AI Drug Discovery for Pharma and Biotech

Drug discovery

2

drugs

With orphan designations

Overview

Shwachman-Diamond syndrome (SDS) is a rare autosomal recessive multisystem disorder characterized by exocrine pancreatic insufficiency, bone marrow failure (neutropenia, anemia, thrombocytopenia), skeletal dysplasia, and increased risk of myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML). Over 90% of cases involve biallelic SBDS gene mutations, impacting ribosome biogenesis. Pancreatic dysfunction typically manifests in infancy with malabsorption, while hematologic complications escalate leukemia risk by adulthood [1][2][6][7].

Population

Prevalence ranges from 1/75,000 to 1/200,000 live births, with 25-30% developing MDS/AML by age 30. Autosomal recessive inheritance predominates, though rare autosomal dominant (SRP54) and sporadic cases occur [1][7][12].

Burden

  • High morbidity: Recurrent infections (50-60%), growth failure, skeletal deformities (e.g., metaphyseal dysplasia), neurodevelopmental delays [2][6][7]

  • Lifetime MDS/AML risk: 19% at 20 years, 36% at 30 years [4][11]

  • Mortality: 20-year survival ~70%, dropping to <25% post-AML diagnosis despite HSCT [7][11]

Therapies

  • Pancreatic enzyme replacement, fat-soluble vitamin supplementation, and nutritional support [1][3][8]

  • Granulocyte colony-stimulating factor (G-CSF) for refractory neutropenia; prophylactic antibiotics [3][4]

  • Hematopoietic stem cell transplantation (HSCT) for severe cytopenias or leukemic transformation [7][9][11]

Categories: rare bone diseases, rare developmental anomalies during embryogenesis, rare gastroenterological diseases, rare genetic diseases, rare hematological diseases, rare immunological diseases, rare neoplastic diseases, rare neurological diseases, rare transplant-related disorders

Research Papers

208 drug discovery papers related to Shwachman-Diamond syndrome, with 6 first-in-class and 0 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

208 drug discovery papers related to Shwachman-Diamond syndrome, with 6 first-in-class and 0 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-30 | Compensatory clonal hematopoiesis in patients with Shwachman–Diamond syndrome

Introduction. Shwachman–Diamond syndrome (SDS) is a rare inherited bone marrow failure syndrome characterized by a high risk of developing myeloid malignancies. Aim: to determine the spectrum of compensatory genetic events in SDS as well as to analyze their potential role in the clinical course of the disease. Materials and methods. The study included 41 patients with confirmed SDS. For the analysis of somatic alterations, we employed high-throughput sequencing of the “Clonality of Hematopoiesis” targeted gene panel as well as cytogenetic methods. Results. Compensatory somatic events were detected in 31.7% of the patients. The most frequent alterations were genetic variants in the EIF6 gene, as well as the i(7q) and del(20q) clonal cytogenetic abnormalities. Generally, these changes were not accompanied by clinical or morphological signs of myeloid transformation. Conclusion. The obtained data suggest a possible role of somatic genetic compensation in maintaining the viability of hematopoietic cells in SDS. Therefore, the detection of markers of clonal expansion necessitates dynamic molecular monitoring.

Open article ↗



2026-06-28 | Generation of iPSC and isogenic gene-corrected lines from a patient with Shwachman Diamond syndrome.

Shwachman Diamond Syndrome (SDS) is an inherited bone marrow failure and leukemia predisposition syndrome characterized by exocrine pancreatic insufficiency, skeletal dysplasia and bone marrow failure. SDS is inherited in an autosomal recessive manner and most patients with SDS carry biallelic mutations in the SBDS gene. We generated an iPSC line from a patient biallelic SBDS mutations (c.258 + 2 T > C & c.183-184delinsCT(p.Lys62*) along with a corresponding isogenic control line correcting the splice site mutation with a cytosine base editor.

Open article ↗



2026-06-12 | A Case Report of Shwachman-Diamond Syndrome Caused by Heterozygous Variants in the EFL1 Gene and Literature Review.

This investigation reports on a Shwachman-Diamond syndrome (SDS) case arising from compound heterozygous genetic variations affecting the EFL1 locus. A systematic review of published literature was undertaken to compile data on clinical manifestations, management strategies, and prognostic indicators in SDS cases with identified EFL1 genetic alterations. The clinical data of a neonatal SDS patient, whole exome sequencing (WES) results, and the pathogenicity of the variants were analyzed. A comprehensive survey of applicable medical literature published up to March 2025 was executed to identify and synthesize the clinical phenotypes associated with this condition. WES identified compound heterozygous variants within the patient's EFL1 gene: c.2935C>T (p.R979C) and c.3149_3151delCAC (p.P1050del). Bioinformatics analysis indicated these variations were damaging. Seven articles reported a total of 20 cases of this disease, with predominant phenotypes including exocrine pancreatic insufficiency, hematologic abnormalities, and metaphyseal dysplasia. Among the 20 previously reported cases, 16 distinct EFL1 variants were identified, and the current case adds 2 novel variants. SDS caused by EFL1 gene defects primarily presents as bone marrow failure, with treatment mainly focused on symptomatic management. We report a neonatal SDS patient with the earliest onset of symptoms. The c.2935C>T and c.3149_3151delCAC compound heterozygous variants reported in this study expand the mutational spectrum of this disease.

Open article ↗



2026-06-30 | Compensatory clonal hematopoiesis in patients with Shwachman–Diamond syndrome

Introduction. Shwachman–Diamond syndrome (SDS) is a rare inherited bone marrow failure syndrome characterized by a high risk of developing myeloid malignancies. Aim: to determine the spectrum of compensatory genetic events in SDS as well as to analyze their potential role in the clinical course of the disease. Materials and methods. The study included 41 patients with confirmed SDS. For the analysis of somatic alterations, we employed high-throughput sequencing of the “Clonality of Hematopoiesis” targeted gene panel as well as cytogenetic methods. Results. Compensatory somatic events were detected in 31.7% of the patients. The most frequent alterations were genetic variants in the EIF6 gene, as well as the i(7q) and del(20q) clonal cytogenetic abnormalities. Generally, these changes were not accompanied by clinical or morphological signs of myeloid transformation. Conclusion. The obtained data suggest a possible role of somatic genetic compensation in maintaining the viability of hematopoietic cells in SDS. Therefore, the detection of markers of clonal expansion necessitates dynamic molecular monitoring.

Open article ↗



2026-06-28 | Generation of iPSC and isogenic gene-corrected lines from a patient with Shwachman Diamond syndrome.

Shwachman Diamond Syndrome (SDS) is an inherited bone marrow failure and leukemia predisposition syndrome characterized by exocrine pancreatic insufficiency, skeletal dysplasia and bone marrow failure. SDS is inherited in an autosomal recessive manner and most patients with SDS carry biallelic mutations in the SBDS gene. We generated an iPSC line from a patient biallelic SBDS mutations (c.258 + 2 T > C & c.183-184delinsCT(p.Lys62*) along with a corresponding isogenic control line correcting the splice site mutation with a cytosine base editor.

Open article ↗



2026-06-12 | A Case Report of Shwachman-Diamond Syndrome Caused by Heterozygous Variants in the EFL1 Gene and Literature Review.

This investigation reports on a Shwachman-Diamond syndrome (SDS) case arising from compound heterozygous genetic variations affecting the EFL1 locus. A systematic review of published literature was undertaken to compile data on clinical manifestations, management strategies, and prognostic indicators in SDS cases with identified EFL1 genetic alterations. The clinical data of a neonatal SDS patient, whole exome sequencing (WES) results, and the pathogenicity of the variants were analyzed. A comprehensive survey of applicable medical literature published up to March 2025 was executed to identify and synthesize the clinical phenotypes associated with this condition. WES identified compound heterozygous variants within the patient's EFL1 gene: c.2935C>T (p.R979C) and c.3149_3151delCAC (p.P1050del). Bioinformatics analysis indicated these variations were damaging. Seven articles reported a total of 20 cases of this disease, with predominant phenotypes including exocrine pancreatic insufficiency, hematologic abnormalities, and metaphyseal dysplasia. Among the 20 previously reported cases, 16 distinct EFL1 variants were identified, and the current case adds 2 novel variants. SDS caused by EFL1 gene defects primarily presents as bone marrow failure, with treatment mainly focused on symptomatic management. We report a neonatal SDS patient with the earliest onset of symptoms. The c.2935C>T and c.3149_3151delCAC compound heterozygous variants reported in this study expand the mutational spectrum of this disease.

Open article ↗



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Drug Discovery Landscape

2 orphan drug designations for Shwachman-Diamond syndrome, including 1 approved therapy.

2 orphan drug designations for Shwachman-Diamond syndrome, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Synthetic porcine secretin [Secreflo]

peptides

FDA

1999-06-18

2002-11-01

ChiRhoClin, Inc.

Synthetic human secretin

peptides

FDA

1999-06-16

ChiRhoClin, Inc.

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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.