AI Drug Discovery for Pharma and Biotech

Drug discovery

19

drugs

With orphan designations

Overview

Phenylketonuria (PKU) is an autosomal recessive disorder caused by deficient phenylalanine hydroxylase (PAH) activity, leading to toxic phenylalanine accumulation. Early diagnosis via newborn screening and lifelong management—primarily a phenylalanine-restricted diet supplemented with medical formulas—prevents severe neurocognitive impairment. Adjunctive therapies include sapropterin (BH4) for responsive patients (30%) and enzyme substitution (pegvaliase). Untreated PKU results in intellectual disability, seizures, and behavioral disorders, while suboptimal dietary adherence persists as a major challenge despite therapeutic advances [1][3][5][6][8].

Population

Prevalence ranges from ~1:10,000–23,930 globally, with higher incidence in European/Turkish populations (1:4,000 in Turkey) and lower rates in African/Asian groups [2][4][7][14].

Burden

  • Neuropsychological deficits (executive dysfunction, mood disorders) even with early treatment [5][7][12].

  • High treatment burden: Costly medical foods, lifelong monitoring, and maternal PKU risks (fetal complications) [5][7][15].

  • Non-adherence in >60% of adolescents/adults due to dietary restrictions [5][12][16].

Therapies

  • First-line: Strict low-phenylalanine diet + synthetic amino acid formulas [5][8][12].

  • Pharmacologic: Sapropterin (enhances residual PAH activity in responsive patients); pegvaliase (enzyme substitution) [3][8][17].

  • Investigational: Gene therapy, LNAA supplementation, and PAL-based enzyme therapies [3][5][15].

Categories: rare genetic diseases, rare inborn errors of metabolism, rare neurological diseases

Research Papers

1,636 drug discovery papers related to Phenylketonuria, with 3 first-in-class and 21 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,636 drug discovery papers related to Phenylketonuria, with 3 first-in-class and 21 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-12 | Nutritional and Metabolic Management of Phenylketonuria: Integrating Dietary Strategies, Medical Nutrition Therapy, and Emerging Treatments.

Phenylketonuria (PKU) is an inherited metabolic disorder characterized by impaired phenylalanine metabolism, leading to neurotoxicity if untreated. Lifelong dietary restriction remains the cornerstone of management; however, adherence challenges and evolving therapeutic options necessitate an integrated approach to treatment. A comprehensive literature review was conducted using PubMed, Scopus, and Web of Science databases, including clinical studies, systematic reviews, and preclinical investigations published between 2007 and 2025. Current dietary strategies, medical nutrition therapies, and emerging pharmacological and gene-based treatments were evaluated. Nutritional management, particularly phenylalanine-restricted diets supported by medical foods such as amino acid mixtures and glycomacropeptide, remains essential for metabolic control. Adjunctive strategies, including large neutral amino acid supplementation and tetrahydrobiopterin therapy, may enhance dietary flexibility in selected patients. Enzyme substitution therapy with pegvaliase provides substantial reductions in blood phenylalanine levels and improves dietary liberalization. Emerging gene-editing approaches, including CRISPR-based technologies, offer potential long-term therapeutic benefits, although they remain in early developmental stages. Effective management of PKU requires a multidisciplinary and personalized approach integrating nutritional, pharmacological, and emerging molecular therapies. While dietary management continues to be fundamental, novel therapeutic strategies may significantly improve long-term outcomes and quality of life in individuals with PKU.

Open article ↗



2026-07-10 | Phenylketonuria in Saudi Arabia: An Overview of Diagnosis, Genetics, and Therapeutic Strategies

Phenylketonuria (PKU) is an autosomal recessive inborn error of phenylalanine (Phe) metabolism caused by pathogenic variants in the phenylalanine hydroxylase (PAH) gene, resulting in toxic phenylalanine accumulation that, if untreated, causes profound intellectual disability and neurodevelopmental impairment. PKU is especially significant in the Kingdom of Saudi Arabia (KSA), where high consanguinity rates substantially elevate disease prevalence relative to Western populations, and the country’s expanding newborn screening programs have highlighted PKU as a persistent public health concern. This review provides a translational synthesis of the Saudi PKU literature, covering epidemiology, molecular pathophysiology, genetics, clinical presentation, diagnosis, treatment, prognosis, and future directions. We summarize global and regional incidence data and show that Saudi Arabia, driven by consanguinity, is among the countries with the highest reported PKU burden worldwide. We review the metabolic basis of phenylalanine neurotoxicity and the allelic heterogeneity of the PAH gene, with attention to variants enriched in Saudi and Arab cohorts, including the founder allele p.R252W. Diagnostic pathways anchored in newborn screening and tandem mass spectrometry are discussed alongside neurodevelopmental outcomes and gaps in Saudi PKU surveillance. We outline established and emerging therapies, including dietary management, sapropterin (BH4), pegvaliase, large neutral amino acids, and investigational gene and mRNA therapies. Throughout, we identify where genuine Saudi-specific evidence exists and where general PKU knowledge is extrapolated to the Saudi context because of limited local data, most notably the absence of a national PKU registry. This review is intended to serve as a translational reference for clinicians, metabolic dietitians, geneticists, and policymakers engaged in PKU care in Saudi Arabia and the wider Arab region.

Open article ↗



2026-07-09 | Phenylalanine Transport through LAT1: Insights from Molecular Dynamics, Steered Molecular Dynamics, and Targeted Molecular Dynamics.

L-type amino acid transporter 1 (LAT1) is a heterodimeric membrane protein that primarily facilitates the transport of phenylalanine, along with other amino acids such as valine, leucine, isoleucine, tryptophan, and tyrosine across the cell membrane. It is predominantly expressed at the blood-brain barrier. While LAT1 has been extensively studied in the context of drug delivery, its specific transport pathway for phenylalanine and the related conformational dynamics remains largely unexplored. Investigation of the transport pathway of phenylalanine via LAT1 is also very important, as excessive amounts of phenylalanine can cause phenylketonuria (PKU). Inhibiting LAT1's transport could reduce phenylalanine's entry into the brain, aiding in the management of its levels and alleviating the adverse effects of PKU. To investigate the phenylalanine transport mechanism and the conformational dynamics of LAT1, microsecond-long molecular dynamics (MD) as well as steered molecular dynamics (SMD) and targeted molecular dynamics (TMD) simulations were performed. The results of this study identify essential structural motifs that enable the isomerization of LAT1 among outward-facing, inward-facing, and occluded states. A significant conclusion drawn from this research is the identification of seven critical transmembrane helices that play central roles along the transport pathway, namely, TM1, TM4, TM6, TM7, TM8, TM9, and TM12. Root-mean-square deviation (RMSD) analyses across the structural models further indicate that TM1 and TM6 are consistently engaged during both extracellular and intracellular phenylalanine transitions, whereas TM9 and TM12 contribute more specifically to the outward and inward opening events, respectively. The observed conformational changes offer fresh insights into the alternating-access mechanism of LAT1 during phenylalanine transport, contrasting with conclusions from structural models based on other substrates transport through LAT1. By elucidating this transport mechanism, the study will contribute to developing LAT1 inhibitors that can selectively regulate brain phenylalanine levels without disrupting the transport of other essential amino acids.

Open article ↗



2026-07-12 | Nutritional and Metabolic Management of Phenylketonuria: Integrating Dietary Strategies, Medical Nutrition Therapy, and Emerging Treatments.

Phenylketonuria (PKU) is an inherited metabolic disorder characterized by impaired phenylalanine metabolism, leading to neurotoxicity if untreated. Lifelong dietary restriction remains the cornerstone of management; however, adherence challenges and evolving therapeutic options necessitate an integrated approach to treatment. A comprehensive literature review was conducted using PubMed, Scopus, and Web of Science databases, including clinical studies, systematic reviews, and preclinical investigations published between 2007 and 2025. Current dietary strategies, medical nutrition therapies, and emerging pharmacological and gene-based treatments were evaluated. Nutritional management, particularly phenylalanine-restricted diets supported by medical foods such as amino acid mixtures and glycomacropeptide, remains essential for metabolic control. Adjunctive strategies, including large neutral amino acid supplementation and tetrahydrobiopterin therapy, may enhance dietary flexibility in selected patients. Enzyme substitution therapy with pegvaliase provides substantial reductions in blood phenylalanine levels and improves dietary liberalization. Emerging gene-editing approaches, including CRISPR-based technologies, offer potential long-term therapeutic benefits, although they remain in early developmental stages. Effective management of PKU requires a multidisciplinary and personalized approach integrating nutritional, pharmacological, and emerging molecular therapies. While dietary management continues to be fundamental, novel therapeutic strategies may significantly improve long-term outcomes and quality of life in individuals with PKU.

Open article ↗



2026-07-10 | Phenylketonuria in Saudi Arabia: An Overview of Diagnosis, Genetics, and Therapeutic Strategies

Phenylketonuria (PKU) is an autosomal recessive inborn error of phenylalanine (Phe) metabolism caused by pathogenic variants in the phenylalanine hydroxylase (PAH) gene, resulting in toxic phenylalanine accumulation that, if untreated, causes profound intellectual disability and neurodevelopmental impairment. PKU is especially significant in the Kingdom of Saudi Arabia (KSA), where high consanguinity rates substantially elevate disease prevalence relative to Western populations, and the country’s expanding newborn screening programs have highlighted PKU as a persistent public health concern. This review provides a translational synthesis of the Saudi PKU literature, covering epidemiology, molecular pathophysiology, genetics, clinical presentation, diagnosis, treatment, prognosis, and future directions. We summarize global and regional incidence data and show that Saudi Arabia, driven by consanguinity, is among the countries with the highest reported PKU burden worldwide. We review the metabolic basis of phenylalanine neurotoxicity and the allelic heterogeneity of the PAH gene, with attention to variants enriched in Saudi and Arab cohorts, including the founder allele p.R252W. Diagnostic pathways anchored in newborn screening and tandem mass spectrometry are discussed alongside neurodevelopmental outcomes and gaps in Saudi PKU surveillance. We outline established and emerging therapies, including dietary management, sapropterin (BH4), pegvaliase, large neutral amino acids, and investigational gene and mRNA therapies. Throughout, we identify where genuine Saudi-specific evidence exists and where general PKU knowledge is extrapolated to the Saudi context because of limited local data, most notably the absence of a national PKU registry. This review is intended to serve as a translational reference for clinicians, metabolic dietitians, geneticists, and policymakers engaged in PKU care in Saudi Arabia and the wider Arab region.

Open article ↗



2026-07-09 | Phenylalanine Transport through LAT1: Insights from Molecular Dynamics, Steered Molecular Dynamics, and Targeted Molecular Dynamics.

L-type amino acid transporter 1 (LAT1) is a heterodimeric membrane protein that primarily facilitates the transport of phenylalanine, along with other amino acids such as valine, leucine, isoleucine, tryptophan, and tyrosine across the cell membrane. It is predominantly expressed at the blood-brain barrier. While LAT1 has been extensively studied in the context of drug delivery, its specific transport pathway for phenylalanine and the related conformational dynamics remains largely unexplored. Investigation of the transport pathway of phenylalanine via LAT1 is also very important, as excessive amounts of phenylalanine can cause phenylketonuria (PKU). Inhibiting LAT1's transport could reduce phenylalanine's entry into the brain, aiding in the management of its levels and alleviating the adverse effects of PKU. To investigate the phenylalanine transport mechanism and the conformational dynamics of LAT1, microsecond-long molecular dynamics (MD) as well as steered molecular dynamics (SMD) and targeted molecular dynamics (TMD) simulations were performed. The results of this study identify essential structural motifs that enable the isomerization of LAT1 among outward-facing, inward-facing, and occluded states. A significant conclusion drawn from this research is the identification of seven critical transmembrane helices that play central roles along the transport pathway, namely, TM1, TM4, TM6, TM7, TM8, TM9, and TM12. Root-mean-square deviation (RMSD) analyses across the structural models further indicate that TM1 and TM6 are consistently engaged during both extracellular and intracellular phenylalanine transitions, whereas TM9 and TM12 contribute more specifically to the outward and inward opening events, respectively. The observed conformational changes offer fresh insights into the alternating-access mechanism of LAT1 during phenylalanine transport, contrasting with conclusions from structural models based on other substrates transport through LAT1. By elucidating this transport mechanism, the study will contribute to developing LAT1 inhibitors that can selectively regulate brain phenylalanine levels without disrupting the transport of other essential amino acids.

Open article ↗



Access all drug discovery articles and probability of success in trials forecasts:

Access all drug discovery articles and probability of success in trials forecasts:

Drug Discovery Landscape

19 orphan drug designations for Phenylketonuria, including 1 approved therapy.

19 orphan drug designations for Phenylketonuria, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant adeno-associated virus serotype 8-based gene therapy that utilizes a dual mechanism of action under the control of human liver-specific promoters, expressing an artificial microRNA to silence endogenous pathogenic variants of phenylalanine hydroxylase (PAH), while simultaneously delivering a functional, RNA interference-resistant PAH gene

gene therapies

FDA

2025-12-13

Gritgen Therapeutics Co., Ltd.

An in vivo target-primed reverse transcription genome editing product consisting of a messenger RNA and a template guide RNA formulated to target the R408W mutation in the phenylalanine hydroxylase gene

gene editing enzymes

FDA

2024-10-09

Tessera Therapeutics, Inc.

(R)-3-(1-Cyclopropyl-3-(2-fluoro-4-(trifluoromethoxy)benzyl)ureido)piperidine-1-carboxamide

small molecules

EMA

2024-06-28

Otsuka Pharmaceutical Netherlands B.V.

(R)-3-(1-cyclopropyl-3-(2-fluoro-4-(trifluoromethoxy)benzyl)ureido)piperidine-1-carboxamide

small molecules

FDA

2024-04-24

Jnana Therapeutics

Small molecule chaperone to stabilize and rescue the activity of dysfunctional phenylalanine variants

small molecules

FDA

2023-12-27

Pluvia AS

Adeno-associated virus (AAV)-based vector with an engineered capsid serotype SNY001 harboring human phenylalanine hydroxylase (hPAH) cDNA

gene therapies

FDA

2023-09-08

Sanofi US Services, Inc.

a phenylalanine consuming engineered bacteria

other

FDA

2023-05-08

Synlogic Operating Company, Inc.

recombinant adeno-associated virus serotype 8 vector encoding human phenylalanine hydroxylase (PAH)

gene therapies

FDA

2023-01-09

NGGT INC.

Recombinant adeno-associated viral vector serotype HSC15, containing homology arms targeting the human phenylalanine hydroxylase genomic locus, and expressing human phenylalanine hydroxylase

gene therapies

FDA

2022-05-27

Homology Medicines, Inc.

Adeno-associated virus serotype HSC15, containing human homology arms, expressing human phenylalanine hydroxylase

gene therapies

EMA

2022-03-17

Propharma Group The Netherlands B.V.

sepiapterin [Sephience]

small molecules

FDA

2021-03-04

2025-07-28

PTC Therapeutics, Inc.

L-serine, L-threonine, L-leucine, glycine, L-alanine, L-arginine, L-cysteine, L-glutamine, L-histidine, L-aspartic acid, L-proline, L-isoleucine, L-lysine, L-tryptophan, L-valine, L-methionine, L-tyrosine, carnitine and taurine

proteins

FDA

2020-03-23

APR Applied Pharma Research

Domofenogene zalfaparvovec

gene therapies

EMA

2019-12-16

Biomarin International Limited

adeno-associated virus vector encoding human phenylalanine hydroxylase

gene therapies

FDA

2019-10-21

BioMarin Pharmaceutical, Inc.

Bevufenogene nofeparvovec

gene therapies

EMA

2018-12-14

Propharma Group The Netherlands B.V.

recombinant lentivirus vector expressing the human phenylalanine hydroxylase (PAH) gene under control of a liver-specific promoter

gene therapies

FDA

2018-10-15

American Gene Technologies International Inc.

a strain of modified live probiotic bacterium Escherichia coli (E.coli) Nissle 1917 that has been modified to treat phenylketonuria by consuming phenylalanine within the gastrointestinal tract

cell therapies

FDA

2017-10-18

Synlogic, Inc.

recombinant adeno-associated viral vector serotype HSC expressing human phenylalanine hydroxylase

gene therapies

FDA

2017-07-19

Homology Medicines, Inc.

human recombinant dual-variable domain immunoglobulin G1 monoclonal antibody that selectively neutralizes tumor necrosis factor-alpha and interkeukin-17A

antibodies

FDA

2016-02-04

AbbVie, Inc.

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At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.