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6.6 Generalizations of Spaced Seeds 113<br />
Table 6.4 Top-ranked spaced seeds for different similarity levels and weights. The sign ‘−’ means<br />
that the corresponding seed is not among the top 10 seeds for the similarity level and weight. This<br />
is reproduced from the paper [48] of Choi, Zeng, and Zhang; reprinted with permission of Oxford<br />
University Press.<br />
W<br />
Good spaced seeds<br />
Rank under<br />
a similarity level (%)<br />
65 70 75 80 85 90<br />
9 11*11*1*1***111<br />
11*1*11***1*111<br />
11*11**1*1**111<br />
10 11*11***11*1*111<br />
111**1*1**11*111<br />
11*11**1*1*1**111<br />
11 111*1**1*1**11*111<br />
111**1*11**1*1*111<br />
11*1*1*11**1**1111<br />
12 111*1*11*1**11*111<br />
111*1**11*1*11*111<br />
111**1*1*1**11*1111<br />
13 111*1*11**11**1*1111<br />
111*1**11*1**111*111<br />
111*11*11**1*1*1111<br />
14 111*111**1*11**1*1111<br />
1111*1**11**11*1*1111<br />
1111*1*1*11**11*1111<br />
15 1111**1*1*1*11**11*1111<br />
111*111**1*11**1*11111<br />
111*111*1*11*1**11111<br />
1111*11**11*1*1*11*1111<br />
16<br />
1111**11*1*1*11**11*1111<br />
1111*1**11*1*1**111*1111<br />
111*111*1**111*11*1111<br />
1 1 1 1 1 1<br />
2 2 2 2 2 3<br />
4 4 4 4 4 4<br />
1 1 1 1 1 1<br />
2 2 4 6 8 9<br />
8 6 2 2 2 5<br />
1 1 2 2 2 3<br />
2 2 1 1 1 1<br />
6 3 3 5 5 6<br />
1 1 1 1 1 1<br />
2 2 2 5 3 2<br />
6 3 3 2 4 4<br />
2 1 1 2 2 2<br />
7 2 2 1 1 1<br />
1 4 5 7 8 8<br />
2 1 1 1 1 1<br />
5 2 2 3 3 6<br />
1 3 7 - - -<br />
- 5 1 1 1 1<br />
- 1 2 5 5 4<br />
1 2 - - - -<br />
7 1 2 6 - -<br />
- 7 1 1 1 3<br />
1 9 - - - -<br />
T = { j 1 , j 2 ,···, j t }<br />
the set of its transition positions. Two sequences S 1 and S 2 exhibit a match of the<br />
transition seed P in positions x and y if, for 1 ≤ k ≤ m, S 1 [x−L Q +i k ]=S 2 [y−L Q +<br />
i k ] and, for 1 ≤ k ≤ t, S 1 [x − L Q + j k ]=S 2 [y − L Q + j k ], or two residues S 1 [x − L Q +<br />
j k ] and S 2 [y − L Q + j k ] are both pyrimidines or purines.<br />
The analytical studies presented in this chapter can be generalized to transition<br />
seeds in a straightforward manner. As a result, good transition seeds can be found<br />
using each of the approaches discussed in Section 6.5.1. Hedera and Mandala that<br />
were mentioned earlier can be used for transition seed design.