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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2023.1191391</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Dry heating affects the multi-structures, physicochemical properties, and <italic>in vitro</italic> digestibility of blue highland barley starch</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Shuang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2255331/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Liu</surname> <given-names>Hang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2251247/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gao</surname> <given-names>Shanshan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2274073/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Guo</surname> <given-names>Shang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Cheng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Shanxi Institute for Functional Food, Shanxi Agricultural University</institution>, <addr-line>Taiyuan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Food Science and Engineering, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Yizhe Yan, Zhengzhou University of Light Industry, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Zhongkai Zhou, Tianjin University of Science and Technology, China; Yapeng Fang, Shanghai Jiao Tong University, China; Zhenyuan Zhu, Tianjin University of Science and Technology, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Hang Liu <email>hangliu914&#x00040;sxau.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1191391</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Liu, Liu, Gao, Guo and Zhang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Liu, Liu, Gao, Guo and Zhang</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>As a physical method for starch modification, dry heating treatment (DHT) at high temperatures (150 and 180&#x000B0;C, respectively) was applied to blue highland barley (BH) starch with different durations (2 and 4 h). The effects on its multi-structures, physicochemical properties, and <italic>in vitro</italic> digestibility were investigated. The results showed that DHT had changed the morphology of BH starch, and the diffraction pattern remained an &#x0201C;A&#x0201D;-type crystalline structure. However, with an extension of DHT temperature and time, the amylose content, gelatinization temperature, enthalpy value, swelling power, and pasting viscosity of modified starches decreased, while the light transmittance, solubility, and water and oil absorption capacities increased. Additionally, compared with native starch, the content of rapidly digestible starch in modified samples increased after DHT, whereas those of slowly digestible starch and RS decreased. Based on these results, the conclusion could be drawn that DHT is an effective and green way to transform multi-structures, physicochemical properties, and <italic>in vitro</italic> digestibility of BH starch. This fundamental information might be meaningful to enrich the theoretical basis of physical modification on BH starch and extend the applications of BH in the food industry.</p></abstract>
<kwd-group>
<kwd>blue highland barley</kwd>
<kwd>starch modification</kwd>
<kwd>dry heat treatment</kwd>
<kwd>multi-structures</kwd>
<kwd>physicochemical properties</kwd>
<kwd><italic>in vitro</italic> digestibility</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="4"/>
<equation-count count="2"/>
<ref-count count="53"/>
<page-count count="12"/>
<word-count count="8044"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Chemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1. Introduction</title>
<p>Highland barley is a cultivar of hull-less barley (<italic>Hordeum vulgare</italic> L. var. <italic>nudum</italic> Hook. f) and is known as &#x0201C;Qingke&#x0201D; in Mandarin. In China, highland barley is mainly distributed on the Qinghai&#x02013;Tibet Plateau (at a high altitude of an average of 4,000 m above sea level). It has been the essential staple food crop and economic crop relied on by Tibetans since the fifth century AD (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Because of the unique geographical conditions (seasonal drought, cold, hypoxia, and intense UV radiation), highland barley accumulates and possesses various nutrients and secondary metabolites, including &#x003B2;-glucan, protein, vitamins, proanthocyanidins, flavonols, and phenolic compounds (<xref ref-type="bibr" rid="B3">3</xref>), which are endowed with antioxidant, anti-tumorigenic, and antibacterial capacities for human health. Numerous research studies have elucidated that these phytochemicals equip multiple health benefits, which are associated with the potential to reduce the risk of certain diseases including diabetes (<xref ref-type="bibr" rid="B4">4</xref>), colonic cancer (<xref ref-type="bibr" rid="B5">5</xref>), hyperlipidemia (<xref ref-type="bibr" rid="B2">2</xref>), cardiovascular disease (<xref ref-type="bibr" rid="B6">6</xref>), and obesity (<xref ref-type="bibr" rid="B7">7</xref>). Therefore, over the past decade has gained increasing research interest. Among different varieties, colored highland barley, such as blue, black, and purple ones, is a precious germplasm resource. Particularly, the blue highland barley (BH), as the most widely cultivated and consumed in the Qinghai&#x02013;Tibet Plateau region, contains 336.29&#x02013;453.94 mg of gallic acid equivalents per 100 g of dry weight (DW) total phenolic acid with strong antioxidant activity (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Starch, the dominant component of highland barley grains, constitutes &#x0007E; 59&#x02013;75% of kernel dry weight. The amylose content varies from 0 to 40% in different cultivars (<xref ref-type="bibr" rid="B8">8</xref>). Native highland barley starch shows typical bimodal granules with large amylose molecules and long amylopectin chains (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). In comparison with other grain starches, highland barley starch has a higher pasting temperature and gelatinization index (<xref ref-type="bibr" rid="B8">8</xref>). The predicted glycemic index (pGI) of highland barley starch was &#x0007E; 39.4&#x02013;47.5, belonging to a low-GI level and suitable for diabetics (<xref ref-type="bibr" rid="B11">11</xref>), which has gained extensive attention for its health-improving values. However, structural and physicochemical properties of starch significantly affect the eating quality and functional performance of highland barley, for instance, retrogradation, shear sensitivity, and thermal resistance; therefore, it is in urgent need to be modified for extending food and industrial applications. Studies into highland barley starch modification are relatively scarce. The advances in physical methods applied to the modification of highland barley starch have been reported on ANN (<xref ref-type="bibr" rid="B12">12</xref>), HMT (<xref ref-type="bibr" rid="B13">13</xref>), microwave irradiation (<xref ref-type="bibr" rid="B14">14</xref>), and roasting (<xref ref-type="bibr" rid="B15">15</xref>). The HMT could disintegrate the molecular chain, increase amylose content, and even promote the V-type structure formation of highland barley starch (<xref ref-type="bibr" rid="B13">13</xref>). The swelling power and gelatinization properties of highland barley starch were increased under microwave mainly by disrupting amylopectin clusters in the crystalline regions (<xref ref-type="bibr" rid="B14">14</xref>). Roasting decreased the swelling power, pasting viscosity, solubility, and gelatinization enthalpy of starches from highland barley while increasing the gelatinization temperature (<xref ref-type="bibr" rid="B15">15</xref>). However, more information about physical modification, in particular with BH starch, is imperative to be further explored.</p>
<p>Dry heating is a &#x0201C;green&#x0201D; and &#x0201C;eco-friendly&#x0201D; technology and has received long-standing attention due to its safety, simplicity, and low costs when compared with chemical technologies (<xref ref-type="bibr" rid="B16">16</xref>). Recently, dry heating treatment (DHT) has been broadly applied to starch modification for altering various properties without destroying the granular structure of different starches (<xref ref-type="bibr" rid="B17">17</xref>&#x02013;<xref ref-type="bibr" rid="B19">19</xref>). This further improves the functional characteristics of starches as texturizing, filling, coating, and whitening agents for special applications. Considering that the effects of DHT on BH starch are rarely reported, in the present study, DHT was carried out on the BH starch to systematically unveil the effects on its structures and unique properties and then their relationship to the functionalities of starch. The results obtained from this study will enrich the theoretical basis of dry heating modification on blue highland barley starch, essentially filling up the blanks in our knowledge of BH starch modification, and promoting its utilization in the food industry.</p></sec>
<sec id="s2">
<title>2. Materials and methods</title>
<sec>
<title>2.1. Materials</title>
<p>The BH grains (Ganqing 4&#x00023;) with 14.6% moisture content were purchased from Qinghai Xinning Biotechnology Co., LTD. Standard amylopectin (10120; from maize), amylose (A0521; purity &#x02265; 70%, from potato), and porcine pancreatic &#x003B1;-amylase (A3176; 16 U/mg) were purchased from Sigma&#x02013;Aldrich Chemical Co. (St. Louis, MO, USA). The amyloglucosidase from <italic>Aspergillus niger</italic> (100,000 U/g) was purchased from Nanjing Duly Biotech Co., Ltd (Nanjing, China). All the other chemicals were of analytical grades.</p>
</sec>
<sec>
<title>2.2. Starch isolation</title>
<p>The extraction of BH starch was performed according to the previously described literature by Zhao et al. (<xref ref-type="bibr" rid="B15">15</xref>). The obtained native BH starch (NBHS) was dried at 40&#x000B0;C in a constant temperature convection oven (DHG-9203A, Shanghai Jing Hong Laboratory Instrument Co., Ltd, Shanghai, China) until the moisture content reached &#x0003C; 10%. Then, it was ground into powder and screened through a 100 mesh sieve for further analysis.</p>
</sec>
<sec>
<title>2.3. DHT</title>
<p>The NBHS sample [40 g, dry basis (db)] was weighted into a heat-proof dish and distributed evenly in a thin layer (&#x0007E;1 mm). The dish was covered with aluminum foil to ensure no loss of material. Then, the sample dishes were heated in the oven at 150 and 180&#x000B0;C for 2 or 4 h, respectively (<xref ref-type="bibr" rid="B20">20</xref>). The corresponding DHT starches were named BH150-2, BH150-4, BH180-2, and BH180-4.</p>
</sec>
<sec>
<title>2.4. Scanning electron microscopy</title>
<p>A scanning electron microscope (SEM; S3400II, Hitachi Ltd., Tokyo, Japan) was used to observe the morphology of different samples. Different samples were adhered to a double-sided adhesive tape on a metal stub. The samples were coated with 20 nm of gold under vacuum and observed at an acceleration potential of 20 kV.</p>
</sec>
<sec>
<title>2.5. Confocal laser scanning microscopy</title>
<p>The native and modified samples were obtained by a CLSM according to the method reported by Gou et al. (<xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec>
<title>2.6. X-ray diffraction analysis</title>
<p>The XRD pattern of different samples was determined by an X-ray diffractometer (D/MAX 2,500 V, Rigaku Corporation, Japan). The scanning angle (2&#x003B8;) was from 5&#x000B0; to 60&#x000B0; at a scanning rate of 4&#x000B0;/min under 40 kV at 30 mA current. The relative crystallinity (RC, %) was calculated with Jade 6.0 software (OriginLab Corporation, USA).</p>
</sec>
<sec>
<title>2.7. Fourier transform-infrared spectroscopy analysis</title>
<p>The FT-IR spectra of samples were determined by a Vertex 70 (Bruker, Germany) in a range of wavenumber from 400 to 4,000 cm<sup>&#x02212;1</sup>.</p>
</sec>
<sec>
<title>2.8. Color analysis</title>
<p>Color measurement of samples was carried out with a Hunter Colorimeter (CS-820, Hangzhou CHNSpec Technology Co., Ltd, Hangzhou, China). It was equipped with an optical sensor based on <italic>L</italic><sup>&#x0002A;</sup>, <italic>a</italic><sup>&#x0002A;</sup>, and <italic>b</italic><sup>&#x0002A;</sup> color systems.</p>
</sec>
<sec>
<title>2.9. Amylose content and alkaline water retention</title>
<p>Amylose content (AMC) was determined by the iodine-binding procedure of Juliano et al. (<xref ref-type="bibr" rid="B22">22</xref>). The alkaline water retention (AWR) of samples was calculated with the method of Adebowale et al. (<xref ref-type="bibr" rid="B23">23</xref>).</p>
</sec>
<sec>
<title>2.10. Oil and water absorption capacities</title>
<p>The oil and water absorption capacities of samples were determined according to the method reported by Liu et al. (<xref ref-type="bibr" rid="B24">24</xref>). The sample (4 g, db), combined with 20 ml of water (or peanut oil), was transferred into a 50 ml centrifuge tube. The tubes were stirred every 5 min during a 30-min incubation at 30&#x000B0;C and centrifuged at 7,300 <italic>g</italic> for 15 min. The volume of decanted supernatant fluid was measured, and milliliters of water (or oil) retained per gram of different samples were calculated.</p>
</sec>
<sec>
<title>2.11. Solubility and swelling power</title>
<p>The solubility and SP of samples were determined following the method of Liu et al. (<xref ref-type="bibr" rid="B25">25</xref>). The sample (50 mg, db) was put into a dry centrifuge tube, weighed (W<sub>1</sub>), and mixed with 5 ml of distilled water. The tubes were incubated in a shaking water bath at 50, 60, 70, 80, and 90&#x000B0;C for 30 min, respectively, then cooled to room temperature and centrifuged at 657 <italic>g</italic> for 15 min. The supernatant was carefully decanted, and the resulting precipitate was weighed (W<sub>2</sub>). Solubility and SP per 100 g of sample on db were calculated using the following equations:</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mtext class="textrm" mathvariant="normal">Solubility</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mtext class="textrm" mathvariant="normal">the weight of dried supernatant</mml:mtext></mml:mrow><mml:mrow><mml:mtext class="textrm" mathvariant="normal">weight of sample</mml:mtext></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="E2"><label>(2)</label><mml:math id="M2"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mtext class="textrm" mathvariant="normal">SP</mml:mtext><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mtext class="textrm" mathvariant="normal">W</mml:mtext></mml:mrow><mml:mrow><mml:mtext class="textrm" mathvariant="normal">2</mml:mtext></mml:mrow></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mtext class="textrm" mathvariant="normal">W</mml:mtext></mml:mrow><mml:mrow><mml:mtext class="textrm" mathvariant="normal">1</mml:mtext></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mtext class="textrm" mathvariant="normal">weight of sample</mml:mtext></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
</sec>
<sec>
<title>2.12. Paste clarity</title>
<p>Paste clarity (light transmittance, LT) of samples was measured with the method reported by Zou et al. (<xref ref-type="bibr" rid="B26">26</xref>). The transmittance was determined against water blank at 650 nm by a spectrophotometer (UV-3100PC, Shanghai Mapada Instruments Co., Ltd. Shanghai, China,) at 0, 24, 48, and 72 h, respectively.</p>
</sec>
<sec>
<title>2.13. Differential scanning calorimetry</title>
<p>The gelatinization characteristics were assessed with a differential scanning calorimeter (Q2000, TA Instruments, New Castle, DE, United States). The sample (3 mg, db), mixed with 9 ml distilled water, was sealed and equilibrated at room temperature overnight. The sample pans were heated from 30 to 120&#x000B0;C at 10&#x000B0;C/min, and an empty pan was taken as control. Onset temperature (<italic>T</italic><sub>o</sub>), peak temperature (<italic>T</italic><sub>p</sub>), conclusion temperature (<italic>T</italic><sub>c</sub>), and gelatinization enthalpy (&#x00394;<italic>H</italic>) were determined.</p>
</sec>
<sec>
<title>2.14. Pasting properties</title>
<p>The starch sample (3 g, db) and distilled water (25 g) were dispersed evenly in an aluminum canister. A Rapid Visco Analyzer (RVA-4, Newport Scientific Co., Ltd., Warriewood, NSW, Australia) was used for the evaluation of pasting properties. The testing cycle was set at 50&#x000B0;C for 1 min, ramped to 95&#x000B0;C in 3.7 min, held at 95&#x000B0;C for 2.5 min, cooled to 50&#x000B0;C in 3.8 min, and finally held at 50&#x000B0;C for 2 min. Setback viscosity (SB), breakdown viscosity (BD), peak viscosity (FV), pasting temperature (PT), and final viscosity (FV) were measured.</p>
</sec>
<sec>
<title>2.15. <italic>In vitro</italic> digestibility</title>
<p><italic>In vitro</italic> digestibility of different samples was performed according to previous research by Gao et al. (<xref ref-type="bibr" rid="B27">27</xref>). The content of rapid digestible starch (RDS), slow digestible starch (SDS), and resistant starch (RS) was calculated based on the hydrolysis curve.</p>
</sec>
<sec>
<title>2.16. Statistical analysis</title>
<p>Triplicate measurements were performed to obtain mean values and standard deviations. All data were statistically analyzed by one-way analysis of variance (ANOVA) by Duncan&#x00027;s multiple range test using SPSS version 19.0 software (SSPS Inc. Chicago, IL, USA). The least significant difference (LSD) test was performed to determine differences among the treatments. The principal component analysis (PCA) was conducted with Minitab version 17 (Minitab Inc., USA). Statistical significance was set at a level of <italic>p</italic> &#x0003C; 0.05.</p></sec></sec>
<sec id="s3">
<title>3. Results and discussion</title>
<sec>
<title>3.1. Morphological properties</title>
<p>The SEM images of different starches are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The NBHS granules have irregular oval and polygonal shapes (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The surface of the granules was smooth without cavities or fissures. After DHT, a few potholes were found on the surface of BH150-2 (<xref ref-type="fig" rid="F1">Figure 1B</xref>), while more cavities appeared on the surface of BH150-4 granules (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Compared with the preceding samples, the surface of BH180-2 granules was obviously eroded. The larger and deeper pits and holes were observed in the hilum (<xref ref-type="fig" rid="F1">Figure 1D</xref>). In addition, some cracks and fissures developed on the surface of BH180-4 (<xref ref-type="fig" rid="F1">Figure 1E</xref>). These morphological changes in BH starch were positively related to the temperature and duration of DHT. However, the treatment conditions used in this study were still insufficient to affect the integrity of NBHS. Water chestnut starch also showed a cracked surface following DHT (<xref ref-type="bibr" rid="B28">28</xref>), and similar observations on dioscorea and cassava starches modified by DHT were reported as well (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B29">29</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>SEM (1,500 &#x000D7; ) and CLSM photographs of native and modified samples. <bold>(A, F)</bold> NBHS; <bold>(B, G)</bold> BH150-2; <bold>(C, H)</bold> BH150-4; <bold>(D, I)</bold> BH180-2; <bold>(E, J)</bold> BH180-4.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0001.tif"/>
</fig>
<p>A ring structure of amylose and amylopectin in starch granules grows outward from the hilum. The hilum contained substantial quantities of moisture, resulting in softening to be easily eroded by heating. It explained that the hilum of NBHS was more vulnerable to being sunken and damaged during DHT. The leaching of amylose and the reorganization of amylose&#x02013;amylopectin possibly contributed to these morphological changes (<xref ref-type="bibr" rid="B26">26</xref>). Meanwhile, the high temperature would accelerate the movement of starch molecules during DHT and further lead to potholes or collapse as well (<xref ref-type="bibr" rid="B21">21</xref>). The generation of these potholes was also probably attributed to the transfer or rearrangement of central molecules in starch granules. These morphological alterations might facilitate the hydrolysis rate of starch by acid or enzymes.</p>
<p>The CLSM images of native and dry-heated samples are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The CLSM technique can characterize channels, growth rings, and pores of starch granules and also reveal the distribution of amylopectin and amylose. The hilum, as the central part of native starch, shows a uniform distribution of fluorescence areas with a clear growth ring (<xref ref-type="fig" rid="F1">Figure 1F</xref>). Following DHT, the edges of starch granules and growth rings gradually blurred with ascending temperature and duration, and the bright area of fluorescence turned weaker (<xref ref-type="fig" rid="F1">Figures 1G</xref>&#x02013;<xref ref-type="fig" rid="F1">J</xref>). The breakage and reassociation of amylose&#x02013;amylopectin and amylose&#x02013;amylose chains during DHT mainly contributed to the blurred granule edges (<xref ref-type="bibr" rid="B21">21</xref>). The weaker growth rings in modified samples might be attributed to the partial reorganizing of the amorphous region and the melting of crystals (<xref ref-type="bibr" rid="B17">17</xref>). Similar results had also been found on wheat, red adzuki bean, and mung bean starches in a range of studies (<xref ref-type="bibr" rid="B30">30</xref>&#x02013;<xref ref-type="bibr" rid="B32">32</xref>).</p>
</sec>
<sec>
<title>3.2. XRD pattern and RC</title>
<p>The XRD pattern and RC of native and dry-heated starches are presented in <xref ref-type="fig" rid="F2">Figure 2</xref>. The NHBS has a typical &#x0201C;A&#x0201D;-type crystalline pattern. The diffraction peaks were at 2&#x003B8; angles of 15.20&#x000B0;, 17.36&#x000B0;, 18.00&#x000B0;, and 23.06&#x000B0;. Following DHT, similar diffraction angles of modified starches were found with the lower diffraction intensity, and this decrease in intensity was positively related to DHT temperature and time conditions. The DHT rarely influenced the original &#x0201C;A&#x0201D;-type crystalline pattern of NBHS, which demonstrated that changes in NBHS by DHT might primarily occur in the amorphous region (<xref ref-type="bibr" rid="B21">21</xref>). Our findings are consistent with previous studies where DHT was applied to rice starch under different treatment conditions (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>The XRD pattern and relative crystallinity (in parenthesis) of different samples.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0002.tif"/>
</fig>
<p>Compared with the RC of NBHS (29.8%), the RC of modified starches was significantly decreased, ranging from 28.2 to 21.9% with the order of BH150-2 &#x0003E; BH150-4 &#x0003E; BH180-2 &#x0003E; BH180-4. The reduction in RC of modified starches was dependent on the temperature and duration of DHT, which might be attributed to the movement of double helical, partial gelatinization of starch granules, and even degradation of the crystalline region during DHT (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B33">33</xref>). In addition, crystal size, amount of crystallinity in starch, and interaction between double helices during DHT may also engender the reduction in RC.</p>
</sec>
<sec>
<title>3.3. FT-IR spectroscopy analysis</title>
<p>The FT-IR spectroscopy represents the short-range ordered structure of starch (<xref ref-type="bibr" rid="B26">26</xref>). The FT-IR spectra of native and modified starches recorded from 400 to 4,000 cm<sup>&#x02212;1</sup> are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>, and the absorbance ratios of 1,047/1,022 cm<sup>&#x02212;1</sup> are shown in <xref ref-type="table" rid="T1">Table 1</xref>. Compared with NBHS, the modified starches had similar absorption peaks. It suggested neither new chemical groups had been formed nor the existing chemical groups had been destroyed during DHT in current cases.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>FT-IR spectra of native and modified starch samples.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0003.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Color parameters and FT-IR 1,047/1,022 ratio of different samples.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:#8f9496">
<th valign="top" align="left"><bold>Samples</bold></th>
<th valign="top" align="center"><bold><italic>L</italic><sup>&#x0002A;</sup></bold></th>
<th valign="top" align="center"><bold><italic>a</italic><sup>&#x0002A;</sup></bold></th>
<th valign="top" align="center"><bold><italic>b</italic><sup>&#x0002A;</sup></bold></th>
<th valign="top" align="center"><bold>R<sub>1, 047/1, 022</sub></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">NBHS</td>
<td valign="top" align="center">95.8 &#x000B1; 0.62a</td>
<td valign="top" align="center">0.14 &#x000B1; 0.03d</td>
<td valign="top" align="center">1.4 &#x000B1; 0.05e</td>
<td valign="top" align="center">1.09 &#x000B1; 0.02a</td>
</tr> <tr>
<td valign="top" align="left">BH150-2</td>
<td valign="top" align="center">94.4 &#x000B1; 0.23b</td>
<td valign="top" align="center">0.20 &#x000B1; 0.02c</td>
<td valign="top" align="center">3.9 &#x000B1; 0.03d</td>
<td valign="top" align="center">1.07 &#x000B1; 0.16b</td>
</tr> <tr>
<td valign="top" align="left">BH150-4</td>
<td valign="top" align="center">93.7 &#x000B1; 0.11c</td>
<td valign="top" align="center">0.33 &#x000B1; 0.01b</td>
<td valign="top" align="center">6.1 &#x000B1; 0.04c</td>
<td valign="top" align="center">1.06 &#x000B1; 0.05c</td>
</tr> <tr>
<td valign="top" align="left">BH180-2</td>
<td valign="top" align="center">91.6 &#x000B1; 0.23d</td>
<td valign="top" align="center">0.36 &#x000B1; 0.02b</td>
<td valign="top" align="center">10.3 &#x000B1; 0.11b</td>
<td valign="top" align="center">1.04 &#x000B1; 0.23d</td>
</tr>
<tr>
<td valign="top" align="left">BH180-4</td>
<td valign="top" align="center">89.3 &#x000B1; 0.32e</td>
<td valign="top" align="center">1.05 &#x000B1; 0.03a</td>
<td valign="top" align="center">13.6 &#x000B1; 0.16a</td>
<td valign="top" align="center">1.03 &#x000B1; 0.06e</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Means of triplicate determination &#x000B1; S.D with the different letter in a column within each property are significantly different (p &#x0003C; 0.05).</p>
<p>R<sub>1, 047/1, 022</sub>, the ratio of FT-IR value at wave 1,047 and 1,022.</p>
</table-wrap-foot>
</table-wrap>
<p>Bands at 1,047 and 1,022 cm<sup>&#x02212;1</sup>, respectively, represent the content of crystalline starch and amorphous starch. The absorbance ratio of 1,047/1,022 suggests the amount of ordered crystalline to amorphous domains in starch (<xref ref-type="bibr" rid="B21">21</xref>), associated with the crystal and amorphous lamellae density of the starch granule, arranged at a short length scale. The significant decrease in R<sub>1, 047/1, 022</sub> for all DHT-modified starches compared to that of NBHS might be ascribed to the breakdown of the original hydrogen bonds, subsequently a dissociation in the double helices of the crystalline region (<xref ref-type="bibr" rid="B34">34</xref>). This was highly consistent with the XRD results in Section 3.2. The decreasing trend in the R<sub>1, 047/1, 022</sub> value was positively associated with the raising of DHT temperature and duration. Therefore, the longer treatment time and higher temperature resulted in less of the short-range molecular order in the crystalline structure of modified starches. Similar results had also been reported when mung bean (<xref ref-type="bibr" rid="B32">32</xref>), red adzuki bean (<xref ref-type="bibr" rid="B31">31</xref>), and sweet potato starches (<xref ref-type="bibr" rid="B21">21</xref>) were treated by the dry heating process.</p>
</sec>
<sec>
<title>3.4. Color measurement</title>
<p>The influence of DHT on the color parameters of starches is shown in <xref ref-type="table" rid="T1">Table 1</xref>. The DHT significantly decreased the <italic>L</italic><sup>&#x0002A;</sup> value from 95.8 (NBHS) to 89.3 (BH180-4), while increased the <italic>a</italic><sup>&#x0002A;</sup> value from 0.14 (NBHS) to 1.05 (BH180-4) and <italic>b</italic><sup>&#x0002A;</sup> value from 1.4 (NBHS) to 13.6 (BH180-4).</p>
<p>The decrease in <italic>L</italic><sup>&#x0002A;</sup> value indicated that the NBHS turned darker after DHT and was pronouncedly followed by the temperature increase. The <italic>a</italic><sup>&#x0002A;</sup> value is relevant to redness characteristics. The increase in <italic>a</italic><sup>&#x0002A;</sup> value showed that the DHT led to more browning in modified starches, probably due to caramelization reactions (<xref ref-type="bibr" rid="B35">35</xref>). In addition, the significant rise in the <italic>b</italic><sup>&#x0002A;</sup> value evinced the greenness characteristics of NBHS, which is gradually increased by DHT. These change trends were positively dependent on the duration and temperature of DHT. Similar effects have been reported on DHT-modified potato, sweet potato, and taro starches as well as whole-grain barley (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec>
<title>3.5. AMC and AWR</title>
<p>The AMC of native and DHT-modified starches is shown in <xref ref-type="table" rid="T2">Table 2</xref>. Compared with NBHS, the AMC in DHT-modified starches significantly decreased by 10.09% (BH150-2), 12.52% (BH1150-4), 14.27% (BH180-2), and 18.59% (BH180-4), respectively. This decrease was positively related to the treatment temperature and duration. It might be ascribed to fragmenting into shorter chains under high-temperature conditions (<xref ref-type="bibr" rid="B37">37</xref>). Previous studies yielded similar results on DHT-modified chestnut and cassava starches (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B38">38</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>AMC, AWR, and oil and water absorption capacity of different samples.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:#8f9496">
<th valign="top" align="left"><bold>Parameters</bold></th>
<th valign="top" align="center" colspan="5"><bold>Samples</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#8f9496">
<td/>
<td valign="top" align="center"><bold>NBHS</bold></td>
<td valign="top" align="center"><bold>BH150-2</bold></td>
<td valign="top" align="center"><bold>BH150-4</bold></td>
<td valign="top" align="center"><bold>BH180-2</bold></td>
<td valign="top" align="center"><bold>BH180-4</bold></td>
</tr> <tr>
<td valign="top" align="left">AMC (%)</td>
<td valign="top" align="center">24.40 &#x000B1; 0.09a</td>
<td valign="top" align="center">14.31 &#x000B1; 0.43b</td>
<td valign="top" align="center">11.88 &#x000B1; 0.23c</td>
<td valign="top" align="center">10.13 &#x000B1; 0.29d</td>
<td valign="top" align="center">5.81 &#x000B1; 0.64e</td>
</tr> <tr>
<td valign="top" align="left">AWR (g/g)</td>
<td valign="top" align="center">0.98 &#x000B1; 0.04b</td>
<td valign="top" align="center">1.09 &#x000B1; 0.06b</td>
<td valign="top" align="center">1.14 &#x000B1; 0.09b</td>
<td valign="top" align="center">1.16 &#x000B1; 0.09ab</td>
<td valign="top" align="center">1.34 &#x000B1; 0.07a</td>
</tr> <tr>
<td valign="top" align="left">Water absorption capacity (g/g)</td>
<td valign="top" align="center">1.86 &#x000B1; 0.16b</td>
<td valign="top" align="center">1.88 &#x000B1; 0.11b</td>
<td valign="top" align="center">1.91 &#x000B1; 0.07b</td>
<td valign="top" align="center">2.09 &#x000B1; 0.16a</td>
<td valign="top" align="center">2.32 &#x000B1; 0.09a</td>
</tr>
<tr>
<td valign="top" align="left">Oil absorption capacity (g/g)</td>
<td valign="top" align="center">1.44 &#x000B1; 0.04c</td>
<td valign="top" align="center">1.74 &#x000B1; 0.04bc</td>
<td valign="top" align="center">1.94 &#x000B1; 0.19ab</td>
<td valign="top" align="center">2.01 &#x000B1; 0.26a</td>
<td valign="top" align="center">2.22 &#x000B1; 0.15a</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Means of triplicate determination &#x000B1; S.D with the different letter in a row within each property are significantly different (p &#x0003C; 0.05).</p>
</table-wrap-foot>
</table-wrap>
<p>Compared with NBHS, DHT-modified starches had a higher AWR level (<xref ref-type="table" rid="T2">Table 2</xref>). Among the modified samples, the AWR increased with DHT duration and temperature level. The BH180-4 had the highest value (1.34). The increased surface area (<xref ref-type="bibr" rid="B39">39</xref>) and the excessive dilution at high concentrations of starch (<xref ref-type="bibr" rid="B24">24</xref>) jointly accounted for the increase in AWR. Furthermore, the significantly increased water absorption capacity of DHT-modified starches might also play an important role to increase the AWR. Generally, the AWR of starch is positively correlated with cookie diameter, which could predict the expansion potential of a cookie during baking (<xref ref-type="bibr" rid="B40">40</xref>). Thus, the use of DHT-modified starches may result in a larger cookie diameter compared to that containing native starch. DHT-modified BH starch might be an alternative starch source integrated into cookie processing.</p>
</sec>
<sec>
<title>3.6. Oil and water absorption capacities</title>
<p>The oil and water absorption capacities of native and modified starches are shown in <xref ref-type="table" rid="T2">Table 2</xref>. Compared to NBHS, DHT-modified starches had higher oil and water absorption capacities. With increasing treatment temperature levels and duration, water absorption capacity significantly increased from 1.88 g/g (BH150-2) to 2.32 g/g (BH180-4), and oil absorption capacity increased from 1.74 g/g (BH150-2) to 2.22 g/g (BH180-4). Similar findings about cassava starch altered by DHT have also been reported (<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>The results showed that DHT made stronger hydroxyl&#x02013;water molecule interactions in modified starches than those in NBHS. During DHT, some hydrogen bonds broke down between the amorphous and crystalline regions, which resulted in a slight expansion of the amorphous region. All these changes increased the hydrophilic tendency of starch molecules and contributed to a higher water absorption capacity in DHT-modified samples (<xref ref-type="bibr" rid="B24">24</xref>). The amorphous region has a higher water absorption capacity than the crystalline region in starch. Therefore, the results reflected the degree of amorphousness in DHT-modified starch granules (<xref ref-type="bibr" rid="B18">18</xref>), which was in accordance with the results in Section 3.2. The increase in oil absorption capacity after DHT treatment has been reported previously on cassava, maize, and rice starches (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B41">41</xref>), showing that DHT-modified BH starch might be applied to energy-controlled food for the obese or health-conscious groups. Furthermore, Lorenz and Kulp (<xref ref-type="bibr" rid="B42">42</xref>) found that adding modified potato and wheat starches with higher water absorption capacity into dough improved the color, volume, and textural properties of bread. This suggested that DHT-modified BH starch could be applied to improve the sensory characteristics of bread products.</p>
</sec>
<sec>
<title>3.7. Solubility and swelling power</title>
<p>The effect of DHT on solubility and SP of all starch samples is presented in <xref ref-type="fig" rid="F4">Figure 4</xref>. For all samples, solubility and SP significantly increased with the treatment temperature raising, and the highest value was obtained at 90&#x000B0;C. The solubility of DHT-modified samples was significantly higher than that of NBHS (<xref ref-type="fig" rid="F4">Figure 4A</xref>), while the SP remarkably decreased (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The solubility of starch is related to AMC. At high temperatures, partial double helices of NBHS began to unwind, fracturing into short molecules. It resulted in loosening and collapsing of the starch granule structure. Therefore, the increased solubility might be attributed to a high amount of short-chain amylose produced by DHT, which could diffuse out of granules and be easily dissolved (<xref ref-type="bibr" rid="B43">43</xref>). The interaction between starch molecules, double helices transition, and melting of starch crystallites might be other factors for the increase in the solubility of BH starch after DHT (<xref ref-type="bibr" rid="B31">31</xref>). The high temperature during DHT caused the complete migration of amylose from the surface of amylopectin crystals and increased the leaching of amylose, which resulted in higher solubility. A gradual decrease in the SP of starch was related to an increase in the amylose&#x02013;amylopectin interaction due to the rearrangement of starch molecules from DHT (<xref ref-type="bibr" rid="B31">31</xref>). Furthermore, the SP decrease might also be triggered by hindered diffusion of amylopectin molecules after the rearrangement of crystalline regions. The decrease in SP was also promoted by the decreased AMC and the formation of the amylose&#x02013;lipid complex during DHT (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Solubility <bold>(A)</bold> and swelling power <bold>(B)</bold> of different samples. Bars bearing the same letter within the same temperature are not significantly different (<italic>p</italic> &#x0003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0004.tif"/>
</fig>
</sec>
<sec>
<title>3.8. Paste clarity</title>
<p>In general, the LT reflects the clarity of starch paste, manifesting the retrogradation process (<xref ref-type="bibr" rid="B45">45</xref>). The LT of native and DHT-modified starches was determined at 0, 24, 48, and 72 h, as shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. As the temperature elevated and time prolonged, the LT of modified starches gradually increased compared with NBHS. These increases were attributed to the degradation or disintegration of starch chains induced by DHT (<xref ref-type="bibr" rid="B26">26</xref>). The increased LT of modified starches might also be due to the formation of new starch crystallites or recrystallization. Moreover, the LT is related to the solubility of starch, including greater solubility, less refraction, and more transparency of the paste. Similar results were also presented on DHT-modified waxy rice starch, normal rice starch, and waxy corn starch (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Light transmittance of different samples at different storage time. Bars bearing different letters within the same storage time are significantly different (<italic>p</italic> &#x0003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0005.tif"/>
</fig>
</sec>
<sec>
<title>3.9. DSC</title>
<p>The gelatinization temperatures (T<sub>o</sub>, T<sub>p</sub>, and T<sub>c</sub>) and enthalpy (&#x00394;<italic>H</italic>) of native and DHT-modified starches are presented in <xref ref-type="table" rid="T3">Table 3</xref>. Compared to NBHS, the T<sub>o</sub>, T<sub>p</sub>, T<sub>c</sub>, and &#x00394;<italic>H</italic> of modified starches significantly decreased along with increased DHT temperature and duration. The gelatinization temperatures are indicative of the crystalline perfection in starch, where the more perfect crystallites show a higher T<sub>o</sub> (<xref ref-type="bibr" rid="B46">46</xref>). After DHT, the significant reduction in T<sub>c</sub>, T<sub>o</sub>, and T<sub>p</sub> of modified starches indicated that the inhomogeneity of starch double helix crystallites increased, which was in good agreement with the results from the XRD analysis. This shift was mainly due to the disruption of amylose. The double helices of amylopectin remained uncoiled and with a loose granular structure. Furthermore, the shortening of starch chains by the impaired binding forces in crystals might be another important factor for decreasing gelatinization temperatures and &#x00394;<italic>H</italic> (<xref ref-type="bibr" rid="B16">16</xref>). The &#x00394;<italic>H</italic>, a measure of double helix content and perfection of crystalline order in starch (<xref ref-type="bibr" rid="B47">47</xref>), decreased from 7.7 J/g (NBHS) to 6.5 J/g (BH180-4). This decrease was mainly attributed to the disruption of amylose and further destruction of the ordered structure during DHT (<xref ref-type="bibr" rid="B48">48</xref>). From these results, DHT affected the concentrated crystalline region and reduced the crystallinity of starch (<xref ref-type="bibr" rid="B49">49</xref>), which was consistent with XRD results as well. Similar results were also published on DHT-modified wheat, waxy corn, and high-amylose rice starches (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B30">30</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Gelatinization characteristics of native and DHT samples.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:#8f9496">
<th valign="top" align="left"><bold>Samples</bold></th>
<th valign="top" align="center"><bold>T<sub>o</sub> (&#x000B0;C)</bold></th>
<th valign="top" align="center"><bold>T<sub>p</sub> (&#x000B0;C)</bold></th>
<th valign="top" align="center"><bold>T<sub>c</sub> (&#x000B0;C)</bold></th>
<th valign="top" align="center"><bold>T<sub>c</sub>-T<sub>o</sub> (&#x000B0;C)</bold></th>
<th valign="top" align="center"><bold>&#x00394;<italic>H</italic> (J/g)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">NBHS</td>
<td valign="top" align="center">55.8 &#x000B1; 0.13a</td>
<td valign="top" align="center">59.6 &#x000B1; 0.04a</td>
<td valign="top" align="center">65.6 &#x000B1; 0.01a</td>
<td valign="top" align="center">9.8 &#x000B1; 0.02a</td>
<td valign="top" align="center">7.7 &#x000B1; 0.03a</td>
</tr> <tr>
<td valign="top" align="left">BH150-2</td>
<td valign="top" align="center">54.6 &#x000B1; 0.18b</td>
<td valign="top" align="center">57.5 &#x000B1; 0.09b</td>
<td valign="top" align="center">64.3 &#x000B1; 0.64b</td>
<td valign="top" align="center">9.7 &#x000B1; 0.06a</td>
<td valign="top" align="center">7.5 &#x000B1; 0.03b</td>
</tr> <tr>
<td valign="top" align="left">BH150-4</td>
<td valign="top" align="center">53.4 &#x000B1; 0.21b</td>
<td valign="top" align="center">56.6 &#x000B1; 0.19c</td>
<td valign="top" align="center">62.9 &#x000B1; 0.12c</td>
<td valign="top" align="center">9.5 &#x000B1; 0.02a</td>
<td valign="top" align="center">7.4 &#x000B1; 0.03c</td>
</tr> <tr>
<td valign="top" align="left">BH180-2</td>
<td valign="top" align="center">52.6 &#x000B1; 0.14c</td>
<td valign="top" align="center">55.6 &#x000B1; 0.02d</td>
<td valign="top" align="center">61.9 &#x000B1; 0.05d</td>
<td valign="top" align="center">9.3 &#x000B1; 0.13a</td>
<td valign="top" align="center">7.3 &#x000B1; 0.02c</td>
</tr> <tr>
<td valign="top" align="left">BH180-4</td>
<td valign="top" align="center">51.5 &#x000B1; 0.30d</td>
<td valign="top" align="center">54.5 &#x000B1; 0.52e</td>
<td valign="top" align="center">60.5 &#x000B1; 0.34d</td>
<td valign="top" align="center">9.0 &#x000B1; 0.41a</td>
<td valign="top" align="center">6.5 &#x000B1; 0.02d</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>Means of triplicate determination &#x000B1; S.D with the same letter in a column within each parameter are not significantly different (p &#x0003C; 0.05).</p>
<p>T<sub>o</sub>, onset temperature; T<sub>p</sub>, peak temperature; T<sub>c</sub>, concluding temperature; T<sub>c</sub>-T<sub>o</sub>, gelatinization temperature range; &#x00394;H, transition enthalpy.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>3.10. Pasting properties</title>
<p>The viscosity properties of starch, resulting from the friction between the leaching of amylose and amylopectin, are functionally fundamental. The pasting parameters of native and modified samples are presented in <xref ref-type="table" rid="T4">Table 4</xref>. Compared to NBHS, the overall viscosities of DHT-modified samples significantly decreased with the increase in DHT temperature and duration and the PT. Zhang et al. found a similar pattern in wheat starch with different amylose contents after DHT (<xref ref-type="bibr" rid="B30">30</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Pasting properties of different samples.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:#8f9496">
<th valign="top" align="left"><bold>Properties</bold></th>
<th valign="top" align="center" colspan="5"><bold>Samples</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#8f9496">
<td/>
<td valign="top" align="center"><bold>NBHS</bold></td>
<td valign="top" align="center"><bold>BH150-2</bold></td>
<td valign="top" align="center"><bold>BH150-4</bold></td>
<td valign="top" align="center"><bold>BH180-2</bold></td>
<td valign="top" align="center"><bold>BH180-4</bold></td>
</tr> <tr>
<td valign="top" align="left">PV (cP)</td>
<td valign="top" align="center">3,719 &#x000B1; 18.4a</td>
<td valign="top" align="center">3,016.5 &#x000B1; 21.9b</td>
<td valign="top" align="center">2,387 &#x000B1; 8.5c</td>
<td valign="top" align="center">1,261.5 &#x000B1; 3.5d</td>
<td valign="top" align="center">1,025.5 &#x000B1; 12.0e</td>
</tr> <tr>
<td valign="top" align="left">BD (cP)</td>
<td valign="top" align="center">2,120 &#x000B1; 11.3a</td>
<td valign="top" align="center">1,781.5 &#x000B1; 6.4b</td>
<td valign="top" align="center">1,461 &#x000B1; 7.1c</td>
<td valign="top" align="center">490 &#x000B1; 7.1d</td>
<td valign="top" align="center">276.5 &#x000B1; 16.3e</td>
</tr> <tr>
<td valign="top" align="left">SB (cP)</td>
<td valign="top" align="center">1,858 &#x000B1; 21.2a</td>
<td valign="top" align="center">1,774.5 &#x000B1; 7.7b</td>
<td valign="top" align="center">1,367 &#x000B1; 26.8c</td>
<td valign="top" align="center">568 &#x000B1; 4.2d</td>
<td valign="top" align="center">388 &#x000B1; 15.5e</td>
</tr> <tr>
<td valign="top" align="left">FV (cP)</td>
<td valign="top" align="center">3,457 &#x000B1; 2.8a</td>
<td valign="top" align="center">3,009.5 &#x000B1; 5.6b</td>
<td valign="top" align="center">2,293 &#x000B1; 7.8c</td>
<td valign="top" align="center">1,339.5 &#x000B1; 14.8d</td>
<td valign="top" align="center">1,137 &#x000B1; 11.3b</td>
</tr> <tr>
<td valign="top" align="left">PT (&#x000B0;C)</td>
<td valign="top" align="center">78.6 &#x000B1; 0.1a</td>
<td valign="top" align="center">77.5 &#x000B1; 0.6a</td>
<td valign="top" align="center">74.3 &#x000B1; 0.1b</td>
<td valign="top" align="center">73.8 &#x000B1; 0.1b</td>
<td valign="top" align="center">73.4 &#x000B1; 0.1b</td>
</tr>
<tr>
<td valign="top" align="left">Pt (min)</td>
<td valign="top" align="center">5.2 &#x000B1; 0.1a</td>
<td valign="top" align="center">5.1 &#x000B1; 0.1ab</td>
<td valign="top" align="center">5.0 &#x000B1; 0.1ab</td>
<td valign="top" align="center">4.9 &#x000B1; 0.1ab</td>
<td valign="top" align="center">4.8 &#x000B1; 0.2b</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Means of triplicate determination &#x000B1; S.D with the different letter in the row within each property are significantly different (p &#x0003C; 0.05).</p>
<p>&#x0201C;cP&#x0201D; is the rapid viscosity units.</p>
<p>PV, peak viscosity; BD, breakdown viscosity; FV, final viscosity; SB, setback viscosity; PT, pasting temperature; Pt, Peak time.</p>
</table-wrap-foot>
</table-wrap>
<p>Generally, starch viscosity is mainly contingent on its source, granule size, crystal structure, and the ratio of amylose to amylopectin. The decrease in PV, SB, BD, and FV of modified starches might be attributed to the thermal degradation of amylose, amylopectin, and crystalline structure by DHT (<xref ref-type="bibr" rid="B26">26</xref>). The PV represents the maximum swelling value before starch granule disintegration and is associated with starch granular SP (<xref ref-type="bibr" rid="B43">43</xref>). The enhanced associations between starch chains and the improved intramolecular interaction and the reorganization of starch granules might also accelerate the decreased PV of modified starches (<xref ref-type="bibr" rid="B22">22</xref>). These results are consistent with those of SP analysis.</p>
<p>The FV reflects the stability of cold starch paste and the polymerization of starch molecules (<xref ref-type="bibr" rid="B50">50</xref>). It is related to starch gel hardness, retrogradation, and leached amylose content (<xref ref-type="bibr" rid="B51">51</xref>). The significant decrease in FV of DHT-modified samples was associated with changes in crystalline structure and short amylopectin. The SB represents the difference between FV and trough viscosity, showing the aging degree and stability of starch paste (<xref ref-type="bibr" rid="B50">50</xref>). Decreased SB demonstrated that DHT improved the stability of cold starch paste under shear force. Both decrease in FV and SB identified a lower tendency toward the retrogradation of modified starches. Moreover, the BD of modified samples was negatively related to DHT temperature and duration, and it indicated the enhancement in the heat resistance of starch. The decrease in both Pt and PT showed the gelatinization of modified starches became easier compared with that of NBHS.</p>
</sec>
<sec>
<title>3.11. <italic>In vitro</italic> digestibility</title>
<p>The effect of DHT on <italic>in vitro</italic> digestibility of starches is shown in <xref ref-type="fig" rid="F6">Figure 6A</xref>, and the level of RDS, SDS, and RS is presented in <xref ref-type="fig" rid="F6">Figure 6B</xref>. Total hydrolysis of all samples increased as the digestion time prolonged, in the first 30 min of which, it increased steeply, and then gradually from 30 to 180 min. Compared with NBHS, the RDS content of DHT-modified starches increased, reaching a maximum value at BH180-4 (11.90%), while the content of SDS and RS decreased (<xref ref-type="fig" rid="F6">Figure 6B</xref>). These results suggested that the <italic>in vitro</italic> digestibility of BH starch had been improved after DHT. Similar trends had been previously observed on waxy potato and quinoa starches following DHT (<xref ref-type="bibr" rid="B52">52</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Hydrolysis rate <bold>(A)</bold> and RDS, SDS, and RS levels <bold>(B)</bold> of different samples. Bars bearing different letters in the same time point <bold>(A)</bold> and different samples <bold>(B)</bold> within the same property are significantly different (<italic>p</italic> &#x0003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0006.tif"/>
</fig>
<p>After DHT, the AMC of modified starches significantly decreased, making them more susceptible to enzymatic digestion (<xref ref-type="bibr" rid="B53">53</xref>). This might be one factor for the RDS content increasing. As shown by DSC results (gelatinization temperatures and &#x00394;<italic>H</italic> decrease), the disruption of double helices in the crystalline region would also cause an increase in RDS content (<xref ref-type="bibr" rid="B44">44</xref>). The partial disruption or damage of organized starch chains and weak associations between starch molecules would increase the susceptibility of BH starch to enzymatic digestion concurrently responsible for the decreased RS content (<xref ref-type="bibr" rid="B33">33</xref>). Furthermore, the high temperature and low moisture content during DHT impaired starch granules to form a porous structure. Thus, it was prone to enzyme attack and inclined to draw digestive enzymes into the interior of starch granules (<xref ref-type="bibr" rid="B53">53</xref>). The transition from RS to RDS during DHT might account for these results as well.</p>
</sec>
<sec>
<title>3.12. PCA of structural, physicochemical, and digestive properties</title>
<p>The PCA of structural, physicochemical, and digestive properties among NBHS, BH150-2, BH150-4, BH180-2, and BH180-4 is shown in <xref ref-type="fig" rid="F7">Figure 7</xref>. The PC1 and PC2, respectively, represented 82.8 and 13.0% of the total variance, totaling 95.8%. As shown in the score plot (<xref ref-type="fig" rid="F7">Figure 7A</xref>), NBHS, BH150-2, and BH15-4 were at the negative part of PC1, while BH180-2 and BH180-4 were at the positive part of PC1. In addition, NBHS, BH150-4, BH180-2, and BH180-4 were located at two different sides of PC2, respectively; BH150-2 was nearly located on the PC2 line. The distance between any two samples positively correlated with the degree of differences between them. The distance between BH150-2 and BH150-4 was relatively close, suggesting that their structural, physicochemical, and digestive properties were similar. However, the BH150-2, BH150-4, BH180-2, and BH180-4 gradually moved farther from NBHS. This indicated that DHT surely had various effects on the structural, physicochemical, and digestive properties of BH starch. The degree of effect was positively related to the treatment temperature and duration, in which case BH180-4 was altered to the greatest extent.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>PCA biplots summarizing the relationships between samples and their microstructural, physicochemical, and digestibility properties. <bold>(A)</bold> The clusters of different samples on the score plot; <bold>(B)</bold> PCA loading plot of different properties. L, the lightness of samples; a, red/green axis of color analysis; b, yellow/blue axis of color analysis; PT, pasting temperature; PV, peak viscosity; Tc, concluding temperature; AMC, amylose content; RC, relative crystallinity; AWR, alkaline water retention; OAC, oil absorption capacity; S90, solubility at 90&#x000B0;C; RDS, rapidly digestible starch; RS, resistant starch.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1191391-g0007.tif"/>
</fig>
<p>Furthermore, AMC, PV, RC, RS, T<sub>c</sub>, and L stayed at the negative part of PC1 on the loading plot (<xref ref-type="fig" rid="F7">Figure 7B</xref>) and were close to NBHS and BH150-2 on the score plot, indicating they were highly correlated. a, AWR, PT, b, RDS, OAC, and S90 were at the positive part of PC1 and positively related to BH180-2 and BH180-4. These results indicated that the DHT had huge effects on the structure, AMC, thermostability, physicochemical, and digestive functions of BH starch. Therefore, PCA established a strong relationship mainly among structural, physicochemical, and digestive characteristics, and showed some clusters of different samples.</p></sec></sec>
<sec id="s4">
<title>4. Conclusion</title>
<p>Although Blue highland barley (BH) is rich in dietary nutrients, its health-promoting potential is yet to be explored. In this study, DHT, as a safe and maneuverable physical method for starch modification with limited by-products, was introduced to modify BH starch. The effect on structural, physicochemical, and digestive properties of BH starch showed a thermodynamic impact with heating temperature and duration variations. The DHT greatly increased potholes and fissures on the surface of BH starch, while decreasing the AMC, RC, and R<sub>1, 047/1, 022</sub>. The AWR, water and oil absorption capacities, solubility, and LT significantly increased after DHT, whereas the SP, gelatinization characteristics, and viscosities decreased. All these changes were positively correlated with DHT temperature and duration. In addition, <italic>in vitro</italic> hydrolysis rate of BH starch was remarkably improved by DHT. The RDS content of modified samples displayed an upward trend along with temperature and duration increase; however, the RS content decreased significantly. Overall, the results identified that DHT effectively altered the structures, physicochemical properties, and <italic>in vitro</italic> digestion of BH starch. The improvements in oil absorption capacity, viscosities, and gelatinization properties after DHT will promote BH starch in food industrial applications. DHT-modified BH starch might be utilized in functional food development by interacting with dietary polyphenols and lipids in the future. In addition, this manuscript provided more theoretical information about DHT on starch modification.</p></sec>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p></sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>SL: conceptualization, investigation, methodology, formal analysis, validation, and writing-original draft. HL: supervision, formal analysis, writing-review and editing, and funding acquisition. SG: writing-review and editing and data curation. SsG: methodology. CZ: resources and funding management. All authors contributed to the article and approved the submitted version.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>This research was financially supported by the Incentive Funding Research Program for doctor graduates working in Shanxi Province, China (SXBYKY2022070 and SXBYKY2022091) and the Key Research and Development Project of Shanxi Province (202102140601016).</p>
</sec>

<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;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>


<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>BH, blue highland barley; NBHS, native blue highland barley starch; DHT, dry heating treatment; AWR, alkaline water retention; AMC, amylose content; RDS, rapidly digestible starch; SDS, slowly digestible starch; RS, resistant starch.</p></fn></fn-group>
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