Table 3.
Amino acid | Codon pair | Preferred codona | Watson–Crickb | GCc | tRNA poold | Error minimizatione | Stabilityf | Extended stabilityg |
---|---|---|---|---|---|---|---|---|
Asn | AAY | C | + | − − | NR | + | + | + |
Tyr | UAY | C | + | − − | NR | NR | + | + |
Ser | AGY | C | + | − | NR | + | NR | + |
Ile | AUY | C | + | − | NR | NR | + | + |
His | CAY | C | + | − − | NR | + | NR | + |
Asp | GAY | C | + | − − | NR | + | NR | + |
Cys | UGY | C | + | + | NR | NR | NR | + |
Phe | UUY | C | + | − | NR | + | + | + |
Arg | CGY | U | NR | − | − | NR | + | + |
Thr | ACY | U | − | ++ | + | NR | NR | + |
Leu | CUY | C/U | NR | ++ | + | NR | NR | NR |
Gly | GGY | U | − | − | ++ | NR | + | + |
Val | GUY | U | − | + | + | NR | NR | + |
Ser | UCY | U | − | ++ | ++ | NR | NR | + |
Pro | CCY | U | − | + | ++ | NR | + | + |
Ala | GCY | U | − | + | + | NR | + | + |
aCodon preference is determined by bias direction observed in organisms with high ENC’diff as seen in Supplementary Figure S2.
bAgreement with a prefect Watson–Crick base pairing. (+) The preferred codon forms a perfect Watson–Crick pairing with the available tRNA, (−) the preferred codon forms a wobble pairing with the tRNA, (NR) both codons form wobble pairing (due to A to I modification) or there is no preferred codon.
cGC effect on bias direction as seen in Supplementary Figure S5: (−) no effect, (− −) opposite effect, (+) weak effect, (++) strong effect.
dtRNA pool size effect on bias direction: (−) no effect, (+) weak effect, (++) strong effect, (NR) not relevant.
eIndication of error minimization: (+) observed, (NR) not relevant.
fAgreement with Grosjean’s stability model (56): (+) the preferred codon forms moderate interaction with the tRNA compared to its synonym, (NR) not relevant to SWY and WSY codon-pairs.
gAgreement with the Extended Stability model: (+) the preferred codon forms a moderate interaction with the tRNA compared to its synonym, (NR) there is no distinctly preferred codon.