AI Drug Discovery for Pharma and Biotech

Drug discovery

48

drugs

With orphan designations

Overview

Adenocarcinoma of the esophagus arises from glandular cells, primarily in the lower esophagus. It is strongly linked to chronic gastroesophageal reflux and Barrett’s metaplasia [1][5][9]. Prognosis remains poor (5-year survival: ~21.6% [14]), with most cases diagnosed at advanced stages due to late symptom onset [3][6][9]. Treatment relies on multimodal approaches, including chemoradiation, surgery, and emerging immunotherapy [1][3][5].

Population

Predominantly affects white males (>60 years), with a male-to-female ratio of 7:1 [6][9][14]. Incidence is rising in Western countries, correlating with obesity and GERD [6][9].

Burden

Accounts for ~1.1% of U.S. cancer cases (22,370 new cases in 2024) but 2.6% of cancer deaths (16,130 estimated deaths) [14]. Over 80% present with regional/distant spread, contributing to high morbidity and healthcare costs [6][10][14]. Global disparities exist, with higher mortality in underserved populations due to delayed diagnosis [2][12].

Therapies

  • Localized disease: Neoadjuvant chemoradiation (CROSS regimen: carboplatin/paclitaxel + 41.4 Gy radiation) followed by esophagectomy [3][7][11].

  • Advanced/metastatic disease: Combination chemotherapy (e.g., FLOT), immunotherapy (nivolumab, pembrolizumab), and targeted therapies (trastuzumab for HER2+) [1][7][11].

  • Palliation: Endoscopic stenting, brachytherapy, or laser therapy for dysphagia [1][5][7].

Categories: rare gastroenterological diseases, rare neoplastic diseases

Research Papers

3,125 drug discovery papers related to Adenocarcinoma of the esophagus, with 4 first-in-class and 11 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

3,125 drug discovery papers related to Adenocarcinoma of the esophagus, with 4 first-in-class and 11 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-12 | Genomic analysis of oesophageal carcinoma (EC) identifies recurrent mutations in histone methyltransferases as a distinctive subset.

Histone-lysine N-methyltransferase 2 (KMT2) family proteins methylate lysine 4 on the histone H3 tail at important regulatory regions in the genome and thereby impart crucial functions through modulating chromatin structures and DNA accessibility. We aimed to identify the molecular profile of KMT2-MT oesophageal cancer (EC) and associations with patient outcomes. In our study, KMT2 mutations were significantly associated with longer immunotherapy-related overall survival (OS) in the esophageal adenocarcinoma (EA) (21.42 vs 13.42 months, HR = 0.66, 95% CI: 0.50-0.88, P = 0.004), but not in the esophageal squamous cell carcinoma (ESCC). KMT2 mutations were significantly associated with microsatellite instability-high and higher tumor mutation burden in both EA and ESCC. KMT2-MT EA showed significantly higher mutation rates in CIC (13% vs 1.1%), NF1 (12.5% vs 2.2%), FBXW7 (12% vs 3.4%), ATM (11.5% vs 2.6%) and BRCA1 (11.5% vs 1%, all q < 0.05), compared to KMT2-wildtype (WT) tumors. Meanwhile, no significant mutational differences were observed between KMT2-MT and WT ESCC. Fat digestion and absorption, cholesterol metabolism and the infiltration of activated B cells were significantly enriched in KMT2-MT EA compared to KMT2-WT EA, but these results were not observed in the ESCC. This is the largest study to investigate the distinct molecular landscapes in KMT2-MT EC, characterized by higher tumor mutational burden, an increased frequency of microsatellite instability-high, and gene mutations involved in DNA damage repair and epigenetic regulation.

Open article ↗



2026-07-10 | Molecular mechanisms, current therapeutics, and emerging strategies in esophageal cancer: A comprehensive review.

Esophageal cancer (EC) is a prevalent and highly aggressive malignancy with an increasing global burden that is associated with significant mortality. The principal histological subtypes of EC, esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC), exhibit distinct etiological factors and genomic landscapes. This review systematically categorizes and synthesizes findings from key EC clinical trials conducted over the past five years. Specifically, we integrate the current understanding of molecular pathogenesis, targeted therapeutic approaches, the tumor immune microenvironment, and emerging treatment strategies. Immunotherapy has emerged as a breakthrough in the management of EC; however, the progress in the development of targeted therapies has been notably slower. To address this gap, promising future directions in targeted therapy may include tyrosine kinase inhibitors (TKIs), cyclin-dependent kinase 4/6 (CDK4/6) inhibitors, agents targeting the phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) pathway, and epigenetic modulators. Despite these significant therapeutic advances, EC remains a highly lethal disease, which underlines the critical and ongoing need to identify novel therapeutic vulnerabilities and explore innovative combination treatment regimens.

Open article ↗



2026-07-07 | Optimizing Postoperative Management in Deficient Mismatch Repair/Microsatellite Instability-High Gastric or Gastroesophageal Junction Adenocarcinoma: A Multicenter Retrospective Study.

The benefit of chemotherapy in locally advanced gastroesophageal cancer with deficient mismatch repair (dMMR) or microsatellite instability-high (MSI-H) remains uncertain. This study aimed to identify optimal postoperative management strategies for dMMR/MSI-H gastric or gastroesophageal junction (EGJ) adenocarcinoma. Patients with pathologically confirmed stage II-IVA dMMR/MSI-H gastric or EGJ adenocarcinoma who underwent D2 gastrectomy between 2015 and 2022 were retrospectively enrolled from 4 centers. Postoperative management strategies included observation, chemotherapy, immune checkpoint inhibitors (ICIs), or ICIs combined with chemotherapy (ICI-chemo). The primary endpoint was 2-year event-free survival (EFS), and the secondary endpoints were EFS and overall survival (OS). A total of 156 patients were included in the analysis. The highest 2-year EFS was observed in the ICI-chemo group (87.5%), followed by the observation group (86.7%) and the ICI monotherapy group (86.5%), whereas chemotherapy alone yielded the lowest rate (75.7%). Patients with earlier-stage disease had significantly lower risks of progression (hazard ratio [HR], 0.29; 95% confidence interval [CI], 0.16-0.53) and death (HR, 0.30; 95% CI, 0.14-0.64). EFS improved progressively from chemotherapy to observation and further to ICI-containing regimens across stages. In stage III-IVA disease, ICI monotherapy significantly improved OS compared with chemotherapy (HR, 0.28; P=0.038), with a favorable trend observed for ICI-chemo (HR, 0.32). Pathological stage is an independent prognostic factor in resectable dMMR/MSI-H gastric and EGJ adenocarcinoma. Adjuvant chemotherapy alone demonstrated limited benefit, whereas ICI-based regimens were associated with improved outcomes, supporting their use in high-risk patients.

Open article ↗



2026-07-12 | Genomic analysis of oesophageal carcinoma (EC) identifies recurrent mutations in histone methyltransferases as a distinctive subset.

Histone-lysine N-methyltransferase 2 (KMT2) family proteins methylate lysine 4 on the histone H3 tail at important regulatory regions in the genome and thereby impart crucial functions through modulating chromatin structures and DNA accessibility. We aimed to identify the molecular profile of KMT2-MT oesophageal cancer (EC) and associations with patient outcomes. In our study, KMT2 mutations were significantly associated with longer immunotherapy-related overall survival (OS) in the esophageal adenocarcinoma (EA) (21.42 vs 13.42 months, HR = 0.66, 95% CI: 0.50-0.88, P = 0.004), but not in the esophageal squamous cell carcinoma (ESCC). KMT2 mutations were significantly associated with microsatellite instability-high and higher tumor mutation burden in both EA and ESCC. KMT2-MT EA showed significantly higher mutation rates in CIC (13% vs 1.1%), NF1 (12.5% vs 2.2%), FBXW7 (12% vs 3.4%), ATM (11.5% vs 2.6%) and BRCA1 (11.5% vs 1%, all q < 0.05), compared to KMT2-wildtype (WT) tumors. Meanwhile, no significant mutational differences were observed between KMT2-MT and WT ESCC. Fat digestion and absorption, cholesterol metabolism and the infiltration of activated B cells were significantly enriched in KMT2-MT EA compared to KMT2-WT EA, but these results were not observed in the ESCC. This is the largest study to investigate the distinct molecular landscapes in KMT2-MT EC, characterized by higher tumor mutational burden, an increased frequency of microsatellite instability-high, and gene mutations involved in DNA damage repair and epigenetic regulation.

Open article ↗



2026-07-10 | Molecular mechanisms, current therapeutics, and emerging strategies in esophageal cancer: A comprehensive review.

Esophageal cancer (EC) is a prevalent and highly aggressive malignancy with an increasing global burden that is associated with significant mortality. The principal histological subtypes of EC, esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC), exhibit distinct etiological factors and genomic landscapes. This review systematically categorizes and synthesizes findings from key EC clinical trials conducted over the past five years. Specifically, we integrate the current understanding of molecular pathogenesis, targeted therapeutic approaches, the tumor immune microenvironment, and emerging treatment strategies. Immunotherapy has emerged as a breakthrough in the management of EC; however, the progress in the development of targeted therapies has been notably slower. To address this gap, promising future directions in targeted therapy may include tyrosine kinase inhibitors (TKIs), cyclin-dependent kinase 4/6 (CDK4/6) inhibitors, agents targeting the phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) pathway, and epigenetic modulators. Despite these significant therapeutic advances, EC remains a highly lethal disease, which underlines the critical and ongoing need to identify novel therapeutic vulnerabilities and explore innovative combination treatment regimens.

Open article ↗



2026-07-07 | Optimizing Postoperative Management in Deficient Mismatch Repair/Microsatellite Instability-High Gastric or Gastroesophageal Junction Adenocarcinoma: A Multicenter Retrospective Study.

The benefit of chemotherapy in locally advanced gastroesophageal cancer with deficient mismatch repair (dMMR) or microsatellite instability-high (MSI-H) remains uncertain. This study aimed to identify optimal postoperative management strategies for dMMR/MSI-H gastric or gastroesophageal junction (EGJ) adenocarcinoma. Patients with pathologically confirmed stage II-IVA dMMR/MSI-H gastric or EGJ adenocarcinoma who underwent D2 gastrectomy between 2015 and 2022 were retrospectively enrolled from 4 centers. Postoperative management strategies included observation, chemotherapy, immune checkpoint inhibitors (ICIs), or ICIs combined with chemotherapy (ICI-chemo). The primary endpoint was 2-year event-free survival (EFS), and the secondary endpoints were EFS and overall survival (OS). A total of 156 patients were included in the analysis. The highest 2-year EFS was observed in the ICI-chemo group (87.5%), followed by the observation group (86.7%) and the ICI monotherapy group (86.5%), whereas chemotherapy alone yielded the lowest rate (75.7%). Patients with earlier-stage disease had significantly lower risks of progression (hazard ratio [HR], 0.29; 95% confidence interval [CI], 0.16-0.53) and death (HR, 0.30; 95% CI, 0.14-0.64). EFS improved progressively from chemotherapy to observation and further to ICI-containing regimens across stages. In stage III-IVA disease, ICI monotherapy significantly improved OS compared with chemotherapy (HR, 0.28; P=0.038), with a favorable trend observed for ICI-chemo (HR, 0.32). Pathological stage is an independent prognostic factor in resectable dMMR/MSI-H gastric and EGJ adenocarcinoma. Adjuvant chemotherapy alone demonstrated limited benefit, whereas ICI-based regimens were associated with improved outcomes, supporting their use in high-risk patients.

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

48 orphan drug designations for Adenocarcinoma of the esophagus, including 4 approved therapies.

48 orphan drug designations for Adenocarcinoma of the esophagus, including 4 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

an antibody-drug conjugate composed of a humanized monoclonal antibody PM-012C against fibroblast growth factor receptor 2b (FGFR2b) conjugated to exatecan (topoisomerase I inhibitor) through a cleavable linker Pym-PEG8-Val-Ala-PAB

antibodies

FDA

2026-02-09

Hangzhou Zhongmei Huadong Pharmaceutical Co., Ltd

envafolimab

antibodies

FDA

2025-12-12

3D Medicines (Sichuan) Co., Ltd

7-ethtyl-10-hydroxycamptothecin and irinotecan

small molecules

FDA

2025-12-10

SN BioScience Inc.

antibody drug conjugate consisting of PM-012D antibody and linker-payload Pym-PEG8-Val-Ala-PAB-Exd

antibodies

FDA

2025-12-09

Hangzhou Zhongmei Huadong Pharmaceutical Co., Ltd

antibody-drug conjugate (ADC) consisting of a humanized anti-trophoblast cell surface antigen-2 (TROP2) antibody and a protease-cleavable linker-payload N-PM-0022 (BCN-GGVA-PAB(PEG24)-exatecan)

antibodies

FDA

2025-12-04

OBI Pharma USA Inc.

oxazol 2 ylmethyl N [5 [(1R)-1-(6-methoxy-3-pyridyl)ethyl]thiazol-2-yl]carbamate

small molecules

FDA

2025-10-22

Dewpoint Therapeutics Inc.

antibody-drug conjugate consisting of an anti-human epidermal growth factor receptor 2 bispecific antibody conjugated to a topoisomerase I inhibitor

antibodies

FDA

2025-07-27

Jiangsu Alphamab Biopharmaceuticals Co., Ltd.

telisotuzumab adizutecan

antibodies

FDA

2025-07-27

AbbVie Inc.

nesuparib

small molecules

FDA

2025-03-17

Onconic Therapeutics

lenvatinib

small molecules

FDA

2024-11-14

Eisai Inc.

antibody-drug conjugate (ADC) consisting of a humanized anti-trophoblast cell surface antigen-2 (TROP2) antibody (R4702) and a cathepsin B protease-cleavable linker-payload N-PM-0017 (MCCa-PEG24-VA-PAB-exatecan)

antibodies

FDA

2024-08-06

OBI Pharma USA Inc.

recombinant humanized IgG1 anti-TROP2 monoclonal antibody conjugated to a topoisomerase I inhibitor

antibodies

FDA

2024-06-18

Merck, Sharp & Dohme LLC, a subsidiary of Merck & Co., Inc. (MSD)

Neratinib maleate Tablets

small molecules

FDA

2024-03-25

Convalife Pharmaceuticals Co., Ltd.

durvalumab [Imfinzi]

antibodies

FDA

2023-10-12

2025-11-25

AstraZeneca Pharmaceuticals

trastuzumab biosimilar conjugated with TLR7/8 via a non-cleavable linker

antibodies

FDA

2023-09-22

Bolt Biotherapeutics

ex vivo expanded allogeneic cord blood-derived NK cells that have been genetically modified to express a HER2-directed CAR and secrete IL-15

cell therapies

FDA

2023-03-07

Artiva Biotherapeutics, Inc.

N-(6-(2,6-dichloro-3,5-dimethoxyphenyl)-1H-pyrazolo[3,4-b]pyridin-3-yl)-4-(3,3-dimethylpiperazin-1-yl)benzamide hydrochloride

small molecules

FDA

2023-01-12

3D Medicines (Beijing) Co., Ltd

Autologous Claudin18.2-targeted CAR-T cells

cell therapies

FDA

2022-11-22

Legend Biotech USA, Inc.

Trastuzumab vedotin

antibodies

FDA

2022-08-29

Shanghai Miracogen Inc.

Docetaxel albumin bound

small molecules

FDA

2022-07-20

Conjupro Biotherapeutics, Inc.

A CD47-binding, fusion protein containing a high affinity engineered D1 domain of human signal regulatory protein alpha (SIRPalpha) variant 1 (v1) genetically linked to a modified and inactive Fc domain of human IgG

proteins

FDA

2022-01-27

ALX Oncology Inc.

Humanized, Low-fucose Anti-Claudin 18.2 IgG1 Antibody with Enhanced ADCC

antibodies

FDA

2021-07-26

Suzhou Traoscenta Therapeutics Co., Ltd.

cinrebafusp

antibodies

FDA

2021-06-22

Pieris Pharmaceuticals, Inc.

fully human monoclonal IgG1 antibody against the type 2 isoform of human Claudin 18 protein (Claudin 18.2).

antibodies

FDA

2021-04-06

Leap Therapeutics, Inc.

humanized HER2 targeting monoclonal antibody conjugated to a cytotoxic tubulin inhibitor amberstatin

antibodies

FDA

2021-01-14

Ambrx, Inc.

Anti-Claudin 18.2 antibody drug conjugate comprised of a Claudin 18.2 targeting monoclonal IgG1 antibody, a linker LND1002, and monomethyl auristatin E

antibodies

FDA

2020-11-19

Elevation Oncology, Inc.

Humanized Anti-claudin18.2 Autologous Chimeric Antigen Receptor (CAR) T Cells

cell therapies

FDA

2020-09-30

CARsgen Therapeutics Corporation

half-life extended bispecific T cell engager (BiTE®) antibody construct designed to target both CLDN18.2 and CD3

antibodies

FDA

2020-07-31

Amgen, Inc.

humanized IgG4 monoclonal antibody optimized for neutralizing activity against DKK1, a secreted modulator of Wnt signaling

antibodies

FDA

2020-06-10

Leap Therapeutics, Inc

margetuximab

antibodies

FDA

2020-06-03

MacroGenics, Inc.

half-life extended bispecific T-cell engager antibody construct targeting MUC17 and CD3

antibodies

FDA

2020-06-02

Amgen Inc.

fam-trastuzumab deruxtecan-nxki [Enhertu]

antibodies

FDA

2020-05-20

2021-01-15

Daiichi Sankyo, Inc.

tislelizumab-jsgr [Tevimbra]

antibodies

FDA

2020-05-14

2024-12-26

BeOne Medicines USA, Inc.

crenolanib

small molecules

FDA

2019-10-21

AROG Pharmaceuticals, Inc.

anti-human epidermal growth factor receptor 2 (HER2) antibody drug conjugate

antibodies

FDA

2018-02-01

CSPC Dophen Corporation, subsidiary within CSPC Pharmaceutical Group

humanized immunoglobulin G1 (IgG1) T-cell bispecific (TCB) antibody targeting carcinoembryonic antigen (CEA)

antibodies

FDA

2018-01-22

Genentech, Inc.

zanidatamab

antibodies

FDA

2017-02-06

Jazz Pharmaceuticals Ireland Limited

nivolumab [Opdivo]

antibodies

FDA

2016-12-20

2021-04-16

Bristol-Myers Squibb Company

Nivolumab and Ipilimumab

antibodies

FDA

2016-12-20

Bristol-Myers Squibb Company

bemarituzumab

antibodies

FDA

2016-06-29

Amgen Inc.

napabucasin

small molecules

FDA

2016-06-20

Boston Biomedical, Inc.

bispecific antibody (monoclonal antibody)

antibodies

FDA

2013-08-08

Elevation Oncology, Inc.

bispecific antibody (monoclonal antibody)

antibodies

FDA

2013-08-08

Elevation Oncology, Inc.

pertuzumab

antibodies

FDA

2013-07-12

Genentech, Inc.

onartuzumab

antibodies

FDA

2013-01-23

Genentech, Inc.

lapatinib ditosylate hydrochloride

small molecules

FDA

2009-05-29

Novartis Pharmaceuticals Corp.

DHA-paclitaxel

small molecules

FDA

2003-05-01

Luitpold Pharmaceuticals, Inc.

Tezacitabine

small molecules

FDA

2003-01-27

Sanofi-Aventis US, Inc.

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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.