AI Drug Discovery for Pharma and Biotech

Drug discovery

2

drugs

With orphan designations

Overview

Familial Lipoprotein Lipase Deficiency (LPLD) is a rare autosomal recessive disorder caused by mutations in the LPL gene, leading to impaired triglyceride metabolism. This results in severe hypertriglyceridemia (>2,000 mg/dL), chylomicronemia, and recurrent pancreatitis, often presenting in childhood with abdominal pain, eruptive xanthomas, and hepatosplenomegaly [1][6][7]. Chronic complications include pancreatic damage, diabetes, and neurological symptoms (e.g., depression, memory loss) [1][7]. Diagnosis hinges on genetic testing and absent LPL enzyme activity [6].

Population

  • Incidence: ~1 per million globally, with founder-effect clusters in Quebec, Canada [1][6].

  • Onset: Typically before age 10; 25% develop symptoms by age 1 [1][2].

  • Inheritance: Biallelic LPL mutations (autosomal recessive); carriers may have mild lipid abnormalities [1][13].

Burden

  • Clinical: Recurrent pancreatitis (50% lifetime risk), chronic pancreatic insufficiency, and retinal lipemia [6][7][15].

  • Psychosocial: Strict dietary adherence impacts quality of life; 50% report anxiety/depression linked to disease management [4][8].

  • Economic: Frequent hospitalizations for pancreatitis and lifelong nutritional interventions pose significant healthcare costs [4][8].

Therapies

  • Dietary: Lifelong restriction of long-chain triglycerides (<20 g/day) with medium-chain triglyceride (MCT) supplementation to reduce chylomicrons [3][7][11].

  • Monitoring: Regular lipid panels and pancreatic enzyme checks to prevent pancreatitis [7][15].

  • Emerging: Investigational gene therapy (e.g., alipogene tiparvovec) to restore LPL function [11].

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

Research Papers

365 drug discovery papers related to Familial lipoprotein lipase deficiency, with 4 first-in-class and 1 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

365 drug discovery papers related to Familial lipoprotein lipase deficiency, with 4 first-in-class and 1 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-19 | Comparative efficacy and safety of olezarsen versus volanesorsen for familial chylomicronemia syndrome: a matching-adjusted indirect comparison.

Background: Familial chylomicronemia syndrome (FCS) is a rare genetic disorder characterized by severe hypertriglyceridemia causing recurrent acute pancreatitis (AP). Since FCS is a genetic deficiency in functional lipoprotein lipase, conventional triglyceride-lowering therapies are ineffective in this metabolic disorder. Apolipoprotein C-III (apoC-III) inhibitors, including volanesorsen and olezarsen, have emerged as targeted treatments for FCS. Aim: To compare the efficacy and safety of olezarsen 80 mg every four weeks (Q4W) versus volanesorsen 300 mg weekly (QW) in patients with FCS using an anchored matching-adjusted indirect comparison. Materials & methods: Individual patient data from the Balance trial of olezarsen (n = 45) were weighted to match baseline characteristics reported in the APPROACH trial of volanesorsen (n = 66). Outcomes included percent change in fasting triglycerides (TG) and apoC-III at 26 and 52 weeks, and risks of AP events and adverse events at 52 weeks. Results: At 52 weeks, mean differences in fasting TG and apoC-III were -27.4% (95% CI: -69.4, 14.5) and -21.3% (95% CI: -61.9, 19.3). Relative risks of AP, treatment-emergent adverse events, and serious adverse events were 0.23 (95% CI: 0.01, 5.02), 0.87 (95% CI: 0.66, 1.13) and 0.50 (95% CI: 0.08, 3.26) at week 52. The rate ratio for AP events per patient-year was 0.06 (95% CI: 0.003, 1.41). No comparisons were statistically significant. Conclusion: In this matching-adjusted indirect comparison, no statistically significant differences in outcomes were observed between olezarsen and volanesorsen in patients with FCS. These findings provide important comparative context in a setting where head-to-head evidence is unavailable.

Open article ↗



2026-06-18 | A Case of Familial Chylomicronemia Syndrome Caused by a Novel Homozygous GPIHBP1 Mutation Successfully Treated with the Selective PPARα Modulator Pemafibrate.

Familial chylomicronemia syndrome (FCS) is a rare disorder characterized by the accumulation of chylomicrons in the circulation due to genetic defects or autoantibodies affecting lipoprotein lipase (LPL), the key enzyme responsible for the metabolism of chylomicrons and very-low-density lipoproteins (VLDL), or its associated proteins, including apolipoprotein (apo) C-II, apoA-V, glycosylphosphatidylinositol-anchored high-density lipoprotein-binding protein 1 (GPIHBP1), and lipase maturation factor 1 (LMF1). This condition is associated with markedly elevated serum triglyceride (TG) levels and, in severe cases, recurrent episodes of pancreatitis and eruptive xanthomas. Among these etiologies, genetic deficiency of GPIHBP1 is exceedingly rare. We aimed to clarify the clinical and genetic basis and treatment strategies of a patient with GPIHBP1 deficiency. A 47-year-old woman with a childhood diagnosis of FCS presented with severe epigastric pain and was admitted to Rinku General Medical Center for emergency management of acute pancreatitis secondary to severe chylomicronemia. She had a history of severe hypertriglyceridemia complicated by pancreatitis during her first pregnancy and extreme hypertriglyceridemia exceeding 6,000 mg/dL during her second pregnancy without the development of pancreatitis. DNA sequence analysis was performed as a clinical diagnostic test and outsourced to KUBIX Inc. (Hakusan, Ishikawa, Japan). Laboratory evaluation revealed marked hypertriglyceridemia (1,262 mg/dL) with a type V hyperlipoproteinemia pattern. Serum preheparin LPL mass was markedly reduced, and circulating GPIHBP1 was undetectable. Genetic analysis identified a novel homozygous frameshift mutation in the GPIHBP1 gene (NM_178172.4:c.20del [p.Val7AlafsTer73]), which has not been previously reported in public databases. No pathogenic variants were detected in other LPL-related genes. Acute pancreatitis improved rapidly with fasting and intravenous fluid therapy. Strict dietary fat restriction, followed by the addition of the selective PPARα modulator pemafibrate, successfully maintained TG levels below 500 mg/dL during follow-up. We report an extremely rare case of FCS caused by a novel homozygous mutation in the GPIHBP1 gene, in which pregnancy served as a major trigger for severe hypertriglyceridemia. Early diagnosis and strict lipid control are essential to prevent recurrent pancreatitis in patients with GPIHBP1 deficiency.

Open article ↗



2026-06-19 | Comparative efficacy and safety of olezarsen versus volanesorsen for familial chylomicronemia syndrome: a matching-adjusted indirect comparison.

Background: Familial chylomicronemia syndrome (FCS) is a rare genetic disorder characterized by severe hypertriglyceridemia causing recurrent acute pancreatitis (AP). Since FCS is a genetic deficiency in functional lipoprotein lipase, conventional triglyceride-lowering therapies are ineffective in this metabolic disorder. Apolipoprotein C-III (apoC-III) inhibitors, including volanesorsen and olezarsen, have emerged as targeted treatments for FCS. Aim: To compare the efficacy and safety of olezarsen 80 mg every four weeks (Q4W) versus volanesorsen 300 mg weekly (QW) in patients with FCS using an anchored matching-adjusted indirect comparison. Materials & methods: Individual patient data from the Balance trial of olezarsen (n = 45) were weighted to match baseline characteristics reported in the APPROACH trial of volanesorsen (n = 66). Outcomes included percent change in fasting triglycerides (TG) and apoC-III at 26 and 52 weeks, and risks of AP events and adverse events at 52 weeks. Results: At 52 weeks, mean differences in fasting TG and apoC-III were -27.4% (95% CI: -69.4, 14.5) and -21.3% (95% CI: -61.9, 19.3). Relative risks of AP, treatment-emergent adverse events, and serious adverse events were 0.23 (95% CI: 0.01, 5.02), 0.87 (95% CI: 0.66, 1.13) and 0.50 (95% CI: 0.08, 3.26) at week 52. The rate ratio for AP events per patient-year was 0.06 (95% CI: 0.003, 1.41). No comparisons were statistically significant. Conclusion: In this matching-adjusted indirect comparison, no statistically significant differences in outcomes were observed between olezarsen and volanesorsen in patients with FCS. These findings provide important comparative context in a setting where head-to-head evidence is unavailable.

Open article ↗



2026-06-18 | A Case of Familial Chylomicronemia Syndrome Caused by a Novel Homozygous GPIHBP1 Mutation Successfully Treated with the Selective PPARα Modulator Pemafibrate.

Familial chylomicronemia syndrome (FCS) is a rare disorder characterized by the accumulation of chylomicrons in the circulation due to genetic defects or autoantibodies affecting lipoprotein lipase (LPL), the key enzyme responsible for the metabolism of chylomicrons and very-low-density lipoproteins (VLDL), or its associated proteins, including apolipoprotein (apo) C-II, apoA-V, glycosylphosphatidylinositol-anchored high-density lipoprotein-binding protein 1 (GPIHBP1), and lipase maturation factor 1 (LMF1). This condition is associated with markedly elevated serum triglyceride (TG) levels and, in severe cases, recurrent episodes of pancreatitis and eruptive xanthomas. Among these etiologies, genetic deficiency of GPIHBP1 is exceedingly rare. We aimed to clarify the clinical and genetic basis and treatment strategies of a patient with GPIHBP1 deficiency. A 47-year-old woman with a childhood diagnosis of FCS presented with severe epigastric pain and was admitted to Rinku General Medical Center for emergency management of acute pancreatitis secondary to severe chylomicronemia. She had a history of severe hypertriglyceridemia complicated by pancreatitis during her first pregnancy and extreme hypertriglyceridemia exceeding 6,000 mg/dL during her second pregnancy without the development of pancreatitis. DNA sequence analysis was performed as a clinical diagnostic test and outsourced to KUBIX Inc. (Hakusan, Ishikawa, Japan). Laboratory evaluation revealed marked hypertriglyceridemia (1,262 mg/dL) with a type V hyperlipoproteinemia pattern. Serum preheparin LPL mass was markedly reduced, and circulating GPIHBP1 was undetectable. Genetic analysis identified a novel homozygous frameshift mutation in the GPIHBP1 gene (NM_178172.4:c.20del [p.Val7AlafsTer73]), which has not been previously reported in public databases. No pathogenic variants were detected in other LPL-related genes. Acute pancreatitis improved rapidly with fasting and intravenous fluid therapy. Strict dietary fat restriction, followed by the addition of the selective PPARα modulator pemafibrate, successfully maintained TG levels below 500 mg/dL during follow-up. We report an extremely rare case of FCS caused by a novel homozygous mutation in the GPIHBP1 gene, in which pregnancy served as a major trigger for severe hypertriglyceridemia. Early diagnosis and strict lipid control are essential to prevent recurrent pancreatitis in patients with GPIHBP1 deficiency.

Open article ↗



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Drug Discovery Landscape

2 orphan drug designations for Familial lipoprotein lipase deficiency.

2 orphan drug designations for Familial lipoprotein lipase deficiency.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Adeno-associated vector expressing the human lipoprotein lipase protein

gene therapies

FDA

2007-05-21

uniQure B.V.

Alipogene tiparvovec [Glybera]

gene therapies

EMA

2004-03-08

uniQure Biopharma B.V

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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.