetric cell-based KLF11 ELISA (Additional file 5b).
Furthermore, we performed relevant functional experiments in MCF7, SK-BR-3, and MDA-MB-231 cell lines. All cell lines showed a significant reduction of viable cells after transfection with KLF11-siRNAs compared to KLF11-NC (Fig. 4a-c). In addition, the highest inhibitory effect on cell viability was observed in the MDA-MB-231 cell line (Fig. 4c). These results indicated that KLF11-knockdown has an inhibitory effect on tumor cell survival. Moreover, we aimed to assess whether the cell number increase was based on the influence of cell proliferation. After the knockdown of KLF11, a high inhibition of proliferation was obtained in MDA-MB-231 cells (Fig. 4f). Only modest inhibition of proliferation was observed in MCF7 cells (Fig. 4d). However, there was no proliferation inhibitory effect in the SK-BR-3 cells (Fig. 4e). We could demonstrate that KLF11-knockdown only inhibited cell proliferation of HER2 negative BC cell lines, the most effective impact was obtained on the TNBC cell line. Next, cell apoptosis assays were performed in MCF7, SK-BR-3, and MDA-MB-231 cells transfected with KLF11-siRNAs. This might be another reason that induces the inhibition of cell survival by downregulating KLF11 expression. We found that KLF11-knockdown induced MCF7, SK-BR-3, and MDA-MB-231 cells apoptosis. In addition, a higher induction of apoptosis was obtained in MCF7 (Fig. 4g) and SK-BR-3 cell lines (Fig. 4h). Only a modest induction of apoptosis was observed in the MDA-MB-231 cell line (Fig. 4i).
In summary, there was a high degree of consistency in cellular functional assays suggesting that KLF11 acts as a pro-tumor TF in BC cells via promoting cell proliferation and/or decreasing cell apoptosis. However, due to neoplastic intratumor heterogeneity, different cancer molecular subtypes are likely to have different underlying mechanisms as the local signaling microenvironment could cause context-specific changes.