Genotype-phenotype relationships in phenylalanine hydroxylase deficiency: Functional annotation-enhanced analysis of 23,427 individuals

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Authors: Nenad Blau, Nastassja Himmelreich
Cited by: 1
References: 18

Abstract

PURPOSE: Phenylalanine hydroxylase deficiency spans from mild hyperphenylalaninemia (MHP) to mild PKU phenylketonuria (mPKU) and classic PKU (cPKU). Genotype-phenotype inference is complicated by allelic heterogeneity and the incomplete functional annotation of complementary DNA-only variant strings. METHODS: We analyzed 23,427 individuals with 2 PAH alleles and metabolic phenotype (MHP [n = 4208, 18.0%], mPKU [n = 5295, 22.6%], and cPKU [n = 13,924, 59.4%]; 10,108 [43.2%] individuals had blood phenylalanine values). Variants were functionally annotated with Ensembl variant effect predictor and SpliceAI and mapped to 3 functional classes: predicted loss-of-function, splice-uncertain, and missense/other. We quantified genotype-phenotype concordance and evaluated phenotype prediction using ordinal and multinomial models. RESULTS: of 0.673 with a mean absolute error of 357 μmol/L. Benchmarking against the published allelic phenotype value/genotypic phenotype value system yielded an accuracy of 0.849 in 22,656 individuals with allelic phenotype values for both alleles; performance was high for cPKU and MHP but lower for mPKU, consistent with prior reports. CONCLUSION: In this large cohort, PAH genotype is strongly associated with metabolic phenotype. Functional consequence annotation enables mechanistic interpretation (loss-of-function and splice effects) and improves the portability of genotype-based predictions to previously unseen genotypes.

Fields of Study & Subjects

Metabolism and Genetic Disorders Genomics and Rare Diseases Metabolomics and Mass Spectrometry Studies

Publication details

Journal / source
Genetics in Medicine
Publisher
Elsevier BV
Volume
28
Issue
9
Pages
102640–102640
Publication date
9 July 2026
Language
EN