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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2024.1487778</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Ingestion of &#x2018;whole cell&#x2019; or &#x2018;split cell&#x2019; <italic>Chlorella</italic> sp., <italic>Arthrospira</italic> sp., and milk protein show divergent postprandial plasma amino acid responses with similar postprandial blood glucose control in humans</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Williamson</surname> <given-names>Ellen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2827826/overview"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Monteyne</surname> <given-names>Alistair J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Van der Heijden</surname> <given-names>Ino</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Abdelrahman</surname> <given-names>Doaa R.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Murton</surname> <given-names>Andrew J.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hankamer</surname> <given-names>Benjamin</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Stephens</surname> <given-names>Francis B.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Wall</surname> <given-names>Benjamin T.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Nutritional Physiology Group, Public Health and Sport Sciences, The Medical School, The University of Exeter</institution>, <addr-line>Exeter</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute for Molecular Bioscience, The University of Queensland</institution>, <addr-line>Brisbane, QLD</addr-line>, <country>Australia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Surgery, University of Texas Medical Branch</institution>, <addr-line>Galveston, TX</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Sealy Centre on Aging, University of Texas Medical Branch</institution>, <addr-line>Galveston, TX</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001"><p>Edited by: Jian Li, Harbin Engineering University, China</p></fn>
<fn fn-type="edited-by" id="fn0002"><p>Reviewed by: Mohamed Dawood, King Saud University, Saudi Arabia</p><p>Arun Karnwal, Lovely Professional University, India</p></fn>
<corresp id="c001">&#x002A;Correspondence: Benjamin T. Wall, <email>b.t.wall@exeter.ac.uk</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1487778</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Williamson, Monteyne, Van der Heijden, Abdelrahman, Murton, Hankamer, Stephens and Wall.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Williamson, Monteyne, Van der Heijden, Abdelrahman, Murton, Hankamer, Stephens and Wall</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec89">
<title>Introduction</title>
<p>Microalgae provide a sustainable basis for protein-rich food production. However, human data concerning microalgae ingestion, subsequent postprandial amino acid (AA) availability and associated metabolic responses are minimal.</p>
</sec>
<sec id="sec80">
<title>Objectives</title>
<p>We investigated ingesting <italic>Arthrospira</italic> sp. (spirulina;SPR), and <italic>Chlorella</italic> sp. (chlorella; in &#x2018;whole cell&#x2019; [WCC] and &#x2018;split cell&#x2019; [SCC] forms, the latter proposed to improve digestibility), compared with a high-quality animal derived protein source (milk; MLK).</p>
</sec>
<sec id="sec81">
<title>Subjects/methods</title>
<p>Ten participants (age; 21&#x2009;&#x00B1;&#x2009;1y, BMI; 25&#x2009;&#x00B1;&#x2009;1&#x2009;kg&#x00B7;m<sup>&#x2212;2</sup>) completed a randomised, crossover, double-blind study, partaking in 4 counterbalanced (for order) experimental visits. At each visit participants ingested SPR, WCC, SCC or MLK drinks containing 20&#x2009;g protein and 75&#x2009;g carbohydrate. Arterialised venous blood samples, indirect calorimetry and visual analogue scales were assessed postabsorptive, and throughout a 5&#x2009;h postprandial period to measure AA, glucose, insulin and uric acid concentrations, whole-body energy expenditure and appetite scores, respectively.</p>
</sec>
<sec id="sec82">
<title>Results</title>
<p>Protein ingestion increased plasma AA concentrations (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) to differing total postprandial total&#x2014;and essential&#x2014;AA availabilities; highest for MLK (86.6&#x2009;&#x00B1;&#x2009;17.8&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>) and SPR (84.9&#x2009;&#x00B1;&#x2009;12.5&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>), lowest for WCC (&#x2212;4.1&#x2009;&#x00B1;&#x2009;21.7&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), with SCC (55.7&#x2009;&#x00B1;&#x2009;11.2&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>) marginally greater than WCC (<italic>p</italic>&#x2009;=&#x2009;0.09). No differences (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) were detected between conditions for postprandial glucose or insulin concentrations, whole-body energy expenditure or appetite scores, but serum uric acid concentrations increased (<italic>p&#x2009;&#x003C;</italic> 0.05) following microalgae ingestion only.</p>
</sec>
<sec id="sec83">
<title>Conclusion</title>
<p>Our data imply that microalgae can present a bioavailable source of protein for human nutrition, however, challenges remain, requiring species selection and/or biomass processing to overcome.</p>
</sec>
</abstract>
<kwd-group>
<kwd>alternative protein</kwd>
<kwd>algal protein</kwd>
<kwd>microalgae protein</kwd>
<kwd>sustainable food</kwd>
<kwd>protein ingredient</kwd>
</kwd-group>
<contract-num rid="cn1">P30-AG024832</contract-num>
<contract-sponsor id="cn1">National Institute on Aging<named-content content-type="fundref-id">10.13039/100000049</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="2"/>
<ref-count count="71"/>
<page-count count="13"/>
<word-count count="10250"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Sustainable Diets</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Environmental and ethical concerns surrounding contemporary dietary protein production (in particular animal-derived proteins) are driving interest in novel and sustainably produced protein sources (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). By way of example, it has been projected that by 2035, 11% of the overall dietary protein market will be made up by alternative proteins (compared with 2% in 2020) (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). A particularly promising group of alternative, non-animal protein sources are microalgae. Microalgae are aquatic photosynthetic microorganisms, and in the present work we also include photosynthetic cyanobacteria under the broader term of &#x2018;microalgae&#x2019;. Literature reviews of the suitability of microalgae as a food source (<xref ref-type="bibr" rid="ref5 ref6 ref7 ref8 ref9">5&#x2013;9</xref>) have highlighted that their cultivation systems offer more sustainable production of protein compared to terrestrial crops and traditional animal agriculture, based on their relatively low land, fresh water and fertiliser requirements, as well as low CO<sub>2</sub> emissions (<xref ref-type="bibr" rid="ref8">8</xref>). Crucially, although genetically diverse (<xref ref-type="bibr" rid="ref10">10</xref>), multiple species of microalgae are naturally rich in protein, on par with animal- and plant-based protein-rich foods or concentrates (35&#x2013;80% protein) (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref11">11</xref>). Two species, <italic>Arthrospira</italic> sp. (commonly known as spirulina) and <italic>Chlorella</italic> sp. (referred to as chlorella), currently dominate the global market of microalgae in human nutrition, emerging from regionally traditional foods to modern micronutrient-rich supplements, typically consumed in small amounts (<xref ref-type="bibr" rid="ref12 ref13 ref14">12&#x2013;14</xref>). However, both species are also naturally high in protein (in some instances up to 70% of their dry weight) and, accordingly are now being considered for their potential to contribute to widespread human dietary protein requirements (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>Dietary protein intake is vital to support human health. Following protein ingestion, amino acids absorbed into the circulation act as signal and substrate for the stimulation of whole-body and tissue-specific protein synthesis, required to maintain body proteostasis, as well as to partly fulfil daily energy requirements (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). However, postprandial plasma amino acid kinetics are specific to a given protein source, determined by various factors, including protein content of the food, amino acid composition, digestibility and intestinal absorption (<xref ref-type="bibr" rid="ref17">17</xref>). Generally, plant-derived protein sources are considered to be of lesser quality in terms of human requirements, than animal-derived proteins (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>), due to typically lower and less balanced essential amino acid compositions and/or inferior protein digestion and absorption kinetics (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). Microalgae protein compositions are typically more similar to animal-derived proteins, in that they are protein rich and balanced in all the essential amino acids (i.e., no single amino acid deficiencies) (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). However, human data investigating the effect of their ingestion on plasma amino acid availability are scarce and, as such, how they compare in terms of their protein bioavailability is largely unknown. Devi et al., 2018 (<xref ref-type="bibr" rid="ref21">21</xref>) measured relative ileal digestibility of <italic>Arthrospira platensis in vivo</italic> in humans, using intrinsically labelled [13C]-<italic>A. platensis</italic>. They reported the average ileal digestibility of <italic>A. platensis</italic> derived essential amino acids as ~85%, comparable to milk proteins (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). Similarly, our group have directly compared human plasma amino acid concentrations following the ingestion of spirulina and milk reporting them as comparable, while chlorella proteins were less bioavailable than both (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>).</p>
<p>A plausible explanation for these data are species differences in the cell wall type of spirulina and chlorella. Chlorella possesses a more robust cell wall structure, therefore likely less predisposed to human digestion (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>). In support of a cell wall limitation, biomass processing steps (e.g., mechanically breaking the cell wall) have indicated improved protein digestibility. <italic>In vitro</italic> this is demonstrated by an increased release of soluble proteins following cell disruption (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). Rodent models generally concur, demonstrating that chlorella protein is better digested (assessed via ileal digestibility and/or faecal nitrogen) in cell disrupted vs. unprocessed biomass (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>), although no marked improvements are observed for spirulina, suggesting that monogastric digestive systems may be sufficient to digest spirulina regardless (<xref ref-type="bibr" rid="ref32">32</xref>). However, in the absence of human data, it is currently unknown if cell wall disruption methods are also sufficient to improve human <italic>in vivo</italic> amino acid uptakes, with chlorella of most relevance.</p>
<p>For novel proteins to be considered for bulk human consumption, other aspects of postprandial metabolism should also be evaluated. For instance, dietary protein ingested within a mixed meal also plays a role in modulating postprandial glycaemia (<xref ref-type="bibr" rid="ref33">33</xref>), and contributes considerably to dietary-induced thermogenesis (<xref ref-type="bibr" rid="ref34">34</xref>) and feelings of satiety (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref36">36</xref>). Additionally, single-cell protein-rich novel foods (i.e., microalgae) fall under the FAO/WHO/UNICEF Protein Advisory Group recommendation to limit dietary nucleic acid (DNA and RNA) load to 2&#x2009;g&#x00B7;day<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). A constituent of nucleic acids are purines, which are metabolised in the liver forming uric acid. Uric acid, if elevated in blood serum, represents a risk factor for various cardio-metabolic diseases (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). Microalgae are naturally rich in nucleic acids (~6.6&#x2009;g&#x00B7;100&#x2009;g<sup>&#x2212;1</sup> dry weight), dependent on growth phase, and taxonomy (e.g., chlorophyta: ~5.9&#x2009;g&#x00B7;100&#x2009;g<sup>&#x2212;1</sup> dry weight, cyanobacteria: ~9.5&#x2009;g&#x00B7;100&#x2009;g<sup>&#x2212;1</sup> dry weight) (<xref ref-type="bibr" rid="ref40">40</xref>) which raises concerns regarding hyperuricemia. Specifically, purine contents of spirulina (1076&#x2009;mg&#x00B7;100&#x2009;g<sup>&#x2212;1</sup>) and chlorella (3182&#x2009;mg&#x00B7;100&#x2009;g<sup>&#x2212;1</sup>) reported in the literature are far in excess of more traditional foods such as cereals and beans (&#x003C; 50&#x2009;mg&#x00B7;100&#x2009;g<sup>&#x2212;1</sup>), eggs and dairy products (&#x003C;13&#x2009;mg&#x00B7;100&#x2009;g<sup>&#x2212;1</sup>), and a variety of raw meats (69&#x2013;285&#x2009;mg&#x00B7;100&#x2009;g<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="ref41">41</xref>). These aspects of acute postprandial metabolism concerned with bulk microalgae ingestion have not been comprehensively considered in human studies, and such data are crucial to establish whether unprocessed microalgae are suitable to support human nutrition.</p>
<p>The primary aim of the present study was to characterise the postprandial plasma amino acid response following ingestion of isonitrogenous boluses of commercially available spirulina (SPR) and chlorella compared with milk protein as a high-quality reference protein source (<xref ref-type="bibr" rid="ref42">42</xref>). We investigated chlorella in both &#x2018;whole cell&#x2019; [WCC; referring to the cells being intact (<xref ref-type="bibr" rid="ref43">43</xref>)] and &#x2018;split cell&#x2019; [SCC; referring to the cell walls being broken (<xref ref-type="bibr" rid="ref44">44</xref>)] preparations to also assess the influence of the cell wall on postprandial plasma amino acid availability. We hypothesised that SCC would have a higher plasma amino acid availability comparable to WCC, but that both chlorella conditions would be lower than milk and spirulina. A secondary goal was to assess the impact of the ingested proteins on serum uric acid concentrations, whole-body energy expenditure, subjective appetite and postprandial glycaemic control; to achieve the latter carbohydrate was co-ingested with each protein bolus (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>).</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Participants</title>
<p>Participant recruitment and data collection were carried out in the Nutritional Physiology Research Unit at the University of Exeter between August 2021 and May 2022. This study was approved by the Sport and Health Sciences Ethics Committee of the University of Exeter (21&#x2013;07-14-A-01) in accordance with the Declaration of Helsinki and is registered at ClinicalTrials.Gov (NCT05401591). Experimental procedures, potential risks, and the purpose of the study were explained to the participants prior to obtaining informed written consent. Before their inclusion in the study, participants attended a screening session which consisted of assessments of body mass, height, blood pressure, body composition (BodPod, Life Measurement, Inc.), and the completion of a routine medical screening questionnaire. Participants were enrolled in the study after being deemed healthy based on these results, with the exclusion criteria of a BMI below 18.5 or above 30&#x2009;kg&#x00B7;m<sup>&#x2212;2</sup>; high blood pressure (&#x003E;140/90&#x2009;mmHg); underlying health conditions which might affect metabolic function; known allergies or intolerance to drink ingredients; or regular smokers.</p>
<p>Fifteen young, healthy participants (age, 21&#x2009;&#x00B1;&#x2009;1&#x2009;years; BMI, 24&#x2009;&#x00B1;&#x2009;1&#x2009;kg&#x00B7;m<sup>2</sup>; male:female, 8:7) were initially recruited and consented to take part in the present study. Three participants withdrew from the study due to adverse effects (vomiting) following the ingestion of a microalgae drink, one participant became uncontactable after their first visit and therefore did not complete all conditions, and one further participant completed the study but due to an incomplete data set were not used for analysis. Therefore, excluding the above mentioned, 10 young, healthy participants (age, 21&#x2009;&#x00B1;&#x2009;1&#x2009;years; BMI, 25&#x2009;&#x00B1;&#x2009;1&#x2009;kg&#x00B7;m<sup>2</sup>; male:female, 7:3) completed this study and comprise the dataset. Participants&#x2019; characteristics (<italic>n</italic>&#x2009;=&#x2009;10) are presented in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Participant characteristics and their habitual dietary intake.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristic</th>
<th align="center" valign="top">Mean&#x2009;&#x00B1;&#x2009;SEM (<italic>n</italic>&#x2009;=&#x2009;10)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Sex (m:f)</td>
<td align="center" valign="top">7:3</td>
</tr>
<tr>
<td align="left" valign="top">Age (years)</td>
<td align="center" valign="top">21.3&#x2009;&#x00B1;&#x2009;0.9</td>
</tr>
<tr>
<td align="left" valign="top">Body mass (kg)</td>
<td align="center" valign="top">71.6&#x2009;&#x00B1;&#x2009;3.3</td>
</tr>
<tr>
<td align="left" valign="top">Height (m)</td>
<td align="center" valign="top">1.7&#x2009;&#x00B1;&#x2009;0.0</td>
</tr>
<tr>
<td align="left" valign="top">BMI (kg&#x00B7;m<sup>2</sup>)</td>
<td align="center" valign="top">24.5&#x2009;&#x00B1;&#x2009;1.2</td>
</tr>
<tr>
<td align="left" valign="top">Lean mass (kg)</td>
<td align="center" valign="top">56.2&#x2009;&#x00B1;&#x2009;3.4</td>
</tr>
<tr>
<td align="left" valign="top">Body fat (%)</td>
<td align="center" valign="top">20.5&#x2009;&#x00B1;&#x2009;2.9</td>
</tr>
<tr>
<td align="left" valign="top">Systolic blood pressure (mmHg)</td>
<td align="center" valign="top">117.6&#x2009;&#x00B1;&#x2009;3.1</td>
</tr>
<tr>
<td align="left" valign="top">Diastolic blood pressure (mmHg)</td>
<td align="center" valign="top">64.7&#x2009;&#x00B1;&#x2009;1.9</td>
</tr>
<tr>
<td align="left" valign="top">Energy intake (MJ&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">9.3&#x2009;&#x00B1;&#x2009;0.8</td>
</tr>
<tr>
<td align="left" valign="top">Carbohydrate intake (g&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">247.1&#x2009;&#x00B1;&#x2009;22.5</td>
</tr>
<tr>
<td align="left" valign="top">Carbohydrate intake (g&#x00B7;kg BW<sup>&#x2212;1</sup>&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">3.5&#x2009;&#x00B1;&#x2009;0.3</td>
</tr>
<tr>
<td align="left" valign="top">Carbohydrate intake (En %)</td>
<td align="center" valign="top">44.5&#x2009;&#x00B1;&#x2009;1.3</td>
</tr>
<tr>
<td align="left" valign="top">Protein intake (g&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">131.2&#x2009;&#x00B1;&#x2009;16.8</td>
</tr>
<tr>
<td align="left" valign="top">Protein intake (g&#x00B7;kg BW<sup>&#x2212;1</sup>&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">1.9&#x2009;&#x00B1;&#x2009;0.2</td>
</tr>
<tr>
<td align="left" valign="top">Protein intake (En %)</td>
<td align="center" valign="top">23.5&#x2009;&#x00B1;&#x2009;2.5</td>
</tr>
<tr>
<td align="left" valign="top">Fat intake (g&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">81.1&#x2009;&#x00B1;&#x2009;10.4</td>
</tr>
<tr>
<td align="left" valign="top">Fat intake (g&#x00B7;kg BW<sup>&#x2212;1</sup>&#x00B7;d<sup>&#x2212;1</sup>)</td>
<td align="center" valign="top">1.1&#x2009;&#x00B1;&#x2009;0.1</td>
</tr>
<tr>
<td align="left" valign="top">Fat intake (En %)</td>
<td align="center" valign="top">31.8&#x2009;&#x00B1;&#x2009;2.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>BMI, body mass index, BW, body weight, En, energy.</p>
</table-wrap-foot>
</table-wrap>
<p>Participants were monitored by a researcher throughout each of their study test days for signs of adverse events. If a participant had an adverse event, the test day was immediately ended to manage participant comfort and avoid the adverse event influencing data collected during the postprandial period. Where an adverse event occurred and the participant had not completed all other test conditions, the entire data set was excluded (i.e., the three participants who withdrew). Adverse events (vomiting) occurred in an additional four participants who were included in the analysis. The onset of these adverse events occurred after &#x003E;210 min of the test day had been completed, missing data analysis was applied for the remaining data points, accounting for &#x003C;4% of data sets. For three of these participants the adverse event was during their final visit, and for one participant it occurred on their third visit, however, they were able to return for the final condition. A flowchart of the described timings of adverse events for all participants (including those withdrawn) are detailed in <xref ref-type="supplementary-material" rid="SM1">Supplementary material 1</xref>. Overall, two adverse events occurred following SPR ingestion, five following WCC, and one following SCC.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Study design</title>
<p>In a randomised, double-blind, crossover and counterbalanced (for order) design, participants completed four experimental test days. Randomisation was performed by an independent researcher using a computerised randomiser. During each visit, participants ingested a beverage containing 20&#x2009;g protein derived from milk (MLK), spirulina (SPR), or chlorella in a whole cell (WCC) or split cell (SCC) form. Arterialised-venous blood samples were collected in the postabsorptive state and at regular time intervals over a 5&#x2009;h postprandial period to assess circulating amino acid, glucose, insulin, and uric acid concentrations. Indirect calorimetry and visual analogue scales (VAS) were used at regular intervals to determine energy expenditure, and subjective appetite and palatability scores, respectively. Test days for a given participant were separated by at least 7&#x2009;days to allow for complete digestion, absorption, and metabolism of the test proteins, and return to habitual dietary habits.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Participant diet and physical activity</title>
<p>Prior to taking part in the trial, participants completed a 3-day food record to assess habitual dietary intake on two weekdays and one weekend day. Records were analysed for energy and macronutrient intake using dedicated software (Nutritics Ltd.). Data are presented in <xref ref-type="table" rid="tab1">Table 1</xref>. Participants were instructed to refrain from vigorous physical activity and alcohol consumption for 24&#x2009;h before each test day. The evening before each test day, participants were provided with a standardised meal. Participants were allowed to choose between 2 standardised meals (energy, kJ/ carbohydrate, g/ fat, g/ protein, g: Meal 1: 1916/49/20/19, Meal 2: 2235/64/17/27) and had to adhere to the same choice prior to each experimental test day.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Experimental protocol</title>
<p>An overview of the experimental protocol is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. On all test days, participants reported to the laboratory at 08:00&#x2009;h after a&#x2009;&#x003E;&#x2009;12&#x2009;h overnight fast and were asked to rest semi-supine on a hospital bed. A Teflon cannula was inserted retrograde into a dorsal hand vein, attached to a 0.9% saline infusion for patency (infusion rate 20&#x2009;mL&#x00B7;h<sup>&#x2212;1</sup>), and placed in a heated hand unit (55&#x00B0;C) for subsequent arterialised-venous blood sampling (<xref ref-type="bibr" rid="ref47">47</xref>). Participants completed a visual analogue scale (VAS) to assess subjective feelings of appetite. These 100&#x2009;mm paper-based scales included questions regarding hunger, satisfaction, fullness and prospective food consumption (<xref ref-type="bibr" rid="ref48">48</xref>). Afterwards, indirect calorimetry (Cortex Metalyzer 2R gas analyser; Cortex) measurements were collected for 20&#x2009;min to record resting metabolic rate. A postabsorptive blood sample was then collected (<italic>t</italic>&#x2009;=&#x2009;0). Participants consumed one of the four protein beverages in a randomised and counterbalanced (for order) manner. They were instructed to consume the beverages within 5&#x2009;min, and drink completion indicated the start of the postprandial period. Consumption of the beverage was followed by a 5&#x2009;h postprandial period during which 11 further arterialised venous blood samples were collected at <italic>t</italic>&#x2009;=&#x2009;15, 30, 45, 60, 90, 120, 150, 180, 210, 240 and 300&#x2009;min, while subjects remained in a semi-supine position throughout. Further appetite VAS recordings were collected at <italic>t</italic>&#x2009;=&#x2009;5, 60, 120, 180, 240 and 300&#x2009;min, with additional beverage palatability questions assessing taste, aftertaste, texture and overall palatability at <italic>t</italic>&#x2009;=&#x2009;5&#x2009;min. The same researcher analysed VAS scales each time to minimise discrepancies, with collected data used to calculate individual and composite appetite and palatability scores as previously reported (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref49">49</xref>) (see section &#x201C;Calculations&#x201D;). Resting metabolic rates were determined hourly at <italic>t</italic>&#x2009;=&#x2009;45, 105, 165, 225, 285 for 15-min intervals. Analysis of the last 5&#x2009;min of each period was used to obtain average <italic>V&#x0307; O<sub>2</sub></italic> and <italic>V&#x0307; CO<sub>2</sub></italic> values to determine energy expenditure following test drink ingestion using the modified Weir equation (<xref ref-type="bibr" rid="ref50">50</xref>) (see section &#x201C;Calculations&#x201D;).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Schematic representation of the experimental protocol. VAS, visual analogue scale.</p>
</caption>
<graphic xlink:href="fnut-11-1487778-g001.tif"/>
</fig>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Experimental beverage preparation</title>
<p>Spirulina; SPR (Bulk&#x2122;, United Kingdom), whole cell chlorella; WCC (eChlorial&#x00AE;, France), and split cell chlorella; SCC (Golden Greens Organic Ltd., United Kingdom) were purchased in dried powder form from commercial suppliers. Specific growing conditions of the biomasses were not provided by the suppliers. Obtainable pertinent information was as follows: WCC was cultivated in glass tubes and the cell walls kept intact (<xref ref-type="bibr" rid="ref43">43</xref>), whereas SCC was grown in pools and after drying their cell walls broken (<xref ref-type="bibr" rid="ref44">44</xref>). The dried microalgae powders were used as received by commercial suppliers with no additional processing performed before beverage preparation (see below). Thorough validation of cell wall disruption was not possible; however, a qualitative optical microscopy approach was taken and provided below (see &#x201C;Qualitative microscopy&#x201D;). All protein sources were independently analysed (Premier Analytical Services, United Kingdom) for energy, macronutrient and amino acid compositions, with the details presented in <xref ref-type="table" rid="tab2">Table 2</xref>. Protein content was calculated as nitrogen (N)&#x2009;&#x00D7;&#x2009;6.25 (N determined via the Kjehdal method by Premier Analytical Services, United Kingdom). While the presence of non-protein nitrogen-containing factors potentially introduces a small amount of error, we consider this to be in line with what is typically accepted within the food industry (<xref ref-type="bibr" rid="ref51">51</xref>) and similar studies within the literature (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref52">52</xref>). To ensure isonitrogenous and isovolumetric conditions could be achieved across beverages, the milk protein beverage consisted of commercially obtained instant full cream milk powder (Nestl&#x00E9; UK Ltd., United Kingdom) dissolved in skimmed milk (Tesco Stores Ltd., United Kingdom).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Nutritional content of the prepared test drinks.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">MLK</th>
<th align="center" valign="top">SPR</th>
<th align="center" valign="top">SCC</th>
<th align="center" valign="top">WCC</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom" colspan="5">Macronutrient content</td>
</tr>
<tr>
<td align="left" valign="bottom">Energy (kJ)</td>
<td align="center" valign="bottom">1991.0</td>
<td align="center" valign="bottom">1681.8</td>
<td align="center" valign="bottom">1739.3</td>
<td align="center" valign="bottom">1770.4</td>
</tr>
<tr>
<td align="left" valign="bottom">Energy (kcal)</td>
<td align="center" valign="bottom">471.3</td>
<td align="center" valign="bottom">396.4</td>
<td align="center" valign="bottom">410.3</td>
<td align="center" valign="bottom">417.9</td>
</tr>
<tr>
<td align="left" valign="bottom">Protein (g)</td>
<td align="center" valign="bottom">20.0</td>
<td align="center" valign="bottom">20.0</td>
<td align="center" valign="bottom">20.0</td>
<td align="center" valign="bottom">20.0</td>
</tr>
<tr>
<td align="left" valign="bottom">Carbohydrate (g)</td>
<td align="center" valign="bottom">75.0</td>
<td align="center" valign="bottom">75.0</td>
<td align="center" valign="bottom">75.0</td>
<td align="center" valign="bottom">75.0</td>
</tr>
<tr>
<td align="left" valign="bottom">Fat (g)</td>
<td align="center" valign="bottom">10.1</td>
<td align="center" valign="bottom">0.8</td>
<td align="center" valign="bottom">2.1</td>
<td align="center" valign="bottom">2.6</td>
</tr>
<tr>
<td align="left" valign="bottom">Fibre (g)</td>
<td align="center" valign="bottom">0.0</td>
<td align="center" valign="bottom">2.9</td>
<td align="center" valign="bottom">4.5</td>
<td align="center" valign="bottom">5.8</td>
</tr>
<tr>
<td align="left" valign="bottom" colspan="5">Amino acid content (g)</td>
</tr>
<tr>
<td align="left" valign="bottom">Alanine</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">1.6</td>
<td align="center" valign="bottom">1.4</td>
<td align="center" valign="bottom">1.3</td>
</tr>
<tr>
<td align="left" valign="bottom">Arginine</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">1.4</td>
<td align="center" valign="bottom">1.0</td>
<td align="center" valign="bottom">1.0</td>
</tr>
<tr>
<td align="left" valign="bottom">Aspartic Acid</td>
<td align="center" valign="bottom">1.8</td>
<td align="center" valign="bottom">2.1</td>
<td align="center" valign="bottom">1.5</td>
<td align="center" valign="bottom">1.6</td>
</tr>
<tr>
<td align="left" valign="bottom">Cysteine</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="bottom">0.2</td>
<td align="center" valign="bottom">0.2</td>
</tr>
<tr>
<td align="left" valign="bottom">Glutamic Acid</td>
<td align="center" valign="bottom">4.7</td>
<td align="center" valign="bottom">2.8</td>
<td align="center" valign="bottom">2.0</td>
<td align="center" valign="bottom">1.8</td>
</tr>
<tr>
<td align="left" valign="bottom">Glycine</td>
<td align="center" valign="bottom">0.4</td>
<td align="center" valign="bottom">1.0</td>
<td align="center" valign="bottom">0.9</td>
<td align="center" valign="bottom">0.9</td>
</tr>
<tr>
<td align="left" valign="bottom">Histidine</td>
<td align="center" valign="bottom">0.6</td>
<td align="center" valign="bottom">0.3</td>
<td align="center" valign="bottom">0.3</td>
<td align="center" valign="bottom">0.4</td>
</tr>
<tr>
<td align="left" valign="bottom">Isoleucine</td>
<td align="center" valign="bottom">1.1</td>
<td align="center" valign="bottom">1.1</td>
<td align="center" valign="bottom">0.4</td>
<td align="center" valign="bottom">0.5</td>
</tr>
<tr>
<td align="left" valign="bottom">Leucine</td>
<td align="center" valign="bottom">2.2</td>
<td align="center" valign="bottom">1.8</td>
<td align="center" valign="bottom">1.2</td>
<td align="center" valign="bottom">1.2</td>
</tr>
<tr>
<td align="left" valign="bottom">Lysine</td>
<td align="center" valign="bottom">1.9</td>
<td align="center" valign="bottom">1.0</td>
<td align="center" valign="bottom">1.3</td>
<td align="center" valign="bottom">1.6</td>
</tr>
<tr>
<td align="left" valign="bottom">Methionine</td>
<td align="center" valign="bottom">&#x2013;</td>
<td align="center" valign="bottom">&#x2013;</td>
<td align="center" valign="bottom">0.4</td>
<td align="center" valign="bottom">0.4</td>
</tr>
<tr>
<td align="left" valign="bottom">Phenylalanine</td>
<td align="center" valign="bottom">1.1</td>
<td align="center" valign="bottom">0.9</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="bottom">Proline</td>
<td align="center" valign="bottom">2.0</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">0.8</td>
<td align="center" valign="bottom">0.8</td>
</tr>
<tr>
<td align="left" valign="bottom">Serine</td>
<td align="center" valign="bottom">1.3</td>
<td align="center" valign="bottom">1.0</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="bottom">Threonine</td>
<td align="center" valign="bottom">1.0</td>
<td align="center" valign="bottom">1.1</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">0.8</td>
</tr>
<tr>
<td align="left" valign="bottom">Tryptophan</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="bottom">Tyrosine</td>
<td align="center" valign="bottom">1.0</td>
<td align="center" valign="bottom">0.9</td>
<td align="center" valign="bottom">0.6</td>
<td align="center" valign="bottom">0.6</td>
</tr>
<tr>
<td align="left" valign="bottom">Valine</td>
<td align="center" valign="bottom">1.4</td>
<td align="center" valign="bottom">1.3</td>
<td align="center" valign="bottom">0.7</td>
<td align="center" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="bottom">EAA</td>
<td align="center" valign="bottom">9.2</td>
<td align="center" valign="bottom">7.6</td>
<td align="center" valign="bottom">5.8</td>
<td align="center" valign="bottom">6.2</td>
</tr>
<tr>
<td align="left" valign="bottom">NEAA</td>
<td align="center" valign="bottom">12.7</td>
<td align="center" valign="bottom">11.5</td>
<td align="center" valign="bottom">9.1</td>
<td align="center" valign="bottom">9.0</td>
</tr>
<tr>
<td align="left" valign="bottom">TAA</td>
<td align="center" valign="bottom">21.8</td>
<td align="center" valign="bottom">19.1</td>
<td align="center" valign="bottom">14.9</td>
<td align="center" valign="bottom">15.2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>MLK, milk; SPR, spirulina; SCC, split cell chlorella; WCC, whole cell chlorella; EAA, essential amino acids; NEAA, non-essential amino acids; TAA, sum of measured amino acids.</p>
</table-wrap-foot>
</table-wrap>
<p>Protein beverages were prepared the evening before test days by adding the amount of powder required (43, 32, 36, and 34&#x2009;g for MLK, SPR, WCC and SCC, respectively) to provide 20&#x2009;g protein to 200&#x2009;mL water, or 200&#x2009;mL skimmed milk (MLK condition). Maltodextrin (Myprotein, United Kingdom) was added to make each drink up to a total of 75&#x2009;g of carbohydrates. Fifteen mL of artificial energy-free vanilla flavouring (Jordan&#x2019;s Skinny Mixes, UK) and 10&#x2009;mL of green energy-free food colouring (Tesco Stores Ltd., United Kingdom) were added for blinding purposes (making all drinks a dark green colour) and mixed for approximately 2&#x2009;min using a food blender. Following drink consumption by the participant, an additional 100&#x2009;mL was added to &#x2018;rinse&#x2019; the bottle and ensure that all protein had been consumed, making a total fluid volume of 400&#x2009;mL consumed by participants on each occasion. Double-blinding of the drinks was achieved by having a different researcher to the one performing the experiment prepare the drinks in a metal, non-transparent bottle ready for consumption. Drinks were refrigerated at 4&#x00B0;C until use. Following ingestion of each drink, volunteers were asked to identify which condition they thought they had received which was noted down without feedback. The overall success rate for volunteers correctly identifying the condition was 60%. Individual successful identification rates were as follows: SPR, 40%; MLK, 100%; SCC, 40%; WCC, 60%, implying partially successful blinding, with the exception of MLK.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Blood sampling and subsequent analysis</title>
<p>Eight mL of arterialised venous blood were collected into a syringe at each sampling point. For each blood sample a 20&#x2009;&#x03BC;L plastic capillary was filled and immediately analysed for blood glucose concentrations (Biosen C-Line GP+, EKF diagnostics). The remaining whole blood was split equally into serum separator tubes (BD Vacutainer SST II tubes, BD Diagnostics), and lithium heparin-containing tubes (BD Vacutainer LH; BD Diagnostics). The blood tubes were handled according to the manufacturer&#x2019;s instructions (serum separator tubes were left at room temperature for 30&#x2009;min to clot prior to centrifugation, lithium-heparin tubes were centrifuged immediately). Following centrifugation (1,300 <inline-formula><mml:math id="M1"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula>g at 4&#x00B0;C for 10&#x2009;min) the resulting blood serum and blood plasma supernatants were aliquoted and stored at &#x2212;80&#x00B0;C until subsequent analysis.</p>
<p>Serum uric acid concentrations were measured enzymatically via colorimetry on a Cobas 8,000 automated analyser (Roche Diagnostics) as described previously (<xref ref-type="bibr" rid="ref37">37</xref>). Serum insulin concentrations were determined using a commercially available ELISA assay kit (DRG Insulin ELISA, EIA-2935, DRG International Inc., United States) following the manufacturer&#x2019;s instructions.</p>
<p>Plasma concentrations of alanine, glutamic acid, glycine, histidine, isoleucine, leucine, lysine, methionine, phenylalanine, proline, serine, threonine, tyrosine, and valine were determined by GC&#x2013;MS with electron impact ionisation (Agilent) as previously described (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref52">52</xref>). Briefly, to prepare samples for GC&#x2013;MS, 10&#x2009;&#x03BC;L of 2&#x2009;mM norleucine were added as an internal standard to 500&#x2009;&#x03BC;L of plasma and deproteinised on ice with 500&#x2009;&#x03BC;L of 15% <sup>w</sup>/<sub>v</sub> 5-sulfosalcylic acid. Samples were then vortexed and centrifuged at 4000 <inline-formula><mml:math id="M2"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula>g for 10&#x2009;min at 4&#x00B0;C. The supernatant was then loaded onto cation-exchange columns. Columns were filled with ddH<sub>2</sub>O, followed by 6&#x2009;mL 0.5&#x2009;M acetic acid and then washed 5 more times with ddH<sub>2</sub>O. Amino acids were then eluted from the columns with 2&#x2009;mL of 6&#x2009;M ammonium hydroxide. The eluate was dried using a Speed-Vac at 60&#x00B0;C and then derivatised via the addition of 50&#x2009;&#x03BC;L of N-tert-butyldimethylsilyl-N-methyltrifluoroacetamide1% tertbutyl-dimethylchlorosilane and 50&#x2009;&#x03BC;L of acetonitrile, followed by heating at 95&#x00B0;C for 45&#x2009;min. Derivatized samples were subsequently analysed on a GC&#x2013;MS as previously described (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref52">52</xref>).</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Qualitative microscopy</title>
<p>Optical brightfield microscopy was used to qualitatively observe any differences in the commercial suppliers described whole cell- and split cell-chlorella preparations. See <xref ref-type="supplementary-material" rid="SM1">Supplementary material 2</xref> for details.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Calculations</title>
<p>Modified Weir equation (<xref ref-type="bibr" rid="ref50">50</xref>):</p>
<disp-formula id="E1"><mml:math id="M3"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mi mathvariant="italic">Resting</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="italic">energy</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="italic">expenditure</mml:mi><mml:mspace width="0.25em"/><mml:mfenced open="(" close=")"><mml:mrow><mml:mi mathvariant="italic">kcal</mml:mi><mml:mn>.24</mml:mn><mml:mspace width="0.25em"/><mml:msup><mml:mi>h</mml:mi><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfenced></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="1em"/><mml:mo>=</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>3.941</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mi>V</mml:mi><mml:msub><mml:mi>O</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>1.106</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mi>V</mml:mi><mml:mi>C</mml:mi><mml:msub><mml:mi>O</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mo>&#x00D7;</mml:mo><mml:mn>1440</mml:mn></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Appetite score (<xref ref-type="bibr" rid="ref49">49</xref>):</p>
<disp-formula id="E2"><mml:math id="M4"><mml:mi mathvariant="italic">Appetite</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="italic">score</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mfenced open="(" close=")"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mi mathvariant="italic">hunger</mml:mi><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>100</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi mathvariant="italic">fullness</mml:mi></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mi mathvariant="italic">desire</mml:mi><mml:mspace width="0.25em"/><mml:mi>t</mml:mi><mml:mi>o</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="italic">eat</mml:mi></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="1em"/><mml:mo>+</mml:mo><mml:mi mathvariant="italic">prospective</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="italic">food</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="italic">consumption</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:mfenced><mml:mn>4</mml:mn></mml:mfrac></mml:math></disp-formula>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Statistical analysis</title>
<p>Based on previous research using a similar randomised cross-over design (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>), sample size was calculated with differences in postprandial plasma essential amino acid (EAA) incremental area under the curve (iAUC) between protein sources as the primary outcome measure. A sample size of 12 participants was calculated with a power of 80% and a significance level of 0.05 to detect a relevant difference in EAA iAUC between protein sources.</p>
<p>For each parameter, all four conditions were compared within the same statistical test and analysed by a two-way ANOVA with repeated measures (with condition and time as factors). In the event of a significant main effect, Tukey&#x2019;s multiple comparisons tests were applied to locate individual differences. Or, where the iAUC was calculated, a one-way ANOVA was performed to detect significant effects of condition. If a significant main effect was detected, Tukey&#x2019;s multiple comparisons tests were again applied to locate individual differences. Statistical significance was set at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05. <italic>N</italic> =&#x2009;10 unless stated otherwise, with missing data handled using expected-maximisation algorithm. All statistical analysis were performed by using GraphPad Prism version 10 (GraphPad Software). All data are expressed as means with their standard errors.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<label>3</label>
<title>Results</title>
<sec id="sec13">
<label>3.1</label>
<title>Plasma amino acid concentrations</title>
<p>Postabsorptive (i.e., <italic>t</italic>&#x2009;=&#x2009;0) and postprandial plasma total amino acid (TAA), essential amino acid (EAA), and non-essential amino acid (NEAA) concentrations following protein drink ingestion are shown in <xref ref-type="fig" rid="fig2">Figures 2A</xref>,<xref ref-type="fig" rid="fig2">C</xref>,<xref ref-type="fig" rid="fig2">E</xref>. From similar postabsorptive levels, plasma TAA, EAA and NEAA concentrations all increased following drink ingestion (time effects; all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), although to different extents between groups (time x condition interactions; all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Plasma total <bold>(A)</bold>, total essential <bold>(C)</bold> and total non-essential <bold>(E)</bold> amino acid concentrations in the fasting state (<italic>t</italic>&#x2009;=&#x2009;0) and at regular intervals during a 5-h postprandial period following the ingestion of 20&#x2009;g milk protein (<bold>&#x25A1;</bold>, MLK), spirulina protein (<bold>
<italic>&#x0394;</italic>
</bold>, SPR), whole cell chlorella protein (&#x25CF;, WCC), or split cell chlorella protein (<bold>&#x25CB;</bold>, SCC) in healthy young adults (<italic>n</italic>&#x2009;=&#x2009;10). Values are means, with their standard errors represented by vertical bars. Time course data were statistically analysed with a two-way repeated measures ANOVA, significant <italic>p</italic> values are written in bold font. Tukey&#x2019;s multiple comparisons test was applied where appropriate to locate individual differences: a, b, c, d and e indicate values significantly different (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) between SPR vs. WCC, SPR vs. SCC, SPR vs. MLK, MLK vs. SCC, and MLK vs. WCC, respectively. Data are also expressed as iAUC for the total 5-h postprandial responses for total <bold>(B)</bold>, total essential <bold>(D)</bold> and total non-essential <bold>(F)</bold> amino acids. These data were analysed for a main effect with a one-way ANOVA, and Tukey&#x2019;s multiple comparisons test applied to locate individual differences: &#x002A; indicate values significantly different (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) from each other for MLK, SPR, WCC and SCC conditions.</p>
</caption>
<graphic xlink:href="fnut-11-1487778-g002.tif"/>
</fig>
<p>Postabsorptive plasma TAA concentrations (<xref ref-type="fig" rid="fig2">Figure 2A</xref>) for MLK, SPR, WCC and SCC were 1,544&#x2009;&#x00B1;&#x2009;105, 1,514&#x2009;&#x00B1;&#x2009;127, 1,666&#x2009;&#x00B1;&#x2009;144 and 1,507&#x2009;&#x00B1;&#x2009;109&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>, respectively (<italic>p</italic>&#x2009;=&#x2009;0.38). Post drink ingestion, plasma TAA concentrations reached peaks of 2,361&#x2009;&#x00B1;&#x2009;121, 2,344&#x2009;&#x00B1;&#x2009;88, 2002&#x2009;&#x00B1;&#x2009;99 and 2093&#x2009;&#x00B1;&#x2009;126&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup> after 72&#x2009;&#x00B1;&#x2009;26, 78&#x2009;&#x00B1;&#x2009;8, 57&#x2009;&#x00B1;&#x2009;13 and 81&#x2009;&#x00B1;&#x2009;7&#x2009;min, in MLK, SPR, WCC and SCC, respectively. For SCC there was a &#x2018;double peak&#x2019; around 45&#x2009;min and again at 105&#x2009;min. These data translated to different postprandial TAA availabilities between conditions, reflected by postprandial iAUC (above the baseline value) varying significantly (<xref ref-type="fig" rid="fig2">Figure 2B</xref>, <italic>p</italic>&#x2009;=&#x2009;0.002) depending on protein source (MLK; 86.6&#x2009;&#x00B1;&#x2009;17.8, SPR; 84.9&#x2009;&#x00B1;&#x2009;12.5, WCC; &#x2212;4.1&#x2009;&#x00B1;&#x2009;21.7, SCC; 55.7&#x2009;&#x00B1;&#x2009;11.3&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>). Specifically, TAA iAUC following SPR and MLK ingestion were similar (<italic>p</italic>&#x2009;=&#x2009;0.99), but both were higher than WCC (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) but not SCC (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). SCC showed a trend for higher TAA iAUC compared with WCC (<italic>p</italic>&#x2009;=&#x2009;0.09).</p>
<p>A similar pattern was seen with plasma EAA (<xref ref-type="fig" rid="fig2">Figure 2C</xref>), where from similar postabsorptive plasma concentrations (MLK 698&#x2009;&#x00B1;&#x2009;41; SPR 681&#x2009;&#x00B1;&#x2009;48; WCC 744&#x2009;&#x00B1;&#x2009;54; SCC 665&#x2009;&#x00B1;&#x2009;42&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>, <italic>p</italic>&#x2009;=&#x2009;0.39), peak EAA concentrations differed (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) between MLK and SPR (1,171&#x2009;&#x00B1;&#x2009;64 and 1,139&#x2009;&#x00B1;&#x2009;52&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>, respectively) vs. WCC and SCC (881&#x2009;&#x00B1;&#x2009;48 and 894&#x2009;&#x00B1;&#x2009;48&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>, respectively). This translated to different postprandial EAA availabilities, reflected by iAUC varying significantly (<xref ref-type="fig" rid="fig2">Figure 2D</xref>, <italic>p</italic>&#x2009;=&#x2009;0.0002) depending on protein source (MLK; 45.0&#x2009;&#x00B1;&#x2009;10.0, SPR; 42.7&#x2009;&#x00B1;&#x2009;8.6, WCC; &#x2212;11.8&#x2009;&#x00B1;&#x2009;9.9, SCC; 14.3&#x2009;&#x00B1;&#x2009;4.9&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>). Specifically, EAA iAUC following SPR and MLK ingestion were similar (<italic>p</italic>&#x2009;=&#x2009;0.99), both were higher than WCC (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), but not SCC (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). No differences were detected between chlorella conditions (<italic>p</italic>&#x2009;=&#x2009;0.19).</p>
<p>For the NEAA (<xref ref-type="fig" rid="fig2">Figure 2E</xref>), postabsorptive plasma concentrations were similar across conditions (MLK 846&#x2009;&#x00B1;&#x2009;63; SPR 832&#x2009;&#x00B1;&#x2009;79; WCC 922&#x2009;&#x00B1;&#x2009;90; SCC 842&#x2009;&#x00B1;&#x2009;66&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>, <italic>p</italic>&#x2009;=&#x2009;0.64) and the peak NEAA concentrations did not differ (1,221&#x2009;&#x00B1;&#x2009;73, 1,250&#x2009;&#x00B1;&#x2009;59, 1,156&#x2009;&#x00B1;&#x2009;57 and 1,224&#x2009;&#x00B1;&#x2009;87&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup> for MLK, SPR, WCC and SCC, respectively, <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). The NEAA postprandial iAUC (<xref ref-type="fig" rid="fig2">Figure 2F</xref>) varied depending on protein source (MLK; 41, 0.7&#x2009;&#x00B1;&#x2009;8.6, SPR; 42.1&#x2009;&#x00B1;&#x2009;8.9, WCC; 7.6&#x2009;&#x00B1;&#x2009;12.5, SCC; 41.3&#x2009;&#x00B1;&#x2009;7.1&#x2009;mmol&#x00B7;L<sup>&#x2212;1</sup>, <italic>p</italic>&#x2009;=&#x2009;0.046); however, multiple comparisons did not detect individual differences between drinks.</p>
<p>The iAUC for WCC was negative when calculated for the entire 5&#x2009;h postprandial period for TAA and EAA (not NEAA). However, when the postprandial period was split into 0&#x2013;2.5&#x2009;h and 2.5&#x2013;5&#x2009;h periods the WCC iAUC was positive for the first half of the postprandial period. For 0&#x2013;2.5&#x2009;h significant differences were detected (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) for TAA between WCC compared with all other conditions (MLK, SPR and SCC). This is illustrated in <xref ref-type="supplementary-material" rid="SM1">Supplementary material 3</xref>.</p>
<p>Data showing the postprandial plasma responses of each measured individual amino acid are displayed in <xref ref-type="supplementary-material" rid="SM1">Supplementary material 4</xref>. All individual amino acid plasma concentrations reported a time effect (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), except glutamic acid (<italic>p</italic>&#x2009;=&#x2009;0.19). Differences between conditions (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) were only detected for isoleucine, leucine, methionine and tyrosine. Time <inline-formula><mml:math id="M5"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula> condition interactions were reported for all the measured individual amino acid plasma concentrations, except histidine (<italic>p</italic>&#x2009;=&#x2009;0.25) and lysine (<italic>p</italic>&#x2009;=&#x2009;0.13).</p>
</sec>
<sec id="sec14">
<label>3.2</label>
<title>Blood glucose and serum insulin concentrations</title>
<p>From similar postabsorptive values, blood glucose concentrations (<xref ref-type="fig" rid="fig3">Figure 3A</xref>) increased after drink ingestion (time effect; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) but with no differences between conditions (condition and time <inline-formula><mml:math id="M6"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula> condition interaction; <italic>p</italic>&#x2009;=&#x2009;0.20 and 0.99, respectively). Postprandial blood glucose iAUC did not differ between conditions (<xref ref-type="fig" rid="fig3">Figure 3B</xref>, <italic>p</italic>&#x2009;=&#x2009;0.91).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Whole blood glucose <bold>(A)</bold> and serum insulin <bold>(C)</bold> concentration in the fasting state (<italic>t</italic>&#x2009;=&#x2009;0) and at regular intervals during a 5-h postprandial period following the ingestion of 20&#x2009;g milk protein (<bold>&#x25A1;</bold>, MLK), spirulina protein (<bold>&#x0394;</bold>, SPR), whole cell chlorella protein (&#x25CF;, WCC), or split cell chlorella protein (<bold>&#x25CB;</bold>, SCC) in healthy young adults (<italic>n</italic>&#x2009;=&#x2009;10). Data are also expressed as incremental area under the curve (iAUC) for the total 5&#x2009;h postprandial response for whole blood glucose <bold>(B)</bold> and serum insulin <bold>(D)</bold>. Values are means, with their standard errors represented by vertical bars. Time course data were analysed with a two-way repeated measures ANOVA, iAUC data were analysed for a main effect with a one-way ANOVA. Significant <italic>p</italic> values (<italic>p</italic> &#x003C;&#x2009;0.05) are written in bold font.</p>
</caption>
<graphic xlink:href="fnut-11-1487778-g003.tif"/>
</fig>
<p>Postabsorptive and postprandial serum insulin concentrations are presented in <xref ref-type="fig" rid="fig3">Figure 3C</xref>. From similar postabsorptive concentrations (MLK, 11&#x2009;&#x00B1;&#x2009;2; SPR, 14&#x2009;&#x00B1;&#x2009;2; WCC, 14&#x2009;&#x00B1;&#x2009;3; SCC, 15&#x2009;&#x00B1;&#x2009;2&#x2009;mU&#x00B7;L<sup>&#x2212;1</sup>; <italic>p</italic>&#x2009;=&#x2009;0.74), serum insulin concentrations increased following drink ingestion (time effect; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), but with no differences between conditions (condition and time <inline-formula><mml:math id="M7"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula> condition interaction; <italic>p</italic>&#x2009;=&#x2009;0.89 and 0.40, respectively). Postprandial insulin iAUC also did not differ between conditions (<xref ref-type="fig" rid="fig3">Figure 3D</xref>, <italic>p</italic>&#x2009;=&#x2009;0.89).</p>
</sec>
<sec id="sec15">
<label>3.3</label>
<title>Whole body energy expenditure</title>
<p>Resting whole-body energy expenditure in the postabsorptive state and at regular intervals during the 5&#x2009;h postprandial period is displayed in <xref ref-type="fig" rid="fig4">Figure 4</xref>. Postabsorptive resting energy expenditure was equivalent between conditions (MLK, 61&#x2009;&#x00B1;&#x2009;5 [1,475&#x2009;&#x00B1;&#x2009;113]; SPR 66&#x2009;&#x00B1;&#x2009;3 [1,585&#x2009;&#x00B1;&#x2009;74]; WCC, 67&#x2009;&#x00B1;&#x2009;3 [1,609&#x2009;&#x00B1;&#x2009;77]; SCC, 66&#x2009;&#x00B1;&#x2009;5 [1,588&#x2009;&#x00B1;&#x2009;110] kcal&#x00B7; h<sup>&#x2212;1</sup> [kcal&#x00B7;24&#x2009;h<sup>&#x2212;1</sup>]; <italic>p</italic>&#x2009;=&#x2009;0.78). Drink ingestion resulted in a significant increase in energy expenditure from postabsorptive values (time effect; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), and for the entire duration of the postprandial period for MLK (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), and for 2&#x2009;h following the ingestion of WCC and SCC (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). However, no differences between conditions were detected (condition and time <inline-formula><mml:math id="M8"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula> condition interaction; <italic>p</italic>&#x2009;=&#x2009;0.94 and 0.10, respectively).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Energy expenditure in the fasting (<italic>t</italic>&#x2009;=&#x2009;0) state and at hourly intervals during the 5&#x2009;h postprandial period following the ingestion of 20&#x2009;g milk protein (<inline-graphic xlink:href="fnut-11-1487778-i001.tif"/>MLK), spirulina protein (<inline-graphic xlink:href="fnut-11-1487778-i002.tif"/>SPR), whole cell chlorella protein (<inline-graphic xlink:href="fnut-11-1487778-i003.tif"/>WCC), or split cell chlorella protein (<inline-graphic xlink:href="fnut-11-1487778-i004.tif"/>SCC) in healthy young adults (<italic>n</italic>&#x2009;=&#x2009;9). Values are means, with their standard errors represented by vertical bars. Data were analysed with a two-way repeated measures ANOVA and Tukey&#x2019;s multiple comparisons test to locate individual differences: &#x002A; indicates values significantly different from their corresponding fasting value (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
</caption>
<graphic xlink:href="fnut-11-1487778-g004.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.4</label>
<title>VAS responses</title>
<p>Participants&#x2019; subjective composite appetite scores during the experimental trials are presented in <xref ref-type="fig" rid="fig5">Figure 5A</xref>. Individual ratings of hunger, fullness, prospective food intake, and desire to eat are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary material 5</xref>. Following drink ingestion, main effects of time for all appetite variables were observed (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), but no condition effect (<italic>p</italic>&#x2009;=&#x2009;0.83) or time x condition effects (<italic>p</italic>&#x2009;=&#x2009;0.90).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p><bold>(A)</bold> Participant subjective appetite scores measured by Visual Analogue Scale in the fasting state (<italic>t</italic>&#x2009;=&#x2009;0) and at regular intervals during a 5&#x2009;h postprandial period following the ingestion of 20&#x2009;g milk protein (<bold>&#x25A1;</bold>, MLK), spirulina protein (<bold>&#x0394;</bold>, SPR), whole cell chlorella protein (&#x25CF;, WCC), or split cell chlorella protein (<bold>&#x25CB;</bold>, SCC) in healthy young adults (<italic>n</italic>&#x2009;=&#x2009;10). Values are means, with their standard errors represented by vertical bars. For this time course data, all conditions were statistically analysed with a two-way repeated measures ANOVA. Significant <italic>p</italic> values (<italic>p</italic> &#x003C;&#x2009;0.05) are written in bold font. <bold>(B)</bold> Overall drink palatability scores of participants were recorded by Visual Analogue Scale, 5&#x2009;min following the ingestion of 20&#x2009;g milk protein (<bold>&#x25A1;</bold>, MLK), spirulina protein (<bold>&#x0394;</bold>, SPR), whole cell chlorella protein (&#x25CF;, WCC), or split cell chlorella protein (<bold>&#x25CB;</bold>, SCC) in healthy young adults (<italic>n</italic>&#x2009;=&#x2009;10). All conditions were statistically analysed with a one-way ANOVA (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0001) and Tukey&#x2019;s multiple comparison test applied to locate individual differences. &#x002A; indicates significant difference (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
</caption>
<graphic xlink:href="fnut-11-1487778-g005.tif"/>
</fig>
<p>A subjective &#x2018;overall palatability&#x2019; score for each condition is presented in <xref ref-type="fig" rid="fig5">Figure 5B</xref>, with values recorded of MLK 72&#x2009;&#x00B1;&#x2009;6&#x2009;mm, SPR 30&#x2009;&#x00B1;&#x2009;7&#x2009;mm, WCC 26&#x2009;&#x00B1;&#x2009;7&#x2009;mm and SCC 36&#x2009;&#x00B1;&#x2009;5&#x2009;mm. Palatability scores for taste, smell, aftertaste, and texture are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary material 6</xref>. Scores of each palatability variable, including overall palatability, differed between protein sources (condition effect; all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). Across all variables, except texture, MLK scored higher than all microalgae drinks (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.02), and there were no differences between the microalgae drinks (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). For texture, the only difference detected was MLK scoring higher than WCC (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.03).</p>
</sec>
<sec id="sec17">
<label>3.5</label>
<title>Serum uric acid concentration</title>
<p>Serum uric acid concentrations in the postabsorptive state and over the 5&#x2009;h postprandial period are shown in <xref ref-type="fig" rid="fig6">Figure 6</xref>. Postabsorptive serum uric acid concentrations were similar in all conditions (MLK, 314&#x2009;&#x00B1;&#x2009;15; SPR, 313&#x2009;&#x00B1;&#x2009;22; WCC, 316&#x2009;&#x00B1;&#x2009;22; SCC, 286&#x2009;&#x00B1;&#x2009;17; <italic>p</italic>&#x2009;=&#x2009;0.68). There was a significant time (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0001) and time <inline-formula><mml:math id="M9"><mml:mo>&#x00D7;</mml:mo></mml:math></inline-formula> condition interaction (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0001), but no significant effect of the condition alone (<italic>p</italic>&#x2009;=&#x2009;0.21). In the MLK condition, serum uric acid concentrations decreased steadily across the postprandial period, whereas for the microalgae conditions (SPR, WCC and SCC) serum uric acid concentrations increased by 1&#x2009;h and remained elevated for the duration of the postprandial period, such that at 300&#x2009;min post drink ingestion, differences were detected between MLK and all microalgae conditions (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; with no individual differences postprandially between microalgae conditions).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Serum uric acid concentration in the fasting state (<italic>t</italic>&#x2009;=&#x2009;0) and at intervals (60, 180 and 300&#x2009;min) during the 5-h postprandial period following the ingestion of 20&#x2009;g milk protein (<bold>&#x25A1;</bold>, MLK), spirulina protein (<bold>&#x0394;</bold>, SPR), whole cell chlorella protein (&#x25CF;, WCC), or split cell chlorella protein (<bold>&#x25CB;</bold>, SCC) in healthy young adults (<italic>n</italic>&#x2009;=&#x2009;10). Values are means, with their standard errors represented by vertical bars. All conditions were statistically analysed with a two-way repeated measures ANOVA and Tukey&#x2019;s multiple comparison test applied to locate individual differences (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05): a, b and c indicate values significantly different between SPR vs. MLK, MLK vs. SCC, and MLK vs. WCC, respectively.</p>
</caption>
<graphic xlink:href="fnut-11-1487778-g006.tif"/>
</fig>
</sec>
<sec id="sec18">
<label>3.6</label>
<title>Qualitative cell disruption</title>
<p>See <xref ref-type="supplementary-material" rid="SM1">Supplementary material 2</xref> for optical brightfield microscopy images of whole cell- and split cell-chlorella. Observationally, fewer cell clusters were observed in the split cell compared with the whole cell-chlorella preparation.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec19">
<label>4</label>
<title>Discussion</title>
<p>In the present study, we assessed the postprandial metabolic responses of 10 healthy young adults to the ingestion of isonitrogenous (20 g protein) (<xref ref-type="bibr" rid="ref55">55</xref>, <xref ref-type="bibr" rid="ref56">56</xref>) and carbohydrate matched (75 g) (<xref ref-type="bibr" rid="ref46">46</xref>) boluses of the cyanobacteria, spirulina, and the microalgae, chlorella (in a whole cell and split cell preparation), in comparison with milk protein as a commonly studied reference protein (<xref ref-type="bibr" rid="ref57">57</xref>, <xref ref-type="bibr" rid="ref58">58</xref>). We first confirmed that commercially available spirulina, whole cell- and split cell-chlorella were rich in protein (62, 56 and 58% of total dry mass, respectively) and essential amino acids (EAA; 40, 41 and 39% of total protein, respectively). We then show broadly similar postprandial metabolic responses (e.g., diet induced thermogenesis, plasma glucose clearance, satiety etc.) following ingestion of all these protein sources, with the exception of postprandial circulating amino acid and uric acid concentrations. Specifically, total postprandial amino acid availability was greater with milk and spirulina compared with chlorella, though split cell chlorella tended to be higher than whole cell chlorella. Finally, irrespective of microalgae/cyanobacteria species, their ingestion raised serum uric acid concentrations to near clinically significant levels, while milk did not.</p>
<p>Postprandial metabolism is affected by dietary protein ingestion beyond just the provision of amino acids as precursors for protein synthesis, by contributing towards insulin secretion, glycaemic control, dietary induced thermogenesis and appetite regulation (<xref ref-type="bibr" rid="ref33 ref34 ref35 ref36">33&#x2013;36</xref>, <xref ref-type="bibr" rid="ref59">59</xref>). Establishing these responses to microalgae ingestion is paramount before progressing them as a viable protein source. Hence, to examine any potential role of differing amino acid compositions, macro- and micro-nutrient contents, and food matrices between the diverse food sources on glycaemic control, we added simple carbohydrate to the drinks to a total of 75&#x2009;g, a strategy that mimics a mixed meal tolerance test (<xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>). Though the potent insulin response to simple carbohydrates likely masked our ability to detect differences in the insulinotropic potential of the different protein sources, it did allow us to show that the postprandial glucose responses did not differ between conditions, indicating similar levels of glycaemic control. Furthermore, we report that the microalgae conditions appropriately induced a dietary thermogenic effect, and satiety response, to the same extent as milk protein. It is therefore reasonable to assume that microalgae, as a bulk source of protein and under mixed meal conditions, are able to regulate postprandial metabolism in the same way as more traditional proteins (i.e., milk).</p>
<p>We then assessed microalgae protein in terms of its ability to deliver amino acids to the circulation (i.e., bioavailability). In line with our assumption of milk as an appropriate high quality animal protein to use as a control condition, the milk protein drink used in the present work was EAA rich (42%), and its ingestion resulted in rapid increases in blood concentrations of all amino acids, followed by a gradual decline across the postprandial period. This response is in line with previous work (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref58">58</xref>, <xref ref-type="bibr" rid="ref60">60</xref>) and is indicative of a high quality and bioavailable dietary protein source (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref61">61</xref>). Spirulina ingestion elicited similar peak plasma total amino acid responses (both in speed [milk; 72, spirulina; 78&#x2009;min] and magnitude [milk; 1,544, spirulina; 1,514&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>]), and plasma availability of total amino acids, EAAs and non-EAAs across the 5&#x2009;h postprandial period (indicated by iAUC). These data are in line with recent work (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>), and confirmed our hypothesis that spirulina represents a viable protein source that appears to be effectively digested and absorbed and, as a result, implies a similar amino acid bioavailability to milk protein. The present literature typically describes plant derived proteins as less bioavailable than animal proteins, which limits their ability to stimulate muscle protein synthesis (<xref ref-type="bibr" rid="ref18">18</xref>) and the adaptive response to exercise training (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref62">62</xref>). Therefore, our data of a more amino acid balanced, non-animal protein source, and achieving equivalent amino acid bioavailability to milk (a high-quality animal derived protein source) shows promise for microalgae to occupy a role in supporting a sustainable food future.</p>
<p>Chlorella ingestion, on the other hand, resulted in lower total postprandial plasma amino acid availabilities compared with milk and spirulina, albeit with small improvements noted in split vs. whole cell preparations. Although whole cell chlorella ingestion resulted in the quickest postprandial plasma amino acid peak (57&#x2009;min) of all the protein sources, it also exhibited the smallest magnitude peak (2002&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup>) and had the lowest 5&#x2009;h total amino acid availability. In fact, we reported an overall negative total plasma amino acid and EAA availability for whole cell chlorella across the 5&#x2009;h postprandial period, driven by negative values from 2.5&#x2013;5&#x2009;h after protein ingestion compared to baseline (but not at 0&#x2013;2.5&#x2009;h). This suggests that postprandial plasma amino acid disappearance (i.e., protein synthesis and oxidation, stimulated as a result of rises in circulating amino acids and insulin) was greater than the exogenous appearance from the chlorella (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>), underlining its poor digestibility.</p>
<p>This interpretation extends to most (grouped) amino acids we observed; for instance, the differences in EAA content between milk and split cell chlorella, and milk and whole cell chlorella were 37 and 33% respectively, yet the differences in plasma EAA 5&#x2009;h iAUC were 68 and 126%, respectively. Similarly, the difference in leucine contents between milk and split cell chlorella or whole cell chlorella were 45%, yet 64 and 153% differences existed in its postprandial availability, respectively. These data are broadly in line with our previous work (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>) though here seemingly less (statistically at least) striking. This reduced effect size may be explained by the present work serving a smaller protein dose minimising differences between species, including the co-ingestion of carbohydrate likely slowing digestion and/or absorption allowing for greater intestinal microvilli transit exposure (<xref ref-type="bibr" rid="ref63">63</xref>), or using different commercial suppliers and therefore different algal cultivation and processing. Collectively, the present work paired with our previous data (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>) indicate that, despite chlorella being a protein and essential amino acid rich potential food source, it is considerably less bioavailable than a range of other protein sources including plant proteins such as pea and lupin. Though we have previously reported that this does not appear to limit its potential to acutely stimulate muscle protein synthesis rates (<xref ref-type="bibr" rid="ref24">24</xref>), it does imply chlorella may be sub-optimal as a future protein source applied more broadly within human nutrition.</p>
<p>Notably, our ability to observe small <italic>in vivo</italic> differences in postprandial amino acid availability of different chlorella preparations, with commercially reported &#x2018;intact cells&#x2019; (<xref ref-type="bibr" rid="ref43">43</xref>) or &#x2018;broken cell walls&#x2019; (<xref ref-type="bibr" rid="ref44">44</xref>) is encouraging that further optimisation is possible. For instance, in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 2</xref> we detail our qualitative efforts to explore the effectiveness of the reported cell disruption with basic microscopy; fewer cell clusters were observed in split cell chlorella compared with whole cell chlorella - cell clusters in both preparations are likely formed during (spray) drying (<xref ref-type="bibr" rid="ref64">64</xref>). This suggests some disruption to the crude biomass, but visually most cells still appear intact. Since chlorella possesses a complex multi-layered cell wall consisting of various insoluble and indigestible polysaccharides (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref26">26</xref>), more vigorous cell disruption techniques may increase the fragmenting of cell walls, thereby improving chlorella digestibility. This is supported by experiments performed <italic>in vitro</italic> and in animal models, where optimising cell disruption methods improve indirect measures (e.g., protein yields, faecal protein calculations etc.) of digestibility (<xref ref-type="bibr" rid="ref26 ref27 ref28">26&#x2013;28</xref>, <xref ref-type="bibr" rid="ref30">30</xref>). Such processing appears unnecessary for spirulina as it is evidently more digestible likely due to its less robust gram-negative cell wall type.</p>
<p>In addition to cell wall structures, the divergent postprandial amino acid responses following chlorella or spirulina ingestion may also be influenced by other species differences, such as differing inherent protein types. For example, spirulina contains the light harvesting pigment-protein complex phycocyanin, which does not occur in green algae (e.g., chlorella). Phycocyanin accounts for ~20% of spirulina protein, is soluble in water and, importantly, is rapidly digested by pepsin (<xref ref-type="bibr" rid="ref65">65</xref>), making human digestion feasible. Contrastingly, 20% of chlorella proteins (including light harvesting membrane proteins) are bound to the cell wall (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref66">66</xref>), which may be speculated to reduce bioaccessibility to the amino acids. Finally, in these preparations, spirulina had roughly half the fat and fibre content compared to both chlorella preparations (<xref ref-type="table" rid="tab2">Table 2</xref>). Higher content of these macronutrients are generally reported to delay protein digestibility (<xref ref-type="bibr" rid="ref67 ref68 ref69">67&#x2013;69</xref>), possibly contributing to differing postprandial amino acid concentrations. Future food science approaches designed to exploit microalgae as a bulk protein source for human nutrition should therefore consider these inherent species differences.</p>
<p>Aside from challenges associated with improving microalgae (specifically chlorella) protein bioavailability, our data raised broader issues concerning the suitability for human consumption, previously unaddressed due to only small quantities being ordinarily consumed. For example, the 20&#x2009;g serving of microalgae protein increased concentrations of serum uric acid to near clinically significant levels (i.e., &#x003E;420 and&#x2009;&#x003E;&#x2009;360&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup> for men and women, respectively) (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref70">70</xref>) for the entire 5&#x2009;h postprandial period. Mean maximum uric acid concentrations following spirulina, split cell chlorella and whole cell chlorella ingestion reached 397, 361, and 403&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup> for male participants and 332, 330, and 318&#x2009;&#x03BC;mol&#x00B7;L<sup>&#x2212;1</sup> in female participants, respectively. Similar elevations of circulating uric acid have only been previously reported across multi-day microalgae ingestion studies (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref71">71</xref>). Although it is yet to be determined if these short-term elevations directly translate to impairments in longer term health, there is an established association between circulating uric acid concentrations and various cardio-metabolic conditions (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref71">71</xref>). This therefore poses a potential barrier to recommendations of widespread human consumption of microalgae protein. Processing techniques have previously been applied in other foods to obviate these concerns (e.g., heat treatment reducing nucleic acid content in mycoprotein) (<xref ref-type="bibr" rid="ref37">37</xref>), and so analogous approaches should be explored for potential algal based foods. Furthermore, we also report clear palatability issues with microalgae, both with respect to acceptability (e.g., low taste and smell scores) and frequency of adverse responses (vomiting). The apparent &#x003E;2&#x2009;h onset required for adverse responses to manifest may imply the co-ingestion of carbohydrate and the previously mentioned consequent delay in amino acid absorption may also alter the metabolism and transit of other noxious (micro)nutrients. The observation that no such events took place in previous work (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>) that did not co-ingest carbohydrate supports this interpretation. Whether this would remain a problem if microalgae were incorporated into future foods remains to be established.</p>
</sec>
<sec sec-type="conclusions" id="sec20">
<label>5</label>
<title>Conclusion</title>
<p>We conclude that microalgae/cyanobacteria may represent a bioavailable source of dietary protein <italic>in vivo</italic> in humans, although consideration to species selection and/or biomass processing is required. Our data confirm that spirulina is comparable in its ability to provide postprandial systemic amino acids with a high-quality animal protein, and therefore its incorporation into human diets should be considered as a sustainable protein alternative. Chlorella protein however, appears less bioavailable than milk and spirulina, with some improvement apparent when consumed after the disruption of its cell wall. It is clearly desirable for future work to optimise microalgae cell wall disruption methods such that they can maximise nutritional potential, yet be carried out in a scalable and environmentally and economically sustainable manner. In addition, both spirulina and chlorella demonstrated some challenges in their palatability, tolerability, and elevation of serum uric acid concentrations post ingestion, which all represent significant hurdles for their utility in the food industry. These areas require addressing from multidisciplinary angles prior to viewing microalgae as a bulk protein source for incorporation into human diets to ensure food safety and consumer uptake.</p>
<p>Despite these challenges that our work has identified, this proof-of-concept data show that with further development, microalgae offer promise as a sustainable alternative protein source that can contribute to future protein requirements of human diets.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec22">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Sport and Health Sciences Ethics Committee of the University of Exeter. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec23">
<title>Author contributions</title>
<p>EW: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing &#x2013; original draft. AlM: Conceptualization, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. IH: Conceptualization, Methodology, Writing &#x2013; review &#x0026; editing. DA: Formal analysis, Resources, Writing &#x2013; review &#x0026; editing. AnM: Formal analysis, Resources, Writing &#x2013; review &#x0026; editing. BH: Funding acquisition, Supervision, Writing &#x2013; review &#x0026; editing. FS: Conceptualization, Funding acquisition, Methodology, Supervision, Writing &#x2013; review &#x0026; editing. BW: Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Supervision, Visualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec24">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. We thank the University of Queensland, Australia and the University of Exeter, England for their QUEX scholarship support. Murton and Abdelrahman are supported in part by a grant from the National Institute on Aging (P30-AG024832).</p>
</sec>
<sec sec-type="COI-statement" id="sec25">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec26">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec27">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2024.1487778/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2024.1487778/full#supplementary-material</ext-link></p>
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</sec>
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