Comparison of statistical power between 2x2 allele frequency and allele positivity tables in case-control studies of complex disease genes

被引:98
作者
Ohashi, J
Yamamoto, S
Tsuchiya, N
Hatta, Y
Komata, T
Matsushita, M
Tokunaga, K
机构
[1] Univ Tokyo, Grad Sch Med, Dept Human Genet, Bunkyo Ku, Tokyo 1130033, Japan
[2] Natl Canc Ctr, Res Inst, Canc Informat & Epidemiol Div, Tokyo 104, Japan
[3] Wakunaga Pharmaceut Co Ltd, Inst Med Res, Hiroshima, Japan
关键词
D O I
10.1046/j.1469-1809.2001.6520197.x
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
In case-control studies of complex disease genes, allele frequencies or allele positivities at candidate loci or markers are compared between case and controls. Although 2 x 2 contingency tables based on allele frequency and allele positivity are generally used to perform simple statistical tests (e,.g. a comparison of two proportions and a chi (2) test), little is known about the difference in power between the two tables. In this study, we investigated the number of subjects required in power of 1 - beta with a significance level of alpha for the allele frequency and allele positivity tables. A large difference in the required number of subjects was found between the two tables. Allele positivity tables were suitable for the detection of susceptibility alleles showing a dominant mode of inheritance (MOI). On the other hand, allele frequency tables were suitable showing for the identification of susceptibility allele showing a recessive MOI or a multiplicative MOI. In the case of an additive MOI, a suitable table was determined by combining the frequency of the susceptibility allele and the penetrance. These results imply that there are cases in which true association is detected based on one contingency table and is not detected based on another. A simulation analysis revealed that the type I error rate was not much inflated under the null hypothesis of no association, even when a statistical test was performed twice using both allele frequency and allele positivity tables. In contrast, under the alternative hypothesis, the loss of power was marked when a test was performed using both tables, without adjustment of multiplicity, in case-control studies of complex disease genes when the study objective is exploratory.
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页码:197 / 206
页数:10
相关论文
共 11 条
[1]   DISCRIMINATION OF HUMAN HLA-DRB1 ALLELES BY PCR-SSCP (SINGLE-STRAND CONFORMATION POLYMORPHISM) METHOD [J].
BANNAI, M ;
TOKUNAGA, K ;
LIN, L ;
KUWATA, S ;
MAZDA, T ;
AMAKI, I ;
FUJISAWA, K ;
JUJI, T .
EUROPEAN JOURNAL OF IMMUNOGENETICS, 1994, 21 (01) :1-9
[2]   Genomewide transmission/disequilibrium testing: A correction [J].
Camp, NJ .
AMERICAN JOURNAL OF HUMAN GENETICS, 1999, 64 (05) :1485-1487
[3]   HLA ANTIGENS IN JAPANESE PATIENTS WITH SYSTEMIC LUPUS-ERYTHEMATOSUS [J].
HASHIMOTO, H ;
NISHIMURA, Y ;
DONG, RP ;
KIMURA, A ;
SASAZUKI, T ;
YAMANAKA, K ;
TOKANO, Y ;
MURASHIMA, A ;
KABASAWA, K ;
HIROSE, S .
SCANDINAVIAN JOURNAL OF RHEUMATOLOGY, 1994, 23 (04) :191-196
[4]   Association of Fcγ receptor IIIB, but not of Fcγ receptor IIA and IIIA, polymorphisms with systemic lupus erythematosus in Japanese [J].
Hatta, Y ;
Tsuchiya, N ;
Ohashi, J ;
Matsushita, M ;
Fujiwara, K ;
Hagiwara, K ;
Juji, T ;
Tokunaga, K .
GENES AND IMMUNITY, 1999, 1 (01) :53-60
[5]   Routine low and high resolution typing of the HLA-DRB gene using the PCR-MPH (microtitre plate hybridization) method [J].
Kawai, S ;
Maekawajiri, S ;
Tokunaga, K ;
Kashiwase, K ;
Miyamoto, M ;
Akaza, T ;
Juji, T ;
Yamane, A .
EUROPEAN JOURNAL OF IMMUNOGENETICS, 1996, 23 (06) :471-486
[6]   Association of tumor necrosis factor receptor 2 (TNFR2) polymorphism with susceptibility to systemic lupus erythematosus [J].
Komata, T ;
Tsuchiya, N ;
Matsushita, M ;
Hagiwara, K ;
Tokunaga, K .
TISSUE ANTIGENS, 1999, 53 (06) :527-533
[7]   Selecting a contingency table in a population-based association study: allele frequency or positivity? [J].
Ohashi, J ;
Tokunaga, K .
JOURNAL OF HUMAN GENETICS, 1999, 44 (04) :246-248
[8]   The future of genetic studies of complex human diseases [J].
Risch, N ;
Merikangas, K .
SCIENCE, 1996, 273 (5281) :1516-1517
[9]   From genotypes to genes: Doubling the sample size [J].
Sasieni, PD .
BIOMETRICS, 1997, 53 (04) :1253-1261
[10]  
SPIELMAN RS, 1993, AM J HUM GENET, V52, P506