Clinicopathological relevance of YAP1 expression
Firstly, to identify the clinicopathological relevance of YAP1 expression in SCLC, we compared the clinicopathological features between YAP1 positive and YAP1 negative in total 297 SCLC patients (Table 1). Overall, there were 97 (32.7%) YAP1 positive patients and 200 (67.3%) YAP1 negative patients. We found that YAP1 positive group contained more C-SCLC patients than YAP1 negative group (24.7% vs. 11.0%, P = 0.004, Table 1). Besides, the mean age was significantly higher in YAP1 positive patients than in YAP1 negative patients (55.90 ± 10.30 vs. 59.40 ± 8.83, P = 0.004, Table 1). And YAP1 positive group contained more males (81.4% vs. 65.5%, P = 0.007, Table 1). In addition, we found a correlation of YAP1 expression with smoking since a higher percentage of smokers was observed in YAP1 positive group (74.2% vs. 61.5%, P = 0.042, Table 1). There was no significant difference in other clinical parameters including tumor laterality, clinical stage, VALSG stage, treatment modes and patterns of relapse. As for pathological features, we found a significant higher percentage of necrosis in YAP1 positive group with median and quartile 30 [20, 40] vs. 20 [10, 30] in YAP1 positive group and negative group respectively (Table 1). Besides, there was a trend towards less incidence of nerve invasion in YAP1 positive patients (25.8% v. 37.0%, P = 0.073, Table 1). Consistent with these results, we observed that the positive rate of YAP1 was significant higher in C-SCLC (C-SCLC vs. P-SCLC, 52.2% vs. 29.1%, P = 0.004), male sex (male vs. female, 37.6% vs. 20.7%, P = 0.007), patients with age above 60 (age > 60 vs. age ≤ 60, 43.1% vs. 26.6%, P = 0.005) and smokers (yes vs. no: 36.9% vs. 24.5%, P = 0.042) (Fig. 1).
Table 1
Clinicopathological feature in 297 SCLC patients stratified by YAP1 expression.
Clinicopathological parameters
|
YAP1
|
|
Negative
|
Positive
|
P*
|
(n = 200)
|
(n = 97)
|
|
Histological subtype (%)
|
|
|
0.004
|
P-SCLC
|
178 (89.0)
|
73 (75.3)
|
|
C-SCLC
|
22 (11.0)
|
24 (24.7)
|
|
Age (mean (SD))
|
55.90 (10.30)
|
59.40 (8.83)
|
0.004
|
Sex = Male (%)
|
131 (65.5)
|
79 (81.4)
|
0.007
|
Smoking = Yes (%)
|
123 (61.5)
|
72 (74.2)
|
0.042
|
Tumor laterality = Right (%)
|
107 (53.5)
|
44 (45.4)
|
0.233
|
Clinical stage (%)
|
|
|
0.487
|
I
|
54 (27.0)
|
33 (34.0)
|
|
II
|
56 (28.0)
|
29 (29.9)
|
|
III
|
83 (41.5)
|
32 (33.0)
|
|
IV
|
7 (3.5)
|
3 (3.1)
|
|
VALSG stage (%)
|
|
|
1.000
|
Limited stage
|
193 (96.5)
|
94 (96.9)
|
|
Extensive stage
|
7 (3.5)
|
3 (3.1)
|
|
Treatment (%)
|
|
|
0.312
|
S
|
24 (12.0)
|
11 (11.3)
|
|
S + CTx
|
106 (53.0)
|
60 (61.9)
|
|
S + CTx + RT
|
70 (35.0)
|
26 (26.8)
|
|
Operation means (%)a
|
|
|
0.122
|
Lobectomy
|
163 (81.5)
|
73 (75.3)
|
|
Pneumonectomy
|
12 (6.0)
|
8 (8.2)
|
|
Wedge resection
|
9 (4.5)
|
10 (10.3)
|
|
CTx before S = Yes (%)
|
20 (10.0)
|
7 (7.2)
|
0.522
|
CTx = Yes (%)
|
176 (88.0)
|
86 (88.7)
|
1.000
|
RT = Yes (%)
|
70 (35.0)
|
26 (26.8)
|
0.199
|
PCI = Yes (%)
|
45 (22.5)
|
21 (21.6)
|
0.987
|
Patterns of relapse (%) b
|
|
|
0.704
|
DM
|
46 (23.0)
|
26 (26.8)
|
|
IR
|
26 (13.0)
|
12 (12.4)
|
|
DM + IR
|
17 (8.5)
|
5 (5.2)
|
|
No recurrence
|
103 (51.5)
|
49 (50.5)
|
|
Lymph nodes = Positive (%)
|
129 (64.5)
|
54 (55.7)
|
0.180
|
Pleural invasion = Yes (%)
|
66 (33.0)
|
37 (38.1)
|
0.457
|
Bronchus invasion = Yes (%)
|
168 (84.0)
|
81 (83.5)
|
1.000
|
Vascular invasion = Yes (%)
|
165 (82.5)
|
84 (86.6)
|
0.464
|
Nerve invasion = Yes (%)
|
74 (37.0)
|
25 (25.8)
|
0.073
|
Tumor thrombosis = Yes (%)
|
107 (53.5)
|
48 (49.5)
|
0.599
|
STAS = Yes (%)
|
149 (74.5)
|
69 (71.1)
|
0.634
|
Necrosis (median [IQR])
|
20 [10, 30]
|
30 [20, 40]
|
< 0.001
|
Fibrosis (median [IQR])
|
20 [10, 20]
|
20 [10, 20]
|
0.934
|
TILs (median [IQR])
|
20 [10, 30]
|
20 [10, 30]
|
0.078
|
P- SCLC: pure small cell lung cancer; C-SCLC: combined small cell lung cancer; VALSG: Veterans Administration Lung Study Group; S, surgery; CTx, chemotherapy; RT, radiotherapy; PCI: prophylactic cranial irradiation; TILs: tumor infiltrating lymphocytes; STAS: spread through air spaces.
a22 patients were excluded because the surgical information was unavailable. b13 patients were excluded because the sites of recurrence were not recorded.
*P < 0.05 is indicated by bold italics.
|
Combined components of C-SCLC and YAP1 expression in non-small cell components of C-SCLC
The non-small cell components in C-SCLC were mainly squamous cell carcinoma (SCC) and adenocarcinoma (ADC) with 19 cases (41.3%) and 18 (39.1%) cases respectively, followed by 4 (8.7%) cases of large cell carcinoma, 2 (4.3%) cases of large cell neuroendocrine carcinoma, 1 (2.1%) case of carcinoid tumor, 1 case of carcinoid tumor combined with large cell neuroendocrine carcinoma, and 1 (2.1%) case of adenosquamous carcinoma. In addition to small cell components of C-SCLC, we further assessed the YAP1 expression in non-small cell components of C-SCLC. In 46 C-SCLC patients, YAP1 was found positive in 27 (58.7%) patients. Specifically, YAP1 positive rate was 83.3% (15/18), 58.0% (11/19) and 11.1% (1/9) in ADC, SCC and the rest of components respectively. Figure 3a showed a representative C-SCLC patient whose tumor consisted of small cell and ADC components and was found positive for YAP1 expression in both components (Fig. 3b).
Clinicopathological characteristic distribution before and after propensity score matching (PSM)
We used PSM to match C-SCLCs and P-SCLCs in a ratio of 1 to 2 to balance age, gender, tumor stage and treatment methods. Ninety-two cases of P-SCLC patients were successfully matched with 46 C-SCLC patients and the prescribed clinical parameters were well balanced between P-SCLC and C-SCLC cases. Before matching, the age of C-SCLC patients was higher than P-SCLC patients (59.65 ± 8.72 vs. 56.56 ± 10.12, P = 0.053), but the imbalance was negligible after matching with mean ± standard deviation of age 59.77 ± 8.11 in P-SCLC patients (P = 0.937). Other clinical parameters like gender, clinical stage, VALSG stage, treatment methods were also well balanced with P > 0.05 (Table 2). The detailed clinicopathologic features and treatment history of 46 C-SCLC cases and 92 P-SCLC cases were shown in Table 2. However, YAP1 expression level was significantly higher in small cell components of C-SCLCs than in that of P-SCLCs before and after PSM (before PSM: median 1 vs. 0, P = 0.00058, Fig. 2a; after PSM: median 1 vs. 0, P = 0.011, Fig. 2b).
Table 2
The clinical parameters of combined SCLC and pure SCLC before and after matching.a
Clinical parameters
|
Before matching
|
After matching
|
P-SCLC
|
C-SCLC
|
P
|
P-SCLC
|
C-SCLC
|
P
|
(n = 251)
|
(n = 46)
|
|
(n = 92)
|
(n = 46)
|
|
Age (mean (SD))
|
56.56 (10.12)
|
59.65 (8.72)
|
0.053
|
59.77 (8.11)
|
59.65 (8.72)
|
0.937
|
Age group (%)
|
164 (65.3)
|
24 (52.2)
|
0.124
|
50 (54.3)
|
24 (52.2)
|
0.952
|
≤ 60 years
|
164 (65.3)
|
24 (52.2)
|
|
50 (54.3)
|
24 (52.2)
|
|
> 60 years
|
87 (34.7)
|
22 (47.8)
|
|
42 (45.7)
|
22 (47.8)
|
|
Sex = Male (%)
|
175 (69.7)
|
35 (76.1)
|
0.486
|
67 (72.8)
|
35 (76.1)
|
0.837
|
Smoking = Yes (%)
|
159 (63.3)
|
36 (78.3)
|
0.074
|
62 (67.4)
|
36 (78.3)
|
0.259
|
Tumor laterality = Right (%)
|
125 (49.8)
|
26 (56.5)
|
0.498
|
46 (50.0)
|
26 (56.5)
|
0.588
|
Clinical stage (%)
|
|
|
0.469
|
|
|
0.984
|
I
|
78 (31.1)
|
9 (19.6)
|
|
19 (20.7)
|
9 (19.6)
|
|
II
|
70 (27.9)
|
15 (32.6)
|
|
27 (29.3)
|
15 (32.6)
|
|
III
|
95 (37.8)
|
20 (43.5)
|
|
42 (45.7)
|
20 (43.5)
|
|
IV
|
8 (3.2)
|
2 (4.3)
|
|
4 (4.3)
|
2 (4.3)
|
|
VALSG stage (%)
|
|
|
0.682
|
|
|
1.000
|
Limited stage
|
242 (96.4)
|
44 (95.7)
|
|
88 (95.7)
|
44 (95.7)
|
|
Extensive stage
|
9 (3.6)
|
2 (4.3)
|
|
4 (4.3)
|
2 (4.3)
|
|
Treatment (%)
|
|
|
0.485
|
|
|
0.958
|
S
|
32 (12.7)
|
3 (6.5)
|
|
6 (6.5)
|
3 (6.5)
|
|
S + CTx
|
140 (55.8)
|
26 (56.5)
|
|
50 (54.3)
|
26 (56.5)
|
|
S + CTx + RT
|
79 (31.5)
|
17 (37.0)
|
|
36 (39.1)
|
17 (37.0)
|
|
Operation means (%)b
|
|
|
0.623
|
|
|
0.732
|
Lobectomy
|
200 (79.7)
|
36 (78.3)
|
|
75 (81.5)
|
36 (78.3)
|
|
Pneumonectomy
|
18 (7.2)
|
2 (4.3)
|
|
7 (7.6)
|
2 (4.3)
|
|
Wedge resection
|
15 (6.0)
|
4 (8.7)
|
|
6 (6.5)
|
4 (8.7)
|
|
CTx before S = Yes (%)
|
25 (10.0)
|
2 (4.3)
|
0.278
|
3 (3.3)
|
2 (4.3)
|
1.000
|
CTx = Yes (%)
|
219 (87.3)
|
43 (93.5)
|
0.339
|
86 (93.5)
|
43 (93.5)
|
1.000
|
RT = Yes (%)
|
79 (31.5)
|
17 (37.0)
|
0.576
|
36 (39.1)
|
17 (37.0)
|
0.951
|
PCI = Yes (%)
|
59 (23.5)
|
7 (15.2)
|
0.294
|
21 (22.8)
|
7 (15.2)
|
0.410
|
P-SCLC: pure small cell lung cancer; C-SCLC: combined small cell lung cancer; VALSG: Veterans Administration Lung Study Group; S, surgery; CTx, chemotherapy; RT, radiotherapy; PCI: prophylactic cranial irradiation.
a The data shown on the left half of this table has been previously published with doi: 10.1111/1759−7714.13591.
b22 patients before matching and 8 patients after matching were excluded because the surgical information was unavailable.
|
Positive YAP1 expression was associated a worse prognosis in C-SCLC but not in P-SCLC
The follow-up period for the entire cohort after matching ranged from 4.0 to 166.6 months, and the median follow-up time was 47.2 months, 47.8 months, 46.5 months for entire cohort, P-SCLC cohort and C-SCLC cohort respectively. In total, 67 patients (48.6%, including 44 P-SCLCs and 23 C-SCLCs) had relapsed and 52 patients (37.7%, including 34 P-SCLCs and 18 C-SCLCs) deceased at the end of follow-up. During the follow-up, 27 patients (19.6%, including 18 P-SCLCs and 9 C-SCLCs) were lost. The 5-year RFS rates were 51.9%, 54.0%, 47.6% and the 5-year OS rates were 63.3%, 66.4%, 56.7%, for entire cohort, P-SCLC cohort and C-SCLC respectively. The median RFS was 74.7 months, 85.7 months, 59.3 months and the median OS was 110.6 months, 110.6 months, NA for entire cohort, P-SCLC cohort and C-SCLC cohort respectively. No significant RFS (P = 0.901) and OS (P = 0.700) were observed between P-SCLC and C-SCLC (Figure S2). According to univariate survival analysis in the 92 P-SCLC patients, YAP1 expression not significantly correlated with RFS (P = 0.863, Figure S1a) or OS (P = 0.728, Fig. 4a). However, for 46 C-SCLC patients, YAP1 positive patients had a shorter RFS and OS compared with YAP1 negative patients (RFS, 25.2 vs. 97.7 months, P = 0.366, Figure S1b; OS, 38.8 vs. NA months, P = 0.013, Fig. 4b), with the 5-year RFS rate 42.3% vs. 54.4% (P = 0.366) and the 5-year OS rate 39.0% vs. 74.9%, P = 0.013) in YAP1 positive and YAP1 negative patients respectively, although the effect of YAP1 expression on RFS was insignificant (P = 0.366, Figure S1b).
Multivariate analysis identified positive YAP1 expression as an independent prognostic factor for C-SCLC
Variables including age group, gender, smoking history, TNM stage, VALSG staging, present or absent lymph node invasion, whether or not receiving prophylactic cranial irradiation (PCI) and YAP1 expression (positive or negative) were included in the Cox proportional hazard model for multivariate survival analysis in P-SCLC and C-SCLC separately. Positive YAP1 expression was identified as one of three independent risk factors for shorter OS in C-SCLC group (HR 2.93, 95% CI 1.01–8.51, P = 0.048, Fig. 5A). The other two independent factors for OS of C-SCLC were VALSG stage (Extensive stage vs. Limited stage HR 19.91, 95% CI 2.75-144.29, P = 0.003, Fig. 5A) and presence of lymph node invasion (HR 4.09, 95% CI 0.93–17.98, P = 0.062, Fig. 5A). In P-SCLC group, only clinical stage was identified as an independent prognostic factor (P = 0.008, Fig. 5B) and YAP1 expression had no prognostic significance for OS.
Comparison of the effect of YAP1 expression on OS in different subgroup of entire cohort
We further compared OS between YAP1 positive (+) and YAP1 negative (-) patients in different subgroups of total 138 SCLC patients. Overall YAP1 (+) was an unfavorable indicator for OS, but the prognostic effect of YAP1 (+) was most significant in C-SCLC (HR 3.46, 95% CI 1.23–9.77, P = 0.019, Fig. 6). Besides, YAP1 (+) also associated with worse survival in patients with age ≤ 60 (HR 2.04, 95% CI 0.92–4.51, P = 0.077), current or former smokers (HR 1.62, 95% CI 0.88–2.97, P = 0.120), patients with lymph node invasion (HR 1.79, 95% CI 0.98–3.29, P = 0.059) and patients without receiving PCI (HR 1.66, 95% CI 0.93–2.97, P = 0.085, Fig. 6).