AI Drug Discovery for Pharma and Biotech

Drug discovery

3

drugs

With orphan designations

Overview

X-linked creatine transporter deficiency (CTD), caused by SLC6A8 mutations, is a cerebral creatine deficiency syndrome characterized by intellectual disability, expressive speech delay, autism spectrum behaviors, seizures, and hypotonia. Diagnosis relies on elevated urinary creatine/creatinine ratios, reduced brain creatine on magnetic resonance spectroscopy, and genetic confirmation [1][5][10].

Population

Primarily affects males (1–2% of unexplained X-linked intellectual disability), with >150 cases reported. Females may exhibit milder symptoms due to X-inactivation [1][6][10].

Burden

Lifelong intellectual disability, epilepsy (45%), and neurodevelopmental delays necessitate extensive care. Caregiver burnout risk is high, with reduced life expectancy in severe cases due to refractory seizures and complications [1][4][9].

Therapies

High-dose creatine monohydrate (400–1200 mg/kg/day), often combined with L-arginine/glycine, improves muscle mass and seizures in some patients but rarely normalizes cerebral creatine. Supportive therapies target seizures, motor dysfunction, and behavioral comorbidities [3][8][19].

Categories: rare developmental anomalies during embryogenesis, rare genetic diseases, rare inborn errors of metabolism, rare neurological diseases

Research Papers

90 drug discovery papers about X-linked creatine transporter deficiency, with 1 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

90 drug discovery papers about X-linked creatine transporter deficiency, with 1 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-05-19 | Identification of blood biomarkers associated with brain dysfunction in creatine transporter deficiency

Creatine transporter deficiency (CTD) is a rare X-linked disorder resulting from pathogenic variants in the SLC6A8 gene. These variants cause cognitive disability through by disrupting energy metabolism as well as other mechanism within the central nervous system. In order to identify potential plasmatic biomarkers in relation with the CNS phenotype of male CTD patients, a shotgun proteomic analysis of plasma samples from male CTD patients with confirmed SLC6A8 pathogenic variants was performed with a high-resolution tandem mass spectrometer. Proteins from the samples were proteolyzed in technical duplicate. The resulting peptides were characterized by tandem mass spectrometry with an Exploris 480 instrument (Thermo). Files .raw.quant were obtained with DIA-NN. The dataset comprises the list of 24 raw files (12 samples analyzed in technical duplicates), the 24 raw quant files, and the DIA-NN outputs (list of protein groups and their abundances, list of precursors and their intensities). This dataset is associated with the scientific manuscript entitled "Proteomic analysis reveals blood biomarkers associated with brain dysfunction in creatine transporter deficiency" authored by Clémence Disdier, Rania Harati, Aurore Curie, Anne-Cécile Guyot, Jean Armengaud, Nathalie Dufay, David Cheillan, Farha Gheurbi, Marion Buchy, Rifat Hamoudi, and Aloise Mabondzo, submitted to publication.

Open article ↗



2026-04-01 | Creatine Transporter Deficiency

Abstract XLID caused by cerebral creatine deficiency with decreased muscle mass, hypotonia, expressive language impairment, seizures, and aberrant behavior. Mutations in the solute transporter SLC6A8 are the cause and may represent one of the most common causes of XLID (1–3%).

Open article ↗



2026-02-20 | Genetic Determinants of Creatine Bioavailability and Responsiveness: Emphasis on Common Low-Impact Variants

Background: Creatine is a central regulator of cellular energy homeostasis and one of the most extensively studied dietary supplements in human nutrition. Although creatine supplementation consistently increases tissue creatine availability and supports performance and health across diverse populations, substantial interindividual variability in responsiveness persists. Approximately one-quarter of individuals demonstrate minimal increases in tissue creatine or functional benefit following supplementation. While non-genetic factors such as baseline creatine status, diet, age, sex, and training load contribute to this heterogeneity, the role of common genetic variation remains insufficiently explored. Importantly, creatine bioavailability and functional responsiveness are related but distinct outcomes, and both may be modified by genetic background. Objective: This paper aims to reframe creatine responsiveness as a quantitative, polygenic trait shaped by common low-impact genetic variants rather than a binary responder-non-responder phenomenon driven by rare pathogenic mutations. The review synthesizes evidence on genetic variation affecting creatine transport, endogenous synthesis, and downstream energy metabolism, with an emphasis on population-relevant mechanisms. Methods: A narrative, mechanism-oriented review was conducted integrating data from human genetics databases, biochemical pathways, and physiological studies. The analysis focused on (i) common low-impact variants in genes directly regulating creatine transport (SLC6A8) and biosynthesis (GATM, GAMT), and (ii) modifier genes involved in mitochondrial function, phosphagen buffering, and muscle or neural energetic phenotype. Variant classification frameworks from expert curation initiatives were used to distinguish pathogenic from low-impact population variants. Results: Low-impact variants in the creatine transporter gene SLC6A8 are highly prevalent and likely contribute to a continuum of creatine transport efficiency, with sex-dependent effects due to X-linked inheritance. Similarly, common polymorphisms in creatine biosynthetic enzymes (GATM and GAMT) may subtly alter synthetic efficiency or methyl-group demand, increasing dietary creatine dependence while not causing overt deficiency. Beyond creatine-specific pathways, genetic variation in mitochondrial regulators, electron transport chain components, creatine kinase isoforms, and muscle fiber-type determinants can act as effect modifiers, amplifying or dampening the functional benefits of creatine despite comparable tissue uptake. Collectively, small additive effects across transport, synthesis, and utilization pathways may prevent supplementation from exceeding the threshold required for measurable benefit in certain individuals. Conclusions: Creatine non-responsiveness in the general population is more plausibly explained by the cumulative influence of common low-impact genetic variants than by rare monogenic defects. Viewing creatine responsiveness as a graded, polygenic trait provides a coherent framework to interpret heterogeneous findings in supplementation trials. Incorporating genetic context into study design, through stratified analyses or pathway-based approaches, may improve sensitivity to detect true effects and support the development of precision-guided creatine supplementation strategies in both clinical and public health settings.

Open article ↗



2026-01-28 | New Insights into Drug Development via the Nose-to-Brain Pathway: Exemplification Through Dodecyl Creatine Ester for Neuronal Disorders.

Brain disorders remain a major global health challenge, highlighting the urgent need for innovative therapeutic strategies and efficient drug-delivery approaches. Among alternative routes, intranasal administration has garnered significant interest over recent decades, not only for its systemic delivery but also for its unique ability to bypass the bloodstream and the blood-brain barrier via the Nose-to-Brain (NtB) pathway. While numerous reviews have explored the opportunities and challenges of this route, industrial considerations-critical for successful clinical implementation and commercial development-remain insufficiently addressed. This review provides a comprehensive and critical assessment of the NtB pathway from a drug development and chemistry, manufacturing, and controls perspective, addressing key constraints in pre-clinical-clinical extrapolation, formulation design, device selection, dose feasibility, chronic safety, and regulatory requirements. We also discuss recent advances in neuronal targeting mechanisms, also with a focus on the role of trigeminal nerves. Dodecyl creatine ester (DCE), a highly unstable in plasma creatine prodrug developed by Ceres Brain Therapeutics, is presented as an illustrative case study. Delivered as a nasal spray, DCE enables direct neuronal delivery, exemplifying the potential of the NtB pathway for disorders characterized by neuronal energy deficiency, including creatine transporter deficiency and mitochondrial dysfunction. Overall, the NtB pathway-or, more precisely, the "Nose-to-Neurons" pathway-offers distinct advantages for unstable molecules and metabolic supplementation, particularly in neuron-centric diseases. Its successful implementation will depend on rational molecule design, optimized nasal formulations, appropriate devices, and early integration of industrial constraints to ensure feasibility, scalability, and safety for long-term treatment.

Open article ↗



2025-09-02 | Structural insights into the substrate uptake and inhibition of the human creatine transporter (hCRT).

Creatine plays a vital role in cellular energy production and adenosine triphosphate (ATP) homeostasis and has also been identified as a neurotransmitter in the mammalian brain. Creatine is transported into cells by the human creatine transporter (hCRT) (SLC6A8), an Na+/Cl--dependent symporter encoded on the X chromosome. Mutations in hCRT cause cerebral creatine deficiency syndrome 1, a neurological disorder marked by intellectual disability, speech delay, and seizures. Beyond its role in the brain and muscle, hCRT is highly expressed in metabolically active tumors. Many cancer cells, including colorectal cancer and glioblastoma, upregulate hCRT to sustain intracellular creatine levels and buffer ATP under energy stress. Pharmacological blockade of hCRT by RGX202 has been shown to impair tumor growth by disrupting energy homeostasis. Here, we report the high-resolution cryo-Electron Microscopy (cryo-EM) structures of human hCRT in three states: apo, creatine-bound, and RGX202-bound. hCRT adopts a canonical LeuT-fold with 12 transmembrane helices and two pseudosymmetric inverted repeats. Creatine is coordinated in the central substrate-binding site through interactions with transmembrane helices TM1, TM3, TM6, and TM8, while the inhibitor RGX202 occupies the same binding pocket, engaging in overlapping contacts that competitively block creatine access. Our structural and mechanistic findings clarify substrate recognition and inhibitory binding of hCRT, providing a molecular rationale for targeting hCRT in both inherited metabolic diseases and cancer therapy.

Open article ↗



2026-05-19 | Identification of blood biomarkers associated with brain dysfunction in creatine transporter deficiency

Creatine transporter deficiency (CTD) is a rare X-linked disorder resulting from pathogenic variants in the SLC6A8 gene. These variants cause cognitive disability through by disrupting energy metabolism as well as other mechanism within the central nervous system. In order to identify potential plasmatic biomarkers in relation with the CNS phenotype of male CTD patients, a shotgun proteomic analysis of plasma samples from male CTD patients with confirmed SLC6A8 pathogenic variants was performed with a high-resolution tandem mass spectrometer. Proteins from the samples were proteolyzed in technical duplicate. The resulting peptides were characterized by tandem mass spectrometry with an Exploris 480 instrument (Thermo). Files .raw.quant were obtained with DIA-NN. The dataset comprises the list of 24 raw files (12 samples analyzed in technical duplicates), the 24 raw quant files, and the DIA-NN outputs (list of protein groups and their abundances, list of precursors and their intensities). This dataset is associated with the scientific manuscript entitled "Proteomic analysis reveals blood biomarkers associated with brain dysfunction in creatine transporter deficiency" authored by Clémence Disdier, Rania Harati, Aurore Curie, Anne-Cécile Guyot, Jean Armengaud, Nathalie Dufay, David Cheillan, Farha Gheurbi, Marion Buchy, Rifat Hamoudi, and Aloise Mabondzo, submitted to publication.

Open article ↗



2026-04-01 | Creatine Transporter Deficiency

Abstract XLID caused by cerebral creatine deficiency with decreased muscle mass, hypotonia, expressive language impairment, seizures, and aberrant behavior. Mutations in the solute transporter SLC6A8 are the cause and may represent one of the most common causes of XLID (1–3%).

Open article ↗



2026-02-20 | Genetic Determinants of Creatine Bioavailability and Responsiveness: Emphasis on Common Low-Impact Variants

Background: Creatine is a central regulator of cellular energy homeostasis and one of the most extensively studied dietary supplements in human nutrition. Although creatine supplementation consistently increases tissue creatine availability and supports performance and health across diverse populations, substantial interindividual variability in responsiveness persists. Approximately one-quarter of individuals demonstrate minimal increases in tissue creatine or functional benefit following supplementation. While non-genetic factors such as baseline creatine status, diet, age, sex, and training load contribute to this heterogeneity, the role of common genetic variation remains insufficiently explored. Importantly, creatine bioavailability and functional responsiveness are related but distinct outcomes, and both may be modified by genetic background. Objective: This paper aims to reframe creatine responsiveness as a quantitative, polygenic trait shaped by common low-impact genetic variants rather than a binary responder-non-responder phenomenon driven by rare pathogenic mutations. The review synthesizes evidence on genetic variation affecting creatine transport, endogenous synthesis, and downstream energy metabolism, with an emphasis on population-relevant mechanisms. Methods: A narrative, mechanism-oriented review was conducted integrating data from human genetics databases, biochemical pathways, and physiological studies. The analysis focused on (i) common low-impact variants in genes directly regulating creatine transport (SLC6A8) and biosynthesis (GATM, GAMT), and (ii) modifier genes involved in mitochondrial function, phosphagen buffering, and muscle or neural energetic phenotype. Variant classification frameworks from expert curation initiatives were used to distinguish pathogenic from low-impact population variants. Results: Low-impact variants in the creatine transporter gene SLC6A8 are highly prevalent and likely contribute to a continuum of creatine transport efficiency, with sex-dependent effects due to X-linked inheritance. Similarly, common polymorphisms in creatine biosynthetic enzymes (GATM and GAMT) may subtly alter synthetic efficiency or methyl-group demand, increasing dietary creatine dependence while not causing overt deficiency. Beyond creatine-specific pathways, genetic variation in mitochondrial regulators, electron transport chain components, creatine kinase isoforms, and muscle fiber-type determinants can act as effect modifiers, amplifying or dampening the functional benefits of creatine despite comparable tissue uptake. Collectively, small additive effects across transport, synthesis, and utilization pathways may prevent supplementation from exceeding the threshold required for measurable benefit in certain individuals. Conclusions: Creatine non-responsiveness in the general population is more plausibly explained by the cumulative influence of common low-impact genetic variants than by rare monogenic defects. Viewing creatine responsiveness as a graded, polygenic trait provides a coherent framework to interpret heterogeneous findings in supplementation trials. Incorporating genetic context into study design, through stratified analyses or pathway-based approaches, may improve sensitivity to detect true effects and support the development of precision-guided creatine supplementation strategies in both clinical and public health settings.

Open article ↗



2026-01-28 | New Insights into Drug Development via the Nose-to-Brain Pathway: Exemplification Through Dodecyl Creatine Ester for Neuronal Disorders.

Brain disorders remain a major global health challenge, highlighting the urgent need for innovative therapeutic strategies and efficient drug-delivery approaches. Among alternative routes, intranasal administration has garnered significant interest over recent decades, not only for its systemic delivery but also for its unique ability to bypass the bloodstream and the blood-brain barrier via the Nose-to-Brain (NtB) pathway. While numerous reviews have explored the opportunities and challenges of this route, industrial considerations-critical for successful clinical implementation and commercial development-remain insufficiently addressed. This review provides a comprehensive and critical assessment of the NtB pathway from a drug development and chemistry, manufacturing, and controls perspective, addressing key constraints in pre-clinical-clinical extrapolation, formulation design, device selection, dose feasibility, chronic safety, and regulatory requirements. We also discuss recent advances in neuronal targeting mechanisms, also with a focus on the role of trigeminal nerves. Dodecyl creatine ester (DCE), a highly unstable in plasma creatine prodrug developed by Ceres Brain Therapeutics, is presented as an illustrative case study. Delivered as a nasal spray, DCE enables direct neuronal delivery, exemplifying the potential of the NtB pathway for disorders characterized by neuronal energy deficiency, including creatine transporter deficiency and mitochondrial dysfunction. Overall, the NtB pathway-or, more precisely, the "Nose-to-Neurons" pathway-offers distinct advantages for unstable molecules and metabolic supplementation, particularly in neuron-centric diseases. Its successful implementation will depend on rational molecule design, optimized nasal formulations, appropriate devices, and early integration of industrial constraints to ensure feasibility, scalability, and safety for long-term treatment.

Open article ↗



2025-09-02 | Structural insights into the substrate uptake and inhibition of the human creatine transporter (hCRT).

Creatine plays a vital role in cellular energy production and adenosine triphosphate (ATP) homeostasis and has also been identified as a neurotransmitter in the mammalian brain. Creatine is transported into cells by the human creatine transporter (hCRT) (SLC6A8), an Na+/Cl--dependent symporter encoded on the X chromosome. Mutations in hCRT cause cerebral creatine deficiency syndrome 1, a neurological disorder marked by intellectual disability, speech delay, and seizures. Beyond its role in the brain and muscle, hCRT is highly expressed in metabolically active tumors. Many cancer cells, including colorectal cancer and glioblastoma, upregulate hCRT to sustain intracellular creatine levels and buffer ATP under energy stress. Pharmacological blockade of hCRT by RGX202 has been shown to impair tumor growth by disrupting energy homeostasis. Here, we report the high-resolution cryo-Electron Microscopy (cryo-EM) structures of human hCRT in three states: apo, creatine-bound, and RGX202-bound. hCRT adopts a canonical LeuT-fold with 12 transmembrane helices and two pseudosymmetric inverted repeats. Creatine is coordinated in the central substrate-binding site through interactions with transmembrane helices TM1, TM3, TM6, and TM8, while the inhibitor RGX202 occupies the same binding pocket, engaging in overlapping contacts that competitively block creatine access. Our structural and mechanistic findings clarify substrate recognition and inhibitory binding of hCRT, providing a molecular rationale for targeting hCRT in both inherited metabolic diseases and cancer therapy.

Open article ↗



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

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

Drug Discovery Landscape

3 orphan drug designations for X-linked creatine transporter deficiency.

3 orphan drug designations for X-linked creatine transporter deficiency.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

adeno-associated vector-based gene therapy expressing codon-optimized human SLC6A8

gene therapies

FDA

2025-11-25

Ronald Reagan UCLA Medical Center

Dodecyl Creatine Ester

small molecules

FDA

2021-03-09

CERES BRAIN Therapeutics

cyclocreatine

small molecules

FDA

2012-06-18

Lumos Pharma

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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.

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.