AI Drug Discovery for Pharma and Biotech

Drug discovery

18

drugs

With orphan designations

Overview

Homozygous familial hypercholesterolemia (HoFH) is a rare autosomal dominant or recessive disorder caused by biallelic mutations in LDLR, APOB, PCSK9, or LDLRAP1. It results in lifelong extreme LDL-C elevation (>400 mg/dL untreated), accelerated atherosclerosis, and premature cardiovascular events (often before age 20 without treatment). Diagnosis requires genetic testing and early multimodal therapy to mitigate cardiovascular risk.

Population

  • Prevalence: ~1:160,000–300,000 globally, higher in founder populations (e.g., Québec, Lebanon) [1][6][16]

  • Typically diagnosed in childhood via xanthomas, corneal arcus, or severe dyslipidemia [1][7]

Burden

  • 63–78% develop atherosclerotic CVD by early adulthood [4][9]

  • Real-world LDL-C often remains >160 mg/dL despite therapy [4][13]

  • Standard therapies reduce mortality but 40% remain undertreated [4][9][12]

Therapies

  • First-line: High-intensity statins + ezetimibe (<10–25% LDL-C reduction) [3][13]

  • Add-ons: Lomitapide (VLDL inhibitor), evinacumab (ANGPTL3 antibody; LDL-C ↓43%), PCSK9 inhibitors (if residual LDLR activity) [3][13][17]

  • Procedural: Weekly/biweekly lipoprotein apheresis (LDL-C ↓50–70%) [3][6]

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

Research Papers

1,395 drug discovery papers about Homozygous familial hypercholesterolemia, with 2 first-in-class and 26 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

1,395 drug discovery papers about Homozygous familial hypercholesterolemia, with 2 first-in-class and 26 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-12 | The Angiopoietin-like Protein (ANGPTL) Axis in Dyslipidemia: Mechanisms, Cardiovascular Risk, and Emerging Therapies.

The angiopoietin-like protein (ANGPTL) 3-4-8 axis has emerged as a central regulator of lipoprotein lipase and lipid metabolism. This review examines the mechanistic basis of ANGPTL pathway modulation and therapeutic implications for cardiovascular risk reduction across diverse phenotypes of dyslipidemia. Genetic studies demonstrate that loss-of-function variants in ANGPTL3 and ANGPTL4 are associated with lower triglycerides and decreased coronary artery disease risk. Pharmacologic inhibition of ANGPTL3 with monoclonal antibodies and RNA-based therapies reduces triglycerides, remnant cholesterol, low-density lipoprotein cholesterol (LDL-C), and apolipoprotein B (apoB) through mechanisms predominantly independent of the LDL receptor. Clinical trials with ANGPTL3 inhibitors have demonstrated marked LDL-C reductions in patients with homozygous familial hypercholesterolemia (HoFH), as well as broad lipid-lowering effects in patients with mixed dyslipidemia. Emerging strategies targeting the ANGPTL3/8 complex and ANGPTL4 further refine lipid-lowering effects, while early genome-editing data suggest the potential for durable ANGPTL3 suppression. Modulation of the ANGPTL-lipoprotein lipase axis is a novel strategy to address residual atherosclerotic risk beyond traditional LDL receptor-dependent therapies. ANGPTL3 inhibitors have been practice-changing in HoFH, and more broadly, ANGPTL-directed therapies hold promise for patients with mixed dyslipidemia to mitigate cardiovascular risk.

Open article ↗



2026-07-01 | Lipoprotein apheresis: From familial hypercholesterolemia and elevated lipoprotein(a) to emerging roles in peripheral arterial and renal disease.

Lipoprotein apheresis (LA) achieves acute reductions of 60-80% in LDL cholesterol and lipoprotein(a) [Lp(a)] through extracorporeal removal of apolipoprotein B-containing particles, and remains the cornerstone of treatment for homozygous familial hypercholesterolemia and severe heterozygous FH refractory to pharmacotherapy. Registry data, including more than 11 years of follow-up from the German Lipoprotein Apheresis Registry, document consistent reductions in major adverse cardiovascular events across all principal indications, though randomized controlled trial evidence is absent. The introduction of PCSK9 inhibitors and inclisiran has progressively reduced apheresis utilization for LDL-centric management, while potent RNA-based Lp(a)-lowering agents (pelacarsen, olpasiran, lepodisiran) in late-stage development may further reshape the field. Beyond traditional cardiovascular indications, accumulating observational evidence supports LA in peripheral arterial disease through pleiotropic rheologic and anti-inflammatory mechanisms, and in steroid-resistant focal segmental glomerulosclerosis through oxidized LDL clearance and podocyte rescue. This review synthesizes current evidence across cardiovascular, peripheral vascular, and renal indications, compares apheresis modalities, examines integration with emerging pharmacotherapies, and proposes a three-part trajectory for LA: progressive contraction in LDL-centric use, a persisting role in Lp(a)-driven disease until RNA-based agents demonstrate outcome benefit, and a mechanistically grounded but evidence-limited niche in selected pleiotropic vascular and renal phenotypes.

Open article ↗



2026-06-25 | A de novo LDLR mutation in severe familial hypercholesterolemia: case report, functional characterization, and a personalized gene correction strategy exploration.

Familial hypercholesterolemia (FH) is a genetic disorder of lipid metabolism characterized by elevated plasma low-density lipoprotein resulting in cardiovascular disease (CVD). The harmful mutations of LDLR are the main cause of FH. Especially, there is no effective treatment options for homozygous FH (HoFH) patients. Numerous FH cases have been reported, but most mutations remain unvalidated and lack gene correction studies. The study aims to assess the pathogenicity of a novel mutation, LDLR c.331C>T (p.Gln111Ter), and seek its gene correction strategy. The study systematically evaluated a female HoFH patient and her family. Using CRISPR/Cas9 technology, a Huh7 cell line carrying the point mutation was constructed. The impact of this mutation on LDLR protein expression was confirmed by qPCR, Western blot (WB), and immunofluorescence. A high-fidelity gene correction system targeting the LDLR c.331C>T point mutation was established based on the prime editing (PE) technology. The HoFH patient exhibited a biallelic LDLR mutation comprising an LDLR c.1693_1696 del GGCA inherited from her mather and a de novo LDLR c.331C>T (p.Gln111Ter) mutation. In vitro validation indicated that the mutation impaired normal LDLR protein expression, and the candidate gene editing system achieved approximately 98% correction efficiency. LDLR c.331C>T is a likely pathogenic mutation, which canbe precisely corrected by PE technology. The study expands the spectrum of likely pathogenic mutations in FH and holds promise for personalized, precise gene therapy through customized therapeutic systems, potentially alleviating or curing HoFH-a current challenge in conventional clinical management.

Open article ↗



2026-07-12 | The Angiopoietin-like Protein (ANGPTL) Axis in Dyslipidemia: Mechanisms, Cardiovascular Risk, and Emerging Therapies.

The angiopoietin-like protein (ANGPTL) 3-4-8 axis has emerged as a central regulator of lipoprotein lipase and lipid metabolism. This review examines the mechanistic basis of ANGPTL pathway modulation and therapeutic implications for cardiovascular risk reduction across diverse phenotypes of dyslipidemia. Genetic studies demonstrate that loss-of-function variants in ANGPTL3 and ANGPTL4 are associated with lower triglycerides and decreased coronary artery disease risk. Pharmacologic inhibition of ANGPTL3 with monoclonal antibodies and RNA-based therapies reduces triglycerides, remnant cholesterol, low-density lipoprotein cholesterol (LDL-C), and apolipoprotein B (apoB) through mechanisms predominantly independent of the LDL receptor. Clinical trials with ANGPTL3 inhibitors have demonstrated marked LDL-C reductions in patients with homozygous familial hypercholesterolemia (HoFH), as well as broad lipid-lowering effects in patients with mixed dyslipidemia. Emerging strategies targeting the ANGPTL3/8 complex and ANGPTL4 further refine lipid-lowering effects, while early genome-editing data suggest the potential for durable ANGPTL3 suppression. Modulation of the ANGPTL-lipoprotein lipase axis is a novel strategy to address residual atherosclerotic risk beyond traditional LDL receptor-dependent therapies. ANGPTL3 inhibitors have been practice-changing in HoFH, and more broadly, ANGPTL-directed therapies hold promise for patients with mixed dyslipidemia to mitigate cardiovascular risk.

Open article ↗



2026-07-01 | Lipoprotein apheresis: From familial hypercholesterolemia and elevated lipoprotein(a) to emerging roles in peripheral arterial and renal disease.

Lipoprotein apheresis (LA) achieves acute reductions of 60-80% in LDL cholesterol and lipoprotein(a) [Lp(a)] through extracorporeal removal of apolipoprotein B-containing particles, and remains the cornerstone of treatment for homozygous familial hypercholesterolemia and severe heterozygous FH refractory to pharmacotherapy. Registry data, including more than 11 years of follow-up from the German Lipoprotein Apheresis Registry, document consistent reductions in major adverse cardiovascular events across all principal indications, though randomized controlled trial evidence is absent. The introduction of PCSK9 inhibitors and inclisiran has progressively reduced apheresis utilization for LDL-centric management, while potent RNA-based Lp(a)-lowering agents (pelacarsen, olpasiran, lepodisiran) in late-stage development may further reshape the field. Beyond traditional cardiovascular indications, accumulating observational evidence supports LA in peripheral arterial disease through pleiotropic rheologic and anti-inflammatory mechanisms, and in steroid-resistant focal segmental glomerulosclerosis through oxidized LDL clearance and podocyte rescue. This review synthesizes current evidence across cardiovascular, peripheral vascular, and renal indications, compares apheresis modalities, examines integration with emerging pharmacotherapies, and proposes a three-part trajectory for LA: progressive contraction in LDL-centric use, a persisting role in Lp(a)-driven disease until RNA-based agents demonstrate outcome benefit, and a mechanistically grounded but evidence-limited niche in selected pleiotropic vascular and renal phenotypes.

Open article ↗



2026-06-25 | A de novo LDLR mutation in severe familial hypercholesterolemia: case report, functional characterization, and a personalized gene correction strategy exploration.

Familial hypercholesterolemia (FH) is a genetic disorder of lipid metabolism characterized by elevated plasma low-density lipoprotein resulting in cardiovascular disease (CVD). The harmful mutations of LDLR are the main cause of FH. Especially, there is no effective treatment options for homozygous FH (HoFH) patients. Numerous FH cases have been reported, but most mutations remain unvalidated and lack gene correction studies. The study aims to assess the pathogenicity of a novel mutation, LDLR c.331C>T (p.Gln111Ter), and seek its gene correction strategy. The study systematically evaluated a female HoFH patient and her family. Using CRISPR/Cas9 technology, a Huh7 cell line carrying the point mutation was constructed. The impact of this mutation on LDLR protein expression was confirmed by qPCR, Western blot (WB), and immunofluorescence. A high-fidelity gene correction system targeting the LDLR c.331C>T point mutation was established based on the prime editing (PE) technology. The HoFH patient exhibited a biallelic LDLR mutation comprising an LDLR c.1693_1696 del GGCA inherited from her mather and a de novo LDLR c.331C>T (p.Gln111Ter) mutation. In vitro validation indicated that the mutation impaired normal LDLR protein expression, and the candidate gene editing system achieved approximately 98% correction efficiency. LDLR c.331C>T is a likely pathogenic mutation, which canbe precisely corrected by PE technology. The study expands the spectrum of likely pathogenic mutations in FH and holds promise for personalized, precise gene therapy through customized therapeutic systems, potentially alleviating or curing HoFH-a current challenge in conventional clinical management.

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

18 orphan drug designations for Homozygous familial hypercholesterolemia, including 7 approved therapies.

18 orphan drug designations for Homozygous familial hypercholesterolemia, including 7 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant adeno-associated virus serotype 8 vector encoding human low-density lipoprotein receptor

gene therapies

FDA

2025-08-14

NGGT INC.

mRNA encoding the cholesterol degrading platform (CDP) fusion protein

RNAs

FDA

2025-05-15

Repair Biotechnologies, Inc.

bempedoic acid

small molecules

FDA

2021-04-05

Esperion Therapeutics, Inc.

Double stranded oligomer RNA interference-based liver targeted therapeutic directed against the ANGPTL3 gene

oligonucleotides

FDA

2019-07-15

Arrowhead Pharmaceuticals, Inc.

inclisiran [Leqvio]

RNAs

FDA

2018-01-22

2026-02-12

Novartis Pharmaceuticals Corporation

apolipoprotein E mimetic peptide (AEM-28(R)-14)

proteins

FDA

2017-08-07

LipimetiX Development, LLC

alirocumab [Praluent]

antibodies

FDA

2017-06-15

2021-04-01

Regeneron Pharmaceuticals, Inc.

evinacumab-dgnb [Evkeeza]

antibodies

FDA

2016-02-08

2021-02-11

Regeneron Pharmaceuticals, Inc.

2-[4-[[(2R)-2-ethoxy-3-[4-(trifluoromethyl)phenoxy]propyl]thio]-2-methylphenoxy]acetic acid (1:1) lysine dihydrate

small molecules

FDA

2015-03-18

Gilead Sciences, Inc.

rosuvastatin [Crestor]

small molecules

FDA

2014-02-14

2016-05-27

iPR Pharmaceuticals, Inc.

gemcabene

small molecules

FDA

2014-02-06

MetaVia, Inc.

evolocumab [Repatha]

antibodies

FDA

2013-09-12

2015-08-27

Amgen Inc.

apolipoprotein E mimetic peptide

peptides

FDA

2012-12-03

LipimetiX Development, LLC

Adeno-Associated Viral Vector Expressing Low-Density Lipoprotein Receptor

gene therapies

FDA

2012-01-31

ReGenX Biosciences LLC

lomitapide [Juxtapid]

small molecules

FDA

2007-10-23

2012-12-21

Chiesi Farmaceutici S.p.A.

mipomersen [KYNAMRO]

oligonucleotides

FDA

2006-05-23

2013-01-29

Kastle Therapeutics, LLC

Implitapide

small molecules

FDA

2004-08-13

Medical Research Laboratories International

Sodium dichloroacetate

small molecules

FDA

1990-06-11

Stacpoole, Peter W. M.D., Ph.D.

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.

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.