Abstract

Context:

Patients with pancreatic neuroendocrine neoplasia (pNEN) show great variability in prognosis and treatment response. Additional prognostic markers might help in individual therapeutic decision making.

Objective:

The objective of the study was to investigate the association between preoperative plasma levels of C-reactive protein (CRP) and overall survival (OS) in pNEN.

Design:

This was a single-center, retrospective analysis of long-term prospective patient-database.

Setting:

The study was conducted at a tertiary referral center.

Patients:

All 149 patients with sporadic pNENs were eligible for retrospective analysis.

Main Outcome Measure:

Cumulative overall survival, compared between patients with elevated and normal CRP levels, was measured.

Results:

Median OS for patients with elevated CRP levels was 1093 days (SE 1261, 95% confidence interval [CI] 0–3565), compared with 6859 days (SE 1252, 95% CI 4405–9313) for patients with normal CRP levels. Log rank test showed a significant correlation between CRP and OS (P < .001). In univariate Cox regression, patients with elevated CRP levels had a significantly higher hazard ratio for death (3.27; 95%-CI 1.74–6.16; P < .001). This finding persisted after multivariable adjustment. Furthermore, OS was associated with the presence of liver metastases (hazard ratio 3.17; 95% CI 1.88–5.35; P < .001), incomplete resection (R1/R2 status; hazard ratio 3.99; 95% CI 2.16–7.35; P < .001) and Ki-67 percentage (hazard ratio 5.05; 95% CI 2.17–11.76; P < .001).

Conclusion:

CRP is an independent prognostic marker in patients with pNEN. Pretreatment CRP measurements should be considered for incorporation into prospective studies of outcome in patients with pNENs and clinical trials of systemic therapies for these tumors.

Pancreatic neuroendocrine neoplasias (pNENs) are a rare subset of pancreatic tumors (1), comprised of functioning tumors (gastrinoma, insulinoma, other rare functioning tumors) with their individual associated hormonal syndromes (2), and of nonfunctioning pancreatic neuroendocrine tumors or carcinomas (NF-pNET/-pNEC) (3). Positive immunohistochemistry for synaptophysin acts as defining marker for all neuroendocrine neoplasias, in combination with basic histology and other neuroendocrine markers like chromogranin A (4, 5). Diagnosis of hormonal syndromes like Zollinger-Ellison syndrome and organic hyperinsulinism in gastrinoma and insulinoma patients is based on clinical symptoms and specific functional tests (2). Treatment of most pNENs is founded on surgical resection, with highly proliferative pancreatic neuroendocrine carcinomas being an exception (3, 610). In addition to surgery, a multitude of chemotherapeutic, radiotherapeutic, and interventional regimen have been implemented for metastasized pNENs in recent decades (1116). A characteristic of pNENs is their heterogeneity in individual prognosis (1). A significant influence on prognosis could be shown for macroscopically complete resection, the Ki-67 index as proliferation marker, and the presence or progression of liver metastases (1722).

For many cancer entities, inflammation has been shown to play an important role in pathogenesis and progression (23). Such findings have for instance been published for ductal pancreatic adenocarcinoma (24), squamous cell and adenocarcinoma of the esophagus (25), melanoma (26), soft tissue sarcoma (27), or gastric cancer (28). Furthermore, in all of the above-mentioned entities, C-reactive protein (CRP) levels were reported to be of significant prognostic value (2428). Other inflammatory markers and indices like neutrophil to lymphocyte ratio and the Glasgow prognostic score have also been successfully tried for further individual risk stratification in tumor patients (29, 30).

We report here for the first time that CRP is an independent prognostic marker in patients with pNENs.

Materials and Methods

Study design

This study is part of an ongoing prospective investigation designed to identify molecular, genetic, and environmental factors that influence pNEN risk and clinical outcome. All individuals provided informed consent under an institutional review board-approved protocol. Peripheral blood was collected at study entry.

For the present study, our prospective database of surgical patients with pNENs (March 1987 through December 2014) was retrospectively analyzed with focus on Ki-67 percentage (<5% vs ≥5%), existence of liver metastases (M0 vs M1), resection margins (R0 vs R1/R2), and initial preoperative CRP levels (<5 mg/L vs ≥5 mg/L). In patients with pNENs, Zollinger-Ellison-Syndrome was established by clinical symptoms, an elevated fasting serum gastrin level (>125 pg/mL), a positive secretin stimulation test defined as an increase of serum gastrin concentration to greater than 200 pg/mL together with low pH in the stomach, and a positive immunohistochemistry for gastrin in the tumor cells. The diagnosis of insulinoma required a symptomatic hypoglycemia (<40 mg/dL) with concomitant endogenous hyperinsulinism (>20 μU/mL) during a supervised fasting test and a positive immunohistochemistry for insulin in the tumor cells. In cases of insufficiently elevated insulin levels, the amended insulin to glucose ratio was used as an additional diagnostic criterion to still identify insulinoma patients. Lesions were considered as nonfunctioning pNENs (NF-pNENs), if there were no clinical symptoms of hormonal excess present and plasma hormone levels except those of pancreatic polypeptide were within normal limits. Patients with multiple endocrine neoplasia (MEN) were excluded from analysis. Length of follow-up and overall survival (OS) was measured from the date of blood draw to the date of last contact or death, respectively.

Experiments

Plasma was obtained from whole-blood draws prior to tumor-specific treatment. CRP measurements were performed as turbidimetric assay. Cutoff values for normal and elevated CRP levels were set according to the hospital's central laboratory standards (normal CRP: <5 mg/L). The Ki-67 index in the tumors' immunohistochemistry stainings were taken from the hospital's standard pathology reports. For further statistical analysis, the threshold for Ki-67 indices was set at 5%, taking recent findings into consideration, that this might hold a higher prognostic value than the formerly used 2% cutoff between G1- and G2-pNEN (31). Presence of liver metastases was determined in radiological (ultrasound, computed tomography, magnetic resonance imaging, positron emission tomography-computed tomography) and histological (open or minimally invasive biopsy or resection) staging. R status was confirmed integrating radiological workups, if present: macroscopically remaining tumor masses (eg, peritoneal carcinomatosis), and microscopic resection margins in pathology reports. Visible remaining or unresected tumor masses were classified as R2, macroscopically complete resection with tumor infiltrating the microscopic resection margins was classified as R1, macroscopically and microscopically complete resection was classified as R0. T status of the primary tumor was determined according to the European Neuroendocrine Tumor Society classification (32).

Statistical analysis

Cumulative OS in correlation to initial CRP levels and the established risk factors was plotted as Kaplan-Meier curve for each subgroup and compared via log rank test. Hazard ratios for each prognostic factor were calculated in a univariate Cox analysis. A χ2 test was used to determine P values for hazard ratios of each prognostic factor and to investigate the relationship between CRP levels and the other prognostic factors. Multivariate analysis was performed as backward stepwise Cox regression to examine a possible model of independent risk factors. All calculations and plots were performed using IBM SPSS Statistics, version 22 (IBM). Further labeling and tables were created in Microsoft Office 2010 (Microsoft Corp).

Results

Clinical features

After exclusion of 51 MEN1 patients, there remained 149 patients with sporadic pNENs, including insulinoma (n = 56), gastrinoma (n = 31), NF-pNEN (n = 60), and rare functioning pNEN (n = 2). One hundred of these patients (67%) had a pNEN with signs of malignancy (lymphatic and/or hepatic metastasis and/or carcinomatous/invasive histology of primary). In all 200 patients, 237 operations, predominantly enucleations and distal pancreatic resections, were performed. A total of 159 of all 200 patients (79.5%) were alive in their latest follow-up, 37.5% with no evidence of disease and 42% with disease. The 5-year survival rate of patients with sporadic pNEN was 72.1%. Characteristics of these 149 pNEN patients (after exclusion of MEN1 patients) are summarized in Table 1.

Table 1.

Characteristics of Patients With Sporadic pNENs

n = 149Patients
n%
Sex
    Male7349.0
    Female7651.0
Age, y
    Median54 (range 17–87)
    <6511979.9
    ≥653020.1
Resection
    R07168.9
    R176.8
    R22524.3
Metastases (hepatic)
    M011073.8
    M13926.2
Ki-67
    <5%6070.6
    ≥5%2529.4
CRP, mg/L
    <56769.1
    ≥53030.9
Entity
    NF-pNEN6040.3
    Insulinoma5637.6
    Gastrinoma3120.8
Rare functioning21.3
Tumor size
    T16046.2
    T24232.3
    T3/42821.5
n = 149Patients
n%
Sex
    Male7349.0
    Female7651.0
Age, y
    Median54 (range 17–87)
    <6511979.9
    ≥653020.1
Resection
    R07168.9
    R176.8
    R22524.3
Metastases (hepatic)
    M011073.8
    M13926.2
Ki-67
    <5%6070.6
    ≥5%2529.4
CRP, mg/L
    <56769.1
    ≥53030.9
Entity
    NF-pNEN6040.3
    Insulinoma5637.6
    Gastrinoma3120.8
Rare functioning21.3
Tumor size
    T16046.2
    T24232.3
    T3/42821.5
Table 1.

Characteristics of Patients With Sporadic pNENs

n = 149Patients
n%
Sex
    Male7349.0
    Female7651.0
Age, y
    Median54 (range 17–87)
    <6511979.9
    ≥653020.1
Resection
    R07168.9
    R176.8
    R22524.3
Metastases (hepatic)
    M011073.8
    M13926.2
Ki-67
    <5%6070.6
    ≥5%2529.4
CRP, mg/L
    <56769.1
    ≥53030.9
Entity
    NF-pNEN6040.3
    Insulinoma5637.6
    Gastrinoma3120.8
Rare functioning21.3
Tumor size
    T16046.2
    T24232.3
    T3/42821.5
n = 149Patients
n%
Sex
    Male7349.0
    Female7651.0
Age, y
    Median54 (range 17–87)
    <6511979.9
    ≥653020.1
Resection
    R07168.9
    R176.8
    R22524.3
Metastases (hepatic)
    M011073.8
    M13926.2
Ki-67
    <5%6070.6
    ≥5%2529.4
CRP, mg/L
    <56769.1
    ≥53030.9
Entity
    NF-pNEN6040.3
    Insulinoma5637.6
    Gastrinoma3120.8
Rare functioning21.3
Tumor size
    T16046.2
    T24232.3
    T3/42821.5

CRP is an independent prognostic marker in patients with pancreatic neuroendocrine neoplasias

Preoperative blood levels of CRP were significantly associated with OS in pNENs (P < .001) (Figure 1). Median OS for patients with elevated CRP levels was 1093 days (SE 1261, 95% confidence interval [CI] 0–3565), compared with 6859 days (SE 1252, 95% CI 4405–9313) for patients with normal CRP levels. To test for a possible bias through the different pNEN entities (better prognosis in small NF-pNENs and insulinomas), this analysis was performed again, including only the 100 patients with confirmed lymphatic and/or hepatic metastases and/or carcinomatous primary (malign pNENs). A Kaplan-Meier analysis and log rank test still showed a significant association between CRP levels and OS (P < .001) in this subgroup. This finding still persisted after repeating the analysis for the subgroup of all NF-pNENs (P = .002).

Kaplan-Meier analysis of cumulative OS in patients with normal (<5 mg/L) and elevated (≥5 mg/L) CRP levels; patients still alive at latest follow-up are censored after their respective time of survival.
Figure 1.

Kaplan-Meier analysis of cumulative OS in patients with normal (<5 mg/L) and elevated (≥5 mg/L) CRP levels; patients still alive at latest follow-up are censored after their respective time of survival.

Correlation of survival and other factors

Furthermore, cumulative OS was significantly associated with the presence of liver metastases (P < .001), R status (P < .001) and Ki-67 index greater than 5%. (P < .001) (Figures 24).

Kaplan-Meier analysis of cumulative OS in patients without (M0) and with (M1) liver metastases.
Figure 2.

Kaplan-Meier analysis of cumulative OS in patients without (M0) and with (M1) liver metastases.

Kaplan-Meier analysis of cumulative OS in patients with Ki-67 index less than 5% and 5% or greater.
Figure 3.

Kaplan-Meier analysis of cumulative OS in patients with Ki-67 index less than 5% and 5% or greater.

Kaplan-Meier analysis of cumulative OS in patients with (R0) or without (R1/R2) complete tumor resection.
Figure 4.

Kaplan-Meier analysis of cumulative OS in patients with (R0) or without (R1/R2) complete tumor resection.

Interaction between CRP and established prognostic factors

After cross-tabulation and Pearson χ2 tests, analyzing the distribution of patients with normal and elevated CRP in the respective subgroups of each other factor, CRP levels were not significantly related to the Ki67 index (P = .116), R status (P = .886), or M status (P = .893).

There was, however, a significant relation between elevated CRP levels and tumor size (T status; P < .001) (Table 2).

Table 2.

Relationship Between CRP Levels and Other Factors (Ki67 Index, R Status, M Status, T Status) (P Values via Pearson-χb Test)

CRP, mg/LP Value
<5≥5
Ki-67
    <5%3711.116
    ≥5%118
Resection
    R03418.886
    R1/R2148
Metastases
    M05022.893
    M1178
Tumor size
    T1/25116<.001
    T3/4412
CRP, mg/LP Value
<5≥5
Ki-67
    <5%3711.116
    ≥5%118
Resection
    R03418.886
    R1/R2148
Metastases
    M05022.893
    M1178
Tumor size
    T1/25116<.001
    T3/4412
Table 2.

Relationship Between CRP Levels and Other Factors (Ki67 Index, R Status, M Status, T Status) (P Values via Pearson-χb Test)

CRP, mg/LP Value
<5≥5
Ki-67
    <5%3711.116
    ≥5%118
Resection
    R03418.886
    R1/R2148
Metastases
    M05022.893
    M1178
Tumor size
    T1/25116<.001
    T3/4412
CRP, mg/LP Value
<5≥5
Ki-67
    <5%3711.116
    ≥5%118
Resection
    R03418.886
    R1/R2148
Metastases
    M05022.893
    M1178
Tumor size
    T1/25116<.001
    T3/4412

Uni- and multivariate analyses confirm CRP as a prognostic marker for OS

Univariate analysis of the whole cohort showed significantly elevated hazard ratios regarding a shortened overall survival for CRP of 5 mg/L or greater (hazard ratio [HR] 3.27; P < .001), incomplete resection (HR 3.99; P < .001), Ki-67 ≥ 5% (HR 5.05; P < .001), and presence of liver metastases (HR 3.17; P < .001). Age at diagnosis of 65 years or older was also associated with a significantly higher HR (HR 2.95; P < .001), whereas female gender was not (HR 0.73; P = .227) (Table 3). Subgroup analysis revealed that HRs were significantly elevated for patients with gastrinoma (HR 2.87; P = .007) and NF-pNEN (HR 3.62; P < .001).

Table 3.

Univariate Analysis of HRs in Patients With Elevated CRP, Incomplete Resection, Higher Ki-67, Presence of Liver Metastases, Older Age, Different pNEN Entities, and Female Sex (Cox Regression)

HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L3.271.746.16<.001
R1/R23.992.167.35<.001
Ki-67 ≥5%5.052.1711.76<.001
M13.171.885.35<.001
Age ≥65 y2.951.725.06<.001
Insulinoma1.00
NF-PNEN3.621.817.24<.001
Gastrinoma2.871.336.19.007
Female sex0.730.441.22.227
HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L3.271.746.16<.001
R1/R23.992.167.35<.001
Ki-67 ≥5%5.052.1711.76<.001
M13.171.885.35<.001
Age ≥65 y2.951.725.06<.001
Insulinoma1.00
NF-PNEN3.621.817.24<.001
Gastrinoma2.871.336.19.007
Female sex0.730.441.22.227
Table 3.

Univariate Analysis of HRs in Patients With Elevated CRP, Incomplete Resection, Higher Ki-67, Presence of Liver Metastases, Older Age, Different pNEN Entities, and Female Sex (Cox Regression)

HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L3.271.746.16<.001
R1/R23.992.167.35<.001
Ki-67 ≥5%5.052.1711.76<.001
M13.171.885.35<.001
Age ≥65 y2.951.725.06<.001
Insulinoma1.00
NF-PNEN3.621.817.24<.001
Gastrinoma2.871.336.19.007
Female sex0.730.441.22.227
HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L3.271.746.16<.001
R1/R23.992.167.35<.001
Ki-67 ≥5%5.052.1711.76<.001
M13.171.885.35<.001
Age ≥65 y2.951.725.06<.001
Insulinoma1.00
NF-PNEN3.621.817.24<.001
Gastrinoma2.871.336.19.007
Female sex0.730.441.22.227

Multivariate analysis of the four prognostic factors (CRP, Ki-67, R status, and M status) revealed elevated CRP levels (P = .007) and the presence of liver metastases (P = .001) as independent risk factors for reduced overall survival with a significantly higher HR in this model (Table 4).

Table 4.

Multivariate Analysis of HRs in a Model With All Four Evaluated Prognostic Factors, Elevated CRP, Higher Ki-67, Presence of Liver Metastases, and Incomplete Resection (Cox Regression)

HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L4.021.4711.03.007
Ki-67 ≥5%1.370.434.29.595
M16.201.8614.51.001
R1/R21.290.237.17.772
HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L4.021.4711.03.007
Ki-67 ≥5%1.370.434.29.595
M16.201.8614.51.001
R1/R21.290.237.17.772
Table 4.

Multivariate Analysis of HRs in a Model With All Four Evaluated Prognostic Factors, Elevated CRP, Higher Ki-67, Presence of Liver Metastases, and Incomplete Resection (Cox Regression)

HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L4.021.4711.03.007
Ki-67 ≥5%1.370.434.29.595
M16.201.8614.51.001
R1/R21.290.237.17.772
HR95% CI of HRP Value
LowerUpper
CRP ≥5 mg/L4.021.4711.03.007
Ki-67 ≥5%1.370.434.29.595
M16.201.8614.51.001
R1/R21.290.237.17.772

Because of the observed significant relation between primary tumor size and CRP levels, the same multivariate analysis was performed, including T3/T4 stadium (tumor size >4 cm in diameter and/or invasion of adjacent organ tissue) as an additional (fifth) potentially prognostic factor. However, elevated CRP levels (P = .032) and presence of liver metastases (P = .001) still remained the only independent factors in this model.

Discussion

CRP is an acute-phase protein, produced in the liver (33). Acute-phase response and CRP synthesis is triggered mainly through secretion of IL-6 from macrophages and T cells (33). Any type of chronic or acute inflammatory process stemming from infection, autoimmune disease, trauma, or neoplasia can activate this IL-6 and acute-phase response, making CRP levels a sensitive but very unspecific marker (33).

In this retrospective analysis, Ki-67 index, R status, and M status were confirmed to strongly correlate with OS in pNEN, similar to previous findings (1722). Also, for the first time, we can show a strong correlation between pretreatment CRP levels and OS in pNEN. Drastically worse OS rates (1093 vs 6895 d) after resection as well as significantly higher HRs in uni- and multivariate analysis for patients with CRP levels of 5 mg/L or greater underlined the significance of this new, possibly independent risk factor. In this study, CRP was chosen as a cheap, sensitive, and widely available laboratory parameter for inflammation. Furthermore, it was simply the most frequently available inflammatory marker in the partly very old patient data sets and had been thoroughly investigated for other malign diseases as mentioned above (2428). Nevertheless, a possible prognostic value of other inflammatory indices (eg, Glasgow prognostic score, neutrophil to lymphocyte ratio) would be interesting to verify in pNEN as well.

In patients with progressive pNENs, the mentioned heterogeneity of tumor behavior often produces uncertainty when it comes to making therapeutic decisions (13). The established markers, integrated in the current World Health Organization classification and European Neuroendocrine Tumor Society guidelines have repeatedly been proven to be of great value for estimation of the general disease progression and prognosis (3, 32, 34). However, especially when it comes to predicting success of different adjuvant treatment options (transarterial chemoembolization, selective internal radiation therapy, peptide receptor radionuclide therapy, different chemotherapy regimen or targeted therapies), new prognostic factors like pretreatment CRP could possibly provide additional information for these decisions. Again, a potential connection between pretreatment CRP levels and different responses to certain therapies could only be investigated in a prospective, controlled setting.

For some cancers, a bad prognosis in cases with peritumoral and systemic inflammation has been attributed to poor susceptibility to chemotherapeutic agents through the inflammatory and mesenchymal shield around the tumor (35). For ductal pancreatic adenocarcinoma in particular, signal transducer and activator of transcription-3 activation via IL-6 transsignaling in an inflammatory environment has been described to play a major role in tumorigenesis and progression (36). With IL-6 being the major activator of the CRP response, this poses a possible link to the findings of worse outcome associated with elevated CRP levels in our patients.

However, there are some limitations to this study. Its retrospective design, the necessity to achieve acceptable patient numbers in a monocentric study for these rare tumors and the heterogeneity in patient data, eg, different pNEN entities, call for a confirmatory prospective study, ideally in a multicenter setting.

Whereas there have been these and other discoveries in understanding the interaction between inflammation and tumorigenesis in ductal adenocarcinoma of the pancreas and some other cancers, there is still much to learn. However, the possible role of inflammation in pNEN remains completely unclear. Virtually no studies exist on this matter, possibly because pNENs are generally viewed as tumors with little to no inflammatory response. Given the apparent prognostic importance of CRP levels in patients with pNENs, the main stimulator of CRP and IL-6 as well as macrophage activation in pNEN should be targets for further research.

As for the role of CRP itself in cancer patients, causality from higher CRP levels to carcinogenesis seems unlikely in the light of past Mendelian randomization studies (37). These showed no difference in cancer incidence for people with genetic polymorphisms that lead to altered CRP levels. Thus, CRP is most likely a byproduct of carcinogenic or cancer progression mechanisms (37).

In conclusion, we show for the first time that CRP is an independent prognostic marker in patients with pNENs. CRP measurement should be considered for incorporation into prospective outcome studies and clinical trials of systemic therapies for patients with pNENs.

Acknowledgments

Disclosure Summary: The authors have nothing to disclose.

Abbreviations

     
  • CI

    confidence interval

  •  
  • CRP

    C-reactive protein

  •  
  • HR

    hazard ratio

  •  
  • MEN

    multiple endocrine neoplasia

  •  
  • NF-pNEN

    nonfunctioning pNEN

  •  
  • OS

    overall survival

  •  
  • pNEN

    pancreatic neuroendocrine neoplasia.

References

1.

Oberg
K
.
Pancreatic endocrine tumors
.
Semin Oncol
.
2010
;
37
(
6
):
594
618
.

2.

Jensen
RT
,
Cadiot
G
,
Brandi
ML
, et al. .
ENETS Consensus guidelines for the management of patients with digestive neuroendocrine neoplasms: functional pancreatic endocrine tumor syndromes
.
Neuroendocrinology
.
2012
;
95
(
2
):
98
119
.

3.

Falconi
M
,
Bartsch
DK
,
Eriksson
B
, et al. .
ENETS consensus guidelines for the management of patients with digestive neuroendocrine neoplasms of the digestive system: well-differentiated pancreatic non-functioning tumors
.
Neuroendocrinology
.
2012
;
95
(
2
):
120
134
.

4.

Klimstra
DS
,
Modlin
IR
,
Coppola
D
,
Lloyd
RV
,
Suster
S
.
The pathologic classification of neuroendocrine tumors: a review of nomenclature, grading, and staging systems
.
Pancreas
.
2010
;
39
(
6
):
707
712
.

5.

Klöppel
G
,
Couvelard
A
,
Perren
A
, et al. .
ENETS consensus guidelines for the standards of care in neuroendocrine tumors: towards a standardized approach to the diagnosis of gastroenteropancreatic neuroendocrine tumors and their prognostic stratification
.
Neuroendocrinology
.
2009
;
90
(
2
):
162
166
.

6.

Kulke
MH
,
Anthony
LB
,
Bushnell
DL
, et al. .
NANETS treatment guidelines: well-differentiated neuroendocrine tumors of the stomach and pancreas
.
Pancreas
.
2010
;
39
(
6
):
735
752
.

7.

Fendrich
V
,
Langer
P
,
Celik
I
, et al. .
An aggressive surgical approach leads to long-term survival in patients with pancreatic endocrine tumors
.
Ann Surg
.
2006
;
244
(
6
):
845
851
;
discussion 852–853
.

8.

Fendrich
V
,
Waldmann
J
,
Bartsch
DK
,
Langer
P
.
Surgical management of pancreatic endocrine tumors
.
Nat Rev Clin Oncol
.
2009
;
6
(
7
):
419
428
.

9.

Fendrich
V
,
Langer
P
,
Waldmann
J
,
Bartsch
DK
,
Rothmund
M
.
Management of sporadic and multiple endocrine neoplasia type 1 gastrinomas
.
Br J Surg
.
2007
;
94
(
11
):
1331
1341
.

10.

Bartsch
DK
,
Fendrich
V
,
Langer
P
,
Celik
I
,
Kann
PH
,
Rothmund
M
.
Outcome of duodenopancreatic resections in patients with multiple endocrine neoplasia type 1
.
Ann Surg
.
2005
;
242
(
6
):
757
764
,
discussion 764–766
.

11.

Gurusamy
KS
,
Ramamoorthy
R
,
Sharma
D
,
Davidson
BR
.
Liver resection versus other treatments for neuroendocrine tumours in patients with resectable liver metastases
.
Cochrane Database Syst Rev Online
.
2009
;(
2
):
CD007060
.

12.

Raymond
E
,
Dahan
L
,
Raoul
J-L
, et al. .
Sunitinib malate for the treatment of pancreatic neuroendocrine tumors
.
N Engl J Med
.
2011
;
364
(
6
):
501
513
.

13.

Yao
JC
,
Shah
MH
,
Ito
T
, et al. .
Everolimus for advanced pancreatic neuroendocrine tumors
.
N Engl J Med
.
2011
;
364
(
6
):
514
523
.

14.

Pavel
ME
,
Hainsworth
JD
,
Baudin
E
, et al. .
Everolimus plus octreotide long-acting repeatable for the treatment of advanced neuroendocrine tumours associated with carcinoid syndrome (RADIANT-2): a randomised, placebo-controlled, phase 3 study
.
Lancet
.
2011
;
378
(
9808
):
2005
2012
.

15.

Moertel
CG
,
Hanley
JA
,
Johnson
LA
.
Streptozocin alone compared with streptozocin plus fluorouracil in the treatment of advanced islet-cell carcinoma
.
N Engl J Med
.
1980
;
303
(
21
):
1189
1194
.

16.

Strosberg
JR
,
Fine
RL
,
Choi
J
, et al. .
First-line chemotherapy with capecitabine and temozolomide in patients with metastatic pancreatic endocrine carcinomas
.
Cancer
.
2011
;
117
(
2
):
268
275
.

17.

Yang
M
,
Tian
B
,
Zhang
Y
, et al. .
Evaluation of the World Health Organization 2010 grading system in surgical outcome and prognosis of pancreatic neuroendocrine tumors
.
Pancreas
.
2014
;
43
(
7
):
1003
1008
.

18.

Ballian
N
,
Loeffler
AG
,
Rajamanickam
V
,
Norstedt
PA
,
Weber
SM
,
Cho
CS
.
A simplified prognostic system for resected pancreatic neuroendocrine neoplasms
.
HPB
.
2009
;
11
(
5
):
422
428
.

19.

Cherenfant
J
,
Talamonti
MS
,
Hall
CR
, et al. .
Comparison of tumor markers for predicting outcomes after resection of nonfunctioning pancreatic neuroendocrine tumors
.
Surgery
.
2014
;
156
(
6
):
1504
1511
.

20.

Bettini
R
,
Mantovani
W
,
Boninsegna
L
, et al. .
Primary tumour resection in metastatic nonfunctioning pancreatic endocrine carcinomas
.
Dig Liver Dis Off J Ital Soc Gastroenterol Ital Assoc Study Liver
.
2009
;
41
(
1
):
49
55
.

21.

Weber
HC
,
Venzon
DJ
,
Lin
JT
, et al. .
Determinants of metastatic rate and survival in patients with Zollinger-Ellison syndrome: a prospective long-term study
.
Gastroenterology
.
1995
;
108
(
6
):
1637
1649
.

22.

Madeira
I
,
Terris
B
,
Voss
M
, et al. .
Prognostic factors in patients with endocrine tumours of the duodenopancreatic area
.
Gut
.
1998
;
43
(
3
):
422
427
.

23.

Lu
H
,
Ouyang
W
,
Huang
C
.
Inflammation, a key event in cancer development
.
Mol Cancer Res MCR
.
2006
;
4
(
4
):
221
233
.

24.

Szkandera
J
,
Stotz
M
,
Absenger
G
, et al. .
Validation of C-reactive protein levels as a prognostic indicator for survival in a large cohort of pancreatic cancer patients
.
Br J Cancer
.
2014
;
110
(
1
):
183
188
.

25.

Gockel
I
,
Dirksen
K
,
Messow
C-M
,
Junginger
T
.
Significance of preoperative C-reactive protein as a parameter of the perioperative course and long-term prognosis in squamous cell carcinoma and adenocarcinoma of the oesophagus
.
World J Gastroenterol
.
2006
;
12
(
23
):
3746
3750
.

26.

Fang
S
,
Wang
Y
,
Sui
D
, et al. .
C-reactive protein as a marker of melanoma progression
.
J Clin Oncol
.
2015
;
33
(
12
):
1389
1396
.

27.

Nakamura
T
,
Matsumine
A
,
Matsubara
T
,
Asanuma
K
,
Uchida
A
,
Sudo
A
.
Clinical significance of pretreatment serum C-reactive protein level in soft tissue sarcoma: significance of CRP in Sarcoma
.
Cancer
.
2012
;
118
(
4
):
1055
1061
.

28.

Nozoe
T
,
Iguchi
T
,
Adachi
E
,
Matsukuma
A
,
Ezaki
T
.
Preoperative elevation of serum C-reactive protein as an independent prognostic indicator for gastric cancer
.
Surg Today
.
2011
;
41
(
4
):
510
513
.

29.

Yoo
EJ
,
Park
JC
,
Kim
EH
, et al. .
Prognostic value of neutrophil-to-lymphocyte ratio in patients treated with concurrent chemoradiotherapy for locally advanced oesophageal cancer
.
Dig Liver Dis Off J Ital Soc Gastroenterol Ital Assoc Study Liver
.
2014
;
46
(
9
):
846
853
.

30.

McMillan
DC
.
The systemic inflammation-based Glasgow Prognostic Score: a decade of experience in patients with cancer
.
Cancer Treat Rev
.
2013
;
39
(
5
):
534
540
.

31.

Khan
MS
,
Luong
TV
,
Watkins
J
,
Toumpanakis
C
,
Caplin
ME
,
Meyer
T
.
A comparison of Ki-67 and mitotic count as prognostic markers for metastatic pancreatic and midgut neuroendocrine neoplasms
.
Br J Cancer
.
2013
;
108
(
9
):
1838
1845
.

32.

Rindi
G
,
Klöppel
G
,
Alhman
H
, et al. .
TNM staging of foregut (neuro)endocrine tumors: a consensus proposal including a grading system
.
Virchows Arch Int J Pathol
.
2006
;
449
(
4
):
395
401
.

33.

Pepys
MB
,
Hirschfield
GM
.
C-reactive protein: a critical update
.
J Clin Invest
.
2003
;
111
(
12
):
1805
1812
.

34.

Bosman
FT
.
World Health Organization, International Agency for Research on Cancer, eds
.
WHO Classification of Tumours of the Digestive System
. 4th ed.
Lyon
:
International Agency for Research on Cancer
;
2010
.

35.

Knoop
RF
,
Sparn
M
,
Waldmann
J
, et al. .
Chronic pancreatitis and systemic inflammatory response syndrome prevent impact of chemotherapy with gemcitabine in a genetically engineered mouse model of pancreatic cancer
.
Neoplasia
.
2014
;
16
(
6
):
463
470
.

36.

Lesina
M
,
Kurkowski
MU
,
Ludes
K
, et al. .
Stat3/Socs3 activation by IL-6 transsignaling promotes progression of pancreatic intraepithelial neoplasia and development of pancreatic cancer
.
Cancer Cell
.
2011
;
19
(
4
):
456
469
.

37.

Allin
KH
,
Nordestgaard
BG
.
Elevated C-reactive protein in the diagnosis, prognosis, and cause of cancer
.
Crit Rev Clin Lab Sci
.
2011
;
48
(
4
):
155
170
.

Supplementary data