AI Drug Discovery for Pharma and Biotech

Drug discovery

9

drugs

With orphan designations

Overview

Idiopathic Inflammatory Myopathy (IIM) comprises a group of rare, heterogeneous autoimmune disorders characterized by chronic muscle inflammation and systemic involvement (e.g., skin, lungs, heart). Key subtypes include dermatomyositis, polymyositis, inclusion body myositis (IBM), antisynthetase syndrome, and immune-mediated necrotizing myopathy. Diagnosis hinges on clinical findings (progressive weakness, extramuscular manifestations), elevated muscle enzymes, serologic markers (myositis-specific autoantibodies), and imaging/biopsy. Early intervention is critical to mitigate irreversible damage and mortality from malignancy or cardiopulmonary complications [1][5][12].

Population

  • Incidence: 0.2–2.0 per 100,000 person-years; prevalence: 2–25 per 100,000 [6][10][16].

  • Demographics: Peaks in adults (45–60 years) and children (5–15 years); predominates in females (2:1 ratio), except IBM (male predominance) [9][12].

  • Risk factors: Ethnic disparities (higher incidence in Black and Asian populations vs. White) [2][13].

Burden

  • Mortality: Standardized mortality ratio 5.1 (up to 7.9 with ILD); malignancy, respiratory, and cardiovascular causes dominate [2][6][16].

  • Economic impact: Annual costs 3–5× higher vs. general population, driven by hospitalizations, outpatient care, and productivity loss [4].

  • Caregiver burden: Severe in IBM (33% report moderate-severe strain) due to chronic disability and slow progression [8][12].

Therapies

  • First-line: High-dose corticosteroids + steroid-sparing agents (methotrexate, azathioprine) [3][11][17].

  • Refractory/ILD: Biologics (rituximab), calcineurin inhibitors (tacrolimus), IV immunoglobulin, or JAK inhibitors [3][11][14].

  • IBM: Largely treatment-resistant; focus on physical therapy, dysphagia management, and fall prevention [7][15].

Categories: rare neurological diseases, rare systemic and rheumatological diseases

Research Papers

849 drug discovery papers about Idiopathic inflammatory myopathy, with 2 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

849 drug discovery papers about Idiopathic inflammatory myopathy, with 2 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-17 | Successful corticosteroid-free management of anti-HMG-CoA reductase immune-mediated necrotizing myopathy with subcutaneous immunoglobulins monotherapy: a case report.

Given the high rate of cardiovascular comorbidities in anti-HMG-CoA reductase (HMGCR)-immune-mediated necrotizing myopathy (IMNM), a glucocorticosteroids (GC)-free treatment approach remains an appealing strategy. While intravenous immunoglobulins (IVIg) represents an effective therapy in most subgroups of idiopathic inflammatory myositis (IIM), there remains limited evidence supporting the use subcutaneous immunoglobulins (SCIg), a potentially safer, more convenient and cost-effective alternative. We present a case of a 68-year-old male of European descent with a 2-year history of progressive proximal bilateral lower extremity weakness. He had been treated for his dyslipidemia with atorvastatin for 2 years, then with rosuvastatin for 2 additional years until discontinued a year before our assessment. His other comorbidities included hypertension and diabetes mellitus type II. Physical examination demonstrated proximal weakness of his bilateral hip flexors and deltoids, and no rash. His creatine kinase (CK) was elevated at 1644 IU/L. Electromyography revealed a generalized myopathic disorder with proximal predominance and muscle biopsy of the right quadriceps showed typical findings of an IMNM. Serum HMG-CoA reductase antibody was positive. Due to accumulating evidence supporting the effectiveness of IVIg in anti-HMGCR-IMNM, even without concomitant GC or other immunosuppressive agent, we opted for a GC-free approach through shared-decision making in light of patient's preference regarding potential GC side effects with his comorbidities. As he lived a considerable distance from any center, where IVIg infusions could be offered, and given the patient was unable to drive himself due to his symptoms we opted for SCIg (0.5 g/kg/week). Within 1 month, his CK decreased and weakness resolved. SCIg monotherapy was tapered over 3 years and this patient remains in remission 7 years after SCIg initiation. The patient did not have any adverse effects related to SCIg use. To our knowledge, this is the first case report describing a successful corticosteroid-free management of anti-HMGCR immune-mediated necrotizing myopathy using SCIg as monotherapy. This case highlights the potential for steroids-free induction and maintenance strategies in IMNM. Larger studies are required to confirm the effectiveness and safety of SCIg in IMNM and other subtypes of IIM, and to provide guidelines for dosing recommendations.

Open article ↗



2026-06-04 | Role of myositis autoantibodies in diagnosing interstitial lung disease in patients with idiopathic inflammatory myopathies: a retrospective analysis

Background Idiopathic inflammatory myopathies (IIMs) are frequently complicated by interstitial lung disease (ILD). The independent clinical significance of myositis autoantibody positivity remains incompletely defined.Methods We performed a retrospective cohort study of patients undergoing myositis autoantibody testing at a single tertiary center (1997–2022). Multivariable logistic regression assessed the association between antibody positivity and ILD. Subgroup analyses evaluated clinical phenotypes and radiologic patterns.Results Among 1,034 patients included in the analysis, 359 (34.7%) were positive for at least one myositis autoantibody and 365 (35.5%) had ILD. Antibody-positive patients were younger, more frequently female, and had a higher prevalence of ILD compared to antibody-negative patients (41.2% vs 32.2%, p < 0.01).Myositis antibody positivity was independently associated with ILD (adjusted OR 1.78, 95% CI 1.33–2.37, p < 0.001). Increasing age, higher BMI, former smoking status, and Asian ethnicity were also associated with ILD. Among patients with ILD, antibody-positive individuals had a higher prevalence of systemic autoimmune features, including Raynaud’s phenomenon, arthritis, and mechanic’s hands, as well as higher inflammatory markers and more impaired pulmonary function.Conclusion Myositis autoantibody positivity is independently associated with ILD and identifies a distinct clinical phenotype. These findings should be interpreted in the context of the study’s retrospective, single-center design.

Open article ↗



2026-05-30 | The role of B cells in idiopathic inflammatory myopathies

Idiopathic inflammatory myopathies are a heterogeneous group of autoimmune disorders characterized by skeletal muscle inflammation and systemic immune activation. Although traditionally viewed as T cell-driven diseases, recent evidence suggests that B lymphocytes may also contribute to disease mechanisms through both antibody-dependent and noncanonical pathways. Beyond their role in autoantibody production, B cells might influence immune regulation by modulating cytokine networks, presenting antigens, and interacting with T cells and stromal elements within inflamed tissues. These findings have prompted renewed interest in understanding B cell heterogeneity and its possible impact on the initiation and maintenance of chronic inflammation in idiopathic inflammatory myopathies. However, the exact contribution of these cells to tissue damage and clinical variability remains uncertain. Advances in high-dimensional cytometry, transcriptomics, and tissue profiling are beginning to delineate distinct B cell signatures associated with disease activity, yet the causal links to pathogenesis remain unclear. The observed clinical benefit of B cell-depleting therapies, though variable among patients, reinforces their potential relevance while underscoring the complexity of immune interactions in idiopathic inflammatory myopathies. This review aims to synthesize current knowledge on B cells in idiopathic inflammatory myopathies and to discuss how emerging mechanistic insights could refine our understanding of disease heterogeneity and guide future therapeutic approaches.

Open article ↗



2026-06-17 | Successful corticosteroid-free management of anti-HMG-CoA reductase immune-mediated necrotizing myopathy with subcutaneous immunoglobulins monotherapy: a case report.

Given the high rate of cardiovascular comorbidities in anti-HMG-CoA reductase (HMGCR)-immune-mediated necrotizing myopathy (IMNM), a glucocorticosteroids (GC)-free treatment approach remains an appealing strategy. While intravenous immunoglobulins (IVIg) represents an effective therapy in most subgroups of idiopathic inflammatory myositis (IIM), there remains limited evidence supporting the use subcutaneous immunoglobulins (SCIg), a potentially safer, more convenient and cost-effective alternative. We present a case of a 68-year-old male of European descent with a 2-year history of progressive proximal bilateral lower extremity weakness. He had been treated for his dyslipidemia with atorvastatin for 2 years, then with rosuvastatin for 2 additional years until discontinued a year before our assessment. His other comorbidities included hypertension and diabetes mellitus type II. Physical examination demonstrated proximal weakness of his bilateral hip flexors and deltoids, and no rash. His creatine kinase (CK) was elevated at 1644 IU/L. Electromyography revealed a generalized myopathic disorder with proximal predominance and muscle biopsy of the right quadriceps showed typical findings of an IMNM. Serum HMG-CoA reductase antibody was positive. Due to accumulating evidence supporting the effectiveness of IVIg in anti-HMGCR-IMNM, even without concomitant GC or other immunosuppressive agent, we opted for a GC-free approach through shared-decision making in light of patient's preference regarding potential GC side effects with his comorbidities. As he lived a considerable distance from any center, where IVIg infusions could be offered, and given the patient was unable to drive himself due to his symptoms we opted for SCIg (0.5 g/kg/week). Within 1 month, his CK decreased and weakness resolved. SCIg monotherapy was tapered over 3 years and this patient remains in remission 7 years after SCIg initiation. The patient did not have any adverse effects related to SCIg use. To our knowledge, this is the first case report describing a successful corticosteroid-free management of anti-HMGCR immune-mediated necrotizing myopathy using SCIg as monotherapy. This case highlights the potential for steroids-free induction and maintenance strategies in IMNM. Larger studies are required to confirm the effectiveness and safety of SCIg in IMNM and other subtypes of IIM, and to provide guidelines for dosing recommendations.

Open article ↗



2026-06-04 | Role of myositis autoantibodies in diagnosing interstitial lung disease in patients with idiopathic inflammatory myopathies: a retrospective analysis

Background Idiopathic inflammatory myopathies (IIMs) are frequently complicated by interstitial lung disease (ILD). The independent clinical significance of myositis autoantibody positivity remains incompletely defined.Methods We performed a retrospective cohort study of patients undergoing myositis autoantibody testing at a single tertiary center (1997–2022). Multivariable logistic regression assessed the association between antibody positivity and ILD. Subgroup analyses evaluated clinical phenotypes and radiologic patterns.Results Among 1,034 patients included in the analysis, 359 (34.7%) were positive for at least one myositis autoantibody and 365 (35.5%) had ILD. Antibody-positive patients were younger, more frequently female, and had a higher prevalence of ILD compared to antibody-negative patients (41.2% vs 32.2%, p < 0.01).Myositis antibody positivity was independently associated with ILD (adjusted OR 1.78, 95% CI 1.33–2.37, p < 0.001). Increasing age, higher BMI, former smoking status, and Asian ethnicity were also associated with ILD. Among patients with ILD, antibody-positive individuals had a higher prevalence of systemic autoimmune features, including Raynaud’s phenomenon, arthritis, and mechanic’s hands, as well as higher inflammatory markers and more impaired pulmonary function.Conclusion Myositis autoantibody positivity is independently associated with ILD and identifies a distinct clinical phenotype. These findings should be interpreted in the context of the study’s retrospective, single-center design.

Open article ↗



2026-05-30 | The role of B cells in idiopathic inflammatory myopathies

Idiopathic inflammatory myopathies are a heterogeneous group of autoimmune disorders characterized by skeletal muscle inflammation and systemic immune activation. Although traditionally viewed as T cell-driven diseases, recent evidence suggests that B lymphocytes may also contribute to disease mechanisms through both antibody-dependent and noncanonical pathways. Beyond their role in autoantibody production, B cells might influence immune regulation by modulating cytokine networks, presenting antigens, and interacting with T cells and stromal elements within inflamed tissues. These findings have prompted renewed interest in understanding B cell heterogeneity and its possible impact on the initiation and maintenance of chronic inflammation in idiopathic inflammatory myopathies. However, the exact contribution of these cells to tissue damage and clinical variability remains uncertain. Advances in high-dimensional cytometry, transcriptomics, and tissue profiling are beginning to delineate distinct B cell signatures associated with disease activity, yet the causal links to pathogenesis remain unclear. The observed clinical benefit of B cell-depleting therapies, though variable among patients, reinforces their potential relevance while underscoring the complexity of immune interactions in idiopathic inflammatory myopathies. This review aims to synthesize current knowledge on B cells in idiopathic inflammatory myopathies and to discuss how emerging mechanistic insights could refine our understanding of disease heterogeneity and guide future therapeutic approaches.

Open article ↗



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Drug Discovery Landscape

9 orphan drug designations for Idiopathic inflammatory myopathy.

9 orphan drug designations for Idiopathic inflammatory myopathy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Brepocitinib

small molecules

EMA

2025-08-22

Scendea (NL) B.V.

efgartigimod coformulated with recombinant human hyaluronidase PH20

antibodies

FDA

2025-08-20

argenx BV

Resecabtagene autoleucel

cell therapies

EMA

2025-07-18

Cabaletta Bio (Germany) GmbH

rituximab

antibodies

FDA

2025-06-03

ODDIFACT SAS

umbilical cord lining stem cell (ULSC)

cell therapies

FDA

2024-10-17

Restem LLC

autologous anti-CD19 chimeric antibody receptor T cells designed to deplete CD19+ B cells

cell therapies

FDA

2024-01-31

Cabaletta Bio, Inc

anifrolumab

antibodies

FDA

2022-12-14

AstraZeneca Pharmaceuticals LP

abatacept

proteins

FDA

2017-02-22

Bristol-Myers Squibb Research & Development

human gammaglobulin

antibodies

FDA

2003-11-14

Latona Life Sciences, Inc.

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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.