Evidence map›Paper›PMID 42075971›Full record

ArticleMolecules (Basel, Switzerland)2026

Identification of Putative Equilibrative Nucleoside Transporter Inhibitors Through Dual-Pharmacophore Virtual Screening and Validation in a Gemcitabine-Based Cell Assay.

Sedra Kremesh, Azza Ramadan, Sedq Ahmad Moutraji, Shaima Hasan, Radwa E Mahgoub, Imogen R Coe, Nour Sammani, Lama Abuamer, Noor Atatreh, Mohammad A Ghattas

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Sedra KremeshCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.ORCID 0000-0001-6480-4292
Azza RamadanCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.ORCID 0000-0001-5988-7783
Sedq Ahmad MoutrajiCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.ORCID 0000-0002-7221-2745
Shaima HasanCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.ORCID 0000-0002-9984-243X
Radwa E MahgoubCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.ORCID 0000-0003-4249-5200
Imogen R CoeInstitute for Biomedical Engineering, Science and Technology (iBEST), Toronto, ON M5B 1T8, Canada.
Nour SammaniCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.
Lama AbuamerCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.
Noor AtatrehCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.
Mohammad A GhattasCollege of Pharmacy, Al Ain University, Abu Dhabi 64141, United Arab Emirates.ORCID 0000-0002-2240-8037

Funding

Al Ain University Ph2021-2-904, Ph2023-4-102 and Ph2024-5-101
6 · The paper itself

Abstract

Pharmacological inhibition of the nucleoside transporter hENT1 is a promising therapeutic target across a range of diseases, including cardiovascular disorders, neurodegenerative conditions, and cancer. However, current inhibitors lack drug-like properties, necessitating the development of new inhibitors with improved pharmacological profiles. We employed a dual-pharmacophore virtual screening protocol to identify putative hENT1 inhibitors from a library of over 2 million compounds, followed by structure-based molecular docking. To validate the inhibition effect of the lead compounds, we established a functional assay using gemcitabine (GEM)-induced cytotoxicity as a readout of hENT transport activity using eight cancer cell lines. H292 was the optimal cancer cell line for the validation assay based on its high GEM sensitivity (IC50 = 28 nM) and the concentration-dependent cytotoxicity inhibition of the reference inhibitor NBTI, a hENT1 inhibitor. Of the 19 candidate compounds, two leads (compounds 2 and 3) demonstrated potency comparable to NBTI, increasing GEM IC50 values by 2.2- and 2.9-fold at 5 µM, respectively. Both compounds were non-cytotoxic to normal fibroblasts, exhibited favorable ADME properties, displayed superior docking scores of -12.63 and -12.49 kcal/mol compared to NBTI (-9.06 kcal/mol), and displayed a novel vertical binding orientation within the hENT1 binding pocket distinct from NBTI's horizontal mode. This study established a validated non-radioactive, gemcitabine-based functional assay for hENT inhibitor discovery and identified two putative inhibitors with therapeutic potential for cancer chemosensitization, pain management, and cardio- and neuroprotection. The non-radioactive functional assay overcomes the limitations of traditional radiolabeled methods, enabling scalable, broader screening applications.

Indexed as

DeoxycytidineEquilibrative Nucleoside Transporter 1Cell Line, TumorGemcitabineHumansMolecular Docking SimulationPharmacophoreDeoxycytidineEquilibrative Nucleoside Transporter 1Gemcitabinecancer cell linesdrug discoverygemcitabinehENThENT inhibitorsMTT assaypharmacophore modelingvirtual screening

Identifiers

PMID42075971
PMCPMC13118991

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.