Case Control Study
Copyright ©The Author(s) 2025.
World J Exp Med. Sep 20, 2025; 15(3): 107711
Published online Sep 20, 2025. doi: 10.5493/wjem.v15.i3.107711
Table 1 Characteristics of the included control, benign, and ovarian cancer patients (malignant cases), n (%)
Variables
Control (n = 30)
Benign (n = 10)
Malignant (n = 50)
Age (years)mean ± SD48.4 ± 850.7 ± 8.352.3 ± 14.5
Median (range)49 (23-54)48.5 (41-66)50.5 (25-86)
Family historyPositive1(10.0)6 (12.0)
Negative9 (90.0)44 (88.0)
MetastasisPositive34 (68.0)
Negative16 (32.0)
Site of metastasisOmentum/peritoneum29 (58.0)
Ileum1 (2.0)
Ileum and rectum1 (2.0)
Pancreas1 (2.0)
Liver1 (2.0)
Lymph nodes1 (2.0)
Tumor markersCarcinoembryonic antigen65.6 (3.34-116.2)
CA19-9475.95 (41.3-7174)
CA15-347.25 (27.39-353.3)
Table 2 Plasma protein levels in different study groups

Control (n = 30)
Benign (n = 10)
Malignant (n = 50)
P value
Cancer antigen 125 (U/mL)12.2 (3.1-25.9)a28.6 (3.5-1217)b232 (5.5-3649)c< 0.001
Human epididymis protein 4 (pmol/L)41.6 (3.8-83.8)a93.4 (37-800)b283 (37-5908)b< 0.001
Insulin-like growth factors-binding proteins 2 (pg/mL)273 (117-353)a2641 (1114-3773)b2669 (146-5785)b< 0.001
Thrombospondin 1 protein (pg/mL)2899 (95-8500)1702 (560-3540)1803 (92-8500)0.051
Secreted phosphoprotein 1 (ng/mL)4.2 (1.9-6.3)a3.98 (0.85-11.5)a40.4 (11-76.5)b< 0.001
D-dimer (ng/mL)0.1 (0-0.5)a832 (262-3429)b744 (50-1000)b< 0.001
Table 3 Diagnostic accuracy of the assessed markers for the epithelial ovarian cancer patients
Test variables
Area under the receiver operating characteristic curve
Cutoff value
Sensitivity
Specificity
P value
CA1250.94341.190%100%< 0.001
HE40.93666.482%93.3%< 0.001
Insulin-like growth factors-binding proteins 20.981553.198%100%< 0.001
TSP10.653246070%66.7%0.046
SPP10.9088.6486.7%100%< 0.001
TSP1 + SPP10.968-93.3%100%< 0.001
CA125 + SPP10.968-93.3%100%< 0.001
CA125 + HE40.962-91.7%93.3%< 0.001
CA125 + TSP10.949-95%83.3%< 0.001
Table 4 Regression analysis for the diagnosis of epithelial ovarian cancer patients

Odds ratio
95%CI for Exp(B)
P value
Lower
Upper
Age1.1031.0491.1590.001
Family history00.000.000.999
Menopausal status00.000.000.999
Cancer antigen 1251.0721.0251.1220.002
Human epididymis protein 41.0691.0301.1110.001
Insulin-like growth factors-binding proteins 21.0091.0001.0170.044
Thrombospondin 1 protein1.0001.0001.0000.080
Secreted phosphoprotein 11.3751.0921.7320.007
D-dimer1.6740.0003611171.8300.945
Table 5 Correlation among the tested variables in epithelial ovarian cancer patients

HE4
IGFBP2
TSP1
SPP1
CA19-9
CA15-3
D-dimer
CA125r value0.3650.1310.0010.183-0.071-0.4460.046
P value0.0040.3180.9950.1610.8790.2680.791
HE4r value-0.0180.1010.255-0.5360.7590.220
P value0.8910.4440.0500.2150.0290.204
IGFBP2r value0.3060.031-0.6430.4700.376
P value0.0180.8150.1190.2400.026
TSP1r value-0.058-0.6430.349-0.298
P value0.7070.1190.3960.082
SPP1r value0.1070.325-0.009
P value0.8190.4320.959