Table 3. Estimated expected genetic gains obtained using the PSI and the GSI for simulated data sets 1 and 2, respectively, for four traits (T1, T2, T3, and T4), when the generation interval is ignored and when it is includeda.
Cycles | PSI Estimated Expected Genetic Gains | GSI Estimated Expected Genetic Gains | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Generation Interval Ignored | Generation Interval Included | Generation Interval Ignored | Generation Interval Included | |||||||||||||
T1 | T2 | T3 | T4 | T1 | T2 | T3 | T4 | T1 | T2 | T3 | T4 | T1 | T2 | T3 | T4 | |
1 | 7.9 | −4.7 | 3.3 | 1.9 | 2.0 | −1.2 | 0.8 | 0.5 | 6.6 | −3.5 | 2.7 | 1.6 | 4.4 | −2.3 | 1.8 | 1.1 |
2 | 7.1 | −3.6 | 3.2 | 1.9 | 1.8 | −0.9 | 0.8 | 0.5 | 6.3 | −3.4 | 2.6 | 1.5 | 4.2 | −2.3 | 1.7 | 1.0 |
3 | 6.7 | −3.2 | 2.8 | 1.5 | 1.7 | −0.8 | 0.7 | 0.4 | 6.1 | −3.3 | 2.7 | 1.5 | 4.1 | −2.2 | 1.8 | 1.0 |
4 | 7.5 | −3.5 | 2.1 | 1.3 | 1.9 | −0.9 | 0.5 | 0.3 | 5.6 | −3.1 | 2.3 | 1.3 | 3.7 | −2.1 | 1.5 | 0.9 |
5 | 7.1 | −2.7 | 2.5 | 1.3 | 1.8 | −0.7 | 0.6 | 0.3 | 5.2 | −2.8 | 2.1 | 1.3 | 3.5 | −1.9 | 1.4 | 0.9 |
6 | 6.2 | −2.6 | 2.0 | 1.2 | 1.6 | −0.7 | 0.5 | 0.3 | 4.9 | −2.6 | 1.9 | 1.3 | 3.3 | −1.7 | 1.3 | 0.9 |
7 | 5.4 | −2.5 | 2.5 | 1.2 | 1.4 | −0.6 | 0.6 | 0.3 | 5.2 | −2.7 | 2.1 | 1.2 | 3.5 | −1.8 | 1.4 | 0.8 |
Average | 6.8 | −3.3 | 2.6 | 1.5 | 1.7 | −0.8 | 0.7 | 0.4 | 5.7 | −3.1 | 2.3 | 1.4 | 3.8 | −2.0 | 1.6 | 0.9 |
We conducted eight selection cycles (including cycle 0) with PSI and seven (from cycle 1 to 7) with GSI. The average responses and genetic gains from cycle 1 to 7 are shown in the last line of the table. PSI, phenotypic selection index; GSI, genomic selection index.
For PSI, the time required to complete one selection cycle is 4 years; for GSI, the time required to complete one selection cycle is 1.5 years.