AI Drug Discovery for Pharma and Biotech

Drug discovery

23

drugs

With orphan designations

Overview

Rare pancreatic tumors, constituting <5% of pancreatic cancers, include adenosquamous carcinoma, acinar cell carcinoma, pancreatic neuroendocrine tumors (PNETs), and pancreatoblastoma [1][2][5]. These tumors often present with nonspecific symptoms, leading to late diagnoses (frequently advanced stages) [1][12][17]. Prognosis varies by subtype but is generally poor due to aggressive biology and limited treatment efficacy [1][18]. Multidisciplinary care at specialized centers is critical for optimizing outcomes [9].

Population

  • Incidence: Affects <15/100,000 individuals, meeting rare cancer criteria [2][5][6].

  • Demographics: Gender/age vary by subtype (e.g., adenosquamous carcinoma favors women; pancreatoblastoma occurs in children) [1][15][18].

  • Risk Factors: Genetic mutations (BRCA, PALB2) play roles in select subtypes [3][11].

Burden

  • Mortality: 5-year survival <10% for most subtypes; median survival for unresectable disease is 6–12 months [1][6][14].

  • Diagnostic Challenges: Requires expert pathology review to avoid misclassification [1][13].

  • Healthcare Impact: High morbidity, frequent recurrence, and limited evidence due to underrepresentation in trials [8][12][18].

Therapies

  • Surgery: Primary modality for resectable tumors; outcomes depend on stage and subtype [4][7][12].

  • Chemotherapy: Adjuvant FOLFIRINOX or gemcitabine-based regimens for advanced/metastatic cases, with poor response rates [3][7][10].

  • Targeted Agents: PARP inhibitors for BRCA/PALB2 variants; clinical trials testing immunotherapy combinations [3][11][13].

Categories: rare gastroenterological diseases, rare neoplastic diseases

Research Papers

1,831 drug discovery papers related to Rare tumor of pancreas, with 5 first-in-class and 7 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,831 drug discovery papers related to Rare tumor of pancreas, with 5 first-in-class and 7 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | An Integrative RNA Spliceosomic Landscape of Pancreatic Neuroendocrine Tumors Identifies Clinically Relevant Molecular Subgroups.

Alterations in alternative splicing are emerging as a novel cancer hallmark, offering new insights into tumor biology. However, integrative analyses of splicing are still scarce, particularly in rare cancers like pancreatic neuroendocrine tumors (PanNETs), whose striking heterogeneity complicates patient diagnosis and treatment. Here, we provide the first comprehensive characterization of the RNA splicing landscape in PanNETs through integrative analysis of RNA-seq data from 174 tumor samples. We identified three robust spliceosomic groups (SPN1, SPN2, SPN3) each associated with unique clinical and molecular characteristics. SPN1 displayed intermediate clinical behavior alongside enhanced mTOR signaling; SPN2 was characterized by a less secretory phenotype, enrichment in alpha-cell markers and somatostatin receptors, increased metastasis, and frequent mutations in MEN1 and DAXX/ATRX genes; in contrast, SPN3 was composed mainly by low grade tumors with beta-cell marker expression and the lowest mutational rate, yet it also contained all the highly proliferative neoplasms. Moreover, each group had a specific alternative splicing events signature, revealing an unprecedented discovery: the association between the expression profile of the splicing machinery and its product, the splicing variants. We provide a detailed characterization of the molecular and functional consequences of the splice variants defining each of the spliceosomic groups. These findings underscore the previously unrecognized yet significant impact of RNA splicing on PanNET heterogeneity and suggest that detailed splicing profiles could serve as valuable tools for identifying novel biomarkers and therapeutic targets. Thus, beyond providing crucial insights into PanNET molecular biology, our study offers a foundation for future studies exploring personalized therapeutic strategies based on splicing features.

Open article ↗



2026-07-08 | Long term survival in three pancreatic cancer patients following Whipple's procedure and allogeneic hematopoietic cell transplantation.

Pancreatic ductal adenocarcinoma (PDAC) is associated with an extremely poor prognosis, with long-term survival being exceedingly rare. Here, we follow-up on three long-term survivors. This study initially included eight patients with PDAC who underwent radical resection via Whipple's procedure with no evidence of distant metastases. Two of these patients received allogeneic hematopoietic cell transplantation (HCT) in a previously published trial. The remaining six patients, who served as controls and did not receive HCT, died of progressive PDAC within one to four years. Additionally, a 60-year-old male with PDAC who underwent partial pancreatectomy and gastrectomy received HCT from a matched unrelated donor. Patient 1 developed mild acute graft-versus-host disease (GVHD) of the skin, followed by chronic GVHD. He subsequently underwent surgery for oral cancer and remains alive 21 years after the initial PDAC diagnosis, with no evidence of recurrence. Patient 2 experienced severe acute gastrointestinal GVHD and recurrent chronic bronchiolitis obliterans. He died of esophageal cancer 19 years after PDAC diagnosis. Patient 3 experienced graft rejection and multiple medical complications, including radical surgery for colorectal cancer, yet remains cancer-free 15 years after PDAC diagnosis. In conclusion, HCT may confer anticancer effects in patients with radically resected PDAC. Further investigations are warranted to confirm its therapeutic value.ClinicalTrials.gov Identifier: NCT02207985.

Open article ↗



2026-07-01 | Transcriptomic-based molecular classification of ampullary adenocarcinoma.

Ampullary adenocarcinoma (AMPAC) is a rare and heterogeneous malignancy with markedly variable clinical outcomes, underscoring the urgent need for molecularly informed classification and personalized therapeutic strategies. Current AMPAC classification relies primarily on morphological and immunohistochemical criteria, which lack prognostic accuracy and fail to capture the underlying molecular and tumor microenvironment heterogeneity. In this study, we integrated bulk RNA sequencing, single-cell RNA sequencing (scRNA-seq), and clinicopathological data to elucidate the molecular architecture of AMPAC and introduced a transcriptomic-based molecular classification (AMS). The AMS categorized patients into two molecular subtypes: mesenchymal AMPAC (AMS-M) and classical AMPAC (AMS-C). The AMS-M demonstrated increased epithelial-mesenchymal transition (EMT) and stromal activation, correlating with basal-like subtypes associated with unfavorable prognosis. In contrast, AMS-C tumors exhibited metabolic and differentiation programs with relatively preserved immune infiltration. Importantly, we identified MUC16 as a pivotal biomarker specifically overexpressed in AMS-M tumors. MUC16 knockout markedly reversed EMT, attenuated invasive and migratory capacities, and restored chemosensitivity in both cell lines and their xenograft models. Collectively, our findings establish AMS as a prognostically and therapeutically informative molecular classification framework for AMPAC, unveil the critical role of the tumor microenvironment in AMPAC heterogeneity, and provide a translational foundation for precision oncology in this rare tumor.

Open article ↗



2026-07-09 | An Integrative RNA Spliceosomic Landscape of Pancreatic Neuroendocrine Tumors Identifies Clinically Relevant Molecular Subgroups.

Alterations in alternative splicing are emerging as a novel cancer hallmark, offering new insights into tumor biology. However, integrative analyses of splicing are still scarce, particularly in rare cancers like pancreatic neuroendocrine tumors (PanNETs), whose striking heterogeneity complicates patient diagnosis and treatment. Here, we provide the first comprehensive characterization of the RNA splicing landscape in PanNETs through integrative analysis of RNA-seq data from 174 tumor samples. We identified three robust spliceosomic groups (SPN1, SPN2, SPN3) each associated with unique clinical and molecular characteristics. SPN1 displayed intermediate clinical behavior alongside enhanced mTOR signaling; SPN2 was characterized by a less secretory phenotype, enrichment in alpha-cell markers and somatostatin receptors, increased metastasis, and frequent mutations in MEN1 and DAXX/ATRX genes; in contrast, SPN3 was composed mainly by low grade tumors with beta-cell marker expression and the lowest mutational rate, yet it also contained all the highly proliferative neoplasms. Moreover, each group had a specific alternative splicing events signature, revealing an unprecedented discovery: the association between the expression profile of the splicing machinery and its product, the splicing variants. We provide a detailed characterization of the molecular and functional consequences of the splice variants defining each of the spliceosomic groups. These findings underscore the previously unrecognized yet significant impact of RNA splicing on PanNET heterogeneity and suggest that detailed splicing profiles could serve as valuable tools for identifying novel biomarkers and therapeutic targets. Thus, beyond providing crucial insights into PanNET molecular biology, our study offers a foundation for future studies exploring personalized therapeutic strategies based on splicing features.

Open article ↗



2026-07-08 | Long term survival in three pancreatic cancer patients following Whipple's procedure and allogeneic hematopoietic cell transplantation.

Pancreatic ductal adenocarcinoma (PDAC) is associated with an extremely poor prognosis, with long-term survival being exceedingly rare. Here, we follow-up on three long-term survivors. This study initially included eight patients with PDAC who underwent radical resection via Whipple's procedure with no evidence of distant metastases. Two of these patients received allogeneic hematopoietic cell transplantation (HCT) in a previously published trial. The remaining six patients, who served as controls and did not receive HCT, died of progressive PDAC within one to four years. Additionally, a 60-year-old male with PDAC who underwent partial pancreatectomy and gastrectomy received HCT from a matched unrelated donor. Patient 1 developed mild acute graft-versus-host disease (GVHD) of the skin, followed by chronic GVHD. He subsequently underwent surgery for oral cancer and remains alive 21 years after the initial PDAC diagnosis, with no evidence of recurrence. Patient 2 experienced severe acute gastrointestinal GVHD and recurrent chronic bronchiolitis obliterans. He died of esophageal cancer 19 years after PDAC diagnosis. Patient 3 experienced graft rejection and multiple medical complications, including radical surgery for colorectal cancer, yet remains cancer-free 15 years after PDAC diagnosis. In conclusion, HCT may confer anticancer effects in patients with radically resected PDAC. Further investigations are warranted to confirm its therapeutic value.ClinicalTrials.gov Identifier: NCT02207985.

Open article ↗



2026-07-01 | Transcriptomic-based molecular classification of ampullary adenocarcinoma.

Ampullary adenocarcinoma (AMPAC) is a rare and heterogeneous malignancy with markedly variable clinical outcomes, underscoring the urgent need for molecularly informed classification and personalized therapeutic strategies. Current AMPAC classification relies primarily on morphological and immunohistochemical criteria, which lack prognostic accuracy and fail to capture the underlying molecular and tumor microenvironment heterogeneity. In this study, we integrated bulk RNA sequencing, single-cell RNA sequencing (scRNA-seq), and clinicopathological data to elucidate the molecular architecture of AMPAC and introduced a transcriptomic-based molecular classification (AMS). The AMS categorized patients into two molecular subtypes: mesenchymal AMPAC (AMS-M) and classical AMPAC (AMS-C). The AMS-M demonstrated increased epithelial-mesenchymal transition (EMT) and stromal activation, correlating with basal-like subtypes associated with unfavorable prognosis. In contrast, AMS-C tumors exhibited metabolic and differentiation programs with relatively preserved immune infiltration. Importantly, we identified MUC16 as a pivotal biomarker specifically overexpressed in AMS-M tumors. MUC16 knockout markedly reversed EMT, attenuated invasive and migratory capacities, and restored chemosensitivity in both cell lines and their xenograft models. Collectively, our findings establish AMS as a prognostically and therapeutically informative molecular classification framework for AMPAC, unveil the critical role of the tumor microenvironment in AMPAC heterogeneity, and provide a translational foundation for precision oncology in this rare tumor.

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

23 orphan drug designations for Rare tumor of pancreas.

23 orphan drug designations for Rare tumor of pancreas.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Quemliclustat

small molecules

EMA

2026-05-20

Arcus Biosciences Europe Limited

Daraxonrasib

small molecules

EMA

2026-04-20

IQVIA RDS Spain S.L.

selective p53 reactivator targeting p53 Y220C mutation

small molecules

FDA

2026-03-09

Changchun GeneScience Pharmaceutical Co., Ltd.

recombinant humanized IgG1k monoclonal antibody targeting parathyroid hormone-related protein (PTHrP)

antibodies

FDA

2026-03-09

BioGate Precision Medicine Corp.

Recombinant human interleukin-7 fused to a hybrid crystallizable fragment region of a human antibody (rhIL-7-hyFc)

proteins

FDA

2024-01-18

NeoImmuneTech

elraglusib

small molecules

FDA

2023-07-18

Actuate Therapeutics, Inc.

Paclitaxel, polyoligo(ethylene glycol)methacrylate-co-poly(vinylbenzyldithiodibutyric acid-gemcitabine)

small molecules

EMA

2021-11-12

Duo Oncology Europe B.V.

N-hydroxy-N-(methylacylfulvene)urea

small molecules

FDA

2021-08-09

Lantern Pharma, Inc.

Racemetyrosine

small molecules

FDA

2020-07-31

Tyme Technologies, Inc.

anti-EGFR VHH Fragment Fused to Cytosine Deaminase

proteins

FDA

2020-02-26

Lumosa Therapeutics Co., Ltd.

(S)-4,11-diethyl-4-hydroxy-3,14-dioxo-3,4,12,14-tetrahydro-1H-pyrano[3',4':6,7]indolizino[1,2-b]quinolin-9-yl 4-(2-(5-(3-(2,4-dihydroxy-5-isopropylphenyl)-5-hydroxy-4H-1,2,4-triazol-4-yl)-1H-indol-1-yl)ethyl)piperidine-1-carboxylate

small molecules

FDA

2019-07-24

Tarveda Therapeutics, Inc.

doranidazole

small molecules

FDA

2018-11-30

Shuttle Pharmaceuticals, Inc.

4-amino-1-[(1S,4R,5S)-2-fluoro-4,5-dihydroxy-3-(hydroxymethyl)cyclopent-2-en-1-yl]pyrimidin-2-one

small molecules

EMA

2017-11-08

IQVIA RDS Ireland Limited

pegylated recombinant human interleukin-10

proteins

FDA

2016-07-18

Eli Lilly and Company

tarextumab

antibodies

FDA

2015-01-26

OncoMed Pharmaceuticals, Inc.

Istiratumab

antibodies

FDA

2014-10-22

Merrimack Pharmaceuticals, Inc.

recombinant human monoclonal antibody of the IgG1 kappa class against prostate stem cell antigen

antibodies

FDA

2012-12-03

Astellas Pharma Global Development, Inc.

12-A-p21 RAS(5-21). 12-C-p21 RAS(5-21). 12-D-p21 RAS(5-21). 12-Rp21 RAS(5-21). 12-S-p21 RAS(5-21). 12-V-p21 RAS(5-21). 13-D-p21 RAS(5-21)

vaccines

FDA

2011-06-07

Targovax Solutions AS, a subsidiary of Targovax ASA

mycobacterium vaccae

other

FDA

2010-08-06

Immodulon Therapeutics Ltd.

Replication-incompetent GM-CSF-expressing gene-modified allogeneic pancreatic cancer cell lines

cell therapies

FDA

2010-03-01

Aduro BioTech, Inc.

Gastrin 17C Diphtheria Toxoid Immunogen

vaccines

FDA

2009-07-07

Astrimmune Ltd.

Paclitaxel (liposomal)

small molecules

EMA

2006-10-31

SynCore Biotechnology Europe GmbH

N2'-deacetyl-N2'-(3-mercapto-1-oxopropyl)-Maystansine-Conjugated Humanized C242 Monoclonal Antibody

antibodies

FDA

2000-12-07

SmithKline Beecham Pharmaceuticals

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.