Nanoscale mapping of nucleolin–aptamer interactions on lung cancer cells reveals binding affinity hierarchy and spatial heterogeneity

Nucleolin, a protein overexpressed on the surface of cancer cells, has emerged as a promising therapeutic target due to its high affinity interactions with aptamers. This study localized nucleolin on lung cancer and normal cells at single-molecule resolution using the single molecule recognition imaging mode of Atomic Force Microscopy (AFM) with three aptamers: 9FU-AS1411, AS1411, and CRO. The results revealed abundant nucleolin expression on lung cancer cells, while minimal levels were detected on normal cells. The binding affinities and interaction dynamics of these aptamers were systematically evaluated. Flow cytometry and AFM-based force spectroscopy demonstrated that 9FU-AS1411 exhibited the strongest unbinding forces (piconewton level) and higher dissociation activation energy compared to AS1411, indicating enhanced complex stability. In contrast, CRO showed negligible binding, confirming its lack of specificity. Further analysis <i>via</i> Kelvin Probe Force Microscopy (KPFM) revealed distinct surface potential decrements after aptamer interactions: 24.4 mV (9FU-AS1411), 11.7 mV (AS1411), and 2.5 mV (CRO), correlating with their binding strengths. These findings quantitatively rank aptamer affinity as 9FU-AS1411 > AS1411 >> CRO, supported by molecular-level mechanistic insights into electrostatic and structural interactions. This work pioneers high-resolution spatial mapping of nucleolin-aptamer interactions, offering novel methodologies for studying protein-aptamer binding kinetics and electrical properties at unprecedented precision (0.1 mV resolution). The approaches established here not only advance nucleolin-targeted cancer therapy but also provide a framework for investigating other protein-aptamer systems in biomedical research.

Authors

Institutions

Publication Details

Journal
Analytical Methods
Published
2025-01-01
DOI
https://doi.org/10.1039/d5ay01088h
Primary Topic
Force Microscopy Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nanoscale mapping of nucleolin–aptamer interactions on lung cancer cells reveals binding affinity hierarchy and spatial heterogeneity

Rongrong Feng, Weijie Peng, Weidong Zhao, Longyun Chen et al.
Analytical Methods
Force Microscopy Techniques and Applications
article

Nanoscale mapping of nucleolin–aptamer interactions on lung cancer cells reveals binding affinity hierarchy and spatial heterogeneity

Rongrong Feng, Weijie Peng, Weidong Zhao, Longyun Chen, Qianhui Xu, Feng Jiang, Yuxiu Sun, Huaiwei Zhang
article en

Abstract

Nucleolin, a protein overexpressed on the surface of cancer cells, has emerged as a promising therapeutic target due to its high affinity interactions with aptamers. This study localized nucleolin on lung cancer and normal cells at single-molecule resolution using the single molecule recognition imaging mode of Atomic Force Microscopy (AFM) with three aptamers: 9FU-AS1411, AS1411, and CRO. The results revealed abundant nucleolin expression on lung cancer cells, while minimal levels were detected on normal cells. The binding affinities and interaction dynamics of these aptamers were systematically evaluated. Flow cytometry and AFM-based force spectroscopy demonstrated that 9FU-AS1411 exhibited the strongest unbinding forces (piconewton level) and higher dissociation activation energy compared to AS1411, indicating enhanced complex stability. In contrast, CRO showed negligible binding, confirming its lack of specificity. Further analysis <i>via</i> Kelvin Probe Force Microscopy (KPFM) revealed distinct surface potential decrements after aptamer interactions: 24.4 mV (9FU-AS1411), 11.7 mV (AS1411), and 2.5 mV (CRO), correlating with their binding strengths. These findings quantitatively rank aptamer affinity as 9FU-AS1411 > AS1411 >> CRO, supported by molecular-level mechanistic insights into electrostatic and structural interactions. This work pioneers high-resolution spatial mapping of nucleolin-aptamer interactions, offering novel methodologies for studying protein-aptamer binding kinetics and electrical properties at unprecedented precision (0.1 mV resolution). The approaches established here not only advance nucleolin-targeted cancer therapy but also provide a framework for investigating other protein-aptamer systems in biomedical research.

Analytical MethodsVol. 17(41)
Jiangxi University of Water Resources and Electric Power (CN), Nanchang University (CN), Gannan Medical University (CN)
Openalex Percentile: Top 77%
Force Microscopy Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.