AI Drug Discovery for Pharma and Biotech

Drug discovery

3

drugs

With orphan designations

Overview

Benign schwannomas are slow-growing, encapsulated tumors arising from Schwann cells of peripheral nerves, most commonly affecting the vestibular nerve (vestibular schwannoma) or spinal nerves [1][4][16]. Symptoms include localized pain, neurological deficits (numbness, weakness), and cranial nerve dysfunction (hearing loss, tinnitus, imbalance) [6][13][17]. Diagnosis relies on MRI/CT imaging and histopathological confirmation via biopsy [1][16]. Management options include surveillance for asymptomatic tumors, microsurgical resection for symptomatic cases, and stereotactic radiosurgery for inoperable tumors [1][13][19]. Prognosis is excellent post-resection, though rare malignant transformation (<2.5%) occurs, particularly in neurofibromatosis type 2 (NF2) or radiation-exposed patients [11][19][16].

Population

  • Peak incidence: 65–74 years (spinal) and 45–64 years (vestibular) [2][12].

  • Male predominance in spinal cases (IRR 0.86 vs. females) [2]; vestibular cases show slight female preference (52.6%) [7].

  • Associated with NF2 (bilateral vestibular tumors) and schwannomatosis (multiple peripheral tumors) [3][5][16].

Burden

  • Functional morbidity: Hearing loss (68.8%), facial palsy (82.2%), and balance disorders (91.8%) in vestibular cases [17].

  • Economic impact: Lifelong surveillance (MRI every 6–12 months) and surgical costs [1][13].

  • Malignant risk: <2.5% develop MPNSTs, particularly in NF2 or post-radiation cases [11][19].

Therapies

  • Surgery: Primary curative option; intracapsular enucleation minimizes nerve damage [1][8][16].

  • Radiation: Gamma Knife radiosurgery for tumors <2.5 cm; controls growth in >90% of cases [13][19].

  • Targeted Therapy: Bevacizumab (anti-VEGF) for NF2-associated tumors; MEK inhibitors under trial [3][9].

Categories: rare neoplastic diseases, rare neurological diseases

Research Papers

1,718 drug discovery papers about Benign schwannoma, with 2 first-in-class and 5 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

1,718 drug discovery papers about Benign schwannoma, with 2 first-in-class and 5 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-29 | Ancient Neurilemoma of the Lower Lip Mimicking Malignancy: A case report with Histopathologic Challenge

Neurilemoma, also known as Schwannoma, is a slowgrowing, benign tumor of the nerve sheath that is comparatively rare in the oral cavity. The “Ancient” variant of neurilemomas presents a substantial diagnostic problem, whereas regular neurilemomas exhibit a characteristic biphasic pattern. A 65-year-old woman with a hard, painless lump on his lower lip is the subject of this case report. Significant nuclear atypia and hyperchromasia were found during the initial histopathologic evaluation, which raised the possibility of a spindle cell sarcoma. Nonetheless, a diagnosis of Ancient Neurilemoma was confirmed by the robust S100 positive and lack of mitotic features. This case emphasizes how crucial it is to identify degenerative changes in order to prevent needless, drastic surgery. Bangladesh Journal of Medical Science Vol. 25. Supplementary Issue-2 (2026), Page : S359-S362

Open article ↗



2026-06-17 | Repurposing anti-retroviral drugs to treat NF2-related tumours: a protocol for a phase 0 trial (RETREAT).

To date, there is no proven licensed systemic treatment for neurofibromatosis type 2 (NF2)-related schwannomatosis patients. There is a need for more effective, less toxic treatments and, as a rare disease, NF2 is often overlooked in targeted drug development. Subcutaneous schwannomas of the skin (CS) are common in the NF2 population.This trial involves the repurposing of medications already licensed for HIV-ritonavir and lopinavir (Kaletra and Norvir)-that have been shown to reduce tumour growth by reducing cell proliferation in human schwannoma and meningioma tumour cell cultures. The safety and tolerability of these drugs are already known, so they are safe candidates to trial in NF2 patients. This trial is an open-label, phase 0 design. A maximum of 16 participants diagnosed with NF2-related schwannomatosis will be enrolled in this study. Treatment duration is 30 days, with a 30-day follow-up. Biopsies and blood samples will be collected to assess whether the drugs reach the tumours and to analyse the tumour-cell response. The primary outcome is pharmacodynamic response, defined as a statistically significant decrease in biomarker activity in CS biopsy samples at day 30. The sample size calculation is based on the tissue biomarker response. The study was approved by an Ethics Committee (West of Scotland Research Ethics Service (23/WS/0178)), the Health Research Authority (HRA), the Medicines and Healthcare products Regulatory Authority (MHRA) and each of the participating NHS Trust's Research and Development departments. Following analysis of trial data, the trial results will be written up for publication in a peer-reviewed scientific journal and will be disseminated at conferences. ISRCTN10422213.

Open article ↗



2026-05-25 | Multiple Peripheral Schwannomas of the Upper Limb – A Case Report

Schwannomas are the most common benign tumors of peripheral nerves, typically presenting as solitary, slow-growing lesions. Multiple schwannomas are rare and may indicate underlying syndromic conditions. We report a 68-year-old woman presenting with multiple upper limb nodules. MRI revealed well-defined lesions with T1 isointensity, T2 hyperintensity, and heterogeneous gadolinium enhancement. Surgical excision confirmed benign schwannoma. MRI is essential for evaluation, but histopathological confirmation remains mandatory.

Open article ↗



2026-06-29 | Ancient Neurilemoma of the Lower Lip Mimicking Malignancy: A case report with Histopathologic Challenge

Neurilemoma, also known as Schwannoma, is a slowgrowing, benign tumor of the nerve sheath that is comparatively rare in the oral cavity. The “Ancient” variant of neurilemomas presents a substantial diagnostic problem, whereas regular neurilemomas exhibit a characteristic biphasic pattern. A 65-year-old woman with a hard, painless lump on his lower lip is the subject of this case report. Significant nuclear atypia and hyperchromasia were found during the initial histopathologic evaluation, which raised the possibility of a spindle cell sarcoma. Nonetheless, a diagnosis of Ancient Neurilemoma was confirmed by the robust S100 positive and lack of mitotic features. This case emphasizes how crucial it is to identify degenerative changes in order to prevent needless, drastic surgery. Bangladesh Journal of Medical Science Vol. 25. Supplementary Issue-2 (2026), Page : S359-S362

Open article ↗



2026-06-17 | Repurposing anti-retroviral drugs to treat NF2-related tumours: a protocol for a phase 0 trial (RETREAT).

To date, there is no proven licensed systemic treatment for neurofibromatosis type 2 (NF2)-related schwannomatosis patients. There is a need for more effective, less toxic treatments and, as a rare disease, NF2 is often overlooked in targeted drug development. Subcutaneous schwannomas of the skin (CS) are common in the NF2 population.This trial involves the repurposing of medications already licensed for HIV-ritonavir and lopinavir (Kaletra and Norvir)-that have been shown to reduce tumour growth by reducing cell proliferation in human schwannoma and meningioma tumour cell cultures. The safety and tolerability of these drugs are already known, so they are safe candidates to trial in NF2 patients. This trial is an open-label, phase 0 design. A maximum of 16 participants diagnosed with NF2-related schwannomatosis will be enrolled in this study. Treatment duration is 30 days, with a 30-day follow-up. Biopsies and blood samples will be collected to assess whether the drugs reach the tumours and to analyse the tumour-cell response. The primary outcome is pharmacodynamic response, defined as a statistically significant decrease in biomarker activity in CS biopsy samples at day 30. The sample size calculation is based on the tissue biomarker response. The study was approved by an Ethics Committee (West of Scotland Research Ethics Service (23/WS/0178)), the Health Research Authority (HRA), the Medicines and Healthcare products Regulatory Authority (MHRA) and each of the participating NHS Trust's Research and Development departments. Following analysis of trial data, the trial results will be written up for publication in a peer-reviewed scientific journal and will be disseminated at conferences. ISRCTN10422213.

Open article ↗



2026-05-25 | Multiple Peripheral Schwannomas of the Upper Limb – A Case Report

Schwannomas are the most common benign tumors of peripheral nerves, typically presenting as solitary, slow-growing lesions. Multiple schwannomas are rare and may indicate underlying syndromic conditions. We report a 68-year-old woman presenting with multiple upper limb nodules. MRI revealed well-defined lesions with T1 isointensity, T2 hyperintensity, and heterogeneous gadolinium enhancement. Surgical excision confirmed benign schwannoma. MRI is essential for evaluation, but histopathological confirmation remains mandatory.

Open article ↗



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Drug Discovery Landscape

3 orphan drug designations for Benign schwannoma.

3 orphan drug designations for Benign schwannoma.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Salmonella enterica, subsp. enterica, serovar Typhimurium, strain YS1646, live

other

EMA

2022-07-18

Premier Research Group S.L.

Live attenuated Salmonella enterica Serovar Typhimurium (S. Typhimurium)

gene therapies

FDA

2022-05-10

Mulberry Biotherapeutics, Inc.

N-hydroxy-4-(3-methyl-2-(S)phenyl-butyrylamino)benzamide

small molecules

EMA

2012-06-06

Propharma Group The Netherlands B.V.

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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.