Prognostic score of gastric cancer determined by cDNA microarray.

PURPOSE To estimate gastric cancer patients' prognosis more comprehensively,we tried to develop a prognostic scoring system using a cDNA microarray. EXPERIMENTAL DESIGN RNA was extracted from tumor/normal paired samples of 43 patients with gastric cancer, and cDNA microarray hybridization was performed. RESULTS We selected 78 genes that were differentially expressed between aggressive and nonaggressive groups with respect to five conventional pathological factors. Next, we determined a coefficient for each gene. Thereafter a prognostic score was calculated by summing-up the value for each gene. It ranged from -47 to 201 with a median of 114. There were two peaks in its distribution. Ten of 11 patients who were alive with no evidence of recurrence >5 years after the operation showed a score of <100 points, whereas all 19 patients who died of disease showed >100 points. In 13 patients who were alive but the follow-up time was <5 years, 2 of the 3 patients with >100 points revealed recurrent disease during the follow-up. CONCLUSIONS These findings demonstrate that such a system with cDNA microarray can contribute to the comprehensive analysis of malignant behavior of the tumor and may provide accurate information on prognosis.

[1]  Pat Kumar,et al.  Role of transforming growth factor β3 in lymphatic metastasis in breast cancer , 1998 .

[2]  Y. Maehara,et al.  The prognostic significance of proliferating cell nuclear antigen in clinical gastric cancer. , 1993, Surgery.

[3]  H. Takagi,et al.  α‐Fetoprotein Producing Early Gastric Cancer , 1991 .

[4]  N. Nagasue,et al.  alpha Fetoprotein producing early gastric cancer with liver metastasis: report of three cases. , 1991, Gut.

[5]  K. Sugimachi,et al.  Clinical significance of matrix metalloproteinase-7 expression in esophageal carcinoma. , 2000, Clinical cancer research : an official journal of the American Association for Cancer Research.

[6]  H. Allgayer,et al.  Prognostic factors in gastric cancer , 1997, The British journal of surgery.

[7]  T. Tsunoda,et al.  Genome-wide analysis of gene expression in human hepatocellular carcinomas using cDNA microarray: identification of genes involved in viral carcinogenesis and tumor progression. , 2001, Cancer research.

[8]  K. Mimori,et al.  Analysis of MT1‐MMP and MMP2 expression in human gastric cancers , 1997, International journal of cancer.

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

[10]  K. Mimori,et al.  Overexpression of matrix metalloproteinase‐7 mRNA in human colon carcinomas , 1995, Cancer.

[11]  J. Mesirov,et al.  Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. , 1999, Science.

[12]  M. Mori,et al.  Prothymosin-α mRNA expression correlates with that of c-myc in human colon cancer , 1993 .

[13]  Ash A. Alizadeh,et al.  Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling , 2000, Nature.

[14]  I M Macintyre,et al.  Improving survival in gastric cancer: Review of 5‐year survival rates in English language publications from 1970 , 1992, The British journal of surgery.

[15]  R L Vessella,et al.  Differential expression of osteonectin/SPARC during human prostate cancer progression. , 2000, Clinical cancer research : an official journal of the American Association for Cancer Research.

[16]  K. Sugimachi,et al.  Clinicopathologic studies of gastric carcinoma. , 1990, Seminars in surgical oncology.

[17]  C. Stadtländer,et al.  Molecular epidemiology, pathogenesis and prevention of gastric cancer. , 1999, Carcinogenesis.

[18]  Y. Fukushima,et al.  Thrombospondin 2 expression is correlated with inhibition of angiogenesis and metastasis of colon cancer , 1999, British Journal of Cancer.

[19]  K. K. Kim,et al.  Comparative study of angiostatic and anti-invasive gene expressions as prognostic factors in gastric cancer. , 2001, International journal of oncology.

[20]  K. Sugimachi,et al.  Matrix metalloproteinase-7 expression in gastric carcinoma. , 1996, Gut.

[21]  Y. Oshika,et al.  Thrombospondin 2 gene expression is correlated with decreased vascularity in non-small cell lung cancer. , 1998, Clinical cancer research : an official journal of the American Association for Cancer Research.