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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Food. Sci. Technol.</journal-id>
<journal-title>Frontiers in Food Science and Technology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Food. Sci. Technol.</abbrev-journal-title>
<issn pub-type="epub">2674-1121</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1263380</article-id>
<article-id pub-id-type="doi">10.3389/frfst.2024.1263380</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Food Science and Technology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Correlation of low field nuclear magnetic resonance relaxation with composition and glass transition of hard candies</article-title>
<alt-title alt-title-type="left-running-head">Ozel 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/frfst.2024.1263380">10.3389/frfst.2024.1263380</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ozel</surname>
<given-names>Baris</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2582313/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Berk</surname>
<given-names>Berkay</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2383849/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Uguz</surname>
<given-names>Sirvan Sultan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Grunin</surname>
<given-names>Leonid</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Oztop</surname>
<given-names>Mecit Halil</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Food Engineering</institution>, <institution>Middle East Technical University</institution>, <addr-line>Ankara</addr-line>, <country>T&#xfc;rkiye</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Food Engineering</institution>, <institution>Izmir Institute of Technology</institution>, <addr-line>Izmir</addr-line>, <country>T&#xfc;rkiye</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Resonance Systems GmbH</institution>, <addr-line>Kirchheim</addr-line>, <country>Germany</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/1492402/overview">Fanbin Kong</ext-link>, University of Georgia, United States</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/1497864/overview">Mehraj Fatema Z. Mulla</ext-link>, Teagasc&#x2014;Irish Agriculture and Food Development Authority, Ireland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/188264/overview">William S. Price</ext-link>, Western Sydney University, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Mecit Halil Oztop, <email>mecit@metu.edu.tr</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>4</volume>
<elocation-id>1263380</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Ozel, Berk, Uguz, Grunin and Oztop.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ozel, Berk, Uguz, Grunin and Oztop</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>Hard candies produced from sucrose and doctoring agents such as glucose syrup (GS) and high fructose corn syrup (FS) have been investigated in terms of their final composition, glass transition temperature (T<sub>g</sub>), degree of crystallinity, total soluble solids (TSS) content and water activity (a<sub>w</sub>). Time domain (TD) <sup>1</sup>H NMR longitudinal relaxation time (T<sub>1</sub>) and second moment (M<sub>2</sub>) measurements have been used to understand the glassy state and crystallization characteristics for different hard candy formulations. The investigated candies include sucrose as the main sugar component. Different levels of doctoring agents have been mixed with sucrose to obtain products with different characteristics. It has been shown that addition of any doctoring agent to sucrose formulations decreases the T<sub>g</sub> of the system significantly (<italic>p</italic> <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). Furthermore, GS or FS addition also induce significant changes in TSS and a<sub>w</sub>. T<sub>1</sub> and M<sub>2</sub> results are almost parallel to each other, both reaching the highest values for the highest sucrose concentration (<italic>p</italic> <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). The results demonstrate that the glass transition and crystallization characteristics of hard candy formulations can be monitored and analyzed by TD NMR relaxometry, alternative to other frequently used conventional methods including differential scanning calorimetry (DSC) and X-ray diffraction.</p>
</abstract>
<kwd-group>
<kwd>1&#xa0;H NMR</kwd>
<kwd>hard candy</kwd>
<kwd>glass transition</kwd>
<kwd>crystallization</kwd>
<kwd>sucrose</kwd>
</kwd-group>
<contract-num rid="cn001">101008228</contract-num>
<contract-sponsor id="cn001">European Commission<named-content content-type="fundref-id">10.13039/501100000780</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Safety and Quality Control</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>Hard candies are glassy confections prepared usually by mixing sweeteners such as sucrose and doctoring agents, mostly corn syrup (<xref ref-type="bibr" rid="B23">Lans et al., 2018</xref>). After mixing the components in the presence of additional water, the mixture is heated up to elevated temperatures for concentrating and then cooled down below T<sub>g</sub> to reach the glassy state which provides some kinetic constraints (<xref ref-type="bibr" rid="B16">Hartel et al., 2011</xref>). T<sub>g</sub> is an important parameter which determines the physical properties of hard candies. Below T<sub>g,</sub> the amorphous solid portion of the semi-crystalline sample is defined as glassy state. This amorphous solid portion can also be transformed into a rubbery state above T<sub>g</sub> (<xref ref-type="bibr" rid="B50">Tan and Kerr, 2017</xref>). In the glassy state, the molecular mobility is restricted and the product is considered stable at least for some time interval. However, glassy state is not a thermodynamically stable but a pseudo kinetically stable state (<xref ref-type="bibr" rid="B45">Sherwin and Labuza, 2006</xref>). Therefore, slow changes such as crystallization of sucrose can still take place in the hard candies even below their T<sub>g</sub> making the control of the environmental conditions a necessity (<xref ref-type="bibr" rid="B44">Schugmann and Foerst, 2022</xref>). Nevertheless, controlling the environmental conditions such as relative humidity (RH) and temperature is not always easy. Thus, changes in the candy formulation can also be considered to produce more stable products especially to storage conditions. For this purpose, doctoring agents including corn syrups could be used in candy formulations (<xref ref-type="bibr" rid="B23">Lans et al., 2018</xref>). Such agents have substantial amounts of simple sugars that can incorporate between the sucrose molecules and interfere with the crystal lattice formation by sucrose molecules (<xref ref-type="bibr" rid="B31">McFetridge et al., 2004</xref>). In addition to simple sugars, higher MW sugars may also be present in doctoring agents to some extent and they may contribute to the restriction of the molecular mobility by increasing the viscosity of the system (<xref ref-type="bibr" rid="B38">Raudonus et al., 2000</xref>). Under such conditions, incorporation of sucrose molecules thus, crystallization within the hard candies becomes harder.</p>
<p>The physicochemical changes taking place in the glassy state of hard candies during storage are mostly undesirable since the resulting product would be unacceptable in terms of sensorial and textural properties (<xref ref-type="bibr" rid="B15">Hartel, 2002</xref>). Water migration and temperature difference are the two main reasons for hard candy deterioration during storage. If the RH of the surrounding air is higher than the water activity (a<sub>w</sub>) of the hard candy, the sample absorbs moisture (<xref ref-type="bibr" rid="B52">Torres et al., 2011</xref>). Water acts as a plasticizer and decreases the T<sub>g</sub> below the storage temperature resulting in increased molecular mobility in the system (<xref ref-type="bibr" rid="B43">Roos, 2002</xref>). Depending on the candy characteristics, samples may become sticky or experience graining (sucrose crystallization) (<xref ref-type="bibr" rid="B35">Nowakowski and Hartel, 2002</xref>). If the candy formulation includes large amounts of glucose and fructose, the hygroscopic character of such sugars may induce extreme water absorption and a sticky product (<xref ref-type="bibr" rid="B9">Dinesh Kumar et al., 2021</xref>). In the case of high sucrose concentrations, lower levels of moisture may be absorbed by the product but the water in the candy would have higher mobility in the absence or low level of humectants. Consequently, sucrose would be able to use the free water to recrystallize. In such products, generally, graining is initially observed on the surface and crystallization continues into the interiors as the time passed (<xref ref-type="bibr" rid="B34">Netramai et al., 2018</xref>). These hard candies may not show stickiness but exert extreme graining lowering the sensorial and textural attributes. Therefore, a trade-off should be made between the stickiness and graining properties by controlling the storage conditions and more importantly hard candy formulations (<xref ref-type="bibr" rid="B23">Lans et al., 2018</xref>).</p>
<p>Doctoring agents also prevent or retard sucrose crystallization during the cooling period of the hard candy production primarily by increasing the viscosity of the system (<xref ref-type="bibr" rid="B34">Netramai et al., 2018</xref>). Additionally, GS and FS contain considerable amount of glucose and fructose in total. These sugars can both decrease the level of crystallization and increase the sweetness of the sample. They also act as humectants and reduce the risk of graining during storage (<xref ref-type="bibr" rid="B32">Nadaletti et al., 2011</xref>). Maltose is also present in GS and FS. It is also a relatively soluble sugar which is able to increase the system viscosity, retarding the crystallization process. The same effect can also be provided by the higher MW oligosaccharides present especially in GS (<xref ref-type="bibr" rid="B18">Ihli and Paterson, 2015</xref>).</p>
<p>The most critical phase in the hard candy production is the glass transition process. At T<sub>g</sub>, products experience changes in various physicochemical and mechanical properties including viscosity, molecular mobility, specific heat capacity (c<sub>p</sub>), dielectric constant and hardness (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). Understanding the glass transition process is critical since the main purpose of the cooling of boiled hard candy mixtures is to reach a widely frozen-in thermodynamic non-equilibrium glassy state in which most of the physicochemical changes are restricted (<xref ref-type="bibr" rid="B43">Roos, 2002</xref>). The glassy state must be provided for each candy formulation otherwise; the end of shelf life of the products would be unacceptably close (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). One classical method for observing the glass transition process and detecting T<sub>g</sub> is DSC. Despite its ability to detect T<sub>g</sub>, DSC cannot be used to observe the degree of crystallinity and the crystal content of the glassy products due to the thermal decomposition of the confections before the melting point (<xref ref-type="bibr" rid="B25">Lee et al., 2011</xref>). The X-ray diffraction technique is also used for crystallinity measurements, but the biased interpretation of the peaks may induce errors in the obtained results. Furthermore, mixed systems such as hard candies may produce merged peaks that are difficult to distinguish from each other (<xref ref-type="bibr" rid="B24">Le Botlan et al., 1998</xref>). Fourier-transform Infrared Spectroscopy (FTIR) can also be considered for crystal content measurements but its limited range of applicability to moisture prevents the analysis of some samples (<xref ref-type="bibr" rid="B36">Nunes et al., 2005</xref>). Another alternative is microscopy but the sample should be transparent and have low density matrix which is not suitable for hard candy samples (<xref ref-type="bibr" rid="B29">Martins et al., 2005</xref>).</p>
<p>TD NMR, on the other hand, can estimate the crystal content and degree of crystallinity in a simple and fast manner (<xref ref-type="bibr" rid="B17">Hashemi et al., 2010</xref>). TD NMR is also frequently used as an official method for solid fat content (SFC) measurements (<xref ref-type="bibr" rid="B51">Teles Dos Santos et al., 2014</xref>). The free induction decay (FID) acquired after a single pulse and the subsequent proton relaxation data are used to distinguish solid and liquid fractions of a material (<xref ref-type="bibr" rid="B14">G&#xfc;nther, 2013</xref>). However, just applying FID results in loss of signal acquired by the solid fraction due to the &#x2018;dead time&#x2019; phenomenon which is caused by the delay in the record of the signal by the receiver (<xref ref-type="bibr" rid="B8">Dejong and Hartel, 2016</xref>). Solids relax faster than liquids due to the closer proximity of the atoms in solid materials and some proportion of this initial signal cannot be detected by the hardware leading to erroneous solid to liquid fraction calculations (<xref ref-type="bibr" rid="B13">Grunin et al., 2019</xref>). In order to overcome this problem, some correction factors have been previously implemented but the requirement of calibration due to the moisture sensitivity of such factors limits the use of this approach (<xref ref-type="bibr" rid="B21">Kovrlija and Rondeau-Mouro, 2017</xref>). Alternatively, Magic Sandwich Echo (MSE) sequence (a modified solid echo (SE) sequence) has previously been implemented to exclude the &#x2018;dead time&#x2019; problem since MSE provides refocusing during the relaxation decay. This method enables the detection of the larger part of the signal coming from the solid (crystalline) fraction and eliminates the multiparameter fitting of the &#x2018;bead&#x2019; pattern FID signal. In this way, second moment (M<sub>2</sub>) can be calculated solely by the direct integration of the fast Fourier-transform of the MSE signal (<xref ref-type="bibr" rid="B13">Grunin et al., 2019</xref>). In addition to M<sub>2</sub> measurements for the detection of degree of crystallinity of hard candies, longitudinal relaxation time (T<sub>1</sub>) can also be used to for the same purpose. T<sub>1</sub> is calculated by applying inversion recovery (IR) or saturation recovery (SR) sequences and a subsequent relaxation spectrum analysis (<xref ref-type="bibr" rid="B17">Hashemi et al., 2010</xref>). <xref ref-type="bibr" rid="B24">Le Botlan et al. (1998)</xref> have used T<sub>1</sub> to detect and quantify the crystallinity of different sugars.</p>
<p>In this study, we have analyzed the glass transition and crystallinity characteristics of different hard candy formulations. In addition to the final composition, T<sub>g</sub>, TSS and a<sub>w</sub> calculations, TD NMR measurements have been performed to understand the physicochemical properties of the samples at glassy state. The addition of doctoring agents (GS and FS) to sucrose hard candies at different concentrations had substantial impacts on almost all parameters analyzed. The use of MSE sequence provided the acquisition of all solid signal from the sample and enabled us to monitor the degree of crystallinity of hard candy samples right after the production. TD NMR results showed that crystallinity of the hard candy formulations can be detected and analyzed by M<sub>2</sub> and T<sub>1</sub> measurements.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Samples</title>
<p>In order to prepare hard candy samples; sucrose (Balk&#xfc;p&#xfc;, Turkey), high fructose corn syrup (FS) (SMF 42 Sunar Glukoz Fruktoz Surubu, Sunar M&#x131;s&#x131;r, Turkey), glucose syrup (GS) (SCG 60 Glukoz &#x15e;urubu, DE 57&#x2013;64, Sunar M&#x131;s&#x131;r, Turkey), and water were used. Syrups and sucrose were mixed up with the proportions indicated in <xref ref-type="table" rid="T1">Table 1</xref>. Additionally, 5&#xa0;mL water was added to each 50&#xa0;g sugar mixture in order to form a solution. Then, all samples were boiled up to 130&#xb0;C in 140&#xb0;C oil bath. Only 100% (w/w) sucrose candy (100_S) could not be heated up to 130&#xb0;C due to crystallization; therefore, it was terminated when 121&#xb0;C was reached. After reaching 130&#xb0;C, samples were poured into molds then kept for cooling down to room temperature. Temperatures of the samples were constantly monitored in the oil bath. After cooling, samples were stored in sealed pans. Each sample was made three times for the respective measurements.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Initial sugar and syrup contents of sample mixtures (hard candy formulations).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="4" align="center">Proportion (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sample</td>
<td align="center">Glucose Syrup</td>
<td align="center">Fructose Syrup</td>
<td align="center">Sucrose</td>
</tr>
<tr>
<td align="left">100:0_FS</td>
<td align="center">-</td>
<td align="center">100</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">75:25_FS</td>
<td align="center">-</td>
<td align="center">75</td>
<td align="center">25</td>
</tr>
<tr>
<td align="left">50:50_FS</td>
<td align="center">-</td>
<td align="center">50</td>
<td align="center">50</td>
</tr>
<tr>
<td align="left">25:75_FS</td>
<td align="center">-</td>
<td align="center">25</td>
<td align="center">75</td>
</tr>
<tr>
<td align="left">100_S</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">25:75_GS</td>
<td align="center">25</td>
<td align="center">-</td>
<td align="center">75</td>
</tr>
<tr>
<td align="left">50:50_GS</td>
<td align="center">50</td>
<td align="center">-</td>
<td align="center">50</td>
</tr>
<tr>
<td align="left">75:25_GS</td>
<td align="center">75</td>
<td align="center">-</td>
<td align="center">25</td>
</tr>
<tr>
<td align="left">100:0_GS</td>
<td align="center">100</td>
<td align="center">-</td>
<td align="center">0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Sugar profile of syrups by high performance liquid chromatography</title>
<p>Syrup samples were weighed 1&#xa0;g, and then mixed with 50&#xa0;mL high performance liquid chromatography (HPLC) grade water (Milli-Q Water System, Millipore S.A., France) according to the procedure previously described in the reference study (<xref ref-type="bibr" rid="B33">Naml&#x131;, 2019</xref>). Then to hydrate completely, mixtures were stirred by vortex shaker for 5&#xa0;min. After shaking, with 0.45&#xa0;&#x3bc;m nylon filter, the solutions were filtered and introduced to HPLC vials. For the analysis, HPLC-RID (Shimadzu Scientific Instruments, Japan) instrument with auto-sampler (SIL-20A HT), degasser (DGU-20A<sub>5</sub>), pump (LC-20AD), column oven (CTO-20A) and refractive index detector (RID-20A) were used. As the column, the inertsil NH<sub>2</sub> column (Shimadzu Scientific Instruments, Japan) (dimensions of 250 &#xd7; 4.6, 5&#xa0;&#x3bc;m) was used. Acetonitrile and water (80:20 v/v) mixture was used as the mobile phase during the chromatographical separation.</p>
</sec>
<sec id="s2-3">
<title>2.3 Water properties of hard candy formulations</title>
<sec id="s2-3-1">
<title>2.3.1 Water content</title>
<p>Due to the low water content of hard candies, Karl-Fischer (KF) titration method was used for determination of water content (<xref ref-type="bibr" rid="B11">Fischer, 1935</xref>). The reaction occuring during titration is described by Equations <xref ref-type="disp-formula" rid="e1">1</xref>, <xref ref-type="disp-formula" rid="e2">2</xref> as follows:<disp-formula id="e1">
<mml:math id="m3">
<mml:mrow>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>SO</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mtext>SO</mml:mtext>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">I</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi mathvariant="normal">N</mml:mi>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m4">
<mml:mrow>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
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</mml:msup>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mtext>SO</mml:mtext>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">I</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">I</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>By the help of the electrical potential difference occurred in between I<sub>2</sub>/I<sup>&#x2212;</sup> couple, the water content can be estimated stoichiometrically. As water that is in the titration chamber depletes, electrical potential gradient goes to a constant value. When the rate of change drops under the threshold determined as 50&#xa0;&#x3bc;S, the reaction is ended, and water amount is calculated. The analysis was made by Karl Fischer Titrator (TitraLab KF1000 Series, HACH, UK) at 25&#xb0;C with a 2 component system with three replicates.</p>
</sec>
<sec id="s2-3-2">
<title>2.3.2 Water activity</title>
<p>In addition to water content determination, a<sub>w</sub> of the samples were measured by using water activity analyzer (LabStart&#x2013;a<sub>w</sub>, Novasina, Switzerland). The principle of the measurement is based on the equilibrium relative humidity (ERH) method (<xref ref-type="bibr" rid="B48">Subranamiam and Wareing, 2016</xref>).</p>
</sec>
</sec>
<sec id="s2-4">
<title>2.4 Total soluble solids (TSS)</title>
<p>TSS values of the hard candies were measured by the refractive index method (HI 96801 Refractometer, HANNA Instruments, United States) (<xref ref-type="bibr" rid="B55">Yebra-Biurrun, 2005</xref>). Hard candy samples were melted first and then their TSS values were measured. Since hard candy melts are highly viscous materials, the moisture loss during melting was neglected.</p>
</sec>
<sec id="s2-5">
<title>2.5 Calculation of glass transition temperature</title>
<p>T<sub>g</sub> values of the samples were calculated by using an empirical expression which reflects the compositional dependence. Normally, the Gordon&#x2013;Taylor equation is used for the calculation of the T<sub>g</sub> of binary mixtures (water and a single solute) (<xref ref-type="bibr" rid="B12">Gordon and Taylor, 1952</xref>). This equation shows the plasticizing effect of water on T<sub>g.</sub> However, the Gordon&#x2013;Taylor equation is not suitable for the current multicomponent systems like the ones used in this study. Therefore, a modification of the equation for the T<sub>g</sub> calculation of polymer mixtures could be considered for the multicomponent hard candy systems. This equation provides a good fit to the experimental data at high sugar concentrations (&#x3e;70% w/w). Since the hard candy samples used in this study has even higher sugar concentrations, the following Couchman&#x2013;Karasz expansion equation (Eq. <xref ref-type="disp-formula" rid="e3">3</xref>) was used for T<sub>g</sub> calculations (<xref ref-type="bibr" rid="B7">Couchman and Karasz, 1978</xref>; <xref ref-type="bibr" rid="B30">Mayhew et al., 2017</xref>):<disp-formula id="e3">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msubsup>
<mml:msub>
<mml:mi mathvariant="normal">w</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>&#x2206;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mtext>pi</mml:mtext>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mtext>gi</mml:mtext>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msubsup>
<mml:msub>
<mml:mi mathvariant="normal">w</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>&#x2206;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mtext>pi</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where w<sub>i</sub>, <inline-formula id="inf3">
<mml:math id="m6">
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> c<sub>pi</sub> and T<sub>gi</sub> denote the mass fraction, change in the specific heat capacity at the glass transition and glass transition temperature of each component in the mixture, respectively. <xref ref-type="table" rid="T2">Table 2</xref> summarizes the <inline-formula id="inf4">
<mml:math id="m7">
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> c<sub>pi</sub> and T<sub>gi</sub> values of each component in the hard candy formulations.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Glass transition temperatures and specific heat capacity changes at glass transition of each component in the hard candy formulations.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Component</th>
<th align="left">
<inline-formula id="inf5">
<mml:math id="m8">
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> c<sub>pi</sub> (J/g &#xb0;C)</th>
<th align="left">T<sub>gi</sub> (&#xb0;C)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Water</td>
<td align="left">1.94 (<xref ref-type="bibr" rid="B49">Sugisaki et al., 1968</xref>)</td>
<td align="left">&#x2212;135 (<xref ref-type="bibr" rid="B19">Johari et al., 1987</xref>)</td>
</tr>
<tr>
<td align="left">Fructose</td>
<td align="left">0.75 (<xref ref-type="bibr" rid="B40">Roos, 1993</xref>)</td>
<td align="left">5 (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>)</td>
</tr>
<tr>
<td align="left">Glucose</td>
<td align="left">0.63 (<xref ref-type="bibr" rid="B40">Roos, 1993</xref>)</td>
<td align="left">31 (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>)</td>
</tr>
<tr>
<td align="left">Maltose</td>
<td align="left">0.61 (<xref ref-type="bibr" rid="B40">Roos, 1993</xref>)</td>
<td align="left">87 (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>)</td>
</tr>
<tr>
<td align="left">Sucrose</td>
<td align="left">0.60 (<xref ref-type="bibr" rid="B40">Roos, 1993</xref>)</td>
<td align="left">66 (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>)</td>
</tr>
<tr>
<td align="left">DP<sub>3</sub>
</td>
<td align="left">0.47 (<xref ref-type="bibr" rid="B41">Roos and Karel, 1991a</xref>)</td>
<td align="left">112 (<xref ref-type="bibr" rid="B4">Avaltroni et al., 2004</xref>)</td>
</tr>
<tr>
<td align="left">DP<sub>n</sub>
</td>
<td align="left">0.40 (<xref ref-type="bibr" rid="B42">Roos and Karel, 1991b</xref>)</td>
<td align="left">180 (<xref ref-type="bibr" rid="B4">Avaltroni et al., 2004</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>DP<sub>3</sub> and DP<sub>n</sub>, represent oligosaccharides with three and more sugar molecules, respectively.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2-6">
<title>2.6 Time domain nuclear magnetic resonance relaxometry</title>
<p>For the TD-NMR experiments, 0.5&#xa0;T (20.34&#xa0;MHz) low resolution NMR System (Spin Track, Resonance Systems GmbH, Kirchheim/Teck, Germany) having 10&#xa0;mm radiofrequency (RF) coil was used. Mono- and multi-exponential fittings of the relaxation spectra and the calculation of the spectral line M<sub>2</sub> values were performed by the Relax8 software package (Resonance Systems GmBH, Kirchheim, Germany).</p>
<sec id="s2-6-1">
<title>2.6.1 Longitudinal relaxation time</title>
<p>An SR sequence having a relaxation period of 10&#xa0;s and a delay time between 5&#x2013;1,500&#xa0;ms for 16 points was used with 4 scans to measure T<sub>1</sub>.</p>
</sec>
<sec id="s2-6-2">
<title>2.6.2 Second moment</title>
<p>M<sub>2</sub> values were obtained by MSE sequence (see <xref ref-type="fig" rid="F1">Figure 1</xref>) having 10&#xa0;s repetition delay and 4 scans per each step of the cycling of phases &#x3d5;<sub>1</sub>, &#x3d5;<sub>2</sub> and &#x3d5;<sub>3</sub> as described in a previous study (<xref ref-type="bibr" rid="B13">Grunin et al., 2019</xref>). The number of points that were used for FID was 512.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Representation of an MSE sequence.</p>
</caption>
<graphic xlink:href="frfst-04-1263380-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s2-7">
<title>2.7 Statistical analysis</title>
<p>For all experimental results, statistical analysis was performed by analysis of variance (ANOVA) with general linear model of the software Minitab (Minitab Inc., Coventry, United Kingdom). The results were compared with respect to Tukey&#x2019;s comparison test having 95% confidence interval and at least three replicates were used. Additionally, the Pearson correlation (&#x3b1; &#x2264; 0.05) was used to find the correlation coefficients between the different parameters investigated.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Composition of hard candies</title>
<p>The initial moisture content of a hard candy is important since water effects the glassy state characteristics (<xref ref-type="bibr" rid="B5">Borde et al., 2002</xref>). The composition of the freshly produced hard candies were calculated after determining their water content by KF titration. The composition of the hard candies are tabulated in <xref ref-type="table" rid="T3">Table 3</xref>. The initial moisture content of the candy formulations varied between 2.04%&#x2013;7.08% (w/w). The moisture interval of hard candies is consistent with the literature findings that the initial moisture content of hard confections between 2% and 5% (w/w) (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). Generally, formulations containing FS maintained a higher moisture content than the 100_S and GS including candies. However, the lowest moisture content (4.97% w/w) belongs to 100:0_FS candy among the samples having only FS in their formulations. This could be related to the difference in the viscosity of the FS and GS. GS contains a considerable amount of high molecular weight&#x2013;long chain sugars (DP<sub>3</sub>, DP<sub>n</sub>) that would increase the system viscosity (<xref ref-type="bibr" rid="B15">Hartel, 2002</xref>). In contrast, FS is high in glucose and fructose content and contains almost no higher MW oligosaccharides. Therefore, 100:0_FS candy may have attained a lower viscosity, and this may have resulted in higher water loss during boiling of the mixture. This trend changed when sucrose is introduced into the candy formulations as shown in <xref ref-type="table" rid="T3">Table 3</xref>. The sample having only sucrose (100_S), had the lowest moisture content as expected since GS and FS contains some amount of water in their structures, 18% and 30% (w/w), respectively (<xref ref-type="table" rid="T4">Table 4</xref>). Images of developed hard candies were provided in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Compositions of hard candies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="9" align="center">Composition (%, w/w)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sample</td>
<td align="center">Water</td>
<td align="center">Fructose</td>
<td align="center">Glucose</td>
<td align="center">Maltose</td>
<td align="center">Sucrose</td>
<td align="center">DP<sub>3</sub>
</td>
<td align="center">DP<sub>4</sub>
</td>
<td align="center">DP<sub>n</sub>
</td>
</tr>
<tr>
<td align="left">100:0_FS</td>
<td align="center">4.97</td>
<td align="center">38.40</td>
<td align="center">50.81</td>
<td align="center">3.87</td>
<td align="center">0.00</td>
<td align="center">1.21</td>
<td align="center">0.00</td>
<td align="center">0.75</td>
</tr>
<tr>
<td align="left">75:25_FS</td>
<td align="center">7.08</td>
<td align="center">25.44</td>
<td align="center">33.65</td>
<td align="center">2.56</td>
<td align="center">29.97</td>
<td align="center">0.80</td>
<td align="center">0.00</td>
<td align="center">0.49</td>
</tr>
<tr>
<td align="left">50:50_FS</td>
<td align="center">6.43</td>
<td align="center">15.57</td>
<td align="center">20.60</td>
<td align="center">1.57</td>
<td align="center">55.04</td>
<td align="center">0.49</td>
<td align="center">0.00</td>
<td align="center">0.30</td>
</tr>
<tr>
<td align="left">25:75_FS</td>
<td align="center">5.83</td>
<td align="center">7.20</td>
<td align="center">9.53</td>
<td align="center">0.73</td>
<td align="center">76.35</td>
<td align="center">0.23</td>
<td align="center">0.00</td>
<td align="center">0.14</td>
</tr>
<tr>
<td align="left">100_S</td>
<td align="center">2.04</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
<td align="center">97.96</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
</tr>
<tr>
<td align="left">25:75_GS</td>
<td align="center">5.93</td>
<td align="center">0.12</td>
<td align="center">6.15</td>
<td align="center">7.80</td>
<td align="center">73.88</td>
<td align="center">2.27</td>
<td align="center">0.00</td>
<td align="center">3.85</td>
</tr>
<tr>
<td align="left">50:50_GS</td>
<td align="center">4.64</td>
<td align="center">0.25</td>
<td align="center">13.09</td>
<td align="center">16.59</td>
<td align="center">52.40</td>
<td align="center">4.84</td>
<td align="center">0.00</td>
<td align="center">8.19</td>
</tr>
<tr>
<td align="left">75:25_GS</td>
<td align="center">5.31</td>
<td align="center">0.39</td>
<td align="center">20.51</td>
<td align="center">26.00</td>
<td align="center">27.37</td>
<td align="center">7.58</td>
<td align="center">0.00</td>
<td align="center">12.83</td>
</tr>
<tr>
<td align="left">100:0_GS</td>
<td align="center">5.60</td>
<td align="center">0.55</td>
<td align="center">28.76</td>
<td align="center">36.46</td>
<td align="center">0.00</td>
<td align="center">10.63</td>
<td align="center">0.00</td>
<td align="center">18.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>DP<sub>3</sub>, DP<sub>4</sub> and DP<sub>n</sub>, represent oligosaccharides with three, four and more sugar molecules, respectively.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Compositions of syrups.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="3" align="center">Composition (%)</th>
</tr>
<tr>
<th align="left">Component</th>
<th align="center">Glucose syrup (GS)</th>
<th align="center">High fructose corn syrup (FS)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Water</td>
<td align="center">18.00</td>
<td align="center">30.00</td>
</tr>
<tr>
<td align="left">Fructose</td>
<td align="center">0.48</td>
<td align="center">28.29</td>
</tr>
<tr>
<td align="left">Glucose</td>
<td align="center">24.98</td>
<td align="center">37.43</td>
</tr>
<tr>
<td align="left">Maltose</td>
<td align="center">31.67</td>
<td align="center">2.85</td>
</tr>
<tr>
<td align="left">DP<sub>3</sub>
</td>
<td align="center">9.23</td>
<td align="center">0.89</td>
</tr>
<tr>
<td align="left">DP<sub>4</sub>
</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
</tr>
<tr>
<td align="left">DP<sub>n</sub>
</td>
<td align="center">15.63</td>
<td align="center">0.55</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;DP<sub>3</sub>, DP<sub>4</sub> and DP<sub>n</sub>, represent oligosaccharides with three, four and more sugar molecules, respectively.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Images of developed hard candies.</p>
</caption>
<graphic xlink:href="frfst-04-1263380-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Water activity, total soluble solids and glass transition temperature properties</title>
<sec id="s3-2-1">
<title>3.2.1 Water activity</title>
<p>Understanding the a<sub>w</sub> and TSS properties of hard candy formulations is essential since these properties determine the quality and shelf life of the products (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). As shown in <xref ref-type="table" rid="T5">Table 5</xref>, the highest a<sub>w</sub> belongs to 100_S (0.80) and addition of any doctoring agent significantly decreased (<italic>p</italic> <inline-formula id="inf6">
<mml:math id="m9">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05) the a<sub>w</sub> of the candy formulations. Additionally, GS&#x2013;sucrose formulations had higher a<sub>w</sub> than the FS&#x2013;sucrose ones (<italic>p</italic> <inline-formula id="inf7">
<mml:math id="m10">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). These findings are related to the sugar composition and the solubility characteristics of the individual sugar molecules. As the sucrose content was replaced by glucose-fructose coming from either FS or GS, humectant capacity of candies increased and water&#x2013;sugar interactions enhanced (<xref ref-type="bibr" rid="B16">Hartel et al., 2011</xref>). Since fructose is the most water-soluble sugar, high fructose content of FS paved the way for the lower a<sub>w</sub> of FS&#x2013;sucrose formulations (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). In a supportive way, the Pearson correlation coefficient (r) analysis showed a strong negative correlation (r <inline-formula id="inf8">
<mml:math id="m11">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> - 0.89) between the a<sub>w</sub> and TSS of FS&#x2013;sucrose formulations. GS, on the other hand, contains very low levels of fructose but includes high amounts of glucose, maltose and high MW oligosaccharides as shown in <xref ref-type="table" rid="T4">Table 4</xref>. Generally, the a<sub>w</sub> of hard candies is below 0.60 which is not suitable for microbial growth. The a<sub>w</sub> of hard candies that contain a doctoring agent in their formulations varied between 0.35 and 0.48. Thus, there is a very low microbial spoilage risk for these samples during storage. In contrast, the 100_S sample has a<sub>w</sub> of 0.80 which makes it susceptible to yeast and mold growth (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). Thus, addition of a doctoring agent reduced the microbial risk of the sucrose candies. However, low a<sub>w</sub> could be a problem if the RH of the surrounding air is higher than that of the candy (<xref ref-type="bibr" rid="B35">Nowakowski and Hartel, 2002</xref>). Therefore, FS or GS containing sucrose hard candies must be stored carefully. The high a<sub>w</sub> of 100_S is also a problem in terms of sucrose recrystallization during storage. At such a high a<sub>w</sub> level, sucrose molecules will have more mobility to interact with each other and initiate crystallization leading to a grainy texture (<xref ref-type="bibr" rid="B34">Netramai et al., 2018</xref>). GS&#x2013;sucrose hard candies have also a high moisture induced graining risk during storage. The high MW sugars and maltose in GS may form a skin at the candy surface. When this skin absorbs moisture from the environment, moisture is mostly retained at the surface and extensive sucrose crystallization may be observed (<xref ref-type="bibr" rid="B15">Hartel, 2002</xref>). On the other hand, FS candies can show more humectancy and sugars interact more intensely with the water molecules leaving less free water to initiate graining. Nevertheless, these samples may show stickiness due to their hygroscopic character (<xref ref-type="bibr" rid="B22">Labuza and Labuza, 2004</xref>).</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Glass transition temperatures, total soluble solids and water activity values of hard candies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">T<sub>g</sub> (&#xb0;C)</th>
<th align="center">TSS (&#xb0;Bx)</th>
<th align="center">a<sub>w</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">100:0_FS</td>
<td align="center">2.13</td>
<td align="center">92.04 &#xb1; 0.12<sup>d</sup>
</td>
<td align="center">0.41 &#xb1; 0.01<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">75:25_FS</td>
<td align="center">4.03</td>
<td align="center">93.46 &#xb1; 0.16<sup>c</sup>
</td>
<td align="center">0.35 &#xb1; 0.01<sup>d</sup>
</td>
</tr>
<tr>
<td align="left">50:50_FS</td>
<td align="center">15.21</td>
<td align="center">92.59 &#xb1; 0.16<sup>d</sup>
</td>
<td align="center">0.41 &#xb1; 0.02<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">25:75_FS</td>
<td align="center">25.61</td>
<td align="center">92.63 &#xb1; 0.42<sup>d</sup>
</td>
<td align="center">0.37 &#xb1; 0.01<sup>d</sup>
</td>
</tr>
<tr>
<td align="left">100_S</td>
<td align="center">53.32</td>
<td align="center">90.96 &#xb1; 0.17<sup>e</sup>
</td>
<td align="center">0.80 &#xb1; 0.02<sup>a</sup>
</td>
</tr>
<tr>
<td align="left">25:75_GS</td>
<td align="center">34.30</td>
<td align="center">94.26 &#xb1; 0.12<sup>b</sup>
</td>
<td align="center">0.42 &#xb1; 0.01<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">50:50_GS</td>
<td align="center">44.02</td>
<td align="center">94.52 &#xb1; 0.43<sup>ab</sup>
</td>
<td align="center">0.48 &#xb1; 0.01<sup>b</sup>
</td>
</tr>
<tr>
<td align="left">75:25_GS</td>
<td align="center">43.38</td>
<td align="center">90.47 &#xb1; 0.40<sup>e</sup>
</td>
<td align="center">0.42 &#xb1; 0.01<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">100:0_GS</td>
<td align="center">45.23</td>
<td align="center">95.07 &#xb1; 0.17<sup>a</sup>
</td>
<td align="center">0.43 &#xb1; 0.01<sup>c</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>Values represented with different superscript letters at each column are statistically different at&#xa0;<italic>p</italic>&#x2009;<inline-formula id="inf9">
<mml:math id="m12">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>&#x2009;0.05. Errors are represented as standard deviations.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Total soluble solids</title>
<p>Solubility characteristics of the sugars in the mixtures also affected the TSS of the hard candies (<xref ref-type="bibr" rid="B56">Zumb&#xe9; et al., 2001</xref>). According to <xref ref-type="table" rid="T5">Table 5</xref>, addition of a doctoring agent increased the TSS of the candy formulations (<italic>p</italic> <inline-formula id="inf10">
<mml:math id="m13">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). The increase in TSS was more evident with GS addition. Except for the 75:25_GS formulation, GS&#x2013;sucrose candies maintained a higher TSS profile than FS&#x2013;sucrose candies (<italic>p</italic> <inline-formula id="inf11">
<mml:math id="m14">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). The main reason was the high total glucose-fructose content of FS&#x2013;sucrose candies. Solubility of sucrose decreased when the total glucose-fructose content was increased in the system (<xref ref-type="bibr" rid="B6">Bund and Hartel, 2010</xref>). As the sucrose content was replaced by corn syrup, sugar molecules competed with each other to interact with water and the supersaturation driving force for sucrose decreased (<xref ref-type="bibr" rid="B16">Hartel et al., 2011</xref>). Clearly, glucose and fructose preferentially became soluble in FS&#x2013;sucrose formulations and sucrose solubility decreased which ended up with lower TSS for FS containing candies. Since GS containing hard candies have much lower total glucose-fructose content, sucrose readily dissolved in these formulations and contributed to the TSS. However, there was an unexpected steep decrease in TSS of 75:25_GS samples. Increasing the GS concentration up to 75% (w/w) in GS&#x2013;sucrose formulations resulted in the lowest TSS among all formulations (<italic>p</italic> <inline-formula id="inf12">
<mml:math id="m15">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). The reasons behind this behavior at this formulation could be the increase in both high MW oligosaccharide and glucose-fructose composition of GS&#x2013;sucrose candies with respect to the other candy formulations having lower GS content (<xref ref-type="bibr" rid="B46">&#x160;m&#xed;dov&#xe1; et al., 2003</xref>). Despite its lower glucose-fructose content with respect to its FS counterparts, GS candies reached the highest total glucose-fructose proportion (<inline-formula id="inf13">
<mml:math id="m16">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 21% w/w) at this specific formulation (75:25_GS). Consequently, sucrose solubility may have been restricted for the first time in GS&#x2013;sucrose formulations. In addition to the lower levels of dissolved sucrose, total concentration of the high MW oligosaccharides also reached its top level in this formulation. In the presence of higher glucose-fructose concentration that shows high solubility, long saccharide chains may have also experienced a lower solubility. Therefore, it is believed that the combined effect of decreased sucrose and high MW sugar solubilities resulted in lower TSS for 75:25_GS candies (<xref ref-type="bibr" rid="B26">Levenson and Hartel, 2005</xref>).</p>
</sec>
<sec id="s3-2-3">
<title>3.2.3 Glass transition temperature</title>
<p>Another factor that needs to be considered is the T<sub>g</sub> values of the hard candies. 100_S candies showed the highest T<sub>g</sub> as 53.32&#xb0;C whereas addition of FS or GS produced lower T<sub>g</sub> values as demonstrated in <xref ref-type="table" rid="T5">Table 5</xref>. Without any doctoring agent, sucrose molecules were able to interact with each other to form a crystal lattice (<xref ref-type="bibr" rid="B31">McFetridge et al., 2004</xref>). As a result, 100_S candies reached the glassy state during cooling at a higher temperature with respect to other samples. On the other hand, presence of doctoring agents, diminished the degree of interactions between sucrose molecules in the rubbery state in which molecular mobility is sufficient enough to form crystal structures (<xref ref-type="bibr" rid="B16">Hartel et al., 2011</xref>). Moreover, the T<sub>g</sub> values of GS&#x2013;sucrose candies were higher than that of FS&#x2013;sucrose candies mainly due to the presence of higher amounts of maltose and high MW sugars (<xref ref-type="bibr" rid="B10">Ergun et al., 2010</xref>). These sugars have high T<sub>g</sub> values individually contributing to the increased T<sub>g</sub> level of GS containing samples. Contrarily, FS candies have more fructose and glucose concentration having much lower individual T<sub>g</sub> values (5&#xb0;C and 31&#xb0;C) compared with the T<sub>g</sub> of maltose and high MW oligosaccharides (87 and 112&#xb0;C&#x2013;180&#xb0;C) (<xref ref-type="bibr" rid="B27">Liang et al., 2007</xref>) (<xref ref-type="table" rid="T3">Table 2</xref>). The plasticizing effect of water on T<sub>g</sub> was apparently observed on FS&#x2013;sucrose samples since increasing FS concentration (from 25:75_FS to 75:25_FS) increased the water content from 5.83% to 7.08% (w/w) and decreased T<sub>g</sub> from 25.61&#xb0;C to 4.03&#xb0;C. Although, GS addition to sucrose candies also decreased T<sub>g</sub>, there is not a clear trend between GS concentration and T<sub>g</sub> values. The reason could be the distortion of the ideal volume mixing behavior of the GS&#x2013;sucrose systems (<xref ref-type="bibr" rid="B39">Reinheimer et al., 2010</xref>). Generally, when a low T<sub>g</sub> component is mixed with a high T<sub>g</sub> component, the T<sub>g</sub> of the system attains a level between the individual T<sub>g</sub> values of the mixed components. However, mixing of two high T<sub>g</sub> components may not show an ideal mixing behavior (<xref ref-type="bibr" rid="B46">&#x160;m&#xed;dov&#xe1; et al., 2003</xref>). Since T<sub>g</sub> values of GS components are higher than those of FS components, improper mixing may have occurred in GS containing formulations. Moreover, addition of high MW compounds to another component induces a broader glass transition range that would lead to a high variability in calculated T<sub>g</sub> values (<xref ref-type="bibr" rid="B20">Kawai et al., 2019</xref>). This could be the case in GS&#x2013;sucrose hard candies that revealed variable T<sub>g</sub> values at different GS concentrations.</p>
<p>The T<sub>g</sub> results showed that the doctoring agents (FS and GS) clearly decreased sucrose crystallization taking place in the rubbery state during the cooling period. It should also be noted that, T<sub>g</sub> values of the FS&#x2013;sucrose candies remained below the room temperature except for the 25:75_FS sample (<xref ref-type="table" rid="T5">Table 5</xref>). This is quite risky since such T<sub>g</sub> values may lead to temperature induced internal graining during storage (<xref ref-type="bibr" rid="B27">Liang et al., 2007</xref>). GS samples, on the other hand, possess higher levels of T<sub>g</sub> reducing the risk of temperature induced sucrose crystallization (<xref ref-type="bibr" rid="B26">Levenson and Hartel, 2005</xref>). However, GS - sucrose candies are more prone to moisture induced surface graining than FS - sucrose candies as previously discussed when explaining a<sub>w</sub> results. Although GS candies would absorb less moisture with respect to FS candies at high RH storage conditions due to their higher a<sub>w</sub>, the free water population would be higher in GS candies in the absence of a sufficient humectant content (<xref ref-type="bibr" rid="B16">Hartel et al., 2011</xref>). FS candies would suffer less from the moisture induced sucrose crystallization but they may become stickier than GS samples due their increased level of moisture absorption.</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Longitudinal relaxation time and second moment results</title>
<sec id="s3-3-1">
<title>3.3.1 Longitudinal relaxation time</title>
<p>T<sub>1</sub> analysis of hard candies showed a monoexponential relaxation behavior except for 100_S candies showing biexponential relaxation (<xref ref-type="table" rid="T6">Table 6</xref>). The monophasic relaxation of FS or GS added candies indicated that components coming from doctoring agents had enhanced affinity with water and provided a more homogeneous sample (<xref ref-type="bibr" rid="B37">Okada et al., 2019</xref>). Additionally, doctoring agents are also able to place themselves between the sucrose molecules and this may have also contributed to the homogeneity of the continuous phase in the hard candies. The presence of solely sucrose probably induced more interactions between the individual sucrose molecules creating distinct proton populations within the samples (<xref ref-type="bibr" rid="B28">Mariette, 2009</xref>). The relaxation peaks of 100_S candies exerted a very long T<sub>1</sub> (1,627&#xa0;ms) and a much shorter (<inline-formula id="inf14">
<mml:math id="m17">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 78&#xa0;ms) components supporting the previous claim. Probably, intense interactions between the sucrose molecules created a non-homogeneous water and sucrose distribution within the samples and locally gathered ordered crystalline sucrose fractions contributed to the long T<sub>1</sub> component (<xref ref-type="bibr" rid="B3">Aso et al., 2007</xref>). Besides, T<sub>1</sub> values of hard candies containing doctoring agents showed some differences since spin-lattice relaxation behavior is sensitive to the alterations in the quantity and order of crystalline state (<xref ref-type="bibr" rid="B2">Adam-Berret et al., 2008</xref>). Generally, longer T<sub>1</sub> values are observed with compact and highly ordered crystalline state arrangements at high solid concentrations (<xref ref-type="bibr" rid="B1">Adam-Berret et al., 2009</xref>). 100_S samples having the highest T<sub>g</sub> also attained the longest T<sub>1</sub> which was compatible with the previous claim that related the long T<sub>1</sub> with the higher order of the crystalline state. The addition of doctoring agents extremely lowered the T<sub>1</sub> values in consistence with their sucrose crystallization retarding effect.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Longitudinal relaxation time and second moment results.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Sample</th>
<th colspan="4" align="center">T<sub>1</sub> (ms)</th>
<th rowspan="2" align="center">M<sub>2</sub>
</th>
</tr>
<tr>
<th align="center">Peak 1 (ms)</th>
<th align="center">Peak 2 (ms)</th>
<th align="center">Area 1 (%)</th>
<th align="center">Area 2 (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">100:0_FS</td>
<td align="center">101.75 &#xb1; 6.43<sup>f</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">6.85 &#xb1; 0.08<sup>e</sup>
</td>
</tr>
<tr>
<td align="left">75:25_FS</td>
<td align="center">138.95 &#xb1; 0.64<sup>c</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">8.71 &#xb1; 0.06<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">50:50_FS</td>
<td align="center">111.67 &#xb1; 0.32<sup>e</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">8.07 &#xb1; 0.04<sup>d</sup>
</td>
</tr>
<tr>
<td align="left">25:75_FS</td>
<td align="center">121.80 &#xb1; 1.99<sup>d</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">8.91 &#xb1; 0.13<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">100_S</td>
<td align="center">1,627.00 &#xb1; 22.61<sup>a</sup>
</td>
<td align="center">77.62 &#xb1; 5.90</td>
<td align="center">62.00</td>
<td align="center">38.00</td>
<td align="center">10.96 &#xb1; 0.19<sup>a</sup>
</td>
</tr>
<tr>
<td align="left">25:75_GS</td>
<td align="center">115.50 &#xb1; 0.53<sup>e</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">8.76 &#xb1; 0.12<sup>c</sup>
</td>
</tr>
<tr>
<td align="left">50:50_GS</td>
<td align="center">149.20 &#xb1; 0.14<sup>b</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">9.38 &#xb1; 0.09<sup>b</sup>
</td>
</tr>
<tr>
<td align="left">75:25_GS</td>
<td align="center">68.70 &#xb1; 1.21<sup>g</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">5.26 &#xb1; 0.17<sup>f</sup>
</td>
</tr>
<tr>
<td align="left">100:0_GS</td>
<td align="center">123.05 &#xb1; 0.78<sup>d</sup>
</td>
<td align="center">-</td>
<td align="center">100.00</td>
<td align="center">-</td>
<td align="center">9.01 &#xb1; 0.07<sup>c</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>Values represented with different superscript letters at each column are statistically different at&#xa0;<italic>p</italic>&#x2009;<inline-formula id="inf15">
<mml:math id="m18">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>&#x2009;0.05. Errors are represented as standard deviations.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3-2">
<title>3.3.2 Second moment</title>
<p>In addition to T<sub>1</sub>, M<sub>2</sub> is also a valuable parameter to understand crystalline state molecular dynamics with more precision as proton mobility within a crystal lattice determines the M<sub>2</sub> of a system. A higher M<sub>2</sub> value is associated with a lower proton mobility in a solid state (<xref ref-type="bibr" rid="B53">Van Duynhoven et al., 2002</xref>). The reason behind this behavior is the enhanced dipolar interactions between the protons in lower molecular mobility conditions (<xref ref-type="bibr" rid="B54">Wang et al., 2002</xref>). Therefore, higher M<sub>2</sub> values are expected at higher degrees of crystallinity (<xref ref-type="bibr" rid="B13">Grunin et al., 2019</xref>). The data in <xref ref-type="table" rid="T6">Table 6</xref> indicates this trend as the 100_S candies had the highest M<sub>2</sub> (10.96) indicating that 100_S samples possessed the highest crystallinity level (<italic>p</italic> <inline-formula id="inf16">
<mml:math id="m19">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). Similar to the T<sub>1</sub> results, incorporation of doctoring agents also reduced the M<sub>2</sub>, thus the degree of crystallinity of the sucrose hard candies (<italic>p</italic> <inline-formula id="inf17">
<mml:math id="m20">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). Addition of 25% (w/w) doctoring agent (GS or FS) decreased the degree of crystallinity and attained similar M<sub>2</sub> levels for both samples (25:75_FS and 25:75_GS). However, when the added syrup content increased to 50% (w/w), GS&#x2013;sucrose candies demonstrated a higher crystallinity (M<sub>2</sub>) than FS&#x2013;sucrose candies (<italic>p</italic> <inline-formula id="inf18">
<mml:math id="m21">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). This means 50:50_GS candies experienced more sucrose crystallization than 50:50_FS candies. However, 50:50_GS candies have a higher T<sub>g</sub> than the T<sub>g</sub> of 50:50_FS candies (<italic>p</italic> <inline-formula id="inf19">
<mml:math id="m22">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.05). Normally, a higher T<sub>g</sub> corresponds to an earlier entrance to the glassy state in which molecular mobility is severely restricted so that almost no sucrose crystallization can take place. A high T<sub>g</sub> value is also an indicator of shorter time spent in the rubbery phase where sucrose crystallization is possible during cooling (<xref ref-type="bibr" rid="B43">Roos, 2002</xref>). Nevertheless, 50:50_FS candies with much lower T<sub>g</sub> showed less crystallinity. Here, the high total glucose-fructose content (<inline-formula id="inf20">
<mml:math id="m23">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 35% w/w) of FS predominated the system and retarded the interactions between the sucrose molecules even at the rubbery state during candy production. Glucose and fructose molecules are able to interact intensively with sucrose molecules via interactions such as hydrogen bonding (<xref ref-type="bibr" rid="B47">Spanemberg et al., 2022</xref>). Therefore, sucrose nucleation rate was diminished, and crystal lattice formation was restricted in 50:50_FS samples. On the other hand, the low total glucose-fructose concentration (<inline-formula id="inf21">
<mml:math id="m24">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 13.5% w/w) of 50:50_GS samples could not retard the sucrose crystallization taking place in the rubbery state before entering the glassy state, as efficiently as the F50:50_FS samples. In this way, even the time spent in the rubbery state was short, the amount of sucrose crystals formed in this state was high. When the added syrup concentration increased to 75% (w/w), this trend has changed. 75:25_GS candies showed a very low degree of crystallinity whereas 75:25_FS candies attained higher crystallinity levels (<xref ref-type="table" rid="T6">Table 6</xref>). Although the total glucose-fructose content of GS&#x2013;sucrose candies was still much lower than the FS&#x2013;sucrose candies at this concentration, the increased level of high MW sugars clearly predominated the GS candy system. One of the effects of high concentrations of high MW oligosaccharides is the increased system viscosity (<xref ref-type="bibr" rid="B38">Raudonus et al., 2000</xref>). The increased viscosity may have compensated the effect of low glucose-fructose content by decreasing the sucrose mobility effectively in the rubbery state (<xref ref-type="bibr" rid="B15">Hartel, 2002</xref>). Thus, formation of a crystal lattice by sucrose molecules may have been retarded. Based on these results, it is possible to claim that the type and concentration of syrups added to sucrose candies have distinct effects on the sucrose crystallization properties of hard candy formulations.</p>
<p>In fact, M<sub>2</sub> analysis provided a very important information on the crystallization pattern in hard candies. T<sub>g</sub> of the 100_S and 75:25_GS candies are high and close to each other as 53.32&#xb0;C and 45.23&#xb0;C, respectively. Therefore, one can assume that both candy formulations may have similar crystallinity properties since both samples reached the metastable glassy state at similar temperature regions during production. However, the crystallization processes taking place in these samples were completely opposite to each other. While 100_S candies experienced the highest sucrose crystallization level, 75:25_GS candies showed much less crystal lattice formation. Consequently, M<sub>2</sub> analysis provided a detailed understanding of the glass transition and crystallization properties of hard candies. Finally, correlations between the NMR and other measured parameters could be mentioned. Strong positive correlations between T<sub>1</sub> - T<sub>g</sub> (<italic>r</italic> <inline-formula id="inf22">
<mml:math id="m25">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.89), M<sub>2</sub> - T<sub>g</sub> (<italic>r</italic> <inline-formula id="inf23">
<mml:math id="m26">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.90) and T<sub>1</sub> - a<sub>w</sub> (<italic>r</italic> <inline-formula id="inf24">
<mml:math id="m27">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.99) have been detected for the FS candies. The only correlation that has been observed for GS candies belonged to the T<sub>1</sub> - a<sub>w</sub> with an <italic>r</italic> of 0.99.</p>
</sec>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>This study showed that addition of doctoring agent to sucrose candies reduced the T<sub>g</sub> and the level of sucrose crystallization in the hard candies. The type and concentration of the doctoring agent (GS or FS) incorporated into the hard candies affected the sucrose crystallization properties of the hard candies, differently. Moreover, both of the TD NMR parameters, T<sub>1</sub> and M<sub>2</sub> have been successfully used to interpret the glass transition and degree of sucrose crystallization characteristics of the hard candy formulations. Herewith, the direct integration of the fast Fourier-transform of MSE to calculate M<sub>2</sub> could be presented as a precise method to detect the quantity and nature of sucrose crystallization in hard candies.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>BO: Conceptualization, Project administration, Resources, Writing&#x2013;original draft, Writing&#x2013;review and editing. BB: Data curation, Formal Analysis, Investigation, Methodology, Writing&#x2013;original draft. SU: Data curation, Project administration, Writing&#x2013;original draft. LG: Conceptualization, Formal Analysis, Investigation, Methodology, Software, Supervision, Writing&#x2013;review and editing. MO: Conceptualization, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study has received funding from the European Union&#x2019;s Horizon 2020 Research and Innovation programme- MSCA RISE under grant agreement &#x23; 101008228. Higher Education Council of Turkiye is also acknowledged since SU is funded through YOK 100/2000 program for her PhD Studies.</p>
</sec>
<ack>
<p>SU performed the NMR experiments during her secondment at Resonance Systems GmbH under the guidance of LG. Sunar M&#x131;s&#x131;r (Adana, Turkiye) is acknowledged for providing the corn syrups.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Authors SU and LG were employed by Resonance Systems GmbH.</p>
<p>The remaining 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>
</sec>
<sec sec-type="disclaimer" id="s9">
<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>
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