AI Drug Discovery for Pharma and Biotech

Drug discovery

2

drugs

With orphan designations

Overview

STXBP1-related encephalopathy is a rare genetic neurodevelopmental disorder caused by pathogenic variants in the STXBP1 gene, which disrupts synaptic neurotransmitter release. It presents with severe intellectual disability, developmental delay, and early-onset epilepsy (85-90% of cases), often featuring infantile spasms, focal seizures, or refractory seizures. Motor impairments (hypotonia, ataxia, spasticity) and autism spectrum features are common. Phenotypic variability exists, with seizure trajectories ranging from remission to lifelong refractory epilepsy [1][2][14].

Population

  • Affects ~1:30,000 individuals, with symptom onset typically in infancy (median 6 weeks). Over 500 cases reported globally, making it among the most common genetic epileptic encephalopathies [6][14].

Burden

  • Profound lifelong disability (64% severe/profound ID), frequent hospitalizations for seizure emergencies, and high caregiver dependency. Up to 80% require continuous seizure management, with comorbidities including movement disorders and aspiration risks [5][6][10].

Therapies

  • Antiseizure medications (e.g., levetiracetam, phenobarbital) and ketogenic diet for seizure control; 25% have refractory epilepsy [2][5].

  • Multidisciplinary care (physical, occupational, speech therapy) for neurodevelopmental support [12][17].

  • Emerging therapies: Gene replacement (CAP-002 in preclinical trials) and STXBP1 protein-enhancing agents (e.g., 4-phenylbutyrate under investigation) [3][7].

Categories: rare genetic diseases, rare neurological diseases

Research Papers

35 drug discovery papers about STXBP1-related encephalopathy, with 2 first-in-class and 4 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

35 drug discovery papers about STXBP1-related encephalopathy, with 2 first-in-class and 4 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

categories:

Small molecules

small molecules
2026-06-10 | Virtual Screening and Zebrafish Phenotype-Based Evaluation Argues Against Repurposing 4-Phenylbutyrate for STXBP1-Related Disorders.

Syntaxin-binding protein 1 (STXBP1) mutations lead to severe epilepsy, intellectual disability, developmental delay, and movement disorder. Effective treatments for these conditions do not exist. Recent studies in Munc18-1 (STXBP1) C. elegans models demonstrate that 4-phenylbutyrate (4-PBA) or related pharmacological chaperones stabilize Munc18-1 protein levels and rescue locomotion deficits. These studies suggest a novel treatment strategy for these patients. Here, we used a stxbp1a zebrafish model with a profound movement disorder to screen 4-PBA and alternative structural analogs identified using artificial intelligence (AI)-based screening. Automated locomotion assays conducted on larval stxbp1a mutant zebrafish at 5 days post-fertilization (dpf) confirm and extend the movement disorder endophenotype. Drug treatment (4-PBA or 16 identified candidates) failed to rescue the stxbp1a mutant zebrafish locomotion deficit. Electrophysiology studies in a stxbp1b zebrafish model characterized by spontaneous seizure activity (i.e., epilepsy) failed to detect a reduction in ictal-like events with 4-PBA treatment. Taken together, our results suggest caution in repurposing 4-PBA or related compounds for the treatment of STXBP1 disorders.

Open article ↗



2026-02-28 | Cognitive and Motor Dysfunction in STXBP1 R406H Mice.

The STXBP1 protein critically regulates synaptic vesicle fusion and neurotransmitter release, with its mutations implicated in neurodevelopmental disorders. STXBP1 R406H can lead to the occurrence of early-onset epileptic encephalopathy (EOEE). To better elucidate the molecular mechanisms underlying pathogenesis,we generated an STXBP1 R406H mutation mouse model that recapitulated key cognitive-social deficits observed in patients. Behavioral and transcriptomic analyses revealed synaptic impairments and glial activation in mutant mice. Specifically, there is abnormal expression of synaptic proteins in hippocampal neurons, which are correlated with cognitive and motor deficits. Our study establishes that the STXBP1 R406H mutation drives neurodevelopmental pathology via excitatory synaptic dysfunction, offering new mechanistic insights and therapeutic avenues for the treatment of STXBP1-related disorders.

Open article ↗



2025-12-16 | Infantile Spasms (West Syndrome): Integrating Genetic, Neurotrophic, and Hormonal Mechanisms Toward Precision Therapy

Background and Objectives: Infantile spasms (ISs), or West syndrome (WS), represent an early-onset epileptic encephalopathy in which diverse structural, genetic, metabolic, infectious, and neurocutaneous conditions converge on a shared pattern of hypsarrhythmia, clustered spasms, and later developmental impairment. Growing use of genomic diagnostics has revealed that variants in STXBP1, KCNQ2, GRIN2A, GRIN2B, and TSC-related genes are more common than previously recognized and can be linked to partially actionable pathways. This review aimed to synthesize current evidence on the multifactorial etiology, network-based pathogenesis, and evolving targeted therapies for ISs, with particular attention to TSC-related forms. Materials and Methods: A structured narrative review was undertaken of publications from 1990 to 2025 in PubMed, Scopus, Web of Science, and Embase using terms related to ISs, WS, genetics, mTOR, ACTH, vigabatrin, ketogenic diet, and precision therapies. Authoritative guidance from ILAE and AAN was incorporated. Clinical, molecular, and therapeutic data were grouped under etiological, pathogenetic, and management domains. Results: Structural causes remained the largest group, but combined genetic, genetic–structural, and metabolic etiologies accounted for about one third of contemporary cohorts. Early network disruption involving cortex, thalamus, basal ganglia, and brainstem, together with imbalances in NGF, BDNF, and IGF-1, explained why distinct primary insults produce a uniform electroclinical phenotype. Early treatment with ACTH or high dose prednisolone, with or without vigabatrin, was consistently associated with higher electroclinical remission and better developmental outcome. Everolimus and related mTOR inhibitors showed benefit in TSC-associated ISs, while agents directed at NMDA receptors or KCNQ channels are emerging for genotype defined subgroups. Conclusions: ISs should be approached as a heterogeneous but mechanistically convergent disorder in which rapid diagnosis, parallel genetic testing, and early disease modifying therapy improve prognosis. Integration of molecular profiling with standardized outcome monitoring is likely to move management from symptomatic seizure control to pathway-specific intervention.

Open article ↗



2025-08-10 | EpiPred: A gene-specific machine learning model for classifying missense variants in the epilepsy-related gene STXBP1

ABSTRACT Missense variants in the STXBP1 gene are a frequent cause of early-onset developmental and epileptic encephalopathies and related neurodevelopmental disorders, but the clinical interpretation of these variants remains a major challenge. Most reported STXBP1 missense variants are classified as variants of uncertain significance (VUS), complicating diagnosis, counseling, and patient eligibility for precision therapies. Here, we developed EpiPred, a gene-specific machine learning classifier that predicts the pathogenicity of STXBP1 missense variants by integrating computational features with empirical evidence from cellular assays. Trained on a curated set of pathogenic and benign variants, EpiPred outperformed leading global prediction tools in accuracy, sensitivity, and specificity. We validated the model’s predictions using functional assays that measure protein abundance, solubility, stability, and interaction with the SNARE complex partner syntaxin 1. These biochemical readouts aligned closely with model outputs and enabled reclassification of several likely misdiagnosed variants. We deployed EpiPred in an interactive web application that allows clinicians, researchers, and patients to explore predictions for all possible missense variants in STXBP1. Our approach illustrates the power of gene-specific predictive modeling combined with experimental validation to improve variant interpretation and diagnostic resolution. By identifying likely pathogenic STXBP1 variants, including those that may respond to emerging therapies such as molecular chaperones, EpiPred supports more precise genetic diagnoses and offers a generalizable framework for other clinically relevant genes in neurological disease. ONE SENTENCE SUMMARY EpiPred improves STXBP1 variant interpretation, enabling precision genetic diagnoses and promoting access to targeted precision therapies

Open article ↗



2025-05-18 | Current and Emerging Precision Therapies for Developmental and Epileptic Encephalopathies.

Developmental and epileptic encephalopathies (DEEs) are severe neurological disorders characterized by childhood-onset seizures and significant developmental impairments. Seizures are often refractory to treatment with traditional antiseizure medications, which fail to address the underlying genetic and molecular mechanisms. This comprehensive review explores the evolving landscape of precision therapeutics for DEEs, focusing on mechanism-driven interventions across key pathophysiologic categories. Targeted approaches for channelopathies include antisense oligonucleotides and gene therapies, such as zorevunersen and ETX101 for SCN1A-related Dravet syndrome, alongside novel small molecules for other ion channel disorders. Advances in targeting neurotransmitter receptor dysfunctions, including γ-aminobutyric acid and glutamate receptor variants, highlight the use of modulators such as gaboxadol, radiprodil, and l-serine, alongside emerging gene therapies. For synaptic dysfunctions, innovative treatments such as chemical chaperones for STXBP1-related disorders and Ras-Raf-MEK-ERK inhibitors for SYNGAP1 pathologies are discussed. The review also examines precision interventions targeting cellular signaling pathways in tuberous sclerosis complex, epigenetic regulation in Rett syndrome, and metabolic interventions like ketogenic diets and targeted supplementation for specific genetic etiologies. Additionally, the importance of enhancing access to genetic testing, conducting robust natural history studies, and employing innovative clinical trial designs is emphasized. Future directions focus on addressing the challenges in developing and implementing gene-based therapies, integrating systems biology, leveraging artificial intelligence for data analysis, and fostering collaboration among stakeholders. The rapidly advancing field of precision therapeutics for DEEs holds promise to improve outcomes through tailored, equitable, and patient-centered care.

Open article ↗



gene therapies
2026-06-09 | CRISPR-mediated Stxbp1 gene activation ameliorates epileptic and aggressive phenotypes in Stxbp1 -haploinsufficient mice

Abstract Mutations in the syntaxin-binding protein 1 ( STXBP1 ) gene, which encodes the presynaptic protein Munc18-1, cause a spectrum of severe epileptic encephalopathies and neurodevelopmental disorders, including Ohtahara syndrome, for which no curative treatment is currently available. Because the disease pathomechanism is thought to be driven by haploinsufficiency, restoring expression of the wild-type allele to physiological levels could provide therapeutic benefit. Here, we evaluated CRISPR-mediated transcriptional activation (CRISPR-ON), based on a dCas9-VPR transcriptional activator, as a strategy to upregulate endogenous Stxbp1 expression in a Stxbp1 -haploinsufficient ( Stxbp1 +/− ) mouse model. Screening of guide RNAs (gRNAs) targeting the Stxbp1 promoter in Neuro2A cells identified a multiplexed four-gRNA cassette that elevated Stxbp1 mRNA approximately six-fold. AAV-PHP.eB vectors co-expressing this 4xgRNA cassette and Cre recombinase under the EF1a promoter were administered intracerebroventricularly to neonatal Stxbp1 +/− /dCas9-VPR fl/+ mice. CRISPR-ON treatment restored not only brain Stxbp1 mRNA but also Munc18-1 protein levels to those of wild-type controls. Electrocorticographic recordings revealed an approximately 50% reduction in the frequency of spike-wave discharges in CRISPR-ON–treated Stxbp1 +/− mice compared with untreated Stxbp1 +/− controls, and aggressive behavior in the resident-intruder test was also partially attenuated. In contrast, locomotor activity remained unaffected, indicating that CRISPR-ON treatment achieves selective rescue of disease-related phenotypes without inducing motor side effects. Together, these findings demonstrate that CRISPR-ON–mediated activation of endogenous Stxbp1 is a promising therapeutic strategy for STXBP1 -related encephalopathies and support endogenous gene activation as a broadly applicable platform for haploinsufficiency disorders.

Open article ↗



2025-05-11 | Neuron-targeted gene therapy rescues multiple phenotypes of STXBP1-related disorders in mice and is well tolerated in nonhuman primates.

De novo heterozygous variants in the neuronal STXBP1 gene cause severe, early-onset developmental and epileptic encephalopathy. Adeno-associated virus (AAV)-based gene replacement therapy offers the potential for a one-time, disease-modifying approach for STXBP1-related disorders. However, off-target overexpression in the liver and in the dorsal root ganglion (DRG) are known potential toxicities of AAV vectors. In addition, while loss of STXBP1 in GABAergic interneurons contributes to disease pathogenesis, typical gene therapy promoters do not express well in these cell populations. We engineered novel promoter cassettes to drive potent, selective STXBP1 expression across both excitatory and inhibitory neurons, and a 3' UTR regulatory element to detarget expression in DRG. Bilateral intracerebroventricular (ICV) injection of these promoter candidates achieved robust neuronal expression of STXBP1 and rescued key behavioral phenotypes in Stxbp1+/- haploinsufficient mice. In nonhuman primates, widespread vector biodistribution and transgene expression were observed in the central nervous system after unilateral ICV administration of AAV9-STXBP1 vectors. The vectors were well tolerated, and addition of the detargeting regulatory element significantly reduced expression in DRG, while ameliorating histopathologic effects and functional nerve conduction alterations. Taken together, these data support the feasibility of a one-time AAV-based therapeutic approach for STXBP1-related disorders.

Open article ↗



2025-04-14 | STXBP1 Syndrome: Biotechnological Advances, Challenges, and Perspectives in Gene Therapy, Experimental Models, and Translational Research.

STXBP1 syndrome is a severe early-onset epileptic encephalopathy characterized by developmental delay and intellectual disability. This review addresses key challenges in STXBP1 syndrome research, focusing on advanced therapeutic approaches and experimental models. We explore gene therapy strategies, including CRISPR-Cas9, adeno-associated viral (AAV) vectors, and RNA therapies such as antisense oligonucleotides (ASOs), aimed at correcting STXBP1 genetic dysfunctions. This review presents in vivo and in vitro models, highlighting their contributions to understanding disease mechanisms. Additionally, we provide a proposal for a detailed bioinformatic analysis of a Spanish cohort of 41 individuals with STXBP1-related disorders, offering insights into specific mutations and their biological implications. Clinical and translational perspectives are discussed, emphasizing the potential of personalized medicine approaches. Future research directions and key challenges are outlined, including the identification of STXBP1 interactors, unexplored molecular pathways, and the need for clinically useful biomarkers. This comprehensive review underscores the complexity of STXBP1-related infantile epileptic encephalopathy and opens new avenues for advancing the understanding and treatment of this heterogeneous disease.

Open article ↗



2024-12-20 | Biotechnological Challenges in STXBP1 Syndrome Research: Gene and Cell Therapy, Experimental Models and Future Clinical Perspectives

STXBP1 syndrome is a severe early-onset epileptic encephalopathy characterized by developmental delay and intellectual disability. This review addresses key challenges in STXBP1 syndrome research, focusing on advanced therapeutic approaches and experimental models. We explore gene therapy strategies, including CRISPR-Cas9, adeno-associated viral (AAV) vectors, and RNA therapies such as antisense oligonucleotides (ASOs), aimed at correcting STXBP1 genetic dysfunctions. The review presents in vivo and in vitro models, highlighting their contributions to understanding disease mechanisms. Additionally, we provide a detailed bioinformatic analysis of a Spanish cohort of 41 individuals with STXBP1-related disorders, offering insights into specific mutations and their biological implications. Clinical and translational perspectives are discussed, emphasizing the potential of personalized medicine approaches. Future research directions and key challenges are outlined, including the identification of STXBP1 interactors, unexplored molecular pathways, and the need for clinically useful biomarkers. This comprehensive review underscores the complexity of STXBP1-related infantile epileptic encephalopathy and opens new avenues for advancing understanding and treatment of this heterogeneous disease.

Open article ↗



antibodies
2025-06-22 | Diagnosis of developmental and epileptic encephalopathies in the era of precision medicine - a case report

<p>Background: Developmental and epileptic encephalopathies (DEEs) are severe disorders marked by refractory seizures and developmental delay. Pathogenic variants in the syntaxin-binding protein 1 (STXBP1) gene are among the top five genetic causes of DEE and impair neurotransmitter release, especially in GABAergic interneurons. The clinical presentation is highly variable, and diagnosis depends on molecular genetic testing. Precision medicine is key for diagnosis, treatment, follow-up, prognosis, and hereditary risk reduction.</p> <p>Case Presentation: We present a male patient with drug-resistant epilepsy, polypharmacy, and cognitive impairment, without significant family or perinatal risk factors. Given the clinical complexity and strong suspicion of genetic cause, a molecular study using next-generation sequencing of epilepsy-related genes and copy number variation analysis was performed. A heterozygous pathogenic variant in STXBP1, c.1652G&gt;A (p.Arg551His), was identified, associated with early infantile epileptic encephalopathy type type 4, also known as STXBP1-DEE (MONDO:0012812 - orphanet identifier (ORPHA):599373], with autosomal dominant inheritance.</p> <p>Conclusion: STXBP1-DEE represents a heterogeneous spectrum of neurodevelopmental disorders with refractory epilepsy, developmental delay, and intellectual disability. Diagnosis requires clinical suspicion, imaging, laboratory tests, and molecular confirmation. While current treatments are limited, promising approaches are under investigation. The lack of genotype-phenotype correlation and wide phenotypic variability complicate management, but advances in precision medicine support more individualized treatment strategies. Although most variants are de novo, genetic counseling remains crucial to assess recurrence risk. Preclinical studies show potential for novel therapies, yet clinical trials are needed to confirm their efficacy in affected individuals.</p>

Open article ↗



small molecules
2026-06-10 | Virtual Screening and Zebrafish Phenotype-Based Evaluation Argues Against Repurposing 4-Phenylbutyrate for STXBP1-Related Disorders.

Syntaxin-binding protein 1 (STXBP1) mutations lead to severe epilepsy, intellectual disability, developmental delay, and movement disorder. Effective treatments for these conditions do not exist. Recent studies in Munc18-1 (STXBP1) C. elegans models demonstrate that 4-phenylbutyrate (4-PBA) or related pharmacological chaperones stabilize Munc18-1 protein levels and rescue locomotion deficits. These studies suggest a novel treatment strategy for these patients. Here, we used a stxbp1a zebrafish model with a profound movement disorder to screen 4-PBA and alternative structural analogs identified using artificial intelligence (AI)-based screening. Automated locomotion assays conducted on larval stxbp1a mutant zebrafish at 5 days post-fertilization (dpf) confirm and extend the movement disorder endophenotype. Drug treatment (4-PBA or 16 identified candidates) failed to rescue the stxbp1a mutant zebrafish locomotion deficit. Electrophysiology studies in a stxbp1b zebrafish model characterized by spontaneous seizure activity (i.e., epilepsy) failed to detect a reduction in ictal-like events with 4-PBA treatment. Taken together, our results suggest caution in repurposing 4-PBA or related compounds for the treatment of STXBP1 disorders.

Open article ↗



2026-02-28 | Cognitive and Motor Dysfunction in STXBP1 R406H Mice.

The STXBP1 protein critically regulates synaptic vesicle fusion and neurotransmitter release, with its mutations implicated in neurodevelopmental disorders. STXBP1 R406H can lead to the occurrence of early-onset epileptic encephalopathy (EOEE). To better elucidate the molecular mechanisms underlying pathogenesis,we generated an STXBP1 R406H mutation mouse model that recapitulated key cognitive-social deficits observed in patients. Behavioral and transcriptomic analyses revealed synaptic impairments and glial activation in mutant mice. Specifically, there is abnormal expression of synaptic proteins in hippocampal neurons, which are correlated with cognitive and motor deficits. Our study establishes that the STXBP1 R406H mutation drives neurodevelopmental pathology via excitatory synaptic dysfunction, offering new mechanistic insights and therapeutic avenues for the treatment of STXBP1-related disorders.

Open article ↗



2025-12-16 | Infantile Spasms (West Syndrome): Integrating Genetic, Neurotrophic, and Hormonal Mechanisms Toward Precision Therapy

Background and Objectives: Infantile spasms (ISs), or West syndrome (WS), represent an early-onset epileptic encephalopathy in which diverse structural, genetic, metabolic, infectious, and neurocutaneous conditions converge on a shared pattern of hypsarrhythmia, clustered spasms, and later developmental impairment. Growing use of genomic diagnostics has revealed that variants in STXBP1, KCNQ2, GRIN2A, GRIN2B, and TSC-related genes are more common than previously recognized and can be linked to partially actionable pathways. This review aimed to synthesize current evidence on the multifactorial etiology, network-based pathogenesis, and evolving targeted therapies for ISs, with particular attention to TSC-related forms. Materials and Methods: A structured narrative review was undertaken of publications from 1990 to 2025 in PubMed, Scopus, Web of Science, and Embase using terms related to ISs, WS, genetics, mTOR, ACTH, vigabatrin, ketogenic diet, and precision therapies. Authoritative guidance from ILAE and AAN was incorporated. Clinical, molecular, and therapeutic data were grouped under etiological, pathogenetic, and management domains. Results: Structural causes remained the largest group, but combined genetic, genetic–structural, and metabolic etiologies accounted for about one third of contemporary cohorts. Early network disruption involving cortex, thalamus, basal ganglia, and brainstem, together with imbalances in NGF, BDNF, and IGF-1, explained why distinct primary insults produce a uniform electroclinical phenotype. Early treatment with ACTH or high dose prednisolone, with or without vigabatrin, was consistently associated with higher electroclinical remission and better developmental outcome. Everolimus and related mTOR inhibitors showed benefit in TSC-associated ISs, while agents directed at NMDA receptors or KCNQ channels are emerging for genotype defined subgroups. Conclusions: ISs should be approached as a heterogeneous but mechanistically convergent disorder in which rapid diagnosis, parallel genetic testing, and early disease modifying therapy improve prognosis. Integration of molecular profiling with standardized outcome monitoring is likely to move management from symptomatic seizure control to pathway-specific intervention.

Open article ↗



2025-08-10 | EpiPred: A gene-specific machine learning model for classifying missense variants in the epilepsy-related gene STXBP1

ABSTRACT Missense variants in the STXBP1 gene are a frequent cause of early-onset developmental and epileptic encephalopathies and related neurodevelopmental disorders, but the clinical interpretation of these variants remains a major challenge. Most reported STXBP1 missense variants are classified as variants of uncertain significance (VUS), complicating diagnosis, counseling, and patient eligibility for precision therapies. Here, we developed EpiPred, a gene-specific machine learning classifier that predicts the pathogenicity of STXBP1 missense variants by integrating computational features with empirical evidence from cellular assays. Trained on a curated set of pathogenic and benign variants, EpiPred outperformed leading global prediction tools in accuracy, sensitivity, and specificity. We validated the model’s predictions using functional assays that measure protein abundance, solubility, stability, and interaction with the SNARE complex partner syntaxin 1. These biochemical readouts aligned closely with model outputs and enabled reclassification of several likely misdiagnosed variants. We deployed EpiPred in an interactive web application that allows clinicians, researchers, and patients to explore predictions for all possible missense variants in STXBP1. Our approach illustrates the power of gene-specific predictive modeling combined with experimental validation to improve variant interpretation and diagnostic resolution. By identifying likely pathogenic STXBP1 variants, including those that may respond to emerging therapies such as molecular chaperones, EpiPred supports more precise genetic diagnoses and offers a generalizable framework for other clinically relevant genes in neurological disease. ONE SENTENCE SUMMARY EpiPred improves STXBP1 variant interpretation, enabling precision genetic diagnoses and promoting access to targeted precision therapies

Open article ↗



2025-05-18 | Current and Emerging Precision Therapies for Developmental and Epileptic Encephalopathies.

Developmental and epileptic encephalopathies (DEEs) are severe neurological disorders characterized by childhood-onset seizures and significant developmental impairments. Seizures are often refractory to treatment with traditional antiseizure medications, which fail to address the underlying genetic and molecular mechanisms. This comprehensive review explores the evolving landscape of precision therapeutics for DEEs, focusing on mechanism-driven interventions across key pathophysiologic categories. Targeted approaches for channelopathies include antisense oligonucleotides and gene therapies, such as zorevunersen and ETX101 for SCN1A-related Dravet syndrome, alongside novel small molecules for other ion channel disorders. Advances in targeting neurotransmitter receptor dysfunctions, including γ-aminobutyric acid and glutamate receptor variants, highlight the use of modulators such as gaboxadol, radiprodil, and l-serine, alongside emerging gene therapies. For synaptic dysfunctions, innovative treatments such as chemical chaperones for STXBP1-related disorders and Ras-Raf-MEK-ERK inhibitors for SYNGAP1 pathologies are discussed. The review also examines precision interventions targeting cellular signaling pathways in tuberous sclerosis complex, epigenetic regulation in Rett syndrome, and metabolic interventions like ketogenic diets and targeted supplementation for specific genetic etiologies. Additionally, the importance of enhancing access to genetic testing, conducting robust natural history studies, and employing innovative clinical trial designs is emphasized. Future directions focus on addressing the challenges in developing and implementing gene-based therapies, integrating systems biology, leveraging artificial intelligence for data analysis, and fostering collaboration among stakeholders. The rapidly advancing field of precision therapeutics for DEEs holds promise to improve outcomes through tailored, equitable, and patient-centered care.

Open article ↗



gene therapies
2026-06-09 | CRISPR-mediated Stxbp1 gene activation ameliorates epileptic and aggressive phenotypes in Stxbp1 -haploinsufficient mice

Abstract Mutations in the syntaxin-binding protein 1 ( STXBP1 ) gene, which encodes the presynaptic protein Munc18-1, cause a spectrum of severe epileptic encephalopathies and neurodevelopmental disorders, including Ohtahara syndrome, for which no curative treatment is currently available. Because the disease pathomechanism is thought to be driven by haploinsufficiency, restoring expression of the wild-type allele to physiological levels could provide therapeutic benefit. Here, we evaluated CRISPR-mediated transcriptional activation (CRISPR-ON), based on a dCas9-VPR transcriptional activator, as a strategy to upregulate endogenous Stxbp1 expression in a Stxbp1 -haploinsufficient ( Stxbp1 +/− ) mouse model. Screening of guide RNAs (gRNAs) targeting the Stxbp1 promoter in Neuro2A cells identified a multiplexed four-gRNA cassette that elevated Stxbp1 mRNA approximately six-fold. AAV-PHP.eB vectors co-expressing this 4xgRNA cassette and Cre recombinase under the EF1a promoter were administered intracerebroventricularly to neonatal Stxbp1 +/− /dCas9-VPR fl/+ mice. CRISPR-ON treatment restored not only brain Stxbp1 mRNA but also Munc18-1 protein levels to those of wild-type controls. Electrocorticographic recordings revealed an approximately 50% reduction in the frequency of spike-wave discharges in CRISPR-ON–treated Stxbp1 +/− mice compared with untreated Stxbp1 +/− controls, and aggressive behavior in the resident-intruder test was also partially attenuated. In contrast, locomotor activity remained unaffected, indicating that CRISPR-ON treatment achieves selective rescue of disease-related phenotypes without inducing motor side effects. Together, these findings demonstrate that CRISPR-ON–mediated activation of endogenous Stxbp1 is a promising therapeutic strategy for STXBP1 -related encephalopathies and support endogenous gene activation as a broadly applicable platform for haploinsufficiency disorders.

Open article ↗



2025-05-11 | Neuron-targeted gene therapy rescues multiple phenotypes of STXBP1-related disorders in mice and is well tolerated in nonhuman primates.

De novo heterozygous variants in the neuronal STXBP1 gene cause severe, early-onset developmental and epileptic encephalopathy. Adeno-associated virus (AAV)-based gene replacement therapy offers the potential for a one-time, disease-modifying approach for STXBP1-related disorders. However, off-target overexpression in the liver and in the dorsal root ganglion (DRG) are known potential toxicities of AAV vectors. In addition, while loss of STXBP1 in GABAergic interneurons contributes to disease pathogenesis, typical gene therapy promoters do not express well in these cell populations. We engineered novel promoter cassettes to drive potent, selective STXBP1 expression across both excitatory and inhibitory neurons, and a 3' UTR regulatory element to detarget expression in DRG. Bilateral intracerebroventricular (ICV) injection of these promoter candidates achieved robust neuronal expression of STXBP1 and rescued key behavioral phenotypes in Stxbp1+/- haploinsufficient mice. In nonhuman primates, widespread vector biodistribution and transgene expression were observed in the central nervous system after unilateral ICV administration of AAV9-STXBP1 vectors. The vectors were well tolerated, and addition of the detargeting regulatory element significantly reduced expression in DRG, while ameliorating histopathologic effects and functional nerve conduction alterations. Taken together, these data support the feasibility of a one-time AAV-based therapeutic approach for STXBP1-related disorders.

Open article ↗



2025-04-14 | STXBP1 Syndrome: Biotechnological Advances, Challenges, and Perspectives in Gene Therapy, Experimental Models, and Translational Research.

STXBP1 syndrome is a severe early-onset epileptic encephalopathy characterized by developmental delay and intellectual disability. This review addresses key challenges in STXBP1 syndrome research, focusing on advanced therapeutic approaches and experimental models. We explore gene therapy strategies, including CRISPR-Cas9, adeno-associated viral (AAV) vectors, and RNA therapies such as antisense oligonucleotides (ASOs), aimed at correcting STXBP1 genetic dysfunctions. This review presents in vivo and in vitro models, highlighting their contributions to understanding disease mechanisms. Additionally, we provide a proposal for a detailed bioinformatic analysis of a Spanish cohort of 41 individuals with STXBP1-related disorders, offering insights into specific mutations and their biological implications. Clinical and translational perspectives are discussed, emphasizing the potential of personalized medicine approaches. Future research directions and key challenges are outlined, including the identification of STXBP1 interactors, unexplored molecular pathways, and the need for clinically useful biomarkers. This comprehensive review underscores the complexity of STXBP1-related infantile epileptic encephalopathy and opens new avenues for advancing the understanding and treatment of this heterogeneous disease.

Open article ↗



2024-12-20 | Biotechnological Challenges in STXBP1 Syndrome Research: Gene and Cell Therapy, Experimental Models and Future Clinical Perspectives

STXBP1 syndrome is a severe early-onset epileptic encephalopathy characterized by developmental delay and intellectual disability. This review addresses key challenges in STXBP1 syndrome research, focusing on advanced therapeutic approaches and experimental models. We explore gene therapy strategies, including CRISPR-Cas9, adeno-associated viral (AAV) vectors, and RNA therapies such as antisense oligonucleotides (ASOs), aimed at correcting STXBP1 genetic dysfunctions. The review presents in vivo and in vitro models, highlighting their contributions to understanding disease mechanisms. Additionally, we provide a detailed bioinformatic analysis of a Spanish cohort of 41 individuals with STXBP1-related disorders, offering insights into specific mutations and their biological implications. Clinical and translational perspectives are discussed, emphasizing the potential of personalized medicine approaches. Future research directions and key challenges are outlined, including the identification of STXBP1 interactors, unexplored molecular pathways, and the need for clinically useful biomarkers. This comprehensive review underscores the complexity of STXBP1-related infantile epileptic encephalopathy and opens new avenues for advancing understanding and treatment of this heterogeneous disease.

Open article ↗



antibodies
2025-06-22 | Diagnosis of developmental and epileptic encephalopathies in the era of precision medicine - a case report

<p>Background: Developmental and epileptic encephalopathies (DEEs) are severe disorders marked by refractory seizures and developmental delay. Pathogenic variants in the syntaxin-binding protein 1 (STXBP1) gene are among the top five genetic causes of DEE and impair neurotransmitter release, especially in GABAergic interneurons. The clinical presentation is highly variable, and diagnosis depends on molecular genetic testing. Precision medicine is key for diagnosis, treatment, follow-up, prognosis, and hereditary risk reduction.</p> <p>Case Presentation: We present a male patient with drug-resistant epilepsy, polypharmacy, and cognitive impairment, without significant family or perinatal risk factors. Given the clinical complexity and strong suspicion of genetic cause, a molecular study using next-generation sequencing of epilepsy-related genes and copy number variation analysis was performed. A heterozygous pathogenic variant in STXBP1, c.1652G&gt;A (p.Arg551His), was identified, associated with early infantile epileptic encephalopathy type type 4, also known as STXBP1-DEE (MONDO:0012812 - orphanet identifier (ORPHA):599373], with autosomal dominant inheritance.</p> <p>Conclusion: STXBP1-DEE represents a heterogeneous spectrum of neurodevelopmental disorders with refractory epilepsy, developmental delay, and intellectual disability. Diagnosis requires clinical suspicion, imaging, laboratory tests, and molecular confirmation. While current treatments are limited, promising approaches are under investigation. The lack of genotype-phenotype correlation and wide phenotypic variability complicate management, but advances in precision medicine support more individualized treatment strategies. Although most variants are de novo, genetic counseling remains crucial to assess recurrence risk. Preclinical studies show potential for novel therapies, yet clinical trials are needed to confirm their efficacy in affected individuals.</p>

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

2 orphan drug designations for STXBP1-related encephalopathy.

2 orphan drug designations for STXBP1-related encephalopathy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant adeno-associated virus capsid enclosing a single-stranded DNA construct encoding human STXBP1 transgene

gene therapies

FDA

2024-10-19

—

Capsida Biotherapeutics

Glycerol phenylbutyrate

small molecules

EMA

2023-10-13

—

Immedica Pharma AB

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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.

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.