Introduction
Material and methods
Study cohort
Treatment and follow-up
Statistical analysis
Results
SEER Database
Clinical characteristics (Table 1)
Variables | SEER database (NO.) | % |
---|---|---|
Total | 884 | |
Age of diagnosis
| 55.77 ± 12.40a | |
≤ 50y | 311 | 35.2 |
51 ~ 60y | 282 | 31.9 |
61 ~ 70y | 176 | 19.9 |
> 70y | 115 | 13.0 |
Race
| ||
White | 696 | 78.7 |
Black | 50 | 5.7 |
Asian/Pacific Islander | 119 | 13.5 |
Other | 19 | 2.1 |
Origin
| ||
Non-Spanish-Hispanic-Latino | 800 | 90.5 |
Spanish-Hispanic-Latino | 84 | 9.5 |
Laterality
| ||
Unilateral | 757 | 85.6 |
Bilateral | 125 | 14.1 |
Unknown | 2 | 0.2 |
Tumor Size
| ||
< 1 cm | 25 | 2.8 |
1 ~ 4 cm | 131 | 14.8 |
5 ~ 10 cm | 235 | 26.6 |
> 10 cm | 413 | 46.7 |
Unknown | 80 | 9.1 |
Summary stage 2000
| ||
Localized | 364 | 41.2 |
Regional | 407 | 46.0 |
Distant | 113 | 12.8 |
Grade
| ||
G1 | 342 | 38.7 |
G2 | 340 | 38.5 |
G3 | 170 | 19.3 |
G4 | 32 | 3.6 |
FIGO stage
| ||
I | 598 | 67.6 |
II | 151 | 17.1 |
III | 104 | 11.8 |
IV | 31 | 3.5 |
FIGO stage
| ||
I ~ IIIB | 802 | 90.7 |
IIIC ~ IV | 72 | 8.1 |
Unknown | 10 | 1.1 |
Regional LN resected
| ||
None/Unknown | 173 | 19.6 |
1 ~ 3 | 77 | 8.7 |
4 or more | 634 | 71.7 |
Types of surgery
| ||
USO (hys/nonhys) | 31 | 3.4 |
BSO (hys/nonhys) | 204 | 23.1 |
SO and Ome (hys/nonhys) | 401 | 45.4 |
Debulking | 236 | 26.7 |
Other | 12 | 1.4 |
Regional LN status
| ||
Positive | 50 | 5.7 |
Negative | 661 | 74.8 |
Unchecked | 173 | 19.5 |
CA125 status
| ||
Positive | 539 | 61.0 |
Negative | 112 | 12.7 |
Unknown | 233 | 26.3 |
CS mets
| ||
Liver | 12 | 1.4 |
Lung | 4 | 0.5 |
Brain | 1 | 0.1 |
Status
| ||
Alive | 742 | 83.9 |
Dead | 142 | 16.1 |
Prognosis
Variables | Overall survival (Univariable cox analysis) | Overall survival (Multivariable cox analysis) | |||
---|---|---|---|---|---|
HR (95% CI) | P value | HR (95% CI) | P value | P valuea | |
Age of diagnosis | |||||
≤ 50y | Ref | Ref | - | - | |
51 ~ 60y | 1.162(0.714 ~ 1.889) | 0.546 | 1.276(0.716 ~ 2.274) | 0.408 | 0.424 |
61 ~ 70y | 1.740(1.057 ~ 2.863) | 0.029 | 1.549(0.837 ~ 2.868) | 0.164 | 0.193 |
> 70y | 5.073(3.232 ~ 7.962) | < 0.001 | 5.064(2.793 ~ 9.182) | < 0.001 | < 0.001 |
Laterality | |||||
Unilateral | Ref | - | Ref | - | |
Bilateral | 1.708(1.146 ~ 2.546) | 0.009 | 0.699(0.408 ~ 1.198) | 0.193 | 0.165 |
Summary stage 2000 | |||||
Localized | Ref | - | Ref | - | - |
Regional | 1.579(1.027 ~ 2.428) | 0.037 | 0.699 (0.335 ~ 1.457) | 0.339 | 0.261 |
Distant | 6.841(4.426 ~ 10.574) | < 0.001 | 0.758(0.174 ~ 3.305) | 0.713 | 0.433 |
Grade | |||||
G1 | Ref | - | Ref | - | - |
G2 | 1.980(1.231 ~ 3.186) | 0.005 | 1.957(1.045 ~ 3.664) | 0.036 | 0.054 |
G3 | 4.597(2.875 ~ 7.351) | < 0.001 | 3.248(1.652 ~ 6.386) | 0.001 | 0.002 |
G4 | 7.351(3.836 ~ 14.088) | < 0.001 | 3.008(1.174 ~ 7.709) | 0.022 | 0.086 |
FIGO stage | |||||
I | Ref | - | Ref | - | - |
II | 2.463(1.550 ~ 3.912) | < 0.001 | 2.991(1.426 ~ 6.275) | 0.004 | 0.005 |
III | 6.281(4.197 ~ 9.400) | < 0.001 | 5.361(1.531 ~ 18.772) | 0.009 | 0.016 |
IV | 12.531(7.371 ~ 21.302) | < 0.001 | 10.483(2.610 ~ 42.104) | 0.001 | 0.002 |
FIGO stage | |||||
I ~ IIIB | Ref | - | Ref | - | - |
IIIC ~ IV | 5.808(3.987 ~ 8.462) | < 0.001 | 1.033(0.398 ~ 2.683) | 0.947 | 0.955 |
Types of surgery | |||||
Debulking | Ref | - | Ref | - | - |
SO&Ome | 0.406(0.277 ~ 0.595) | < 0.001 | 1.011(0.068 ~ 1.680) | 0.968 | 0.972 |
USO | 0.590(0.237 ~ 1.470) | 0.257 | 5.889(2.047 ~ 16.938) | 0.001 | 0.001 |
BSO | 0.392(0.242 ~ 0.633) | < 0.001 | 0.971(0.494 ~ 1.907) | 0.931 | 0.934 |
The number of LN resected | |||||
None/Unknown | Ref | - | Ref | - | - |
1 ~ 3 | 1.163(0.679 ~ 1.993) | 0.582 | 0.396(0.076 ~ 2.060) | 0.271 | 0.368 |
4 or more | 0.510(0.353 ~ 0.738) | < 0.001 | 0.303(0.066 ~ 1.397) | 0.126 | 0.221 |
Regional LN status | |||||
Negative | Ref | - | Ref | - | - |
Positive | 4.571(2.867 ~ 7.289) | < 0.001 | 0.987(0.420 ~ 2.319) | 0.976 | 0.978 |
Unchecked | 2.265(1.555 ~ 3.299) | < 0.001 | 0.384(0.079 ~ 1.856) | 0.234 | 0.315 |
CA125 status | |||||
Negative | Ref | - | Ref | - | - |
Positive | 2.833(1.378 ~ 5.824) | 0.005 | 2.012(0.917 ~ 4.415) | 0.081 | 0.094 |
Race | |||||
White | Ref | - | |||
Black | 1.494 (0.824 ~ 2.710) | 0.186 | |||
Asian/Pacific Islander | 0.860 (0.501–1.473) | 0.582 | |||
Other | 0.622(0.154 ~ 2.519) | 0.506 | |||
Origin | |||||
Non-Spanish | Ref | - | |||
Spanish | 0.838(0.453 ~ 1.550) | 0.572 | |||
Tumor size | |||||
< 1 cm | Ref | - | |||
1 ~ 4 cm | 1.755(0.403 ~ 7.635) | 0.453 | |||
5 ~ 10 cm | 1.851(0.443 ~ 7.735) | 0.399 | |||
> 10 cm | 2.513(0.617 ~ 10.242) | 0.199 |
Construction and inner validation of nomogram
Two clinical centers in China
Clinical characteristics (Table 3)
Variables | No | % |
---|---|---|
Total
| 87 | |
Age of diagnosis
| 47.14 ± 11.50a | |
≤ 50y | 50 | 57.5 |
51 ~ 60y | 28 | 32.2 |
> 60y | 9 | 10.3 |
Menopause
| ||
Pre- | 33 | 37.9 |
Post- | 54 | 62.1 |
Body mass index (kg/m
2
)
| ||
< 18.5 | 8 | 9.2 |
18.5 ~ 23.9 | 45 | 51.7 |
24 ~ 27.9 | 13 | 14.9 |
≥ 28 | 5 | 5.8 |
Unknown | 16 | 18.4 |
Laterality
| ||
Unilateral | 57 | 65.5 |
Bilateral | 22 | 25.3 |
Unknown | 8 | 9.2 |
FIGO stage
| ||
I | 51 | 58.6 |
II | 7 | 8.0 |
III | 26 | 29.9 |
IV | 3 | 3.5 |
Grade
| ||
G1 | 16 | 18.4 |
G2 | 40 | 46.0 |
G3 | 21 | 24.1 |
G4 | 1 | 1.2 |
Unknown | 9 | 10.3 |
Endometriosis
| 24 | 27.6 |
LN positive
| 11 | 12.6 |
Adenomyosis
| 4 | 4.6 |
Comorbidities
| ||
Diabetes | 5 | 5.7 |
Hypertension | 8 | 9.2 |
Venous thromboembolism | 1 | 1.1 |
Breast cancer history | 1 | 1.1 |
Connective tissue disease | 2 | 2.3 |
Thyroid disease | 2 | 2.3 |
Preoperative laboratory test
| ||
CA125(U/ml) | ||
Negative (< 35) | 9 | 10.3 |
Positive (≥ 35) | 74 | 85.1 |
35 ~ 99 | 19 | 21.8 |
100 ~ 499 | 26 | 29.9 |
≥ 500 | 29 | 33.3 |
Unknown | 4 | 4.6 |
HE4 (pM) | ||
Negative (< 70) | 19 | 21.8 |
Positive (≥ 70) | 56 | 64.4 |
70 ~ 499 | 39 | 44.8 |
≥ 500 | 17 | 19.5 |
Unknown | 12 | 13.8 |
Cytoreduction | ||
R0 | 74 | 85.1 |
R1 ~ R2 | 6 | 6.9 |
Unknown | 7 | 8.0 |
Status | ||
Alive | 59 | 67.8 |
Dead | 10 | 11.5 |
Loss of follow up | 18 | 20.7 |
Prognosis
Overall survival (Univariable cox analysis) | Overall survival (Multivariable cox analysis) | Progression free survival (Univariable cox analysis) | Progression free survival (Multivariable cox analysis) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
HR | P value | P valuea | P value | P valuea | HR | P value | P valuea | P value | P valuea | |
Ageb | 37.041 (0.082 ~ 16,737.327) | 0.247 | 0.001 | 0.968 | 0.625 | 37.822 (0.178 ~ 8054.851) | 0.184 | 0.001 | 0.977 | 0.654 |
Menopause | 1.282 (0.361 ~ 4.559) | 0.701 | 0.703 | 1.258 (0.397 ~ 3.988) | 0.697 | 0.692 | ||||
BMIb | 0.249 (0.061 ~ 1.010) | 0.052 | 0.014 | 0.086 | 0.020 | 0.336 (0.094 ~ 1.200) | 0.093 | 0.081 | 0.366 | 0.018 |
Laterality | 5.454 (1.041 ~ 28.583) | 0.045 | 0.021 | 0.195 | 0.028 | 7.889 (1.581 ~ 39.373) | 0.012 | 0.005 | 0.287 | 0.142 |
FIGO stagec | 3.829 (1.061 ~ 13.817) | 0.040 | 0.009 | 0.315 | 0.032 | 4.895 (1.544 ~ 15.525) | 0.007 | 0.001 | 0.913 | 0.257 |
Graded | 2.631 (0.704 ~ 9.826) | 0.150 | 0.101 | 1.957 (0.596 ~ 6.425) | 0.268 | 0.282 | ||||
LN metastasis | 1.383 (0.172 ~ 11.094) | 0.760 | 0.779 | 1.155 (0.146 ~ 9.135) | 0.891 | 0.909 | ||||
CA125 levelb | 2.968 (0.809 ~ 10.892) | 0.101 | 0.069 | 0.449 | 0.067 | 2.361 (0.704 ~ 7.915) | 0.164 | 0.161 | ||
CA19-9 levelb | 5.419 (0.676 ~ 43.411) | 0.111 | 0.061 | 0.670 | 0.464 | 0.330 (0.071 ~ 1.534) | 0.157 | 0.073 | 0.734 | 0.553 |
HE4 levelb | 6.640 (0.834 ~ 52.853) | 0.074 | 0.058 | 0.961 | 0.642 | 9.593 (1.235 ~ 74.521) | 0.031 | 0.025 | 0.973 | 0.729 |
Albuminb | 1.858 (0.337 ~ 10.178) | 0.478 | 0.411 | 1.505 (0.291 ~ 7.778) | 0.626 | 0.622 | ||||
Ascites (2000 ml) | 0.905 (0.112 ~ 7.297) | 0.925 | 0.932 | 2.041 (0.439 ~ 9.475) | 0.363 | 0.186 | ||||
Endometriosis | 0.451 (0.057 ~ 3.571) | 0.451 | 0.358 | 0.332 (0.043 ~ 2.580) | 0.292 | 0.178 | ||||
Interval day (14 days) | 0.351 (0.073 ~ 1.694) | 0.192 | 0.117 | 0.480 (0.127 ~ 1.815) | 0.280 | 0.248 | ||||
Cytoreduction level | 2.693 (0.308 ~ 23.525) | 0.370 | 0.164 | 0.097 (0.017 ~ 0.537) | 0.008 | 0.001 | 0.255 | 0.057 |