Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors
Search in posts
Search in pages
Filter by Categories
Author’ response
Author’s reply
Authors' response
Authors#x2019; response
Book Received
Book Review
Book Reviews
Centenary Review Article
Clinical Image
Clinical Images
Commentary
Communicable Diseases - Original Articles
Correspondence
Correspondence, Letter to Editor
Correspondences
Correspondences & Authors’ Responses
Corrigendum
Critique
Current Issue
Editorial
Errata
Erratum
Health Technology Innovation
IAA CONSENSUS DOCUMENT
Innovations
Letter to Editor
Malnutrition & Other Health Issues - Original Articles
Media & News
Notice of Retraction
Obituary
Original Article
Original Articles
Perspective
Perspectives
Policy
Policy Document
Policy Guidelines
Policy, Review Article
Policy: Correspondence
Policy: Editorial
Policy: Mapping Review
Policy: Original Article
Policy: Perspective
Policy: Process Paper
Policy: Scoping Review
Policy: Special Report
Policy: Systematic Review
Policy: Viewpoint
Practice
Practice: Authors’ response
Practice: Book Review
Practice: Clinical Image
Practice: Commentary
Practice: Correspondence
Practice: Letter to Editor
Practice: Obituary
Practice: Original Article
Practice: Pages From History of Medicine
Practice: Perspective
Practice: Review Article
Practice: Short Note
Practice: Short Paper
Practice: Special Report
Practice: Student IJMR
Practice: Systematic Review
Pratice, Original Article
Pratice, Review Article
Pratice, Short Paper
Programme
Programme, Correspondence, Letter to Editor
Programme: Commentary
Programme: Correspondence
Programme: Editorial
Programme: Original Article
Programme: Originial Article
Programme: Perspective
Programme: Rapid Review
Programme: Review Article
Programme: Short Paper
Programme: Special Report
Programme: Status Paper
Programme: Systematic Review
Programme: Viewpoint
Protocol
Research Correspondence
Retraction
Review Article
Short Paper
Special Opinion Paper
Special Report
Special Section Nutrition & Food Security
Status Paper
Status Report
Strategy
Student IJMR
Systematic Article
Systematic Review
Systematic Review & Meta-Analysis
Viewpoint
White Paper
Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors
Search in posts
Search in pages
Filter by Categories
Author’ response
Author’s reply
Authors' response
Authors#x2019; response
Book Received
Book Review
Book Reviews
Centenary Review Article
Clinical Image
Clinical Images
Commentary
Communicable Diseases - Original Articles
Correspondence
Correspondence, Letter to Editor
Correspondences
Correspondences & Authors’ Responses
Corrigendum
Critique
Current Issue
Editorial
Errata
Erratum
Health Technology Innovation
IAA CONSENSUS DOCUMENT
Innovations
Letter to Editor
Malnutrition & Other Health Issues - Original Articles
Media & News
Notice of Retraction
Obituary
Original Article
Original Articles
Perspective
Perspectives
Policy
Policy Document
Policy Guidelines
Policy, Review Article
Policy: Correspondence
Policy: Editorial
Policy: Mapping Review
Policy: Original Article
Policy: Perspective
Policy: Process Paper
Policy: Scoping Review
Policy: Special Report
Policy: Systematic Review
Policy: Viewpoint
Practice
Practice: Authors’ response
Practice: Book Review
Practice: Clinical Image
Practice: Commentary
Practice: Correspondence
Practice: Letter to Editor
Practice: Obituary
Practice: Original Article
Practice: Pages From History of Medicine
Practice: Perspective
Practice: Review Article
Practice: Short Note
Practice: Short Paper
Practice: Special Report
Practice: Student IJMR
Practice: Systematic Review
Pratice, Original Article
Pratice, Review Article
Pratice, Short Paper
Programme
Programme, Correspondence, Letter to Editor
Programme: Commentary
Programme: Correspondence
Programme: Editorial
Programme: Original Article
Programme: Originial Article
Programme: Perspective
Programme: Rapid Review
Programme: Review Article
Programme: Short Paper
Programme: Special Report
Programme: Status Paper
Programme: Systematic Review
Programme: Viewpoint
Protocol
Research Correspondence
Retraction
Review Article
Short Paper
Special Opinion Paper
Special Report
Special Section Nutrition & Food Security
Status Paper
Status Report
Strategy
Student IJMR
Systematic Article
Systematic Review
Systematic Review & Meta-Analysis
Viewpoint
White Paper
View/Download PDF

Translate this page into:

Original Article
155 (
1
); 49-55
doi:
10.4103/ijmr.IJMR_2238_18

Association of inflammatory markers with the disease & mutation status in pancreatic cancer

Department of Gastroenterology & Human Nutrition, All India Institute of Medical Sciences, New Delhi, India

For correspondence: Dr Anoop Saraya, Department of Gastroenterology & Human Nutrition, All India Institute of Medical Sciences, New Delhi 110 029, India e-mail: nsaraya@yahoo.com

Licence
This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
Disclaimer:
This article was originally published by Wolters Kluwer - Medknow and was migrated to Scientific Scholar after the change of Publisher.

Abstract

Background & objectives:

Inflammation has been studied to be an important contributory factor to carcinogenesis through pro-inflammatory markers such as interleukin (IL)-6 and C-reactive protein (CRP). Furthermore, K-ras mutation is an important genetic alteration in the pathogenesis of pancreatic cancer. This study aimed to compare these inflammatory markers in pancreatic ductal adenocarcinoma (PDAC) with the diseased and healthy controls (HCs) and to check for any association between IL-6 and CRP serum levels with the disease status, survival and K-ras mutation status of PDAC patients.

Methods:

The study included 135 PDAC, 25 chronic pancreatitis (CP) patients and 25 HCs. The serum levels of IL-6 and CRP were detected by enzyme-linked immunosorbent assay and K-ras mutations were detected by polymerase chain reaction-restriction fragment length polymorphism technique.

Results:

The serum levels of both these markers were elevated in PDAC cases than that in HCs. High IL-6 levels and higher CRP levels were found to be associated with locally advanced disease, lymphatic invasion, metastasis and advanced stage of the PDAC. In patients with unresectable PDAC, higher IL-6 levels were found to be associated with the presence of K-ras mutations.

Interpretation & conclusions:

Higher IL-6 and CRP levels in patients with advanced PDAC suggest an important role of these inflammatory markers in tumour progression. Furthermore, the association of mutations in the K-ras gene with serum IL-6 indicates cross-talks that may contribute to the progression of the PDAC.

Keywords

C-reactive protein
interleukin-6
K-ras mutation
pancreatic cancer

Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal disease owing to its unspecific symptoms and rapid metastasis. At the time of diagnosis, only 15-20 per cent of patients are typically found to have resectable disease1. Due to delayed diagnosis and aggressiveness of this disease, the overall five-year survival rate is as low as nine per cent2.

Genetic changes such as over-activation of oncogenes and silencing of tumour suppressor genes are responsible for various processes in tumourigenesis3. K-ras mutations have long been associated with pancreatic tumours and are also found at high frequencies in pancreatic tumour tissue, which has also been confirmed through sequencing4. In our earlier study5, the presence of this mutation in circulating DNA as well as in tumour tissue DNA in patients with PDAC was found. Although mutations in the K-ras gene is an important event in early tumourigenesis, these mutations have also been found in the healthy pancreas as well as in pancreatitis patients56. Thus, these mutations are not sufficient and depend on the various underlying processes in the tumour microenvironment. One such phenomenon is inflammation, which over a long period, may lead to cancer7. The role of inflammatory markers such as interleukin-6 (IL-6) and C-reactive protein (CRP) has been studied in various types of cancers.

IL-6 is produced from many cells, including tumour cells. This pleiotropic pro-inflammatory cytokine has been found to be an important link between inflammation and cancer8. Elevated levels of IL-6 in pancreatic cancer patients have been reported earlier9 and higher levels of IL-6 were found to be associated with poor prognosis in pancreatic cancer patients as an independent prognostic marker10. Higher serum IL-6 has also been found to be associated with liver metastasis, high carcinoembryonic antigen (CEA), advanced stage of the disease in patients with advanced pancreatic cancer without treatment11.

CRP is a marker of systemic inflammation. Certain pro-inflammatory cytokines such as IL-6, participate in the synthesis of CRP in hepatocytes through the nuclear factor kappa B and STAT3 inflammatory pathways12. In a systematic review, elevated CRP levels were found to predict prognosis in 90 per cent of the solid tumours13. In the case of pancreatic cancer also, CRP has been shown to predict prognosis by a number of studies1415. In a study on colorectal cancer, the presence of allele-specific polymorphism in the CRP gene and mutations in K-ras/BRAF genes emerged as independent prognostic markers16.

Oncogenic Ras was previously found to induce secretion of IL-6 in mouse model, and ablation of IL-6 was reported to retard tumour progression8. Zhang et al17 reported that IL-6 synergizes with K-ras mutation to activate downstream MAPK/ERK signalling, which induces tumourigenesis, and ablation of IL-6 was found to completely ablate the tumour in vivo. Conversely, IL-6 was also shown to induce activation of K-ras in myeloma cell lines18.

In this study, the levels of serum IL-6 and CRP levels in PDAC patients were compared with chronic pancreatitis (CP) patients and healthy controls (HCs) and checked for any association of these markers with clinicopathological parameters, survival and K-ras mutation status (in plasma) of PDAC patients.

Material & Methods

Patients: One hundred and thirty five consecutive confirmed PDAC patients, who presented to the departments of Gastroenterology and Gastrointestinal Surgery, All India Institute of Medical Sciences, New Delhi, India, were recruited over four years after approval by the Institutional Ethics Committee, and obtaining written informed consent from all the patients. The diagnoses of PDAC patients were confirmed on the basis of computed tomography (CT) scan and histopathologic (biopsy or fine-needle aspiration cytology) evaluation. PDAC patients with the only confirmed diagnosis were included in the study while patients who were found to have neuroendocrine tumour, periampullary carcinoma, or insulinoma (other than PDAC) were excluded from the study. 5 ml of blood was drawn from the patients and collected in vacutainers. The blood samples of 25 HCs and 25 CP patients were also collected as controls. The plasma was separated from the blood samples as per the protocol described previously5. The separated plasma was divided into aliquots (200 μl) and stored at −80°C till further use.

Enzyme-linked immunosorbent assay (ELISA) for interleukin-6 (IL-6) and C-reactive protein (CRP): The serum IL-6 and CRP levels in the PDAC, CP patients, and HCs were determined using commercial ELISA kits (Thermo Scientific, USA and BioChek, Inc., CA, respectively) following the manufacturer’s instructions. For IL-6, standards of concentrations – 400, 160, 64, 25.6 and 10.24 pg/ml, and for CRP standards of concentrations – 0, 0.005, 0.010, 0.025, 0.050 and 0.100 mg/l were used. For measuring IL-6, 50 µl of undiluted serum samples were analyzed, while for measuring CRP, serum samples were diluted 100 times and 50 µl of diluted samples were analyzed. Standard curves for IL-6 and CRP were plotted and concentrations of these proteins in serum samples of patients were extrapolated from this curve. CRP levels obtained from the standard curve were multiplied by 100 (dilution factor) to get the actual concentration of the protein in the serum.

DNA extraction and K-ras mutation assessment: Of 135 PDAC cases analyzed for IL-6 and CRP, DNA was extracted from the plasma of 122 patients (as part of our earlier study). Mutation status in the K-ras gene at codon 12 was assessed using PCR-RFLP (polymerase chain reaction-restriction fragment length polymorphism) using Mva I restriction enzyme. The results were interpreted from the different band sizes on agarose gel electrophoresis4.

Statistical analysis: For comparing variables between the groups, Student’s t test and Mann–Whitney U test were used. Kaplan–Meier method and Log Rank test were used for assessing survival. A P< 0.05 was considered significant. The STATA 11.0 software (Statacorp., Texas, USA) was used for carrying out all the statistical analysis.

Results

Demographic, clinical and biochemical investigations: The mean age of the PDAC patients recruited in the study was 55.7 ± 10.9 yr. Of the 135 patients recruited in the study, 97 were male. The clinical parameters of the patients are summarized in Table I. Serum CA19.9 levels were recorded for 86 patients, and the median level was 677.5 (2-26057) U/ml.

Table I Clinical parameters of the patients with pancreatic cancer (n=135)
Clinical parameters Number of patients, n (%)
Pain 112 (82.9)
Jaundice 102 (75.5)
Anorexia 106 (78.5)
Weight loss 107 (79.2)
Diabetes 38 (28.1)
Chronic pancreatitis history 17 (12.6)
Common bile duct dilated 84 (62.2)
Main pancreatic duct dilated 98 (72.6)
Locally advanced disease 89 (65.9)
Lymphatic invasion 56 (41.4)
Vascular encasement 70 (51.8)
Metastasis 56 (41.4)
Resectability 26 (19.2)
Chemotherapy 81 (60.0)

Fifty two (38.5%) patients were found to have the tumour at the resectable stage at the time of presentation. However, after further investigations, namely biopsy or fine-needle aspiration cytology, and during surgery, the actual number of patients who had resectable tumour was 26 (19.2%). The rest of the patients having unresectable tumours were offered other palliative or chemotherapeutic procedures.

Survival data: For all the PDAC patients taken together, the median overall survival time was six months (range 1-41 months). The overall survival time was calculated from the day the sample collected from the patient to the day of the death of the patient. Of the 135 patients, 108 patients died of disease, eight patients were found living until the last follow up (3 yrs), six patients died due to reasons other than pancreatic cancer while 13 patients were lost to follow up. Patients who were lost to follow up were considered alive, and their survival time was recorded until the last follow up.

Circulating levels of IL-6 and CRP: The median value for IL-6 in PDAC patients was 9.4 (0-21) pg/ml (n=135). This was significantly higher than in CP patients [4.5 (0-28) pg/ml; n=25, (P=0.012)] as well as from levels in healthy individuals [3.4 (0-16.1) pg/ml; n=25] (P=0.02). The median value of CRP in PDAC patients was 18.1 (1-412) mg/l (n=133). This was significantly higher than in CP patients [9.5 (0-54) mg/l; n=25] (P=0.122) as well as from levels in healthy individuals [4.5 (0-10.3) mg/l; n=25] (P=0.04).

Clinical significance of IL-6 and CRP levels: Significant associations of serum IL-6 levels were found with vascular encasement (P=0.048), locally advanced disease (P=0.004), lymphatic invasion (0.028) and metastasis (P=0.001) and the advanced stage of the disease (P=0.003) (Table II). Similarly, serum CRP levels were also found to associate with locally advanced disease (P=0.014) and metastasis (P=0.031) as well as the stage of the disease (P=0.03) (Table II).

Table II Comparison of serum IL-6 and CRP levels between groups of clinicopathological parameters
Parameters n# IL-6 (pg/ml) nδ CRP (mg/l)
Median (range) P* Median (range) P
Vascular encasement
Yes 70 9.9 (0-21) 0.048 69 40 (1-389) 0.241
No 65 7.1 (0-17) 64 16.2 (1.2-412)
Tumour mass (cm)
≥2 108 9.0 (0-21) 0.872 106 31.4 (1-399) 0.054
<2 27 6.8 (0-17) 27 15.1 (1.2-412)
Lymphatic invasion
Yes 56 10.3 (0-21) 0.028 56 42.8 (1-389) 0.089
No 79 7.5 (0-16.2) 77 16.8 (1.2-418)
Locally advanced
Yes 89 10.3 (0-21) 0.004 89 34 (1-399) 0.014
No 46 5.5 (0-17) 44 15.3 (1.2-412)
Metastasis
Yes 56 11.1 (0-21) 0.001 57 31.4 (4-399) 0.031
No 79 7.5 (0-17) 76 16.5 (1-412)
Surgery
Yes 26 5.6 (0-14.5) 0.122 85 27.8 (1-399) 0.239
No 109 9.8 (0-21) 48 16.9 (1.2-412)
Stage
I+II 49 5.6 (0-17) 0.003 26 104.5 (9-412) 0.030
III+IV 86 10.3 (0-21) 107 17.3 (1-389)
Chemotherapy
Yes 81 9.8 (1-21) 0.195 81 22.5 (1.2-399) 0.703
No 54 7.5 (0-16.3) 52 17.7 (1-412)

* Wilcoxon rank sum test, # number of cases in whom IL-6 was analysed (total 135 cases); δ number of cases in whom CRP was analysed (total 133 cases). CRP, C-reactive protein; IL-6, interleukin-6

The strength of the statistical association of both the pro-inflammatory cytokines levels in plasma with prognosis was assessed by Kaplan–Meier survival analysis. The median levels of serum IL-6 i.e., 10.8 pg/ml and serum CRP i.e. 27.7 mg/l, in surviving patients (at the time of completion of the study), were taken as cut-off values for survival analysis.

IL-6 and CRP levels did not correlate with survival of pancreatic cancer patients (Table III). Among the other clinicopathological parameters, shorter survival correlated with patients having vascular encasement (P=0.017), locally advanced disease (P=0.002), metastasis (P=0.001) and advanced stage of the disease (P=0.001) as expected (Table III).

Table III Comparison of survival between groups in patients with pancreatic cancer (n=135)
Parameters Number of cases Death (%) Median survival in months (95% CI) P* Univariate analysis
Unadjusted hazard ratio (95% CI) P
Vascular encasement
Yes 70 62 6.0 (3.7-8.2) 0.017 1.5 0.025
No 65 45 5.0 (2.7-7.2) 1.0 (1.05-2.2)
Tumour mass (cm)
≥2 108 88 6.0 (5.1-6.9) 0.173 1.3 0.020
<2 27 19 8.0 (5.0-10.9) 1.0 (0.8-2.2)
Lymphatic invasion
Yes 56 45 6.0 (3.7-8.2) 0.408 1.2 0.436
No 79 62 6.0 (4.6-7.3) 1.0 (0.79-1.7)
Locally advanced
Yes 89 75 5.0 (3.3-6.7) 0.002 1.8 0.004
No 46 33 9.0 (4.8-13.1) 1.0 (1.2-2.8)
Metastasis
Yes 56 51 3.0 (2.1-3.8) 0.001 2.3 0.001
No 79 57 9.0 (6.8-11.1) 1.0 (1.6-3.5)
Stage
I+II 49 34 9.0 (6.5-11.4) 0.001 1.0 0.003
III+IV 86 74 5.0 (3.3-6.6) 1.9 (1.2-2.8)
Surgery
Yes 26 20 6.0 (4.0-7.9) 0.272 1.3 0.301
No 109 88 6.0 (4.1-7.8) 1.0 (0.8-2.1)
Chemotherapy
Yes 81 65 6.0 (4.2-7.7) 0.419 0.86 0.447
No 54 43 5.0 (2.1-7.8) 1.0 (0.6-1.8)
IL-6
High 57 43 5.0 (2.6-7.3) 0.723 1.06 0.738
Low 78 65 6.0 (4.6-7.3) 1.0 (0.72-1.5)
CRP
High 61 59 6.0 (3.7-8.2) 1.00 0.99 1.00
Low 72 48 6.0 (4.3-7.6) 1.0 (0.67-1.4)

* Log rank test. CI, confidence interval

K-ras mutations: Out of 135 patients, DNA was amplified in 122 patients. Of these 122 plasma DNA samples, 35 (28.6%) cases were found to have mutation in the K-ras gene. However, from the previous work in our laboratory, the presence and absence of mutations in the K-ras gene were not found to be associated with any of the clinicopathological parameters and/or survival of patients5.

K-ras mutation versus IL-6 and CRP: K-ras mutation status of all 122 above-mentioned PDAC cases was not found to associate with pro-inflammatory cytokines – IL-6 and CRP. However, when this association was checked among only unresectable cases (n=109), serum IL-6 levels were found to be significantly elevated in patients with K-ras mutation (n=21) than in patients without K-ras mutation (n=88) (P=0.032). However, no such correlation was found between K-ras mutation status in plasma and serum CRP levels (P=0.06).

Discussion

Long-term inflammation has an important role to play in tumourigenesis. On the other hand, genetic alterations also get accumulated over time to give way to tumourigenesis. Thus, in this study, we not only analyzed comparative levels of IL-6 and CRP in pancreatic cancer, HCs, diseased controls, and their association with clinicopathological parameters and survival but also assessed if any correlation exists between pro-inflammatory cytokines- IL-6 and CRP levels and mutation status in K-ras gene in patients with pancreatic cancer.

In the present study, the median levels of IL-6 were found to be 9.3 pg/ml in serum of patients with pancreatic tumour (PDAC), which is comparable to that reported by Feng et al10. In our study, median levels of IL-6 in serum of PDAC patients were found to be significantly higher than that of HCs and CP patients. This increase of IL-6 is in agreement with earlier studies on pancreatic cancer11.

Higher IL-6 has been found to be associated with the severity of the disease19. In the present study also, higher IL-6 was found to be associated with vascular encasement, locally advanced disease, lymphatic invasion, metastasis and advanced stage of the disease and survival. Similar trends have emerged from other studies as well which emphasize the correlation of higher levels of serum IL-6 with liver metastasis and poor outcomes of the disease1020. Miura et al11 have even suggested that higher IL-6 production in patients with liver metastasis is by monocytes in the tumour. CEA-induced production of IL-6 from Kupffer cells21 and direct release of IL-6 from not only tumour cells themselves22 but also from tumour macrophages23, are some of the mechanisms thought to be involved in raising the concentration of IL-6 in serum of cancer patients.

The fact that IL-6 has been reported to associate with aggressive disease parameters and poor survival indicates its extent of involvement within the tumour and moving the tumour microenvironment towards advanced stage of disease. One of the molecular events which is induced by IL-6 is K-ras activation. In vitro studies have reported that IL-6 along with mutation in the K-ras gene give rise to precursor lesions and subsequent progression of cancer17 via MAPK signalling. This study for the first time, reported that higher levels of IL-6 in the serum of pancreatic cancer (PDAC) patients were associated significantly with the presence of mutation in the K-ras gene in circulating DNA, although in patients with unresectable disease.

Similarly, the median levels of CRP were also increased in PDAC cases as compared to HCs, which are in agreement with the earlier studies24, but there was no difference in CRP levels in PDAC patients and CP patients. Possible mechanisms for increased CRP in pancreatic cancer cases may be firstly due to an increased secretion of inflammatory cytokines such as IL-6 in cancer, which is in turn responsible for the production of CRP25; secondly in response to tumour antigens26; thirdly due to tumour growth giving rise to inflammation in tissue and thus an increase in CRP27, and fourthly as a result of chronic inflammation28. This fourth mechanism might explain the increase in CRP levels in CP patients, as evident in the present study. However, there are studies9 which report lower levels of CRP in CP patients than that in PDAC patients.

Higher CRP levels were found to associate with locally advanced disease, metastasis and advanced stage of the disease. A study by Mitsunaga et al29 also found that increased CRP concentrations indicate aggressive disease at an advanced stage. Serum levels of CRP did not associate significantly with the K-ras mutation status in the circulating DNA of PDAC patients. Despite the serum CRP levels showing association with the aggressiveness of the disease30 and prognosis30, to the best of our knowledge, no study has so far commented on the possible association between serum CRP levels and K-ras mutation status. However, CRP gene polymorphism was found to be unrelated to K-ras and p53 gene mutations in a study on colorectal cancer31.

The main limitation in this study was that, different cytokines contribute to inflammation and tumourigenesis, other different types of cytokines need to be assessed to get a more comprehensive assessment of cytokines and disease progression. Despite this limitation, this study suggests that higher serum IL-6 has been found to associate with aggressive disease status and the presence of K-ras mutation in patients with unresectable PDAC. The in vitro study by Zhang et al17 suggesting the role of IL-6 in the activation of K-ras, together with the findings of the present study indicate that the association between these two molecules may be an important mechanism in pancreatic cancer pathogenesis.

Higher IL-6 and CRP serum levels have been found to predict the advanced stage of the disease, so these inflammatory markers may emerge as non-invasive way of predicting the stage of the disease. Also, this study, for the first time, reports that in advanced or unresectable patients, cases with higher serum levels of IL-6 have mutated K-ras gene, which indicates that there may be some mechanistic link between mutated K-ras and cytokine IL-6, and this may be an important aspect to be considered in developing therapeutics against PDAC.

Financial support & sponsorship: The study was funded by the Indian Council for Medical Research, New Delhi, India (Ref No. 5/13/45/2008-NCD-III).

Conflicts of Interest: None.

References

  1. , , , , , . Contemporary management of localized resectable pancreatic cancer. Cancers (Basel). 2018;10:24.
    [Google Scholar]
  2. . World Health Organization. World cancer report. Available from: https://publications.iarc.fr/Non-Series-Publications/World-Cancer-Reports/World-Cancer-Report- 2014
  3. , , , , , , . Role of oncogenes and tumor-suppressor genes in carcinogenesis:A review. Anticancer Res. 2020;40:6009-15.
    [Google Scholar]
  4. , , , , , , . Mutation analysis by deep sequencing of pancreatic juice from patients with pancreatic ductal adenocarcinoma. BMC Cancer. 2019;19:11.
    [Google Scholar]
  5. , , , , , . High levels of cell-free circulating nucleic acids in pancreatic cancer are associated with vascular encasement, metastasis and poor survival. Cancer Invest. 2015;33:78-85.
    [Google Scholar]
  6. , , . K-RAS mutation in the screening, prognosis and treatment of cancer. Biomark Med. 2009;3:757-69.
    [Google Scholar]
  7. , , . Inflammation and cancer:Triggers, mechanisms, and consequences. Immunity. 2019;51:27-41.
    [Google Scholar]
  8. , , , . Oncogenic Ras-induced secretion of IL6 is required for tumorigenesis. Genes Dev. 2007;21:1714-9.
    [Google Scholar]
  9. , , , , , , . Elevated serum interleukin-6 levels in patients with pancreatic cancer. Jpn J Clin Oncol. 1998;28:12-5.
    [Google Scholar]
  10. , , , , , , . Serum levels of IL-6, IL-8, and IL-10 are indicators of prognosis in pancreatic cancer. J Int Med Res. 2018;46:5228-36.
    [Google Scholar]
  11. , , , , , , . Characterization of patients with advanced pancreatic cancer and high serum interleukin-6 levels. Pancreas. 2015;44:756-63.
    [Google Scholar]
  12. , , , , , , . Transcriptional complex formation of c-Fos, STAT3, and hepatocyte NF-1 alpha is essential for cytokine-driven C-reactive protein gene expression. J Immunol. 2008;180:3492-501.
    [Google Scholar]
  13. , , , , , . C-reactive protein is an important biomarker for prognosis tumor recurrence and treatment response in adult solid tumors:A systematic review. PLoS One. 2015;10:e0143080.
    [Google Scholar]
  14. , , , , , , . Preoperative serum C-reactive protein levels and post-operative lymph node ratio are important predictors of survival after pancreaticoduodenectomy for pancreatic ductal adenocarcinoma. JOP. 2012;13:199-204.
    [Google Scholar]
  15. , , , , , , . Validation of C-reactive protein levels as a prognostic indicator for survival in a large cohort of pancreatic cancer patients. Br J Cancer. 2014;110:183-8.
    [Google Scholar]
  16. , , , , , . Prognostic significance of C-reactive protein polymorphism and KRAS/BRAF in synchronous liver metastasis from colorectal cancer. PLoS One. 2014;8:e65117.
    [Google Scholar]
  17. , , , , , , . Interleukin-6 is required for pancreatic cancer progression by promoting MAPK signaling activation and oxidative stress resistance. Cancer Res. 2013;73:6359-74.
    [Google Scholar]
  18. , , , , , , . Interleukin-6 drives multiple myeloma progression by upregulating of CD-147/Emmprin expression. Blood. 2016;128:5632.
    [Google Scholar]
  19. , , . Cancer and systemic inflammation:Treat the tumour and treat the host. Br J Cancer. 2014;110:1409-12.
    [Google Scholar]
  20. , , , , , , . An exploratory study of inflammatory cytokines as prognostic biomarkers in patients with ductal pancreatic adenocarcinoma. Pancreas. 2012;41:1001-7.
    [Google Scholar]
  21. , , , , . Carcinoembryonic antigen induces cytokine expression in Kuppfer cells:Implications for hepatic metastasis from colorectal cancer. Cancer Res. 1996;56:4805-10.
    [Google Scholar]
  22. , , , . Autocrine interleukin-6 production in renal cell carcinoma:Evidence for the involvement of p53. Cancer Res. 2002;62:932-40.
    [Google Scholar]
  23. , , , , , , . Tumor-associated macrophages produce interleukin 6 and signal via STAT3 to promote expansion of human hepatocellular carcinoma stem cells. Gastroenterology. 2014;147:1393-404.
    [Google Scholar]
  24. , , , , , . Diagnostic usefulness of serum interleukin 6 (IL-6) and C-reactive protein (CRP) in the differentiation between pancreatic cancer and chronic pancreatitis. J Clin Lab Anal. 2010;24:256-61.
    [Google Scholar]
  25. , , , , , . Peripheral blood cells from weight-losing cancer patients control the hepatic acute phase response by a primarily interleukin-6 dependent mechanism. Int J Oncol. 1999;15:823-7.
    [Google Scholar]
  26. , , , , , , . Levels of serum cytokines and acute phase proteins in patients with essential and cancer-related thrombocytosis. Am J Clin Oncol. 2003;26:135-40.
    [Google Scholar]
  27. , , , , . The acute phase response in breast carcinoma. Anticancer Res. 2002;22:1289-93.
    [Google Scholar]
  28. , , . CRP evaluation in non small cell lung carcinoma. Egypt J Chest Dis Tuberc. 2014;63:717-22.
    [Google Scholar]
  29. , , , , , , . C-reactive protein level is an indicator of the aggressiveness of advanced pancreatic cancer. Pancreas. 2016;45:110-6.
    [Google Scholar]
  30. , , . Elevated C-reactive protein in the diagnosis, prognosis, and cause of cancer. Crit Rev Clin Lab Sci. 2011;48:155-70.
    [Google Scholar]
  31. , , , , , , . Mutations of C-reactive protein (CRP) -286 SNP, APC and p53 in colorectal cancer:Implication for a CRP-Wnt crosstalk. PLoS One. 2014;9:e102418.
    [Google Scholar]
Show Sections
Scroll to Top