<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jst
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Sensor Technology
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2161-122X
   </issn>
   <issn publication-format="print">
    2161-1238
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jst.2024.144004
   </article-id>
   <article-id pub-id-type="publisher-id">
    jst-136513
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Computer Science 
     </subject>
     <subject>
       Communications
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Impedimetric Sensor of Lanthanum and Cerium Ions Based on Functional Isosorbide-Based Oligo (Ether Sulfone) S-Modified Platinum Electrodes
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Marwa
      </surname>
      <given-names>
       Sebai
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Nour El Houda
      </surname>
      <given-names>
       Brirmi
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Taha
      </surname>
      <given-names>
       Chabbah
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Saber
      </surname>
      <given-names>
       Chatti
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Kamel
      </surname>
      <given-names>
       Alimi
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Regis
      </surname>
      <given-names>
       Mercier
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Catherine
      </surname>
      <given-names>
       Marestin
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Hamdi Ben
      </surname>
      <given-names>
       Halima
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff5"> 
      <sup>5</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Boris
      </surname>
      <given-names>
       Lakard
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff5"> 
      <sup>5</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Nicole
      </surname>
      <given-names>
       Jaffrezic-Renault
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff5"> 
      <sup>5</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aLaboratory of Natural Substances, National Institute of Research and Physicochemical Analysis (INRAP), Biotechnopole of Sidi Thabet, Ariana, Tunisia
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aInstitute of Polymer Materials IMP-INSA, University of Lyon, Villeurbanne, France
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aAnalytical Platform, National Institute of Research and Physicochemical Analysis (INRAP), Biotechnopole of Sidi Thabet, Ariana, Tunisia
    </addr-line> 
   </aff> 
   <aff id="aff4">
    <addr-line>
     aResearch Laboratory Number 18ES19, University of Monastir, Monastir, Tunisia
    </addr-line> 
   </aff> 
   <aff id="aff5">
    <addr-line>
     aJoint Research Unit Number 6213, UTINAM Institute, University of Franche-Comte, Besançon, France
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     10
    </day> 
    <month>
     10
    </month>
    <year>
     2024
    </year>
   </pub-date> 
   <volume>
    14
   </volume> 
   <issue>
    04
   </issue>
   <fpage>
    51
   </fpage>
   <lpage>
    67
   </lpage>
   <history>
    <date date-type="received">
     <day>
      30,
     </day>
     <month>
      August
     </month>
     <year>
      2024
     </year>
    </date>
    <date date-type="published">
     <day>
      7,
     </day>
     <month>
      August
     </month>
     <year>
      2024
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      7,
     </day>
     <month>
      October
     </month>
     <year>
      2024
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    Rare earth elements (REEs) are beneficial in developing modern technologies, especially electronics. Their extractions from natural deposits and their recycling require chemical processes that should be monitored regarding efficiency and environmental sustainability. The purpose of this study is to develop impedimetric sensors for the sensitive detection of the rare earth elements La and Ce by modifying a platinum electrode with four isosorbide-based oligo (ether sulfone)s. These oligomers, functionalized with different end groups (hydroxyl, fluor, amine, maleimide), were obtained with satisfactory yields, starting from isosorbide and bis (4-fuorophenyl) sulphone monomers. The resulting oligomers were characterized by NMR, DSC, and ATG analysis. The dihydroxy-oligo (ether sulfone) modified sensor showed the highest analytical performance compared to the other oligomers. The detection limit is 10
    <sup>−</sup>
    <sup>9</sup> M for La and 3 × 10
    <sup>−</sup>
    <sup>9</sup> M for Ce which is lower than that of most of the published electrochemical sensors.
   </abstract>
   <kwd-group> 
    <kwd>
     Rare-Earth Elements
    </kwd> 
    <kwd>
      Dihydroxy-Oligo (Ether Sulfone) Modified Platinum Electrode
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Nowadays, rare earth elements (REEs) provide essential components in numerous fields of industry for their optical, magnetic, and mechanical properties <xref ref-type="bibr" rid="scirp.136513-1">
     [1]
    </xref>. These elements are used in the permanent magnets of wind turbines and hard disks, petroleum catalysis, polishing, alloys and glass manufacturing, and rechargeable vehicle batteries. Their applications range from heavy industry to consumer products. An analysis of supply and demand for each REEs revealed that in 2020, global world demand was around 200,000 tonnes per year. Considering the significant increase in global demand, ensuring the continued availability of these elements is a major challenge for the ecological and digital transition. Nevertheless, the risk associated with the production of heavy and light rare earth elements remains significant, as the European Commission classifies them as critical raw materials <xref ref-type="bibr" rid="scirp.136513-2">
     [2]
    </xref>. Besides this economic and geopolitical observation, rare earth elements are often extracted under environmental conditions that still need to be optimised <xref ref-type="bibr" rid="scirp.136513-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.136513-4">
     [4]
    </xref>.</p>
   <p>Several techniques have been used to detect REEs, such as X-ray fluorescence spectrometry (XRF) <xref ref-type="bibr" rid="scirp.136513-5">
     [5]
    </xref>, inductively coupled plasma mass spectroscopy (ICP-MS) <xref ref-type="bibr" rid="scirp.136513-6">
     [6]
    </xref>, mass spectrometry <xref ref-type="bibr" rid="scirp.136513-7">
     [7]
    </xref>-<xref ref-type="bibr" rid="scirp.136513-9">
     [9]
    </xref>, electrophoresis method combined with non-contact capacitively coupled conductivity detection (C4D) <xref ref-type="bibr" rid="scirp.136513-10">
     [10]
    </xref>, high-frequency non-contact conductivity detector <xref ref-type="bibr" rid="scirp.136513-11">
     [11]
    </xref>-<xref ref-type="bibr" rid="scirp.136513-15">
     [15]
    </xref>, activation analysis <xref ref-type="bibr" rid="scirp.136513-16">
     [16]
    </xref>. However, these laboratory techniques are generally complex and require expensive equipment and specific skills for reliable analysis. Therefore, electrochemical sensors based on portable instrumentation appear to be very attractive devices for detecting REEs, thanks to their usual intrinsic characteristics (high sensitivity, detection limit in the range of nM or less, short analysis time, and low cost). Potentiometric and voltammetric sensors <xref ref-type="bibr" rid="scirp.136513-17">
     [17]
    </xref> were designed to detect some rare earth elements.</p>
   <p>To make the detection process eco-friendly, it was proposed to use a biobased polymer as a modifier of the electrodes for the sensitive impedimetric detection of cerium (Ce) and lanthanum (La) ions, the most abundant rare earth elements in the earth’s crust. Functionalized polyethersulfone was used as a modifier for GCE in the sensitive voltammetric detection of yttrium <xref ref-type="bibr" rid="scirp.136513-18">
     [18]
    </xref>. Four isosorbide-based oligo (ethersulfone)s were synthesised. Isosorbide improves the mechanical properties of the obtained polymer and it presents UV resistance, due to its unique molecular structure <xref ref-type="bibr" rid="scirp.136513-19">
     [19]
    </xref>-<xref ref-type="bibr" rid="scirp.136513-21">
     [21]
    </xref>. The non-toxicity of isosorbide was proven; it was widely used in pharmaceutical and cosmetic products <xref ref-type="bibr" rid="scirp.136513-22">
     [22]
    </xref> <xref ref-type="bibr" rid="scirp.136513-23">
     [23]
    </xref>. Isosorbide generates the hydrophilicity and wettability of the resulting linear polymer, which regulates the availability of adsorption sites and the dispersion of the polymer in water. For these reasons, the isosorbide-based poly (ether sulfone) constitute an important class of specialised thermoplastic polymers <xref ref-type="bibr" rid="scirp.136513-24">
     [24]
    </xref>-<xref ref-type="bibr" rid="scirp.136513-26">
     [26]
    </xref>. It is distinguished by a high glass transition temperature (190˚C), an amorphous transparency, high hydrolytic stability, and a low sensitivity to oxidation. It can then be used at high process temperatures (220˚C - 250˚C). In this study, a series of oligo (ether sulfones), distinguished by the functional moiety at the extremity of their chains, were designed. The obtained oligomers were fully characterized using RMN spectroscopy, DSC, and ATG, and the analytical performance of the modified electrodes for the detection of La and Ce was then determined using electrochemical impedance spectroscopy.</p>
  </sec><sec id="s2">
   <title>2. Experimental</title>
   <sec id="s2_1">
    <title>2.1. Reagents and Standards</title>
    <p>N,N-dimethylformamide (DMF) (≥99.9%) was purchased from Sacharlab. 1,4:3,6-dianhydro-d-glucitol (isosorbide) (IS) (≥99.9%) and bis(4-fluorophenyl) sulfone (DFDPS) (≥99.0%) were both purchased from Acros Organics. IS was employed after recrystallisation in acetone and dried over P<sub>4</sub>O<sub>10</sub> in a desiccator. Acetic anhydride (AAn) (≥99.0%), 3-aminophenol (≥98.0%), maleic anhydride (MAn) (≥99. 0%), anhydrous potassium carbonate (K<sub>2</sub>CO<sub>3</sub>) (≥99.7%), anhydrous sodium acetate (NaOAC) (≥99.0%) and methanol (MeOH) (≥99.9%) were procured by Sigma Aldrich. These products were used as described. The REEs studied here, Cerium (Ce) and Lanthanum (La), were used without further purification.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Characterization Methods</title>
    <p>The 300 MHz NMR spectra were recorded on a Bruker Advance spectrometer in 5 mm i.d. sample glass tubes using DMSO-d6 as solvent.</p>
    <p>To obtain oligomer masses of 3000 g/mol, calculations of several polycondensation parameters were carried out using the following equations eq 1 and eq 2.</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          M 
        </mi> 
        <mi>
          n 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          M 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         × 
       </mo> 
       <msub> 
        <mi>
          X 
        </mi> 
        <mi>
          n 
        </mi> 
       </msub> 
       <mo>
         + 
       </mo> 
       <msub> 
        <mi>
          M 
        </mi> 
        <mrow> 
         <mtext>
           ext 
         </mtext> 
        </mrow> 
       </msub> 
      </mrow> 
     </math> (eq 1)</p>
    <p>with M<sub>n</sub> = the number average molecular weight of oligomer;</p>
    <p>M<sub>0</sub> = the molecular mass of repeating unit;</p>
    <p>M<sub>ext</sub>= the molecular mass of end-groups;</p>
    <p>X<sub>n</sub> = DP= Degrees of polymerization (the number of repeat units n).</p>
    <p>Then, using the expression</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          X 
        </mi> 
        <mi>
          n 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             + 
           </mo> 
           <mi>
             r 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             + 
           </mo> 
           <mi>
             r 
           </mi> 
           <mo>
             − 
           </mo> 
           <mn>
             2 
           </mn> 
           <mi>
             r 
           </mi> 
           <mi>
             p 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math> (eq 2)</p>
    <p>with r = stoichiometric ratio, p= degrees of advancement assuming 1 we can calculate the stoichiometric ratio 
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         r 
       </mi> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              X 
            </mi> 
            <mi>
              n 
            </mi> 
           </msub> 
           <mo>
             − 
           </mo> 
           <mn>
             1 
           </mn> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              X 
            </mi> 
            <mi>
              n 
            </mi> 
           </msub> 
           <mo>
             + 
           </mo> 
           <mn>
             1 
           </mn> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mn>
         0.777 
       </mn> 
      </mrow> 
     </math>. Finally, we set the number of moles of excess monomer, to calculate the number of moles of default monomer by the relationship 
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         r 
       </mi> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <mi>
           n 
         </mi> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mi mathvariant="normal">
             default 
           </mi> 
           <mi> 
           </mi> 
           <mi>
             r 
           </mi> 
           <mi>
             e 
           </mi> 
           <mi>
             a 
           </mi> 
           <mi>
             g 
           </mi> 
           <mi>
             e 
           </mi> 
           <mi>
             n 
           </mi> 
           <mi>
             t 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <mi>
           n 
         </mi> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mtext>
             excess reagent 
           </mtext> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math>.</p>
    <p>A thermogravimetric analysis (TGA) was conducted using a TA Instruments TGA Q50 in a temperature range of 25˚C - 600˚C under nitrogen at a heating rate of 10˚C/min. Glass-transition temperatures (Tg) of the oligomers were determined using a Mettler-Toledo DSC822e differential scanning calorimeter at a heating rate of 10˚C/min under nitrogen atmosphere.</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Oligo (Ether Sulfone) Synthesis</title>
    <p>As illustrated in <xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>, a series of four oligo (ether sulfone)s with different end-groups (F, OH, NH<sub>2</sub> and maleimide) were prepared according to our published article <xref ref-type="bibr" rid="scirp.136513-27">
      [27]
     </xref>.</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>Figure 1. Synthesis of isosorbide-based olig(ether sulfone)s with different end-groups (OH, F, NH<sub>2</sub> and maleimide) P1-P4 (M<sub>n</sub> = 3000 g/mol, n = 8).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId22.jpeg?20241010031912" />
    </fig>
    <p>The polycondensation was performed by reacting 20.0 mmol of IS (1), 15.4 mmol of DFDPS (2), and 44 mmol of K<sub>2</sub>CO<sub>3</sub> in 50 mL of DMF, into a 250-mL cylindrical two-neck glass reactor, equipped with a mechanical stirrer. 20 mL of toluene was dropwise added through a dropping funnel. The reaction mixture was heated until 140˚C so that a slow azeotropic distillation of the toluene was observable. The loss of toluene was replaced continuously by the dropping funnel. The temperature was then slowly increased to 160˚C for 24 h. The hydroxy end-group was controlled by <sup>1</sup>H NMR spectroscopy. Finally, the obtained viscous solution was precipitated into methanol. The precipitate was collected by filtration, washed thoroughly with cold methanol, and then dried in a vacuum. The oligomer P1 was isolated as a white powder with a 95% yield.</p>
    <p>In a two-necked reactor equipped with a N<sub>2</sub> inlet and a mechanical stirrer, a mixture of 15.4 mmol of IS (1), 20.0 mmol of DFDPS (2), 33.88 mmol of K<sub>2</sub>CO<sub>3</sub> and 50 mL of DMF was stirred and heated at 160˚C for 24 h. The fluoro end-group was controlled by proton NMR spectroscopy. The solution was then poured into methanol, filtrated and washed with methanol. After drying under vacuum, a white crystal was obtained with a 96% yield.</p>
    <p>In a 100 mL two round-bottom flask equipped with N<sub>2</sub> inlet, 4 g of the resulting di-fluorinated oligomer P2, 0.60 g of 3-aminophenol and 4.00 mmol of K<sub>2</sub>CO<sub>3</sub> were dissolved in 20 mL of DMF. The mixture was then stirred for 48 h at 130˚C. The reaction solution was poured into methanol, filtered, and dried under vacuum at 40˚C, giving a brown powder with a yield of 87%.</p>
    <p>A 100-mL two-necked, round-bottomed flask equipped with a magnetic stirrer bar, a nitrogen-gas inlet tube, and a calcium chloride drying tube, was charged with 1.80 g of resulting diamine P3, 115.0 mg of maleic anhydride (MAn) and 10 mL of DMF. The mixture was stirred at room temperature for 5 h. The formed bismaleamic acid was then converted into bismaleimide via a chemical-imidization process. The amide acid cyclization was carried out by adding 0.3 mL of acetic anhydride and 20 mg of anhydrous sodium acetate to the intermediate solution, while stirring it at 100˚C for 1 h. The mixture was then stirred overnight at room temperature. Finally, the oligomer solution was slowly poured into methanol to form a precipitate. The precipitate was then filtered, washed thoroughly with methanol, and dried overnight under a vacuum at 80˚C, a yield of 85% was obtained.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Electrochemical Characterization</title>
    <p>EIS measurements were carried out using a SP-200 potentiostat (Biologic) using EC-Lab V11.43 software. This device generates the sinusoidal signal with the desired amplitude and frequency and recovers the real and imaginary parts of the impedance system under study. In these tests, the initial potential was E = −0.15 V, the frequency range was set from 1 kHz to 100 mHz, and an amplitude of 10 mV superimposed on the DC voltage. All measurements were performed in an identical solution and at room temperature to minimize the variations of resistance. Real and imaginary impedances were calculated and a Nyquist diagram was traced. The impedance values were adjusted using Scribner Associates “Zview” software.</p>
    <p>The electrochemical measurements were performed in a Pyrex glass cell using a polymer-coated platinum electrode as the working electrode, an Ag/AgCl reference electrode, and an auxiliary platinum electrode (99% purity), used to close the electrical circuit in the electrochemical cell. For each measurement, the position of the electrodes remained the same. The electrochemical cell was placed in a Faraday cage to reduce the influence of electromagnetic waves. All measurements were performed with the polymer-modified platinum electrode immersed in a 0.2 M potassium citrate solution (pH 4.0) containing the rare earth ions after 25 min of equilibration.</p>
   </sec>
   <sec id="s2_5">
    <title>2.5. Preparation of Polymer-Modified Platinum Electrodes</title>
    <p>Platinum electrodes were 1.2 × 1.2 cm square plates. The surface was rinsed with ethanol for 10 min, rinsed with ultrapure water, and then dried under flowing nitrogen. 5 µL of 1 w/w% dimethylsulfoxyde solution of P1, P2, P3 and P4 polymer were mixed separately and drop-casted on the electrode surface and then dried under nitrogen flow for 48 h, at room temperature.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Results and Discussion</title>
   <sec id="s3_1">
    <title>3.1. Synthesis and Characterization of Oligo (Ether Sulfone)s P1 - P4</title>
    <p>
     <xref ref-type="bibr" rid="scirp.136513-"></xref>The dihydroxy and difluoro-ether sulfone oligomers P1 and P2 were prepared with a molecular ratio calculation of isosorbide (Is) and 4,4’-difluorodiphenylsulfone (DFDPS) monomers to get a M<sub>n</sub> of 3000 g/mol. The monomer polycondensation was performed in DMF in the presence of potassium carbonate at 160˚C, as reported previously in the literature <xref ref-type="bibr" rid="scirp.136513-27">
      [27]
     </xref>. The condensation reactions were monitored by <sup>1</sup>H NMR spectroscopy to obtain the desired hydroxylated and fluorinated oligomers in satisfactory yields and almost quantitative functionalization. The oligoethersulfones P1 and P2 were isolated as a white powder after precipitation in methanol and dried under vacuum.</p>
    <p>The repeat unit molecular weight (M<sub>0</sub>) of each oligomer was equal to 361.07 g/mol, and the molecular mass of end groups was 146.06 g/mol and 254.02 g/mol for P1 and P2, respectively. Since the average molecular weight (M<sub>n</sub>) of both target oligoethersulfones P1 and P2 was fixed at 3000 g/mol, the number of repeating units n in their principal chains, was found to be around 8.</p>
    <p>The chemical structures of these oligoethersulfones were characterized by <sup>1</sup>H NMR. The proton NMR spectra of (OH)-oligomer P1, presented in <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>, exhibit the characteristic protons of isosorbide diol (H1 - H6) and DFDPS (H7 - H8). Moreover, the spectrum reveals the presence of low-intensity peaks corresponding to protons at the end groups of isosorbide (H1* - H6*) confirming the formation of hydroxyl-terminated oligomer. The proton NMR spectra of oligomer P2 clearly show the total protons characteristic of the repetitive unit with the presence of low-intensity peaks in the aromatic zone (H7* and H8*).</p>
    <p>Fluorine atoms at oligomer P2 chain ends were successfully substituted with 3-aminophenol in the presence of K<sub>2</sub>CO<sub>3 </sub>in DMF at 130˚C for 48 h to afford the diamine-oligoethersulfone P3 (<xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>). The nucleophilic displacement reaction of F-atoms by OH-PhNH<sub>2 </sub>was confirmed by the appearance of the characteristic signal of amine protons H9 located in <sup>1</sup>H NMR spectra at 5.30 ppm (<xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>), as well as the disappearance of the fluorine chain ends signals.</p>
    <p>Oligomer containing maleimides end-groups P4 was finally synthesized with a good yield of 85%, according to a two-step procedure, which includes the condensation of the diamine P3 with maleic anhydride followed by the maleamic acid cyclization, as outlined in <xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>. The first reaction was performed at room temperature in DMF. This fast and exothermic reaction leads to the intermediate bismaleamic acid. The chemical imidization process was then performed with acetic anhydride and a basic catalyst like sodium acetate giving the bismaleimide P4. The <sup>1</sup>H NMR spectrum of the representative oligomer (<xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>), presents the total protons related to bismaleimide groups (H14 - H19) at the end of chains which are consistent with the proposed chemical structure for this oligomer.</p>
    <p>The solubility of the resulting oligo (ether sulfone)s was tested by dissolving 10 mg of oligomers in 10 ml of solvent; in the case of insolubility, we assayed 1 mg in 1 ml of solvent. The results are summarized in <xref ref-type="table" rid="table1">
      Table 1
     </xref>. All the obtained oligomers (P1 - P4) exhibited excellent solubility in aprotic polar solvents such as DMSO, DMF, and NMP. They are insoluble in heptane, methanol, ethyl acetate, diethyl ether, acetonitrile and water, and partially soluble in acetone and THF, in particular for the P4 oligomer, which is soluble.</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>Figure 2. <sup>1</sup>H NMR spectra of Oligomers P1, P2, P3 and P4 in DMSO-d6.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId23.jpeg?20241010031916" />
    </fig>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.136513-"></xref>Table 1. Solubility of oligomers.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="5.08%"><p style="text-align:center"></p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="86.66%" colspan="11"><p style="text-align:center">Solvents<sup>[a]</sup></p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="8.26%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="5.08%"><p style="text-align:center">N˚</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">nC<sub>7</sub>H<sub>16</sub></p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">MeOH</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.88%"><p style="text-align:center">EtOAc</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">Et<sub>2</sub>O</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">Acetone</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.88%"><p style="text-align:center">THF</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">CH<sub>2</sub>Cl<sub>2</sub></p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">CHCl<sub>3</sub></p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.88%"><p style="text-align:center">CH<sub>3</sub>CN</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.87%"><p style="text-align:center">DMSO</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.88%"><p style="text-align:center">NMP</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="8.26%"><p style="text-align:center">H<sub>2</sub>O</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="5.08%"><p style="text-align:center">P1</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">−</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="custom-top-td acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="custom-top-td acenter" width="7.88%"><p style="text-align:center">∼</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="custom-top-td acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="custom-top-td acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="custom-top-td acenter" width="7.88%"><p style="text-align:center">+</p></td> 
       <td class="custom-top-td acenter" width="8.26%"><p style="text-align:center">–</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="5.08%"><p style="text-align:center">P2</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">∼</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">+</p></td> 
       <td class="acenter" width="8.26%"><p style="text-align:center">–</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="5.08%"><p style="text-align:center">P3</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">∼</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="acenter" width="7.88%"><p style="text-align:center">+</p></td> 
       <td class="acenter" width="8.26%"><p style="text-align:center">–</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="5.08%"><p style="text-align:center">P4</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="custom-bottom-td acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">–</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">∼</p></td> 
       <td class="custom-bottom-td acenter" width="7.88%"><p style="text-align:center">+</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="custom-bottom-td acenter" width="7.88%"><p style="text-align:center">–</p></td> 
       <td class="custom-bottom-td acenter" width="7.87%"><p style="text-align:center">+</p></td> 
       <td class="custom-bottom-td acenter" width="7.88%"><p style="text-align:center">+</p></td> 
       <td class="custom-bottom-td acenter" width="8.26%"><p style="text-align:center">–</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_2">
    <title>3.2. Thermal Properties of Oligomers</title>
    <p>The thermal properties of functional oligo (ether sulfone)s P1-P4 were determined by Thermogravimetric analysis (TGA) and Differential Scanning Calorimetry (DSC). DSC analysis revealed the amorphous behaviour of the oligomers with high glass transition temperature values (Tg) ranging from 160 to 176˚C, depending on the nature of the functional group at the end of oligomer chains. The Tg values of diamine and dihydroxyoligoethersulfones (P3, 176˚C) and (P1, 171˚C) are higher than the Tg of difluoro-oligomer (P2, 160˚C) (<xref ref-type="table" rid="table2">
      Table 2
     </xref>). This result can be explained by the formation of inter- and intra-chain hydrogen bonds in P1 and P3 oligomers, leading to a decrease in chain mobility and flexibility with an increase in structural rigidity and glass transition temperature (Tg) <xref ref-type="bibr" rid="scirp.136513-28">
      [28]
     </xref>.</p>
    <p>The TGA experiments (<xref ref-type="table" rid="table2">
      Table 2
     </xref>) shows that all oligo (ether sulfone)s P1-P4 were thermally stable with decomposition temperatures for 5% weight losses (T<sub>d5</sub>) higher than 300˚C, depending on the structure of the polymers. The highest thermal stability is observed for bismaleimide oligomer (P4) with a structure rich in aromatic rings (Td5 = 447˚C).</p>
    <table-wrap id="table2">
     <label>
      <xref ref-type="table" rid="table2">
       Table 2
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.136513-"></xref>Table 2. Thermal properties of the resulting oligomers P1 - P4.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="14.82%"><p style="text-align:center">Oligomer</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="15.99%"><p style="text-align:center">Chain end functions</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="15.99%"><p style="text-align:center">Yield<sup>a)</sup></p><p style="text-align:center">(%)</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="15.21%"><p style="text-align:center">T<sub>g</sub><sup>b)</sup></p><p style="text-align:center">(˚C)</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="15.19%"><p style="text-align:center">T<sub>d5</sub><sup>c)</sup></p><p style="text-align:center">(˚C)</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="14.82%"><p style="text-align:center">P1</p></td> 
       <td class="custom-top-td acenter" width="15.99%"><p style="text-align:center">OH</p></td> 
       <td class="custom-top-td acenter" width="15.99%"><p style="text-align:center">95</p></td> 
       <td class="custom-top-td acenter" width="15.21%"><p style="text-align:center">171</p></td> 
       <td class="custom-top-td acenter" width="15.19%"><p style="text-align:center">321</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="14.82%"><p style="text-align:center">P2</p></td> 
       <td class="acenter" width="15.99%"><p style="text-align:center">F</p></td> 
       <td class="acenter" width="15.99%"><p style="text-align:center">96</p></td> 
       <td class="acenter" width="15.21%"><p style="text-align:center">160</p></td> 
       <td class="acenter" width="15.19%"><p style="text-align:center">338</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="14.82%"><p style="text-align:center">P3</p></td> 
       <td class="acenter" width="15.99%"><p style="text-align:center">NH<sub>2</sub></p></td> 
       <td class="acenter" width="15.99%"><p style="text-align:center">87</p></td> 
       <td class="acenter" width="15.21%"><p style="text-align:center">176</p></td> 
       <td class="acenter" width="15.19%"><p style="text-align:center">354</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="14.82%"><p style="text-align:center">P4</p></td> 
       <td class="custom-bottom-td acenter" width="15.99%"><p style="text-align:center">maleimide</p></td> 
       <td class="custom-bottom-td acenter" width="15.99%"><p style="text-align:center">85</p></td> 
       <td class="custom-bottom-td acenter" width="15.21%"><p style="text-align:center">-</p></td> 
       <td class="custom-bottom-td acenter" width="15.19%"><p style="text-align:center">447</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p><sup>a)</sup> After precipitation into MeOH. <sup>b)</sup> Determined by DSC under nitrogen at a heating rate of 10˚C/min. <sup>c)</sup> Temperature at 5 wt % loss.</p>
   </sec>
   <sec id="s3_3">
    <title>3.3. EIS Measurements for Detecting La</title>
    <p>The impedance spectra of platinum electrode/oligo (ether sulfone)s/electrolyte obtained in the presence of increasing concentrations of La ions in an acetate solution are shown on the Nyquist plot in <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref>, as solid points. An equivalent circuit modeled the electrical properties: Nyquist diagrams were compared with several electrical circuit models through Z-View software until the experimental data were fitted satisfactorily. The chosen model must fit the data with good precision and should not contain too many components. In our experiment, each spectrum shows the typical behavior of a semicircle associated with an equivalent circuit consisting of a resistor, R, in parallel with a constant phase element, CPE (<xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>). As the concentration of lanthanum increases, the diameter of the semicircles decreases. The right-hand (low-frequency) end of a semicircle corresponds to the value of the resistor. The values of the equivalent electrical circuit’s elements were obtained, corresponding to a correlation coefficient χ<sup>2</sup> equal to 10<sup>−</sup><sup>3</sup>. A higher concentration of La ions decreases the polarization resistance, which generates a lower impedance. This result can be explained by the adsorption of La ions on the oligo (ether sulfone)s.</p>
    <fig id="fig3" position="float">
     <label>Figure 3</label>
     <caption>
      <title>Figure 3. Nyquist plots of Pt/oligomer/electrolyte interface obtained in the presence of La ions.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId24.jpeg?20241010031917" />
    </fig>
    <p>The calibration curve of the sensor was obtained by plotting the relative variation of the charge transfer resistance of each platinum electrode modified with P1, P2, P3, and P4 oligomer respectively as a function of the logarithmic concentration of La ion using the following equation: 
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mrow> 
         <mrow> 
          <mo>
            | 
          </mo> 
          <mrow> 
           <mi>
             R 
           </mi> 
           <mi>
             p 
           </mi> 
           <mn>
             0 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             R 
           </mi> 
           <mi>
             p 
           </mi> 
          </mrow> 
          <mo>
            | 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <mi>
           R 
         </mi> 
         <mi>
           p 
         </mi> 
         <mn>
           0 
         </mn> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mrow> 
            <mrow> 
             <mi>
               Δ 
             </mi> 
             <mi>
               R 
             </mi> 
            </mrow> 
            <mo>
              / 
            </mo> 
            <mi>
              R 
            </mi> 
           </mrow> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math>. This parameter was found to be linearly proportional to the logarithmic value of La concentrations (pM) (<xref ref-type="fig" rid="fig5">
      Figure 5
     </xref>). To ascertain the limits of detection (LOD) and quantification (LOQ), the formulas Equation (3) and Equation (4), respectively, were used.</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         LOD 
       </mtext> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mn>
           3 
         </mn> 
         <mo>
           × 
         </mo> 
         <mtext>
           Standard 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           deviation 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           of 
         </mtext> 
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         </mtext> 
         <mtext>
           the 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           intercept 
         </mtext> 
        </mrow> 
        <mrow> 
         <mtext>
           Slope 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           of 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           the 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           calibration 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           curve 
         </mtext> 
        </mrow> 
       </mfrac> 
      </mrow> 
     </math> (eq 3)</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         LOQ 
       </mtext> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mn>
           10 
         </mn> 
         <mo>
           × 
         </mo> 
         <mtext>
           Standard 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           deviation 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           of 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           the 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           intercept 
         </mtext> 
        </mrow> 
        <mrow> 
         <mtext>
           Slope 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           of 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           the 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           calibration 
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
           curve 
         </mtext> 
        </mrow> 
       </mfrac> 
      </mrow> 
     </math> (eq 4)</p>
    <fig id="fig4" position="float">
     <label>Figure 4</label>
     <caption>
      <title>Figure 4. Model equivalent electrical circuit (EEc) of the Pt/oligomer/electrolyte interface and its: Rs is the solution and contact resistance, Rp is the polarization resistance of the polymer film, CPE is the constant phase elements of the polymer film/electrolyte interface.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId31.jpeg?20241010031917" />
    </fig>
    <fig id="fig5" position="float">
     <label>Figure 5</label>
     <caption>
      <title>Figure 5. Relative variation of the polarization resistance of the oligomer-modified platinum electrode/electrolyte interface as a function of log concentration of La ion (M).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId32.jpeg?20241010031917" />
    </fig>
    <p>As shown in <xref ref-type="table" rid="table3">
      Table 3
     </xref>, the OH-oligo(ether-sulfone) (P1), presents a higher sensitivity value. The presence of the dihydroxyl groups at the end of P1 chains improves the hydrophilic properties of the polymer. Lanthanum ions present six coordination links with oxygen atoms of the isosorbide group, and the sulfone group as designed for 2-MNBBSH-Yterbium-complex (<xref ref-type="fig" rid="fig6">
      Figure 6
     </xref>). Other trivalent ions were tested in this work and presented lower affinity for the 2-MNBBSH than the REE, Y<sup>3+</sup>, even at a 10 times higher concentration <xref ref-type="bibr" rid="scirp.136513-29">
      [29]
     </xref>.</p>
    <table-wrap id="table3">
     <label>
      <xref ref-type="table" rid="table3">
       Table 3
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.136513-"></xref>Table 3. Detection limits, quantification limits, linear range, and sensitivities obtained for La ions.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="25.05%"><p style="text-align:center">Sensing polymers</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.14%"><p style="text-align:center">Sensitivity</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.15%"><p style="text-align:center">LOD [M]</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.15%"><p style="text-align:center">LOQ [M]</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="23.50%"><p style="text-align:center">Linear range [M]</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="25.05%"><p style="text-align:center">P1</p></td> 
       <td class="custom-top-td acenter" width="17.14%"><p style="text-align:center">0.142</p></td> 
       <td class="custom-top-td acenter" width="17.15%"><p style="text-align:center">1 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="custom-top-td acenter" width="17.15%"><p style="text-align:center">3.33 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="custom-top-td acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="25.05%"><p style="text-align:center">P2</p></td> 
       <td class="acenter" width="17.14%"><p style="text-align:center">0.058</p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">5 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">1.66 × 10<sup>−</sup><sup>8</sup></p></td> 
       <td class="acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="25.05%"><p style="text-align:center">P3</p></td> 
       <td class="acenter" width="17.14%"><p style="text-align:center">0.111</p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">3 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">1 × 10<sup>−</sup><sup>8</sup></p></td> 
       <td class="acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.05%"><p style="text-align:center">P4</p></td> 
       <td class="custom-bottom-td acenter" width="17.14%"><p style="text-align:center">0.032</p></td> 
       <td class="custom-bottom-td acenter" width="17.15%"><p style="text-align:center">6 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="custom-bottom-td acenter" width="17.15%"><p style="text-align:center">2 × 10<sup>−</sup><sup>8</sup></p></td> 
       <td class="custom-bottom-td acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
     </table>
    </table-wrap>
    <fig id="fig6" position="float">
     <label>Figure 6</label>
     <caption>
      <title>Figure 6. Hydrophilic interactions of La ion with P1 oligo (ether sulfone).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId33.jpeg?20241010031917" />
    </fig>
    <p>The analytical performance of this impedimetric sensor for La detection was compared to that of previously published electrochemical sensors in <xref ref-type="table" rid="table4">
      Table 4
     </xref>. A very low detection limit is obtained with EIS, compared to those obtained with potentiometric and voltammetric La sensors.</p>
    <table-wrap id="table4">
     <label>
      <xref ref-type="table" rid="table4">
       Table 4
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.136513-"></xref>Table 4. Comparison of the analytical performance of the La impedimetric sensor to that of previously published electrochemical sensors.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="7.36%"><p style="text-align:center">REE</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="20.94%"><p style="text-align:center">Electrode</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.50%"><p style="text-align:center">Method</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="14.70%"><p style="text-align:center">Detection Limit</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.40%"><p style="text-align:center">Dynamic range</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="16.12%"><p style="text-align:center">Ref</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="7.36%"><p style="text-align:center">La</p></td> 
       <td class="custom-top-td acenter" width="20.94%"><p style="text-align:center">PVC membrane including BNOPC + CCD</p></td> 
       <td class="custom-top-td acenter" width="17.50%"><p style="text-align:center">potentiometry</p></td> 
       <td class="custom-top-td acenter" width="14.70%"><p style="text-align:center">5 × 10<sup>−</sup><sup>7</sup> M</p><p style="text-align:center">Sensitivity</p><p style="text-align:center">26 mV/dec.</p></td> 
       <td class="custom-top-td acenter" width="17.40%"><p style="text-align:center">10<sup>−</sup><sup>5</sup> M - 10<sup>−</sup><sup>3</sup> M</p></td> 
       <td class="custom-top-td acenter" width="16.12%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.136513-30">
          [30]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="7.36%"><p style="text-align:center">La</p></td> 
       <td class="acenter" width="20.94%"><p style="text-align:center">Tin electrode </p><p style="text-align:center">Alizarin complexon</p></td> 
       <td class="acenter" width="17.50%"><p style="text-align:center">Adsorptive Stripping Voltammetry</p></td> 
       <td class="acenter" width="14.70%"><p style="text-align:center">0.42 µg/L</p></td> 
       <td class="acenter" width="17.40%"><p style="text-align:center">1 - 25 µg/L</p></td> 
       <td class="acenter" width="16.12%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.136513-31">
          [31]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="7.36%"><p style="text-align:center">La</p></td> 
       <td class="custom-bottom-td acenter" width="20.94%"><p style="text-align:center">Oligo (ether sulfone)s</p></td> 
       <td class="custom-bottom-td acenter" width="17.50%"><p style="text-align:center">EIS</p></td> 
       <td class="custom-bottom-td acenter" width="14.70%"><p style="text-align:center">10<sup>−</sup><sup>9</sup> M</p></td> 
       <td class="custom-bottom-td acenter" width="17.40%"><p style="text-align:center">10<sup>−</sup><sup>9</sup> M - 10<sup>−</sup><sup>5</sup> M</p></td> 
       <td class="custom-bottom-td acenter" width="16.12%"><p style="text-align:center">This work</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_4">
    <title>3.4. EIS Measurements for Detecting Ce</title>
    <p>The obtained Nyquist plots in the complex plane are shown in <xref ref-type="fig" rid="fig7">
      Figure 7
     </xref>. A significant decrease in impedance was observed after increasing cerium concentration. This observation confirms that the polarization resistance of the polymer/electrolyte interface decreases. This is attributed to chemical bonds between Ce ions and the oligo (ether sulfone) as described for La ions.</p>
    <p>Calibration curves were obtained by plotting the relative variation of the polarization resistance as a function of Ce concentrations (<xref ref-type="fig" rid="fig8">
      Figure 8
     </xref>). The relative change (ΔR/R) of the oligo (ether sulfone)s P1 - P4 modified electrodes is linearly proportional to the logarithmic value of Ce concentration. The detection sensitivity is defined as the slope of the ΔR/R calibration curves as a function of the logarithm of Ce concentration. <xref ref-type="table" rid="table5">
      Table 5
     </xref> gathers the results obtained with the different oligo (ether sulfone)s, showing that the P1 oligomer presents a higher sensitivity. Due to hydrophilic properties, the presence of dihydroxyl groups in the structure of oligomer P1 improves the adsorption efficiency of Ce ions. The relative standard deviation on the relative variation of the polarization resistance is 5%. The repeatability between the three P1-based sensors was 10%.</p>
    <fig id="fig7" position="float">
     <label>Figure 7</label>
     <caption>
      <title>Figure 7. Nyquist plots of Pt/oligomer/electrolyte interface obtained in the presence of Ce ions.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId34.jpeg?20241010031918" />
    </fig>
    <fig id="fig8" position="float">
     <label>Figure 8</label>
     <caption>
      <title>Figure 8. Relative variation of the polarization resistance of the oligomer-modified platinum electrode/electrolyte interface as a function of log concentration of La ion (M).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4200294-rId35.jpeg?20241010031918" />
    </fig>
    <table-wrap id="table5">
     <label>
      <xref ref-type="table" rid="table5">
       Table 5
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.136513-"></xref>Table 5. Comparative study: of the responses of sensors based on oligomers P1, P2, P3, and P4 for Ce detection.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="25.05%"><p style="text-align:center">Sensing polymers</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.14%"><p style="text-align:center">Sensitivity</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.15%"><p style="text-align:center">LOD [M]</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="17.15%"><p style="text-align:center">LOQ [M]</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="23.50%"><p style="text-align:center">Linear range [M]</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="25.05%"><p style="text-align:center">P1</p></td> 
       <td class="custom-top-td acenter" width="17.14%"><p style="text-align:center">0.124</p></td> 
       <td class="custom-top-td acenter" width="17.15%"><p style="text-align:center">3 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="custom-top-td acenter" width="17.15%"><p style="text-align:center">1 × 10<sup>−</sup><sup>8</sup></p></td> 
       <td class="custom-top-td acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="25.05%"><p style="text-align:center">P2</p></td> 
       <td class="acenter" width="17.14%"><p style="text-align:center">0.046</p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">8 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">2.7 × 10<sup>−</sup><sup>8</sup></p></td> 
       <td class="acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="25.05%"><p style="text-align:center">P3</p></td> 
       <td class="acenter" width="17.14%"><p style="text-align:center">0.078</p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">3 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="acenter" width="17.15%"><p style="text-align:center">1 × 10<sup>−</sup><sup>8</sup></p></td> 
       <td class="acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.05%"><p style="text-align:center">P4</p></td> 
       <td class="custom-bottom-td acenter" width="17.14%"><p style="text-align:center">0.029</p></td> 
       <td class="custom-bottom-td acenter" width="17.15%"><p style="text-align:center">1 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="custom-bottom-td acenter" width="17.15%"><p style="text-align:center">3.3 × 10<sup>−</sup><sup>9</sup></p></td> 
       <td class="custom-bottom-td acenter" width="23.50%"><p style="text-align:center">10<sup>−</sup><sup>10</sup> - 10<sup>−</sup><sup>5</sup></p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>The analytical performance of this impedimetric sensor for Ce detection was compared to that of previously published electrochemical sensors in <xref ref-type="table" rid="table6">
      Table 6
     </xref>. A very low detection limit is obtained with EIS, compared to those obtained with voltammetric Ce sensors, except in <xref ref-type="bibr" rid="scirp.136513-31">
      [31]
     </xref> when an ion-imprinted polymer was used.</p>
    <table-wrap id="table6">
     <label>
      <xref ref-type="table" rid="table6">
       Table 6
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.136513-"></xref>Table 6. Comparison of the analytical performance of the Ce impedimetric sensor to that of previously published electrochemical sensors.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td custom-top-td acenter" width="5.89%"><p style="text-align:center">REE</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="23.52%"><p style="text-align:center">Electrode</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="29.41%"><p style="text-align:center">Method</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="13.24%"><p style="text-align:center">Detection Limit</p></td> 
       <td class="custom-bottom-td custom-top-td acenter" width="19.44%"><p style="text-align:center">Dynamic range</p></td> 
       <td class="custom-bottom-td custom-top-td acenter"><p style="text-align:center">Ref</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="5.89%"><p style="text-align:center">Ce</p></td> 
       <td class="custom-top-td acenter" width="23.52%"><p style="text-align:center">Tin electrode</p><p style="text-align:center">Alizarin complexon</p></td> 
       <td class="custom-top-td acenter" width="29.41%"><p style="text-align:center">Adsorptive Stripping Voltammetry</p></td> 
       <td class="custom-top-td acenter" width="13.24%"><p style="text-align:center">0.06 µg/L</p></td> 
       <td class="custom-top-td acenter" width="19.44%"><p style="text-align:center">1 - 25 µg/L</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.136513-31">
          [31]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="5.89%"><p style="text-align:center">Ce</p></td> 
       <td class="acenter" width="23.52%"><p style="text-align:center">Ce(III)-IIM/PC/GCE</p></td> 
       <td class="acenter" width="29.41%"><p style="text-align:center">Stripping voltammetry</p></td> 
       <td class="acenter" width="13.24%"><p style="text-align:center">10<sup>−12</sup> M</p></td> 
       <td class="acenter" width="19.44%"><p style="text-align:center">3.0 × 10<sup>−12</sup> - 1.0 × 10<sup>−4</sup> M</p></td> 
       <td class="acenter"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.136513-32">
          [32]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="5.89%"><p style="text-align:center">Ce</p></td> 
       <td class="acenter" width="23.52%"><p style="text-align:center">Ce(III)-IIM/CPE</p></td> 
       <td class="acenter" width="29.41%"><p style="text-align:center">Stripping voltammetry</p></td> 
       <td class="acenter" width="13.24%"><p style="text-align:center">1.5 × 10<sup>−7</sup> M</p></td> 
       <td class="acenter" width="19.44%"><p style="text-align:center">10<sup>−5</sup> - 2.0 × 10<sup>−4</sup> M</p></td> 
       <td class="acenter"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.136513-33">
          [33]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="5.89%"><p style="text-align:center">Ce</p></td> 
       <td class="acenter" width="23.52%"><p style="text-align:center">DAN-GQDs</p><p style="text-align:center">GNB-modified-CF electrode</p></td> 
       <td class="acenter" width="29.41%"><p style="text-align:center">CV</p><p style="text-align:center">DPV</p></td> 
       <td class="acenter" width="13.24%"><p style="text-align:center">2.60 µM</p></td> 
       <td class="acenter" width="19.44%"><p style="text-align:center"></p></td> 
       <td class="acenter"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.136513-34">
          [34]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="5.89%"><p style="text-align:center">Ce</p></td> 
       <td class="custom-bottom-td acenter" width="23.52%"><p style="text-align:center">Oligo (ether sulfone)s</p></td> 
       <td class="custom-bottom-td acenter" width="29.41%"><p style="text-align:center">EIS</p></td> 
       <td class="custom-bottom-td acenter" width="13.24%"><p style="text-align:center">3 × 10<sup>−9</sup> M</p></td> 
       <td class="custom-bottom-td acenter" width="19.44%"><p style="text-align:center">10<sup>−9</sup>M - 10<sup>−5</sup> M</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">This work</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
  </sec><sec id="s4">
   <title>4. Conclusion</title>
   <p>In this work, we developed a novel electrochemical sensor using an oligo (ether sulfone)-modified platinum electrode for the sensitive detection of rare earth elements, in particular the most abundant in the earth’s crust, lanthanum (La) and cerium (Ce). Electrochemical impedance spectroscopy (EIS) was used for detecting La and Ce ions over a wide concentration range from 10<sup>−</sup><sup>9</sup> M to 10<sup>−</sup><sup>5</sup> M, reaching a low detection limit of 10<sup>−</sup><sup>9</sup> M and 3 × 10<sup>−</sup><sup>9</sup> M respectively. The electrochemical sensor, composed of dihydroxy-oligo (ether sulfone) (P1), demonstrated significantly higher sensitivity for La and Ce ions and low detection limits compared to other oligo (ether sulfone)s with difluorinated, diamine and bismaleimide end groups. This obtained sensor presents a lower detection limit, compared to most of the published electrochemical sensors. Further studies involving characterization techniques will be carried out to provide evidence of polymer-REE interactions. The application of this simple sensor for the detection of REE in real samples should be validated by comparing the results with those of the classical analytical techniques.</p>
  </sec><sec id="s5">
   <title>Acknowledgments</title>
   <p>The authors would like to acknowledge the financial support of the POLYAM project, of the High Ministry of Education and Research in Tunisia. CNRS is acknowledged for the IRP NARES.</p>
  </sec>
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