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

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.

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Journal
Molecules
Published
2026-04-15
DOI
https://doi.org/10.3390/molecules31081293
Primary Topic
Adenosine and Purinergic Signaling
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Mohammad A. Ghattas, Azza Ramadan, Sedq A. Moutraji, Noor Atatreh et al.
Molecules
Adenosine and Purinergic Signaling
article

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

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

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.

MoleculesVol. 31(8)
Al Ain University (AE), Toronto Metropolitan University (CA)
Al Ain University
Good health and well-being
Openalex Percentile: Top 24%
Adenosine and Purinergic Signaling
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