Skip to main content
PLOS ONE logoLink to PLOS ONE
. 2013 Nov 8;8(11):e78977. doi: 10.1371/journal.pone.0078977

Clinical Significance and Revisiting the Meaning of CA 19-9 Blood Level Before and After the Treatment of Pancreatic Ductal Adenocarcinoma: Analysis of 1,446 Patients from the Pancreatic Cancer Cohort in a Single Institution

Joo Kyung Park 1,#, Woo Hyun Paik 1,#, Ji Kon Ryu 1,*, Yong-Tae Kim 1,*, Youn Joo Kim 1, Jaihwan Kim 1, Byeong Jun Song 1, Jin Myung Park 1, Yong Bum Yoon 1
Editor: Hana Algül2
PMCID: PMC3826753  PMID: 24250822

Abstract

Background

Life expectancy of pancreatic ductal adenocarcinoma (PDAC) patients is usually short and selection of the most appropriate treatment is crucial. The aim of this study was to investigate the usefulness of serum CA 19-9 as a surrogate marker under no impress excluding other factors affecting CA 19-9 level other than tumor itself.

Methods

We recruited 1,446 patients with PDACs and patients with Lewis antigen both negative or obstructive jaundice were excluded to eliminate the false effects on CA 19-9 level. The clinicopathologic factors were reviewed including initial and post-treatment CA 19-9, and statistical analysis was done to evaluate the association of clinicopathologic factors with overall survival (OS).

Results

The total of 944 patients was enrolled, and205 patients (22%) underwent operation with curative intention and 541 patients (57%) received chemotherapy and/or radiotherapy. The median CA 19-9 levels of initial and post-treatment were 670 IU/ml and 147 IU/ml respectively. The prognostic factors affecting OS were performance status, AJCC stage and post-treatment CA 19-9 level in multivariate analysis. Subgroup analysis was done for the patients who underwent R0 and R1 resection, and patients with normalized post-operative CA 19-9 (≤37 IU/mL) had significantly longer OS and DFS regardless of initial CA 19-9 level; 32 vs. 18 months, P<0.001, 16 vs. 9 months, P = 0.004 respectively.

Conclusions

Post-treatment CA 19-9 and normalized post-operative CA 19-9 (R0 and R1 resected tumors) were independent factors associated with OS and DFS, however, initial CA 19-9 level was not statistically significant in multivariate analysis.

Introduction

Pancreatic ductal adenocarcinoma (PDAC) has poor prognosis with only 6% 5-year survival rate after its diagnosis [1]. Surgical resection is the only chance of potentially curative treatment in PDAC, however only 15% of patients could be candidate for resection [2], [3]. Even after complete resection, prognosis remains poor in spite of recent improvements of surgical management and adjuvant therapy [4]. It would be explained by late stage presentation, lack of effective treatments, early recurrence and absence of clinically useful biomarker which can detect PDAC in its precursor form or earliest stages [5]. There have been many attempts to overcome such a tragic disease in many different approaches such as prevention, early detection and finding effective treatment. Despite of advances and efforts to above all, PDAC remains still an incurable disease for most patients [6]. Therefore, selection of patients with excellent response to treatment and making an accurate prediction of treatment response could be essential in management of patients with PDACs. Recently vast number of biomarkers in PDACs has been proposed, however, none of those biomarkers reported to be as useful as CA 19-9 so far [7][11]. Serum CA 19-9 is a mostly widely used tumor-associated antigen and it can provide useful diagnostic information in patients with PDACs. Its sensitivity and specificity are approximately 70% and 80%, respectively [12]. There are also additional roles of CA 19-9 in management of PDACs and the following roles have been discussed in many studies; pre- and post- operative level in resectable PDACs, base line level in advanced PDACs and post-treatment level as a potential marker for evaluation of treatment response [13]. Although, CA 19-9 is one of the most well known and the oldest biomarker in PDACs, its efficacy for predicting prognosis and monitoring patients remains controversial [14][16]. CA 19-9 level can be affected in patients with obstructive jaundice and also there is 7% to 10% of the population with the Lewis phenotype Le (a - b -) meaning CA 19-9 non-expressers [17]. Furthermore, many of the previous studies enrolled the patients with jaundice or did not exclude the patients with negative for both Lewis A and B antigens [18][24]. Therefore, the aim of this study was to investigate the true meaning and the usefulness of CA 19-9 as a prognostic marker in treatment of PDACs excluding other factors affecting the level of CA 19-9 other than tumor itself.

Materials and Methods

Ethics Statement

Based on the Declaration of Helsinki, Institutional Review Board of Seoul National University Hospital approved the retrospective use of all the corresponding data for the present study (IRB Approval Number: H-1110-099-382). Data were obtained retrospectively from electronic medical records, and all of them were documented according to coded number for anonymity.

Patients

Newly diagnosed PDAC patients were enrolled from the pancreatic cancer cohort registry in Seoul National University Hospital, a tertiary teaching hospital from January 1996 to July 2011. The total of 1,572 patients was initially enrolled from the pancreatic cancer cohort registry, and patients with lost follow-ups and insufficient data were excluded from the study (Figure S1 in File S1). The following exclusion criteria was applied to the 1,446 patients with PDACs: 1) patients with CA 19-9 level less than 5 U/mL at the time of diagnosis as they were considered to be CA 19-9 nonsecretors’ group (negative for both Lewis A and B antigens) [4], 2) patients with total bilirubin level more than 2 mg/dL at the time of diagnosis as obstructive jaundice would affect the serum level of CA 19-9. The last 944 patients were enrolled to the final entry of this study.

Acquisition of Clinical Data and Measurement of Serum CA 19-9

Clinical data was collected based on electronic medical records, case report form of cohort registry and follow-up phone calls: age, gender, performance status, time of diagnosis, AJCC TNM cancer stage (American Joint Committee on Cancer (AJCC) 7th edition), laboratory findings, type of treatment, pathologic reports, overall survival (OS) and disease-free survival (DFS). Serum CA 19-9 was measured by radioimmunoassay and upper limit of normal was 37 U/mL. Initial CA 19-9 level was measured at the time of diagnosis and post-treatment CA 19-9 level was defined as the measurement of CA 19-9 level after any kinds of treatment such as resection with curative intention, chemotherapy, concurrent chemoradiation therapy or radiotherapy. Also, CA 19-9 was measured regularly during the clinical course of treatment with 3 to 6 months of interval afterwards.

Standard Treatment and Follow-Up of Patients with PDACs

The study patients were treated according to standard treatment protocol in our institution and it was described in Figure S2 in File S1. Operable PDACs underwent resection with curative intention and adjuvant therapy was done unless patients were in poor performance status or didn’t want any further treatment. Unresectable PDACs were treated with chemotherapy and/or radiation therapy or best supportive care only. Therefore, initial treatment was defined as the following three different groups and they are the operation group (resection with curative intention only), chemotherapy and/or radiotherapy group and the best supportive care group. In addition, any kinds of palliative operation and radiation therapy for distant metastasis such as bone metastasis rather than a local control of primary PDACs were considered as a part of best supportive care and it was not counted as an initial treatment. If obstructive jaundice developed during the course of treatment and follow-up period, chemotherapy and radiotherapy were discontinued and immediate palliation of obstructive jaundice was done because obstructive jaundice and combined acute cholangitis could be a life-threatening condition.

Treatment Response and Survival Data

Tumor response after chemotherapy and/or radiation therapy was assessed by RECIST criteria [25]. Disease control rate was defined as the total rates of complete response, partial response and stable disease after treatment. OS was defined as the length of time after the initial diagnosis of PDAC to time of death as a result of any cause. DFS was applied only to the PDACs with curative resection and defined as the length of time after radical resection until the first progression or death as a result of any cause, if disease progression did not occur based on simple and standardized radiographic imaging studies.

Statistical Analysis

We dichotomized the patients according the CA 19-9 level, and compared the clinical factors between the 2 groups with χ2 test and Student t test. OS and DFS with associated variables were calculated by the Kaplan-Meier method from log-rank test. Multivariate analysis was performed on factors with associated P values of <0.2 by univariate analysis and Cox proportional hazard model was used in multivariate analysis to identify independent factors associated with OS and DFS. A P value of <0.05 was considered to be statistically significant. All statistical analysis was performed using SPSS v.18.0 (IBM Corp., Armonk, NY, USA).

Results

Baseline Demographics and Clinical Characteristics

The median age of study patients was 63 (range 29 to 96) years old and there were 587 males (62%) and 357 females (38%) and male to female ratio was 1.6. Most of the patients (841 patients, 86%) were in ECOG performance status 0 or 1 and distribution of AJCC clinical staging was as follows: 8 patients (IA, IB), 196 patients (IIA, IIB), 252 patients (III) and 488 patients (IV). The number of patients who underwent operation with curative intent was approximately 205 (22%) and patients with chemotherapy and/or radiotherapy were 541 (57%). The median serum CA 19-9 level at the time of diagnosis was 670 (range 5–1,119,000) U/mL and the following clinical parameters were compared between the two groups: age, sex, AJCC stage, performance status and type of initial treatment (Table 1). The patients with better performance status, lower AJCC stage and operation group were significantly associated with lower serum CA 19-9 level (<670 U/mL, median). Therefore, initial CA 19-9 level at the time of diagnosis significantly associated with clinical stage and type of initial treatment, both of which reflect the operability of PDACs (Table 1).

Table 1. Baseline demographics and clinical characteristics.

Variable CA 19-9<670 (U/mL) (n = 472) CA 19-9≥670 (U/mL) (n = 472) P
Gender .46
Male 299 184
Female 173 884
Age 63.3 62.8 .50
Performance status (ECOG) .009
0, 1 420 392
2 to 4 52 80
AJCC stage <.001
IA 6 0
IB 2 0
IIA 72 26
IIB 75 23
III 131 121
IV 186 302
Initial treatment <.001
Operation 153 52
Chemo- and/or radiotherapy 230 311
Best supportive care 89 109

Initial Serum CA 19-9 Level and its Significance

Initial CA 19-9 level was measured in the total of 944 patients who were enrolled in this study at the time of diagnosis, and the median level was 670 U/mL. The mean CA 19-9 level with standard deviation was 14511±75120 U/mL. The mean adjusted CA 19-9 level (CA 19-9 divided by total bilirubin level) with standard deviation was 18190±79919. The patients whose initial CA 19-9 level was below 670 U/mL had 12.0 months of median OS while patients with CA 19-9 level more than 670 U/mL had 7.0 months of median OS and it was statistically significant (P<0.001, Figure 1A). Again, we mentioned above in method section that the patients without jaundice (≤2 mg/dL) were only included in this study to exclude one of the most strong factor affecting the level of CA 19-9 such as obstructive jaundice. Therefore, we could observe initial CA 19-9 level was significantly associated with OS in PDAC patients.

Figure 1. Kaplan-Meier curve of OS according to CA 19-9 level in various clinical courses.

Figure 1

(A) Initial CA 19-9 with median cut off value and (B) post-treatment CA 19-9 with median cut off value. Abbreviations: OS, overall survival.

Post-Treatment Serum CA 19-9 Level and its Significance

Post-treatment serum CA 19-9 level in 746 patients who underwent initial treatment such as operation or chemo-and/or radiotherapy (except for best supportive care group) was analyzed. CA 19-9 level decreased more than half in 395 patients (53%) after treatment: 152 patients (74%) after operation and 233 patients (43%) after chemotherapy and/or radiotherapy. The post-treatment serum CA 19-9 level was ranged from 0 to 947,000 (median 147) U/mL and OS was significantly different according to post-treatment CA 19-9 level; median OS: 19.6 vs. 8.1 months, P<0.001 (Figure 1B). In other words, the patients whose post-treatment CA 19-9 level less than its median value had 19.6 months of median OS and others had 8.1 months of median OS (P<0.001).

Subgroup Analyses: Treatment Response in Unresectable PDACs

The total of 739 patients who were unable to go through curative resection was further analyzed to find out the post-treatment serum CA 19-9. The decrement of post-treatment serum CA 19-9 level was significantly correlated with disease control rate among the patients who received chemotherapy and/or radiation therapy (87% vs. 37%, P<0.001). Treatment response was evaluated in chemotherapy and/or radiation therapy groups and there were 2 patients with complete remission (CR) after palliative chemotherapy. One patient with liver metastasis had CR after 9 cycles of gemcitabine and cisplatin combination therapy and it lasted 7.0 months after CR. Initial and post-treatment serum CA 19-9 level of the patient was 10.0 and 5.0 U/mL, respectively. The other patient also had liver metastasis at the time of diagnosis and received 6 cycles of gemcitabine and capecitabine combination therapy and it lasted 5.7 months after CR. Initial and post-treatment serum CA 19-9 level of the patient was 17.4 and 1.1 U/mL, respectively. Partial response and stable disease response appeared in 81 (17%) and 167 (36%) patients respectively.

Subgroup Analyses: Treatment Response in R0 and R1 Resected PDACs

The total of 189 patients who underwent operation with curative intention (R0 and R1 resection only) was further analyzed to find out significance of serum CA 19-9. There were 156 patients with R0 resection and 33 patients with R1 resection. The median OS was 26.8 (95% CI, 21.2 to 32.4) months and the total of 112 patients (59%) had died of any cause (Figure S3A in File S1). The significant clinicopathologic factors associated with OS were also analyzed and they are the followings; N stage, resection margin of surgical specimen, angiolymphatic and venous invasion from the pathologic evaluation of surgical specimens, adjuvant treatment and post-operative normalized serum CA 19-9 (Table S1 in File S1). Interestingly, initial CA 19-9 level did not affect OS while patients with normalized CA 19-9 level after the resection had significantly longer OS no matter what their initial CA 19-9 level was: OS 32.0 vs. 18.4 months, P<0.001 (Figure 2A and B). In multivariate analysis, post-operative serum CA 19-9 level, resection margin, angiolymphatic invasion, venous invasion and adjuvant treatment were independent factors affecting OS of curatively resected PDACs (R0 and R1 resection only, Table 2).

Figure 2. Kaplan-Meier curve of OS and DFS according to CA 19-9 level in R0 and R1 resection.

Figure 2

(A, C) Initial CA 19-9 with median cut off value and (B, D) post-operative CA 19-9 with normal cut off value. Abbreviations: OS, overall survival; DFS, disease-free survival.

Table 2. Prognostic factors affecting overall survival in R0 and R1 resection by multivariate analysis.

Variable HR (95% CI) P
T stage 1.73 (0.74 to 4.02) .20
N stage 1.04 (0.67 to 1.62) .88
Initial CA 19-9>124 U/mL 0.90 (0.55 to 1.47) .66
Post-operative CA 19-9>37 U/mL 1.96 (1.16 to 3.31) .01
R1 resection 1.84 (1.14 to 2.95) .01
Angiolymphatic invasion 1.70 (1.10 to 2.61) .02
Venous invasion 2.16 (1.33 to 3.51) .002
Perineural invasion 1.07 (0.61 to 1.88) .81
Adjuvant treatment 0.52 (0.33 to 0.83) .006

The median DFS was 14.0 (95% CI, 10.8 to 17.2) months and the total of 121 patients (66%) had recurrence of disease after the radical resection (Figure S3B in File S1). The significant clinicopathologic factors associated with recurrence were the followings; T, N stage, resection margin of surgical specimen, angiolymphatic, perineural and venous invasion from the pathologic evaluation of surgical specimens and post-operative normalized serum CA 19-9 (Table S2 in File S1). Also, initial CA 19-9 level did not affect DFS whereas patients with normalized CA 19-9 level after the resection had significantly longer DFS regardless of their initial CA 19-9 level: DFS 16.1 vs. 8.5 months, P = 0.004 (Figure 2C and D). In multivariate analysis, post-operative serum CA 19-9 level and venous invasion were independent factors affecting DFS of curatively resected PDACs (R0 and R1 resection only, Table 3).

Table 3. Prognostic factors affecting disease-free survival in R0 and R1 resection by multivariate analysis.

Variable HR (95% CI) P
T stage 1.77 (0.75 to 4.20) .19
N stage 1.14 (0.74 to 1.76) .57
Initial CA 19-9>124 U/mL 0.96 (0.61 to 1.51) .86
Post-operative CA 19-9>37 U/mL 1.93 (1.20 to 3.08) .006
R1 resection 1.53 (0.96 to 2.46) .08
Angiolymphatic invasion 1.46 (0.95 to 2.24) .09
Venous invasion 2.20 (1.40 to 3.46) .001
Perineural invasion 0.95 (0.55 to 1.62) .84

Prognostic Factors Affecting Overall Survival Rate

The median OS of the study patients was 9.1 (95% CI, 8.4 to 9.8) months and 822 out of 944 study patients (87%) died during the follow-up. The clinicopathologic parameters were analyzed and the following factors were significantly associated with OS in univariate analysis: age, gender, performance status, AJCC stage, initial serum CA 19-9 level and post-treatment serum CA 19-9 level (Table S3 in File S1). We also analyzed above factors in multivariate analysis and patients with better performance status, lower clinical stage and lower post-treatment CA 19-9 were the independent prognostic factors associated with better OS (Table 4). However, initial CA 19-9 level was not statistically significant factor in predicting OS from multivariate analysis.

Table 4. Prognostic factors affecting overall survival by multivariate analysis.

Variable HR (95% CI) P
Age >65 years 1.14 (0.96 to 1.36) .14
Male 1.18 (0.98 to 1.41) .08
Performance status (ECOG) 1.42 (1.14 to 1.78) .002
AJCC stage 1.81 (1.60 to 2.05) <.001
Initial CA 19-9≥670 U/mL 0.95 (0.76 to 1.18) .65
Post-treatment CA 19-9147 U/mL 2.50 (1.98 to 3.17) <.001

Discussion

CA 19-9 is one of the oldest biomarker used in patients with PDACs and its usefulness and clinical significance have been reported in many studies. Unfortunately, there are still other factors affecting the serum CA 19-9 level other than PDAC itself and it always makes it unclear and brings limitations in interpretation of the clinical course [15], [26][29]. There have been many investigations to develop a surrogate biomarker capable of detecting, monitoring and predicting the prognosis of PDACs [7], [11], [30]. There is no other excellent marker than CA 19-9 in terms of sensitivity and specificity even though it still has many flaws [15], [31][34]. Therefore, it is very important to re-evaluate the clinical usefulness of CA 19-9 as a surrogate biomarker in patients with PDACs. This study was designed for the first time to our knowledge that other factors responsible for affecting serum CA 19-9 level (obstructive jaundice and CA 19-9 nonsecretors) were excluded, and recruited one of the largest number of PDAC cohort from the single tertiary referral hospital. As a result, there were 944 patients eligible to this study and their clinicopathologic factors including CA 19-9 level was evaluated whether they have statistically significant association with overall survival of the patients. At first, patients with below the median level of initial CA 19-9 and post-treatment CA 19-9 were significantly associated with longer OS in univariate analyses. However, post-treatment CA 19-9 and some obvious clinical factors such as AJCC staging and performance status were remained as independent prognostic factors associated with OS in multivariate analyses. It was interesting to look into the fact that we applied the exclusion criteria to the 1,446 PDACs if they were CA 19-9 nonsecretors with negative for both Lewis A and B antigens and had obstructive jaundice, but still initial CA 19-9 level did not have significant effect over survival of the patients with PDACs. In addition, subgroup analyses was done among the patients with curative resection (R0 and R1 only) and patients with normalized post-operative CA 19-9 (≤37 IU/mL) had significantly longer DFS and OS regardless of initial CA 19-9 level; 16 vs. 9 months, P = 0.004, 32 vs. 18 months, P<0.001 respectively. In addition, other clinicopathologic factors such as resection margin status (R0 vs. R1), angiolymphatic invasion, venous invasion and adjuvant treatment were independent factors associated with OS in multivariate analyses. Glen and his colleagues also have showed post-operative CA 19-9 as well as post-treatment CA 19-9 level has a great deal of utilities in evaluation of clinical courses of PDACs [16]. Also, there have been several studies supporting our results that the certain amount of decrease in CA 19-9 (>15% to 30%) during chemotherapy was the only independent predictor of survival in locally advanced and metastatic PDACs [21], [22], [35]. On the contrary to our data, Hess et al. reported that pretreatment serum CA 19-9 concentration was an independent prognostic factor for survival, but a decrease in concentration during chemotherapy was not significantly associated with lengthened survival compared with those who did not have a corresponding decrease [13]. Moreover, some other studies also have reported that initial CA 19-9 level or preoperative CA 19-9 was significant predictive biomarker along with or without post-treatment CA 19-9 level during the treatments of PDACs [4], [31], [36][38]. However, none of above studies have stratified other factors might be partially responsible for altering CA 19-9 blood level rather than PDAC itself.

To investigate and find out true meaning of CA 19-9 as a biomarker in patients with PDACs is based on the hypothesis that serum CA 19-9 reflects the potential tumor burden of the patients beyond the evidence from imaging studies or microscopic examination. As a result, we showed the post-treatment CA 19-9 level (< median) or normalized post-operative CA 19-9 level were independently associated with longer survival of the patients. We would like to address a few things regarding clinical significance of CA 19-9 from our study that CA 19-9 is one of noninvasive blood biomarkers and may be ideal for prediction of prognosis and evaluating treatment response in patients with PDACs. Post-treatment CA 19-9 (including operation) level was significantly associated with DFS and OS while initial CA 19-9 level or preoperative CA 19-9 level did not have clinical significance. However, we still could not find out reasonable explanation why initial CA 19-9 blood level did not meet the clinical significance even though we excluded the patients with false increase or decrease of CA 19-9 level. But so far, other candidate biomarkers including CA 19-9 to accurately detect tumors or predict prognosis have not emerged yet. In other words, it is essential for PDAC biomarker to play a role in selection of patients to treat them until they have an optimal response associated with longer survival.

Conclusions

We studied clinical significances of serum CA 19-9 in patients with PDACs that post-treatment CA 19-9 and normalized post-operative CA 19-9 were the independent prognostic markers for DFS and OS, and ultimately we might want to say it is a surrogate biomarker in evaluating treatment response of PDACs. Therefore, further investigations of CA 19-9 concentration would make us possible to understand its prognostic role in PDAC progression and to use it as a noninvasive biomarker in accurate selection of PDACs for further treatment.

Supporting Information

File S1

Supporting information.

(DOCX)

Funding Statement

The authors have no support or funding to report.

References

  • 1. Siegel R, Naishadham D, Jemal A (2012) Cancer statistics, 2012. CA Cancer J Clin 62: 10–29. [DOI] [PubMed] [Google Scholar]
  • 2. Conlon KC, Klimstra DS, Brennan MF (1996) Long-term survival after curative resection for pancreatic ductal adenocarcinoma. Clinicopathologic analysis of 5-year survivors. Ann Surg 223: 273–279. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Mancuso A, Calabro F, Sternberg CN (2006) Current therapies and advances in the treatment of pancreatic cancer. Crit Rev Oncol Hematol 58: 231–241. [DOI] [PubMed] [Google Scholar]
  • 4. Hata S, Sakamoto Y, Yamamoto Y, Nara S, Esaki M, et al. (2012) Prognostic impact of postoperative serum CA 19–9 levels in patients with resectable pancreatic cancer. Ann Surg Oncol 19: 636–641. [DOI] [PubMed] [Google Scholar]
  • 5. Ballehaninna UK, Chamberlain RS (2012) The clinical utility of serum CA 19–9 in the diagnosis, prognosis and management of pancreatic adenocarcinoma: An evidence based appraisal. J Gastrointest Oncol 3: 105–119. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Berrino F, De Angelis R, Sant M, Rosso S, Bielska-Lasota M, et al. (2007) Survival for eight major cancers and all cancers combined for European adults diagnosed in 1995–99: results of the EUROCARE-4 study. Lancet Oncol 8: 773–783. [DOI] [PubMed] [Google Scholar]
  • 7. Park JK, Ryu JK, Yoon WJ, Lee SH, Lee GY, et al. (2012) The role of quantitative NPTX2 hypermethylation as a novel serum diagnostic marker in pancreatic cancer. Pancreas 41: 95–101. [DOI] [PubMed] [Google Scholar]
  • 8. Gold DV, Modrak DE, Ying Z, Cardillo TM, Sharkey RM, et al. (2006) New MUC1 serum immunoassay differentiates pancreatic cancer from pancreatitis. J Clin Oncol 24: 252–258. [DOI] [PubMed] [Google Scholar]
  • 9. Argani P, Rosty C, Reiter RE, Wilentz RE, Murugesan SR, et al. (2001) Discovery of new markers of cancer through serial analysis of gene expression: prostate stem cell antigen is overexpressed in pancreatic adenocarcinoma. Cancer Res 61: 4320–4324. [PubMed] [Google Scholar]
  • 10. Harsha HC, Kandasamy K, Ranganathan P, Rani S, Ramabadran S, et al. (2009) A compendium of potential biomarkers of pancreatic cancer. PLoS Med 6: e1000046. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11. Suwa H, Ohshio G, Okada N, Wang Z, Fukumoto M, et al. (1997) Clinical significance of serum p53 antigen in patients with pancreatic carcinomas. Gut 40: 647–653. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12. Boeck S, Stieber P, Holdenrieder S, Wilkowski R, Heinemann V (2006) Prognostic and therapeutic significance of carbohydrate antigen 19–9 as tumor marker in patients with pancreatic cancer. Oncology 70: 255–264. [DOI] [PubMed] [Google Scholar]
  • 13. Hess V, Glimelius B, Grawe P, Dietrich D, Bodoky G, et al. (2008) CA 19–9 tumour-marker response to chemotherapy in patients with advanced pancreatic cancer enrolled in a randomised controlled trial. Lancet Oncol 9: 132–138. [DOI] [PubMed] [Google Scholar]
  • 14. Bhat K, Wang F, Ma Q, Li Q, Mallik S, et al. (2012) Advances in biomarker research for pancreatic cancer. Curr Pharm Des 18: 2439–2451. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Locker GY, Hamilton S, Harris J, Jessup JM, Kemeny N, et al. (2006) ASCO 2006 update of recommendations for the use of tumor markers in gastrointestinal cancer. J Clin Oncol 24: 5313–5327. [DOI] [PubMed] [Google Scholar]
  • 16. Glenn J, Steinberg WM, Kurtzman SH, Steinberg SM, Sindelar WF (1988) Evaluation of the utility of a radioimmunoassay for serum CA 19–9 levels in patients before and after treatment of carcinoma of the pancreas. J Clin Oncol 6: 462–468. [DOI] [PubMed] [Google Scholar]
  • 17. Tempero MA, Uchida E, Takasaki H, Burnett DA, Steplewski Z, et al. (1987) Relationship of carbohydrate antigen 19–9 and Lewis antigens in pancreatic cancer. Cancer Res 47: 5501–5503. [PubMed] [Google Scholar]
  • 18.Schlieman MG, Ho HS, Bold RJ (2003) Utility of tumor markers in determining resectability of pancreatic cancer. Arch Surg 138: 951–955; discussion 955–956. [DOI] [PubMed]
  • 19. Berger AC, Garcia M Jr, Hoffman JP, Regine WF, Abrams RA, et al. (2008) Postresection CA 19–9 predicts overall survival in patients with pancreatic cancer treated with adjuvant chemoradiation: a prospective validation by RTOG 9704. J Clin Oncol 26: 5918–5922. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Maithel SK, Maloney S, Winston C, Gonen M, D'Angelica MI, et al. (2008) Preoperative CA 19–9 and the yield of staging laparoscopy in patients with radiographically resectable pancreatic adenocarcinoma. Ann Surg Oncol 15: 3512–3520. [DOI] [PubMed] [Google Scholar]
  • 21. Halm U, Schumann T (2000) Schiefke I, Witzigmann H, Mossner J, et al (2000) Decrease of CA 19–9 during chemotherapy with gemcitabine predicts survival time in patients with advanced pancreatic cancer. Br J Cancer 82: 1013–1016. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22. Ziske C, Schlie C, Gorschluter M, Glasmacher A, Mey U, et al. (2003) Prognostic value of CA 19–9 levels in patients with inoperable adenocarcinoma of the pancreas treated with gemcitabine. Br J Cancer 89: 1413–1417. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Reni M, Cereda S, Balzano G, Passoni P, Rognone A, et al. (2009) Carbohydrate antigen 19–9 change during chemotherapy for advanced pancreatic adenocarcinoma. Cancer 115: 2630–2639. [DOI] [PubMed] [Google Scholar]
  • 24. Magnani JL, Nilsson B, Brockhaus M, Zopf D, Steplewski Z, et al. (1982) A monoclonal antibody-defined antigen associated with gastrointestinal cancer is a ganglioside containing sialylated lacto-N-fucopentaose II. J Biol Chem 257: 14365–14369. [PubMed] [Google Scholar]
  • 25. Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, et al. (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45: 228–247. [DOI] [PubMed] [Google Scholar]
  • 26. Deugnier YM, Rabot AF, Guyader D, Moirand R, Turlin B, et al. (1994) Serum increase and liver overexpression of carbohydrate 19.9 antigen in patients with genetic haemochromatosis. Gut 35: 1107–1111. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Pearce S, Thornes H, Carr D, Tanner A (1994) Diagnostic pitfall; interpretation of CA 19–9 concentrations in the presence of hepatic dysfunction. Gut 35: 707–708. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Pleskow DK, Berger HJ, Gyves J, Allen E, McLean A, et al. (1989) Evaluation of a serologic marker, CA19–9, in the diagnosis of pancreatic cancer. Ann Intern Med 110: 704–709. [DOI] [PubMed] [Google Scholar]
  • 29. Schmiegel WH, Kreiker C, Eberl W, Arndt R, Classen M, et al. (1985) Monoclonal antibody defines CA 19–9 in pancreatic juices and sera. Gut 26: 456–460. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30. Hori SS, Gambhir SS (2011) Mathematical model identifies blood biomarker-based early cancer detection strategies and limitations. Sci Transl Med 3: 109ra116. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. Boeck S, Haas M, Laubender RP, Kullmann F, Klose C, et al. (2010) Application of a time-varying covariate model to the analysis of CA 19–9 as serum biomarker in patients with advanced pancreatic cancer. Clin Cancer Res 16: 986–994. [DOI] [PubMed] [Google Scholar]
  • 32. Gold DV, Goggins M, Modrak DE, Newsome G, Liu M, et al. (2010) Detection of early-stage pancreatic adenocarcinoma. Cancer Epidemiol Biomarkers Prev 19: 2786–2794. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33. Haglund C, Roberts PJ, Kuusela P, Scheinin TM, Makela O, et al. (1986) Evaluation of CA 19–9 as a serum tumour marker in pancreatic cancer. Br J Cancer 53: 197–202. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Yue T, Maupin KA, Fallon B, Li L, Partyka K, et al. (2011) Enhanced discrimination of malignant from benign pancreatic disease by measuring the CA 19–9 antigen on specific protein carriers. PLoS One 6: e29180. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Ko AH, Hwang J, Venook AP, Abbruzzese JL, Bergsland EK, et al. (2005) Serum CA19–9 response as a surrogate for clinical outcome in patients receiving fixed-dose rate gemcitabine for advanced pancreatic cancer. Br J Cancer 93: 195–199. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36. Wasan HS, Springett GM, Chodkiewicz C, Wong R, Maurel J, et al. (2009) CA 19–9 as a biomarker in advanced pancreatic cancer patients randomised to gemcitabine plus axitinib or gemcitabine alone. Br J Cancer 101: 1162–1167. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37. Maisey NR, Norman AR, Hill A, Massey A, Oates J, et al. (2005) CA19–9 as a prognostic factor in inoperable pancreatic cancer: the implication for clinical trials. Br J Cancer 93: 740–743. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Barton JG, Bois JP, Sarr MG, Wood CM, Qin R, et al. (2009) Predictive and prognostic value of CA 19–9 in resected pancreatic adenocarcinoma. J Gastrointest Surg 13: 2050–2058. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

File S1

Supporting information.

(DOCX)


Articles from PLoS ONE are provided here courtesy of PLOS

RESOURCES