Predicting 5-fluorouracil chemosensitivity of liver metastases from colorectal cancer using primary tumor specimens: three-gene expression model predicts clinical response.
We identified genes related to 5-fluorouracil (5-FU) sensitivity in colorectal cancer and utilized these genes for predicting the 5-FU sensitivity of liver metastases. Eighty-one candidate genes involved in 5-FU resistance in gastric and colon cancer cell lines were previously identified using a cDNA microarray. In this study, the mRNA expression levels of these 81 selected genes and the genes of 5-FU-related enzymes, including thymidylate synthase (TS), dihydropyrimidine dehydrogenase (DPD) and orotate phosphoribosyltransferase (OPRT), were measured using real-time quantitative RT-PCR assays of surgically resected materials from primary colorectal tumors in 22 patients. Clinical responses were estimated by evaluating the effects of 5-FU-based hepatic artery injection (HAI) chemotherapy for synchronous liver metastases. Four genes (TNFRSF1B, SLC35F5, NAG-1 and OPRT) had significantly different expression profiles in 5-FU-nonresponding and responding tumors (p < 0.05). A "Response Index" system using three genes (TNFRSF1B, SLC35F5 and OPRT) was then developed using a discriminate analysis; the results were well correlated with the individual chemosensitivities. Among the 11 cases with positive scores in our response index, 9 achieved a reduction in their liver metastases after 5-FU-based chemotherapy, whereas only 1 of the 11 cases with negative scores responded well to chemotherapy. Our "Response Index" system, consisting of TNFRSF1B, SLC35F5 and OPRT, has great potential for predicting the efficacy of 5-FU-based chemotherapy against liver metastases from colorectal cancer.
Matsuyama
Ryusei
R
Department of Gastroenterological Surgery, Yokohama City University, Graduate School of Medicine, Fukuura, Kanazawa-ku, Yokohama, Kanagawa, Japan.
Togo
Shinji
S
Shimizu
Daisuke
D
Momiyama
Nobuyoshi
N
Ishikawa
Takashi
T
Ichikawa
Yasushi
Y
Endo
Itaru
I
Kunisaki
Chikara
C
Suzuki
Harukazu
H
Hayasizaki
Yoshihide
Y
Shimada
Hiroshi
H
D000368:Aged; D000964:Antimetabolites, Antineoplastic / Q000494:pharmacology*; D014408:Biomarkers, Tumor / Q000032:analysis* / Q000235:genetics; D015179:Colorectal Neoplasms / Q000378:metabolism / Q000473:pathology*; D016207:Cytokines / Q000032:analysis; D018076:DNA, Complementary; D042943:Dihydrouracil Dehydrogenase (NADP) / Q000032:analysis; D016002:Discriminant Analysis; D019008:Drug Resistance, Neoplasm / Q000235:genetics*; D005260:Female; D005472:Fluorouracil / Q000494:pharmacology*; D015971:Gene Expression Regulation, Enzymologic; D015972:Gene Expression Regulation, Neoplastic; D055436:Growth Differentiation Factor 15; D006801:Humans; D008113:Liver Neoplasms / Q000188:drug therapy* / Q000235:genetics / Q000378:metabolism* / Q000556:secondary; D008297:Male; D008875:Middle Aged; D009363:Neoplasm Proteins / Q000032:analysis* / Q000235:genetics; D020411:Oligonucleotide Array Sequence Analysis; D009962:Orotate Phosphoribosyltransferase / Q000032:analysis; D011237:Predictive Value of Tests; D012333:RNA, Messenger / Q000032:analysis; D012334:RNA, Neoplasm / Q000032:analysis; D018124:Receptors, Tumor Necrosis Factor / Q000032:analysis; D047889:Receptors, Tumor Necrosis Factor, Type II; D020133:Reverse Transcriptase Polymerase Chain Reaction; D013940:Thymidylate Synthase / Q000032:analysis
D000964:Antimetabolites, Antineoplastic; D014408:Biomarkers, Tumor; D016207:Cytokines; D018076:DNA, Complementary; C526140:GDF15 protein, human; D055436:Growth Differentiation Factor 15; D009363:Neoplasm Proteins; D012333:RNA, Messenger; D012334:RNA, Neoplasm; D018124:Receptors, Tumor Necrosis Factor; D047889:Receptors, Tumor Necrosis Factor, Type II; C415902:TNFRSF1B protein, human; D042943:Dihydrouracil Dehydrogenase (NADP); D013940:Thymidylate Synthase; D009962:Orotate Phosphoribosyltransferase; D005472:Fluorouracil