AI Drug Discovery for Pharma and Biotech

Drug discovery

2

drugs

With orphan designations

Overview

Alpha-thalassemia is an inherited hemoglobinopathy caused by reduced or absent alpha-globin synthesis, leading to ineffective erythropoiesis and hemolytic anemia. Severity ranges from asymptomatic carriers (1-2 mutated genes) to life-threatening hemoglobin Bart hydrops fetalis syndrome (4 mutated genes). Intermediate forms like HbH disease (3 mutations) cause chronic anemia, hepatosplenomegaly, and iron overload. Diagnosis combines hematologic indices (microcytosis/hypochromia), hemoglobin electrophoresis, and genetic testing [1][6][16].

Population

  • Global prevalence of ≈22.6% in Southeast Asia (51.5% in Vietnam, 39.5% Cambodia) [2][4]

  • Found in Mediterranean, African, Middle Eastern, and South Asian populations [16][17]

Burden

  • High perinatal mortality (Hb Bart syndrome) without fetal transfusion [11][16]

  • Chronic complications: iron-induced cardiomyopathy, endocrine dysfunction, osteoporosis [9][14]

  • 46% of patients report severe fatigue; 54% require lifestyle modifications [9][15]

Therapies

  • Regular blood transfusions (moderate/severe cases) + iron chelation (deferasirox/deferoxamine) [3][8][18]

  • Folic acid supplementation for erythropoiesis support [3][5]

  • Curative option: Allogeneic stem cell transplant (limited by donor availability/risk) [8][13]

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

Research Papers

322 drug discovery papers related to Alpha-thalassemia, with 3 first-in-class and 7 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

322 drug discovery papers related to Alpha-thalassemia, with 3 first-in-class and 7 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-10 | Thalassaemia.

The thalassaemia syndromes, which primarily include α-thalassaemia and β-thalassaemia, are a complex group of inherited disorders affecting haemoglobin production. They are prevalent throughout the most populated parts of the world and span a wide range of severity from mild to fatal. Advances in the management of these syndromes, including blood transfusion and iron chelation, have led to substantial improvements in the life expectancy and quality of life of many patients worldwide. Nevertheless, major forms of thalassaemia are still associated with chronic comorbidities and remain an important but neglected global health burden. Prevention and advances in the treatment and management of the thalassaemia syndromes rely on the early identification of people affected, either through prenatal or premarital screening or through newborn screening or testing at later stages in life. This depends on the availability of expertise, facilities and treatment options for patients. Fast and groundbreaking developments in disease-modifying and curative gene editing therapies are promising, but not without challenges in terms of costs, accessibility and uncertainties around their long-term benefits and safety. Better awareness, patient-centred approaches and coordinated strategies are needed to reduce current inequalities.

Open article ↗



2026-06-29 | Prospective clinical validation of targeted long-read sequencing for preimplantation genetic testing of α-thalassaemia.

Preimplantation genetic testing for monogenic disorders (PGT-M) can prevent transmission of severe α-thalassaemia, but conventional workflows remain limited by family-specific assay design for direct variant detection, dependence on additional family samples for haplotype construction, and labour-intensive multi-step procedures across several platforms. Targeted long-read sequencing-based PGT-M for α-thalassaemia (tlrPGT-α-thal) integrates direct variant detection and haplotype linkage analysis within a single assay, but prospective clinical validation is lacking. This prospective clinical study enrolled 103 families at high risk of transmitting α-thalassaemia at a reproductive medicine centre between August 2024 and March 2025. All families underwent blinded parallel analysis using both conventional NGS-based PGT-M (comparator) and tlrPGT-α-thal. In the primary concordance analysis, tlrPGT-α-thal was fully concordant with conventional NGS-based PGT-M (507/507, 100.0%; exact 95% CI, 99.3-100.0). Direct variant detection was successful in 501/507 embryos (98.82%; 95% CI, 97.4-99.6), haplotype linkage was established in 505/507 embryos (99.61%; 95% CI, 98.6-100.0), and one meiotic recombination event was identified. Among 93 families proceeding to embryo transfer, 57 pregnancies underwent invasive prenatal diagnosis, and all were concordant with the corresponding tlrPGT-α-thal results. Of the 26 comparator-inconclusive embryos, tlrPGT-α-thal resolved 6 complex cases, including cases with incomplete pedigrees or insufficient informative SNPs. Among the remaining 20 embryos with HBA-region aneuploidies, genotype and parental origin could be determined in 12. The findings show that tlrPGT-α-thal enables direct detection of diverse α-thalassaemia-causing variants together with efficient haplotype linkage analysis within a single workflow, without requiring family-specific assay design or additional family samples. The method demonstrated high diagnostic accuracy while providing added value in complex scenarios. Taken together, tlrPGT-α-thal represents a simplified and broadly applicable strategy for α-thalassaemia PGT-M.

Open article ↗



2026-06-23 | Chronic Red Cell Exchange for the Management of Alpha Thalassemia Major Complicated by Iron Overload.

Alpha thalassemia major is a severe hemoglobinopathy characterized by absent or markedly reduced alpha-globin production, necessitating lifelong blood transfusions. Chronic simple transfusions can lead to significant iron overload, often requiring iron chelation therapy. However, some patients are unable to tolerate chelation or chelation is insufficient, highlighting the need for alternative strategies for managing iron overload. This study is one of the first to evaluate the feasibility, safety, and efficacy of red blood cell exchange (RBCX) as a therapeutic option for managing iron overload while improving hemoglobin function in an alpha thalassemia major patient with iron overload despite chelation therapy. RBCX therapy was performed approximately every 3 weeks over 1 year, with frequent adjustment of exchange parameters to meet pre-transfusion target levels of functional hemoglobin. Serum ferritin levels, hemoglobin electrophoresis, and functional hemoglobin levels were tracked with each exchange transfusion. For each RBCX treatment, variant hemoglobins decreased by 3.8-fold (from 19.9% to 8.9%) and functional hemoglobin levels increased approximately 3.0 g/dL. RBCX was well tolerated and associated with a marked reduction in systemic iron burden, with serum ferritin declining 7.4-fold (86.4%) over 1 year of therapy, followed by a rise after cessation of RBCX. Cardiac iron remained within normal limits throughout the study period. In contrast, liver iron demonstrated a transient increase shortly after initiation of RBCX, but ultimately declined to levels below baseline after 1 year, even during a period in the absence of iron chelation. These findings suggest that RBCX exerts a meaningful effect on iron homeostasis and raises the possibility of a synergistic benefit when combined with iron chelation. This case highlights that RBCX is a viable therapeutic strategy to treat iron overload in patients with alpha thalassemia major.

Open article ↗



2026-07-10 | Thalassaemia.

The thalassaemia syndromes, which primarily include α-thalassaemia and β-thalassaemia, are a complex group of inherited disorders affecting haemoglobin production. They are prevalent throughout the most populated parts of the world and span a wide range of severity from mild to fatal. Advances in the management of these syndromes, including blood transfusion and iron chelation, have led to substantial improvements in the life expectancy and quality of life of many patients worldwide. Nevertheless, major forms of thalassaemia are still associated with chronic comorbidities and remain an important but neglected global health burden. Prevention and advances in the treatment and management of the thalassaemia syndromes rely on the early identification of people affected, either through prenatal or premarital screening or through newborn screening or testing at later stages in life. This depends on the availability of expertise, facilities and treatment options for patients. Fast and groundbreaking developments in disease-modifying and curative gene editing therapies are promising, but not without challenges in terms of costs, accessibility and uncertainties around their long-term benefits and safety. Better awareness, patient-centred approaches and coordinated strategies are needed to reduce current inequalities.

Open article ↗



2026-06-29 | Prospective clinical validation of targeted long-read sequencing for preimplantation genetic testing of α-thalassaemia.

Preimplantation genetic testing for monogenic disorders (PGT-M) can prevent transmission of severe α-thalassaemia, but conventional workflows remain limited by family-specific assay design for direct variant detection, dependence on additional family samples for haplotype construction, and labour-intensive multi-step procedures across several platforms. Targeted long-read sequencing-based PGT-M for α-thalassaemia (tlrPGT-α-thal) integrates direct variant detection and haplotype linkage analysis within a single assay, but prospective clinical validation is lacking. This prospective clinical study enrolled 103 families at high risk of transmitting α-thalassaemia at a reproductive medicine centre between August 2024 and March 2025. All families underwent blinded parallel analysis using both conventional NGS-based PGT-M (comparator) and tlrPGT-α-thal. In the primary concordance analysis, tlrPGT-α-thal was fully concordant with conventional NGS-based PGT-M (507/507, 100.0%; exact 95% CI, 99.3-100.0). Direct variant detection was successful in 501/507 embryos (98.82%; 95% CI, 97.4-99.6), haplotype linkage was established in 505/507 embryos (99.61%; 95% CI, 98.6-100.0), and one meiotic recombination event was identified. Among 93 families proceeding to embryo transfer, 57 pregnancies underwent invasive prenatal diagnosis, and all were concordant with the corresponding tlrPGT-α-thal results. Of the 26 comparator-inconclusive embryos, tlrPGT-α-thal resolved 6 complex cases, including cases with incomplete pedigrees or insufficient informative SNPs. Among the remaining 20 embryos with HBA-region aneuploidies, genotype and parental origin could be determined in 12. The findings show that tlrPGT-α-thal enables direct detection of diverse α-thalassaemia-causing variants together with efficient haplotype linkage analysis within a single workflow, without requiring family-specific assay design or additional family samples. The method demonstrated high diagnostic accuracy while providing added value in complex scenarios. Taken together, tlrPGT-α-thal represents a simplified and broadly applicable strategy for α-thalassaemia PGT-M.

Open article ↗



2026-06-23 | Chronic Red Cell Exchange for the Management of Alpha Thalassemia Major Complicated by Iron Overload.

Alpha thalassemia major is a severe hemoglobinopathy characterized by absent or markedly reduced alpha-globin production, necessitating lifelong blood transfusions. Chronic simple transfusions can lead to significant iron overload, often requiring iron chelation therapy. However, some patients are unable to tolerate chelation or chelation is insufficient, highlighting the need for alternative strategies for managing iron overload. This study is one of the first to evaluate the feasibility, safety, and efficacy of red blood cell exchange (RBCX) as a therapeutic option for managing iron overload while improving hemoglobin function in an alpha thalassemia major patient with iron overload despite chelation therapy. RBCX therapy was performed approximately every 3 weeks over 1 year, with frequent adjustment of exchange parameters to meet pre-transfusion target levels of functional hemoglobin. Serum ferritin levels, hemoglobin electrophoresis, and functional hemoglobin levels were tracked with each exchange transfusion. For each RBCX treatment, variant hemoglobins decreased by 3.8-fold (from 19.9% to 8.9%) and functional hemoglobin levels increased approximately 3.0 g/dL. RBCX was well tolerated and associated with a marked reduction in systemic iron burden, with serum ferritin declining 7.4-fold (86.4%) over 1 year of therapy, followed by a rise after cessation of RBCX. Cardiac iron remained within normal limits throughout the study period. In contrast, liver iron demonstrated a transient increase shortly after initiation of RBCX, but ultimately declined to levels below baseline after 1 year, even during a period in the absence of iron chelation. These findings suggest that RBCX exerts a meaningful effect on iron homeostasis and raises the possibility of a synergistic benefit when combined with iron chelation. This case highlights that RBCX is a viable therapeutic strategy to treat iron overload in patients with alpha thalassemia major.

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

2 orphan drug designations for Alpha-thalassemia, including 1 approved therapy.

2 orphan drug designations for Alpha-thalassemia, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

luspatercept

proteins

FDA

2021-09-21

Celgene Corporation

deferasirox [Exjade; Jadenu Sprinkles]

small molecules

FDA

2015-02-24

2013-01-23

Novartis Pharmaceuticals Corporation

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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.