DFT Reveals Adenine Adsorption on Graphene Oxide and AuNPs: A Potential Reason for Failure in Aptamer Selection

With the advancement of aptamer, an increasing number of SELEX methods have been developed. However, not all methods can effectively and efficiently enrich aptamer sequences. Recent studies have shown that GO-SELEX and Gold-SELEX methods barely enrich adenosine aptamers, likely due to the adsorption of adenosine on the surfaces of GO and AuNPs. In this study, we used density functional theory to investigate the adsorption behavior and strength of adenine, the nucleobase of adenosine, on Au clusters, GO clusters, and rGO clusters. Adenine exhibited the highest adsorption energy on Au clusters at -1.3676 eV, followed by GO at -0.6146 eV, and the weakest on rGO at -0.5966 eV. Furthermore, by analyzing Mayer bond order, charge transfer, IGMH, and energy decomposition analysis, we determined that adenine interacts with Au clusters mainly through coordination bonds, Au-π interactions, and van der Waals forces; with GO clusters via hydrogen bonding, π-π stacking, and van der Waals forces; and with rGO clusters through π-π stacking and van der Waals forces. We find that adenine adsorption is strongest on Au clusters, weaker on GO, and weakest on rGO. This suggests that during SELEX, adenosine strongly adsorbs to the substrate, making it largely unavailable in solution to perform its selective role, thereby causing the failure in aptamer enrichment. These findings indicate that the interaction between the target and the SELEX substrate significantly affects SELEX efficiency. We recommend that future studies thoroughly consider such interactions.

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Publication Details

Journal
Langmuir
Published
2025-12-12
DOI
https://doi.org/10.1021/acs.langmuir.5c04906
Primary Topic
Graphene research and applications
Type
article
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article

DFT Reveals Adenine Adsorption on Graphene Oxide and AuNPs: A Potential Reason for Failure in Aptamer Selection

Yunsong Liang, Qingqing Yang, Ying Yang, Zhuoer Chen et al.
Langmuir
Graphene research and applications
article

DFT Reveals Adenine Adsorption on Graphene Oxide and AuNPs: A Potential Reason for Failure in Aptamer Selection

Yunsong Liang, Qingqing Yang, Ying Yang, Zhuoer Chen, Tao Le, Xiaozhou Mou
article en

Abstract

With the advancement of aptamer, an increasing number of SELEX methods have been developed. However, not all methods can effectively and efficiently enrich aptamer sequences. Recent studies have shown that GO-SELEX and Gold-SELEX methods barely enrich adenosine aptamers, likely due to the adsorption of adenosine on the surfaces of GO and AuNPs. In this study, we used density functional theory to investigate the adsorption behavior and strength of adenine, the nucleobase of adenosine, on Au clusters, GO clusters, and rGO clusters. Adenine exhibited the highest adsorption energy on Au clusters at -1.3676 eV, followed by GO at -0.6146 eV, and the weakest on rGO at -0.5966 eV. Furthermore, by analyzing Mayer bond order, charge transfer, IGMH, and energy decomposition analysis, we determined that adenine interacts with Au clusters mainly through coordination bonds, Au-π interactions, and van der Waals forces; with GO clusters via hydrogen bonding, π-π stacking, and van der Waals forces; and with rGO clusters through π-π stacking and van der Waals forces. We find that adenine adsorption is strongest on Au clusters, weaker on GO, and weakest on rGO. This suggests that during SELEX, adenosine strongly adsorbs to the substrate, making it largely unavailable in solution to perform its selective role, thereby causing the failure in aptamer enrichment. These findings indicate that the interaction between the target and the SELEX substrate significantly affects SELEX efficiency. We recommend that future studies thoroughly consider such interactions.

LangmuirVol. 41(50)
Chongqing Normal University (CN), Zhejiang Institute of Freshwater Fisheries (CN)
Openalex Percentile: Top 67%
Graphene research and applications
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DFT Reveals Adenine Adsorption on Graphene Oxide and AuNPs: A Potential Reason for Failure in Aptamer Selection — Yunsong Liang, Qingqing Yang, et al. · Langmuir (2025) | TGRS Research Map | TGRS