AI Drug Discovery for Pharma and Biotech

Drug discovery

1

drug

With orphan designation

Overview

Primary immunodeficiency (PI) encompasses over 450 genetic disorders impairing immune function, increasing susceptibility to infections, autoimmunity, and malignancy [1][6][18]. Diagnosis is often delayed due to variable presentations, leading to complications like organ damage and lymphoproliferative disorders [1][14]. Management involves infection prevention, immune modulation, and targeted therapies [3][6][8].

Population

  • Prevalence ranges from ~1:1,200 to 50.5/100,000, with rising rates linked to improved awareness [1][2][7].

  • Higher incidence in males (55-63% of cases) and pediatric populations [7][20]. B-cell defects (e.g., CVID, IgA deficiency) dominate diagnoses globally [7][15].

Burden

  • Recurrent infections drive chronic lung damage, hearing loss, and hospitalizations, with 63% of patients requiring inpatient care [6][7][11].

  • 22-30% develop autoimmune or lymphoproliferative complications [1][6].

  • Delayed diagnosis (9-15 years) amplifies morbidity and healthcare costs, with 70% of cases undiagnosed [14][19].

Therapies

  • Immunoglobulin replacement (IV/SC) for antibody deficiencies, used in 42.9% of patients with B-cell defects [6][8][16].

  • Antimicrobial prophylaxis (antibiotics, antifungals) tailored to immune defect profiles [3][16].

  • Curative approaches: Hematopoietic stem cell transplantation for severe cases (e.g., SCID) and emerging gene therapies targeting specific mutations [3][8][16].

Categories: rare genetic diseases, rare immunological diseases

Research Papers

2,122 drug discovery papers related to Primary immunodeficiency, with 6 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2,122 drug discovery papers related to Primary immunodeficiency, with 6 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-11 | Precision myeloablation with TDM-guided busulfan in pediatric primary immunodeficiencies: a real-world study of 28 patients.

Optimizing busulfan (Bu) exposure is critical for balancing engraftment and toxicity in pediatric patients with primary immunodeficiencies (PID) undergoing hematopoietic stem cell transplantation (HSCT). This study evaluates the outcomes of a therapeutic drug monitoring (TDM)-guided, personalized Bu/fludarabine (Flu) regimen. We retrospectively analyzed 28 pediatric PID patients [11 severe combined immunodeficiency (SCID) and 17 with non-SCID] who underwent first allogeneic HSCT (allo-HSCT) between March 2022 and September 2025. All patients received Flu (150-180 mg/m2) and TDM-guided Bu with target cumulative area under the curve (AUC) of 60-70 mg·h/L for SCID and 85-95 mg·h/L for non-SCID. Primary endpoints were overall survival (OS) and event-free survival (EFS). Secondary endpoints included engraftment, regimen-related toxicity (RRT), graft-versus-host disease (GVHD), and immune reconstitution. Only 11/28 patients (39.3%) achieved target AUC after the first Bu dose, confirming the necessity of TDM. With a median follow-up of 829.5 days [interquartile range (IQR), 376-1,046 days], 2-year OS and EFS were 96.42%. Sustained engraftment with complete or high-level donor chimerism was achieved in 96.42% of patients. Severe RRT was minimal: grade 3-4 mucositis (n=1, 3.5%) and definite veno-occlusive disease (VOD) (n=1). No grade 3-4 acute GVHD occurred. Chronic GVHD (cGVHD) occurred in 7/27 patients (25.9%), predominantly pulmonary-limited. Cytomegalovirus (CMV) reactivation occurred in 11 patients (39.2%) without CMV disease. All surviving patients discontinued immunoglobulin replacement within one year. A risk-adapted, TDM-guided Bu/Flu conditioning regimen achieves an optimal balance between efficacy and toxicity in pediatric PID HSCT. With a 2-year OS of 96.4%, minimal severe RRT, and universal intravenous immunoglobulin (IVIG) independence by 12 months, this precision myeloablative approach should be considered the preferred standard for this vulnerable population.

Open article ↗



2026-07-09 | TTC7A deficiency: A retrospective international study on treatment and outcomes from the Inborn Errors Working Party of EBMT.

Tetratricopeptide repeat domain 7A (TTC7A) deficiency is a primary immunodeficiency due to mutations in the TTC7A gene. It causes intestinal disease and a poorly characterized immunodeficiency, with poor long-term survival. We describe the clinical and immunological characteristics, management, and outcomes of an international cohort of patients with genetically confirmed TTC7A deficiency. Data from 61 patients from 13 countries were retrospectively analyzed. Overall survival was 64% (median follow-up 4.2 years), significantly higher in the inflammatory bowel disease than in the hereditary multiple intestinal atresia group (80 vs. 48%, P < 0.05). Infections represent the leading cause of death. Allogeneic stem cell transplantation was performed in 16 patients to correct the immunodeficiency but was associated with a significant transplant-related mortality (44%). Solid organ transplantation of the small bowel remains exceptionally rare (two patients). Malignancy/autoimmune disorders developed in 4 (6.5%) and 17 (28%) patients, respectively. TTC7A remains difficult to treat, and prognosis is dismal for affected patients. Further understanding of the disease mechanisms and development of innovative treatment approaches are required.

Open article ↗



2026-07-11 | Precision myeloablation with TDM-guided busulfan in pediatric primary immunodeficiencies: a real-world study of 28 patients.

Optimizing busulfan (Bu) exposure is critical for balancing engraftment and toxicity in pediatric patients with primary immunodeficiencies (PID) undergoing hematopoietic stem cell transplantation (HSCT). This study evaluates the outcomes of a therapeutic drug monitoring (TDM)-guided, personalized Bu/fludarabine (Flu) regimen. We retrospectively analyzed 28 pediatric PID patients [11 severe combined immunodeficiency (SCID) and 17 with non-SCID] who underwent first allogeneic HSCT (allo-HSCT) between March 2022 and September 2025. All patients received Flu (150-180 mg/m2) and TDM-guided Bu with target cumulative area under the curve (AUC) of 60-70 mg·h/L for SCID and 85-95 mg·h/L for non-SCID. Primary endpoints were overall survival (OS) and event-free survival (EFS). Secondary endpoints included engraftment, regimen-related toxicity (RRT), graft-versus-host disease (GVHD), and immune reconstitution. Only 11/28 patients (39.3%) achieved target AUC after the first Bu dose, confirming the necessity of TDM. With a median follow-up of 829.5 days [interquartile range (IQR), 376-1,046 days], 2-year OS and EFS were 96.42%. Sustained engraftment with complete or high-level donor chimerism was achieved in 96.42% of patients. Severe RRT was minimal: grade 3-4 mucositis (n=1, 3.5%) and definite veno-occlusive disease (VOD) (n=1). No grade 3-4 acute GVHD occurred. Chronic GVHD (cGVHD) occurred in 7/27 patients (25.9%), predominantly pulmonary-limited. Cytomegalovirus (CMV) reactivation occurred in 11 patients (39.2%) without CMV disease. All surviving patients discontinued immunoglobulin replacement within one year. A risk-adapted, TDM-guided Bu/Flu conditioning regimen achieves an optimal balance between efficacy and toxicity in pediatric PID HSCT. With a 2-year OS of 96.4%, minimal severe RRT, and universal intravenous immunoglobulin (IVIG) independence by 12 months, this precision myeloablative approach should be considered the preferred standard for this vulnerable population.

Open article ↗



2026-07-09 | TTC7A deficiency: A retrospective international study on treatment and outcomes from the Inborn Errors Working Party of EBMT.

Tetratricopeptide repeat domain 7A (TTC7A) deficiency is a primary immunodeficiency due to mutations in the TTC7A gene. It causes intestinal disease and a poorly characterized immunodeficiency, with poor long-term survival. We describe the clinical and immunological characteristics, management, and outcomes of an international cohort of patients with genetically confirmed TTC7A deficiency. Data from 61 patients from 13 countries were retrospectively analyzed. Overall survival was 64% (median follow-up 4.2 years), significantly higher in the inflammatory bowel disease than in the hereditary multiple intestinal atresia group (80 vs. 48%, P < 0.05). Infections represent the leading cause of death. Allogeneic stem cell transplantation was performed in 16 patients to correct the immunodeficiency but was associated with a significant transplant-related mortality (44%). Solid organ transplantation of the small bowel remains exceptionally rare (two patients). Malignancy/autoimmune disorders developed in 4 (6.5%) and 17 (28%) patients, respectively. TTC7A remains difficult to treat, and prognosis is dismal for affected patients. Further understanding of the disease mechanisms and development of innovative treatment approaches are required.

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

1 orphan drug designation for Primary immunodeficiency.

1 orphan drug designation for Primary immunodeficiency.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Immune Globulin Subcutaneous (Human)

proteins

FDA

2004-09-22

CSL Behring

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.