Table 2.
Codon | Favored |
C. elegans
|
Favored |
D. melanogaster
|
Favored |
A. thaliana
|
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Short proteins
|
Long proteins
|
Short proteins
|
Long proteins
|
Short proteins
|
Long proteins
|
||||||||||
No EST | High | No EST | High | No EST | High | No EST | High | No EST | High | No EST | High | ||||
Arg | 25,872 | 3,833 | 17,254 | 40,260 | 2,404 | 1,042 | 12,349 | 8,030 | 8,004 | 1,372 | 20,572 | 2,478 | |||
AGA | 1.87 | 1.56 | 2.02 | 1.86 | 0.64 | 0.34 | 0.57 | 0.39 | 2.07 | 1.92 | 2.20 | 2.09 | |||
AGG | 0.47 | 0.15 | 0.51 | 0.31 | 0.72 | 0.47 | 0.75 | 0.53 | ∗ | 1.17+ | 1.36 | 1.22 | 1.24 | ||
CGA | 1.33 | 0.62 | 1.43 | 1.31 | 0.77 | 0.41 | 0.98 | 0.86 | 0.74 | 0.55 | 0.70 | 0.64 | |||
CGC | ∗ | 0.58+++ | 1.34 | 0.45+ | 0.57 | ∗ | 1.92+++ | 2.80 | 1.83+++ | 2.29 | 0.43 | 0.41 | 0.40 | 0.37 | |
CGG | 0.51 | 0.24 | 0.51 | 0.39 | 0.83 | 0.47 | 0.97 | 0.79 | 0.53 | 0.37 | 0.57 | 0.54 | |||
CGU | ∗ | 1.24+++ | 2.09 | 1.08+++ | 1.56 | ∗ | 1.11+++ | 1.50 | 0.90++ | 1.15 | ∗ | 1.05+++ | 1.40 | 0.91++ | 1.11 |
Leu | 46,057 | 4,576 | 32,074 | 61,200 | 3,540 | 1,433 | 20,782 | 13,530 | 12,438 | 2,191 | 38,506 | 4,980 | |||
CUA | 0.58 | 0.19 | 0.63 | 0.43 | 0.46 | 0.23 | 0.56 | 0.51 | 0.62 | 0.52 | 0.63 | 0.59 | |||
CUC | ∗ | 0.96+++ | 1.92 | 0.84++ | 1.10 | ∗ | 1.08 | 1.03 | 0.93 | 0.92 | ∗ | 1.12+++ | 1.50 | 0.92 | 0.96 |
CUG | 0.76 | 0.69 | 0.79 | 0.73 | ∗ | 2.64+++ | 3.22 | 2.59 | 2.58 | 0.57 | 0.56 | 0.68 | 0.74 | ||
CUU | ∗ | 1.45+++ | 1.76 | 1.41+++ | 1.78 | 0.60 | 0.41 | 0.56 | 0.62 | 1.54+ | 1.63 | 1.52 | 1.57 | ||
UUA | 0.82 | 0.19 | 0.89 | 0.55 | 0.27 | 0.15 | 0.29 | 0.30 | 0.83 | 0.56 | 0.89 | 0.75 | |||
UUG | 1.43 | 1.25 | 1.42 | 1.42 | 0.94 | 0.97 | 1.06 | 1.06 | 1.33 | 1.24 | 1.36 | 1.40 | |||
Ser | 40,824 | 4,049 | 28,694 | 58,229 | 3,295 | 1,121 | 21,409 | 11,905 | 12,722 | 2,316 | 35,838 | 4,297 | |||
AGC | 0.62+ | 0.78 | 0.54 | 0.54 | 1.53 | 1.24 | 1.52 | 1.44 | ∗ | 0.78 | 0.81 | 0.75 | 0.78 | ||
AGU | 0.92 | 0.55 | 1.01 | 0.90 | 0.72 | 0.37 | 0.88 | 0.74 | 0.92 | 0.75 | 1.04 | 0.97 | |||
UCA | 1.61 | 0.99 | 1.65 | 1.54 | 0.47 | 0.36 | 0.56 | 0.59 | 1.17 | 1.08 | 1.30 | 1.24 | |||
UCC | ∗ | 0.76+++ | 1.39 | 0.73 | 0.73 | ∗ | 1.76+ | 1.92 | 1.37 | 1.43 | ∗ | 0.78+ | 0.89 | 0.67+ | 0.76 |
UCG | 0.79+ | 0.98 | 0.76+ | 0.87 | ∗ | 1.03+++ | 1.64 | 1.23 | 1.21 | 0.68 | 0.59 | 0.55 | 0.59 | ||
UCU | 1.30 | 1.31 | 1.32+ | 1.42 | 0.49 | 0.47 | 0.45+ | 0.59 | 1.67++ | 1.89 | 1.69 | 1.66 | |||
Thr | 30,391 | 3,260 | 20,939 | 41,866 | 2,498 | 918 | 13,725 | 8,234 | 7,401 | 1,452 | 19,911 | 2,690 | |||
ACA | 1.40 | 0.79 | 1.51 | 1.36 | 0.72 | 0.60 | 0.82 | 0.75 | 1.12 | 1.01 | 1.31 | 1.21 | |||
ACC | ∗ | 0.69+++ | 1.50 | 0.59+ | 0.67 | ∗ | 1.74+++ | 2.22 | 1.48+ | 1.58 | ∗ | 0.85+ | 0.99 | 0.72+ | 0.80 |
ACG | 0.57 | 0.42 | 0.57 | 0.53 | 0.79 | 0.67 | 1.08 | 0.97 | 0.73 | 0.57 | 0.54 | 0.57 | |||
ACU | 1.34 | 1.29 | 1.33+ | 1.43 | 0.75 | 0.51 | 0.63 | 0.70 | 1.30+ | 1.43 | 1.43 | 1.42 | |||
Pro | 23,312 | 2,961 | 15,553 | 34,714 | 2,442 | 809 | 13,932 | 7,782 | 6,716 | 1,373 | 18,010 | 2,424 | |||
CCA | ∗ | 2.10+++ | 2.82 | 2.03++ | 2.31 | 0.93 | 0.78 | 1.01 | 0.97 | 1.27 | 1.25 | 1.35 | 1.38 | ||
CCC | 0.38 | 0.19 | 0.39 | 0.29 | ∗ | 1.52+++ | 1.88 | 1.26 | 1.31 | ∗ | 0.41+ | 0.52 | 0.43 | 0.46 | |
CCG | 0.72 | 0.61 | 0.73 | 0.65 | 1.02 | 0.92 | 1.28 | 1.16 | 0.82 | 0.76 | 0.63 | 0.67 | |||
CCU | 0.79 | 0.38 | 0.86 | 0.76 | 0.53 | 0.42 | 0.45+ | 0.56 | 1.50 | 1.48 | 1.58 | 1.48 | |||
Ala | 29,935 | 5,149 | 19,697 | 49,193 | 3,432 | 1,494 | 18,160 | 11,932 | 8,775 | 2,171 | 23,348 | 3,535 | |||
GCA | 1.35 | 0.66 | 1.48 | 1.21 | 0.57 | 0.43 | 0.74 | 0.72 | 1.00 | 0.82 | 1.19 | 1.11 | |||
GCC | ∗ | 0.74+++ | 1.40 | 0.66+ | 0.74 | ∗ | 2.01+++ | 2.32 | 1.74 | 1.77 | ∗ | 0.68+ | 0.78 | 0.58 | 0.60 |
GCG | 0.48 | 0.31 | 0.51 | 0.42 | 0.59 | 0.49 | 0.81 | 0.66 | 0.64 | 0.58 | 0.50 | 0.52 | |||
GCU | ∗ | 1.42++ | 1.63 | 1.35++ | 1.62 | 0.83 | 0.77 | 0.71+ | 0.86 | 1.68+ | 1.82 | 1.73 | 1.77 | ||
Gly | 25,766 | 4,491 | 16,959 | 39,020 | 3,281 | 1,284 | 15,131 | 10,315 | 9,656 | 2,068 | 23,343 | 3,579 | |||
GGA | ∗ | 2.26+++ | 2.77 | 2.28+++ | 2.59 | 1.23 | 0.94 | 1.13 | 1.12 | 1.53 | 1.48 | 1.43 | 1.49 | ||
GGC | 0.50 | 0.40 | 0.48 | 0.36 | ∗ | 1.66++ | 1.94 | 1.70 | 1.69 | ∗ | 0.60 | 0.59 | 0.52 | 0.53 | |
GGG | 0.36 | 0.15 | 0.37 | 0.22 | 0.25 | 0.16 | 0.32 | 0.23 | 0.54 | 0.47 | 0.69 | 0.61 | |||
GGU | 0.87 | 0.69 | 0.87 | 0.83 | 0.86+ | 0.96 | 0.84+ | 0.96 | ∗ | 1.34+ | 1.46 | 1.36 | 1.37 | ||
Val | 31,831 | 3,934 | 21,386 | 45,812 | 2,662 | 1,123 | 13,116 | 8,981 | 9,361 | 1,784 | 25,453 | 3,497 | |||
GUA | 0.67 | 0.25 | 0.77 | 0.59 | 0.30 | 0.28 | 0.43 | 0.44 | 0.56 | 0.47 | 0.67 | 0.60 | |||
GUC | ∗ | 0.83+++ | 1.56 | 0.74+ | 0.88 | ∗ | 1.13+ | 1.29 | 0.93 | 0.94 | ∗ | 0.81 | 0.87 | 0.69 | 0.69 |
GUG | 0.90 | 0.71 | 0.88 | 0.79 | ∗ | 1.79 | 1.84 | 1.92 | 1.81 | 1.07 | 1.11 | 1.02 | 1.06 | ||
GUU | 1.60 | 1.47 | 1.61+ | 1.74 | 0.78 | 0.58 | 0.72+ | 0.80 | 1.56 | 1.56 | 1.63 | 1.64 | |||
Lys | 34,361 | 4,512 | 22,049 | 47,882 | 2,529 | 1,441 | 11,653 | 9,450 | 9,257 | 1,930 | 24,600 | 3,135 | |||
AAA | 1.27 | 0.59 | 1.31 | 1.11 | 0.59 | 0.35 | 0.60 | 0.54 | 0.96 | 0.80 | 1.00 | 0.94 | |||
AAG | ∗ | 0.73+++ | 1.41 | 0.69++ | 0.89 | ∗ | 1.41++ | 1.65 | 1.40 | 1.46 | ∗ | 1.04+ | 1.20 | 1.00 | 1.06 |
Asn | 25,983 | 2,605 | 18,131 | 34,502 | 1,936 | 718 | 11,562 | 7,439 | 6,174 | 998 | 17,808 | 2,166 | |||
AAC | ∗ | 0.75+++ | 1.22 | 0.70 | 0.76 | ∗ | 1.23++ | 1.47 | 1.09+ | 1.17 | ∗ | 1.03+ | 1.15 | 0.90+ | 0.99 |
AAU | 1.25 | 0.78 | 1.30 | 1.24 | 0.77 | 0.53 | 0.91 | 0.83 | 0.97 | 0.85 | 1.10 | 1.01 | |||
Gln | 19,766 | 2,424 | 13,462 | 32,392 | 2,071 | 665 | 14,445 | 8,767 | 4,845 | 875 | 14,059 | 1,783 | |||
CAA | 1.37 | 1.19 | 1.39 | 1.37 | 0.55 | 0.41 | 0.60 | 0.58 | 1.18 | 1.07 | 1.12 | 1.07 | |||
CAG | ∗ | 0.63+ | 0.81 | 0.61 | 0.63 | ∗ | 1.45+ | 1.59 | 1.40 | 1.42 | ∗ | 0.82+ | 0.93 | 0.88 | 0.93 |
His | 11,626 | 1,270 | 7,872 | 17,198 | 1,136 | 342 | 7,300 | 3,789 | 3,222 | 606 | 8,933 | 1,100 | |||
CAC | ∗ | 0.75+++ | 1.23 | 0.72 | 0.73 | ∗ | 1.25++ | 1.46 | 1.21 | 1.22 | ∗ | 0.81+ | 0.90 | 0.69+ | 0.82 |
CAU | 1.25 | 0.77 | 1.28 | 1.27 | 0.75 | 0.54 | 0.79 | 0.78 | 1.19 | 1.10 | 1.31 | 1.18 | |||
Glu | 30,622 | 3,979 | 21,650 | 55,173 | 2,508 | 1,231 | 13,586 | 11,132 | 9,708 | 1,623 | 26,319 | 3,529 | |||
GAA | 1.30 | 0.92 | 1.36 | 1.30 | 0.58 | 0.35 | 0.62 | 0.61 | 1.02 | 1.00 | 1.08 | 1.00 | |||
GAG | ∗ | 0.70+++ | 1.08 | 0.64 | 0.70 | ∗ | 1.42++ | 1.65 | 1.38 | 1.39 | ∗ | 0.98 | 1.00 | 0.92+ | 1.00 |
Asp | 25,098 | 3,551 | 17,514 | 43,357 | 2,166 | 1,052 | 11,557 | 8,516 | 7,676 | 1,366 | 20,700 | 2,743 | |||
GAC | ∗ | 0.66++ | 0.92 | 0.60 | 0.58 | ∗ | 0.98+ | 1.08 | 0.95 | 0.96 | ∗ | 0.64+ | 0.72 | 0.60 | 0.63 |
GAU | 1.34 | 1.08 | 1.40 | 1.42 | 1.02 | 0.92 | 1.05 | 1.04 | 1.36 | 1.28 | 1.40 | 1.37 | |||
Tyr | 18,124 | 1,765 | 11,538 | 20,250 | 1,407 | 500 | 6,456 | 3,871 | 4,061 | 774 | 11,149 | 1,403 | |||
UAC | ∗ | 0.84+++ | 1.35 | 0.80+ | 0.89 | ∗ | 1.35++ | 1.57 | 1.24 | 1.29 | ∗ | 0.97++ | 1.19 | 0.86 | 0.93 |
UAU | 1.16 | 0.65 | 1.20 | 1.11 | 0.65 | 0.43 | 0.76 | 0.71 | 1.03 | 0.81 | 1.14 | 1.07 | |||
Cys | 12,135 | 1,016 | 7,540 | 12,899 | 1,174 | 244 | 4,433 | 2,242 | 2,768 | 439 | 7,481 | 755 | |||
UGC | ∗ | 0.87+++ | 1.28 | 0.82 | 0.84 | ∗ | 1.44++ | 1.68 | 1.44 | 1.42 | ∗ | 0.80+ | 0.89 | 0.77+ | 0.86 |
UGU | 1.13 | 0.72 | 1.18 | 1.16 | 0.56 | 0.32 | 0.56 | 0.58 | 1.20 | 1.11 | 1.23 | 1.14 | |||
Phe | 29,190 | 2,470 | 17,908 | 28,498 | 1,536 | 599 | 7,614 | 4,898 | 6,274 | 1,039 | 16,537 | 2,103 | |||
UUC | ∗ | 0.90+++ | 1.50 | 0.88++ | 1.17 | ∗ | 1.34++ | 1.59 | 1.27 | 1.31 | ∗ | 0.98++ | 1.18 | 0.87 | 0.93 |
UUU | 1.10 | 0.50 | 1.12 | 0.83 | 0.66 | 0.41 | 0.73 | 0.69 | 1.02 | 0.82 | 1.13 | 1.07 | |||
Ile | 34,721 | 3,057 | 23,018 | 40,126 | 2,136 | 937 | 10,904 | 7,260 | 7,243 | 1,288 | 20,984 | 2,753 | |||
AUA | 0.54 | 0.10 | 0.57 | 0.32 | 0.51 | 0.22 | 0.60 | 0.49 | 0.72 | 0.50 | 0.79 | 0.62 | |||
AUC | ∗ | 0.84+++ | 1.75 | 0.80++ | 1.01 | ∗ | 1.59+++ | 1.95 | 1.41 | 1.48 | ∗ | 1.09++ | 1.33 | 0.94+ | 1.08 |
AUU | 1.62 | 1.16 | 1.63 | 1.66 | 0.90 | 0.83 | 0.99 | 1.03 | 1.20 | 1.17 | 1.28 | 1.29 | |||
Codon | Favored | C. elegans | Favored | D. melanogaster | Favored | A. thaliana | |||||||||
Short proteins | Long proteins | Short proteins | Long proteins | Short proteins | Long proteins | ||||||||||
No EST | High | No EST | High | No EST | High | No EST | High | No EST | High | No EST | High | ||||
Ter | 2,543 | 298 | 429 | 663 | 255 | 80 | 232 | 140 | 680 | 122 | 458 | 59 | |||
UAA | 1.43+++ | 2.00 | 1.37+++ | 1.75 | 1.53+++ | 1.95 | 1.14+++ | 1.59 | 1.29+ | 1.40 | 1.19 | 0.86 | |||
UAG | 0.51 | 0.53 | 0.58 | 0.52 | 0.73 | 0.79 | 1.00 | 0.69 | 0.64 | 0.39 | 0.50+ | 0.66 | |||
UGA | 1.06 | 0.46 | 1.05 | 0.73 | 0.74 | 0.26 | 0.87 | 0.73 | 1.08+ | 1.20 | 1.31+ | 1.47 |
No EST and high denote genes with very low (no detected EST) or high expression level. Short and Long proteins denote genes with, respectively, <333 and >570 codons. Favored codons (defined by multivariate analysis) are indicated ∗ (data from Refs. 13, 14, and 21). Optimal codons, defined by a higher RSCU value in highly expressed genes, are indicated +++ (ΔRSCU ≥ 0.30), ++ (ΔRSCU ≥ 0.20), and + (ΔRSCU ≥ 0.08). Numbers in boldface represent the number of codons analyzed.