In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection

Currently, dietary supplements contain a wide range of non-specific concentrations of testosterone and/or its synthetic analogs, substances that are not permitted and that pose a risk to public health, which puts into perspective the need to evaluate and regulate the composition of these products. T...

Full description

Bibliographic Details
Main Authors: Ariadna Medina, Ana L. Torres, Aurora Antonio
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/35/1/39
_version_ 1797580235747622912
author Ariadna Medina
Ana L. Torres
Aurora Antonio
author_facet Ariadna Medina
Ana L. Torres
Aurora Antonio
author_sort Ariadna Medina
collection DOAJ
description Currently, dietary supplements contain a wide range of non-specific concentrations of testosterone and/or its synthetic analogs, substances that are not permitted and that pose a risk to public health, which puts into perspective the need to evaluate and regulate the composition of these products. The present project proposes a control tool based on the development of a biosensor using aptamers as bio-recognition elements. The aptamer is a specific sequence of oligonucleotides with can fold into unique three-dimensional structures that interact with the analyte (testosterone and analogs). Integrally, it is proposed that the aptamers are coupled with gold nanoparticles functioning as a census and signal transduction system conducing to a biosensor with high sensitivity and selectivity and rapid response. In this work, modeling and molecular docking tools were used to evaluate the folding and structural stability of the aptamers. It is essential to carry out complete in silico analysis for the bio-recognition system and to evaluate the stability of the proposed aptamers with variations in the medium, allowing one to determine the conditions and adaptations necessary for the experimental analysis, design, and operation of the biosensor. On the other hand, evaluating the affinity and identifying the types of interactions between the aptamer and analyte allows us to locate the best candidate for the proposed aptamers. The stability of a set of nine sequences with proven interaction with testosterone was evaluated under different conditions, specifically, folding temperature (8.0 °C, 20 °C, and 30 °C), [Na<sup>+</sup>] (1.0 mm M, 50 mM, and 150 mM) and [Mg<sup>2+</sup>] (1.0 mm M, 2.0 mM, 3.0 mM, and 4.0 mM), with the MFold web server, RNA Composer, and PyMOL. The affinity and molecular interaction assays were carried out between each of the aptamers and three analytes: testosterone, testosterone undecanoate, and androstenedione using Auto dock Vina, Chimera, PyMOL, and Discovery Studio. The results showing stability and conformational changes in the aptamers allow us to conclude that the aptamers (T6, T5.1, and TESS1) are compatible with the conditions used in run tests and have high affinity for testosterone, the interactions of which are mainly established through non-covalent and hydrogen bonds.
first_indexed 2024-03-10T22:48:19Z
format Article
id doaj.art-6deb65a0b0a84af9adfc8b5c2670dba3
institution Directory Open Access Journal
issn 2673-4591
language English
last_indexed 2024-03-10T22:48:19Z
publishDate 2023-05-01
publisher MDPI AG
record_format Article
series Engineering Proceedings
spelling doaj.art-6deb65a0b0a84af9adfc8b5c2670dba32023-11-19T10:32:26ZengMDPI AGEngineering Proceedings2673-45912023-05-013513910.3390/IECB2023-14739In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone DetectionAriadna Medina0Ana L. Torres1Aurora Antonio2Department of Nanotechnology, School of Science and Engineering, Instituto Tecnológico y de Estudios Superiores de Monterrey, Av. Lago de Guadalupe KM 3.5, Cd López Mateos, Estado de México 52926, MexicoDepartment of Bioengineering, School of Science and Engineering, Instituto Tecnológico y de Estudios Superiores de Monterrey, Av. Lago de Guadalupe KM 3.5, Cd López Mateos, Estado de México 52926, MexicoDepartment of Bioengineering, School of Science and Engineering, Instituto Tecnológico y de Estudios Superiores de Monterrey, Av. Lago de Guadalupe KM 3.5, Cd López Mateos, Estado de México 52926, MexicoCurrently, dietary supplements contain a wide range of non-specific concentrations of testosterone and/or its synthetic analogs, substances that are not permitted and that pose a risk to public health, which puts into perspective the need to evaluate and regulate the composition of these products. The present project proposes a control tool based on the development of a biosensor using aptamers as bio-recognition elements. The aptamer is a specific sequence of oligonucleotides with can fold into unique three-dimensional structures that interact with the analyte (testosterone and analogs). Integrally, it is proposed that the aptamers are coupled with gold nanoparticles functioning as a census and signal transduction system conducing to a biosensor with high sensitivity and selectivity and rapid response. In this work, modeling and molecular docking tools were used to evaluate the folding and structural stability of the aptamers. It is essential to carry out complete in silico analysis for the bio-recognition system and to evaluate the stability of the proposed aptamers with variations in the medium, allowing one to determine the conditions and adaptations necessary for the experimental analysis, design, and operation of the biosensor. On the other hand, evaluating the affinity and identifying the types of interactions between the aptamer and analyte allows us to locate the best candidate for the proposed aptamers. The stability of a set of nine sequences with proven interaction with testosterone was evaluated under different conditions, specifically, folding temperature (8.0 °C, 20 °C, and 30 °C), [Na<sup>+</sup>] (1.0 mm M, 50 mM, and 150 mM) and [Mg<sup>2+</sup>] (1.0 mm M, 2.0 mM, 3.0 mM, and 4.0 mM), with the MFold web server, RNA Composer, and PyMOL. The affinity and molecular interaction assays were carried out between each of the aptamers and three analytes: testosterone, testosterone undecanoate, and androstenedione using Auto dock Vina, Chimera, PyMOL, and Discovery Studio. The results showing stability and conformational changes in the aptamers allow us to conclude that the aptamers (T6, T5.1, and TESS1) are compatible with the conditions used in run tests and have high affinity for testosterone, the interactions of which are mainly established through non-covalent and hydrogen bonds.https://www.mdpi.com/2673-4591/35/1/39in silicoaptamerbiosensormolecular dockingtestosterone–aptamer
spellingShingle Ariadna Medina
Ana L. Torres
Aurora Antonio
In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection
Engineering Proceedings
in silico
aptamer
biosensor
molecular docking
testosterone–aptamer
title In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection
title_full In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection
title_fullStr In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection
title_full_unstemmed In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection
title_short In-Silico Evaluation of the Folding and Structural Stability of Aptamers for Application in the Design of a Biosensor for Testosterone Detection
title_sort in silico evaluation of the folding and structural stability of aptamers for application in the design of a biosensor for testosterone detection
topic in silico
aptamer
biosensor
molecular docking
testosterone–aptamer
url https://www.mdpi.com/2673-4591/35/1/39
work_keys_str_mv AT ariadnamedina insilicoevaluationofthefoldingandstructuralstabilityofaptamersforapplicationinthedesignofabiosensorfortestosteronedetection
AT analtorres insilicoevaluationofthefoldingandstructuralstabilityofaptamersforapplicationinthedesignofabiosensorfortestosteronedetection
AT auroraantonio insilicoevaluationofthefoldingandstructuralstabilityofaptamersforapplicationinthedesignofabiosensorfortestosteronedetection