Expression of NEK6 in different cell lines
The expression of NEK6 in cell lines was varied. The lowest expression of Nek6 was in Human Hepatocyte cell line: LO-2, in which the measured value was 0.965 ± 0.116; followed by two Hepatocellular carcinoma cell lines: huh-7 and BEL-7402, with the measured values 1.066 ± 0.093 and 1.015 ± 0.094 respectively. The highest ones were Li-7 and HepG-2, both were Hepatocellular carcinoma cell lines, and the corresponding measurements were 1.497 ± 0.303 and 1.633 ± 0.582, respectively. (Fig. 1 and Table 1) Further statistical analysis showed the expression of NEK6 both in Li-7 and HepG-2 were significantly higher than that in LO-2 (P = 0.006 and 0.036, respectively). So, these two HCC cell lines were selected for further study. (Table 1)
Effect of down-regulating the Nek6 expression on Hepatocellular Carcinoma in vitro and in vivo
To evaluate NEK6 function in vitro, the effect of down-regulation of NEK6 expression on the migration and invasion of the Li-7 and HepG2 cells was studied. In the Wound scratch assay,5 randomly chosen area distances in each cell line in each group were measured and statistical analysis was performed. We observed that the migration capability of Li-7 and HepG2 cells (Experimental group) at the edge of the scratch was significantly decreased (both P < 0.05) following down-regulating the Nek6 expression compared with the control (Control group). (Fig. 2, Fig. 3) Further study was performed by transwell assay to compare the migration and invasion capability between Li-7 and HepG2 cells and those transfected with shNEK6. The number of cells attached to the lower surface of the membranes in 3 randomly selected views were calculated and recorded. When silenced the expression of NEK6, the number of cells passing through the transwell chamber in the Experimental group showed a significant decline (both P < 0.01) (Fig. 4). The scratch assay and transwell assay revealed that the migration and invasion capability of Li-7 and HepG2 cells was decreased when they were transfected with the LV3-NEK6-homo-657 virus.
We further carried out an animal model to test the functional activity of NEK6 in vivo. We measured the sizes of the subcutaneous tumors in nude mice formed by the Li-7 HCC cells before and after being injected with saline (Blank group), shNEK6 (shNEK6 group), and shNC (NC-control group) respectively. (Fig. 5) The real volume and increased volume of tumors in the shNEK6 group seemed smaller than those in the NC-control group and the Blank group but without statistical significance (both P > 0.05). Furthermore, the weight of the tumors removed from the nude mice in the three groups was recorded and compared, which were 1.14 ± 0.39 g, 0.60 ± 0.20 g, and 1.08 ± 0.30 g, respectively. The tumor weight was significantly lighter in the shNEK6 group than the other two groups (P < 0.05). (Table 2)
Table 2
The tumor-formation assay in nude mice.
| Blank Group | shNEK6 group | NC-control group | F1 | P1 | T2 | P2 | T3 | P3 | T4 | P4 |
Real volume (mm3) * | 1282.08 ± 284.95 | 1202.15 ± 368.56 | 2247.61 ± 835.65 | 1.370 | 0.291 | | | | | | |
Increased volume (mm3) # | 1044.54 ± 264.26 | 851.19 ± 358.50 | 1949.60 ± 1794.24 | 1.509 | 0.260 | | | | | | |
Tumor weight (g) | 1.14 ± 0.39 | 0.60 ± 0.20 | 1.08 ± 0.30 | 4.611 | 0.033 | 2.749 | 0.025 | 2.954 | 0.018 | 0.271 | 0.793 |
*: The real volume of tumors when harvested. #: The increased volume when the real volume minus the basic volume. |
F1, P1: Comparing the results among the Blank Group, shNEK6 group, and NC-control group by one-way ANOVA analysis. |
T2, P2: Comparing the results between Blank Group and shNEK6. T3, P3: Comparing the results between NC-control Group and shNEK6 group. T4, P4: Comparing the results between Blank Group and NC-control group. |
NEK6 Expression in different liver tissues
As we mentioned before, NEK6 had been confirmed with overexpression in many tumors [8, 13–15]. We studied the expression of NEK6 in different liver tissues. The positive detection rate of NEK6 among different tissues varied greatly, which were 90% (27/30, HCC group), 100% (30/ 30, Paracancerous group), 86.67% (13/15, Normal group), 80.00% (8/10, Cirrhotic group), and 69. 39% (34/49, Paraffin group), respectively. The value of NEK6 expression in each group was recorded by median (P25, P75) and compared by Mann-Whitney analysis. (Fig. 6, Table 3)
The expression of NEK6 in HCC was significantly higher than in other groups (all P < 0.05). Also, the Paraffin group showed a higher level of NEK6 among the remaining groups (all P < 0.05). There was no significant difference among the Paracancerous group, the Normal group, and the Cirrhotic group (all P > 0.05). (Table 3)
Analysis of clinical data of HCC cases
Definition of NEK6 overexpression
Of all the 5 liver tissue groups, the specimen of the HCC group and Paraffin group were taken from HCC patients. We set double the median value of Nek6 expression of the Normal group as the cut-off value, and the expression level which was higher than that was defined as overexpression. In this way, of the total of 79 cases in the HCC group and Paraffin group, 43 cases (54.43%) with higher expression level were classified as the Nek6 Overexpression group, the remaining 36 cases (45.57%) were classified as the Control group.
Baseline characteristics of patients
Among the 79 cases, 63 males and 16 females were enrolled in the study, and each case was followed up and the liver function, tumor markers, and CT/MRI outcome were recorded every 3 months. Tumor recurrence time was confirmed based on the results of enhanced CT or MRI. The median follow-up period was 26 months, and the deadline for follow-up was January 2020. The clinicopathologic characters of the patients, including age, gender, Child-Pugh, tumor number and size, tumor differentiation, BCLC staging, and AJCC staging, were summarized in Table 4.
Table 4
Baseline characteristics of patients in Nek6 Overexpression group and Control group.
Characteristics | | Control group N(%) | Nek6 Overexpression group N (%) | t/χ2 value | P value |
Age | Mean ± SD | 52.56 ± 11.111 | 55.53 ± 10.338 | -1.233 | 0.221 |
Gender | Male | 28(44.4) | 35(55.6) | 0.159 | 0.690 |
Female | 8(50.0) | 8(50.0) |
HBV infection1 | Positive | 23(39.7) | 35(60.3) | 4.034 | 0.045 |
Negative | 12(66.7) | 6(33.3) |
Liver cirrhosis | Yes | 16(39.0) | 25(61.0) | 0.040 | 0.842 |
No | 14(36.8) | 24(63.2) |
Child-Pugh | A | 32(44.4) | 40(55.6) | 0.061 | 0.805 |
B + C | 4(57.1) | 3(42.9) |
AFP1 | ≥ 400µg/L | 14(48.3) | 15(51.7) | 0.197 | 0.657 |
< 400µg/L | 22(53.7) | 19(46.3) |
Tumor number | Single | 30(61.2) | 19(38.8) | 5.549 | 0.018 |
Multiple | 6(30.0) | 14(70.0) |
Tumor size | ≤ 5 cm | 21(58.3) | 15(41.7) | 4.344 | 0.037 |
༞5 cm | 15(34.9) | 28(65.1) |
Satellite lesions | Positive | 6(50.0) | 6(50.0) | 0.112 | 0.738 |
Negative | 30(44.8) | 37(55.2) |
Lymph node metastasis | Positive | 0(0.0) | 3(100) | —2 | 0.2462 |
Negative | 36(47.4) | 40(52.6) |
Margin | Positive | 2(33.3) | 4(66.7) | —2 | 0.683 |
Negative | 34(46.6) | 39(53.4) |
Portal vein invasion | Positive | 0(0.0) | 4(100.0) | —2 | 0.1212 |
Negative | 36(48.0) | 39(52.0) |
Metastasis | Positive | 1(16.7) | 5(83.3) | 1.108 | 0.293 |
Negative | 35(47.9) | 38(52.1) |
Major hepatectomy | Yes | 13(39.4) | 20(60.6) | 0.871 | 0.351 |
No | 23(50.0) | 23(50.0) |
Tumor differentiation | Well | 3(37.5) | 5(62.5) | 0.645 | 0.725 |
Moderate | 19(44.2) | 24(55.8) |
Poorly | 12(52.2) | 11(47.8) |
Lymphovascular invasion | Positive | 12(50.0) | 12(50.0) | 0.273 | 0.601 |
Negative | 24(43.6) | 31(56.4) |
p531 | Negative | 18(40.9) | 26(59.1) | 3.033 | 0.082 |
Positive | 14(63.6) | 8(36.4) |
VEGF1 | Negative | 16(55.2) | 13(44.8) | 0.022 | 0.881 |
Positive | 16(57.1) | 12(42.9) |
Ki-671 | Median (P25, P75) | 30(15,40) | 20(10.45) | -0.6973 | 0.486 |
BCLC staging | A + B(%) | 34(50.0) | 34(50.0) | 3.865 | 0.049 |
C + D(%) | 2(18.2) | 9(81.8) |
AJCC staging | I | 20 (55.6) | 16 (44.4) | 4.758 | 0.190 |
II | 10 (45.5) | 12 (54.5) |
Ⅲ | 5 (35.7) | 9 (64.3) |
Ⅳ | 1(14.3) | 6(85.7) |
1: Recorded cases with results only; 2: Fisher test; 3: Mann-Whitney U test. |
The age of the patients enrolled in this study was 52.56 ± 11.111 years and 55.53 ± 10.338 years, the sex ratio of male to female was 28:8 and 35:8, respectively (both P>0.05). The proportion of hepatitis B virus infection in the Nek6 Overexpression group was higher than the Control group (P = 0.045), while 3 other patients with Hepatitis C Virus (HCV) infection, one in the control group and the remaining in the overexpression group, were not analyzed in the discussion. There was no significant difference between the two groups in the number of cirrhotic patients (P = 0.842), Child-Pugh (P = 0.805), and AFP (≤ 400 ug /L) (P = 0.197). (Table 4)
The multiple tumors and bigger tumors (>5 cm) seemed more common in the NEK6 overexpression group (P = 0.018, and P = 0.037, respectively). There was no significant difference between the 2 groups in the Characteristics of satellite lesions (P = 0.738), lymph node metastasis (P = 0.246), margin positive rate (P = 0.683), portal vein invasion (P = 0.121), metastasis (P = 0.293), and Major hepatectomy (P = 0.351).
Also in the two groups, the immunohistochemical analysis showed the tumor differentiation, the positive rate of Lymphovascular invasion, p53, VEGF, and the level of Ki-67 were the same (all P>0.5). While in the control group, there were fewer numbers (2:34, 5.56%) in stage C + D of BCLC stage than that (9:34, 20.93%) in the NEK6 overexpression group (P = 0.049). There was no significant difference in AJCC staging between the two groups (P = 0.190), but the incidence rate of AJCC Ⅳ in the NEK6 overexpression group was 13.95% (6:37), which seemed higher than that in the control group (2.78%, 1:35). (Table 4)
Correlation analysis between NEK6 overexpression and other clinical factors
In Table 5, hepatitis B virus infection, tumor number, tumor size, p53 and BCLC stage (A + B: C + D) in the Control group and NEK6 overexpression group were analyzed by Spearman rank correlation coefficient test. The results showed that the overexpression of NEK6 was correlated with hepatitis B virus infection and tumor diameter (ρ = 0.230, P = 0.045; ρ = 0.234, P = 0.038). (Table 5)
Table 5
Correlation analysis by Spearman's correlation
Characteristics | | HBV infection | Tumor number | Tumor size | p53 | BCLC(C + D) |
NEK6 overexpression | ρ value | 0.230* | 0.124 | 0.234* | 0.214 | 0.221 |
P value | 0.045 | 0.278 | 0.038 | 0.084 | 0.050 |
N | 76# | 79 | 79 | 66# | 79 |
*: P < 0.05 was regarded as having statistical significance. #: Analyzed cases with results only. |
Prognosis and survival analysis
Among all 79 patients, only 14 were survival after the follow-up, 55 died because of tumor-related diseases, and 10 were lost. Sixty-nine patients (87.34%) developed tumor recurrence during the follow-up period: 63 patients were diagnosed with intrahepatic recurrences firstly, and 6 patients had distant recurrences firstly. Reoperation, TACE, microwave ablation, targeted therapy, immunotherapy, and chemotherapy were used alone or in combination to control these recurrent tumors. The median (P25, P75) follow-up time of all the patients was 26.00 (10.00, 39.00) months.
The 3-year disease-free survival (DFS) of the Control group and the Nek6 overexpression group were 27.1% and 14.1%, respectively. The patients in the Control group had a lower tumor recurrent rate (P = 0.038). Also, the 3-year overall survival (OS) rate of the Control group was higher than the Nek6 overexpression group (46.4% VS 33.4%, P = 0.026). (Fig. 7)
According to univariate analysis for DFS and OS, tumor size > 5 cm (both P = 0.000), portal vein invasion (both P = 0.000), Nek6 overexpression (both P < 0.05) were the risk factors for prognosis. Meanwhile, lymph node metastasis, positive margin, and metastasis were the risk factors for OS (all P < 0.05). Furthermore, the P-value of lymph node metastasis, positive margin, and metastasis for DFS and that of satellite Lesions for both DFS and OS were less than 0.1. As we mentioned before, all these factors were enrolled in Multivariate Cox regression analysis. (Table 6)
Table 6
Survival analysis by Kaplan-Merier analysis.
Characteristics | n | three-year DFS | three-year OS |
Survival rate (%) | χ2 value | P value | Survival rate (%) | χ2 value | P value |
Age |
< 60 | 47 | 11.3 | 2.035 | 0.154 | 30.5 | 1.450 | 0.228 |
≥ 60 | 32 | 29.6 | 53.8 |
Gender |
Male | 63 | 19.3 | 1.472 | 0.225 | 34.7 | 1.030 | 0.310 |
Female | 16 | 25.0 | 56.3 |
HBV + HCV infection |
Yes | 61 | 18.8 | 0.484 | 0.486 | 37.8 | 0.586 | 0.444 |
No | 18 | 24.4 | 44.9 |
AFP (µg/L)1 |
≥ 400 | 29 | 25.8 | 0.981 | 0.322 | 34.1 | 1.911 | 0.167 |
< 400 | 41 | 10.9/- | 23.2 |
Child-Pugh1 |
A | 72 | 20.9 | 1.928 | 0.381 | 40.7 | 1.196 | 0.550 |
B | 6 | 16.7/- | 33.3 |
Tumor number |
Single | 59 | 22.2 | 1.047 | 0.306 | 40.4 | 0.413 | 0.520 |
Multiple | 20 | 14.2 | 36.9 |
Tumor size (cm) |
≤ 5 | 36 | 37.4 | 14.677 | 0.000 | 65.4 | 17.935 | 0.000 |
> 5 | 43 | 5.9 | 18.4 |
Satellite Lesions |
Yes | 12 | 8.3 | 3.770 | 0.052 | 16.7 | 3.728 | 0.054 |
No | 67 | 22.6 | 44.2 |
Lymph node metastasis |
Yes | 3 | 0.00 | 3.430 | 0.064 | 0.00 | 8.152 | 0.000 |
No | 76 | 20.7 | 40.6 |
Margin |
Positive | 6 | 0.00 | 2.852 | 0.091 | 16.7 | 3.878 | 0.049 |
Negative | 73 | 22.3 | 61.1 |
Portal vein invasion |
Yes | 4 | 0.000 | 12.922 | 0.000 | 0.00 | 15.876 | 0.000 |
No | 75 | 21.3 | 41.9 |
Metastasis |
Yes | 6 | 0.00 | 2.940 | 0.086 | 0.00 | 7.318 | 0.007 |
No | 73 | 21.7 | 42.6 |
Tumor differentiation1 |
Well | 8 | 43.8 | 1.827 | 0.401 | 57.1 | 2.982 | 0.225 |
Moderate | 44 | 23.6 | 44.5 |
Poor | 22 | 12.3 | 29.0 |
Lymphovascular invasion |
Yes | 24 | 17.0 | 1.719 | 0.190 | 20.5 | 2.116 | 0.146 |
No | 55 | 21.1 | 47.4 |
Liver cirrhosis |
Yes | 41 | 17.2 | 0.485 | 0.486 | 41.9 | 0.493 | 0.483 |
No | 38 | 21.9 | 33.9 |
p531 |
Positive | 44 | 17.7 | 0.084 | 0.772 | 44.4 | 1.077 | 0.299 |
Negative | 22 | 14.9 | 35.0 |
VEGF1 |
Positive | 29 | 14.4 | 0.170 | 0.680 | 36.2 | 0.198 | 0.656 |
Negative | 28 | 19.3 | 49.2 |
Ki-671 |
Positive | 46 | 13.2 | 0.693 | 0.405 | 39.8 | 1.723 | 0.189 |
Negative | 20 | 30.0 | 47.7 |
NEK6 expression |
Control group | 36 | 27.1 | 4.304 | 0.038 | 46.4 | 4.934 | 0.026 |
overexpression group | 43 | 14.1 | 33.4 |
1: Recorded cases with results only. |
The multivariate Cox regression analysis showed Tumor size over 5 cm increased the HR by 2.3-fold (95% CI: 1.254–4.379, P = 0.008) in DFS and by 2.8-fold (95% CI: 1.492–5.347, P = 0.001) in OS. Whilst the portal vein invasion boosted the HR by 3.7-fold (95% CI: 1.064–12.545, P = 0.040) in DFS and by 4.27-fold (95% CI: 1.143–15.915, P = 0.031) in OS respectively. Satellite lesions, lymph node metastasis, metastasis, positive margin, and Nek6 overexpression did not influence the HR, according to multivariate analysis. (Table 7)
Table 7
Disease-free survival and Overall survival analysis by Multivariate Cox regression.
Characteristics | DFS | OS |
Regression coefficients | P value | HR | HR95% CI | Regression coefficients | P value | HR | HR95% CI |
Tumor size ( >5cm) | 0.852 | 0.008 | 2.343 | 1.254 | 4.379 | 1.038 | 0.001 | 2.824 | 1.492 | 5.347 |
Satellite lesions | 0.089 | 0.839 | 1.093 | 0.464 | 2.573 | -0.131 | 0.768 | 0.877 | 0.367 | 2.094 |
Lymph node metastasis | 0.836 | 0.286 | 2.307 | 0.497 | 10.714 | 1.344 | 0.096 | 3.835 | 0.788 | 18.673 |
Portal vein invasion | 1.295 | 0.040 | 3.653 | 1.064 | 12.545 | 1.451 | 0.031 | 4.265 | 1.143 | 15.915 |
Metastasis | 0.252 | 0.667 | 1.287 | 0.407 | 40.64 | 0.902 | 0.130 | 2.465 | 0.767 | 7.922 |
Margin | -0.050 | 0.927 | 0.951 | 0.328 | 2.758 | 0.161 | 0.780 | 1.174 | 0.380 | 3.624 |
NEK6 overexpression | 0.308 | 0.307 | 1.361 | 0.754 | 2.459 | 0.402 | 0.188 | 1.495 | 0.822 | 2.721 |