Patient baseline characteristics
There were 381 patients with a pathological diagnosis of IPMN, including 215 male patients and 166 female patients. Their ages ranged from 31 to 84 (median age, 62.4) years old. Of all these IPMN patients, 228 had lesions located at the head of the pancreas (59.8%), 119 had lesions located at the pancreatic body or tail (31.2%), and the rest of the patients did not have a definite location of the lesion.
With regard to histological grade, 118 patients had invasive carcinoma (31.0%), 17 patients had high-grade dysplasia (4.5%), and the remaining patients had low- or moderate-grade dysplasia (64.6%). According to pathological reports, 5 patients had vascular invasion (2.6%), and 11 patients had perineural infiltration (5.8%).
Regarding serum biomarkers, 379 patients had CA19-9 levels measured preoperatively, and 95 patients had elevated CA19-9 levels (25.1%, cut-off value = 37 U/ml). A total of 378 patients had preoperative records of CA125 levels, and 8 of them had elevated CA125 levels (2.12%, cut-off value = 35 U/ml). A total of 381 patients had preoperatively documented CEA levels, and 48 patients had elevated CEA levels (12.6%, cut-off value = 5.3 ng/l).
Value of CA19-9, CA125 and CEA in predicting invasive IPMN
The malignant and benign IPMN subgroups differed in serum biomarker levels. Invasive IPMNs had higher average CA19-9 levels (149.4 vs 20.4U/ml, p < 0.0001), higher average CA125 levels (17.5 vs 11.8U/ml, p < 0.0001), and higher average CEA levels (5.27 vs 2.72ng/l, p < 0.0001) (Figure 1).
Compared to patients with normal CA19-9 levels, patients with elevated CA19-9 levels were more likely to have invasive carcinoma or high-grade dysplasia (p < 0.001, Table 1). Elevated CA19-9 was also associated with vascular invasion (HR = 18.06, p < 0.001) and perineural infiltration (HR = 3.79, p = 0.042). The specificity and sensitivity of CA19-9 were 89.8% and 51.9%, respectively. Although its specificity was acceptable, its sensitivity was less than satisfactory.
Table 1
Characteristics of IPMN patients stratified by CA19-9
variables
|
CA19-9≤36.9U/ml
|
CA19-9>36.9U/ml
|
P value
|
Age, n(%)
|
|
|
0.513
|
<60
|
94(33.1%)
|
28(29.5%)
|
|
≥60
|
190(66.9%)
|
67(70.5%)
|
|
Sex, (n%)
|
|
|
0.159
|
Male
|
167(58.8%)
|
48(50.5%)
|
|
Female
|
117(41.2%)
|
47(49.5%)
|
|
Location, (n%)
|
|
|
0.470
|
Head
|
169(64.8%)
|
58(69.0%)
|
|
Body and tail
|
92(35.2%)
|
26(31.0%)
|
|
Tumour grade, (n%)
|
|
|
༜0.001
|
Low and Moderate
|
219(77.1%)
|
25(26.3%)
|
|
High and Carcinoma
|
65(22.9%)
|
70(73.7%)
|
|
Vascular invasion, (n%)
|
|
|
0.006
|
No
|
149(99.3%)
|
33(89.2%)
|
|
Yes
|
1(0.7%)
|
4(10.8%)
|
|
Perineural infiltration, (n%)
|
|
|
0.042
|
No
|
145(96.0%)
|
32(86.5%)
|
|
Yes
|
6(4.0%)
|
5(13.5%)
|
|
Table 2. Characteristics of IPMN patients stratified by CA125
variables
|
CA125≤13.5 U/ml
|
CA125༞13.5 U/ml
|
P Value
|
Age, n(%),y
|
|
|
1.000
|
< 60
|
81(32.3%)
|
41(32.3%)
|
|
≥ 60
|
170(67.7%)
|
86(67.7%)
|
|
Sex, (n%)
|
|
|
0.037
|
Male
|
152(60.6%)
|
62(48.8%)
|
|
Female
|
99(39.4%)
|
65(51.2%)
|
|
Location, (n%)
|
|
|
0.401
|
Head
|
146(64.0%)
|
80(69.0%)
|
|
Body and tail
|
82(36.0%)
|
36(31.0%)
|
|
Tumour grade, (n%)
|
|
|
<0.001
|
Low and Moderate
|
178(70.9%)
|
66(52.0%)
|
|
High and Carcinoma
|
73(29.1%)
|
61(48.0%)
|
|
Vascular invasion, (n%)
|
|
|
0.334
|
No
|
124(98.4%)
|
59(95.2%)
|
|
Yes
|
2(1.6%)
|
3(4.8%)
|
|
Perineural infiltration, (n%)
|
|
|
0.731
|
No
|
121(95.2%)
|
58(93.5%)
|
|
Yes
|
6(4.7%)
|
4(6.5%)
|
|
Table2. Characteristics of IPMN patients stratified by CA125 |
Preoperative serum CA125 and CEA levels also showed efficacy in predicting the risk of IPMN when applied with clinical cut-off values (35 U/ml for CA125 and 5.3 ng/l for CEA). The specificities of CA125 and CEA were 99.6% and 93.5%, respectively. However, the sensitivities of CA125 and CEA were 5.2% and 23.9%, respectively, suggesting that they had limited efficacy, and their cut-off values should be readjusted to recognize malignant IPMNs more sensitively.
Therefore, receiver operating characteristic (ROC) curves of CA19-9, CA125 and CEA were generated, and the Youden indices of each point were calculated to determine the most appropriate cut-off values (Figure 2). The areas under the curve (AUCs) of the ROC curves of CA19-9, CA125 and CEA were 0.724, 0.609 and 0.629, respectively.
New Cut-off Values Calculated According To The Roc Curves
The values when the largest Youden index was reached for CA19-9, CA125 and CEA were 36.9 U/ml (sensitivity = 51.9%, specificity = 89.8%), 13.5 U/ml (sensitivity = 54.5%, specificity = 73.0%) and 5.3 ng/l (sensitivity = 25.2%, specificity = 94.2%), respectively. We used these values as new cut-off values.
The baseline clinical data and pathological features were analysed according to the new cut-off values (Table 2, Table 3). Of all regularly used serum biomarkers, CA19-9 was the best in identifying invasive IPMN. CA125 and CEA also showed efficacy in distinguishing between malignant and benign IPMNs with the new cut-off values (p < 0.001). In addition, CA125 was more likely to be elevated in female patients than in male patients (39.6% vs 29.0%, p = 0.037).
Table 3. Characteristics of IPMN patients stratified by CEA
variables
|
CEA ≤ 5.3 ng/l
|
CEA>5.3 ng/l
|
P Value
|
Age, n(%),y
|
|
|
0.248
|
< 60
|
111(33.3%)
|
12(25.0%)
|
|
≥ 60
|
222(66.7%)
|
36(75.0%)
|
|
Sex, (n%)
|
|
|
0.978
|
Male
|
188(56.5%)
|
27(56.3%)
|
|
Female
|
145(43.5%)
|
21(43.8%)
|
|
Location, (n%)
|
|
|
0.238
|
Head
|
197(64.6%)
|
31(73.8%)
|
|
Body and tail
|
108(35.4%)
|
11(26.2%)
|
|
Tumour grade, (n%)
|
|
|
<0.001
|
Low and Moderate
|
231(69.4%)
|
16(33.3%)
|
|
High and Carcinoma
|
102(30.6%)
|
32(66.7%)
|
|
Vascular invasion, (n%)
|
|
|
0.176
|
No
|
162(98.2%)
|
22(91.7%)
|
|
Yes
|
3(1.8%)
|
2(8.3%)
|
|
Perineural infiltration, (n%)
|
|
|
0.050
|
No
|
159(95.8%)
|
20(83.3%)
|
|
Yes
|
7(4.2%)
|
4(16.7%)
|
|
Combination Of Ca19-9 With Ca125 Or Cea
To improve diagnostic indices and better recognize malignant IPMNs, attempts had been made to combine CA19-9 with CA125 or CEA. The combination of CA19-9 and CA125 (CA19-9 > 37 U/ml or CA125 > 35 U/ml) improved the diagnostic indices (Table 4). Other combination methods, however, failed to improve the diagnostic accuracy and did not show an overall superiority over usage of CA19-9 alone.
Table 4
Diagnostic indices for CA19-9, CA125, CEA and their combination
|
CA19-9
|
CA125
|
CA125
|
CEA
|
CA19-9 and/or CA125 positive
|
CA19-9 and/or CA125 positive
|
CA19-9 and/or CEA positive
|
Cut-off value
|
37U/mL
|
35U/mL
|
13.5U/mL
|
5.3ng/l
|
37U/mL
&
13.5U/mL
|
37U/mL
&
35U/mL
|
37U/mL
&
5.3ng/l
|
Sensitivity
|
51.9%
|
5.2%
|
45.5%
|
25.2%
|
69.4%
|
53.0%
|
60.0%
|
Specificity
|
89.8%
|
99.6%
|
73.0%
|
94.3%
|
68.2%
|
90.1%
|
84.9%
|
Positive predictive value
|
73.7%
|
87.5%
|
48.0%
|
70.8%
|
54.7%
|
74.7%
|
68.6%
|
Negative predictive value
|
77.1%
|
65.7%
|
70.9%
|
69.7%
|
79.8%
|
77.6%
|
79.4%
|
Accuracy
|
76.3%
|
66.1%
|
63.2%
|
69.8%
|
68.6%
|
76.9%
|
76.1%
|
The combination of CA19-9 and CA125 (CA19-9 > 37 U/ml and CEA > 35 U/ml) had the best positive predictive value of 74.7%, and the combination of CA19-9 and CA125 with the new cut-off values (CA19-9 > 37 U/ml or CA125 > 13.5 U/ml) had the best negative predictive value of 79.8%. Considering the hazard of malignant pancreatic lesions and the unsatisfactory sensitivity of CA19-9, the combination of CA19-9 and CA125 (CA19-9 > 37 U/ml or CA125 > 13.5 U/ml) had clinical benefit for identifying invasive IPMN without compromising other indices too much.
Efficacy of CA125 and CEA in identifying invasive IPMN in the CA19-9-negative subgroup
The sensitivity of CA19-9 in predicting malignant IPMNs was 51.9%, which means that nearly half of invasive IPMNs cannot be distinguished by CA19-9. Therefore, it is necessary to find biomarkers to assist in predicting invasive IPMN in CA19-9-negative patients.
Concerning CA19-9-negative IPMN patients, 35.4% of the malignant subgroup patients had elevated serum CA125 levels, whereas 24.5% of the benign subgroup patients had elevated serum CA125 levels (cut-off value = 13.5 U/ml, Figure 3). A total of 16.9% of the malignant subgroup patients had elevated serum CEA levels, and 5.4% of the benign subgroup patients had elevated serum CEA levels (cut-off value = 5.3 ng/l, Figure 3). Total serum CA125 levels and serum CEA levels were associated with the invasiveness of IPMNs. The average serum level of CA125 was 14.08 U/ml in the malignant subgroup and 11.27 U/ml in the benign subgroup (p = 0.011). The average level of CEA was 4.11 ng/l in the malignant subgroup and 2.63 ng/l in the benign subgroup without statistical significance (p = 0.183).
ROC curves were generated to show the efficacy of CEA and CA125 in recognizing invasive IPMNs in CA19-9-negative patients (Figure 4). The AUC of CA125 was 0.596 with a p value of 0.019. The AUC of CEA was 0.531 with a p value of 0.447. Therefore, CA125 was superior to CEA in predicting CA19-9-negative invasive IPMNs.