Table 4 A priori estimates of preclinical (pc), clinical (c) and overall (o) drug development success contrasting orthodox (non-genomic) with genomic approaches.
From: Improving the odds of drug development success through human genomics: modelling study
\(\bar{C}\) | γpc | αpc | βpc | FDRpc | Spc | TDRpc = γc | αc | βc | FDRc | TDRc | Sc | So |
---|---|---|---|---|---|---|---|---|---|---|---|---|
a | ||||||||||||
10 | 0.0001 | 0.05 | 0.2 | 0.9984024 | 0.05008 | 0.0015976 | 0.05 | 0.2 | 0.97503657 | 0.02496343 | 0.051198203 | 0.00256 |
100 | 0.001 | 0.05 | 0.2 | 0.98423645 | 0.05075 | 0.01576355 | 0.05 | 0.2 | 0.79601594 | 0.20398406 | 0.06182266 | 0.00314 |
1000 | 0.01 | 0.05 | 0.2 | 0.86086957 | 0.0575 | 0.13913043 | 0.05 | 0.2 | 0.27887324 | 0.72112676 | 0.154347826 | 0.00888 |
10 | 0.0001 | 0.00000005 | 0.2 | 0.00062455 | 0.00008 | 0.99937545 | 0.05 | 0.2 | 0.000039057 | 0.99996094 | 0.79953159 | 0.000064 |
100 | 0.001 | 0.00000005 | 0.2 | 0.000062434 | 0.0008 | 0.99993757 | 0.05 | 0.2 | 3.9023E-06 | 0.9999961 | 0.799953175 | 0.00064 |
1000 | 0.01 | 0.00000005 | 0.2 | 6.1875E-06 | 0.008 | 0.99999381 | 0.05 | 0.2 | 3.8672E-07 | 0.99999961 | 0.799995359 | 0.0064 |
b | ||||||||||||
10 | 0.0005 | 0.05 | 0.2 | 0.99205955 | 0.050375 | 0.00794045 | 0.05 | 0.2 | 0.8864745 | 0.1135255 | 0.055955335 | 0.00282 |
100 | 0.005 | 0.05 | 0.2 | 0.9255814 | 0.05375 | 0.074418605 | 0.05 | 0.2 | 0.43736264 | 0.56263736 | 0.105813953 | 0.00569 |
1000 | 0.05 | 0.05 | 0.2 | 0.54285714 | 0.0875 | 0.45714286 | 0.05 | 0.2 | 0.06909091 | 0.93090909 | 0.392857143 | 0.03438 |
10 | 0.0005 | 0.00000005 | 0.2 | 0.00012492 | 0.00040005 | 0.99987508 | 0.05 | 0.2 | 7.8085E-06 | 0.99999219 | 0.799906309 | 0.00032 |
100 | 0.005 | 0.00000005 | 0.2 | 0.000012437 | 0.00400005 | 0.99998756 | 0.05 | 0.2 | 7.7734E-07 | 0.99999922 | 0.799990672 | 0.0032 |
1000 | 0.05 | 0.00000005 | 0.2 | 0.000001875 | 0.04000008 | 0.99999881 | 0.05 | 0.2 | 7.4219E-08 | 0.99999993 | 0.799999109 | 0.032 |