AI Drug Discovery for Pharma and Biotech

Drug discovery

7

drugs

With orphan designations

Overview

Oral squamous cell carcinoma (OSCC) is a malignant tumor originating from the mucosal squamous epithelium, primarily affecting the tongue, floor of the mouth, and mandibular alveolus. Major risk factors include tobacco use, alcohol consumption, HPV infection, and poor oral hygiene. OSCC often presents as nonhealing ulcers or erythroplakia/leukoplakia and is diagnosed via biopsy. Treatment involves surgery, radiotherapy, and chemotherapy, with prognosis influenced by staging and risk factors [1][2][5][13].

Population

  • Predominantly affects males (4:1 male-to-female ratio) aged 55–64, with rising incidence in younger adults [2][6][14].

  • Higher prevalence in non-Hispanic White males in the U.S. and Asian populations with betel quid/tobacco use [6][10][14].

Burden

  • Global 5-year survival: ~63% (early-stage) vs. <50% (advanced), with high recurrence (3–7% annually) [5][9][18].

  • Accounts for 377,713 annual cases worldwide, disproportionately impacting low-resource regions [8][14].

  • Significant morbidity due to speech/swallowing impairments and treatment-related toxicity [5][15].

Therapies

  • Early-stage (I/II): Surgery or radiation, with surgery preferred for functional preservation [3][7][11].

  • Advanced-stage (III/IV): Multimodal therapy (surgery + adjuvant chemoradiation), with cisplatin or cetuximab commonly used [3][4][15].

  • Emerging approaches include immunotherapy (pembrolizumab/nivolumab) and targeted therapies [4][15].

Categories: rare neoplastic diseases, rare otorhinolaryngological diseases

Research Papers

1,332 drug discovery papers related to Squamous cell carcinoma of the oral cavity, with 4 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,332 drug discovery papers related to Squamous cell carcinoma of the oral cavity, with 4 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-04-15 | Nutritional prehabilitation in head and neck cancer patients (PreHead) - A randomized controlled trial study protocol.

Up to 60% of patients with head and neck cancer are malnourished upon first presentation. Malnutrition has been associated with a higher risk of adverse events and decreased quality of life and survival. Patients with a high risk of malnutrition often receive pretreatment dietary treatment before surgery or (chemo)radiotherapy, i.e., nutritional prehabilitation. However, previous research suggests that patients with a low or medium risk of malnutrition may also benefit from nutritional prehabilitation. To investigate the effect of nutritional prehabilitation on adverse events, nutritional status, patient-reported quality of life, tumor recurrence, and (disease-specific and overall) survival. To evaluate the cost-effectiveness of nutritional prehabilitation compared with standard care. A single-center, non-blinded, randomized controlled trial. Patients with locoregionally advanced stage (III or IV) primary mucosal squamous cell carcinoma of the oral cavity, oropharynx, hypopharynx or larynx treated with curative intent and with a low or medium risk of malnutrition according to the Malnutrition Universal Screening tool. Based on a power analysis, a total of 128 patients will be included. The intervention arm will receive nutritional prehabilitation and the control arm will receive standard care (no nutritional prehabilitation). Adverse events (i.e., surgical complications and (chemo)radiotherapy toxicity). Complications will be measured within 30 days after surgery using the Clavien-Dindo classification. Toxicity will be evaluated using the Common Terminology Criteria for Adverse Events (CTCAE), 6 and 12 weeks after the start of (chemo)radiotherapy. It is hypothesized that nutritional prehabilitation, compared with no nutritional prehabilitation, will result in fewer (severe) adverse events, improvement of nutritional status, higher quality of life, equal risk of recurrence and better survival. It is hypothesized that the intervention will be cost-effective. The trial is registered in the Dutch Trial Register under registration number NL87676.042.24.

Open article ↗



2026-03-05 | Low-dose nivolumab with neoadjuvant chemotherapy and oral metronomic therapy in borderline resectable oral cavity squamous cell carcinoma: a phase II trial

Background: Non-surgical management of oral cavity squamous cell carcinoma (OSCC) has poorer outcomes compared to surgery. In borderline resectable tumors, historical neoadjuvant chemotherapy achieves surgical conversion in only about 40%. Combining low-dose immunotherapy and oral metronomic therapy (OMT) with chemotherapy may enhance resection rate and survival. Methods: Between April 2023 and April 2024, patients deemed 'borderline resectable' OSCC based on predefined criteria by a multidisciplinary tumor board were prospectively offered this Phase II single-arm interventional trial setting. Patients received two 21-day cycles of carboplatin, nab-paclitaxel, low-dose nivolumab, and six weeks of erlotinib, methotrexate, celecoxib, with additional cycle(s) if needed. Primary endpoint was R0 resection rate. Secondary endpoints were objective response rate, pathologic response, safety, event-free survival (EFS), and overall survival (OS). Immune biomarkers and Volumetric assessment were exploratory endpoints. The trial was prospectively registered in the Clinical Trial Registry of India (CTRI/2023/04/051617). Findings: Of 34 patients, all except one completed planned neoadjuvant therapy. After 2 cycles, 22 (66·6%) had partial response and 11 had stable disease; none progressed. Twenty six underwent surgery; 25 achieved R0 resection (25/33-75·7% conversion). Four of seven remaining patients received additional cycle(s); three subsequently achieved R0 resection. Overall conversion rate was 90·3% (28/31) excluding 2 patients who refused further treatment. Major pathological response occurred in 12 patients (41·4%), including four with pathological complete response. Grade ≥3 toxicities occurred in 5 of 34 patients (14·7%), with no treatment-related deaths. One patient had grade 4 diarrhea with grade 4 acute kidney injury. Interpretation: The NeoLOCUS regimen offers an affordable, outpatient chemo-immunotherapy approach that improves surgical conversion and pathological response in borderline resectable OSCC. Funding: Fluid Research Grant- Christian Medical College, Vellore, India.

Open article ↗



2026-04-15 | Nutritional prehabilitation in head and neck cancer patients (PreHead) - A randomized controlled trial study protocol.

Up to 60% of patients with head and neck cancer are malnourished upon first presentation. Malnutrition has been associated with a higher risk of adverse events and decreased quality of life and survival. Patients with a high risk of malnutrition often receive pretreatment dietary treatment before surgery or (chemo)radiotherapy, i.e., nutritional prehabilitation. However, previous research suggests that patients with a low or medium risk of malnutrition may also benefit from nutritional prehabilitation. To investigate the effect of nutritional prehabilitation on adverse events, nutritional status, patient-reported quality of life, tumor recurrence, and (disease-specific and overall) survival. To evaluate the cost-effectiveness of nutritional prehabilitation compared with standard care. A single-center, non-blinded, randomized controlled trial. Patients with locoregionally advanced stage (III or IV) primary mucosal squamous cell carcinoma of the oral cavity, oropharynx, hypopharynx or larynx treated with curative intent and with a low or medium risk of malnutrition according to the Malnutrition Universal Screening tool. Based on a power analysis, a total of 128 patients will be included. The intervention arm will receive nutritional prehabilitation and the control arm will receive standard care (no nutritional prehabilitation). Adverse events (i.e., surgical complications and (chemo)radiotherapy toxicity). Complications will be measured within 30 days after surgery using the Clavien-Dindo classification. Toxicity will be evaluated using the Common Terminology Criteria for Adverse Events (CTCAE), 6 and 12 weeks after the start of (chemo)radiotherapy. It is hypothesized that nutritional prehabilitation, compared with no nutritional prehabilitation, will result in fewer (severe) adverse events, improvement of nutritional status, higher quality of life, equal risk of recurrence and better survival. It is hypothesized that the intervention will be cost-effective. The trial is registered in the Dutch Trial Register under registration number NL87676.042.24.

Open article ↗



2026-03-05 | Low-dose nivolumab with neoadjuvant chemotherapy and oral metronomic therapy in borderline resectable oral cavity squamous cell carcinoma: a phase II trial

Background: Non-surgical management of oral cavity squamous cell carcinoma (OSCC) has poorer outcomes compared to surgery. In borderline resectable tumors, historical neoadjuvant chemotherapy achieves surgical conversion in only about 40%. Combining low-dose immunotherapy and oral metronomic therapy (OMT) with chemotherapy may enhance resection rate and survival. Methods: Between April 2023 and April 2024, patients deemed 'borderline resectable' OSCC based on predefined criteria by a multidisciplinary tumor board were prospectively offered this Phase II single-arm interventional trial setting. Patients received two 21-day cycles of carboplatin, nab-paclitaxel, low-dose nivolumab, and six weeks of erlotinib, methotrexate, celecoxib, with additional cycle(s) if needed. Primary endpoint was R0 resection rate. Secondary endpoints were objective response rate, pathologic response, safety, event-free survival (EFS), and overall survival (OS). Immune biomarkers and Volumetric assessment were exploratory endpoints. The trial was prospectively registered in the Clinical Trial Registry of India (CTRI/2023/04/051617). Findings: Of 34 patients, all except one completed planned neoadjuvant therapy. After 2 cycles, 22 (66·6%) had partial response and 11 had stable disease; none progressed. Twenty six underwent surgery; 25 achieved R0 resection (25/33-75·7% conversion). Four of seven remaining patients received additional cycle(s); three subsequently achieved R0 resection. Overall conversion rate was 90·3% (28/31) excluding 2 patients who refused further treatment. Major pathological response occurred in 12 patients (41·4%), including four with pathological complete response. Grade ≥3 toxicities occurred in 5 of 34 patients (14·7%), with no treatment-related deaths. One patient had grade 4 diarrhea with grade 4 acute kidney injury. Interpretation: The NeoLOCUS regimen offers an affordable, outpatient chemo-immunotherapy approach that improves surgical conversion and pathological response in borderline resectable OSCC. Funding: Fluid Research Grant- Christian Medical College, Vellore, India.

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

7 orphan drug designations for Squamous cell carcinoma of the oral cavity.

7 orphan drug designations for Squamous cell carcinoma of the oral cavity.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Cisplatin transmucosal system

small molecules

FDA

2022-07-13

Privo Technologies

zinflavonoids

small molecules

FDA

2021-01-07

Aveta Biomics, Inc.

cisplatin

small molecules

FDA

2015-11-03

Privo Technologies

adenoviral vector expressing the E.coli purine nucleoside phosphorylase gene and fludarabine

gene therapies

FDA

2015-06-08

GeoVax, Inc.

Copper meso-5,15-bis[3-[(1,2-dicarba-closododecaboranyl)methoxy]phenyl]-meso-12,20-dinitroporphyrin

small molecules

EMA

2013-06-27

Turnkey Pharmaconsulting Ireland Limited

Nimorazole maleate

small molecules

EMA

2012-02-09

[INACTIVE] Conventia Medical LLP

Cisplatin/epinephrine

small molecules

FDA

2000-04-03

Matrix Pharmaceutical, 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.

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.