Open-access database

tAIatlas

A Universal tRNA Adaptation Index Database — quantifying translational efficiency across 8,722 species and 61 sense codons.

6,996 Bacteria
1,292 Eukaryotes
434 Archaea
3 Domains of Life
Raw tRNA weights
Classic dos Reis weights
Modern gtAI dynamic weights
Computation Pipelines
532,042
Wi Values
QC
Dynamic IQR / TadA Capped

What is the tRNA Adaptation Index?

A metric for quantifying how well a gene's codon usage matches the tRNA pool of its host organism.

The tRNA Adaptation Index (tAI) measures how efficiently a coding sequence can be translated given the tRNA availability in a cell. Higher tAI values indicate codons decoded by more abundant tRNAs — predicting faster, more accurate translation.

First formulated by dos Reis et al. (2004), tAI requires knowing the copy number (Wi) of every tRNA isoacceptor in a genome. These Wi values incorporate wobble base-pairing rules and isoacceptor redundancy to produce a single per-codon weight.

tAIatlas provides pre-computed Wi values for 8,722 species, enabling large-scale comparative studies of translational selection and codon optimization across the entire tree of life.

tAIg = (∏k=1lg wi(k))1/lg
Geometric mean of codon weights — dos Reis et al. (2004)

Where wi(k) is the relative adaptiveness weight for the k-th codon, and lg is the number of codons in gene g. Each wi is computed from tRNA gene copy numbers weighted by codon–anticodon interaction efficiency (wobble pairing rules).

Why use tAIatlas?

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Comprehensive Coverage

8,722 species across the Tree of Life. Includes strictly curated Bacterial, Archaeal, and Eukaryotic genomes.

Quality-Filtered

tRNA gene predictions pass tRNAscan-SE quality filters. Pseudogenes and low-confidence calls removed.

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Ready to Use

Pre-computed Wi values. Download CSV or browse interactively. No bioinformatics pipeline needed.