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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2025.1654857</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of spray drying conditions on the physicochemical, thermal, and microstructural properties of coffee mucilage powder (<italic>Coffea arabica</italic>&#x2013;Castillo)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rivera Escobar</surname>
<given-names>Juan David</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2791264"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hoyos Concha</surname>
<given-names>Jose Luis</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Roa-Acosta</surname>
<given-names>Diego Fernando</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Delgado</surname>
<given-names>Jhan Carlos</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Rosero-Benavides</surname>
<given-names>Victor Hugo</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Torres</surname>
<given-names>Gerardo Andres</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3284259"/>
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<aff id="aff1"><label>1</label><institution>Department of Agroindustrial Engineering, Faculty of Agricultural Sciences, Universidad del Cauca</institution>, <city>Popay&#x00E1;n</city>, <country country="co">Colombia</country></aff>
<aff id="aff2"><label>2</label><institution>Faculty Barberi of Engineering, Design and Applied Sciences, Universidad Icesi</institution>, <city>Cali, Valle del Cauca</city>, <country country="co">Colombia</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Juan David Rivera Escobar, <email xlink:href="mailto:jdrivera@unicauca.edu.co">jdrivera@unicauca.edu.co</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-27">
<day>27</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>9</volume>
<elocation-id>1654857</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>12</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Rivera Escobar, Hoyos Concha, Roa-Acosta, Delgado, Rosero-Benavides and Torres.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Rivera Escobar, Hoyos Concha, Roa-Acosta, Delgado, Rosero-Benavides and Torres</copyright-holder>
<license>
<ali:license_ref start_date="2025-11-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec id="sec1001">
<title>Introduction</title>
<p>Coffee mucilage is an abundant by-product generated during wet coffee processing, with potential applications as a natural ingredient due to its bioactive compounds. However, its high moisture content and intrinsic instability require technological processes such as spray drying (SD) to obtain a stable powdered ingredient. This study aimed to evaluate the effect of different SD operational conditions on the physicochemical, thermal, and microstructural properties of Coffea arabica L. cv. &#x2018;Castillo&#x2019; mucilage powder.</p>
</sec>
<sec id="sec2001">
<title>Methods</title>
<p>Coffee mucilage was obtained through enzymatic hydrolysis using commercial pectinases to facilitate polysaccharide breakdown. A mixed factorial approach was initially used to define hydrolysis conditions, followed by a central composite rotatable design that evaluated two SD factors: inlet air temperature (115.85&#x2013;144.14 &#x00B0;C) and feed flow rate (0.23&#x2013;0.66 L/h). Response variables included total phenolic content, antioxidant capacity (FRAP, ABTS, DPPH), glass transition temperature (Tg), particle size and morphology (SEM), zeta potential (PZ), hydrodynamic particle diameter (HPD), and sorption isotherms (BET and GAB).</p>
</sec>
<sec id="sec3001">
<title>Results</title>
<p>SD conditions significantly influenced the retention of phenolic compounds and antioxidant activity, with higher inlet temperature promoting increased bioactive concentration compared to feed flow rate. Phenolic content ranged from 135.53 to 165.88 mg GAE/100 g. CMP exhibited Tg values between 61.09 and 62.18 &#x00B0;C, with no significant inter-treatment effect. SEM images revealed predominantly spherical microparticles with corrugated surfaces, ranging from 14.93 to 22.03 &#x03BC;m<sup>2</sup>. where lower feed flow produced smaller particle size. Sorption isotherms indicated high hygroscopic behavior, and temperature significantly affected the monolayer moisture content (Xm) and sorption energy (C).</p>
</sec>
<sec id="sec4000">
<title>Discussion/Conclusion</title>
<p>Temperature was the most influential SD factor for the preservation of phenolic compounds and antioxidant capacity, while feed flow primarily impacted particle size. These findings provide technological insights for optimizing SD of coffee mucilage while preserving bioactive functionality and microparticle integrity, supporting its potential use in food formulations and the valorization of coffee by-products.</p>
</sec>
</abstract>
<kwd-group>
<kwd>coffee by-products</kwd>
<kwd>drying process</kwd>
<kwd>bioactive compounds</kwd>
<kwd>phenolic compounds</kwd>
<kwd>SEM</kwd>
<kwd>zeta potential</kwd>
<kwd>moisture sorption isotherms</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare that no financial support was received for the research and/or publication of this article.</funding-statement>
</funding-group>
<counts>
<fig-count count="6"/>
<table-count count="9"/>
<equation-count count="3"/>
<ref-count count="57"/>
<page-count count="15"/>
<word-count count="11402"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sustainable Food Processing</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Colombia is currently the third largest coffee producer in the world, after countries like Brazil and Vietnam (<xref ref-type="bibr" rid="ref47">Statista, 2024</xref>). In 2024, a 20% increase in the exportation of dry coffee beans from Colombia to other countries was reported, equivalent to approximately 13 million 60&#x202F;kg sacks (<xref ref-type="bibr" rid="ref12">Federaci&#x00F3;n Nacional de Cafeteros, 2024</xref>). The increase in coffee production and exportation, aimed at meeting the demand of international markets, has simultaneously led to an increase in the generation of byproducts derived from the conventional transformation process used in the Colombian coffee industry (<xref ref-type="bibr" rid="ref30">Ministerio de Hacienda et al., 2015</xref>; <xref ref-type="bibr" rid="ref46">Sierra-L&#x00F3;pez et al., 2023</xref>).</p>
<p>Unlike other countries, Colombia uses a wet processing method for coffee cherries. This process consists of six main stages: harvest and selection of the fruits at their optimal maturity stage, depulping, mucilage removal, drying, milling, and commercialization of the dry, peeled beans (<xref ref-type="bibr" rid="ref30">Ministerio de Hacienda et al., 2015</xref>).</p>
<p>Within these processing stages, there is a critical point of contamination during the mucilage removal stage, as during this operation, the depulped coffee beans are immersed in running water so that, through spontaneous fermentation catalyzed by the microbiota present in the fruit and processing environment, the coffee mucilage is biocatalytically degraded. This mucilage can represent between 7% and 13% of the fruit&#x2019;s weight and consists primarily of water and carbohydrates, with a high presence of pectins with a high degree of methylation. This material is characterized by being a viscous liquid, either cream-colored or brown, depending on the coffee variety and the process applied to the beans, and is known for its sweet and mild taste. This material is mainly composed of carbohydrates (82&#x2013;85% d.b.), proteins (6.37&#x2013;9.52% d.b.), ash (2.95&#x2013;4.62% d.b.), crude fiber (up to 7.30% d.b.), and lipids (0.86&#x2013;1.45% d.b.) (<xref ref-type="bibr" rid="ref19">In&#x00E9;s Puerta-Quintero and R&#x00ED;os-Arias, 2011</xref>). Additionally, phenolic compounds are also present, with reports of up to 728&#x202F;mg GAE/100&#x202F;g (d.b) (<xref ref-type="bibr" rid="ref25">Machado and de Oliveira, 2023</xref>). During the spontaneous fermentation process that seeks to remove the mucilage, the secretion of pectinolytic enzymes derived from the metabolism of bacteria and yeasts present in the process is promoted. These enzymes allow the mucilage and its polymeric network to weaken sufficiently to be washed away later (<xref ref-type="bibr" rid="ref10">Evangelista et al., 2015</xref>; <xref ref-type="bibr" rid="ref20">Janne Carvalho Ferreira et al., 2023</xref>).</p>
<p>However, once the process is completed, the waters contaminated with organic matter resulting from fermentation and mucilage residues are typically discharged directly into water sources or onto the soil of the plantation (<xref ref-type="bibr" rid="ref6">Cort&#x00E9;s et al., 2020</xref>), rendering coffee mucilage an unusable material for industries like the food industry. Given this, the use of exogenous enzymes in the traditional coffee fruit processing has been studied in various research works, including by the authors of this manuscript, allowing for mucilage removals of over 80% without the need for water during the mucilage removal operation (<xref ref-type="bibr" rid="ref36">Pe&#x00F1;uela-Mart&#x00ED;nez et al., 2011</xref>; <xref ref-type="bibr" rid="ref34">Pardo et al., 2022</xref>).</p>
<p>Coffee mucilage contains bioactive compounds such as phenolic acids, flavonoids, and dietary fiber, which have been associated with antioxidant, anti-inflammatory, and prebiotic activities (<xref ref-type="bibr" rid="ref26">Magoni et al., 2018</xref>; <xref ref-type="bibr" rid="ref33">Ot&#x00E1;lora et al., 2024</xref>; <xref ref-type="bibr" rid="ref41">R&#x00ED;os-Hern&#x00E1;ndez et al., 2024</xref>). These properties provide functional potential for its incorporation into the development of value-added products, including functional beverages, dietary supplements, and bakery goods, as well as acting as a natural source of hydrocolloids for textural modification in food systems (<xref ref-type="bibr" rid="ref33">Ot&#x00E1;lora et al., 2024</xref>; <xref ref-type="bibr" rid="ref54">Yadav et al., 2021</xref>). Therefore, stabilizing coffee mucilage through spray drying not only could extends its shelf life but also preserves these functional attributes, facilitating its possible utilization as an ingredient in the functional food market (<xref ref-type="bibr" rid="ref39">Pyrzynska, 2024</xref>; <xref ref-type="bibr" rid="ref46">Sierra-L&#x00F3;pez et al., 2023</xref>). However, as mentioned earlier, coffee mucilage is a material with a considerably high moisture content, reaching values close to 85% (<xref ref-type="bibr" rid="ref19">In&#x00E9;s Puerta-Quintero and R&#x00ED;os-Arias, 2011</xref>). This high moisture content proportionally represents a high water activity, making coffee mucilage a highly perishable material, susceptible to rapid deterioration due to chemical reactions that occur when the water activity is above 0.7.</p>
<p>In this sense, drying strategies, such as spray drying, have been widely used to stabilize the moisture content of coffee mucilage and similar materials, achieving safe water activity levels and allowing the preservation of important compounds, such as phenolic and antioxidant compounds, which are present before the drying process, by the addition of wall materials as maltodextrin, gums, modified starch, proteins, and others (<xref ref-type="bibr" rid="ref3">Braga et al., 2020</xref>; <xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al., 2010</xref>; <xref ref-type="bibr" rid="ref28">Medina-Torres et al., 2019</xref>; <xref ref-type="bibr" rid="ref56">Zotarelli et al., 2017</xref>, <xref ref-type="bibr" rid="ref57">2022</xref>; <xref ref-type="bibr" rid="ref42">Roa et al., 2017</xref>; <xref ref-type="bibr" rid="ref41">R&#x00ED;os-Hern&#x00E1;ndez et al., 2024</xref>). However, the existing information on the use of coffee mucilage in drying operations such as spray drying is quite limited, and it is unknown whether this material can be successfully dehydrated using such technologies and how process variables like air inlet temperature and feed flow can affect the final characteristics of the powder obtained from coffee mucilage.</p>
<p>Therefore, the aim of this research is to evaluate the changes that occur in coffee mucilage as a result of the spray drying conditions, seeking to expand the knowledge about the potential uses of one of the most important byproducts of the coffee industry in Colombia.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methodology</title>
<sec id="sec3">
<label>2.1</label>
<title>Coffee mucilage enzymatic remotion</title>
<p>The fresh coffee cherries were supplied by Miraflores Farm, located in Tambo Cauca, Colombia. After the depulping process, the coffee beans were packed in plastic bags and transported under refrigeration conditions (4&#x202F;&#x00B0;C) to the Agroindustrial Biotechnological Center (ABC) at Cauca University.</p>
<p>First, a factorial design was used to evaluate the best hydrolysis condition that promote the posterior remotion of coffee mucilage, this design is described in <xref ref-type="table" rid="tab1">Table 1</xref>. In that way, three experimental factor was proposed, the commercial pectinolytic cocktail Naturalzyme 40XL (N40XL) obtained from proenzymas-Colombia and Esseym flavor (EF) provide by Essedielle-Francia. In second place, the concentration of enzyme added to the hydrolysis (0.012, 0.015 and 0.018% for N40XL and 0.001, 0.002 and 0.003% for EF); those concentrations were established by preliminary experimental procedures taking in count the recommended dosage of the fabricants. Finally, the hydrolysis time were evaluated (1.5 and 3.0&#x202F;h). Additionally, three extra treatments were used to evaluated the influence of experimental condition on the final extraction percentage, those treatments had not the addition of any type of enzyme during the experimental process, and were named B1, B2 and B3. For the validation of this experimental 25&#x202F;g of depulped coffee grains were weighed in 50&#x202F;mL reactor (Falcon of 50&#x202F;mL) conditioned with a perforated barrier at the bottom, this barrier allows to separate the hydrolyzed coffee mucilage by centrifugation at 1700&#x202F;rpm for 5&#x202F;min when the reaction time of each treatment was over.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Experimental design for fitting the hydrolysis parameters to extract coffee mucilage.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="left" valign="top">Commercial enzymatic cocktail</th>
<th align="center" valign="top">Concentration (%)</th>
<th align="center" valign="top">Time (h)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">T1</td>
<td align="left" valign="top">EF</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">1.5</td>
</tr>
<tr>
<td align="left" valign="top">T2</td>
<td align="left" valign="top">EF</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">3.0</td>
</tr>
<tr>
<td align="left" valign="top">T3</td>
<td align="left" valign="top">EF</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">1.5</td>
</tr>
<tr>
<td align="left" valign="top">T4</td>
<td align="left" valign="top">EF</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">3.0</td>
</tr>
<tr>
<td align="left" valign="top">T5</td>
<td align="left" valign="top">EF</td>
<td align="center" valign="top">0.003</td>
<td align="center" valign="top">1.5</td>
</tr>
<tr>
<td align="left" valign="top">T6</td>
<td align="left" valign="top">EF</td>
<td align="center" valign="top">0.003</td>
<td align="center" valign="top">3.0</td>
</tr>
<tr>
<td align="left" valign="top">T7</td>
<td align="left" valign="top">N40XL</td>
<td align="center" valign="top">0.012</td>
<td align="center" valign="top">1.5</td>
</tr>
<tr>
<td align="left" valign="top">T8</td>
<td align="left" valign="top">N40XL</td>
<td align="center" valign="top">0.012</td>
<td align="center" valign="top">3.0</td>
</tr>
<tr>
<td align="left" valign="top">T9</td>
<td align="left" valign="top">N40XL</td>
<td align="center" valign="top">0.015</td>
<td align="center" valign="top">1.5</td>
</tr>
<tr>
<td align="left" valign="top">T10</td>
<td align="left" valign="top">N40XL</td>
<td align="center" valign="top">0.015</td>
<td align="center" valign="top">3.0</td>
</tr>
<tr>
<td align="left" valign="top">T11</td>
<td align="left" valign="top">N40XL</td>
<td align="center" valign="top">0.018</td>
<td align="center" valign="top">1.5</td>
</tr>
<tr>
<td align="left" valign="top">T12</td>
<td align="left" valign="top">N40XL</td>
<td align="center" valign="top">0.018</td>
<td align="center" valign="top">3.0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Once the enzymatic hydrolysis parameters were established, 102&#x202F;kg of coffee beans were hydrolyzed to obtain the amount of mucilage required for this investigation. This process was carried out by using the commercial pectinolytic cocktail, concentration of it and time of hydrolysis defined by the experimental design. This process took place in horizontal reactor (200&#x202F;L) at constant agitation. Once the hydrolysis was complete, the coffee beans were centrifuged at 1,700&#x202F;rpm for 5&#x202F;min using a pilotscale centrifuge to remove the mucilage. Next, the coffee mucilage was pasteurized at 85&#x202F;&#x00B0;C for 15&#x202F;min. Then, the mucilage was placed in aseptic glass bottles (1&#x202F;L) and underwent a commercial sterilization process, where it was heated to 90&#x202F;&#x00B0;C for 30&#x202F;min and subsequently cooled to 4&#x202F;&#x00B0;C using a cool water bath. The hydrolysis conditions described above were established using experimental data developed by the authors. However, that experimental data are not reported in this manuscript as they are not the focus of this investigation. It is important to clarify that the total mucilage content (MAX) of the sample under analysis was determined by adding an amount of enzyme EF five times greater than the upper limit established in the experimental design. This process was carried out in triplicate for 30&#x202F;min under the same agitation and centrifugation conditions previously described. In this way, the mucilage extraction percentage for each treatment was determined, and subsequently, these results were converted to express the amount of coffee mucilage removed relative to the total mucilage content in the depulped coffee beans used.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Spray drying process</title>
<p>The spray drying process (SD) was carried out in a pilot-scale spray dryer equipped model SD-7&#x202F;L from PSE Colombia (Process Solutions and Equipment) with a control panel that allows precise adjustment of inlet temperature, feed flow rate, and outlet airflow. The temperature control system has a precision of &#x00B1;0.01&#x202F;&#x00B0;C. The process required a total of 600&#x202F;mL of coffee mucilage mixed with maltodextrin (10&#x2013;12 DE) in a 1:1 ratio relative to the coffee mucilage soluble solids, until a final total soluble solid content of 20% was achieved. A central composite rotatable design, described in <xref ref-type="table" rid="tab2">Table 2</xref>, was then used to evaluate the effect of the inlet air temperature (ranging from 115.85 to 144.14&#x202F;&#x00B0;C) and the feed flow rate (ranging from 0.23 to 0.66&#x202F;L/h) on the physicochemical, thermal, and microstructural characteristics of HCM by SD.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Central composite rotatable design.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Inlet air temperature (&#x00B0;C)</th>
<th align="center" valign="top">Feed flow (L/h)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">T1</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">0.30</td>
</tr>
<tr>
<td align="left" valign="top">T2</td>
<td align="center" valign="top">140</td>
<td align="center" valign="top">0.30</td>
</tr>
<tr>
<td align="left" valign="top">T3</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">0.60</td>
</tr>
<tr>
<td align="left" valign="top">T4</td>
<td align="center" valign="top">140</td>
<td align="center" valign="top">0.60</td>
</tr>
<tr>
<td align="left" valign="top">T5</td>
<td align="center" valign="top">115.85</td>
<td align="center" valign="top">0.45</td>
</tr>
<tr>
<td align="left" valign="top">T6</td>
<td align="center" valign="top">144.14</td>
<td align="center" valign="top">0.45</td>
</tr>
<tr>
<td align="left" valign="top">T7</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.23</td>
</tr>
<tr>
<td align="left" valign="top">T8</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.66</td>
</tr>
<tr>
<td align="left" valign="top">T9</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
</tr>
<tr>
<td align="left" valign="top">T10</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
</tr>
<tr>
<td align="left" valign="top">T11</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
</tr>
<tr>
<td align="left" valign="top">T12</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
</tr>
<tr>
<td align="left" valign="top">T13</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Extracts preparation to quantify phenolic compounds and the antioxidant capacity presents in CMP</title>
<p>The extraction of phenolic compounds present in coffee mucilage powder was determined using the method described by <xref ref-type="bibr" rid="ref4">Cheng et al. (2019)</xref> with some modifications. First, 0.2&#x202F;g of CMP were weighed into 50&#x202F;mL Falcon tubes, then 8&#x202F;mL of methanol solution (80%) acidified with formic acid (0.1%) were added, and the extraction was carried out under continuous agitation (250&#x202F;rpm) and temperature (30&#x202F;&#x00B0;C) for 15&#x202F;min. After the extraction time had ended, the tubes were centrifuged at 3800&#x202F;rpm for 15&#x202F;min. The supernatant was then collected and filtered through Whatman no. 1 filter paper; this first extract was named &#x201C;Extract A.&#x201D; The pellet, a product of the first extraction process, was resuspended with 8&#x202F;mL of acetone solution (70%) acidified with formic acid (0.1%). The tubes were again maintained under continuous agitation and temperature, then centrifuged using the same conditions described previously. The supernatant was collected and named &#x201C;Extract B.&#x201D; Both Extract A and B were mixed, and the final volume was adjusted to 20&#x202F;mL and the final extract was named Extract C. It is important to highlight that the extraction process described previously was used to prepare an extract of the hydrolyzed coffee mucilage (HCM) obtained after the enzymatic extraction process. In this case, 2.0&#x202F;g of HCM were used.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Phenolic compounds quantification</title>
<p>The phenolic content present in CMP was determined by using the method used by <xref ref-type="bibr" rid="ref4">Cheng et al. (2019)</xref> with some modifications. 20 &#x03BC;L of the previously prepared Extract C were transferred to a spectrophotometric cuvette, and 260&#x202F;&#x03BC;L of distilled water were added. Subsequently, 26&#x202F;&#x03BC;L of NaCO3 (7.5%) were added, and finally, 20&#x202F;&#x03BC;L of Folin&#x2013;Ciocalteu reagent were added. The sample was mixed using a micro shaker, and the reaction was kept under constant agitation and in complete darkness for 2&#x202F;h. After this time, the absorbance was measured at 765&#x202F;nm using a Vari&#x00F3;Scan UV&#x2013;Visible spectrophotometer.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Antioxidant capacity quantification</title>
<p>To determine the antioxidant capacity of coffee mucilage, the methodology proposed by <xref ref-type="bibr" rid="ref14">Garc&#x00ED;a-Parra et al. (2021)</xref> was used, with some modifications. This method evaluates three key parameters that define the antioxidant capacity of a food: ferric reducing antioxidant power (FRAP), antioxidant activity equivalent to ascorbic acid (ABTS), and free radical scavenging capacity (DPPH).</p>
<list list-type="bullet">
<list-item><p>Ferric reducing antioxidant power (FRAP)</p></list-item>
</list>
<p>A total of 10&#x202F;&#x03BC;L of the previously prepared Extract C was transferred into a spectrophotometric cuvette, followed by the addition of 30&#x202F;&#x03BC;L of distilled water and 280&#x202F;&#x03BC;L of FRAP reagent. The mixture was gently shaken using a micro shaker and maintained under constant agitation and complete darkness for 30&#x202F;min. After this period, the absorbance was measured at 593&#x202F;nm using a VarioScan UV&#x2013;Visible spectrophotometer.</p>
<list list-type="bullet">
<list-item><p>Antioxidant activity determined by ABTS</p></list-item>
</list>
<p>A total of 10&#x202F;&#x03BC;L of the previously prepared Extract C was transferred into a spectrophotometric cuvette, followed by the addition of 290&#x202F;&#x03BC;L of ABTS (2,2&#x2032;-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)) reagent. The mixture was gently shaken using a micro shaker and maintained under constant agitation and complete darkness for 30&#x202F;min. After this period, the absorbance was measured at 734&#x202F;nm using a VarioScan UV&#x2013;Visible spectrophotometer.</p>
<list list-type="bullet">
<list-item><p>Antioxidant activity determined by DPPH</p></list-item>
</list>
<p>A total of 15&#x202F;&#x03BC;L of the previously prepared Extract C was transferred into a spectrophotometric cuvette, followed by the addition of 300&#x202F;&#x03BC;L of DPPH (2,2-diphenyl-1-picrylhydrazyl) reagent. The mixture was gently shaken using a micro shaker and maintained under constant agitation and complete darkness for 30&#x202F;min. After this period, the absorbance was measured at 515&#x202F;nm using a VarioScan UV&#x2013;Visible spectrophotometer.</p>
<p>For each of the reactions described above, a corresponding calibration curve was constructed using different concentrations of analytical-grade ascorbic acid, applying the respective reagent for each method (ABTS, FRAP, and DPPH).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Determination of the final process yield</title>
<p>The final process yield was determined by using equation 1, were Wp corresponds to the final dry mass of powder obtained after the SD process of each treatment described on the experimental design, and Ws that corresponds to the dry mas content present on the liquid solution used for the SD process. Ws was determined by measurement of dry mater content present in the solution using a moisture balance METTLER TOLEDO HE73 (<xref ref-type="disp-formula" rid="E1">Equation 1</xref>).</p>
<disp-formula id="E1">
<label>(1)</label>
<mml:math id="M1">
<mml:mfrac>
<mml:mi mathvariant="italic">Wp</mml:mi>
<mml:mi mathvariant="italic">Ws</mml:mi>
</mml:mfrac>
<mml:mo>&#x2217;</mml:mo>
<mml:mn>100</mml:mn>
</mml:math>
</disp-formula>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Determination of the color of CMP</title>
<p>The methodology used by <xref ref-type="bibr" rid="ref32">Mu&#x00F1;oz-Pabon et al. (2022)</xref> with some modifications was used to determine color changes. Measurements were carried out using a Konica Minolta Spectrophotometer CM-5 with D65 illuminant and an observer angle of 10&#x00B0;. The cuvette was carefully filled to volume with each of the powder samples, and the parameters of luminosity (L) and b&#x002A; (&#x2212;b&#x002A; indicating a bluish tendency and +b&#x002A; indicating yellowish tones) were measured. Each of these parameters was analyzed individually, with the aim of verifying the existence of changes associated with the processing conditions used in spray drying.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Determination of the mean particle size and its morphology on CMP</title>
<p>To determine the microstructural characteristics of the powder obtained by SD, the methodology proposed by <xref ref-type="bibr" rid="ref40">Rinc&#x00F3;n-Bar&#x00F3;n and Andr&#x00E9;s Torres-Rodr&#x00ED;guez (2023)</xref> with some modifications was followed. Initially, a small amount of the sample was dispersed on a sample holder, which was covered with a carbon film. The coating with gold and palladium was carried out in a Denton Vacuum desk IV ion coater for 11&#x202F;min. Once the samples were coated, they were observed using a JEOL JSM-6490LV scanning electron microscope. The results obtained from the observation were analyzed using the Image J software tool, where 500 measurements of the individual area of each particle observed in the photographs were taken. This information was used to construct graphs adjusted to the Poisson normal distribution, where the mean particle size values were obtained. In this way, it was possible to describe the observable morphologies and the particle size distribution in each treatment.</p>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Determination of glass transition temperature of CMP</title>
<p>For this assay, a DSC 25 DISCOVERY SERIES differential scanning calorimeter (TA Instruments) was used, equipped with a Refrigerated Cooling System (RCS) and operating with nitrogen gas at 150&#x202F;mL/min. The equipment features a temperature control precision of &#x00B1; 0.01&#x202F;&#x00B0;C. Calibration was performed using indium (Tm&#x202F;=&#x202F;156.6&#x202F;&#x00B0;C), with helium as the purge gas at a constant flow of 25&#x202F;mL/min. Approximately 0.5&#x202F;mg of each sample was weighed into aluminum heating pans. The samples were initially cooled to &#x2212;20&#x202F;&#x00B0;C and then heated to 120&#x202F;&#x00B0;C at a rate of 5&#x202F;&#x00B0;C/min. This cycle was then repeated in reverse to confirm the Tg values.</p>
</sec>
<sec id="sec12">
<label>2.10</label>
<title>Evaluation of the behavior of CMP dispersed in water at different pH values</title>
<p>According to the results obtained in the previous sections of the manuscript, one treatment was selected based on the maximization of phenolic compounds, antioxidant capacity measured by the FRAP method, and, finally, the final yield of the SD process. To achieve this objective, a numerical optimization process was carried out. Once the predicted responses were obtained, the desirability of each treatment was calculated to select the treatment that best met the objective of the optimization process.</p>
<p>Once the treatment was selected, the hydrodynamic diameter and zeta potential were determined using the method described by <xref ref-type="bibr" rid="ref56">Zotarelli et al. (2017</xref>, <xref ref-type="bibr" rid="ref57">2022)</xref>. First, a solution containing 0.1% CMP was prepared using sodium phosphate buffer solutions (0.01&#x202F;M) ranging from pH 3.0 to 9.0. The samples were then measured in quintuplicate using an Anton Paar Litesizer 500, under the conditions recommended by the software.</p>
</sec>
<sec id="sec13">
<label>2.11</label>
<title>Water absorption isotherms of CMP</title>
<p>The methodology proposed by <xref ref-type="bibr" rid="ref9">Dom&#x00ED;nguez-Ch&#x00E1;vez et al. (2023)</xref> with some modifications was used. Initially, 0.5&#x202F;g of the sample selected in section 3.10 were weighed on a Vapor Sorption Analyzer VSA, Aqualab; subsequently, the analysis conditions on the equipment were adjusted as follows: aw ranging from 0.25 to 0.75 and temperatures of 25, 35, and 45&#x202F;&#x00B0;C. An isotherm was obtained at each set temperature. The first mathematical model used, due to its ability to fit experimental data, was the Brunauer&#x2013;Emmett&#x2013;Teller (BET) model, described in <xref ref-type="disp-formula" rid="E2">Equation 2</xref>, for values of aw ranging between 0.1 and 0.6. Additionally, the Guggenheim-Anderson-de Boer (GAB) mathematical model, described in <xref ref-type="disp-formula" rid="E3">Equation 3</xref>, was also used to contrast the results, modeling the data for values of aw ranging from 0.0 to 0.95.</p>
<disp-formula id="E2">
<label>(2)</label>
<mml:math id="M2">
<mml:mi>M</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2217;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="true">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo stretchy="true">)</mml:mo>
<mml:mo>&#x2217;</mml:mo>
<mml:mo stretchy="true">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>+</mml:mo>
<mml:mo stretchy="true">(</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo stretchy="true">)</mml:mo>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo stretchy="true">)</mml:mo>
</mml:mrow>
</mml:mfrac>
</mml:math>
</disp-formula>
<disp-formula id="E3">
<label>(3)</label>
<mml:math id="M3">
<mml:mi>M</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="italic">Xm</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="true">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo stretchy="true">)</mml:mo>
<mml:mo>&#x2217;</mml:mo>
<mml:mo stretchy="true">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo stretchy="true">)</mml:mo>
</mml:mrow>
</mml:mfrac>
</mml:math>
</disp-formula>
<p>Where M is the equilibrium moisture content, M&#x2080; and Xm are the monolayer moisture content, a<sub>w</sub> is the water activity in the moisture content, C is the absorption constant, and K is the interaction constant in upper layers.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<label>3</label>
<title>Results and discussion</title>
<sec id="sec15">
<label>3.1</label>
<title>Results of the enzymatic extraction of coffee mucilage and selection of hydrolysis parameters</title>
<p>The &#x201C;MAX&#x201D; treatment, as described in the methodology, determined that mucilage accounted for 24.34%&#x202F;&#x00B1;&#x202F;0.0172 of the initial coffee mass, which was set as 100% mucilage content for reference. <xref ref-type="table" rid="tab3">Table 3</xref> describes the results of the experimental design, in first place treatment B1, involving immediate centrifugation after depulping, showed a removal of 27.5%&#x202F;&#x00B1;&#x202F;0.012, attributed solely to mechanical action and fruit characteristics. Reactors B2 and B3 reached mucilage removal rates of 31.9%&#x202F;&#x00B1;&#x202F;0.006 and 35.7%&#x202F;&#x00B1;&#x202F;0.011 after 1.5 and 3.0&#x202F;h, respectively, results that are lower than the once obtained by using the lowest enzyme concentration in the design. The increased removal observed in B2 and B3 may be due to grain agitation weakening the mesocarp&#x2019;s polymeric layer. Additionally, since the beans were not disinfected, the native microbiota (yeasts and pectinolytic bacteria) remained active throughout the process, contributing to mucilage degradation, as occurs in traditional Colombian fermentation practices (<xref ref-type="bibr" rid="ref46">Sierra-L&#x00F3;pez et al., 2023</xref>). In contrast, the mucilage extraction percentages obtained in the treatments where enzymes were applied, relative to the total mucilage content in the coffee beans, ranged from 43.0%&#x202F;&#x00B1;&#x202F;0.023 to 77.5%&#x202F;&#x00B1;&#x202F;0.023. The latter value corresponds to treatment number 12, which used the highest concentration of enzyme N40XL and a 3&#x202F;h reaction time prior to initiating mechanical separation. However, comparing this treatment with treatment number 11 (75.6%&#x202F;&#x00B1;&#x202F;0.002), no statistically significant difference was observed; thus, this process condition was selected to carry out the hydrolysis of the depulped coffee beans obtained from the &#x201C;Mira Flores&#x201D; farm. Finally, the MAX concentration of mucilage present in the102 kg of coffee was 22.37%, This result is lower than the estimated total mucilage content present in the beans used to carry out the previously described experimental design. This behavior may be attributed to differences in harvest timing, agroclimatic conditions, agronomic management, postharvest handling, fruit ripeness stage, among other factors that can affect the mucilage content (<xref ref-type="bibr" rid="ref1">Avallone et al., 2000</xref>; <xref ref-type="bibr" rid="ref19">In&#x00E9;s Puerta-Quintero and R&#x00ED;os-Arias, 2011</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Extraction of coffee mucilage resulted from the enzymatic treatment.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Commercial enzymatic cocktail</th>
<th align="center" valign="top">Concentration (%)</th>
<th align="center" valign="top">Time (h)</th>
<th align="center" valign="top">Extraction (%)&#x002A;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">T1(f)</td>
<td align="center" valign="bottom">EF</td>
<td align="center" valign="bottom">0.001%</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">43.0%&#x202F;&#x00B1;&#x202F;0.023</td>
</tr>
<tr>
<td align="left" valign="bottom">T2 (e)</td>
<td align="center" valign="bottom">EF</td>
<td align="center" valign="bottom">0.002%</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">49.3%&#x202F;&#x00B1;&#x202F;0.005</td>
</tr>
<tr>
<td align="left" valign="bottom">T3 (e)</td>
<td align="center" valign="bottom">EF</td>
<td align="center" valign="bottom">0.003%</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">51.7%&#x202F;&#x00B1;&#x202F;0.021</td>
</tr>
<tr>
<td align="left" valign="bottom">T4 (e)</td>
<td align="center" valign="bottom">EF</td>
<td align="center" valign="bottom">0.001%</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">48.9%&#x202F;&#x00B1;&#x202F;0.020</td>
</tr>
<tr>
<td align="left" valign="bottom">T5 (b)</td>
<td align="center" valign="bottom">EF</td>
<td align="center" valign="bottom">0.002%</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">68.0%&#x202F;&#x00B1;&#x202F;0.061</td>
</tr>
<tr>
<td align="left" valign="bottom">T6 (b)</td>
<td align="center" valign="bottom">EF</td>
<td align="center" valign="bottom">0.003%</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">68.2%&#x202F;&#x00B1;&#x202F;0.020</td>
</tr>
<tr>
<td align="left" valign="bottom">T7 (d)</td>
<td align="center" valign="bottom">N40XL</td>
<td align="center" valign="bottom">0.012%</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">57.6%&#x202F;&#x00B1;&#x202F;0.025</td>
</tr>
<tr>
<td align="left" valign="bottom">T8 (cd)</td>
<td align="center" valign="bottom">N40XL</td>
<td align="center" valign="bottom">0.015%</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">57.6%&#x202F;&#x00B1;&#x202F;0.030</td>
</tr>
<tr>
<td align="left" valign="bottom">T9 (c)</td>
<td align="center" valign="bottom">N40XL</td>
<td align="center" valign="bottom">0.018%</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">61.7%&#x202F;&#x00B1;&#x202F;0.003</td>
</tr>
<tr>
<td align="left" valign="bottom">T10 (b)</td>
<td align="center" valign="bottom">N40XL</td>
<td align="center" valign="bottom">0.012%</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">70.4%&#x202F;&#x00B1;&#x202F;0.031</td>
</tr>
<tr>
<td align="left" valign="bottom">T11 (a)</td>
<td align="center" valign="bottom">N40XL</td>
<td align="center" valign="bottom">0.015%</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">75.6%&#x202F;&#x00B1;&#x202F;0.002</td>
</tr>
<tr>
<td align="left" valign="bottom">T12 (a)</td>
<td align="center" valign="bottom">N40XL</td>
<td align="center" valign="bottom">0.018%</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">77.5%&#x202F;&#x00B1;&#x202F;0.023</td>
</tr>
<tr>
<td align="left" valign="bottom">B1</td>
<td align="center" valign="bottom">-</td>
<td align="center" valign="bottom">-</td>
<td align="center" valign="bottom">0</td>
<td align="center" valign="bottom">27.5%&#x202F;&#x00B1;&#x202F;0.012</td>
</tr>
<tr>
<td align="left" valign="bottom">B2</td>
<td align="center" valign="bottom">-</td>
<td align="center" valign="bottom">-</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">31.9%&#x202F;&#x00B1;&#x202F;0.006</td>
</tr>
<tr>
<td align="left" valign="bottom">B3</td>
<td align="center" valign="bottom">-</td>
<td align="center" valign="bottom">-</td>
<td align="center" valign="bottom">3.0</td>
<td align="center" valign="bottom">35.7%&#x202F;&#x00B1;&#x202F;0.011</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Extraction (%)&#x002A; represents the percentage of mucilage extraction relative to its total content in the depulped coffee beans. Different letters indicate that the treatments are statistically different.</p>
</table-wrap-foot>
</table-wrap>
<p>Therefore, hydrolysis process of 102&#x202F;kg of coffee grains and its posterior centrifugation, allowed to obtain 19.07&#x202F;kg of liquid mucilage, corresponding to a final removal efficiency of 83.42%&#x202F;&#x00B1;&#x202F;0.045. The use of a pilot-scale centrifuge likely enhanced mucilage extraction due to its higher operational power compared to the extraction percentage of treatment 11 of the experimental design. These results are comparable to those reported by <xref ref-type="bibr" rid="ref48">Tai et al. (2014)</xref>, who achieved complete detachment of coffee mucilage after 3&#x202F;h of enzymatic hydrolysis at room temperature, without requiring water for separation.</p>
</sec>
<sec id="sec16">
<label>3.2</label>
<title>Effect of the SD conditions on the phenolic content and antioxidant capacity of CMP</title>
<p>Spray drying is a process characterized by high operating temperatures and short residence times within the equipment. This type of technology has been widely used in various studies as it largely helps preserve the bioactive compounds present in the material (<xref ref-type="bibr" rid="ref17">Hern&#x00E1;ndez-Nava et al., 2020</xref>; <xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al., 2010</xref>; <xref ref-type="bibr" rid="ref27">Medina-Torres et al., 2016</xref>; <xref ref-type="bibr" rid="ref56">Zotarelli et al., 2017</xref>).</p>
<p>In the case of the dehydrated coffee mucilage samples, the phenolic content and antioxidant capacity reported in <xref ref-type="table" rid="tab4">Table 4</xref> were significantly affected by both factors, Inlet air temperature and Feed flow (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). However, Inlet air temperature had a greater relevance in the variability of the results obtained. The final mathematical model for each variable is described in <xref ref-type="table" rid="tab3">Table 3</xref>.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Results of the quantification of phenolic content and antioxidant capacity present in CMP.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Sample</th>
<th align="center" valign="top">Inlet air temperature (&#x00B0;C)</th>
<th align="center" valign="top">Feed liquid flow (L/h)</th>
<th align="center" valign="top">Final moisture (%)</th>
<th align="center" valign="top">Phenolic content (mg GAE/ 100&#x202F;g)</th>
<th align="center" valign="top">ABTS (mg AAE/ 100&#x202F;g)</th>
<th align="center" valign="top">DPPH (mg AAE/ 100&#x202F;g)</th>
<th align="center" valign="top">FRAP (mg AAE/ 100&#x202F;g)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">HCM</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="char" valign="top" char="&#x00B1;">204.22 &#x00B1; 2.88</td>
<td align="char" valign="top" char="&#x00B1;">359.49 &#x00B1; 2.21</td>
<td align="char" valign="top" char="&#x00B1;">205.58 &#x00B1; 3.93</td>
<td align="char" valign="top" char="&#x00B1;">340.48 &#x00B1; 0.04</td>
</tr>
<tr>
<td align="left" valign="top">T1</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">0.30</td>
<td align="center" valign="top">4.74&#x202F;&#x00B1;&#x202F;0.15</td>
<td align="char" valign="top" char="&#x00B1;">148.24 &#x00B1; 0.00</td>
<td align="char" valign="top" char="&#x00B1;">237.90 &#x00B1; 10.25</td>
<td align="char" valign="top" char="&#x00B1;">184.04 &#x00B1; 2.18</td>
<td align="char" valign="top" char="&#x00B1;">235.62 &#x00B1; 10.82</td>
</tr>
<tr>
<td align="left" valign="top">T2</td>
<td align="center" valign="top">140</td>
<td align="center" valign="top">0.30</td>
<td align="center" valign="top">4.48&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="char" valign="top" char="&#x00B1;">164.60 &#x00B1; 0.35</td>
<td align="char" valign="top" char="&#x00B1;">264.64 &#x00B1; 4.85</td>
<td align="char" valign="top" char="&#x00B1;">209.56 &#x00B1; 14.85</td>
<td align="char" valign="top" char="&#x00B1;">257.21 &#x00B1; 13.34</td>
</tr>
<tr>
<td align="left" valign="top">T3</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">0.60</td>
<td align="center" valign="top">4.81&#x202F;&#x00B1;&#x202F;0.11</td>
<td align="char" valign="top" char="&#x00B1;">141.13 &#x00B1; 4.49</td>
<td align="char" valign="top" char="&#x00B1;">232.54 &#x00B1; 0.53</td>
<td align="char" valign="top" char="&#x00B1;">180.21 &#x00B1; 3.41</td>
<td align="char" valign="top" char="&#x00B1;">231.91 &#x00B1; 1.25</td>
</tr>
<tr>
<td align="left" valign="top">T4</td>
<td align="center" valign="top">140</td>
<td align="center" valign="top">0.60</td>
<td align="center" valign="top">4.42&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="char" valign="top" char="&#x00B1;">158.37 &#x00B1; 6.27</td>
<td align="char" valign="top" char="&#x00B1;">244.48 &#x00B1; 8.31</td>
<td align="char" valign="top" char="&#x00B1;">202.17 &#x00B1; 11.70</td>
<td align="char" valign="top" char="&#x00B1;">248.91 &#x00B1; 9.00</td>
</tr>
<tr>
<td align="left" valign="top">T5</td>
<td align="center" valign="top">115.85</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">4.85&#x202F;&#x00B1;&#x202F;0.11</td>
<td align="char" valign="top" char="&#x00B1;">138.96 &#x00B1; 2.35</td>
<td align="char" valign="top" char="&#x00B1;">236.63 &#x00B1; 11.16</td>
<td align="char" valign="top" char="&#x00B1;">182.04 &#x00B1; 3.00</td>
<td align="char" valign="top" char="&#x00B1;">233.02 &#x00B1; 17.98</td>
</tr>
<tr>
<td align="left" valign="top">T6</td>
<td align="center" valign="top">144.14</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">4.12&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="char" valign="top" char="&#x00B1;">165.88 &#x00B1; 6.63</td>
<td align="char" valign="top" char="&#x00B1;">251.83 &#x00B1; 6.19</td>
<td align="char" valign="top" char="&#x00B1;">223.58 &#x00B1; 1.23</td>
<td align="char" valign="top" char="&#x00B1;">261.19 &#x00B1; 0.44</td>
</tr>
<tr>
<td align="left" valign="top">T7</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.23</td>
<td align="center" valign="top">5.00&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="char" valign="top" char="&#x00B1;">154.82 &#x00B1; 3.34</td>
<td align="char" valign="top" char="&#x00B1;">263.19 &#x00B1; 3.41</td>
<td align="char" valign="top" char="&#x00B1;">201.36 &#x00B1; 10.02</td>
<td align="char" valign="top" char="&#x00B1;">251.16 &#x00B1; 15.04</td>
</tr>
<tr>
<td align="left" valign="top">T8</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">4.27&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="char" valign="top" char="&#x00B1;">135.53 &#x00B1; 7.11</td>
<td align="char" valign="top" char="&#x00B1;">224.60 &#x00B1; 4.32</td>
<td align="char" valign="top" char="&#x00B1;">179.49 &#x00B1; 5.12</td>
<td align="char" valign="top" char="&#x00B1;">218.31 &#x00B1; 7.14</td>
</tr>
<tr>
<td align="left" valign="top">T9</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">4.93&#x202F;&#x00B1;&#x202F;0.09</td>
<td align="char" valign="top" char="&#x00B1;">147.34 &#x00B1; 0.27</td>
<td align="char" valign="top" char="&#x00B1;">246.28 &#x00B1; 6.37</td>
<td align="char" valign="top" char="&#x00B1;">194.99 &#x00B1; 3.56</td>
<td align="char" valign="top" char="&#x00B1;">238.55 &#x00B1; 0.57</td>
</tr>
<tr>
<td align="left" valign="top">T10</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">4.72&#x202F;&#x00B1;&#x202F;0.09</td>
<td align="char" valign="top" char="&#x00B1;">147.09 &#x00B1; 2.85</td>
<td align="char" valign="top" char="&#x00B1;">253.39 &#x00B1; 6.33</td>
<td align="char" valign="top" char="&#x00B1;">195.84 &#x00B1; 2.26</td>
<td align="char" valign="top" char="&#x00B1;">237.97 &#x00B1; 12.02</td>
</tr>
<tr>
<td align="left" valign="top">T11</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">5.07&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="char" valign="top" char="&#x00B1;">147.82 &#x00B1; 2.05</td>
<td align="char" valign="top" char="&#x00B1;">247.61 &#x00B1; 8.24</td>
<td align="char" valign="top" char="&#x00B1;">195.06 &#x00B1; 1.53</td>
<td align="char" valign="top" char="&#x00B1;">236.99 &#x00B1; 13.65</td>
</tr>
<tr>
<td align="left" valign="top">T12</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">4.12&#x202F;&#x00B1;&#x202F;0.12</td>
<td align="char" valign="top" char="&#x00B1;">146.32 &#x00B1; 0.50</td>
<td align="char" valign="top" char="&#x00B1;">241.90 &#x00B1; 8.38</td>
<td align="char" valign="top" char="&#x00B1;">194.87 &#x00B1; 16.99</td>
<td align="char" valign="top" char="&#x00B1;">229.43 &#x00B1; 3.84</td>
</tr>
<tr>
<td align="left" valign="top">T13</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">4.35&#x202F;&#x00B1;&#x202F;0.09</td>
<td align="char" valign="top" char="&#x00B1;">143.04 &#x00B1; 4.40</td>
<td align="char" valign="top" char="&#x00B1;">244.56 &#x00B1; 5.93</td>
<td align="char" valign="top" char="&#x00B1;">194.19 &#x00B1; 7.38</td>
<td align="char" valign="top" char="&#x00B1;">237.84 &#x00B1; 11.40</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Phenolic content is expressed as mg equivalents of gallic acid (GAE) per 100&#x202F;g of CMP in dry basis (mg GAE/100&#x202F;g); antioxidant capacity measured by ABTS, FRAP and DPPH are expressed as mg equivalents of ascorbic acid (AAE) per 100&#x202F;g of CMP in dry basis (mg AAE/100&#x202F;g).</p>
</table-wrap-foot>
</table-wrap>
<p>Based on the information presented in <xref ref-type="table" rid="tab4">Table 4</xref>, where the phenolic content and antioxidant capacity for coffee mucilage are reported, and highlighting that the formulation made before the drying process is in a 1:1 proportion in terms of soluble solids between the mucilage and the wall material (maltodextrin), which theoretically represents a dilution factor of 0.5 for the bioactive compounds originally present in HCM. Analyzing the information described in <xref ref-type="fig" rid="fig1">Figure 1</xref> and <xref ref-type="table" rid="tab4">Table 4</xref>, it can be observed that in all treatments, the results exceeded the theoretical phenolic content and the theoretical final antioxidant capacity. Additionally, as the process temperature increases, the phenolic content and the final antioxidant activity also significantly increases; this effect is enhanced when the feed flow decreases, approaching the lower limit of the experimental design (0.23&#x202F;L/h).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Response surface of phenolic content and antioxidant capacity in CMP. Phenolic content expressed as mg equivalents of gallic acid per 100&#x202F;g of CMP in dry basis (mg GAE/100&#x202F;g) <bold>(A)</bold>; Antioxidant capacity measured by ABTS <bold>(B)</bold>; Antioxidant capacity measured by FRAP <bold>(C)</bold>; Antioxidant capacity measured by DPPH <bold>(D)</bold>. The results of antioxidant capacity are expressed as mg equivalents of ascorbic acid per 100&#x202F;g of CMP in dry basis (mg AAE/100&#x202F;g).</p>
</caption>
<graphic xlink:href="fsufs-09-1654857-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panels A-D show 3D plots visualizing the effect of temperature and feed liquid flow on various chemical contents and activities. Each plot displays a surface with varying colors from red to blue, indicating different response levels. Axes are labeled with temperature (&#x00B0;C), feed liquid flow (L/h), and respective responses: phenolic content (A), ABTS activity (B), FRAP activity (C), and DPPH activity (D). The interaction between variables is represented by the surface curves.</alt-text>
</graphic>
</fig>
<p>This behavior is similar to that reported by <xref ref-type="bibr" rid="ref2">Baysan et al. (2019)</xref>, <xref ref-type="bibr" rid="ref5">Chong and Wong (2017)</xref>, and <xref ref-type="bibr" rid="ref55">Zhang et al. (2020)</xref>, who described an increase in phenolic compound content as the dehydration process temperature increased in the production of chicozapote, cranberry, and propolis encapsulated powders, respectively.</p>
<p>Firstly, <xref ref-type="bibr" rid="ref5">Chong and Wong (2017)</xref> suggests that this increase could be related to the rapid dehydration of the material caused by the high drying temperatures; this reduces the residence time and exposure of the particles in the drying chamber as the temperature increases. Thus, the material flows more quickly through the system to cooler areas of the equipment, where these compounds may not be significantly affected. On the other hand, <xref ref-type="bibr" rid="ref5">Chong and Wong (2017)</xref>, <xref ref-type="bibr" rid="ref31">Mishra et al. (2014)</xref>, and <xref ref-type="bibr" rid="ref51">Vargas et al. (2024)</xref> argue that high temperatures could promote the depolymerization and synthesis of phenolic compounds in dehydrated samples.</p>
<p>However, <xref ref-type="bibr" rid="ref55">Zhang et al. (2020)</xref> clarifies that this depolymerization and synthesis phenomenon depends on the type of phenolic compounds present in the sample, as some, such as flavonoids, may exhibit high thermal stability. In this context, certain phenolic compounds may undergo changes in their conformation, which could increase their solubility in certain solvents and even enhance their reactivity with the reagent used for the quantification, potentially resulting in a higher total phenolic content measured by the Folin Ciocalteu method in the obtained powders (<xref ref-type="bibr" rid="ref43">Robert et al., 2015</xref>; <xref ref-type="bibr" rid="ref51">Vargas et al., 2024</xref>). Therefore, the use of high process temperatures could promote the formation of Maillard reaction derivatives, which have been investigated for their ability to exhibit antioxidant activity after the drying process (<xref ref-type="bibr" rid="ref18">Horuz et al., 2012</xref>). Likewise, the molecules derived from the Maillard reaction could act as interferents during the quantification of phenols with the Folin Ciocalteu reagent. However, <xref ref-type="bibr" rid="ref8">Do and Nguyen (2018)</xref> clarify that although in some cases the processing temperature may positively influence the antioxidant response of spray dried materials, there is a thermal limit beyond which this behavior may be reversed, possibly promoting a reduction in phenolic compounds content and antioxidant molecules when the drying temperature its above 140&#x202F;&#x00B0;C.</p>
<p>On the other hand, it is observed that the feed flow also influences the final phenolic compound content and final antioxidant capacity in the powder. However, this effect is the inverse of the one observed with the temperature factor, as a lower feed flow results in a higher polyphenol content. This phenomenon could be directly related to the dehydration rate, as lower feed flows generate finer droplets during the atomization stage in the drying chamber crown, compared to larger droplets produced when the feed flow is higher (<xref ref-type="bibr" rid="ref29">Miguel, 2013</xref>). Finer droplets facilitate more efficient and homogeneous dehydration (<xref ref-type="bibr" rid="ref50">Tontul and Topuz, 2017</xref>), which could help preserve a higher phenolic compound content and its final antioxidant capacity in the final powder due to the possible reduction in the residence time of the mucilage powder particles inside the drying chamber.</p>
</sec>
<sec id="sec17">
<label>3.3</label>
<title>Effect of the SD conditions on the final yield of the process</title>
<p>In the case of spray drying of coffee mucilage, the final yield achieved ranged from 37% to 50%. Additionally, <xref ref-type="table" rid="tab5">Table 5</xref> shows that the statistical model indicated that both the process temperature and the feed flow had a significant effect on the response variable. The coefficient of determination (R<sup>2</sup>) was 89.18%, indicating that the model explained a high proportion of the variance in the experimental data. Furthermore, the lack-of-fit was not significant, suggesting that the model adequately described the experimental observations.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Mathematical models obtained from the statistical analysis of the central composite design used.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Parameter</th>
<th align="center" valign="top" colspan="8">Variable</th>
</tr>
<tr>
<th align="center" valign="top">Phenolic content</th>
<th align="center" valign="top">ABTS</th>
<th align="center" valign="top">DPPH</th>
<th align="center" valign="top">FRAP</th>
<th align="center" valign="top">L</th>
<th align="center" valign="top">a</th>
<th align="center" valign="top">Y(%)</th>
<th align="center" valign="top">MPS</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Constant</td>
<td align="center" valign="top">146.66</td>
<td align="center" valign="top">245.34</td>
<td align="center" valign="top">194.98</td>
<td align="center" valign="top">236.08</td>
<td align="center" valign="top">84.23</td>
<td align="center" valign="top">1.95</td>
<td align="center" valign="top">44.67</td>
<td align="center" valign="top">19.15</td>
</tr>
<tr>
<td align="left" valign="top">Temperature (A)</td>
<td align="center" valign="top">8.96&#x002A;</td>
<td align="center" valign="top">7.52&#x002A;</td>
<td align="center" valign="top">13.28&#x002A;</td>
<td align="center" valign="top">9.81&#x002A;</td>
<td align="center" valign="top">&#x2212;0.925&#x002A;</td>
<td align="center" valign="top">0.189&#x002A;</td>
<td align="center" valign="top">2.71&#x002A;</td>
<td align="center" valign="top">1.76&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Feed liquid flow (B)</td>
<td align="center" valign="top">&#x2212;5.08&#x002A;</td>
<td align="center" valign="top">&#x2212;13.65&#x002A;</td>
<td align="center" valign="top">&#x2212;5.29&#x002A;</td>
<td align="center" valign="top">&#x2212;7.31&#x002A;</td>
<td align="center" valign="top">0.227&#x002A;</td>
<td align="center" valign="top">&#x2212;0.045</td>
<td align="center" valign="top">&#x2212;2.53&#x002A;</td>
<td align="center" valign="top">0.91&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">A&#x002A;B</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">&#x2212;3.70</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A<sup>2</sup></td>
<td align="center" valign="top">4.06&#x002A;</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">3.26&#x002A;</td>
<td align="center" valign="top">6.12&#x002A;</td>
<td align="center" valign="top">&#x2212;0.238&#x002A;</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">B<sup>2</sup></td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">&#x2212;2.94&#x002A;</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">0.055</td>
<td align="center" valign="top">&#x2212;1.76&#x002A;</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A<sup>2</sup>&#x002A;B</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">7.27&#x002A;</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A&#x002A;B<sup>2</sup></td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">R<sup>2</sup></td>
<td align="center" valign="top">0.923</td>
<td align="center" valign="top">0.917</td>
<td align="center" valign="top">0.955</td>
<td align="center" valign="top">0.867</td>
<td align="center" valign="top">0.927</td>
<td align="center" valign="top">0.850</td>
<td align="center" valign="top">0.892</td>
<td align="center" valign="top">0.788</td>
</tr>
<tr>
<td align="left" valign="top">R<sup>2</sup> adjusted</td>
<td align="center" valign="top">0.898</td>
<td align="center" valign="top">0.875</td>
<td align="center" valign="top">0.933</td>
<td align="center" valign="top">0.822</td>
<td align="center" valign="top">0.903</td>
<td align="center" valign="top">0.800</td>
<td align="center" valign="top">0.856</td>
<td align="center" valign="top">0.746</td>
</tr>
<tr>
<td align="left" valign="top">R<sup>2</sup> predictive</td>
<td align="center" valign="top">0.785</td>
<td align="center" valign="top">0.750</td>
<td align="center" valign="top">0.789</td>
<td align="center" valign="top">0.704</td>
<td align="center" valign="top">0.842</td>
<td align="center" valign="top">0.661</td>
<td align="center" valign="top">0.695</td>
<td align="center" valign="top">0.592</td>
</tr>
<tr>
<td align="left" valign="top">Lack of fit (<italic>P</italic> value)</td>
<td align="center" valign="top">0.119</td>
<td align="center" valign="top">0.607</td>
<td align="center" valign="top">0.0008</td>
<td align="center" valign="top">0.219</td>
<td align="center" valign="top">0.651</td>
<td align="center" valign="top">0.141</td>
<td align="center" valign="top">0.324</td>
<td align="center" valign="top">0.276</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The parameters marked with (&#x002A;) represent a <italic>p</italic>-value &#x003C; 0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>Spray dehydration of coffee mucilage, like fruit pulps with similar physicochemical characteristics, presented adhesion to the walls of the equipment in preliminary tests, where attempts were made to dehydrate the material without the presence of a wall material, such as maltodextrin (<xref ref-type="bibr" rid="ref56">Zotarelli et al., 2017</xref>, <xref ref-type="bibr" rid="ref57">2022</xref>). For this reason, it was necessary to add the wall material (Maltodextrin 10&#x2013;12 DE) in order to improve the thermal characteristics of the material, aiming to obtain a higher product yield at the end of the process (<xref ref-type="bibr" rid="ref11">Fazaeli et al., 2012</xref>; <xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al., 2010</xref>; <xref ref-type="bibr" rid="ref49">Tonon et al., 2008</xref>).</p>
<p>According to <xref ref-type="fig" rid="fig2">Figure 2</xref>, higher process temperatures during dehydration combined with slow feed flows resulted in a higher yield at the end of the process. As mentioned in previous sections, the combination of these two conditions within the equipment can favor a much faster and more efficient dehydration compared to processes carried out under lower drying temperatures and higher feed flows, conditions that could cause an increase in humidity within this space as a result of excess water vapor inside the system (<xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al., 2010</xref>; <xref ref-type="bibr" rid="ref49">Tonon et al., 2008</xref>; <xref ref-type="bibr" rid="ref50">Tontul and Topuz, 2017</xref>). In this regard, the conditions that maximized the yield could promote rapid dehydration of the material, improving mass transfer processes from inside the atomized droplets, possibly preventing the material from adhering to the equipment walls and reducing the final amount of powder collected in the cyclone collector of the drying equipment (<xref ref-type="bibr" rid="ref11">Fazaeli et al., 2012</xref>). Similarly, establishing a condition of slow feed flow could favor the formation of small droplets, which dehydrate quickly compared to larger droplets that may form when the feed flow increases. These larger droplets could undergo slower dehydration, allowing them to adhere to the drying chamber walls during the drying process and becoming adhesion points for particles still inside the drying chamber, thus reducing the production yield at the end of the process.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Final process yield of SD process.</p>
</caption>
<graphic xlink:href="fsufs-09-1654857-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three-dimensional surface plot showing the relationship between yield percentage and two factors: temperature in degrees Celsius and feed liquid flow in liters per hour. The surface is color-coded, ranging from purple to red, indicating different yield levels across the temperature and flow rate spectrum. The plot's x-axis represents temperature, the y-axis represents flow rate, and the z-axis indicates yield percentage.</alt-text>
</graphic>
</fig>
<p>Authors such as <xref ref-type="bibr" rid="ref11">Fazaeli et al. (2012)</xref>, <xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al. (2010)</xref>, <xref ref-type="bibr" rid="ref49">Tonon et al. (2008)</xref>, <xref ref-type="bibr" rid="ref50">Tontul and Topuz (2017)</xref>, and <xref ref-type="bibr" rid="ref53">Vivek et al. (2021)</xref> state in their research that increasing the feed flow and reducing the process temperature decreases the production yield in spray dryers due to the adhesion of particles to the internal walls of the equipment.</p>
</sec>
<sec id="sec18">
<label>3.4</label>
<title>Effect of the SD conditions on the color of the CMP</title>
<p>The results of this test are presented in <xref ref-type="fig" rid="fig3">Figure 3</xref>. First, the L values (luminosity) ranged from 82.25 to 84.98, showing a significant effect of both experimental factors (temperature and feed flow). The mathematical model showed an R<sup>2</sup> of 92.70% with an no significant lack of fit.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Color change in CMP obtained by SD. Change on Luminosity of the sample <bold>(A)</bold>; changes on &#x00B1;a color component <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fsufs-09-1654857-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">3D surface plots labeled A and B. Plot A displays a gradient surface with coordinates of temperature in degrees Celsius and feed liquid flow in liters per hour, indicating values on the L-axis. Plot B shows a similar gradient surface, indicating values on the a-axis. Both plots depict data variations with a consistent color theme, transitioning from red to blue.</alt-text>
</graphic>
</fig>
<p>On the other hand, the +a values (green to red tones) ranged from 1.68 to 2.32, where only the temperature factor had a significant effect on this variable. In this case, the mathematical model reached an R<sup>2</sup> fit of 85.00%, with no evidence of a significant lack of fit.</p>
<p>Firstly, the process temperature had a greater statistical relevance on these response variables, showing a slight reduction in L towards slightly darker colors and an increase in +a values towards more reddish colors according to the CIELAB scale. This was observed in samples dehydrated at process temperatures close to the upper limit of the experimental design (144.14&#x202F;&#x00B0;C). Authors such as <xref ref-type="bibr" rid="ref13">Ferrari et al. (2012)</xref> state that these changes may be associated with the interaction of sugars present in fruit juices with other compounds, such as proteins, during the Maillard reaction. These types of reactions can lead to a darkening of the material&#x2019;s color, causing the luminosity (L) values to be lower compared to processes carried out under low temperature conditions during drying. However, in some cases, this behavior is reversed depending on the type of material being dehydrated and the concentration of the wall material used. In some cases, high inclusion levels of wall materials such as maltodextrin can favor the production of much lighter powders (<xref ref-type="bibr" rid="ref15">George et al., 2023</xref>; <xref ref-type="bibr" rid="ref37">Pui et al., 2020</xref>; <xref ref-type="bibr" rid="ref52">Villegas-Santiago et al., 2020</xref>).</p>
</sec>
<sec id="sec19">
<label>3.5</label>
<title>Effect of the SD conditions on the particle mean size and microstructural characteristics</title>
<p>According to the photographs captured of the obtained mucilage powders, <xref ref-type="fig" rid="fig4">Figure 4B</xref> that corresponds to treatment 4, shows that most of the particles are spherical and have a corrugated surface; this could be associated with rapid dehydration of the mucilage droplets and their subsequent collapse due to internal tensions in the particle. In general, the mucilage powders have a morphology similar to the reports in the scientific literature (<xref ref-type="bibr" rid="ref38">Pui and Saleena, 2022</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Results of mean particle size (MPS) of CMP and its morphology. Response surface of mean particle size change <bold>(A)</bold>; SEM photography of CMP <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fsufs-09-1654857-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A: A 3D surface plot showing the relationship between temperature (degrees Celsius) and feed liquid flow (liters per hour) against MPS (square micrometers). The surface is colored from blue to red, representing different values. B: A microscopic image of spherical particles clustered together, captured at 500 times magnification, with a scale bar of 50 micrometers.</alt-text>
</graphic>
</fig>
<p>On the other hand, the results analyzed as mean particle size values ranged from 14.93 to 22.03 (&#x03BC;m<sup>2</sup>); these are within the normal ranges for powders obtained through spray drying (<xref ref-type="bibr" rid="ref51">Vargas et al., 2024</xref>). These results had an R<sup>2</sup> of 78.80% with a linear model (see <xref ref-type="table" rid="tab5">Table 5</xref>). In addition, statistical analysis showed that both process temperature and feed flow had significant effects on the particle size distribution of the obtained mucilage powders. The results are described in <xref ref-type="fig" rid="fig4">Figure 4</xref>.</p>
<p>Initially, it can be observed that, under high feed flow conditions, the particle size increases compared to treatments where this process condition was reversed. As mentioned previously, processing plant materials like coffee mucilage with the inclusion of a wall material such as maltodextrin, under slow flow conditions, can promote the atomization of smaller droplets, resulting in much smaller powder particles (<xref ref-type="bibr" rid="ref38">Pui and Saleena, 2022</xref>).</p>
<p>On the other hand, in <xref ref-type="fig" rid="fig4">Figure 4A</xref>, it is observed that as the process temperature increases, there is a noticeable increase in the size of the obtained particles. Authors such as <xref ref-type="bibr" rid="ref7">Dantas et al. (2018)</xref>, <xref ref-type="bibr" rid="ref13">Ferrari et al. (2012)</xref>, and <xref ref-type="bibr" rid="ref49">Tonon et al. (2008)</xref> mention that drying conditions at high temperatures can increase the dehydration rate, rapidly evaporating the water inside the droplets. This phenomenon could promote the formation of a crust on the outer wall of the droplet, slowing the release of water vapor and causing the droplet to expand like a balloon. Once the water is evaporated, the rigid crust initially formed could weaken as a result of a reduction in internal pressure, which would likely result in larger particles with a corrugated surface (<xref ref-type="fig" rid="fig4">Figure 4B</xref>) (<xref ref-type="bibr" rid="ref13">Ferrari et al., 2012</xref>).</p>
</sec>
<sec id="sec20">
<label>3.6</label>
<title>Effect of the SD conditions on the glass transition temperature of CMP</title>
<p>In the case of coffee mucilage powder obtained by SD, the Tg values measured by DSC are reported in <xref ref-type="table" rid="tab6">Table 6</xref>. Initially, it is important to highlight that the raw materials separately have considerably different Tg values, with 35.80&#x202F;&#x00B1;&#x202F;1.790&#x202F;&#x00B0;C for HCM and 138.44&#x202F;&#x00B1;&#x202F;5.537&#x202F;&#x00B0;C for maltodextrin (MD). On the other hand, in the analysis of the points of the experimental design used to evaluate the effect of drying conditions on the final characteristics of the CMP, it was observed that the Tg values ranged from 61.09&#x202F;&#x00B1;&#x202F;1.83 to 62.18&#x202F;&#x00B1;&#x202F;3.11&#x202F;&#x00B0;C, with no statistically significant differences observed between treatments.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Glass transition temperature of CMP obtained by SD.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Tg (&#x00B0;C)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="char" valign="top" char="&#x00B1;">61.09 &#x00B1; 1.83</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="char" valign="top" char="&#x00B1;">61.47 &#x00B1; 2.05</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="char" valign="top" char="&#x00B1;">61.85 &#x00B1; 2.16</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="char" valign="top" char="&#x00B1;">61.40 &#x00B1; 2.33</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="char" valign="top" char="&#x00B1;">61.87 &#x00B1; 3.09</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="char" valign="top" char="&#x00B1;">61.78 &#x00B1; 3.09</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="char" valign="top" char="&#x00B1;">61.67 &#x00B1; 3.09</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="char" valign="top" char="&#x00B1;">62.18 &#x00B1; 3.11</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="char" valign="top" char="&#x00B1;">61.56 &#x00B1; 3.07</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="char" valign="top" char="&#x00B1;">61.04 &#x00B1; 3.05</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="char" valign="top" char="&#x00B1;">61.86 &#x00B1; 3.09</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="char" valign="top" char="&#x00B1;">61.21 &#x00B1; 1.22</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="char" valign="top" char="&#x00B1;">61.15 &#x00B1; 2.38</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Authors such as <xref ref-type="bibr" rid="ref45">Shrestha et al. (2007)</xref> report that the inclusion of maltodextrin in a 1:1 ratio with respect to the soluble solids in fruit juice results in a powder material with a Tg value of 66.40&#x202F;&#x00B0;C, noting that this value significantly increased as the maltodextrin inclusion level increased (<xref ref-type="bibr" rid="ref45">Shrestha et al., 2007</xref>; <xref ref-type="bibr" rid="ref51">Vargas et al., 2024</xref>). However, in the case of coffee mucilage, the goal was to obtain a thermally stable powder matrix, with a mucilage inclusion level corresponding to at least 50% of the final product composition. In this sense, the behavior of the treatments analyzed could be directly related to the fact that each one was formulated under the same 1:1 ratio of soluble solids provided by HCM and MD, allowing the resulting powder from the drying process to have a considerably higher Tg value compared to the characterization of HCM alone, without the drying process conditions having any significant relevance.</p>
</sec>
<sec id="sec21">
<label>3.7</label>
<title>Statistical analysis of the desirability observed in the spray dry treatments</title>
<p>Initially, according to the method described in the book published by <xref ref-type="bibr" rid="ref16">Guti&#x00E9;rrez Pulido and de la Vara Salazar (2008)</xref>, the observed desirability (do) of each treatment was calculated based on the degree of achievement of the optimization objectives for each response variable, using the StatGraphics Centurion 19 statistical analysis software. This information is reported in <xref ref-type="table" rid="tab7">Table 7</xref>. <xref ref-type="bibr" rid="ref16">Guti&#x00E9;rrez Pulido and de la Vara Salazar (2008)</xref> state in their book that (do) can vary between 0 and 1, with the latter being the maximum desirable value for a response variable. As these values approach 1, it means that the objectives of the optimization are met to a greater extent, i.e., the results obtained under the process conditions of treatments yielding (do) values close to 1 closely resemble the responses resulting from the optimized calculation.</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Desirability calculated for each treatment based on the achievement of the optimization objectives.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Observed disability</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">T1</td>
<td align="center" valign="bottom">0.36</td>
</tr>
<tr>
<td align="left" valign="bottom">T2&#x002A;</td>
<td align="center" valign="bottom">0.95</td>
</tr>
<tr>
<td align="left" valign="bottom">T3</td>
<td align="center" valign="bottom">0.09</td>
</tr>
<tr>
<td align="left" valign="bottom">T4</td>
<td align="center" valign="bottom">0.54</td>
</tr>
<tr>
<td align="left" valign="bottom">T5</td>
<td align="center" valign="bottom">0.14</td>
</tr>
<tr>
<td align="left" valign="bottom">T6</td>
<td align="center" valign="bottom">0.88</td>
</tr>
<tr>
<td align="left" valign="bottom">T7</td>
<td align="center" valign="bottom">0.47</td>
</tr>
<tr>
<td align="left" valign="bottom">T8</td>
<td align="center" valign="bottom">0.00</td>
</tr>
<tr>
<td align="left" valign="bottom">T9</td>
<td align="center" valign="bottom">0.41</td>
</tr>
<tr>
<td align="left" valign="bottom">T10</td>
<td align="center" valign="bottom">0.33</td>
</tr>
<tr>
<td align="left" valign="bottom">T11</td>
<td align="center" valign="bottom">0.37</td>
</tr>
<tr>
<td align="left" valign="bottom">T12</td>
<td align="center" valign="bottom">0.35</td>
</tr>
<tr>
<td align="left" valign="bottom">T13</td>
<td align="center" valign="bottom">0.32</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The asterisk (&#x002A;) indicates that Treatment 2 (T2) was selected as the optimal process condition and was therefore used to perform the zeta potential, hydrodynamic particle diameter, and moisture sorption isotherms analyses.</p>
</table-wrap-foot>
</table-wrap>
<p>Considering the above, and analyzing the information reported in <xref ref-type="table" rid="tab7">Tables 7</xref>, <xref ref-type="table" rid="tab8">8</xref>, it is observed that the highest (do) value was obtained for the responses of treatment 2 (T2), which was equal to 0.954. This translates to a 95.4% similarity between the results obtained under the operating conditions described in T2 and the responses obtained from the optimization. On the other hand, treatment 6 (T6) had an observed desirability (do) of 0.878; however, this treatment yielded a lower result in the percentage of final yield achieved. This translates to 87.8% achievement of the optimization objectives for the corresponding response variable; compared to T2, this result is considerably lower, as the latter treatment obtained a desirability close to 100%.</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>Results of the optimization process.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Factor</th>
<th align="center" valign="top">Predicted value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Temperature (&#x00B0;C)</td>
<td align="char" valign="top" char=".">144.90</td>
</tr>
<tr>
<td align="left" valign="top">Feed liquid flow (L/h)</td>
<td align="char" valign="top" char=".">0.35</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Variable</td>
</tr>
<tr>
<td align="left" valign="top">Phenolic content (mg GAE/ 100&#x202F;g)</td>
<td align="char" valign="top" char=".">170.98</td>
</tr>
<tr>
<td align="left" valign="top">ABTS (mg AAE/ 100&#x202F;g)</td>
<td align="char" valign="top" char=".">258.88</td>
</tr>
<tr>
<td align="left" valign="top">FRAP (mg AAE/ 100&#x202F;g)</td>
<td align="char" valign="top" char=".">267.24</td>
</tr>
<tr>
<td align="left" valign="top">DPPH (mg AAE/ 100&#x202F;g)</td>
<td align="char" valign="top" char=".">222.62</td>
</tr>
<tr>
<td align="left" valign="top">L</td>
<td align="char" valign="top" char=".">82.28</td>
</tr>
<tr>
<td align="left" valign="top">a</td>
<td align="char" valign="top" char=".">2.27</td>
</tr>
<tr>
<td align="left" valign="top">Yield (%)</td>
<td align="char" valign="top" char=".">49.42</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In this regard, treatment 2 (T2) was selected as the process condition that allowed for the maximization of phenolic compound content, antioxidant capacity, and the final yield of the coffee mucilage drying process. This treatment was used to perform the Z Potential, hydrodynamic diameter and water sorption isotherms analysis.</p>
</sec>
<sec id="sec22">
<label>3.8</label>
<title>Evaluation of the effect of pH on the Z potential and hydrodynamic particle diameter (HPD) of the mucilage powder</title>
<p>The results of the analysis of the effect of pH on the Z potential and hydrodynamic particle size are reported in <xref ref-type="fig" rid="fig5">Figure 5</xref>. First, the Z potential expressed in mV was &#x2212;15.92; &#x2212;28.65; &#x2212;31.68; &#x2212;32.48; &#x2212;26.48; &#x2212;29.20; and &#x2212;52.72 for pH values of 3.0; 4.0; 5.0; 6.0; 7.0; 8.0; and 9.0, respectively. On the other hand, the hydrodynamic particle diameter expressed in &#x03BC;m was 0.74; 0.52; 0.56; 0.58; 0.51; 0.37; and 0.49 for pH values of 3.0; 4.0; 5.0; 6.0; 7.0; 8.0; and 9.0, respectively.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Effect of pH on zeta potential and hydrodynamic particle diameter of CMP.</p>
</caption>
<graphic xlink:href="fsufs-09-1654857-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graph showing Z potential in millivolts and hydrodynamic diameter in micrometers against pH levels from 3 to 9. Z potential decreases initially, then increases after pH 6, shown with black squares. Hydrodynamic diameter is lower, decreasing initially, and slightly fluctuates, shown with red squares. Error bars are included.</alt-text>
</graphic>
</fig>
<p>Initially, when the pH of the dispersing medium was 3.0, it was observed that the Z potential was &#x2212;15.92&#x202F;mV. This represents instability in the dispersed phase, likely due to the possible aggregation of particles with similar surface charges (<xref ref-type="bibr" rid="ref21">Joshi et al., 2018</xref>; <xref ref-type="bibr" rid="ref35">Koetz and Kosmella, 2007</xref>). Additionally, it is observed that the hydrodynamic particle diameter (DHP) under this pH condition was 0.74&#x202F;&#x03BC;m, a result that is higher than the values obtained at pH 4.0, 5.0, and 6.0, where the Z potential increased in magnitude to values close to &#x2212;30&#x202F;mV (<xref ref-type="bibr" rid="ref21">Joshi et al., 2018</xref>). These values are associated with the threshold that marks the onset of particle stability. It is in this region that a greater degree of repulsion between the particles occurs, and consequently, the HPD could decrease considerably.</p>
<p>Finally, when the pH was 9.0, the results again show an increase in the magnitude of the Z potential and a reduction in HPD; this behavior is much more evident at pH 9.0, where the Z potential was &#x2212;52.72, which can be related to a high degree of repulsion between the particles dispersed in the aqueous medium.</p>
<p>In this sense, coffee mucilage powder, obtained by spray drying, presents reduced stability in aqueous media where the pH is between 4.0 and 8.0; however, at pH 3.0, the powder particles could tend to aggregate and separate through the formation of phases or flocs. This phenomenon is undesirable if the material were to be used in the formulation of foods with pH values close to 3.0 like some fruit juices. Finally, the mucilage powder showed great stability at pH values above 8.0; however, it is uncommon to find foods in such an alkaline range in the food industry. Tough, the values of Z potential observed at pH 5 and 6 represents a medium stability stage, that could represent the possibility to use this raw material in the development and formulation of new foods or products that aim to leverage residual biomass from the major agroindustries in the department and, on a larger scale, from Colombia. This mean that there is a new area of exploration to promote the increase of the stability of the powder dispersed in aqueous media in that pH range.</p>
</sec>
<sec id="sec23">
<label>3.9</label>
<title>Water absorption isotherms of CMP</title>
<p>The results of constructing three water absorption isotherms for coffee mucilage powder and their respective mathematical modeling are recorded in <xref ref-type="fig" rid="fig6">Figure 6</xref> and <xref ref-type="table" rid="tab9">Table 9</xref>. Each of them was adjusted using the Brunauer&#x2013;Emmett&#x2013;Teller (BET) and Guggenheim-Anderson-de Boer (GAB) mathematical models, using the analysis intervals described in the methodology. The modeling results are reported in <xref ref-type="table" rid="tab9">Table 9</xref>, where all the generated isotherms showed an R<sup>2</sup> above 94%. These results showed statistically significant differences among them.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Water absorption isotherms of CMP.</p>
</caption>
<graphic xlink:href="fsufs-09-1654857-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graph showing the relationship between moisture content percentage and water activity at temperatures of twenty-five, thirty-five, and forty-five degrees Celsius. Moisture content increases with water activity, with distinct lines for each temperature.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab9">
<label>Table 9</label>
<caption>
<p>Results of the mathematical modeling using the Brunauer&#x2013;Emmett&#x2013;Teller (BET) and Guggenheim-Anderson-de Boer (GAB) models.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Temperature (&#x00B0;C)</th>
<th align="center" valign="top">(Xm) g/100&#x202F;g b.s</th>
<th align="center" valign="top">(C)</th>
<th align="center" valign="top">R<sup>2</sup> (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">BET</td>
</tr>
<tr>
<td align="left" valign="top">25</td>
<td align="center" valign="top">11.230&#x202F;&#x00B1;&#x202F;0.561<sup>a</sup></td>
<td align="center" valign="top">0.562&#x202F;&#x00B1;&#x202F;0.028<sup>c</sup></td>
<td align="center" valign="top">94.16</td>
</tr>
<tr>
<td align="left" valign="top">35</td>
<td align="center" valign="top">8.923&#x202F;&#x00B1;&#x202F;0.446<sup>bc</sup></td>
<td align="center" valign="top">0.837&#x202F;&#x00B1;&#x202F;0.041<sup>b</sup></td>
<td align="center" valign="top">97.65</td>
</tr>
<tr>
<td align="left" valign="top">45</td>
<td align="center" valign="top">7.667&#x202F;&#x00B1;&#x202F;0.383<sup>c</sup></td>
<td align="center" valign="top">1.081&#x202F;&#x00B1;&#x202F;0.054<sup>a</sup></td>
<td align="center" valign="top">98.60</td>
</tr>
</tbody>
</table>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Temperature (&#x00B0;C)</th>
<th align="center" valign="top">(Xm) g/100&#x202F;g b.s</th>
<th align="center" valign="top">(C)</th>
<th align="center" valign="top">(K)</th>
<th align="center" valign="top">R<sup>2</sup> (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="5">GAB</td>
</tr>
<tr>
<td align="left" valign="top">25</td>
<td align="center" valign="top">13.300&#x202F;&#x00B1;&#x202F;0.665<sup>a</sup></td>
<td align="center" valign="top">0.617&#x202F;&#x00B1;&#x202F;0.030<sup>b</sup></td>
<td align="center" valign="top">0.895&#x202F;&#x00B1;&#x202F;0.044<sup>a</sup></td>
<td align="center" valign="top">98.82</td>
</tr>
<tr>
<td align="left" valign="top">35</td>
<td align="center" valign="top">12.320&#x202F;&#x00B1;&#x202F;0.616<sup>ab</sup></td>
<td align="center" valign="top">0.642&#x202F;&#x00B1;&#x202F;0.032<sup>ab</sup></td>
<td align="center" valign="top">0.921&#x202F;&#x00B1;&#x202F;0.046<sup>a</sup></td>
<td align="center" valign="top">99.57</td>
</tr>
<tr>
<td align="left" valign="top">45</td>
<td align="center" valign="top">10.040&#x202F;&#x00B1;&#x202F;0.502<sup>b</sup></td>
<td align="center" valign="top">0.768&#x202F;&#x00B1;&#x202F;0.038<sup>a</sup></td>
<td align="center" valign="top">0.961&#x202F;&#x00B1;&#x202F;0.048<sup>a</sup></td>
<td align="center" valign="top">99.77</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Monolayer moisture content (Xm); Monolayer absorption energy (C); and Water interaction in upper layers (K). <sup>abc</sup> indicate that the treatments are statistically different.</p>
</table-wrap-foot>
</table-wrap>
<p>Initially, in <xref ref-type="fig" rid="fig6">Figure 6</xref>, a slight plateau phase is observed in aw values lower than 0.28 when the test temperature was 25&#x202F;&#x00B0;C, which contrasts with the results obtained at 35 and 45&#x202F;&#x00B0;C. This could be understood as an increase in water activity without a significant gain in moisture. This behavior describes the way carbohydrates hydrate, where water activity (Wa) may remain constant at low values, allowing surrounding water to only interact with polar sites available on the particle surface. However, as these available binding sites become saturated, an increase in aw could occur, causing these carbohydrates to begin dissolving, allowing moisture content to increase rapidly (<xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al., 2010</xref>).</p>
<p>However, in all the isotherms, it is observed that there is an increase in moisture content in the Wa range between 0 and 0.5. This translates to a high hygroscopicity of the mucilage powder; this affinity for water could promote rapid material deterioration, causing clumping and darkening due to the rapid moisture gain (<xref ref-type="bibr" rid="ref9">Dom&#x00ED;nguez-Ch&#x00E1;vez et al., 2023</xref>).</p>
<p>On the other hand, if we analyze the information described in <xref ref-type="table" rid="tab9">Table 9</xref>, it can be seen that the results obtained for monolayer moisture content (Xm), an important parameter for evaluating material stability, as it defines the moisture content at which a food is most stable against chemical deterioration (<xref ref-type="bibr" rid="ref3">Braga et al., 2020</xref>), ranged from 7.667&#x202F;&#x00B1;&#x202F;0.383 to 11.23&#x202F;&#x00B1;&#x202F;0.561 for the BET model, and from 10.040&#x202F;&#x00B1;&#x202F;0.502 to 13.300&#x202F;&#x00B1;&#x202F;0.665 for the GAB model. These values showed statistically significant differences between them.</p>
<p>First, when the test temperature was 25&#x202F;&#x00B0;C, higher values for Xm were obtained, being 11.23&#x202F;&#x00B1;&#x202F;0.561 (BET) and 13.300&#x202F;&#x00B1;&#x202F;0.665 (GAB); these values decreased considerably when the isotherms were evaluated at higher temperatures, reaching 7.667&#x202F;&#x00B1;&#x202F;0.383 and 10.040&#x202F;&#x00B1;&#x202F;0.502, respectively, for each model.</p>
<p>Authors such as <xref ref-type="bibr" rid="ref22">Junior et al. (2024)</xref> and <xref ref-type="bibr" rid="ref24">Le&#x00F3;n-Mart&#x00ED;nez et al. (2010)</xref> argue that when the test temperature increases, there may be a reduction in the number of active sites on the material surface, which is why Xm decreases as the environment warms. Since the increase in temperature can modify the mobility of water between the vapor phase and the absorbent phase, leading to a reduction in Xm (<xref ref-type="bibr" rid="ref22">Junior et al., 2024</xref>). This idea is reinforced when analyzing the values of C, a parameter that describes the water absorption energy in the monolayer (<xref ref-type="bibr" rid="ref9">Dom&#x00ED;nguez-Ch&#x00E1;vez et al., 2023</xref>) and indicates how strongly water binds to the active sites on the material surface.</p>
<p>In <xref ref-type="table" rid="tab9">Table 9</xref>, it can be observed that the values of C ranged from 0.561&#x202F;&#x00B1;&#x202F;0.028 to 1.081&#x202F;&#x00B1;&#x202F;0.054 for the BET model and from 0.617&#x202F;&#x00B1;&#x202F;0.030 to 0.768&#x202F;&#x00B1;&#x202F;0.038 for the GAB model. It is clear that C increases as the test temperature increases in both mathematical models; which could be interpreted as an increased difficulty for water to bind to the active sites on the monolayer and remain stable. <xref ref-type="bibr" rid="ref3">Braga et al. (2020)</xref> and <xref ref-type="bibr" rid="ref22">Junior et al. (2024)</xref> describe that this phenomenon can be related to a decrease in the material&#x2019;s affinity for water as the test temperature increases, making it more stable against chemical reactions that could occur as aw increases. Finally, the values obtained for K, in the GAB mathematical model, which describes the stability of water in the layers above the monolayer, ranged from 0.895&#x202F;&#x00B1;&#x202F;0.044 to 0.961&#x202F;&#x00B1;&#x202F;0.048, and no statistically significant differences were observed among them. However, when K is close to 1, it is associated with highly hygroscopic materials, since the layers above the monolayer behave similarly to the monolayer, allowing the material to interact strongly with surrounding water (<xref ref-type="bibr" rid="ref22">Junior et al., 2024</xref>). In this sense, coffee mucilage powder is highly hygroscopic, it could be related due to presence of low molecular weight sugars, making it prone to moisture absorption and deterioration during storage. To counteract this, high molecular weight carrier agents such as maltodextrin, natural gums, and proteins are commonly used during spray drying (<xref ref-type="bibr" rid="ref44">Sarabandi et al., 2018</xref>). These materials cloud increase the glass transition temperature (Tg) of the mixture, reducing stickiness and improving powder stability. Additionally, they form a protective matrix around the particles, isolating them from environmental moisture. The use of such coatings enhances flowability, reduces hygroscopicity, and extends the shelf life of the powder. This strategy has been widely applied in similar matrices rich in sugars and bioactive compounds. Overall, these encapsulating agents enable the production of more stable and higher quality powders (<xref ref-type="bibr" rid="ref23">Lee et al., 2018</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec24">
<label>4</label>
<title>Conclusion</title>
<p>The spray drying process applied to coffee mucilage demonstrated that high inlet temperatures combined with low feed flow rates favor the preservation and, in some cases, the enhancement of phenolic compounds and antioxidant capacity, surpassing the theoretically expected values. These conditions also led to the highest process yield. However, although elevated temperatures were beneficial under the conditions studied, further research is needed to establish the upper thermal limits to prevent possible degradation of sensitive compounds in other matrices or formulations. Despite the use of maltodextrin to increase the glass transition temperature of the resulting powder, the material remains highly hygroscopic and exhibits a strong affinity for moisture. Therefore, the implementation of packaging systems with very low water vapor permeability is essential to ensure stability during storage. Complementary stabilization strategies, such as the use of high molecular weight biopolymers or hydrophobic coatings, may further reduce moisture sensitivity and extend shelf life. In terms of colloidal behavior, the powder exhibited moderate stability across most of the tested pH range, with good dispersion stability observed only at pH values above 8, based on Zeta potential and hydrodynamic particle diameter analyses. These findings suggest potential applicability in alkaline formulations; however, additional studies are required to assess its performance in real beverage systems, including ingredient interactions and storage-related stability.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec25">
<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="sec26">
<title>Author contributions</title>
<p>JR: Investigation, Writing &#x2013; original draft, Formal analysis, Data curation, Software, Methodology, Writing &#x2013; review &#x0026; editing. JH: Investigation, Supervision, Methodology, Writing &#x2013; review &#x0026; editing. DR-A: Supervision, Validation, Writing &#x2013; review &#x0026; editing. JD: Methodology, Writing &#x2013; review &#x0026; editing. VR-B: Visualization, Writing &#x2013; review &#x0026; editing. GT: Writing &#x2013; review &#x0026; editing, Visualization.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank Universidad del Cauca and Universidad Icesi for providing the facilities and institutional support to carry out this research. We also express our gratitude to the researchers and collaborators who contributed to the development of this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec27">
<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="ai-statement" id="sec28">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec29">
<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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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/494158/overview">Ashish Rawson</ext-link>, National Institute of Food Technology, Entrepreneurship and Management, Thanjavur (NIFTEM-T), India</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1924221/overview">Miroslav J&#x016F;zl</ext-link>, Mendel University in Brno, Czechia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2088229/overview">Victor Vicent</ext-link>, University of Dar es Salaam, Tanzania</p>
</fn>
</fn-group>
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