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. 2021 Sep 14;49(18):10604–10617. doi: 10.1093/nar/gkab764

Table 2.

Statistics of AUP values obtained in comparing different classes of design methods on mRNA design challenges in this study.

mRNA design challenge Multi-epitope vaccine Nano-luciferase eGFP + degron spike RBD JEV + spike S-2P
Protein length (aa) 47 221 284 210 1303 1273
mRNA CDS length (nt) 144 666 855 633 3912 3822
Standard methodsb, mean AUP (standard deviation in parentheses) 0.34(4) 0.36(2) 0.40(2) 0.39(2) 0.40(2) 0.40(2)
Stabilizing methodsc, mean AUP (standard deviation in parentheses) 0.15(2) 0.17(2) 0.20(1) 0.17(2) 0.18(2) 0.19(2)
Stabilizing methodsc, min. AUPd 0.13 0.15 0.19 0.15 0.17 0.17
Mean standard / min stabilized 2.6 2.4 2.1 2.6 2.4 2.4

amRNA length = 3 ⋅ protein length + 3 (stop codon).

bUniform codons, GC codons, GENEWIZ, IDT, Twist.

cEterna p(unp) challenge, RiboTree, CDSfold, LinearDesign.

dIn all cases, minimal AUP was achieved in Eterna p(unp) challenge.