AI Drug Discovery for Pharma and Biotech

Drug discovery

9

drugs

With orphan designations

Overview

Overview
Medulloblastoma is a malignant embryonal tumor of the cerebellum, predominantly affecting children (70% of cases) but also occurring in adults (20–40 years) [1][5][9]. It is characterized by aggressive growth and potential dissemination via cerebrospinal fluid [6]. Molecular classification (WNT, SHH, Group 3, Group 4) informs prognosis and therapy, with WNT subgroup demonstrating the best outcomes [5][17]. Standard treatment includes maximal safe resection, craniospinal radiation, and chemotherapy, tailored to risk stratification (standard vs. high-risk) [1][5][16].

Population

  • Age: Peak incidence at 5–9 years; 70% pediatric (≤16 years), 30% adult [1][9][12].

  • Sex/Race: Male predominance (1.7:1) [5][9]; higher incidence in non-Hispanic Whites and Hispanics [2][7][12].

  • Incidence: ~0.5/100,000 children annually [9][11].

Burden

  • Survival: 5-year OS >80% in children but lower in adults and high-risk subtypes (e.g., Group 3) [5][11][14].

  • Morbidity: Neurocognitive deficits, hearing/vision loss, secondary malignancies (14% at 10 years), and stroke risk [4][14].

  • Economic Impact: Frequent hospitalizations (HR 2.7 vs. controls) and lifelong disability supports (40% require assistance) [4][14].

Therapies

  • Surgery: Gross total resection prioritized, balancing oncologic control with neurological morbidity [1][6][16].

  • Radiation: Craniospinal irradiation (proton beam preferred for reduced toxicity) [1][16]; dose reduction in WNT subtype [13].

  • Chemotherapy: Platinum-based regimens (e.g., cisplatin, cyclophosphamide) for high-risk disease; subgroup-specific trials (e.g., SHH inhibitors, MEMMAT regimen for relapse) [3][8][18].

Categories: rare neoplastic diseases, rare neurological diseases

Research Papers

4,052 drug discovery papers related to Medulloblastoma, with 5 first-in-class and 6 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

4,052 drug discovery papers related to Medulloblastoma, with 5 first-in-class and 6 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-11 | Mapping epigenetic alterations across brain tumor hallmarks.

Central nervous system tumors represent a heterogeneous group of diseases, mainly localized in the brain. Among them, malignant brain tumors represent some of the most aggressive cancers. In adults, only approximately 30% of patients diagnosed with glioblastoma survive beyond two years. Similarly, several pediatric-predominant brain tumors, including medulloblastoma, diffuse intrinsic pontine glioma, and ependymoma, remain among the deadliest solid tumors in children. Therefore, a deeper understanding of brain tumor biology is imperative for the development of more effective therapeutic strategies. Dysregulated epigenetic control has emerged as a critical driver of brain tumor initiation and progression, influencing malignant phenotypes across multiple stages of the disease. Epigenetic mechanisms, including DNA methylation, histone modifications, chromatin remodeling, and non-coding RNAs, regulate gene expression programs that contribute to all hallmarks of cancer by modulating the activity of tumor suppressor genes and oncogenes. Given the central role of epigenetics in brain tumorigenesis and the potentially reversible nature of these alterations, epigenetic mechanisms represent particularly attractive therapeutic targets. Although several epigenetic drugs have shown promising results in preclinical and clinical studies, their clinical application remains constrained by a limited knowledge of the brain tumor epigenome and by challenges related to tumor location and drug delivery. In this review, we summarize key epigenetically regulated genes and dysregulated microRNAs across major brain tumor types and link these alterations to specific cancer hallmarks. We further highlight representative examples of epigenetic therapies whose effects converge on hallmark-associated oncogenic processes.

Open article ↗



2026-07-10 | Strategic modulation to avoid radiation toxicities for brain integrity (SMART-BRAIN).

Patients with medulloblastoma require craniospinal irradiation (CSI) to optimize disease control; however, cranial irradiation is associated with significant morbidity. We sought to develop a novel target volume (CTV_2340 cGy) and explore dosimetric benefits to minimize cognitive toxicity. We conducted a literature review to confirm patterns of failure for average risk medulloblastoma to develop the CTV_2340 definition approach. Five patients (ages 4-16 years) were identified and proton and photon plans were generated for the new CTV_2340. Planning target goals included V100% ≥ 95% (the entire volume receiving at least 95% prescription dose) and V98% ≥ 97%. Proton planning included 3D robust optimization +/- 2 mm and +/- 2% range uncertainties. Photon plans included a 1 mm planning target volume. Medulloblastoma principally recurs in the ventricular system, periventricular region, cortical surface, or posterior fossa, supporting potential omission of remaining non-target-brain (NTB, e.g. white matter tracts, thalami). The novel CTV_2340 included these regions with a 1 mm brain expansion. All proton-based plans achieved appropriate target coverage. Median whole brain volumes were 1317.1 cc (range: 1116.0-1442.1), reflecting brain size over the age spectrum. Median NTB was 15% of the brain volume (9-31%), whereas the hippocampi were < 1%. Median NTB_V12Gy and V18Gy were: 91.7% (79.3-92.3) and 70.2% (59.8-78.2). Median NTB_minimum and NTB_mean were: 2.1 Gy (0.8-2.9) and 19.4 Gy (18.0-20.2). CTV_2340 overlapped with the hippocampi, limiting hippocampal sparing (median V18 Gy 99.1%). Photon-based planning showed inferior target coverage with minimal sparing. This study introduces a strategic approach to reduce radiotherapy-related neurotoxicity in medulloblastoma through proton-based sparing of critical brain regions. Multi-institutional studies are warranted to further advance this approach.

Open article ↗



2026-07-10 | Paediatric therapeutic development workshop on medulloblastoma.

The second Paediatric Therapeutic Development Workshop focused on medulloblastoma. Between 60-70% of patients with medulloblastoma survive, but survivors have significant long-term side effects, and the highest-risk groups have a probability of survival <10%. Thus, the unmet need is to develop therapeutics targeting specific vulnerabilities in medulloblastoma including poor prognosis disease groups (SHH-medulloblastoma, MYCN amplified or TP53 mutated; and Group 3 medulloblastoma, c-MYC amplified) and developing less-toxic therapies for good prognosis disease (WNT-medulloblastoma). The Workshop concluded that (i) targeting SRC by a degrader is a high priority, (ii) inhibition of c-MYC and MYCN tumour-relevant functions for poor prognosis groups is a priority, (iii) targeting WNT-medulloblastoma via a radiolabelled theranostic antibody is an innovative approach for good prognosis tumours to further reduce toxicity, and (iv) B7-H3 has many advantages for CAR T-cell and ADC-based approaches. Based on currently available evidence, combinations of central nervous system penetrant selective PARP-1, CHK1/2 or CDK9 inhibitors with an ATR inhibitor could potentially be evaluated in early-phase trials for high-risk patients; however, these combinations require robust evaluation in pre-clinical models first. Early-phase clinical studies should be international, have novel designs to address small patient numbers and based on an understanding of biology with correlative biological studies. Both developing therapeutics targeting specific vulnerabilities in medulloblastoma and evaluating combinations of existing medicinal products are required to improve outcome and reduce long term sequalae.

Open article ↗



2026-07-11 | Mapping epigenetic alterations across brain tumor hallmarks.

Central nervous system tumors represent a heterogeneous group of diseases, mainly localized in the brain. Among them, malignant brain tumors represent some of the most aggressive cancers. In adults, only approximately 30% of patients diagnosed with glioblastoma survive beyond two years. Similarly, several pediatric-predominant brain tumors, including medulloblastoma, diffuse intrinsic pontine glioma, and ependymoma, remain among the deadliest solid tumors in children. Therefore, a deeper understanding of brain tumor biology is imperative for the development of more effective therapeutic strategies. Dysregulated epigenetic control has emerged as a critical driver of brain tumor initiation and progression, influencing malignant phenotypes across multiple stages of the disease. Epigenetic mechanisms, including DNA methylation, histone modifications, chromatin remodeling, and non-coding RNAs, regulate gene expression programs that contribute to all hallmarks of cancer by modulating the activity of tumor suppressor genes and oncogenes. Given the central role of epigenetics in brain tumorigenesis and the potentially reversible nature of these alterations, epigenetic mechanisms represent particularly attractive therapeutic targets. Although several epigenetic drugs have shown promising results in preclinical and clinical studies, their clinical application remains constrained by a limited knowledge of the brain tumor epigenome and by challenges related to tumor location and drug delivery. In this review, we summarize key epigenetically regulated genes and dysregulated microRNAs across major brain tumor types and link these alterations to specific cancer hallmarks. We further highlight representative examples of epigenetic therapies whose effects converge on hallmark-associated oncogenic processes.

Open article ↗



2026-07-10 | Strategic modulation to avoid radiation toxicities for brain integrity (SMART-BRAIN).

Patients with medulloblastoma require craniospinal irradiation (CSI) to optimize disease control; however, cranial irradiation is associated with significant morbidity. We sought to develop a novel target volume (CTV_2340 cGy) and explore dosimetric benefits to minimize cognitive toxicity. We conducted a literature review to confirm patterns of failure for average risk medulloblastoma to develop the CTV_2340 definition approach. Five patients (ages 4-16 years) were identified and proton and photon plans were generated for the new CTV_2340. Planning target goals included V100% ≥ 95% (the entire volume receiving at least 95% prescription dose) and V98% ≥ 97%. Proton planning included 3D robust optimization +/- 2 mm and +/- 2% range uncertainties. Photon plans included a 1 mm planning target volume. Medulloblastoma principally recurs in the ventricular system, periventricular region, cortical surface, or posterior fossa, supporting potential omission of remaining non-target-brain (NTB, e.g. white matter tracts, thalami). The novel CTV_2340 included these regions with a 1 mm brain expansion. All proton-based plans achieved appropriate target coverage. Median whole brain volumes were 1317.1 cc (range: 1116.0-1442.1), reflecting brain size over the age spectrum. Median NTB was 15% of the brain volume (9-31%), whereas the hippocampi were < 1%. Median NTB_V12Gy and V18Gy were: 91.7% (79.3-92.3) and 70.2% (59.8-78.2). Median NTB_minimum and NTB_mean were: 2.1 Gy (0.8-2.9) and 19.4 Gy (18.0-20.2). CTV_2340 overlapped with the hippocampi, limiting hippocampal sparing (median V18 Gy 99.1%). Photon-based planning showed inferior target coverage with minimal sparing. This study introduces a strategic approach to reduce radiotherapy-related neurotoxicity in medulloblastoma through proton-based sparing of critical brain regions. Multi-institutional studies are warranted to further advance this approach.

Open article ↗



2026-07-10 | Paediatric therapeutic development workshop on medulloblastoma.

The second Paediatric Therapeutic Development Workshop focused on medulloblastoma. Between 60-70% of patients with medulloblastoma survive, but survivors have significant long-term side effects, and the highest-risk groups have a probability of survival <10%. Thus, the unmet need is to develop therapeutics targeting specific vulnerabilities in medulloblastoma including poor prognosis disease groups (SHH-medulloblastoma, MYCN amplified or TP53 mutated; and Group 3 medulloblastoma, c-MYC amplified) and developing less-toxic therapies for good prognosis disease (WNT-medulloblastoma). The Workshop concluded that (i) targeting SRC by a degrader is a high priority, (ii) inhibition of c-MYC and MYCN tumour-relevant functions for poor prognosis groups is a priority, (iii) targeting WNT-medulloblastoma via a radiolabelled theranostic antibody is an innovative approach for good prognosis tumours to further reduce toxicity, and (iv) B7-H3 has many advantages for CAR T-cell and ADC-based approaches. Based on currently available evidence, combinations of central nervous system penetrant selective PARP-1, CHK1/2 or CDK9 inhibitors with an ATR inhibitor could potentially be evaluated in early-phase trials for high-risk patients; however, these combinations require robust evaluation in pre-clinical models first. Early-phase clinical studies should be international, have novel designs to address small patient numbers and based on an understanding of biology with correlative biological studies. Both developing therapeutics targeting specific vulnerabilities in medulloblastoma and evaluating combinations of existing medicinal products are required to improve outcome and reduce long term sequalae.

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

9 orphan drug designations for Medulloblastoma.

9 orphan drug designations for Medulloblastoma.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

silmitasertib

small molecules

FDA

2021-12-15

Senhwa Biosciences, Inc.

Lutetium (177Lu) omburtamab barzuxetan

antibodies

EMA

2021-07-19

Y-Mabs Therapeutics A/S

genetically engineered herpes simplex virus

gene therapies

FDA

2019-05-09

Aettis, Inc.

2-Amino-4-[11C]methylsulfanyl-butanoic acid, l-[S methyl[11C]methionine

small molecules

FDA

2017-01-17

Advanced Imaging Projects, LLC

Humanised IgG1 monoclonal antibody against the receptor-binding site of human placental growth factor

antibodies

EMA

2017-01-12

Oncurious NV

1,2:5,6-dianhydrogalactitol

small molecules

FDA

2016-03-10

DelMar Pharmaceuticals, Inc.

N-acetylcysteine and sodium thiosulfate

FDA

2015-08-31

Edward A. Neuwelt, MD

sonidegib

small molecules

FDA

2015-03-23

Novartis Pharmaceuticals Corp.

16-base single-stranded peptide nucleic acid oligonucleotide linked to 7-amino acid peptide

oligonucleotides

EMA

2010-10-01

Biogenera SpA

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.

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.

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.