Peripheral blood mRNA expression patterns to differentiate hepatocellular carcinoma from other hepatic diseases.
Peripheral blood genes expressions profiling (GeXP) have been convinced to be more specific for the diagnosis of cancer and other diseases, and the GeXP system provides an ideal method to analyze multiple genes expression in one normalized and equable system. We aim to differentiate hepatocellular carcinoma from other hepatic diseases based on peripheral blood and the GeXP system. Fifteen selected hepatic diseases related genes with two house-keeping genes for normalization were detected by the GeXP system. The diagnosis model was based on K nearest neighbor classifier and cross validation, and software based on MATLAB software was built for differential diagnosis of hepatic diseases. Eight hepatic related genes were demonstrated to show an obvious statistic difference in expressions while the K nearest neighbors classifier showed that the accuracy for normal controls, hepatitis B, liver cirrhosis, hepatocellular carcinoma and the Other group was separately 80.57 %, 78.17 %, 84.48 %, 73.24 % and 85.85 %. The set of validation has been carried out to assess the accuracy of Model Two and the accuracy was even higher than the set of building for the model, except for the hepatitis B (HBV) group. A sensitive and specific GeXP system of eight genes has been developed for the accurate differential diagnosis of hepatic disease.
Department of Clinical Biochemistry, Chinese PLA General Hospital, Beijing, China.
P J
PJ
Zhang
W W
WW
Run
Liang
L
P
C B
CB
Wang
X X
XX
Deng
B B
BB
Wang
B B
BB
Chen
Jiao
J
J
H Y
HY
Liu
Z N
ZN
Dong
X J
XJ
Zhang
Y P
YP
Tian
D000328:Adult; D001483:Base Sequence; D006528:Carcinoma, Hepatocellular / Q000097:blood / Q000175:diagnosis* / Q000235:genetics; D016022:Case-Control Studies; D017931:DNA Primers; D003937:Diagnosis, Differential; D020869:Gene Expression Profiling; D006801:Humans; D008107:Liver Diseases / Q000097:blood / Q000175:diagnosis* / Q000235:genetics; D008113:Liver Neoplasms / Q000097:blood / Q000175:diagnosis* / Q000235:genetics; D008875:Middle Aged; D012333:RNA, Messenger / Q000097:blood*; D020133:Reverse Transcriptase Polymerase Chain Reaction
D017931:DNA Primers; D012333:RNA, Messenger