AI Drug Discovery for Pharma and Biotech

Drug discovery

3

drugs

With orphan designations

Overview

Vitamin B12-unresponsive methylmalonic acidemia is an autosomal recessive disorder caused by MUT gene mutations, resulting in partial (mut–) or complete (mut0) methylmalonyl-CoA mutase deficiency. This leads to toxic methylmalonic acid accumulation, causing life-threatening metabolic crises (ketoacidosis, hyperammonemia), neurological impairment, renal failure, and cardiomyopathy. Unlike B12-responsive forms, it shows no meaningful improvement with cobalamin therapy. Prognosis varies by subtype, with mut0 carrying higher morbidity/mortality risks [1][4][6].

Population

  • Prevalence: ~1/48,000–1/61,000 for all methylmalonic acidemias (subset unresponsive to B12)

  • Typically presents neonatally (≤4 weeks), though later-onset cases occur [1][4][15].

Burden

  • High neonatal mortality (metabolic crises); 30% develop renal failure by adulthood [1][4].

  • Chronic complications: Intellectual disability (39%), metabolic strokes, cardiomyopathy [1][6].

  • Reduced life expectancy, particularly in mut0 [4][16].

Therapies

  • Dietary: Protein restriction (1.0–1.2 g/kg/day), precursor-free formulas [8][11].

  • Pharmacologic: Carnitine supplementation, antibiotics (neomycin/metronidazole) to reduce gut propionate [4][18].

  • Surgical: Liver transplantation (partial mitigation of metabolic crises, no renal/neurological protection) [4][11].

Categories: rare genetic diseases, rare inborn errors of metabolism, rare neurological diseases, rare renal diseases, rare transplant-related disorders

Research Papers

252 drug discovery papers related to Vitamin B12-unresponsive methylmalonic acidemia, with 3 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

252 drug discovery papers related to Vitamin B12-unresponsive methylmalonic acidemia, with 3 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-04-28 | Oxidative Stress and Inflammation in Methylmalonic and Propionic Acidemias: A Review.

Methylmalonic acidemia and propionic acidemia are inherited organic acidemias resulting from deficiencies in the enzymes methylmalonyl-CoA mutase and propionyl-CoA carboxylase, respectively. Impaired activity of these enzymes leads to the accumulation of propionyl-CoA and methylmalonyl-CoA metabolites in tissues and biological fluids. The two disorders share similar clinical features, most notably severe neurological involvement. In the absence of early diagnosis and appropriate treatment, affected individuals may develop irreversible neurological injury, progress to coma, and, in severe cases, death. In this scenario, this review presents some findings from studies in patients, cells and animal models, evidencing that oxidative stress and inflammation plays a crucial role in the pathophysiology of methylmalonic acidemia and propionic acidemia. Furthermore, it allows us to understand the profile of oxidative stress and new perspectives for the treatment of these diseases. Decreased antioxidant defenses, as well as increased levels of markers of inflammation, oxidative damage to lipids, proteins and DNA were observed in animal models, cells and patients, possibly due to the increase in the production of reactive species caused by the accumulated metabolites. The literature also indicates that the use of specific antioxidants may provide benefits by improving the oxidative profile. Based on this evidence, it is widely accepted that oxidative stress and inflammation contribute to severe neurological damage in patients with methylmalonic acidemia and propionic acidemia.

Open article ↗



2026-03-24 | MMA-F6: A First-in-Class Pharmacological Chaperone Candidate for Methylmalonic Acidemia Targeting the MUT--MMAA Interface

Methylmalonic acidemia (MMA) is a rare autosomal recessive organic aciduria caused by deficiency of the mitochondrial enzyme methylmalonyl-coenzyme A mutase (MUT). No approved pharmacological therapy exists; current management is limited to dietary protein restriction and, in severe cases, organ transplantation. A first-in-class small-molecule pharmacological chaperone candidate, MMA-F6 (SMILES: Cc1cc(C2(O)CC2)c(C2CCNCC2)cn1; MW 232.3 Da) is reported. MMA-F6 targets the MUT surface pocket at the interface with its accessory protein, methylmalonyl-CoA mutase chaperone A (MMAA), as defined by Protein Data Bank (PDB) structure 3BIC. Multistage computational validation comprising solvation free energy analysis, a 100-target Virtual Phase I safety simulation, a 72-slot gut transit model, and an external absorption, distribution, metabolism, excretion, and toxicity (ADMET) panel (PAINS/Brenk/NIH filters all clean; Ames negative; acute oral toxicity class V) support progression to synthesis and experimental validation. An aqueous binding free energy of −7.93 kcal mol^−1 corresponds to a predicted dissociation constant (Kd) of approximately 2.6 μM. The hydroxycyclopropanol motif, identified through iterative optimization, provides a rigid, directional hydrogen bond to the polar rim of the target pocket with a lower desolvation penalty than prior-generation carboxamide-containing analogues. MMA-F6 is released into the public domain without restriction

Open article ↗



2025-12-05 | Nutritional Management in Severe Methylmalonic and Propionic Acidemias: How Much Medical Food Is Too Much?

Methylmalonic acidemia (MMA) and propionic acidemia (PA) are inherited metabolic disorders affecting valine and isoleucine catabolism. Long-term therapy mainly involves dietary protein restriction. An amino acid mixture (AAM, medical food) free of the precursor amino acids is frequently used, especially when protein intake does not reach World Health Organization (WHO) recommendations. However, its clinical impact on disease control and patient outcomes remains unclear. Our study aimed to retrospectively review the dietary prescriptions in a cohort of vitamin B12-unresponsive MMA and PA patients and to analyze their impact on clinical and laboratory parameters. Clinical data, anthropometric measurements and dietary prescriptions were collected from the patients' medical and dietary files. We included 71 patients (38 MMA and 33 PA). Fifty-nine percent of the patients' dietary prescriptions did not reach the safe WHO-recommended daily total protein intake. Among these, 28% included AAM supplementation versus 62% in the group of patients that met the WHO recommendations (p < 0.001). AAM was associated with a decrease in mean plasma concentrations of isoleucine and valine. These plasma amino acid concentrations were corrected by isoleucine and valine supplementation; however, leucine/isoleucine and leucine/valine ratios remained elevated in comparison to patients without AAM. Nutritional and clinical scores were worsened by AAM supplementation. We found that MMA/PA patients receiving AAM tend to have altered plasma amino acid concentrations, raising concerns about potential long-term deleterious consequences of AAM. We recommend prioritizing natural protein intake over AAM when possible, and if not, to carefully monitor and moderately supplement valine and isoleucine to prevent deficiencies.

Open article ↗



2026-04-28 | Oxidative Stress and Inflammation in Methylmalonic and Propionic Acidemias: A Review.

Methylmalonic acidemia and propionic acidemia are inherited organic acidemias resulting from deficiencies in the enzymes methylmalonyl-CoA mutase and propionyl-CoA carboxylase, respectively. Impaired activity of these enzymes leads to the accumulation of propionyl-CoA and methylmalonyl-CoA metabolites in tissues and biological fluids. The two disorders share similar clinical features, most notably severe neurological involvement. In the absence of early diagnosis and appropriate treatment, affected individuals may develop irreversible neurological injury, progress to coma, and, in severe cases, death. In this scenario, this review presents some findings from studies in patients, cells and animal models, evidencing that oxidative stress and inflammation plays a crucial role in the pathophysiology of methylmalonic acidemia and propionic acidemia. Furthermore, it allows us to understand the profile of oxidative stress and new perspectives for the treatment of these diseases. Decreased antioxidant defenses, as well as increased levels of markers of inflammation, oxidative damage to lipids, proteins and DNA were observed in animal models, cells and patients, possibly due to the increase in the production of reactive species caused by the accumulated metabolites. The literature also indicates that the use of specific antioxidants may provide benefits by improving the oxidative profile. Based on this evidence, it is widely accepted that oxidative stress and inflammation contribute to severe neurological damage in patients with methylmalonic acidemia and propionic acidemia.

Open article ↗



2026-03-24 | MMA-F6: A First-in-Class Pharmacological Chaperone Candidate for Methylmalonic Acidemia Targeting the MUT--MMAA Interface

Methylmalonic acidemia (MMA) is a rare autosomal recessive organic aciduria caused by deficiency of the mitochondrial enzyme methylmalonyl-coenzyme A mutase (MUT). No approved pharmacological therapy exists; current management is limited to dietary protein restriction and, in severe cases, organ transplantation. A first-in-class small-molecule pharmacological chaperone candidate, MMA-F6 (SMILES: Cc1cc(C2(O)CC2)c(C2CCNCC2)cn1; MW 232.3 Da) is reported. MMA-F6 targets the MUT surface pocket at the interface with its accessory protein, methylmalonyl-CoA mutase chaperone A (MMAA), as defined by Protein Data Bank (PDB) structure 3BIC. Multistage computational validation comprising solvation free energy analysis, a 100-target Virtual Phase I safety simulation, a 72-slot gut transit model, and an external absorption, distribution, metabolism, excretion, and toxicity (ADMET) panel (PAINS/Brenk/NIH filters all clean; Ames negative; acute oral toxicity class V) support progression to synthesis and experimental validation. An aqueous binding free energy of −7.93 kcal mol^−1 corresponds to a predicted dissociation constant (Kd) of approximately 2.6 μM. The hydroxycyclopropanol motif, identified through iterative optimization, provides a rigid, directional hydrogen bond to the polar rim of the target pocket with a lower desolvation penalty than prior-generation carboxamide-containing analogues. MMA-F6 is released into the public domain without restriction

Open article ↗



2025-12-05 | Nutritional Management in Severe Methylmalonic and Propionic Acidemias: How Much Medical Food Is Too Much?

Methylmalonic acidemia (MMA) and propionic acidemia (PA) are inherited metabolic disorders affecting valine and isoleucine catabolism. Long-term therapy mainly involves dietary protein restriction. An amino acid mixture (AAM, medical food) free of the precursor amino acids is frequently used, especially when protein intake does not reach World Health Organization (WHO) recommendations. However, its clinical impact on disease control and patient outcomes remains unclear. Our study aimed to retrospectively review the dietary prescriptions in a cohort of vitamin B12-unresponsive MMA and PA patients and to analyze their impact on clinical and laboratory parameters. Clinical data, anthropometric measurements and dietary prescriptions were collected from the patients' medical and dietary files. We included 71 patients (38 MMA and 33 PA). Fifty-nine percent of the patients' dietary prescriptions did not reach the safe WHO-recommended daily total protein intake. Among these, 28% included AAM supplementation versus 62% in the group of patients that met the WHO recommendations (p < 0.001). AAM was associated with a decrease in mean plasma concentrations of isoleucine and valine. These plasma amino acid concentrations were corrected by isoleucine and valine supplementation; however, leucine/isoleucine and leucine/valine ratios remained elevated in comparison to patients without AAM. Nutritional and clinical scores were worsened by AAM supplementation. We found that MMA/PA patients receiving AAM tend to have altered plasma amino acid concentrations, raising concerns about potential long-term deleterious consequences of AAM. We recommend prioritizing natural protein intake over AAM when possible, and if not, to carefully monitor and moderately supplement valine and isoleucine to prevent deficiencies.

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

3 orphan drug designations for Vitamin B12-unresponsive methylmalonic acidemia.

3 orphan drug designations for Vitamin B12-unresponsive methylmalonic acidemia.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

hydroxocobalamin

other

FDA

2025-09-26

Meta Healthcare Ltd,

Modified mRNA encoding human methylmalonyl-coenzyme A mutase containing a polymorphism at position 671

RNAs

EMA

2022-06-21

Moderna Biotech Spain S.L.

Adeno-associated viral vector LK03 encoding human methylmalonyl-CoA mutase

gene therapies

EMA

2021-06-21

Parexel International (IRL) Limited

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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.