An AI engineer with a genetic mutation of uncertain significance (VUS) uses machine learning and AlphaFold to investigate whether their specific DNA change—a thymine-to-adenine swap causing isoleucine-to-asparagine substitution in a muscle/connective-tissue gene—is likely harmful or benign by analyzing the mutated protein's 3D structure.
BioNeMo Inference Runtime (BioIR) is NVIDIA's GPU-accelerated library for protein structure prediction, converting FASTA/MSA inputs to PDB/mmCIF outputs using AlphaFold-lineage models. It requires Linux with NVIDIA GPU, Python 3.12, CUDA driver 580+, and is available via PyPI with precompiled kernels for supported architectures including H100, A100, and GB200.