AI Drug Discovery for Pharma and Biotech

Drug discovery

5

drugs

With orphan designations

Overview

Diamond-Blackfan anemia (DBA) is a rare inherited bone marrow failure syndrome characterized by defective erythropoiesis, congenital anomalies (craniofacial, thumb, cardiac), and increased cancer risk. Caused by mutations in ribosomal protein genes (RPS19, RPL5, etc.), it typically presents with macrocytic anemia in infancy. Autosomal dominant inheritance occurs in 45% of cases, while 55% arise from de novo mutations. Diagnosis requires exclusion of acquired causes and genetic testing [1][6][12].

Population

  • Incidence: 5–7 per million live births (~25–35 annual U.S. cases) [1][14][20]

  • Equal sex distribution; 50% exhibit congenital anomalies (cardiac defects in 14.9%) [2][9][18]

  • Median diagnosis age: 3–4 months; non-classical forms may emerge later [6][14][15]

Burden

  • Chronic anemia requiring lifelong monitoring; 31% remain transfusion-dependent [8][13][16]

  • 25% mortality by age 50 from complications (iron overload, leukemia, or HSCT-related risks) [10][16]

  • Increased cancer predisposition (AML, osteosarcoma) and endocrine/metabolic disorders [1][4][12]

Therapies

  • First-line: Corticosteroids (80% initial response; long-term adverse effects limit use) [3][8][17]

  • Transfusion-dependent: Chronic red cell transfusions with iron chelation (deferasirox/deferoxamine) [8][13][16]

  • Definitive cure: HLA-matched hematopoietic stem cell transplantation (HSCT; >90% survival in children) [6][13][17]

Categories: rare developmental anomalies during embryogenesis, rare genetic diseases, rare hematological diseases, rare inborn errors of metabolism, rare neoplastic diseases, rare neurological diseases, rare otorhinolaryngological diseases, rare surgical maxillo-facial diseases, rare transplant-related disorders

Research Papers

390 drug discovery papers related to Diamond-Blackfan anemia, with 3 first-in-class and 1 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

390 drug discovery papers related to Diamond-Blackfan anemia, with 3 first-in-class and 1 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | [Inherited bone marrow failure syndromes].

Diamond-Blackfan anemia (DBA) is a classic example of an inherited bone marrow failure syndrome in the category of erythrocyte diseases. DBA mainly occurs due to ribosome dysfunction. In the peripheral blood, reticulocytes are reduced, and in the bone marrow, only erythroid cells are markedly reduced. DBA primarily develops in infants and is often caused by heterozygous allele mutations in ribosomal protein genes. Activation of p53, translation dysfunction, inflammatory signals, and imbalance of hemoglobin/heme synthesis have been shown to contribute to impaired erythropoiesis and decreased red blood cell production. Patients with DBA are primarily treated with steroids; however, half of these patients eventually become unresponsive to long-term steroid treatment and become transfusion-dependent. Hematopoietic cell transplantation is currently the only curative treatment. Recent advances in gene therapy using lentiviral vectors have shown potential in promoting normal hematopoiesis in the treatment of RPS19-deficient DBA.

Open article ↗



2026-06-30 | Factors determining successful allogeneic hematopoietic stem cell transplantation in children with inherited bone marrow failure syndromes

Introduction. Inherited bone marrow failure syndromes (IBMFS) constitute a heterogeneous group of rare genetic disorders associated with impaired hematopoiesis, congenital anomalies, and a high risk of transformation to myelodysplastic syndrome and acute myeloid leukemia. Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is a curative treatment for IBMFS. Aim: to identify factors determining the efficacy of allo-HSCT in pediatric patients with IBMFS. Materials and methods. This study analyzed data from 61 patients with IBMFS who had undergone allo-HSCT between 2005 and 2025 at the R.M. Gorbacheva Research Institute of Pediatric Oncology, Hematology and Transplantation. Results. The median follow-up was 24 months. The overall survival (OS) at 1, 3, and 5 years post-transplantation was 88%, 85%, and 81%, respectively. The lowest 5-year OS was observed in the Fanconi anemia (47%) and Diamond–Blackfan anemia (86%) groups, whereas in the patients with other IBMFS the 5-year OS reached 100% (p = 0.003). Factors associated with improved survival included age younger than 5 years at transplantation (100% vs. 68%; p = 0.009), the use of myeloablative conditioning regimens (100% vs. 64.5%; p = 0.002), the use of post-transplant cyclophosphamide (PTCy) for graft-versus-host disease (GVHD) prophylaxis (100% vs. 67%; p = 0.02), and successful engraftment (88% vs. 33%; p = 0.002). GVHD prophylaxis regimens without calcineurin inhibitors were associated with a lower incidence of grade II–IV acute GVHD (11% vs. 44%; p = 0.03) and a reduced need for switching immunosuppression (5% vs. 35%; p = 0.02). Donor type and degree of HLA matching did not significantly affect survival. Conclusion. Allo-HSCT is a highly effective treatment for children with IBMFS, providing a 5-year OS of 81%. The best outcomes are achieved with allo-HSCT performed at an early age (under 5 years), the use of myeloablative conditioning regimens (when not contraindicated), and with the addition of PTCy to GVHD prophylaxis. The lowest survival was observed in the patients with Fanconi anemia, highlighting the need for further refinement of treatment protocols for this patient group. PTCy-based GVHD prophylaxis regimens without calcineurin inhibitors reduce the incidence of acute GVHD and improve the tolerability of immunosuppression.

Open article ↗



2026-06-30 | Recovery of erythropoiesis in Diamond–Blackfan anemia using eltrombopag in a cellular model: interim study results

Introduction. Diamond–Blackfan anemia (DBA) is a rare congenital bone marrow failure syndrome classified as a ribosomopathy and characterized by selective aplasia of the erythroid lineage. Despite advances in understanding its pathogenesis, treatment options are still limited, and a significant proportion of patients remain transfusion-dependent. Aim: to evaluate the effect of eltrombopag on the colony-forming potential of bone marrow erythroid progenitors in DBA patients in vitro. Materials and methods. The study included 10 patients with genetically confirmed DBA and 7 healthy donors. Bone marrow mononuclear cells were cultured in a methylcellulose medium supplemented with eltrombopag at concentrations of 13 and 26 μg/mL. Results. In vitro, the addition of eltrombopag to bone marrow cell cultures from the patients with DBA resulted in a significant increase in the number of erythroid colonies compared to control cultures without the drug. For early erythroid progenitors, a statistically significant increase in the number of colonies was observed. Conclusion. These interim results suggest that eltrombopag may be considered a potential stimulator of erythropoiesis in DBA and support the need for further research in larger cohorts in order to clarify the clinical significance of the observed effects.

Open article ↗



2026-07-09 | [Inherited bone marrow failure syndromes].

Diamond-Blackfan anemia (DBA) is a classic example of an inherited bone marrow failure syndrome in the category of erythrocyte diseases. DBA mainly occurs due to ribosome dysfunction. In the peripheral blood, reticulocytes are reduced, and in the bone marrow, only erythroid cells are markedly reduced. DBA primarily develops in infants and is often caused by heterozygous allele mutations in ribosomal protein genes. Activation of p53, translation dysfunction, inflammatory signals, and imbalance of hemoglobin/heme synthesis have been shown to contribute to impaired erythropoiesis and decreased red blood cell production. Patients with DBA are primarily treated with steroids; however, half of these patients eventually become unresponsive to long-term steroid treatment and become transfusion-dependent. Hematopoietic cell transplantation is currently the only curative treatment. Recent advances in gene therapy using lentiviral vectors have shown potential in promoting normal hematopoiesis in the treatment of RPS19-deficient DBA.

Open article ↗



2026-06-30 | Factors determining successful allogeneic hematopoietic stem cell transplantation in children with inherited bone marrow failure syndromes

Introduction. Inherited bone marrow failure syndromes (IBMFS) constitute a heterogeneous group of rare genetic disorders associated with impaired hematopoiesis, congenital anomalies, and a high risk of transformation to myelodysplastic syndrome and acute myeloid leukemia. Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is a curative treatment for IBMFS. Aim: to identify factors determining the efficacy of allo-HSCT in pediatric patients with IBMFS. Materials and methods. This study analyzed data from 61 patients with IBMFS who had undergone allo-HSCT between 2005 and 2025 at the R.M. Gorbacheva Research Institute of Pediatric Oncology, Hematology and Transplantation. Results. The median follow-up was 24 months. The overall survival (OS) at 1, 3, and 5 years post-transplantation was 88%, 85%, and 81%, respectively. The lowest 5-year OS was observed in the Fanconi anemia (47%) and Diamond–Blackfan anemia (86%) groups, whereas in the patients with other IBMFS the 5-year OS reached 100% (p = 0.003). Factors associated with improved survival included age younger than 5 years at transplantation (100% vs. 68%; p = 0.009), the use of myeloablative conditioning regimens (100% vs. 64.5%; p = 0.002), the use of post-transplant cyclophosphamide (PTCy) for graft-versus-host disease (GVHD) prophylaxis (100% vs. 67%; p = 0.02), and successful engraftment (88% vs. 33%; p = 0.002). GVHD prophylaxis regimens without calcineurin inhibitors were associated with a lower incidence of grade II–IV acute GVHD (11% vs. 44%; p = 0.03) and a reduced need for switching immunosuppression (5% vs. 35%; p = 0.02). Donor type and degree of HLA matching did not significantly affect survival. Conclusion. Allo-HSCT is a highly effective treatment for children with IBMFS, providing a 5-year OS of 81%. The best outcomes are achieved with allo-HSCT performed at an early age (under 5 years), the use of myeloablative conditioning regimens (when not contraindicated), and with the addition of PTCy to GVHD prophylaxis. The lowest survival was observed in the patients with Fanconi anemia, highlighting the need for further refinement of treatment protocols for this patient group. PTCy-based GVHD prophylaxis regimens without calcineurin inhibitors reduce the incidence of acute GVHD and improve the tolerability of immunosuppression.

Open article ↗



2026-06-30 | Recovery of erythropoiesis in Diamond–Blackfan anemia using eltrombopag in a cellular model: interim study results

Introduction. Diamond–Blackfan anemia (DBA) is a rare congenital bone marrow failure syndrome classified as a ribosomopathy and characterized by selective aplasia of the erythroid lineage. Despite advances in understanding its pathogenesis, treatment options are still limited, and a significant proportion of patients remain transfusion-dependent. Aim: to evaluate the effect of eltrombopag on the colony-forming potential of bone marrow erythroid progenitors in DBA patients in vitro. Materials and methods. The study included 10 patients with genetically confirmed DBA and 7 healthy donors. Bone marrow mononuclear cells were cultured in a methylcellulose medium supplemented with eltrombopag at concentrations of 13 and 26 μg/mL. Results. In vitro, the addition of eltrombopag to bone marrow cell cultures from the patients with DBA resulted in a significant increase in the number of erythroid colonies compared to control cultures without the drug. For early erythroid progenitors, a statistically significant increase in the number of colonies was observed. Conclusion. These interim results suggest that eltrombopag may be considered a potential stimulator of erythropoiesis in DBA and support the need for further research in larger cohorts in order to clarify the clinical significance of the observed effects.

Open article ↗



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Drug Discovery Landscape

5 orphan drug designations for Diamond-Blackfan anemia.

5 orphan drug designations for Diamond-Blackfan anemia.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Dasatinib

small molecules

EMA

2026-06-19

Consorcio Centro De Investigacion Biomedica En Red

Autologous CD34+ enriched cells transduced with a self-inactivating lentiviral vector containing the codon-optimized RPS19 gene

gene therapies

EMA

2021-11-12

Consorcio Centro de Investigación Biomédica en Red

Autologous CD34+ cells transfected with a lentiviral vector containing codon optimised RPS19 gene

gene therapies

EMA

2021-08-20

Medicinal Product Lifecycle Management

CD34+ cells that have been transduced in vitro with a lentiviral vector carrying a codon-optimized sequence for expressing the wild type RPS19 protein

gene therapies

FDA

2020-10-21

Apriligen, Inc.

Interleukin-3 human (recombinant)

proteins

FDA

1991-05-20

Immunex Corporation

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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.