A gene expression profile related to immune dampening in the tumor microenvironment is associated with poor prognosis in gastric adenocarcinoma

BackgroundThe TNM Classification of Malignant Tumours (TNM) staging system is the primary means of determining a prognosis for gastric adenocarcinoma (GC). However, tumor behavior in the individual patient is unpredictable and in spite of treatment advances, a classification of 'advanced stage' still portends a poor prognosis. Thus, further insights from molecular analyses are needed for better prognostic stratification and determination of new therapeutic targets.MethodsA total of fifty-one fresh frozen tumor samples from patients with histopathologically confirmed diagnoses of GC, submitted to surgery with curative intent, were included in the study. Total RNA was extracted from an initial group of fifteen samples matched for known prognostic factors, categorized into two subgroups, according to patient overall survival: poor (<24 months) or favorable (at or above 24 months), and hybridized to Affymetrix Genechip human genome U133 plus 2.0 for genes associated with prognosis selection. Thirteen genes were selected for qPCR validation using those initial fifteen samples plus additional thirty-six samples.ResultsA total of 108 genes were associated with poor prognosis, independent of tumor staging. Using systems biology, we suggest that this panel reflects the dampening of immune/inflammatory response in the tumor microenvironment level and a shift to Th2/M2 activity. A gene trio (OLR1, CXCL11 and ADAMDEC1) was identified as an independent marker of prognosis, being the last two markers validated in an independent patient cohort.ConclusionsWe determined a panel of three genes with prognostic value in gastric cancer, which should be further investigated. A gene expression profile suggestive of a dysfunctional inflammatory response was associated with unfavorable prognosis.

[1]  Rod A Lea,et al.  Metastatic susceptibility locus, an 8p hot-spot for tumour progression disrupted in colorectal liver metastases: 13 candidate genes examined at the DNA, mRNA and protein level , 2008, BMC Cancer.

[2]  L. Qin,et al.  Perineural Invasion After Preoperative Chemotherapy Predicts Poor Survival in Patients With Locally Advanced Gastric Cancer: Gene Expression Analysis With Pathologic Validation , 2009, American journal of clinical oncology.

[3]  Y. Shu,et al.  Gene expression profile towards the prediction of patient survival of gastric cancer. , 2009, Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie.

[4]  M. Blaser,et al.  Helicobacter pylori infection and gastric carcinoma among Japanese Americans in Hawaii. , 1991, The New England journal of medicine.

[5]  F. Ito,et al.  Favorable prognosis of renal cell carcinoma with increased expression of chemokines associated with a Th1‐type immune response , 2006, Cancer science.

[6]  King-Jen Chang,et al.  Gene expression profile predicts patient survival of gastric cancer after surgical resection. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[7]  Alessandro Ambrosi,et al.  Gene Expression Profile of Primary Gastric Cancer: Towards the Prediction of Lymph Node Status , 2007, Annals of Surgical Oncology.

[8]  Xin Chen,et al.  Expression profiling identifies chemokine (C-C motif) ligand 18 as an independent prognostic indicator in gastric cancer. , 2004, Gastroenterology.

[9]  S. Shapiro,et al.  Proteolysis in the lung , 2003, European Respiratory Journal.

[10]  E. Papoutsakis,et al.  Comparative analysis of transcriptional profiling of CD3+, CD4+ and CD8+ T cells identifies novel immune response players in T-Cell activation , 2008, BMC Genomics.

[11]  D. Roder,et al.  The epidemiology of gastric cancer , 2002, Gastric Cancer.

[12]  J. Ajani,et al.  Molecular basis of gastric cancer development and progression , 2004, Gastric Cancer.

[13]  King-Jen Chang,et al.  The significance of placenta growth factor in angiogenesis and clinical outcome of human gastric cancer. , 2004, Cancer letters.

[14]  M. Tada,et al.  Prediction of lymphatic invasion/lymph node metastasis, recurrence, and survival in patients with gastric cancer by cDNA array-based expression profiling. , 2005, The Journal of surgical research.

[15]  T. Tani,et al.  Expression of HLA-DR and urokinase-type plasminogen activator in stage IV gastric cancer , 1998, Gastric Cancer.

[16]  W. Fridman,et al.  The ADAMDEC1 (decysin) gene structure: evolution by duplication in a metalloprotease gene cluster on Chromosome 8p12 , 2002, Immunogenetics.

[17]  E. El-Omar,et al.  Genetics of inflammation in the gastrointestinal tract and how it can cause cancer. , 2011, Recent results in cancer research. Fortschritte der Krebsforschung. Progres dans les recherches sur le cancer.

[18]  Gun-Hee Kim,et al.  Allyl Isothiocyanate Influences Cell Adhesion, Migration and Metalloproteinase Gene Expression in SK-Hep1 Cells , 2009, Experimental biology and medicine.

[19]  H. Fujii,et al.  Expression of high mobility group box chromosomal protein-1 (HMGB-1) in gastric cancer. , 2007, Anticancer research.

[20]  S. Vowler,et al.  A 4-gene signature predicts survival of patients with resected adenocarcinoma of the esophagus, junction, and gastric cardia. , 2010, Gastroenterology.

[21]  N. Tanigawa,et al.  Correlation between expression of vascular endothelial growth factor and tumor vascularity, and patient outcome in human gastric carcinoma. , 1997, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[22]  K. Mimori,et al.  p27 expression and gastric carcinoma , 1997, Nature Medicine.

[23]  Bangshun He,et al.  CagA+ H pylori infection is associated with polarization of T helper cell immune responses in gastric carcinogenesis. , 2007, World journal of gastroenterology.

[24]  T. Kita,et al.  An endothelial receptor for oxidized low-density lipoprotein , 1997, Nature.

[25]  M. Pfaffl,et al.  A new mathematical model for relative quantification in real-time RT-PCR. , 2001, Nucleic acids research.

[26]  S. Homer-Vanniasinkam,et al.  The lectin-like oxidized low-density-lipoprotein receptor: a pro-inflammatory factor in vascular disease. , 2008, The Biochemical journal.

[27]  H. Yokozaki,et al.  Frequent Amplification of the Cyclin E Gene in Human Gastric Carcinomas , 1995, Japanese journal of cancer research : Gann.

[28]  Yoon-Koo Kang,et al.  Trastuzumab in combination with chemotherapy versus chemotherapy alone for treatment of HER2-positive advanced gastric or gastro-oesophageal junction cancer (ToGA): a phase 3, open-label, randomised controlled trial , 2010, The Lancet.

[29]  T. Hattori,et al.  Expression of HLA-class II antigen in gastric carcinomas. Its relationship to histopathological grade, lymphocyte infiltration and five-year survival rate. , 1994, Acta oncologica.

[30]  F. Speleman,et al.  Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes , 2002, Genome Biology.

[31]  D. Steinberg,et al.  Identification of the lectin-like receptor for oxidized low-density lipoprotein in human macrophages and its potential role as a scavenger receptor. , 1998, The Biochemical journal.

[32]  D. Laskin Macrophages and inflammatory mediators in chemical toxicity: a battle of forces. , 2009, Chemical research in toxicology.

[33]  J. Mehta,et al.  Pioglitazone Inhibits LOX-1 Expression in Human Coronary Artery Endothelial Cells by Reducing Intracellular Superoxide Radical Generation , 2003, Arteriosclerosis, thrombosis, and vascular biology.

[34]  S. Steinberg,et al.  Comparative study of tumor angiogenesis and immunohistochemistry for p53, c-ErbB2, c-myc and EGFr as prognostic factors in gastric cancer. , 2000, Histology and histopathology.

[35]  G. Friedman,et al.  Helicobacter pylori infection and the risk of gastric carcinoma. , 1991, The New England journal of medicine.

[36]  S. Raghavan,et al.  Enhanced M1 Macrophage Polarization in Human Helicobacter pylori-Associated Atrophic Gastritis and in Vaccinated Mice , 2010, PloS one.

[37]  D. Parkin,et al.  The global health burden of infection‐associated cancers in the year 2002 , 2006, International journal of cancer.

[38]  G. Rogler,et al.  Inverse regulation of the ADAM‐family members, decysin and MADDAM/ADAM19 during monocyte differentiation , 2003, Immunology.