AI Drug Discovery for Pharma and Biotech

Drug discovery

14

drugs

With orphan designations

Overview

C3 glomerulopathy (C3G) is a rare complement dysregulation disorder driven by alternative pathway overactivation, characterized by C3 protein deposition in glomeruli. It encompasses dense deposit disease (DDD) and C3 glomerulonephritis (C3GN), diagnosed via kidney biopsy. Chronic progression leads to kidney damage in ~50% of patients within 10 years, with high recurrence rates post-transplant. No disease-modifying therapies exist, necessitating supportive care and targeted clinical trials [1][3][9].

Population

  • Incidence: 0.5-3 cases/million; point prevalence 14-40/million in the US [2][4][15]

  • Bimodal age distribution: peaks in children/young adults (mean diagnosis: 23 years) but occurs across ages [1][11][16]

  • Gender-neutral with global distribution; DDD accounts for ~33% of cases [4][7][12]

Burden

  • 50% progress to kidney failure within 10 years; 70% of pediatric cases reach ESRD [9][15][19]

  • 50% allograft loss within 10 years post-transplant due to recurrence [9][12][15]

  • Chronic fatigue, anxiety, and depression reported in 60% of patients [1][5][16]

Therapies

  • First-line: ACE inhibitors/ARBs for proteinuria; renoprotective measures (SGLT2 inhibitors, dietary sodium/protein restriction) [2][3][13]

  • Immunomodulation: Mycophenolate mofetil + glucocorticoids for moderate-severe disease (36-65% remission rate) [2][8][17]

  • Emerging therapies: Anti-C5 (eculizumab), factor B inhibitors (iptacopan), C3-targeted drugs (pegcetacoplan) in late-stage trials [3][9][17]

Categories: rare genetic diseases, rare renal diseases, rare transplant-related disorders

Research Papers

558 drug discovery papers related to C3 glomerulopathy, with 3 first-in-class and 39 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

558 drug discovery papers related to C3 glomerulopathy, with 3 first-in-class and 39 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | Complement System Inhibitors in Nephrology: A Comprehensive Review.

Background. The complement system plays a critical role in the pathogenesis of several kidney diseases. Dysregulation of complement activation, particularly of the alternative pathway, leads to kidney injury via thrombotic microangiopathy, immune complex deposition, and direct podocyte damage. Summary. Complement system inhibitors represent a paradigm shift in nephrology therapeutics, offering targeted treatment for diseases previously associated with poor outcomes. This review comprehensively examines the present landscape of complement inhibition in kidney disease, including established therapies and emerging agents. Terminal complement inhibitors (eculizumab and ravulizumab) have revolutionized the treatment of atypical haemolytic uremic syndrome, demonstrating remarkable improvements in renal outcomes and survival. Proximal pathway inhibitors targeting Factor B (Iptacopan) and C3 (pegcetacoplan) show promise in C3 glomerulopathy and IgA nephropathy, with recent phase 3 trials demonstrating significant proteinuria reduction. Additional applications include immune complex membranoproliferative glomerulonephritis and ANCA-associated vasculitis, in which complement activation contributes to disease pathogenesis. However, these agents present unique challenges, including infection risk, particularly meningococcal disease, cost considerations, and uncertainty regarding optimal treatment duration.

Open article ↗



2026-07-08 | Dataset related to article "Moss-derived recombinant Factor H, CPV-104, effectively antagonizes alternative pathway C3/C5 convertases stabilization by NeFs from patients with primary C3 glomerulopathy

This dataset contains the raw experimental data supporting the article "Moss-derived recombinant Factor H, CPV-104, effectively antagonizes alternative pathway C3/C5 convertases stabilization by NeFs from patients with primary C3 glomerulopathy", published in Frontiers in Immunology, 2026. The dataset includes the following files: Western blot raw data (Figure 1, Supplementary Figure S1, and Supplementary Table S1). Western blot raw data (Figure 2, Supplementary Figure S2, and Supplementary Table S2). ELISA C3a raw data (Figures 3A, 4A, and 4B). ELISA C3a raw data (sCR1 experiments). ELISA Ba raw data (Figures 3B, 4C, and 4D). The files contain the original experimental data underlying the figures and supplementary material reported in the associated publication.

Open article ↗



2026-07-03 | Pivotal Clinical Trials in C3 Glomerulopathy: answers and remaining uncertainties.

Complement 3 glomerulopathy (C3G) and primary immune complex-mediated membranoproliferative glomerulonephritis (IC-MPGN) are ultra-rare glomerular diseases driven by dysregulation of the complement system, most commonly involving the alternative pathway. Recent advances in the understanding of disease pathogenesis have enabled the development of targeted complement therapies. The publication of pivotal phase 3 trials evaluating proximal complement inhibitors -iptacopan, a selective factor B inhibitor, and pegcetacoplan, a C3 inhibitor- marks a turning point in the management of C3G and IC-MPGN. Both agents demonstrated clinically meaningful reductions in proteinuria and stabilization of kidney function, establishing proof of efficacy. Despite these advances, important uncertainties remain. Key unresolved issues include optimal patient selection, timing and duration of therapy, treatment sequencing, monitoring strategies, and long-term kidney outcomes. Conventional immunosuppressive approaches provide inconsistent benefit and do not directly address complement dysregulation, while validated biomarkers to guide complement blockade are lacking. Additional challenges relate to treatment discontinuation, management of special populations, and health-system implementation. This review critically appraises the evidence from recent pivotal trials, highlighting both their transformative impact and the questions they raise. We emphasize the need for long-term outcome studies, precision-based therapeutic strategies, and pragmatic real-world data. Ultimately, the challenge ahead is not whether complement inhibition is effective but how best to deploy these therapies to maximize durable benefit, minimize risk, and ensure equitable access.

Open article ↗



2026-07-09 | Complement System Inhibitors in Nephrology: A Comprehensive Review.

Background. The complement system plays a critical role in the pathogenesis of several kidney diseases. Dysregulation of complement activation, particularly of the alternative pathway, leads to kidney injury via thrombotic microangiopathy, immune complex deposition, and direct podocyte damage. Summary. Complement system inhibitors represent a paradigm shift in nephrology therapeutics, offering targeted treatment for diseases previously associated with poor outcomes. This review comprehensively examines the present landscape of complement inhibition in kidney disease, including established therapies and emerging agents. Terminal complement inhibitors (eculizumab and ravulizumab) have revolutionized the treatment of atypical haemolytic uremic syndrome, demonstrating remarkable improvements in renal outcomes and survival. Proximal pathway inhibitors targeting Factor B (Iptacopan) and C3 (pegcetacoplan) show promise in C3 glomerulopathy and IgA nephropathy, with recent phase 3 trials demonstrating significant proteinuria reduction. Additional applications include immune complex membranoproliferative glomerulonephritis and ANCA-associated vasculitis, in which complement activation contributes to disease pathogenesis. However, these agents present unique challenges, including infection risk, particularly meningococcal disease, cost considerations, and uncertainty regarding optimal treatment duration.

Open article ↗



2026-07-08 | Dataset related to article "Moss-derived recombinant Factor H, CPV-104, effectively antagonizes alternative pathway C3/C5 convertases stabilization by NeFs from patients with primary C3 glomerulopathy

This dataset contains the raw experimental data supporting the article "Moss-derived recombinant Factor H, CPV-104, effectively antagonizes alternative pathway C3/C5 convertases stabilization by NeFs from patients with primary C3 glomerulopathy", published in Frontiers in Immunology, 2026. The dataset includes the following files: Western blot raw data (Figure 1, Supplementary Figure S1, and Supplementary Table S1). Western blot raw data (Figure 2, Supplementary Figure S2, and Supplementary Table S2). ELISA C3a raw data (Figures 3A, 4A, and 4B). ELISA C3a raw data (sCR1 experiments). ELISA Ba raw data (Figures 3B, 4C, and 4D). The files contain the original experimental data underlying the figures and supplementary material reported in the associated publication.

Open article ↗



2026-07-03 | Pivotal Clinical Trials in C3 Glomerulopathy: answers and remaining uncertainties.

Complement 3 glomerulopathy (C3G) and primary immune complex-mediated membranoproliferative glomerulonephritis (IC-MPGN) are ultra-rare glomerular diseases driven by dysregulation of the complement system, most commonly involving the alternative pathway. Recent advances in the understanding of disease pathogenesis have enabled the development of targeted complement therapies. The publication of pivotal phase 3 trials evaluating proximal complement inhibitors -iptacopan, a selective factor B inhibitor, and pegcetacoplan, a C3 inhibitor- marks a turning point in the management of C3G and IC-MPGN. Both agents demonstrated clinically meaningful reductions in proteinuria and stabilization of kidney function, establishing proof of efficacy. Despite these advances, important uncertainties remain. Key unresolved issues include optimal patient selection, timing and duration of therapy, treatment sequencing, monitoring strategies, and long-term kidney outcomes. Conventional immunosuppressive approaches provide inconsistent benefit and do not directly address complement dysregulation, while validated biomarkers to guide complement blockade are lacking. Additional challenges relate to treatment discontinuation, management of special populations, and health-system implementation. This review critically appraises the evidence from recent pivotal trials, highlighting both their transformative impact and the questions they raise. We emphasize the need for long-term outcome studies, precision-based therapeutic strategies, and pragmatic real-world data. Ultimately, the challenge ahead is not whether complement inhibition is effective but how best to deploy these therapies to maximize durable benefit, minimize risk, and ensure equitable access.

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

14 orphan drug designations for C3 glomerulopathy, including 4 approved therapies.

14 orphan drug designations for C3 glomerulopathy, including 4 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

chemically synthesized double-stranded oligonucleotide directed against C3 messenger RNA

oligonucleotides

FDA

2025-10-16

Sanegene Bio USA Inc.

Complement factor H, human, recombinant

proteins

EMA

2024-06-28

Greenovation Biotech GmbH

synthetic double-strand small interfering ribonucleic acid (siRNA) oligonucleotide drug directed against C3 messenger RNA

RNAs

FDA

2022-11-22

Silence Therapeutics plc

Pegcetacoplan [ASPAVELI]

peptides

EMA

2022-11-10

2026-01-16

Swedish Orphan Biovitrum AB (publ)

iptacopan [Fabhalta]

small molecules

FDA

2020-05-18

2025-03-20

Novartis Pharmaceuticals Corporation

Poly(oxy-1,2-ethanediyl), alpha-hydro-omega-hydroxy-,15,15'-diester with N-acetyl-L-isoleucyl-L-cysteinyl-L-valyl-1-methyl-L-tryptophyl-L-glutaminyl-L-alpha-aspartyl-L-tryptophylglycyl-L-alanyl-L-histidyl-L-arginyl-L-cysteinyl-L-threonyl-2-[2-(2-aminoethoxy)ethoxy]acetyl-N6-carboxy-L-lysinamide cyclic (2.fwdarw.12)-(disulfide); where two identical synthetic peptide domains are covalently linked at the ends of the polyethylene glycol chain

peptides

EMA

2019-08-21

Swedish Orphan Biovitrum AB (publ)

pegcetacoplan [Empaveli]

peptides

FDA

2018-12-19

2025-07-28

Apellis Pharmaceuticals, Inc.

(4-{(2S,4S)-4-ethoxy-1-[(5-methoxy-7-methyl-1H-indol-4-yl)methyl]piperidin-2-yl}benzoic acid-hydrogen chloride(1/1)) [FABHALTA]

small molecules

EMA

2018-12-14

2025-04-01

Novartis Europharm Limited

Danicopan

small molecules

EMA

2018-03-21

Alexion Europe

(2S,4R)-1-(2-(3-acetyl-5-(2-methylpyrimidin-5-yl)-1H-indazol-1-yl)acetyl)-N-(6-bromopyridin-2-yl)-4-fluoropyrrolidine-2-carboxamide

small molecules

FDA

2017-12-14

Alexion Pharmaceuticals, Inc

Avacopan

small molecules

EMA

2017-06-20

Chemocentryx Ireland Limited

avacopan

small molecules

FDA

2017-03-20

ChemoCentryx, Inc.

S3,S13-cyclo(D-tyrolsyl-L-isoleucyl-L-cysteinyl-L-valyl-1-methyl-L-tryptophyl-L-glutaminyl-L-aspartyl-L-tryptophyl-N-methyl-L-glycyl-L-alanyl-L-histidyl-L-arginyl-L-cysteinyl-N-methyl-L-isoleucinamide)

peptides

EMA

2016-02-17

Amyndas Pharmaceuticals S.A.

S3,S13-cyclo(D-tyrolsyl-L-isoleucyl-L-cysteinyl-L-valyl-1-methyl-L-tryptophyl-L-glutaminyl-L-aspartyl-L-tryptophyl-N-methyl-L-glycyl-L-alanyl-L-histidyl-L-arginyl-L-cysteinyl-N-methyl-L-isoleucinamide

peptides

FDA

2015-11-16

Amyndas Pharmaceuticals S.A

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.