<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sens.</journal-id>
<journal-title>Frontiers in Sensors</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sens.</abbrev-journal-title>
<issn pub-type="epub">2673-5067</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1527587</article-id>
<article-id pub-id-type="doi">10.3389/fsens.2025.1527587</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sensors</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>An ecofriendly AuNPs/semi-amorphous MOF-based sensor for <italic>in-situ</italic> testosterone monitoring for clinical diagnosis and doping control</article-title>
<alt-title alt-title-type="left-running-head">Tortolini et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fsens.2025.1527587">10.3389/fsens.2025.1527587</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tortolini</surname>
<given-names>Cristina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2895828/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barbagallo</surname>
<given-names>Federica</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1837649/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Passeri</surname>
<given-names>Daniele</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/798808/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marrani</surname>
<given-names>Andrea Giacomo</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1126205/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Isidori</surname>
<given-names>Andrea M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/282004/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gianfrilli</surname>
<given-names>Daniele</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/285650/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Antiochia</surname>
<given-names>Riccarda</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1863525/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Experimental Medicine</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Medicine and Surgery</institution>, <institution>&#x201c;Kore&#x201d; University of Enna</institution>, <addr-line>Enna</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Basic and Applied Sciences for Engineering</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Chemistry</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Chemistry and Drug Technologies</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/799623/overview">Sandeep Kumar</ext-link>, Deemed to be University, India</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/258554/overview">Selvakumar Palanisamy</ext-link>, Khalifa University, United Arab Emirates</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2898256/overview">Urmila Chakraborty</ext-link>, Indian Institute of Technology Delhi, India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Riccarda Antiochia, <email>riccarda.antiochia@uniroma1.it</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>6</volume>
<elocation-id>1527587</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Tortolini, Barbagallo, Passeri, Marrani, Isidori, Gianfrilli and Antiochia.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Tortolini, Barbagallo, Passeri, Marrani, Isidori, Gianfrilli and Antiochia</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>A novel ecofriendly electrochemical sensor for <italic>in-situ</italic> detection of testosterone based on gold nanoparticles (AuNPs) and a semi-amorphous metal organic framework (MOF) has been developed for clinical diagnosis and doping control. For this purpose, MIL-100(Fe) has been synthetized according to a green path with crystallization times tuned in the range 2&#x2013;24&#xa0;h. The sensor platform was constructed via drop-casting MOF and AuNPs onto a graphene (GPH) screen-printed electrode (SPE) surface. The surface structure and morphology and the electrochemical properties of unmodified and modified electrodes were investigated by (SEM), energy-dispersive X-ray spectroscopy analysis (EDX), X-ray photoelectron spectroscopy (XPS), Raman spectroscopy, cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS), demonstrating the enhanced electrochemical response of the platform modified with MOF obtained with the shorter crystallization time of 2&#xa0;h (MOF2h) and AuNPs, compared to unmodified electrode. The AuNPs/MOF2h/GPH/SPE based sensor was responsive to nanomolar concentrations of testosterone, showing a wide linear range from 1 to 50&#xa0;nM and a detection limit (LOD) of 0.5&#xa0;nM, which correlates to the serum concentration values of healthy males. The combination of these results with the excellent performance maintained by the proposed sensor when interfaced with a miniaturized potentiostat (Sensit-Smart) directly connected to a smartphone, highlights the potential of this device towards <italic>in-situ</italic> electrochemical testosterone sensing, in particular for medical diagnosis and for doping control.</p>
</abstract>
<kwd-group>
<kwd>metal-organic frameworks</kwd>
<kwd>gold nanoparticles</kwd>
<kwd>electrochemical sensor</kwd>
<kwd>testosterone</kwd>
<kwd>clinical diagnosis</kwd>
<kwd>doping control</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biosensors</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Testosterone (17&#x3b2;-hydroxyandrost-4-en-3-one) is the primary male sex hormone and an anabolic steroid. It is vital for athletic performance and plays a significant role in the development of masculine traits (<xref ref-type="bibr" rid="B7">Berglund et al., 2011</xref>, <xref ref-type="bibr" rid="B47">Luetjens and Weinbauer, 2012</xref>). In humans, it is mostly produced by the male testes and the female ovaries, with minor amounts also coming from the adrenal glands in both sexes. This substance is essential for spermatogenesis, the growth and upkeep of male internal and external genitalia and secondary sex traits, and the regulation of libido in both sexes (<xref ref-type="bibr" rid="B34">Kumar et al., 2010</xref>, <xref ref-type="bibr" rid="B71">Yadav et al., 2014</xref>).</p>
<p>Normal testosterone plasma levels range between 10 and 35&#xa0;nM and from 0.6 to 2.5&#xa0;nM in adult males and females, respectively (<xref ref-type="bibr" rid="B62">Scovell et al., 2015</xref>; <xref ref-type="bibr" rid="B52">Mohamad et al., 2016</xref>; <xref ref-type="bibr" rid="B73">Yuki et al., 2013</xref>). Although testosterone is also used exogenously in treatments (typically in its esterified form), prolonged use of this hormone can have a number of negative effects (<xref ref-type="bibr" rid="B2">Alvarado, 2010</xref>). However, it is frequently used in illegal activities to enhance the performances of athletes (<xref ref-type="bibr" rid="B50">McBride et al., 2018</xref>; <xref ref-type="bibr" rid="B8">Bhasin et al., 2001</xref>).</p>
<p>Due to the potential health concerns and to its capacity to enhance performance, the World Anti-Doping Agency (WADA) prohibits the use of this substance (<xref ref-type="bibr" rid="B5">Barroso et al., 2008</xref>; <xref ref-type="bibr" rid="B69">Wang et al., 2022</xref>).</p>
<p>Therefore, a fast, accurate, low-cost and <italic>in-situ</italic> detection of testosterone is of extreme importance not only for clinical diagnosis but also for anti-doping agencies (<xref ref-type="bibr" rid="B46">Lu et al., 2023</xref>).</p>
<p>Traditionally, methods such gas-liquid chromatography/mass spectrometry, HPLC, enzyme-linked immunosorbent assay, and, more recently, mass spectrometry, have been widely used to measure the testosterone level in biological matrices with excellent sensitivity and selectivity (<xref ref-type="bibr" rid="B17">Fourou et al., 2018</xref>; <xref ref-type="bibr" rid="B33">Kozak et al., 2022</xref>; <xref ref-type="bibr" rid="B36">Laczka et al., 2011</xref>). However, these techniques require highly skilled laboratory personnel, costly and sophisticated equipment, laborious sample pretreatments, which result in considerable delays between sample collection and outcomes. Among voltammetric techniques, adsorptive stripping voltammetry (AdSV) was successfully used for the reduction of testosterone either at a hanging mercury drop electrode (HMDE) (<xref ref-type="bibr" rid="B27">Hu et al., 1993</xref>) or by using a lead film electrode (<xref ref-type="bibr" rid="B67">Tyszczuk, 2008</xref>), a bismuth film electrode (<xref ref-type="bibr" rid="B40">Levent et al., 2015</xref>) or a pencil graphite electrode with copper nanoparticle (<xref ref-type="bibr" rid="B10">Bozdo&#x11f;an, 2023</xref>). However, AdSV shows some drawbacks, such as mercury tossicity, the need of preconcentration step of the sample, and possibility of adsorption of matrix components on the electrode surface. On the other hand, electrochemical sensors and biosensors, thanks to their ease of use, speed, accuracy, sensitivity, cost-effectiveness, portability, and possibility of miniaturization, have become popular point-of-care diagnostic devices (<xref ref-type="bibr" rid="B44">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="B48">Ma et al., 2023</xref>; <xref ref-type="bibr" rid="B70">Xu et al., 2022</xref>). The goal of recent research in literature is to improve the electrochemical sensor&#x2019;s sensitivity by the arrangement and modification of the electrode surface (<xref ref-type="bibr" rid="B72">Yadav et al., 2013</xref>).</p>
<p>Several nanostructures have been employed for testosterone sensing, such as carbon nanotubes (<xref ref-type="bibr" rid="B1">Alam et al., 2021</xref>), nanosheets, metallic nanoparticles (<xref ref-type="bibr" rid="B33">Kozak et al., 2022</xref>; <xref ref-type="bibr" rid="B10">Bozdo&#x11f;an, 2023</xref>), graphene oxide (<xref ref-type="bibr" rid="B26">Heidarimoghadam et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Huang and Feng, 2024</xref>), molecularly-imprinted polymers (<xref ref-type="bibr" rid="B58">Sanchez-Almirola et al., 2023</xref>) and a number of strategies have been investigated to better modify the electrode surface in order to obtain larger surface area, enhanced conductivity, good biocompatibility and improved catalytic properties (<xref ref-type="bibr" rid="B4">Bahrami et al., 2021</xref>).</p>
<p>Metal-organic frameworks (MOFs) are a new class of multifunctional porous organic-inorganic compounds characterized by a cage-like structure consisting of metal ions and organic ligands (<xref ref-type="bibr" rid="B12">Delpiano et al., 2021</xref>). In recent years, thousands of MOFs have been described for potential applications in catalysis, (<xref ref-type="bibr" rid="B30">Jiao et al., 2018</xref>), (bio)sensing (<xref ref-type="bibr" rid="B51">Mehmandoust et al., 2022</xref>; <xref ref-type="bibr" rid="B14">Dolgopolova et al., 2018</xref>), adsorption (<xref ref-type="bibr" rid="B3">Ayati et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Jiang et al., 2019</xref>), gas storage (<xref ref-type="bibr" rid="B18">Ghanbari et al., 2020</xref>), enzyme carrier (<xref ref-type="bibr" rid="B54">Naseri et al., 2018</xref>; <xref ref-type="bibr" rid="B68">Wang and Liao, 2021</xref>) and drug delivery (<xref ref-type="bibr" rid="B43">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B57">Roth Stefaniak et al., 2018</xref>; <xref ref-type="bibr" rid="B49">Mallakpour et al., 2022</xref>). The use of octahedral trivalent metals like iron, which have low toxicity and high biocompatibility, and the simplest aromatic carboxylates, such as trimesate, has been reported to create MOFs with excellent stability and hierarchical mesopores. One of the most popular Fe-based MOF is MIL-100(Fe), prepared by a combination of trimesic acid, as organic linker, and a Fe(II) salt.</p>
<p>It is one of the highest porous MOFs available, with two mesoporous cages with different diameters (2.5&#xa0;nm and 2.9&#xa0;nm), accessible through microporous windows (0.86&#xa0;nm and 0.47&#x2013;0.55&#xa0;nm). In order to enhance its conductivity, in this work a film of AuNPs has been drop-casted onto the MOF structure resulting in improved sensitivity, thanks to a larger surface area. At present, the biggest challenge in the MIL-100(Fe) synthesis is to yield highly crystalline MOF under mild conditions, avoiding the use of toxic reagents, such as HF, HNO<sub>3</sub>, high temperature and pressure, which are normally used in the synthesis methods reported in literature.</p>
<p>In our work, we present a novel electrochemical sensor based on a disposable graphene SPE modified by a ecofriendly Fe-MOF and AuNPs for sensitive testosterone monitoring. The MOF synthesis time has been tuned from 2 to 24&#xa0;h in order to investigate the correlation between longer synthesis times and enhanced electrochemical performances. ii) The electrode modification was carried out by two drop-casting steps: i) MOF; ii) The novelty of the work is based on two main issues: i) a total &#x201c;green&#x201d; synthesis process without the use of any harsh regents; ii) a very short synthesis time (2&#xa0;h) which allows the formation of a semi-amorphous MOF with improved electrochemical performances. AuNPs. Step-wise modification of the SPE surface and the changes in electron transfer characteristics were monitored by cyclic voltammetry (CV), and electrochemical impedance spectroscopy (EIS). Also, structural and morphological characterizations were carried out by scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy analysis (EDX), X-ray photoelectron spectroscopy (XPS) and Raman spectroscopy.</p>
<p>The performance of the developed sensor was finally tested on real human serum samples spiked with synthetic testosterone and the results compared to those obtained with a portable potentiostat, used to perform POC sensing, needed for the development of personalized medicine and for doping controls.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Reagents and instrumentations</title>
<p>Testosterone (&#x2265;99%, TST), sodium monobasic phosphate (Na<sub>2</sub>HPO<sub>4</sub>), sodium dibasic phosphate (NaH<sub>2</sub>PO<sub>4</sub>), potassium chloride (KCl), potassium ferricyanide (III) (K<sub>3</sub>[Fe(CN)<sub>6</sub>]), potassium ferrocyanide (II) (K<sub>4</sub>[Fe(CN)<sub>6</sub>], trimesic acid (95%, H3BTC), iron (II) chloride tetrahydrate (99%, FeCl<sub>2</sub> &#xb7;4H<sub>2</sub>O), acetonitrile, tetraethylammonium tetrafluoro-borate (&#x2265;99%) and ethanol absolute (EtOH) were obtained from Sigma-Aldrich (Buchs, Switzerland). The gold nanoparticles (AuNPs, diameter 18&#x2013;20&#xa0;nm, 0.418&#xa0;mg&#xa0;mL<sup>-1</sup>) were synthesized according to a procedure reported in our previous work (<xref ref-type="bibr" rid="B65">Tortolini et al., 2024a</xref>).</p>
<p>The morphology and the chemical composition of bare and modified electrodes were investigated by Scanning Electron Microscopy (SEM) and by Energy-Dispersive X-ray spectroscopy (EDX), respectively. The SEM/EDX measurements were performed with High-Resolution Field Emission Scanning Electron Microscopy (HR FESEM, Zeiss Auriga Microscopy, Jena, Germany).</p>
<p>XPS measurements were carried out using an Omicron NanoTechnology Multiprobe XPS system equipped with a Mg&#xa0;K&#x3b1; (h&#x3bd; &#x3d; 1253.6&#xa0;eV) X-ray source. Ethanolic solutions of the MIL-100 (Fe) samples synthesized for 2&#xa0;h and 24&#xa0;h were drop casted onto hydrogenated Si wafers and let dry at room temperature. The samples were then mounted on the XPS sample holder with double-sided conductive scotch tape. The C 1s and Fe 2p photoionization regions were acquired using an analyzer pass energy of 20&#xa0;eV and take-off angle of 21&#xb0; with respect to the sample surface normal. The experimental spectra were theoretically reconstructed, fitting the secondary electrons&#x2019; background to a Shirley function and the elastic peaks to pseudo&#x2013;Voigt functions.</p>
<p>Raman spectra were run at room temperature in backscattering geometry with an inVia Renishaw micro-Raman spectrometer equipped with an air-cooled CCD detector and super-Notch filters. An Ar<sup>&#x2b;</sup> ion laser (&#x3bb;laser &#x3d; 514&#xa0;nm) was used, coupled to a Leica DLML microscope with a &#xd7;20 objective. The resolution was 2&#xa0;cm<sup>&#x2212;1</sup> and spectra were calibrated using the 520.5&#xa0;cm<sup>&#x2212;1</sup> line of a silicon wafer. Raman spectra were acquired in several different spots on the surface of the samples at 1% of laser power.</p>
<p>For Raman measurements, MOF samples, dispersed in ethanol, were drop-cast (about 100&#xa0;&#x3bc;L) on silicon wafers and dried before performing the analyses.</p>
<p>All electrochemical characterizations involving cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS) were performed using an Autolab Potentiostat/Galvanostat (Autolab PGSTAT204, Metrohm, Herisau, Switzerland) with the software Nova 1.1 v2.1.7. All measurements were carried out in a glass cell (model 6.1415.150, Metrohm, Herisau, Switzerland) with a conventional three-electrode configuration with an Ag/AgCl/KClsat (198&#xa0;mV vs. NHE) as a reference electrode (cat. 6.0726.100, Metrohm, Herisau, Switzerland), a glassy carbon rod as a counter electrode (cat. 6.1248.040, Metrohm, Herisau, Switzerland), a graphene screen-printed electrode (GPH/SPE, diameter 4&#xa0;mm, 110 Metrohm, Herisau, Switzerland) and a classical glassy carbon electrode (GCE, diameter 2&#xa0;mm, cat. 6.1204.600&#xa0;GC Metrohm, Herisau, Switzerland) as working electrodes, respectively. All electrochemical measurements were carried out using three independent electrodes (n &#x3d; 3). The data were treated and analyzed using Sigma Plot software. The data were presented as mean &#xb1; the standard deviation (SD).</p>
<p>For the smartphone-based sensing device experiments, a Sensit/SMART portable potentiostat (PalmSens, Houten, Netherlands) was used and directly connected to a smartphone for POC signal reading. All experiments were performed at room temperature (RT). pH measurements were made with a Metrohm pH meter model 780 (Switzerland).</p>
</sec>
<sec id="s2-2">
<title>2.2 Preparation of MIL-100(Fe)</title>
<p>The MIL-100(Fe) was synthesized according to a totally sustainable method already reported in literature (<xref ref-type="bibr" rid="B59">S&#xe1;nchez-S&#xe1;nchez et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Guesh et al., 2017</xref>) and three samples were taken out form the reaction mixture after 2&#xa0;h, 12&#xa0;h, and 24&#xa0;h of vigorous stirring, named MOF2h and MOF24h, respectively (<xref ref-type="scheme" rid="sch1">Scheme 1</xref>).</p>
<fig id="sch1" position="float">
<label>SCHEME 1</label>
<caption>
<p>Schematic representation of the MIL-100(Fe) synthesis with crystallization times of 2&#xa0;h and 24&#xa0;h.</p>
</caption>
<graphic xlink:href="FSENS_fsens-2025-1527587_wc_sch1.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>2.3 Fabrication of MOF/GPH/SPE and AuNPs/MOF/GPH/SPE</title>
<p>The MOF sensors were prepared using a bare graphene screen-printed electrode (GPH/SPE) modified b drop-casting 10&#xa0;&#x3bc;L of MOF solution of the three samples (MOF2&#xa0;h, MOF12&#xa0;h and MOF24&#xa0;h), respectively.</p>
<p>Then the electrodes were dried under vacuum for 1&#xa0;h at room temperature (RT). The AuNPs/MOF/GPH/SPEs were fabricated according to the previous procedure with a second drop-casting step of 10&#xa0;&#x3bc;L of AuNPs solution on the modified surfaces and letting dry at RT. All modified sensors were stored at RT until use.</p>
</sec>
<sec id="s2-4">
<title>2.4 Electrochemical procedures</title>
<p>The electrochemical measurements were performed by CV and EIS techniques. CV conditions were the followings: potential range: &#x2212;0.2 &#x2013; 0.7&#xa0;V and scan rate &#x3bd; &#x3d; 0.025&#xa0;V&#xa0;s<sup>&#x2212;1</sup>. For EIS analysis, the following parameters were employed: frequency range: 1&#x2013;500&#xa0;kHz, ac signal: 10&#xa0;mV amplitude (0.2&#xa0;V vs. Ag/AgCl). The solution used as redox probe was a mixture of 5&#xa0;mM Fe(CN)<sub>6</sub>
<sup>3&#x2212;/4&#x2212;</sup> in 0.1&#xa0;M KCl.</p>
<p>High-purity deionized water (resistance: 18.2&#xa0;M&#x3a9;&#xa0;cm at 25&#xb0;C; TOC &#x3c;10&#xa0;&#x3bc;g&#xa0;L<sup>&#x2212;1</sup>) obtained from Millipore (Molsheim, France) was used throughout experiments. All solutions were prepared in 0.1&#xa0;M phosphate buffer, 0.1&#xa0;M KCl, pH 7.0 (PBS).</p>
<p>Determination of the highest occupied and lowest unoccupied molecular orbital (HOMO and LUMO) energy states of AuNPs-MOF was carried out using acetonitrile (4&#xa0;mL) containing 0.1&#xa0;M tetraethylammonium tetrafluoroborate by scanning the potential in the range &#x2212;1.45 - 1.55&#xa0;V, for 10 scans at 50&#xa0;mV/s.</p>
</sec>
<sec id="s3">
<title>2.5 Preparation of real samples</title>
<p>Five serum samples were collected from healthy volunteers which had signed an informed consent before the study. The samples were stored at 4&#xb0;C and were diluted 1:10 in 0.1&#xa0;M PBS before electrochemical measurements. The standard addition method was applied to determine the added concentration of testosterone.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s4">
<title>3 Results and discussion</title>
<sec id="s4-1">
<title>3.1 Morphological and structural characterizations of modified electrodes</title>
<p>SEM images were carried out to investigate the surface morphology of modified electrodes. <xref ref-type="fig" rid="F1">Figure 1</xref> illustrates the MOF 2&#xa0;h and 24&#xa0;h, before and after the immobilization of AuNPs. It is clearly observed that, in the first case, most particles show an amorphous nature, attesting a low crystallinity of the material (<xref ref-type="fig" rid="F1">Figure 1A</xref>), due to the reduced time of synthesis, whereas in the second case (<xref ref-type="fig" rid="F1">Figure 1B</xref>) well-defined crystals with octahedral shape, distinct facets and an average diameter of about 120&#xa0;nm are clearly obtained. In order to certify the successful deposition of AuNPs on the MOF structures, SEM images were carried out after the drop-casting step of AuNPs on both electrodes. It is possible to see the presence of tiny scattered AuNPs, not uniformly distributed across the surface of the GPH/SPE in both cases (<xref ref-type="fig" rid="F1">Figures 1C, D</xref>), suggesting a relatively favorable interaction between support and AuNPs. <xref ref-type="fig" rid="F1">Figures 1E, F</xref> depicts the EDX elemental mapping images performed on the surfaces shown in <xref ref-type="fig" rid="F1">Figure 1</xref> (panels C and D), which confirm the presence of all fundamentals of MOF and AuNPs in the EDX spectra at both synthesis time, in particular the elemental peaks of carbon (C), oxygen (O), nitrogen (N), iron (Fe) and gold (Au), confirming the AuNPs/MOF nanostructure. SEM images of bare GPH/SPE and AuNPs/GPH/SPE have been reported in <xref ref-type="sec" rid="s13">Supplementary Figures S1A, B</xref>, for comparison.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>SEM spectra of: MOF2h <bold>(A)</bold>, MOF24&#xa0;h <bold>(B)</bold>, AuNPs/MOF2h <bold>(C)</bold>, AuNPs/MOF24&#xa0;h <bold>(D)</bold>; EDX analysis of AuNPs/MOF2h <bold>(E)</bold>, AuNPs/MOF24&#xa0;h <bold>(F)</bold>.</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g001.tif"/>
</fig>
<p>PXRD experiments were performed in order to check the crystal structure of both MOFs (Figure not shown, as reported in our work under review). The MOF 24&#xa0;h pattern perfectly matches with the simulated spectrum reported in literature for MIL-100(Fe). The agreement between both patterns is excellent, as every single peak of the simulated XRD pattern is present in the experimental XRD pattern with similar relative intensities without any other single detected XRD peak, leaving no doubts in the phase identification (<xref ref-type="bibr" rid="B21">Guesh et al., 2017</xref>; <xref ref-type="bibr" rid="B25">Han et al., 2017</xref>). Conversely, the MOF 2&#xa0;h presents broad and less defined PXRD peaks, typical of the lack of long-range order features of amorphous materials. The dominant phase is still present, although it is also present a XRD peak found at 9&#xb0;&#x2013;10&#xb0; 2&#x3b8;, which does not belong to the phase MIL-100(Fe), which totally disappears at a prolonged synthesis time (24&#xa0;h). XPS was used to ascertain the chemical composition of the MIL-100(Fe) samples taking advantage of the high sensitivity of photoelectron kinetic energies from the oxidation state and chemical environment. The Fe 2p ionization region (<xref ref-type="fig" rid="F2">Figure 2A</xref>, a and c) is composed by a spin-orbit split doublet with components j &#x3d; 3/2 and &#xbd; separated by a &#x394;Eso&#x223c;13.5&#xa0;eV. The two components are rather broad and the former displays a peak maximum at 711.3&#xa0;eV. In order to evaluate in detail the oxidation state of Fe, the Fe 2p spectra were curve-fitted using the Gupta and Sen (GS) multiplets (<xref ref-type="bibr" rid="B23">Gupta and Sen, 1974</xref>; <xref ref-type="bibr" rid="B24">Gupta and Sen, 1975</xref>) theoretically predicted for high-spin Fe<sup>3&#x2b;</sup> ions and applied by <xref ref-type="bibr" rid="B20">Grosvenor et al. (2004)</xref>; <xref ref-type="bibr" rid="B9">Biesinger et al. (2011)</xref> to Fe<sup>3&#x2b;</sup> compounds. In particular, a four-fold GS multiplet was used in the curve-fitting (green curves in <xref ref-type="fig" rid="F2">Figure 2</xref>, panel A (a) and (c)), with the first component falling at 710.5&#xa0;eV. A further component was also needed to account for a broad signal between the two main spin-orbit components, associated to a shake-up satellite (orange curves in <xref ref-type="fig" rid="F2">Figure 2</xref>, panel A (a) and (c)) (<xref ref-type="bibr" rid="B20">Grosvenor et al., 2004</xref>). Both spectra of samples 2h and 24&#xa0;h are well reconstructed by the adopted Fe<sup>3&#x2b;</sup> multiplet, supporting the presence of this oxidation state for iron.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> XPS Fe 2p and C 1s spectra of MIL-100 (Fe) samples synthesized for 2&#xa0;h (a, b), and 24&#xa0;h (c, d); <bold>(B)</bold> Raman spectra of 24&#xa0;h (red curve) and 2&#xa0;h (black curve) MIL-100(Fe).</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g002.tif"/>
</fig>
<p>Nevertheless, one difference between the two spectra is apparent regarding the intensity recorded around 715&#xa0;eV. Here, as pointed out by <xref ref-type="bibr" rid="B20">Grosvenor et al. (2004)</xref> an extra-peak (blue curves in <xref ref-type="fig" rid="F2">Figure 2</xref>, panel A (a) and c), additional to the GS multiplet, is sometimes needed to describe Fe compounds. This contribution has been reported to be due to Fe<sup>3&#x2b;</sup> ions confined at the surface of a nanostructured material, here denoted as &#x201c;surface peak&#x201d;.</p>
<p>In the analyzed samples this peak appears to slightly shift its position and increases in the 24&#xa0;h sample, suggesting a probable increase in the surface area of the MOF 24&#xa0;h. The C 1s regions of MIL-100 (Fe) samples are reported in <xref ref-type="fig" rid="F2">Figure 2</xref>, panel A, curves (b) and (d). In both cases the presence of both an aromatic (peaked at 285.0&#xa0;eV) and a carboxylate carbon component (peaked at 288.8&#xa0;eV) can be detected (<xref ref-type="bibr" rid="B55">P&#xe9;rez et al., 2022</xref>). These features are fully compatible with the expected presence of BTC ligands in the MIL-100(Fe) samples. Overall, XPS showed that both MOF samples are constituted by Fe<sup>3&#x2b;</sup> metal centers coordinated by BTC ligands, with the only small, yet significant, difference in the surface component, associated to a probable more nanostructured morphology in the MOF 24&#xa0;h sample.</p>
<p>Raman spectroscopy was utilized to confirm the synthesis of MIL (100)-Fe at the two synthesis times. Both Raman spectra perfectly matches with the spectrum reported in literature for MIL (100)-Fe, showing the following principal peaks (<xref ref-type="bibr" rid="B42">Li et al., 2016</xref>): &#x2248;810 (&#x3b3;C-H), &#x2248;1004 and &#x2248;1610 (&#x3bd;C &#x3d; C), &#x2248;1460 (&#x3bd;a COO-) &#x26; &#x2248;1550 (&#x3bd;s COO-), &#x2248;1370 (&#x3bd;COOH), and &#x2248;1216 (C-O-Fe stretching of trimesate) (<xref ref-type="fig" rid="F2">Figure 2</xref>, panel B). It is interesting to note that the two spectra are very similar two each other, with only a slight difference in the spectral region 200&#x2013;600&#xa0;cm<sup>&#x2212;1</sup>for MOF 2&#xa0;h, where are visible two peaks, one sharp at &#x2248;250&#xa0;cm<sup>&#x2212;1</sup> and a more widened peak between 400&#x2013;500&#xa0;cm<sup>&#x2212;1</sup>, which are not present in the spectrum of MOF 24&#xa0;h, probably due to the presence of still unreacted starting materials in the sample.</p>
</sec>
<sec id="s4-2">
<title>3.2 Electrochemical characterization of modified electrodes</title>
<p>The electrochemical characterization of the modified electrode platforms was performed by CV and EIS in 0.1&#xa0;M KCl solution containing 5&#xa0;mM Fe(CN)<sub>6</sub>
<sup>3&#x2212;/4&#x2212;.</sup> <xref ref-type="fig" rid="F3">Figure 3</xref> shows the CVs and Nyquist plots of bare (black), AuNPs (green), MOF2h (blue) and AuNPs/MOF2h (red) GPH/SPE, respectively.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> CV and <bold>(B)</bold> Nyquist plots of: bare (black), AuNPs (green), MOF2h (blue) and AuNPs/MOF2h GPH/SPE (red), respectively. All measurements were carried out in in 0.1&#xa0;M KCl, containing 5&#xa0;mM [Fe(CN)<sub>6</sub>]<sup>3&#x2013;/4&#x2013;</sup>, at &#x3bd; &#x3d; 25&#xa0;mV&#xa0;s<sup>&#x2013;1</sup> Inset: Randles circuit used for fitting the experimental data and R<sub>CT</sub> values for each sensor.</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g003.tif"/>
</fig>
<p>As shown in <xref ref-type="fig" rid="F3">Figure 3</xref>, panel A, all CV curves show two well-defined redox peaks, indicating a fast electron transfer of the redox probe. The peak current increase after the modification of the electrode with AuNPs or MOF is quite small and of similar intensity, whereas a larger increase in the peak curre<italic>nt</italic> is observed when the two nanomaterials are combined (red curve). A marked decrease in &#x394;E<sub>
<italic>p</italic>
</sub> was also observed in this case, with the lowest &#x394;E<sub>
<italic>p</italic>
</sub> value closer to the theoretical value of 59&#xa0;mV for a one&#x2212; electron reversible mediator. <xref ref-type="table" rid="T1">Table 1</xref> shows all the electrochemical parameters. The electroactive areas of bare and modified GPH/SPEs were calculated by recording CVs in the range 5&#x2013;500&#xa0;mV&#xa0;s<sup>-1</sup>, according to the Randles-Sevcik <xref ref-type="disp-formula" rid="e1">Equation 1</xref> (<xref ref-type="bibr" rid="B61">Savan, 2020</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mtext>I</mml:mtext>
<mml:mtext>p</mml:mtext>
</mml:msub>
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>.</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>69</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mrow>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">D</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:msup>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Electrochemical parameters of unmodified and modified GPH/SPEs: peak-to-peak potential separation (&#x394;E<sub>p</sub>), ratio anodic/cathodic peak current (Iap/Icp), electroactive area (A<sub>ea</sub>), roughness factor (&#x3c1;) and heterogeneous electron transfer rate constant <italic>k</italic>
<sup>
<italic>0</italic>
</sup>. Geometric area (A<sub>g</sub>) &#x3d; 0.11&#xa0;cm<sup>2.</sup>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">GPH/SPE</th>
<th align="left">&#x394;E<sup>&#x2a;</sup>p (mV)</th>
<th align="left">I<sup>&#x2a;</sup>
<sub>ap</sub>
<sup>/</sup>I<sub>cp</sub> (&#x3bc;A)</th>
<th align="left">E<sub>1/2</sub> (mV)</th>
<th align="left">A<sub>ea</sub> (cm<sup>2</sup>)</th>
<th align="left">&#x3c1;</th>
<th align="left">
<italic>k</italic>
<sup>0</sup> (cm s<sup>&#x2013;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">bare</td>
<td align="left">100</td>
<td align="left">1.14</td>
<td align="left">48</td>
<td align="left">0.132</td>
<td align="left">1.2</td>
<td align="left">2.11 &#xb1; 0.27 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">AuNPs</td>
<td align="left">99</td>
<td align="left">1.02</td>
<td align="left">58</td>
<td align="left">0.265</td>
<td align="left">2.41</td>
<td align="left">2.41 &#xb1; 0.40 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">MOF2h</td>
<td align="left">101</td>
<td align="left">1.03</td>
<td align="left">52</td>
<td align="left">0.179</td>
<td align="left">1.63</td>
<td align="left">2.50 &#xb1; 0.37 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">AuNPs/MOF2h</td>
<td align="left">86</td>
<td align="left">1.06</td>
<td align="left">51</td>
<td align="left">0.327</td>
<td align="left">2.97</td>
<td align="left">4.30 &#xb1; 0.16 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>&#x2a;</sup>&#x3bd; &#x3d; 25&#xa0;mV&#xa0;s<sup>&#x2013;1</sup>
</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In equation, I<sub>p</sub> represents the anodic/cathodic peak current (A), A<sub>e</sub> the electroactive area (cm<sup>2</sup>), D the diffusion coefficient (7.6 &#xd7; 10<sup>&#x2212;6</sup>&#xa0;cm<sup>2</sup>&#xa0;s<sup>&#x2212;1</sup>) and C the concentration (2.5 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;mol&#xa0;cm<sup>&#x2013;3</sup>) of [Fe(CN)<sub>6</sub>]<sup>3&#x2013;</sup>/[Fe(CN)<sub>6</sub>]<sup>4&#x2013;</sup> redox probe in KCl solution, n is the number of the electrons transferred during the redox reaction (n &#x3d; 1), and v is the scan rate (V s<sup>&#x2013;1</sup>). On the basis of this equation, the A<sub>e</sub> values of MOF2h and AuNPs/MOF2h modified GPH/SPEs resulted to be 0.179&#xa0;cm<sup>2</sup> and 0.327&#xa0;cm<sup>2</sup> (about 1.3 and 2.5 times higher than bare electrode, respectively (<xref ref-type="table" rid="T1">Table 1</xref>). These results indicate that the modification of the bare electrode with MOF2h slightly increases the Aea, which results marked increased after the adding of AuNPs, attesting that the dispersion of AuNPs on a MOF surface greatly affects the catalytic activity of the material.</p>
<p>The heterogeneous electron transfer rate constant <italic>k</italic>
<sup>
<italic>0</italic>
</sup> has also been calculated before and after each modification step, using the Lavagnini et al. method, which merges the Klingler-Kochi and Nicholson and Shain methods for irreversible and reversible systems, respectively (<xref ref-type="bibr" rid="B37">Lavagnini et al., 2004</xref>). It is interesting to note that the <italic>k</italic>
<sup>
<italic>0</italic>
</sup> value obtained for the AuNPs/MOF2h/GPH/SPE resulted more than 2 times higher than that calculated for the bare one (<xref ref-type="table" rid="T1">Table 1</xref>). This value confirms the synergistic contributions of MOF and AuNPs, which enhance each other properties: MOF can enhance the porosity and catalytic activity of AuNPs, whereas AuNPs are able to enhance the electrical conductivity of the nanoporous MOF.</p>
<p>The superior electrochemical performances shown by MOF2h both in absence and presence of AuNPs compared to MOF12&#xa0;h and MOF24&#xa0;h were demonstrated by CV experiments. The results are reported in <xref ref-type="sec" rid="s13">Supplementary Figures S2, S3</xref>, in absence and in presence of AuNPs, respectively. These results can be ascribed to the most abundant catalytic sites and the large number of defects present in the amorphous/semi-crystalline MOF structure, typical of MOF2h, compared to crystalline MOF12&#xa0;h and 24&#xa0;h, which can fasten the electron transfer and lead to a significant enhancement of the catalytic performance (<xref ref-type="bibr" rid="B13">Dissegna et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bechis et al., 2022</xref>; <xref ref-type="bibr" rid="B15">Dong et al., 2022</xref>; <xref ref-type="bibr" rid="B74">Zhao et al., 2024</xref>). On the basis on the results obtained, the MOF2h was used for further experiments, and referred as MOF.</p>
<p>The kinetic mechanism of the electrochemical reaction at AuNPs/MOF/GPH/SPE modified electrode was also investigated by monitoring the relationship between scan rate and peak current (<xref ref-type="sec" rid="s13">Supplementary Figure S4A</xref>). It can be observed a shift of the anodic and cathodic peaks towards more positive and negative potentials, respectively, when the scan rate is increased from 5 to 200&#xa0;mV&#xa0;s<sup>&#x2013;1</sup>, due to the effect of the resistance of the electrode. A linear relationship was also found between the peak magnitude of the anodic and cathodic current of the modified sensor and the square root of the scan rate (<xref ref-type="sec" rid="s13">Supplementary Figure S4B</xref>), indicating that the electrochemical process is diffusion-controlled.</p>
<p>EIS measurements were also performed for a further electrochemical characterization of the proposed platforms. The EIS spectra were recorded in the frequency range 1&#x2013;500&#xa0;kHz. The semicircle diameter in the high frequency region corresponds to the charge transfer resistance (RCT). The corresponding Nyquist plots are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>, panel B. The bare electrode (black curve) exhibited the highest RCT value. The AuNPs modified electrode (green curve) showed a slightly lower RCT value, suggesting improved conductivity. Similar behavior was obtained with MOF modified electrode (blue curve). It can be observed that the RCT value of the MOF electrode is a little larger than that of the AuNPs electrode. These results confirm the better conductivity of both nanomaterials, with small superior performances exhibited by the semi-amorphous MOF2h. Finally, a more significant decrease in RCT value is observed with the AuNPs/MOF/GPH/SPE (red curve), attesting the increased electrical conductivity when both nanomaterials are combined in a hybrid nanocomposite, in perfect agreement with the results obtained with CV.</p>
<p>All data obtained were fitted by applying the Randles circuit (<xref ref-type="fig" rid="F3">Figure 3</xref>, panel B, inset) and the results are reported in <xref ref-type="table" rid="T2">Table 2</xref>. Based on the RCT values obtained for bare and modified GPH/SPEs, the k0 of the redox probe between the bulk solution and the sensor surface for each electrode was calculated by <xref ref-type="disp-formula" rid="e2">Equation 2</xref>:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msup>
<mml:mi>K</mml:mi>
<mml:mn>0</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mtext>RT</mml:mtext>
<mml:mrow>
<mml:msub>
<mml:mtext>R</mml:mtext>
<mml:mrow>
<mml:mtext>C</mml:mtext>
<mml:mtext>T</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mtext>F</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi>n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mtext>AC</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where R is the universal gas constant (8.314&#xa0;J&#xa0;K<sup>&#x2212;1</sup> mol<sup>&#x2013;1</sup>), T the temperature (298.15&#xa0;K), F&#xa0;F&#x2019;s constant (96,485&#xa0;C&#xa0;mol<sup>&#x2013;1</sup>), <italic>n</italic> the number of transferred electrons, A the electrode geometric area (0.11&#xa0;cm<sup>2</sup>), and C the redox probe concentration (2.5 &#xd7; 10<sup>&#x2212;6</sup>&#xa0;mol&#xa0;cm<sup>&#x2013;3</sup>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>EIS fitting parameters obtained from the equivalent circuit and <italic>k</italic>
<sup>
<italic>0</italic>
</sup> values of unmodified and modified GPH/SPEs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">GPH/SPE</th>
<th align="left">R<sub>s</sub> (&#x3a9;)</th>
<th align="left">R<sub>CT</sub> (&#x3a9;)</th>
<th align="left">CPE (nMho s<sup>N</sup>)</th>
<th align="left">N</th>
<th align="left">W (mMho s<sup>1/2</sup>)</th>
<th align="left">
<italic>k</italic>
<sup>
<italic>0</italic>
</sup> (cm s<sup>&#x2013;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">bare</td>
<td align="left">4.69</td>
<td align="left">194</td>
<td align="left">5.43</td>
<td align="left">1.01</td>
<td align="left">1.67</td>
<td align="left">4.99 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">AuNPs</td>
<td align="left">3.44</td>
<td align="left">178</td>
<td align="left">6.56</td>
<td align="left">1.03</td>
<td align="left">1.76</td>
<td align="left">5.44 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">MOF2h</td>
<td align="left">1.86</td>
<td align="left">168</td>
<td align="left">7.57</td>
<td align="left">1</td>
<td align="left">1.31</td>
<td align="left">5.76 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">AuNPs/MOF2h</td>
<td align="left">8.74</td>
<td align="left">145</td>
<td align="left">18</td>
<td align="left">0.94</td>
<td align="left">2.18</td>
<td align="left">5.90 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The calculated <italic>k</italic>
<sup>
<italic>0</italic>
</sup> values agree with the RCT ones (<xref ref-type="table" rid="T2">Table 2</xref>), attesting a strong synergistic effect of the two nanomaterials that create a hybrid nanocomposite with superior electrochemical performances. As for the other Randles parameters, the constant phase element (CPE) is a parameter usually related to surface reactivity, electrode porosity, roughness, and surface inhomogeneity, and therefore it was expected that this value would rise from 5.43 for bare electrode to 18&#xa0;n MhO s<sup>N</sup> for AuNPs/MOF/GPH/SPE electrode, due to its greater structural complexity (<xref ref-type="bibr" rid="B31">Jorcin et al., 2006</xref>).</p>
</sec>
<sec id="s4-3">
<title>3.3 Voltammetric response of testosterone at AuNPs/MOF/GPH/SPE electrode</title>
<p>
<xref ref-type="fig" rid="F4">Figure 4</xref> shows an irreversible cathodic peak for testosterone reduction at a potential of about &#x2212;0.4&#xa0;V vs. Ag/AgCl at a fixed testosterone concentration (0.1&#xa0;&#x3bc;M).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>CVs of 0.1&#xa0;&#x3bc;M testosterone, with AuNPs/MOF2h/GPH/SPE at the scan rate: 2 (black), 5 (red), 10 (green) and 25 (blue) mV&#xa0;s<sup>&#x2013;1</sup> in PBS. In the inset, the plot of the cathodic peak current vs. scan rate (n &#x3d; 3).</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g004.tif"/>
</fig>
<p>The scan rate effect on the cathodic peak current response of the AuNPs/MOF/GPH/SPE sensor has been investigated at the same fixed testosterone concentration in the range 2&#x2013;25&#xa0;mV&#xa0;s<sup>&#x2013;1</sup> and a linear relationship between the peak current values and the scan rate has been obtained, attesting a typical adsorption process at the solution/sensor interface for TST reduction (<xref ref-type="fig" rid="F4">Figure 4</xref> inset) (<xref ref-type="bibr" rid="B64">Tortolini et al., 2022</xref>; <xref ref-type="bibr" rid="B33">Kozak et al., 2022</xref>). The logarithm of the peak current of testosterone vs. log <italic>v</italic> is also reported in <xref ref-type="sec" rid="s13">Supplementary Figure S5</xref>. The slope value resulted to be 0.945, typical value of a total absorption process (value close to 1.0) (<xref ref-type="bibr" rid="B66">Tortolini et al., 2024b</xref>).</p>
<p>The surface coverage (&#x393;) of testosterone onto the AuNPs/MOF/GPH/SPE was calculated from the plot of I<sub>p</sub> <italic>versus</italic> scan rate &#x3bd;, according to <xref ref-type="disp-formula" rid="e3">Equation 3</xref> (<xref ref-type="bibr" rid="B38">Laviron, 1979</xref>):<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>p</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi>F</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mtext mathvariant="italic">Av</mml:mtext>
<mml:mi>&#x393;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>4</mml:mn>
<mml:mi>R</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where n is the number of electrons, F, R, and T are the Faraday constant, the molar gas constant, and the absolute temperature, &#x3bd; is the scan rate, and &#x393; the surface coverage. Assuming n &#x3d; 2 for testosterone (<xref ref-type="bibr" rid="B40">Levent et al., 2015</xref>), its &#x393; value was found to be 0.011 &#xd7; 10<sup>&#x2212;8</sup>&#xa0;mol&#xa0;cm<sup>&#x2212;2</sup>, with a similar order of magnitude of &#x393; values calculated for TST with different electrodes reported in literature (<xref ref-type="bibr" rid="B33">Kozak et al., 2022</xref>).</p>
<sec id="s4-3-1">
<title>3.3.1 Effect of pH</title>
<p>The influence of the pH on the electrochemical response of testosterone on the electrode surface was performed in the pH range 2&#x2013;9, using acetate, Britton-Robinson, PBS and borate buffer (all 0.1&#xa0;M) in presence of 0.1&#xa0;&#x3bc;M testosterone. The cathodic peak currents and the potential of peak currents are plotted versus pH (<xref ref-type="fig" rid="F5">Figure 5</xref>). An increase in cathodic peak current (I<sub>pc</sub>) value was observed between pH 2 and 7, with a decrease at higher values (red curve). Basing on the obtained data, the best current signal was obtained at pH 7 in PBS, and therefore this pH value was selected as optimum pH value and used for further investigation. These results are in good agreement with data reported in literature (<xref ref-type="bibr" rid="B28">Huang and Feng, 2024</xref>) and are of particular interest for possible biosensing applications as they mimic the physiological conditions. The potential showed also a linear dependance on pH, with a progressive cathodic peak potential (E<sub>pc</sub>) shift towards negative values by decreasing pH, as shown in <xref ref-type="fig" rid="F5">Figure 5</xref> (blue curve). The plot of E<sub>pc</sub> vs. pH gave a straight line with the following corresponding equation: E<sub>pc</sub> (V) &#x3d; &#x2013; 0.029 pH&#x2013;0.215, <italic>R</italic>
<sup>2</sup> &#x3d; 0.993. The slope value of the linear fit (0.029&#xa0;V) confirms a mechanism with 2 electrons involved in the electrocatalytic reduction of testosterone on the modified sensor, in agreement with the overall reaction pathway, shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, involving two electrons and two protons, already reported in literature (<xref ref-type="bibr" rid="B40">Levent et al., 2015</xref>), which suggested a 3 step process: 1) one-electron reduction of the C-3 keto group to produce unprotonated radical; 2) protonation; 3) reaction with another molecule to produce a dimeric structure.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Influence of pH and potential on the cathodic peak current for 0.1&#xa0;&#x3bc;M testosterone at the AuNPs/MOF/GPH/SPE sensor (n &#x3d; 25&#xa0;mV&#xa0;s<sup>&#x2013;1</sup>, n &#x3d; 3).</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Mechanism of the reduction process of testosterone.</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4-4">
<title>3.4 Determination of energy levels and sensing mechanism</title>
<p>For a further in-depth analysis about the sensing of testosterone, the energy levels (HOMO&#x2013;LUMO) of testosterone and AuNPs/MOF were evaluated, respectively, using CV technique, by applying potentials above the LUMO or below the HOMO (vs. Ag/AgCl), leading to cathodic and anodic currents, respectively, that can be used for the determination of LUMO and HOMO.</p>
<p>The CV measurements were carried out first for a bare glassy carbon electrode (GCE) before and after the drop-casting of 10&#xa0;&#x3bc;L of MOF and 10&#xa0;&#x3bc;L of AuNPs and represented in <xref ref-type="fig" rid="F7">Figure 7</xref>, panel A. The oxidation and reduction peak potentials were used for determination of the EHOMO and ELUMO using the <xref ref-type="disp-formula" rid="e4">Equations 4</xref>&#x2013;<xref ref-type="disp-formula" rid="e6">6</xref>.<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mtext>HOMO</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mtext>Ox&#x2009;vs&#x2009;</mml:mtext>
</mml:msub>
<mml:msub>
<mml:mo>.</mml:mo>
<mml:mtext>NHE</mml:mtext>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mo>.</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>75</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mtext>eV</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mtext>LUMO</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mtext>Red&#x2009;vs</mml:mtext>
</mml:msub>
<mml:msub>
<mml:mo>.</mml:mo>
<mml:mtext>&#x2009;NHE</mml:mtext>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mo>.</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>75</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mtext>eV</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mtext>NHE</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mtext>Ag</mml:mtext>
</mml:msub>
<mml:msub>
<mml:mo>/</mml:mo>
<mml:mtext>AgCl</mml:mtext>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>.</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>197</mml:mn>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mtext>eV</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> CVs of bare (black curve) and AuNPs/MOF (green curve) GCE, respectively; <bold>(B)</bold> Potential energy level diagram showing the electron transfer from AuNPs/MOF to GCE (step 1) and from TST to AuNPs/MOF (step 2), respectively.</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g007.tif"/>
</fig>
<p>The working electrode indicates a reduction peak at &#x2212;1.2&#xa0;V and an oxidation peak at 0.6&#xa0;V vs. Ag/AgCl.</p>
<p>The ELUMO and EHOMO resulted to be &#x2212;3.75&#xa0;eV and &#x2013;5.55&#xa0;eV, respectively. The band gap energy between ELUMO and EHOMO was calculated to be 1.8&#xa0;eV. The ELUMO and EHOMO values for testosterone are reported in literature (<xref ref-type="bibr" rid="B35">Kumari et al., 2021</xref>). As shown in <xref ref-type="fig" rid="F7">Figure 7</xref>, panel B, after applying a positive voltage to the system, the electrode potential energy dropped. Then, the electrons were transferred from AuNPs/MOF to the GCE surface (step 1). The HOMO levels of AuNPs/MOF and testosterone are well-matched to efficiently promote the electron transfer from testosterone to the electron-deficient AuNPs/MOF (step 2), thus leading to the testosterone reduction. These results confirm that the AuNPs/MOF may represent a favorable nanomaterial to provide fast electron transfer processes.</p>
<p>On the basis of the HOMO level of MIL-100(Fe) reported in literature (&#x2212;1.38&#xa0;eV) (<xref ref-type="bibr" rid="B56">Rojas-Guerrero et al., 2023</xref>), it is interesting to note that that energy gap between testosterone and AuNPs/MO nanomaterial is much higher compared to MOF without the modification with AuNPs, thus attesting a favoured electron transfer.</p>
</sec>
<sec id="s4-5">
<title>3.5 Testosterone detection at AuNPs/MOF/GPH/SPE</title>
<p>The analytical performances of the AuNPs/MOF/GPH/SPE towards different testosterone concentration (from 5 to 50&#xa0;nM) were investigated by CV technique (<xref ref-type="fig" rid="F8">Figure 8</xref>), and the peak values were used for the construction of the sensor calibration curve (<xref ref-type="fig" rid="F8">Figure 8</xref>, inset). The proposed electrochemical sensor shows a linear response over the range of 5&#x2013;50&#xa0;nM with the following two linear regression equations (black curves): &#x394;I<sub>p</sub> (&#x3bc;A) &#x3d; 0.160 CTST (n&#x39c;) &#x2b; 5.90 (R<sup>2</sup> &#x3d; 0.992) and &#x394;I<sub>p</sub> (&#x3bc;A) &#x3d; 0.063 CTST (n&#x39c;) &#x2b; 7.48 (R<sup>2</sup> &#x3d; 0.991) and a detection limit (LOD) of 2&#xa0;nM, calculated on <xref ref-type="disp-formula" rid="e3">Formula 3</xref> &#x3c3;/S, where &#x3c3; represents the blank standard deviation and S the calibration slope. All measurements were made in triplicate and the results reported as mean values. <xref ref-type="fig" rid="F8">Figure 8</xref> inset shows also the calibration plot (red curves) obtained with a portable potentiostat, directly connected to a smartphone for POC signal reading, named Sensit&#x2212;Smart. Once again, two linear regression equations are obtained: &#x394;I<sub>p</sub> (&#x3bc;A) &#x3d; 0.149 CTST (n&#x39c;) &#x2b; 5.67 (R<sup>2</sup> &#x3d; 0.990) and &#x394;I<sub>p</sub> (&#x3bc;A) &#x3d; 0.046 CTST (n&#x39c;) &#x2b; 7.16 (R<sup>2</sup> &#x3d; 0.998) and a slightly higher LOD of 3&#xa0;nM. Differential pulse voltammetry (DPV) has also used to test the results obtained with CV. The DPV curves and the relative calibration plots are reported in <xref ref-type="sec" rid="s13">Supplementary Figures S6A, B</xref>. The sensor shows a slightly larger linear range between 1&#x2013;50&#xa0;nM with the following two linear regression equations (dotted curves): &#x394;I<sub>p</sub> (&#x3bc;A) &#x3d; 0.74 CTST (nM) &#x2b; 3.17 (R<sup>2</sup> &#x3d; 0.992) and &#x394;I<sub>p</sub> (&#x3bc;A) &#x3d; 0.44 CTST (nM) &#x2b; 13.90 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.991), and a detection limit (LOD) of 0.5&#xa0;nM, calculated with the same <xref ref-type="disp-formula" rid="e3">Formula 3</xref> &#x3c3;/S, reported above. The sensibility and LODs were definitely improved, as expected by employing a more sensitive technique.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>CV responses at different TST concentrations (5, 7, 9, 11, 15, 20, 30, 40, 50 nM at the AuNPs/MOF/GPH/SPE sensor; Inset: calibration plot of peak current vs. TST concentration in the range 5&#x2013;50&#xa0;nM with Autolab PGSTAT potentiostat (black curve) and Sensit-Smart portable potentiostat (red curve). Abbreviations: TST &#x3d; testosterone.</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g008.tif"/>
</fig>
<p>In addition, a comparison with other electrochemical (bio)sensors reported in literature for testosterone detection has been reported, and the results are summarized in <xref ref-type="sec" rid="s13">Supplementary Table S1</xref>. Most of them are electrochemical sensors (<xref ref-type="bibr" rid="B19">Goyal et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Levent et al., 2014</xref>; <xref ref-type="bibr" rid="B53">Moura et al., 2014</xref>; <xref ref-type="bibr" rid="B22">Gugoasa et al., 2015</xref>; <xref ref-type="bibr" rid="B45">Liu et al., 2017</xref>; <xref ref-type="bibr" rid="B32">Kellens et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Lee et al., 2019</xref>; <xref ref-type="bibr" rid="B60">Sanli et al., 2020</xref>) and only three of them (last three rows in <xref ref-type="sec" rid="s13">Supplementary Table S1</xref>) are immunosensors (<xref ref-type="bibr" rid="B16">Egu&#xed;laz et al., 2010</xref>; <xref ref-type="bibr" rid="B63">Serafin et al., 2011</xref>; <xref ref-type="bibr" rid="B11">Bulut et al., 2020</xref>). The developed sensor shows analytical performances not better than but comparable to most other recently developed sensors and immunosensors. In particular, among the electrochemical sensor, a recent study (<xref ref-type="bibr" rid="B28">Huang and Feng, 2024</xref>) describes another MOF-based sensor with Cu<sup>2&#x2b;</sup> instead of Fe<sup>3&#x2b;</sup> as metal ion. The Cu-MOF was coupled with rGO to form a hybrid rGO/Cu-MOF nanomaterial, which shows slightly superior performances compared to the MIL-100(Fe)-based sensor used in this study, but it must be remarked that MIL-100(Fe) has been synthetized according to a total ecofriendly synthetic method (room temperature compared to 150&#xb0;C of Cu-MOF synthesis), with a much shorter synthesis time (2&#xa0;h compared to 36&#xa0;h) and without the use of any organic solvent, unlike Cu-MOF synthesis in which dimethyl formamide was employed.</p>
</sec>
<sec id="s4-6">
<title>3.6 Reproducibility and stability of AuNPs/MOF/GPH/SPE sensor</title>
<p>The reproducibility of the final platform has been tested by using five electrodes (n &#x3d; 3) and recording the current signal obtained with each of them by CV technique in presence of 50&#xa0;&#x3bc;M testosterone solution. The relative standard deviation (RSD) value obtained is 1.2%, suggesting a good fabrication reproducibility of the AuNPs/MOF GPH/SPE platform (<xref ref-type="sec" rid="s13">Supplementary Figure S7</xref>).</p>
<p>Finally, the stability of the developed sensor has also been investigated. Five different electrodes, stored at 4&#xb0;C, were tested every 5&#xa0;days for 1 month, by measuring the CV signal obtained for a 0.1&#xa0;&#x3bc;M testosterone solution (n &#x3d; 3). The results show that sensors used on day 5, 10, 15, 20, 25, and 30 show a current signal decrease lower than 15%, compared to the response of the electrodes used on day 0 (<xref ref-type="sec" rid="s13">Supplementary Figure S8</xref>).</p>
</sec>
<sec id="s4-7">
<title>3.7 Selectivity</title>
<p>The selectivity was assessed by investigating the effect of possible interfering compounds commonly found in biological fluids, such as glucose, uric acid, ascorbic acid, &#x3b2;-estradiol and progesterone.</p>
<p>
<xref ref-type="fig" rid="F9">Figure 9</xref> shows the current response towards these other compounds at a 10-times higher concentration and no significant signal change was registered (signal change less than 4.0%), confirming the excellent selectivity of the proposed sensor.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Histogram of the selectivity of AuNPs/MOF/GPH/SPE sensor for TST detection. TST &#x3d; testosterone; PG &#x3d; progesterone; b-ESTR &#x3d; b-estradiol; AA &#x3d; ascorbic acid; UA &#x3d; uric acid; GLU &#x3d; glucose.</p>
</caption>
<graphic xlink:href="fsens-06-1527587-g009.tif"/>
</fig>
</sec>
<sec id="s4-8">
<title>3.8 Testosterone detection in real human serum samples</title>
<p>The matrix effect of five real samples of human serum was tested with the proposed sensor by using a standard addition method and the smartphone-Sensit/Smart potentiostat based sensing device. The schematic representation of the smartphone based sensing device is represented in <xref ref-type="scheme" rid="sch2">Scheme 2</xref>.</p>
<fig id="sch2" position="float">
<label>SCHEME 2</label>
<caption>
<p>Schematic representation of the Sensit-Smart connected to a smartphone for POC device.</p>
</caption>
<graphic xlink:href="FSENS_fsens-2025-1527587_wc_sch2.tif"/>
</fig>
<p>All measurements were performed with 150&#xa0;&#xb5;L of serum samples, prepared as described in the experimental part, and placed directly on the modified SPE surface. The measurements were performed in triplicate by CV technique. The results showed a good recovery with recovery rates in the range 98.5%&#x2013;103.7% for all spiked real samples, with RSD values lower than 4% after three replicate measurements for each sample (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Results of CV analyses using AuNPs/MOF/GPH/SPE of real human serum samples diluted in 0.1 M PBS, utilizing the Sensit/Smart potentiostat.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Sample</th>
<th align="center">TST spiked (nM)</th>
<th align="center">TST detected (nM)</th>
<th align="center">Recovery (%)&#x2a;</th>
<th align="center">RSD (%, n &#x3d; 3)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Serum 1</td>
<td align="left">10.0</td>
<td align="left">10.3</td>
<td align="left">103.0</td>
<td align="left">2.2</td>
</tr>
<tr>
<td align="left">Serum 2</td>
<td align="left">15.0</td>
<td align="left">14.8</td>
<td align="left">98.7</td>
<td align="left">3.2</td>
</tr>
<tr>
<td align="left">Serum 3</td>
<td align="left">20.0</td>
<td align="left">19.7</td>
<td align="left">98.5</td>
<td align="left">2.5</td>
</tr>
<tr>
<td align="left">Serum 4</td>
<td align="left">25.0</td>
<td align="left">24.8</td>
<td align="left">99.2</td>
<td align="left">3.8</td>
</tr>
<tr>
<td align="left">Serum 5</td>
<td align="left">30.0</td>
<td align="left">31.1</td>
<td align="left">103.7</td>
<td align="left">2.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;Recovery (%) &#x3d; ([Found]/[Added]) &#xd7; 100.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>These results demonstrate the absence of matrix effect and therefore the potential for thew proposed platform for numerous biomedical applications, both in clinical diagnosis and doping control analysis.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>4 Conclusion</title>
<p>In summary, the suitability of a novel ecofriendly electrochemical platform based on AuNPs and MIL- 100(Fe) drop-casted onto a graphene SPE for the development of a testosterone sensor has been demonstrated. MIL-100(Fe) showed several advantages when used as an electrode modifier: 1) Fe is a biocompatible and a safe metal for human applications; 2) it can be synthetized by a &#x201c;short time&#x201d; green method. In particular, we have demonstrated that the MOF with a synthesis time of 2&#xa0;h, showed a semi-amorphous nature and enhanced electroconductive properties compared to MOF 24&#xa0;h, with a higher degree of crystallinity, in absence and in presence of AuNPs. These results can be ascribed to the superior electron transfer capabilities of semi-amorphous MOFs, probably thanks to a plethora of defects and more accessible active sites.</p>
<p>As a proof of concepts, this work demonstrates the use of a AuNPs/MOF2h/GPH/SPE sensor for the detection of testosterone in the range 1&#x2013;50&#xa0;nM, which is within the physiological range of serum testosterone for a healthy male. These results are due to the synergistic effect of high conductive AuNPs and highly porous MOF. The resulting hybrid nanomaterial, AuNPs/MOF, shows improved electrochemical properties thanks to the advantages of both materials: possibility for better analyte adsorption thanks to the highly porous nature of MOF, and high electrical conductivity, which allows fast and effective electron transfer, thanks to AuNPs.</p>
<p>The proposed nanocomposite-based sensor showed also a good selectivity towards some structurally similar compounds and other endogenous compounds and a long-term stability.</p>
<p>Finally, the applicability of the proposed sensor interfaced with a miniaturized potentiostat (Sensit-Smart) for POC detection was tested in spiked samples of human serum of five healthy male volunteers showing good recovery values, and very good results, with great potential for application in clinical diagnostics and in doping control.</p>
<p>Moreover, to the best of our knowledge, this is the first sensor for testosterone detection based on a semi-amorphous MOF. Therefore, the excellent results obtained position semi-amorphous MOFs as novel valuable assets for developing advanced (bio)sensors for the detection of other endogenous substances, thus broadening the scope of their catalytic applications.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>Ethical approval was not required for the studies, the serum samples were provided by five healthy volunteers. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>CT: Data curation, Investigation, Methodology, Writing&#x2013;original draft. FB: Writing&#x2013;original draft, Funding acquisition. DP: Investigation, Writing&#x2013;original draft. AM: Investigation, Writing&#x2013;original draft. AI: Funding acquisition, Writing&#x2013;review and editing. DG: Funding acquisition, Writing&#x2013;review and editing. RA: Conceptualization, Supervision, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Italian grant PRIN 2020 (Prot. 20203AMKTW_003 &#x2013; CUP J75E22000310008).</p>
</sec>
<ack>
<p>We acknowledge Francesco Amato for his support in performing Raman measurements.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fsens.2025.1527587/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fsens.2025.1527587/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alam</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Rahman</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Asiri</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Fazal</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>A reliable electrochemical approach for detection of testosterone with CuO-doped CeO<sub>2</sub> nanocomposites-coated glassy carbon electrode</article-title>. <source>J. Mater. Sci. Mater. Electron.</source> <volume>32</volume>, <fpage>5259</fpage>&#x2013;<lpage>5273</lpage>. <pub-id pub-id-type="doi">10.1007/s10854-021-05257-2</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alvarado</surname>
<given-names>L. C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Population differences in the testosterone levels of young men are associated with prostate cancer disparities in older men</article-title>. <source>Am. J. Hum. Biol. official J. Hum. Biol. Counc.</source> <volume>22</volume> (<issue>4</issue>), <fpage>449</fpage>&#x2013;<lpage>455</lpage>. <pub-id pub-id-type="doi">10.1002/ajhb.21016</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ayati</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shahrak</surname>
<given-names>M. N.</given-names>
</name>
<name>
<surname>Tanhaei</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Sillanp&#xe4;&#xe4;</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Emerging adsorptive removal of azo dye by metal-organic frameworks</article-title>. <source>Chemosphere</source> <volume>160</volume>, <fpage>30</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2016.06.065</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bahrami</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Amini</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Vardak</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Electrochemical detection of dopamine via pencil graphite electrodes modified by Cu/CuxO nanoparticles</article-title>. <source>J. Alloys Compd.</source> <volume>855</volume> (<issue>2</issue>), <fpage>157292</fpage>. <pub-id pub-id-type="doi">10.1016/j.jallcom.2020.157292</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barroso</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Mazzoni</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Rabin</surname>
<given-names>O.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Hormone abuse in sports: the antidoping perspective</article-title>. <source>Asian J. Androl.</source> <volume>10</volume> (<issue>3</issue>), <fpage>391</fpage>&#x2013;<lpage>402</lpage>. <pub-id pub-id-type="doi">10.1111/j.1745-7262.2008.00402.x</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bechis</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Sapnik</surname>
<given-names>A. F.</given-names>
</name>
<name>
<surname>Tarzia</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wolpert</surname>
<given-names>E. H.</given-names>
</name>
<name>
<surname>Addicoat</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Keen</surname>
<given-names>D. A.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Modeling the effect of defects and disorder in amorphous metal-organic frameworks</article-title>. <source>Chem. Mater.</source> <volume>34</volume> (<issue>20</issue>), <fpage>9042</fpage>&#x2013;<lpage>9054</lpage>. <pub-id pub-id-type="doi">10.1021/acs.chemmater.2c01528</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berglund</surname>
<given-names>L. H.</given-names>
</name>
<name>
<surname>Prytz</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Perski</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Svartberg</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Testosterone levels and psychological health status in men from a general population: the Troms&#xf8; study</article-title>. <source>aging male official J. Int. Soc. Study Aging Male</source> <volume>14</volume> (<issue>1</issue>), <fpage>37</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.3109/13685538.2010.522276</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhasin</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Woodhouse</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Storer</surname>
<given-names>T. W.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Proof of the effect of testosterone on skeletal muscle</article-title>. <source>J. Endocrinol.</source> <volume>170</volume> (<issue>1</issue>), <fpage>27</fpage>&#x2013;<lpage>38</lpage>. <pub-id pub-id-type="doi">10.1677/joe.0.1700027</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Biesinger</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Payne</surname>
<given-names>B. P.</given-names>
</name>
<name>
<surname>Grosvenor</surname>
<given-names>A. P.</given-names>
</name>
<name>
<surname>Lau</surname>
<given-names>L. W. M.</given-names>
</name>
<name>
<surname>Gerson</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Smart</surname>
<given-names>R. S. C.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Resolving surface chemical states in XPS analysis of first row transition metals, oxides and hydroxides: Cr, Mn, Fe, Co and Ni</article-title>. <source>Appl. Surf. Sci.</source> <volume>257</volume>, <fpage>2717</fpage>&#x2013;<lpage>2730</lpage>. <pub-id pub-id-type="doi">10.1016/j.apsusc.2010.10.051</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bozdo&#x11f;an</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Electrochemical testosterone biosensor based on pencil graphite electrode electrodeposited with copper oxide nanoparticles</article-title>. <source>Meas. Sci. Technol.</source> <volume>34</volume>, <fpage>105106</fpage>. <pub-id pub-id-type="doi">10.1088/1361-6501/ace126</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bulut</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Sanli</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cevher</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Cirpan</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Donmez</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Timur</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A biosensor platform based on amine functionalized conjugated benzenediamine-benzodithiophene polymer for testosterone analysis</article-title>. <source>J. Appl. Polym. Sci.</source> <volume>137</volume>, <fpage>e49332</fpage>. <pub-id pub-id-type="doi">10.1002/app.49332</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Delpiano</surname>
<given-names>G. R.</given-names>
</name>
<name>
<surname>Tocco</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Medda</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Magner</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Salis</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Adsorption of malachite green and alizarin red S dyes using Fe-BTC metal organic framework as adsorbent</article-title>. <source>Int. J. Mol. Sci.</source> <volume>22</volume> (<issue>2</issue>), <fpage>788</fpage>. <pub-id pub-id-type="doi">10.3390/ijms22020788</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dissegna</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Epp</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Heinz</surname>
<given-names>W. R.</given-names>
</name>
<name>
<surname>Kieslich</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Defective metal-organic frameworks</article-title>. <source>Adv. Mater.</source> <volume>30</volume> (<issue>37</issue>), <fpage>1704501</fpage>. <pub-id pub-id-type="doi">10.1002/adma.201704501</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dolgopolova</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Rice</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>C. R.</given-names>
</name>
<name>
<surname>Shustova</surname>
<given-names>N. B.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Photochemistry and photophysics of MOFs: steps towards MOF-based sensing enhancements</article-title>. <source>Chem. Soc. Rev.</source> <volume>47</volume> (<issue>13</issue>), <fpage>4710</fpage>&#x2013;<lpage>4728</lpage>. <pub-id pub-id-type="doi">10.1039/C7CS00861A</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lv</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Humphrey</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>One-dimensional amorphous cobalt(ii) metal&#x2013;organic framework nanowire for efficient hydrogen evolution reaction</article-title>. <source>Inorg. Chem. Front.</source> <volume>9</volume> (<issue>16</issue>), <fpage>4184</fpage>&#x2013;<lpage>4193</lpage>. <pub-id pub-id-type="doi">10.1039/D2QI00473A</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Egu&#xed;laz</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Moreno-Guzm&#xe1;n</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Campuzano</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gonz&#xe1;lez-Cort&#xe9;s</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Y&#xe1;&#xf1;ez-Sede&#xf1;o</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Pingarr&#xf3;n</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>An electrochemical immunosensor for testosterone using functionalized magnetic beads and screen-printed carbon electrodes</article-title>. <source>Biosens. Bioelectron.</source> <volume>26</volume>, <fpage>517</fpage>&#x2013;<lpage>522</lpage>. <pub-id pub-id-type="doi">10.1016/j.bios.2010.07.060</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fourou</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Braiek</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bonhomme</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lagarde</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zazoua</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jaffrezic-Renault</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Voltammetric sensor based on a double-layered molecularly imprinted polymer for testosterone</article-title>. <source>Anal. Lett.</source> <volume>51</volume>, <fpage>312</fpage>&#x2013;<lpage>322</lpage>. <pub-id pub-id-type="doi">10.1080/00032719.2017.1298118</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghanbari</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Abnisa</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Wan Daud</surname>
<given-names>W. M. A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A review on production of metal organic frameworks (MOF) for CO2 adsorption</article-title>. <source>Sci. total Environ.</source> <volume>707</volume>, <fpage>135090</fpage>. <pub-id pub-id-type="doi">10.1016/j.scitotenv.2019.135090</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goyal</surname>
<given-names>R. N.</given-names>
</name>
<name>
<surname>Gupta</surname>
<given-names>V. K.</given-names>
</name>
<name>
<surname>Chatterjeee</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Electrochemical investigations of corticosteroid isomers-testosterone and epitestosterone and their simultaneous determination in human urine</article-title>. <source>Anal. Chim. Acta.</source> <volume>657</volume>, <fpage>147</fpage>&#x2013;<lpage>153</lpage>. <pub-id pub-id-type="doi">10.1016/j.aca.2009.10.035</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grosvenor</surname>
<given-names>A. P.</given-names>
</name>
<name>
<surname>Kobe</surname>
<given-names>B. A.</given-names>
</name>
<name>
<surname>Biesinger</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>McIntyre</surname>
<given-names>N. S.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Investigation of multiplet splitting of Fe 2p XPS spectra and bonding in iron compounds</article-title>. <source>Surf. Interface Analysis</source> <volume>36</volume>, <fpage>1564</fpage>&#x2013;<lpage>1574</lpage>. <pub-id pub-id-type="doi">10.1002/sia.1984</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guesh</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Caiuby</surname>
<given-names>C. A. D.</given-names>
</name>
<name>
<surname>Mayoral</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Diaz-Garcia</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>D&#xed;az</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>S&#xe1;nchez-Sanchez</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Sustainable preparation of MIL-100(Fe) and its photocatalytic behavior in the degradation of methyl orange in water</article-title>. <source>Cryst. Growth and Des.</source> <volume>17</volume>, <fpage>1806</fpage>&#x2013;<lpage>1813</lpage>. <pub-id pub-id-type="doi">10.1021/acs.cgd.6b01776</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gugoasa</surname>
<given-names>L. A.</given-names>
</name>
<name>
<surname>Stefan-van Staden</surname>
<given-names>R. I.</given-names>
</name>
<name>
<surname>Calenic</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Legler</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Multimode sensors as new tools for molecular recognition of testosterone, dihydrotestosterone and estradiol in children&#x27;s saliva</article-title>. <source>J. Mol. Recognit.</source> <volume>28</volume> (<issue>1</issue>), <fpage>10</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1002/jmr.2408</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Sen</surname>
<given-names>S. K.</given-names>
</name>
</person-group> (<year>1974</year>). <article-title>Calculation of multiplet structure of core <italic>p</italic>-vacancy levels</article-title>. <source>Phys. Rev. B</source> <volume>10</volume> (<issue>1</issue>), <fpage>71</fpage>&#x2013;<lpage>77</lpage>. <pub-id pub-id-type="doi">10.1103/PhysRevB.10.71</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Sen</surname>
<given-names>S. K.</given-names>
</name>
</person-group> (<year>1975</year>). <article-title>Calculation of multiplet structure of core <italic>p</italic>-vacancy levels</article-title>. <source>II Phys. Rev. B</source> <volume>12</volume> (<issue>1</issue>), <fpage>15</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1103/PhysRevB.12.15</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>A facile and green synthesis of MIL-100(Fe) with high-yield and its catalytic performance</article-title>. <source>New J. Chem.</source> <volume>41</volume>, <fpage>13504</fpage>&#x2013;<lpage>13509</lpage>. <pub-id pub-id-type="doi">10.1039/C7NJ02975F</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heidarimoghadam</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Akhavan</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Ghaderi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hashemi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Mortazavi</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Farmany</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Graphene oxide for rapid determination of testosterone in the presence of cetyltrimethylammonium bromide in urine and blood plasma of athletes</article-title>. <source>Mater. Sci. Eng. C</source> <volume>61</volume>, <fpage>246</fpage>&#x2013;<lpage>250</lpage>. <pub-id pub-id-type="doi">10.1016/j.msec.2015.12.005</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Adsorptive stripping voltammetry of testosterone propionate in pharmaceutical preparations</article-title>. <source>Fresenius J. Anal. Chem.</source> <volume>346</volume>, <fpage>1008</fpage>&#x2013;<lpage>1010</lpage>. <pub-id pub-id-type="doi">10.1007/BF00322768</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>A new electrochemical biosensor based on graphene oxide for rapid detection of synthetic testosterone as performance-enhancing drugs in athletes</article-title>. <source>Alex. Eng. J.</source> <volume>98</volume>, <fpage>281</fpage>&#x2013;<lpage>289</lpage>. <pub-id pub-id-type="doi">10.1016./j.aej.2024.04.054</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>The application of different typological and structural MOFs-based materials for the dyes adsorption</article-title>. <source>Coord. Chem. Rev.</source> <volume>380</volume>, <fpage>471</fpage>&#x2013;<lpage>483</lpage>. <pub-id pub-id-type="doi">10.1016/j.ccr.2018.11.002</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Q.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Metal-organic frameworks as platforms for catalytic applications</article-title>. <source>Adv. Mater.</source> <volume>30</volume> (<issue>37</issue>), <fpage>e1703663</fpage>. <pub-id pub-id-type="doi">10.1002/adma.201703663</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jorcin</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Orazem</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>P&#xe9;b&#xe8;re</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Tribollet</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>CPE analysis by local electrochemical impedance spectroscopy</article-title>. <source>Electrochimica Acta</source> <volume>51</volume>, <fpage>1473</fpage>&#x2013;<lpage>1479</lpage>. <pub-id pub-id-type="doi">10.1016/j.electacta.2005.02.128</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kellens</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Bov&#xe9;</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Vandenryt</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Lambrichts</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Dekens</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Drijkoningen</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Micro-patterned molecularly imprinted polymer structures on functionalized diamond-coated substrates for testosterone detection</article-title>. <source>Biosens. Bioelectron.</source> <volume>118</volume>, <fpage>58</fpage>&#x2013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.1016/j.bios.2018.07.032</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kozak</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Tyszczuk-Rotko</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>W&#xf3;jciak</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sowa</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Rotko</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Electrochemically pretreated sensor based on screen-printed carbon modified with Pb nanoparticles for determination of testosterone</article-title>. <source>Materials</source> <volume>15</volume> (<issue>14</issue>), <fpage>4948</fpage>. <pub-id pub-id-type="doi">10.3390/ma15144948</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Thakur</surname>
<given-names>D. S.</given-names>
</name>
<name>
<surname>Patidar</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Male hypogonadism: symptoms and treatment</article-title>. <source>J. Adv. Pharm. Technol. and Res.</source> <volume>1</volume> (<issue>3</issue>), <fpage>297</fpage>&#x2013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.4103/0110-5558.72420</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumari</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bahadur</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Singh</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Investigate the interaction of testosterone/progesterone with ionic liquids on varying the anion to combat COVID-19: density functional theory calculations and molecular docking approach</article-title>. <source>JPOC</source> <volume>34</volume>, <fpage>e4273</fpage>. <pub-id pub-id-type="doi">10.1002/poc.4273</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laczka</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>del Campo</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Mu&#xf1;oz-Pascual</surname>
<given-names>F. X.</given-names>
</name>
<name>
<surname>Baldrich</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Electrochemical detection of testosterone by use of three-dimensional disc-ring microelectrode sensing platforms: application to doping monitoring</article-title>. <source>Anal. Chem.</source> <volume>83</volume> (<issue>11</issue>), <fpage>4037</fpage>&#x2013;<lpage>4044</lpage>. <pub-id pub-id-type="doi">10.1021/ac1031594</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lavagnini</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Antiochia</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Magno</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>An extended method for the practical evaluation of the standard rate constant from cyclic voltammetric data</article-title>. <source>Electroanalysis</source> <volume>16</volume> (<issue>6</issue>), <fpage>505</fpage>&#x2013;<lpage>506</lpage>. <pub-id pub-id-type="doi">10.1002/elan.200302851</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laviron</surname>
<given-names>E. J.</given-names>
</name>
</person-group> (<year>1979</year>). <article-title>General expression of the linear potential sweep voltammogram in the case of diffusionless electrochemical systems</article-title>. <source>Electroanal. Chem.</source> <volume>101</volume>, <fpage>19</fpage>&#x2013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1016/S0022-0728(79)80075-3</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>M.-H.</given-names>
</name>
<name>
<surname>Thomas</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>W.-C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Z.-X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>B. D.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>C.-H.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>A multichannel system integrating molecularly imprinted conductive polymers for ultrasensitive voltammetric determination of four steroid hormones in urine</article-title>. <source>Microchim. Acta.</source> <volume>186</volume>, <fpage>695</fpage>&#x2013;<lpage>705</lpage>. <pub-id pub-id-type="doi">10.1007/s00604-019-3797-7</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Levent</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Altun</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ta&#x15f;</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yard&#x131;m</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>&#x15e;ent&#xfc;rk</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Voltammetric behavior of testosterone on bismuth film electrode: highly sensitive determination in pharmaceuticals and human urine by square-wave adsorptive stripping voltammetry</article-title>. <source>Electroanalysis</source> <volume>27</volume> (<issue>5</issue>), <fpage>1219</fpage>&#x2013;<lpage>1228</lpage>. <pub-id pub-id-type="doi">10.1002/elan.201400627</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Levent</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Altun</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Yard&#x131;m</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>&#x15e;ent&#xfc;rk</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Sensitive voltammetric determination of testosterone in pharmaceuticals and human urine using a glassy carbon electrode in the presence of cationic surfactant</article-title>. <source>Electrochimica Acta</source> <volume>128</volume>, <fpage>54</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1016/j.electacta.2013.10.024</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Generation of small single domain nanobody binders for sensitive detection of testosterone by electrochemical impedance spectroscopy</article-title>. <source>ACS Appl. Mater. Interfaces.</source> <volume>8</volume>, <fpage>13830</fpage>&#x2013;<lpage>13839</lpage>. <pub-id pub-id-type="doi">10.1021/acsami.6b04658</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lachmanski</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Safi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sene</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Serre</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gren&#xe8;che</surname>
<given-names>J. M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>New insights into the degradation mechanism of metal-organic frameworks drug carriers</article-title>. <source>Sci. Rep.</source> <volume>7</volume> (<issue>1</issue>), <fpage>13142</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-017-13323-1</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Gu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Terahertz ultrasensitive biosensor based on wide-area and intense light-matter interaction supported by QBIC</article-title>. <source>Chem. Eng. J.</source> <volume>462</volume>, <fpage>142347</fpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2023.142347</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Molecularly imprinted polymers on graphene oxide surface for EIS sensing of testosterone</article-title>. <source>Biosens. Bioelectron.</source> <volume>92</volume>, <fpage>305</fpage>&#x2013;<lpage>312</lpage>. <pub-id pub-id-type="doi">10.1016/j.bios.2016.11.007</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Duan</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Development of a colorimetric and turn-on fluorescent probe with large Stokes shift for H2S detection and its multiple applications in environmental, food analysis and biological imaging</article-title>. <source>Dyes Pigments.</source> <volume>220</volume>, <fpage>111687</fpage>. <pub-id pub-id-type="doi">10.1016/j.dyepig.2023.111687</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Luetjens</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Weinbauer</surname>
<given-names>F. G.</given-names>
</name>
</person-group> (<year>2012</year>). <source>Testosterone: biosynthesis, transport, metabolism and (non-genomic) actions</source>. <publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>. <pub-id pub-id-type="doi">10.1017/CBO9781139003353.003</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Leng</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Huo</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>A sensitive enzyme-free electrochemical sensor based on a rod-shaped bimetallic MOF anchored on graphene oxide nanosheets for determination of glucose in huangshui</article-title>. <source>Anal. methods Adv. methods Appl.</source> <volume>15</volume> (<issue>20</issue>), <fpage>2417</fpage>&#x2013;<lpage>2426</lpage>. <pub-id pub-id-type="doi">10.1039/d2ay01977a</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mallakpour</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Nikkhoo</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hussain</surname>
<given-names>C. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Application of MOF materials as drug delivery systems for cancer therapy and dermal treatment</article-title>. <source>Coord. Chem. Rev.</source> <volume>451</volume>, <fpage>214262</fpage>. <pub-id pub-id-type="doi">10.1016/j.ccr.2021.214262</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McBride</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Carson</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Coward</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The availability and acquisition of illicit anabolic androgenic steroids and testosterone preparations on the internet</article-title>. <source>Am. J. men&#x27;s health</source> <volume>12</volume> (<issue>5</issue>), <fpage>1352</fpage>&#x2013;<lpage>1357</lpage>. <pub-id pub-id-type="doi">10.1177/1557988316648704</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mehmandoust</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Erk</surname>
<given-names>E. E.</given-names>
</name>
<name>
<surname>Soylak</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Erk</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Karimi</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Metal&#x2013;organic framework based electrochemical immunosensor for label-free detection of glial fibrillary acidic protein as a biomarker</article-title>. <source>Industrial and Eng. Chem. Res.</source> <volume>62</volume> (<issue>11</issue>), <fpage>4532</fpage>&#x2013;<lpage>4539</lpage>. <pub-id pub-id-type="doi">10.1021/acs.iecr.2c01445</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mohamad</surname>
<given-names>N. V.</given-names>
</name>
<name>
<surname>Soelaiman</surname>
<given-names>I. N.</given-names>
</name>
<name>
<surname>Chin</surname>
<given-names>K. Y.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>A concise review of testosterone and bone health</article-title>. <source>Clin. interventions aging</source> <volume>11</volume>, <fpage>1317</fpage>&#x2013;<lpage>1324</lpage>. <pub-id pub-id-type="doi">10.2147/CIA.S115472</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moura</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>de Moraes</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>dos Santos</surname>
<given-names>M. A. P.</given-names>
</name>
<name>
<surname>Pividori</surname>
<given-names>M. I.</given-names>
</name>
<name>
<surname>Lopes</surname>
<given-names>J. A. D.</given-names>
</name>
<name>
<surname>Moreira</surname>
<given-names>D. L.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Electrochemical detection <italic>in vitro</italic> and electron transfer mechanism of testosterone using a modified electrode with a cobalt oxide film</article-title>. <source>Sensors Actuators B Chem.</source> <volume>202</volume>, <fpage>469</fpage>&#x2013;<lpage>474</lpage>. <pub-id pub-id-type="doi">10.1016/j.snb.2014.05.104</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naseri</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Pitzalis</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Carucci</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Medda</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Fotouhi</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Magner</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Lipase and laccase encapsulated on zeolite imidazolate framework: enzyme activity and stability from voltammetric measurements</article-title>. <source>Chem. Cat. Chem.</source> <volume>10</volume> (<issue>23</issue>), <fpage>5425</fpage>&#x2013;<lpage>5433</lpage>. <pub-id pub-id-type="doi">10.1002/cctc.201801293</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>P&#xe9;rez</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Odio</surname>
<given-names>O. F.</given-names>
</name>
<name>
<surname>Reguera</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>XPS as a probe for the bonding nature in metal acetates</article-title>. <source>New J. Chem.</source> <volume>46</volume>, <fpage>11255</fpage>&#x2013;<lpage>11265</lpage>. <pub-id pub-id-type="doi">10.1039/D2NJ01905A</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rojas-Guerrero</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Villanueva-Rodr&#xed;guez</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Guzm&#xe1;n-Mar</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Hern&#xe1;ndez-Ram&#xed;rez</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cedillo-Gonz&#xe1;lez</surname>
<given-names>E. I.</given-names>
</name>
<name>
<surname>Longoria Rodr&#xed;guez</surname>
<given-names>F. E.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Solar photocatalytic degradation of polyethylene terephthalate nanoplastics: evaluation of the applicability of the TiO<sub>2</sub>/MIL-100(Fe) composite material</article-title>. <source>J. Environ. Chem. Eng.</source> <volume>11</volume>. <pub-id pub-id-type="doi">10.1016/j.jece.2023.110415</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roth Stefaniak</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Epley</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Novak</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>McAndrew</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Cornell</surname>
<given-names>H. D.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Photo-triggered release of 5-fluorouracil from a MOF drug delivery vehicle</article-title>. <source>Chem. Commun.</source> <volume>54</volume> (<issue>55</issue>), <fpage>7617</fpage>&#x2013;<lpage>7620</lpage>. <pub-id pub-id-type="doi">10.1039/c8cc01601a</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanchez-Almirola</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Gage</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lopez</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Yapell</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Mujawar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kamat</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Label and bio-active free electrochemical detection of testosterone hormone using MIP-based sensing platform</article-title>. <source>Mater. Sci. Eng. B</source> <volume>296</volume>, <fpage>116670</fpage>. <pub-id pub-id-type="doi">10.1016/j.mseb.2023.116670</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>S&#xe1;nchez-S&#xe1;nchez</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Getachew</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>D&#xed;az</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>D&#xed;az-Garc&#xed;a</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Chebudeb</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>D&#xed;az</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Synthesis of metal&#x2013;organic frameworks in water at room temperature: salts as linker sources</article-title>. <source>Green Chem.</source> <volume>17</volume>, <fpage>1500</fpage>&#x2013;<lpage>1509</lpage>. <pub-id pub-id-type="doi">10.1039/C4GC01861C</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanli</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Moulahoum</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ghorbanizamani</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Gumus</surname>
<given-names>Z. P.</given-names>
</name>
<name>
<surname>Timur</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>On-site testosterone biosensing for doping detection: electrochemical immunosensing via functionalized magnetic nanoparticles and screen-printed electrodes</article-title>. <source>ChemistrySelect</source> <volume>5</volume>, <fpage>14911</fpage>&#x2013;<lpage>14916</lpage>. <pub-id pub-id-type="doi">10.1002/slct.202004204</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Savan</surname>
<given-names>E. K.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Square wave voltammetric (SWV) determination of quercetin in tea samples at a single-walled carbon nanotube (SWCNT) modified glassy carbon electrode (GCE)</article-title>. <source>Anal. Lett.</source> <volume>53</volume>, <fpage>858</fpage>&#x2013;<lpage>872</lpage>. <pub-id pub-id-type="doi">10.1080/00032719.2019.1684514</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scovell</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Ramasamy</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Wilken</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kovac</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Lipshultz</surname>
<given-names>L. I.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Hypogonadal symptoms in young men are associated with a serum total testosterone threshold of 400 ng/dL</article-title>. <source>BJU Int.</source> <volume>116</volume> (<issue>1</issue>), <fpage>142</fpage>&#x2013;<lpage>146</lpage>. <pub-id pub-id-type="doi">10.1111/bju.12970</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Serafin</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Egu&#xed;laz</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Agui</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Y&#xe1;&#xf1;ez-Sede&#xf1;o</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Pingarr&#xf3;n</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>An electrochemical immunosensor for testosterone using gold nanoparticles &#x2013; carbon nanotubes composite electrodes</article-title>. <source>Electroanalysis</source> <volume>23</volume>, <fpage>169</fpage>&#x2013;<lpage>176</lpage>. <pub-id pub-id-type="doi">10.1002/elan.201000419</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tortolini</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Cass</surname>
<given-names>A. E. G.</given-names>
</name>
<name>
<surname>Pofi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lenzi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Antiochia</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Microneedle-based nanoporous gold electrochemical sensor for real-time catecholamine detection</article-title>. <source>Microchim. Acta</source> <volume>189</volume> (<issue>180</issue>), <fpage>180</fpage>. <pub-id pub-id-type="doi">10.1007/s00604-022-05260-2</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tortolini</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gigli</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Angeloni</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Isidori</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Antiochia</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2024a</year>). <article-title>Simple and sensitive voltammetric sensor for <italic>in-situ</italic> clinical and environmental 17-&#x3b2;-estradiol monitoring</article-title>. <source>Electroanalysis</source> <volume>36</volume>, <fpage>e202300417</fpage>. <pub-id pub-id-type="doi">10.1002/elan.202300417</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tortolini</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gigli</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Angeloni</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Tasca</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Thanh</surname>
<given-names>N. T. K.</given-names>
</name>
<name>
<surname>Antiochia</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2024b</year>). <article-title>A disposable immunosensor for the detection of salivary MMP-8 as biomarker of periodontitis</article-title>. <source>Bioelectrochemistry</source> <volume>156</volume>, <fpage>108590</fpage>. <pub-id pub-id-type="doi">10.1016/j.bioelechem.2023.108590</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tyszczuk</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Application of an <italic>in situ</italic> plated lead film electrode to the analysis of testosterone by adsorptive stripping voltammetry</article-title>. <source>Anal. Bioanal. Chem.</source> <volume>390</volume>, <fpage>1951</fpage>&#x2013;<lpage>1956</lpage>. <pub-id pub-id-type="doi">10.1007/s00216-008-1928-9</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Recent advances in emerging metal- and covalent-organic frameworks for enzyme encapsulation</article-title>. <source>ACS Appl. Mater. and interfaces</source> <volume>13</volume> (<issue>48</issue>), <fpage>56752</fpage>&#x2013;<lpage>56776</lpage>. <pub-id pub-id-type="doi">10.1021/acsami.1c13408</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>An enzyme-particle hybrid ink for one step screen-printing and long-term metabolism monitoring</article-title>. <source>Anal. Chim. acta</source> <volume>1221</volume>, <fpage>340168</fpage>. <pub-id pub-id-type="doi">10.1016/j.aca.2022.340168</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>Q.-Y.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>X.-Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Recent advances in nanoscale metal-organic frameworks biosensors for detection of biomarkers</article-title>. <source>Chin. Chem. Lett.</source> <volume>33</volume> (<issue>1</issue>), <fpage>22</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016/j.cclet.2021.06.015</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yadav</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Yadav</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kharya</surname>
<given-names>M. D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Steroid chemistry and steroid hormone action: a review</article-title>. <source>Asian J. Res. Chem.</source> <volume>7</volume> (<issue>11</issue>), <fpage>964</fpage>&#x2013;<lpage>969</lpage>.</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yadav</surname>
<given-names>S. K.</given-names>
</name>
<name>
<surname>Chandra</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Goyal</surname>
<given-names>R. N.</given-names>
</name>
<name>
<surname>Shim</surname>
<given-names>Y. B.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>A review on determination of steroids in biological samples exploiting nanobio-electroanalytical methods</article-title>. <source>Anal. Chim. acta.</source> <volume>762</volume>, <fpage>14</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1016/j.aca.2012.11.037</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuki</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Otsuka</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kozakai</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kitamura</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Okura</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ando</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Relationship between low free testosterone levels and loss of muscle mass</article-title>. <source>Sci. Rep.</source> <volume>3</volume>, <fpage>1818</fpage>. <pub-id pub-id-type="doi">10.1038/srep01818</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Amorphous metal&#x2013;organic frameworks: pioneering frontiers in cancer diagnostics and therapeutics</article-title>. <source>Chem. Eng. J.</source> <volume>492</volume>, <fpage>152295</fpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2024.152295</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>