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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
<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.2024.1390720</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Food Systems</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Toward an innovation radar for cultivated meat: exploring process technologies for cultivated meat and claims about their social impacts</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Woelken</surname> <given-names>Lisa</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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<contrib contrib-type="author">
<name><surname>Weckowska</surname> <given-names>Dagmara M.</given-names></name>
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<contrib contrib-type="author">
<name><surname>Dreher</surname> <given-names>Carsten</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Rauh</surname> <given-names>Cornelia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Food Biotechnology and Food Process Engineering, Technische Universit&#x00E4;t Berlin</institution>, <addr-line>Berlin</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Business and Economics, Freie Universit&#x00E4;t Berlin</institution>, <addr-line>Berlin</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Chunhong Yuan, Iwate University, Japan</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: M. Maria Leena, SRM Institute of Science and Technology, India</p>
<p>Sabine Bornkessel, Osnabr&#x00FC;ck University of Applied Sciences, Germany</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Lisa Woelken, <email>franke@tu-berlin.de</email></corresp>
<corresp id="c002">Cornelia Rauh, <email>cornelia.rauh@tu-berlin.de</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>8</volume>
<elocation-id>1390720</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Woelken, Weckowska, Dreher and Rauh.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Woelken, Weckowska, Dreher and Rauh</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>
<title>Introduction</title>
<p>Cultivated meat has received growing attention since claims were made that cultivated meat can be produced more ethically and sustainably than the current meat production. However, there are still major challenges in the development of cell lines, scaffolding, growth media, and bioprocess, which need to be overcome to reach industrial production levels. Numerous technological innovations have been proposed to overcome these challenges but they have rarely been evaluated with regard to their social sustainability. Consequently, it remains unclear if and how cultivated meat would contribute towards creating inclusive food systems.</p>
</sec>
<sec>
<title>Methods</title>
<p>To bring more clarity, the study identifies different technological solutions that are used or developed for production of cultivated meat and identifies the positive and negative claims about the expected contributions of these technological solutions to social inclusion in food systems, using evidence from the literature review and 11 expert interviews. An innovation radar for cultivated meat is proposed to visualise the variety of technological innovations and the claims about their expected contributions to social sustainability.</p>
</sec>
<sec>
<title>Results</title>
<p>The technologies in the areas cell line development, scaffolding, growth media, and bioprocess are expected to have an impact on inclusion in consumption of cultivated meat. Some cell innovations are expected to raise cognitive barriers due to complex technologies that might be difficult for the consumer to understand. Cultural barriers are expected to be raised by cell innovation entailing genetic engineering and medium innovation using FBS or animal components, which is considered to harm animals. Further, regulatory barriers are expected in the EU if genetic modification is used in the production process, which concerns the areas cells, media, and scaffolding. The innovations for scaffolds are expected to mainly lower cost and cultural barriers since most technologies are already used in the food industry. Bioprocess innovations promise to lower cost barriers, however it must be considered, that most of the collected data for innovations in the bioprocess domain are based on assumptions.</p>
</sec>
<sec>
<title>Discussion</title>
<p>The study concludes that at this point in time, the most socially sustainable approach to cultivated meat production is not obvious. Under the current technological state of the art, it is not thinkable that production and consumption of cultivated meat could be socially inclusive. As it remains poorly understood if technologies for cultivated meat production could raise or lower barriers to inclusive consumption and production, further research is needed.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cultured meat</kwd>
<kwd>cultivated meat</kwd>
<kwd>scaffolding</kwd>
<kwd>cells</kwd>
<kwd>cell culture media</kwd>
<kwd>bioprocess</kwd>
<kwd>innovation radar</kwd>
<kwd>social inclusion</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="136"/>
<page-count count="19"/>
<word-count count="16553"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sustainable Food Processing</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The current agricultural and food systems are characterized by interlinkages of environmental, social and health problems (<xref ref-type="bibr" rid="ref52">IPCC, 2023</xref>). Agricultural and food systems produce around 31% of human-caused greenhouse gasses, of which conventional meat production accounts for a large proportion. The livestock sector is the largest anthropogenic source of methane emissions and therefore has a high impact on climate change (<xref ref-type="bibr" rid="ref35">Godfray et al., 2018</xref>; <xref ref-type="bibr" rid="ref102">Scherer et al., 2023</xref>). Further, the production of meat is very inefficient due to a poor feed to food conversion rate. Thus, to produce 1&#x2009;kg of boneless meat around 2.8&#x2009;kg of feed is needed. Ruminants have a worse feed to food conversion rate and lead to the highest emissions per unit of energy produced compared to non-ruminant mammals and poultry (<xref ref-type="bibr" rid="ref80">Mottet et al., 2017</xref>; <xref ref-type="bibr" rid="ref35">Godfray et al., 2018</xref>; <xref ref-type="bibr" rid="ref102">Scherer et al., 2023</xref>). 560 million ha of the arable land is used for livestock feed, which represents 40% of the world&#x2019;s arable land (<xref ref-type="bibr" rid="ref80">Mottet et al., 2017</xref>). Meat production acquires a third of the total fresh water used for agriculture (<xref ref-type="bibr" rid="ref46">Hoekstra and Mekonnen, 2012</xref>; <xref ref-type="bibr" rid="ref35">Godfray et al., 2018</xref>). In addition to the environmental issues, there are also food safety issues related to the meat production. Foodborne illnesses caused by <italic>Salmonella</italic>, <italic>Campylobacter</italic>, <italic>Listeria monocytogenes</italic> and <italic>E. Coli</italic> found in meat lead to consumer health problems (<xref ref-type="bibr" rid="ref110">Sofos, 2008</xref>; <xref ref-type="bibr" rid="ref87">Painter et al., 2013</xref>; <xref ref-type="bibr" rid="ref53">Jairath et al., 2021</xref>). Additionally, it has been shown that the use of antibiotics in the livestock production contributes to antibiotic resistant bacteria (<xref ref-type="bibr" rid="ref70">Mathew et al., 2007</xref>). However, the demand for meat is predicted to increase worldwide, driven by global wealth and population growth (<xref ref-type="bibr" rid="ref113">Steinfeld, 2006</xref>; <xref ref-type="bibr" rid="ref35">Godfray et al., 2018</xref>). Satisfying this increased demand will present a challenge, as it is predicted to rise by over 60%, representing 464 million tons, until 2050 (<xref ref-type="bibr" rid="ref96">Revell, 2015</xref>; <xref ref-type="bibr" rid="ref53">Jairath et al., 2021</xref>). Due to the above mentioned problems meat alternatives are needed (<xref ref-type="bibr" rid="ref7">Ben-Arye and Levenberg, 2019</xref>). Many stakeholders call for a broad transition to more inclusive, healthier, climate-smart, and resilient food systems (<xref ref-type="bibr" rid="ref121">United Nations, 2020</xref>; <xref ref-type="bibr" rid="ref31">Food Systems Summit Dialogs, 2021</xref>). The meat alternatives present possible transition pathways. Nevertheless, the comprehension of how a transition to inclusive food system can be achieved is presently limited (<xref ref-type="bibr" rid="ref126">Weckowska et al., 2022</xref>).</p>
<p>One alternative for conventional meat is cultivated meat, also known as &#x201C;cultured meat,&#x201D; &#x201C;artificial meat,&#x201D; &#x201C;synthetic meat,&#x201D; &#x201C;laboratory meat&#x201D; or &#x201C;<italic>in vitro</italic> meat&#x201D; (<xref ref-type="bibr" rid="ref109">Smetana et al., 2023</xref>). The aim for cultivated meat is to replicate conventional meat in taste and texture by growing cells, such as adipose and muscle stem cells, <italic>in vitro</italic> (<xref ref-type="bibr" rid="ref102">Scherer et al., 2023</xref>). This approach originates from regenerative tissue engineering and biotechnology (<xref ref-type="bibr" rid="ref26">Enrione et al., 2017</xref>; <xref ref-type="bibr" rid="ref53">Jairath et al., 2021</xref>; <xref ref-type="bibr" rid="ref102">Scherer et al., 2023</xref>). Cultivated meat is produced through cell isolation from an animal&#x2019;s biopsy or necropsy. These cells can then be expanded in bioreactors and manufactured into meat (<xref ref-type="bibr" rid="ref81">Newton and Blaustein-Rejto, 2021</xref>; <xref ref-type="bibr" rid="ref104">Seah et al., 2022</xref>). Cultivated meat promises to reduce the above-mentioned hazards (<xref ref-type="bibr" rid="ref26">Enrione et al., 2017</xref>; <xref ref-type="bibr" rid="ref29">Fernandes et al., 2020</xref>). Selling of cultivated meat is allowed in Singapore and the USA (<xref ref-type="bibr" rid="ref19">Chodkowska et al., 2022</xref>).</p>
<p>It is still unclear how cultivated meat would contribute to creating socially inclusive food systems. Various approaches to production of cultivated meat are currently developed but their social, environmental, and economic impacts are yet to be fully explored. Some studies report environmental impacts (<xref ref-type="bibr" rid="ref119">Tuomisto and de Mattos, 2011</xref>; <xref ref-type="bibr" rid="ref120">Tuomisto et al., 2014</xref>; <xref ref-type="bibr" rid="ref108">Smetana et al., 2015</xref>; <xref ref-type="bibr" rid="ref71">Mattick et al., 2015a</xref>,<xref ref-type="bibr" rid="ref72">b</xref>; <xref ref-type="bibr" rid="ref66">Lynch and Pierrehumbert, 2019</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>; <xref ref-type="bibr" rid="ref118">Tuomisto et al., 2022</xref>) and debate social impacts, but the evidence remains scattered and limited. There is a need to recognize that it is not enough to speak about impacts of cultivated meat as the impacts of different technological solutions for production of cultivated meat may vary. The understanding of impacts of innovative solutions is urgently needed to enable scientists, firms, investors, funders, and policy makers to dedicate their efforts toward supporting, developing, and diffusing solutions that have a potential to create inclusive systems for production and consumption of alternative proteins.</p>
<p>To address this gap, this study aims (1) to identify the technologies for production of cultivated meat, using a literature review focused on four areas: cell line development, growth media, scaffolding and bioprocessing and (2) to identify the criteria for assessing the potential impacts of identified technologies on social inclusion in food systems and (3) to provide an overview of the positive and negative claims made in the literature and by the interviewees about the potential of the identified technologies for production of cultivated meat to contribute toward creating inclusive food systems. The results of this study are derived from a review of primary and secondary sources, including scientific literature, Good Food Institute (GFI) databases and expert interviews (see Section 2). The results are presented in the format of an innovation radar for cultivated meat.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Identifying impact categories</title>
<p>A set of the social impact categories was derived from the literature on social inclusion, social exclusion, and social cohesion (<xref ref-type="bibr" rid="ref90">Percy-Smith, 2000</xref>; <xref ref-type="bibr" rid="ref9">Berger-Schmitt, 2002</xref>; <xref ref-type="bibr" rid="ref59">Labont&#x00E9; et al., 2011</xref>; <xref ref-type="bibr" rid="ref34">Giambona and Vassallo, 2014</xref>; <xref ref-type="bibr" rid="ref77">Miranti and Yu, 2015</xref>; <xref ref-type="bibr" rid="ref124">Vrooman et al., 2015</xref>) before April 2022. Social exclusion and inclusion is a multidimensional concept as people can be <italic>excluded from</italic> &#x201C;normal&#x201D; participation in economic activity, political activities, social activities or from possession of individual qualities such as health (<xref ref-type="bibr" rid="ref90">Percy-Smith, 2000</xref>) or from food. Moreover, it is important to consider <italic>who experiences the exclusion</italic> (<xref ref-type="bibr" rid="ref90">Percy-Smith, 2000</xref>). In the context of agri-food transformations, two important groups of actors are food producers and consumers. Finally, we also specified the <italic>reasons for social exclusion -</italic> that is, various barriers that could hinder participation in consumption or production of cultivated meat. The above insights were captured in a multidimensional coding scheme (see <xref ref-type="table" rid="tab1">Table 1</xref>), which was subsequently used in the analysis of the literature on cultivated meat and interview transcripts.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Deductive coding scheme for identifying claims related to impacts on social inclusion.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Who could be excluded?</th>
<th align="left" valign="top">From what could the actors be excluded?</th>
<th align="left" valign="top">Why could they be excluded? (barriers to inclusion)</th>
<th align="left" valign="top">Possible claims on how technological solutions contribute to social in/exclusion</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="10">Consumers</td>
<td align="left" valign="top" rowspan="4">Food</td>
<td align="left" valign="top">Financial barriers</td>
<td align="left" valign="top">Changes to the price of cultivated meat</td>
</tr>
<tr>
<td align="left" valign="top">Cultural barriers</td>
<td align="left" valign="top">Improves/reduces compatibility with people&#x2019;s values (e.g., animal welfare, safe food, nutritious food), habits (e.g., taste preferences), food identities, religious beliefs</td>
</tr>
<tr>
<td align="left" valign="top">Regulatory barriers</td>
<td align="left" valign="top">Increasing the probability of permission for/ban of sales of cultivated meat</td>
</tr>
<tr>
<td align="left" valign="top">Cognitive barriers</td>
<td align="left" valign="top">Makes it more/less difficult to understand cultivated meat</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Health</td>
<td align="left" valign="top">Food properties</td>
<td align="left" valign="top">Changes to nutritional value, allergenic properties,</td>
</tr>
<tr>
<td align="left" valign="top">Food contamination</td>
<td align="left" valign="top">Increases/lowers the chances of contamination and food-borne illness</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Quality social life</td>
<td align="left" valign="top">Discrimination</td>
<td align="left" valign="top">Makes it more/less likely that people are repudiated for their food choices</td>
</tr>
<tr>
<td align="left" valign="top">Incompatible dietary habits</td>
<td align="left" valign="top">Creating/destroying opportunities for shared meals</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Political influence</td>
<td align="left" valign="top">Information barriers</td>
<td align="left" valign="top">Less/more transparent information about food products, production processes</td>
</tr>
<tr>
<td align="left" valign="top">Power imbalance</td>
<td align="left" valign="top">More/less public participation in science, public access to research labs</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="8">Producers</td>
<td align="left" valign="top" rowspan="3">Economic activities</td>
<td align="left" valign="top">Cost barriers</td>
<td align="left" valign="top">Lowered/increased costs of production inputs</td>
</tr>
<tr>
<td align="left" valign="top">Capability barriers (lack of capability to handle production process)</td>
<td align="left" valign="top">Makes production process more/less complex and/or more/less compatible with the existing capabilities of producers</td>
</tr>
<tr>
<td align="left" valign="top">Legal barriers</td>
<td align="left" valign="top">Intellectual property rights for production technologies/inputs, e.g., seeds</td>
</tr>
<tr>
<td align="left" valign="top">Health</td>
<td align="left" valign="top">Working conditions</td>
<td align="left" valign="top">Work related illnesses, work related injuries, occupational exposure</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Quality of social life</td>
<td align="left" valign="top">Discrimination</td>
<td align="left" valign="top">More/less repudiating people working in production</td>
</tr>
<tr>
<td align="left" valign="top">Low social contact</td>
<td align="left" valign="top">Possibilities for social connectedness at work changed by automation of work</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Political influence/decision-making</td>
<td align="left" valign="top">Information barriers</td>
<td align="left" valign="top">Increases/reduces transparency about the production process</td>
</tr>
<tr>
<td align="left" valign="top">Power imbalance</td>
<td align="left" valign="top">Makes production system less controllable by the producers</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Identifying technologies</title>
<p>To identify different technological solutions that are used or developed for production of cultivated meat, the GFI database was reviewed and a literature review was conducted.</p>
<p>The Web of Science (WoS) was searched with the search string: &#x201C;cultured meat&#x002A;&#x201D; OR &#x201C;clean meat&#x002A;&#x201D; OR &#x201C;lab-grown meat&#x002A;&#x201D; OR &#x201C;lab grown meat&#x002A;&#x201D; OR &#x201C;animal-free meat&#x002A;&#x201D; OR &#x201C;animal free meat&#x002A;&#x201D; OR &#x201C;<italic>in vitro</italic> meat&#x002A;&#x201D; OR &#x201C;<italic>in-vitro</italic> meat&#x002A;&#x201D; OR &#x201C;synthetic meat&#x002A;&#x201D; OR &#x201C;cultivated meat&#x002A;&#x201D; OR &#x201C;slaughter-free meat&#x002A;&#x201D; OR &#x201C;slaughter free meat&#x002A;&#x201D; OR &#x201C;cell-based meat&#x002A;&#x201D; OR &#x201C;cell based meat&#x002A;&#x201D; OR &#x201C;artificial meat&#x002A;&#x201D; OR &#x201C;Frankenmeat&#x002A;&#x201C;OR &#x201C;lab meat&#x002A;&#x201D; OR &#x201C;craft meat&#x002A;&#x201D; OR &#x201C;cruelty-free meat&#x002A;&#x201D; OR &#x201C;cruelty free meat&#x002A;&#x201D; OR &#x201C;shmeat&#x002A;&#x201D; OR &#x201C;test tube meat&#x002A;&#x201D; OR &#x201C;unnatural meat&#x002A;&#x201D; OR &#x201C;cellular meat&#x002A;&#x201D; OR ((&#x201C;meat&#x002A; substitute&#x002A;&#x201D; OR &#x201C;meat&#x002A; alternative&#x002A;&#x201D; OR &#x201C;meatless meat&#x002A;&#x201D; OR &#x201C;synthetic meat&#x002A;&#x201D; OR &#x201C;meat replace&#x002A;&#x201D; OR &#x201C;imitation meat&#x002A;&#x201D; OR &#x201C;simulated meat&#x002A;&#x201D; OR &#x201C;meat analog&#x002A; OR &#x201C;meat analog&#x002A; OR &#x201C;meat-free meat&#x002A;&#x201D; OR &#x201C;meat free meat&#x002A;&#x201D; OR &#x201C;man-made meat&#x002A;&#x201D; OR &#x201C;manmade meat&#x002A;&#x201D; OR &#x201C;meat like meat&#x002A;&#x201D; OR&#x201D; meat-like meat&#x002A;&#x201D; OR &#x201C;mock meat&#x002A;&#x201D; OR &#x201C;imitation meat&#x002A;&#x201D; OR &#x201C;fake meat&#x002A;&#x201D; OR &#x201C;faux meat&#x002A;&#x201D;) AND (cultured OR cultivated OR &#x201C;<italic>in-vitro</italic>&#x201D; OR &#x201C;<italic>in vitro</italic>&#x201D;)). The searches were conducted from April 2022 to May 2023. The search yielded 610 articles. The subset of 241 articles classified by WoS as &#x2018;Food Science Technology&#x2019; was screened by a researcher with technical expertise to identify articles related to different technologies for production of cultivated meat. The search was updated for specific technological areas in January 2024. The articles referring to various approaches for production of cultured meat were downloaded for full text review.</p>
<p>Early in the review it became apparent that there are four broad technological areas in the production of cultivated meat, namely: growth media, cell line development, scaffolding, and bioprocess (<xref ref-type="bibr" rid="ref114">Stephens et al., 2018</xref>; <xref ref-type="bibr" rid="ref10">Bhat et al., 2019</xref>; <xref ref-type="bibr" rid="ref18">Chen L. et al., 2022</xref>; <xref ref-type="bibr" rid="ref131">Ye et al., 2022</xref>). These four categories were subsequently used for categorization of all technologies identified in the literature. In scientific articles, text passages describing a technological solution were identified and coded in an inductive way to capture the key characteristics of each technology. This process was executed in Citavi and resulted in a &#x2018;knowledge structure&#x2019; of which a section is presented in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Excerpt from the knowledge structure illustrating the coding of technological solutions.</p>
</caption>
<graphic xlink:href="fsufs-08-1390720-g001.tif"/>
</fig>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Identifying claims about the impacts of technological innovation: mixed methods</title>
<sec id="sec6">
<label>2.3.1</label>
<title>Literature review</title>
<p>To identify the positive and negative claims about the contributions of technological solutions to social inclusion in food systems, the selected literature in &#x2018;Food Science Technology&#x2019; (see Section 2.2) was further analyzed by a researcher with technical expertise. The hybrid process of inductive and deductive thematic analysis (<xref ref-type="bibr" rid="ref28">Fereday and Muir-Cochrane, 2006</xref>) was performed with assistance of Citavi. The deductive coding scheme (see Section 2.1) was used to sensitize the researcher to claims about social impacts. The emerging insights were regularly discussed with a social scientist to ensure the consistent use of the coding scheme. A few additional categories emerged from the data in an inductive way, related mostly to specific <italic>reasons for social exclusion</italic>. The review took place between April 2022 and May 2023. It identified some claims about social effects of technologies but also revealed technologies of which social impacts were not discussed in the literature.</p>
<p>As the above search strategy (see Section 2.2) was aiming at the maximum variety of technological solutions for production of cultivated meat, there was a possibility that some articles focused on impacts were overlooked. To address this shortcoming, another search strategy was performed in the Web of Science database. First, a search string which aimed to identify papers focused on inclusion was used: (&#x201C;cultured meat&#x201D; OR &#x201C;cultivated meat&#x201D; OR &#x201C;cell-cultured meat&#x201D; OR &#x201C;<italic>in-vitro</italic> meat&#x201D; AND inclus&#x002A;). Only one document was identified. The search string was then broadened to social impacts: (&#x201C;cultured meat&#x201D; OR &#x201C;cultivated meat&#x201D; OR &#x201C;cell-cultured meat&#x201D; OR &#x201C;<italic>in-vitro</italic> meat&#x201D;) AND &#x201C;social impact&#x002A;.&#x201D; Only two documents were identified. Subsequently, the search string was broadened to capture papers that address various impacts: (&#x201C;cultured meat&#x201D; OR &#x201C;cultivated meat&#x201D; OR &#x201C;cell-cultured meat&#x201D; OR &#x201C;<italic>in-vitro</italic> meat&#x201D;) AND ((social OR political OR environmental OR health OR economic) AND impact). The searches were executed between December 2022 and May 2023 and yielded 133 publications, which include the search terms in title, abstract or keywords. All abstracts were reviewed, and 98 articles were selected for a full text analysis. The papers were analyzed by researchers with technical or social science expertise, as appropriate. Most papers referred to environmental impacts and to cultivated meat in general, rather than to specific production technologies.</p>
</sec>
<sec id="sec7">
<label>2.3.2</label>
<title>Expert interviews</title>
<p>Given the limited literature about social impacts of various technological solutions, 11 expert interviews were conducted between December 2022 and May 2023. Experts are believed to understand the &#x201C;causal mechanisms&#x201D; or to be the mechanics behind the &#x201C;causal mechanisms&#x201D; and hence expert interviews are suitable to gain insights into how &#x201C;x and y interact&#x201D; (<xref ref-type="bibr" rid="ref123">von Soest, 2023</xref>). This provides insights into how technological choices and social impacts are related to each other.</p>
<p>Researchers and entrepreneurs with expertise relevant to production of cultivated meat were identified using the aforementioned secondary sources and were invited to an interview. The selected experts have either extensive expertise in this field or have expertise on technologies for which the social impacts could not be identified in the literature (see the interviewee list in <xref ref-type="table" rid="tab2">Table 2</xref>). In advance of the interview, experts were provided with information about the project, the data management policy and an interview consent form. The interviews were conducted online by two researchers with expertise in social and technical sciences and lasted 1&#x2013;2&#x2009;h. One interview took place in person. Experts were asked how different technological solutions relate to food affordability, food acceptability, health, and social relations. The interview recordings were transcribed using an automatic transcription software and were verified manually. The anonymized interview transcripts were numbered I1 to I11, uploaded to Citavi, analyzed by a social scientist and consulted with the scientist with technical expertise. As in the case of literature analysis, the hybrid process of inductive and deductive thematic analysis (<xref ref-type="bibr" rid="ref28">Fereday and Muir-Cochrane, 2006</xref>) was performed to analyze the interview transcripts and identify positive and negative claims about the contributions of technologies to social inclusion.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>List of Interviewees.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">1</th>
<th align="left" valign="top">Researcher/business developer in a start-up</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">University professor (technology management)</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">CEO of a food company</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">CEO of a technology company</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">University professor (biology)</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">Researcher in a university (food technology)</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">CTO of a cultivated meat start-up</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">University professor (food technology)</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">Senior Manager in a food company</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">Researcher in a cultivated meat start-up</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="top">Division Head in a science and technology company</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec8">
<label>2.4</label>
<title>Visualization of results: innovation radar</title>
<p>To present the findings in an accessible way, they are visualized in form of an innovation radar. Innovation radars are used to generate information about a range of technologies and their impacts, typically with a focus on technologies relevant to a specific firm or industry (<xref ref-type="bibr" rid="ref97">Rohrbeck et al., 2006</xref>; <xref ref-type="bibr" rid="ref36">Golovatchev et al., 2010</xref>; <xref ref-type="bibr" rid="ref12">Boe-Lillegraven and Monterde, 2015</xref>). Unlike commercial radars, the radar presented here is based on qualitative analysis of the secondary sources and interview data and it illustrates the positive and negative claims about the expected effects of various cultivated meat production technologies on social inclusion in food systems. Given the exploratory and qualitative nature of this study, it is possible that both positive and negative claims are identified for the same technology.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3</label>
<title>Results</title>
<p>The results are structured according to the four technological areas which are identified in the literature: cell line development, growth media, scaffolding, and bioprocess (<xref ref-type="bibr" rid="ref114">Stephens et al., 2018</xref>; <xref ref-type="bibr" rid="ref10">Bhat et al., 2019</xref>; <xref ref-type="bibr" rid="ref18">Chen L. et al., 2022</xref>; <xref ref-type="bibr" rid="ref131">Ye et al., 2022</xref>). Each area includes numerous technological solutions, which could have different social implications. The literature review revealed that there is very little evidence about the potential impacts of cultivated meat production on social inclusion. In the next sections the technologies identified in each area and the claims about their expected impacts, identified in the literature and by expert interviews, are presented. An overview of the four technological areas and their connected technologies is provided in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Graphical summary of the technological areas visualizing their interconnectivity.</p>
</caption>
<graphic xlink:href="fsufs-08-1390720-g002.tif"/>
</fig>
<sec id="sec10">
<label>3.1</label>
<title>Cells</title>
<sec id="sec11">
<label>3.1.1</label>
<title>Overview of cells used in production of cultivated meat</title>
<p>Meat is composed of muscle fibers, connective, adipose, vascular and nervous tissue (<xref ref-type="bibr" rid="ref65">Listrat et al., 2016</xref>). For cultivated meat, skeletal muscle cells, fat cells and cells of the connective tissue are considered (<xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>; <xref ref-type="bibr" rid="ref54">Jara et al., 2023</xref>). Muscle cells make up the largest proportion and are rich in proteins. The fat cells serve as flavor carriers while the connective tissue cells contribute to the tenderness and texture (<xref ref-type="bibr" rid="ref127">Weston et al., 2002</xref>; <xref ref-type="bibr" rid="ref63">Li et al., 2020a</xref>; <xref ref-type="bibr" rid="ref54">Jara et al., 2023</xref>). Additional requirements for cell selection are the capacity for replication and for the development into a specific cell type, also called differentiation (<xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). The long-term capacity of replication allows a continuous production process which enables to lower the overall costs of cultivated meat production (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>). The following paragraphs will therefore focus on different approaches to sourcing cells and cell innovations for production of cultivated meat.</p>
<sec id="sec12">
<label>3.1.1.1</label>
<title>Primary cell lines</title>
<p>Cells directly isolated from a biopsy and cultivated <italic>in vitro</italic> are referred to as primary cells. It is regarded as a cell line when it is further successfully subcultured (<xref ref-type="bibr" rid="ref101">Schaeffer, 1990</xref>). Primary cells are usually not viable for a long period of time (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>). Due to limited replication times recurring biopsies are needed (<xref ref-type="bibr" rid="ref89">Pasitka et al., 2023</xref>). The development of a cell line can be divided into three phases. Phase one represents the primary cell culture. In phase two the maximum replication rate is reached, it is possible that spontaneous cell changes occur, which leads to a continuous cell line, which is indefinitely viable. If no spontaneous cell changes occur, the cell line enters phase three where the cell division decreases, and the cell culture dies (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>).</p>
</sec>
<sec id="sec13">
<label>3.1.1.2</label>
<title>Immortalized cells</title>
<p>To avoid recurring biopsies, primary cells need to be immortalized allowing indefinitely viability of the cells. Immortalization can be induced by inactivation proteins that regulate the cell cycle or excessive cell growth or by forcing the expression of another protein that maintains cell viability (<xref ref-type="bibr" rid="ref68">Maqsood et al., 2013</xref>). Those procedures are based on genetic engineering (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>).</p>
</sec>
<sec id="sec14">
<label>3.1.1.3</label>
<title>Adult stem cells</title>
<p>Adult stem cells allow 30 to 50 divisions before they stop dividing (<xref ref-type="bibr" rid="ref98">Roobrouck et al., 2008</xref>; <xref ref-type="bibr" rid="ref54">Jara et al., 2023</xref>). Due to their limited proliferation capacity this would require frequent reseeding of the cells in the production process. The proliferation capacity can be influenced by the age of the donor animal wherefore the quality might vary dependent on the animal (<xref ref-type="bibr" rid="ref54">Jara et al., 2023</xref>). In their natural environment they can differentiate into a certain tissue type and replace dead cells. An example for adult stem cells are myosatellite cells, which are muscle stem cells. Since 1 out of 10<sup>6</sup> cells in tissue is an adult stem cell, they are very rare. Furthermore, they are hard to identify and isolate. The variation in quality is dependent on the donor animal and requires more research to determine the ideal animal source (<xref ref-type="bibr" rid="ref54">Jara et al., 2023</xref>).</p>
</sec>
<sec id="sec15">
<label>3.1.1.4</label>
<title>Embryonic stem cells</title>
<p>Embryonic stem cells are sourced from early-stage <italic>in vitro</italic> cultivated blastocysts and allow unlimited expansion. ESCs can differentiate in different cell types and tissues. Stable ESCs have been recently successfully established for cows, pigs and chicken (<xref ref-type="bibr" rid="ref51">Intarapat and Stern, 2013</xref>; <xref ref-type="bibr" rid="ref13">Bogliotti et al., 2018</xref>; <xref ref-type="bibr" rid="ref86">Pain et al., 2018</xref>; <xref ref-type="bibr" rid="ref20">Choi et al., 2019</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). ESCs are suitable for establishing a cell bank for cultured meat production purposes, since it is possible to use one vial of cells for several production batches. <xref ref-type="bibr" rid="ref133">Zehorai et al. (2023)</xref> isolated bovine ESCs for cultivated meat production and showed that the cells could maintain their pluripotency and were genetically stable, which makes them suitable for cultivated meat.</p>
<p><italic>Induced pluripotent stem cells (iPSCs)</italic> have an unlimited replicative capacity and are therefore considered for cultivation for cultured meat (<xref ref-type="bibr" rid="ref89">Pasitka et al., 2023</xref>). Furthermore, they can differentiate into any cell type (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). They are obtained by reprogramming of cells (<xref ref-type="bibr" rid="ref94">Rackham et al., 2016</xref>). The advantage of iPSCs is that they can be obtained from differentiated cells. iPSCs exist for livestock species such as pig and cattle (<xref ref-type="bibr" rid="ref27">Ezashi et al., 2009</xref>; <xref ref-type="bibr" rid="ref128">Wu et al., 2009</xref>; <xref ref-type="bibr" rid="ref116">Su et al., 2021</xref>). However, the production of iPSCs is expensive and the proliferation and differentiation of those cells need to be strictly monitored.</p>
</sec>
</sec>
<sec id="sec16">
<label>3.1.2</label>
<title>Expected impacts of cells used in production of cultivated meat</title>
<p>Technological solutions for sourcing and optimizing cells for cultivated meat production are expected to have various impacts, which with the use of the coding framework (see <xref ref-type="table" rid="tab1">Table 1</xref>) can be categorized as positive or negative claims about the barriers to social inclusion. The overview of impact claims is provided in <xref ref-type="table" rid="tab3">Table 3</xref> and is displayed on the innovation radar (see <xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Cells used in cultivated meat production and their expected impacts.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Alternative solutions</th>
<th align="center" valign="top" colspan="2">Claims about impacts relevant to social inclusion</th>
</tr>
<tr>
<th align="left" valign="top">Positive claims</th>
<th align="left" valign="top">Negative claims</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Primary cells without immortalization, harvested by biopsy</td>
<td/>
<td align="left" valign="top">Cost barriers (frequent biopsies create additional costs) (I4)<break/>Cultural barriers (biopsies hurt the animal (I4) and could be seen as against animal welfare (I2), isolation process uses animal enzymes) (I3)</td>
</tr>
<tr>
<td align="left" valign="top">Primary cells without immortalization, harvested by necropsy</td>
<td align="left" valign="top">Cultural barriers (harvesting cells via necropsy without hurting animals is expected to be acceptable) (I3)</td>
<td align="left" valign="top">Cost barriers (frequent necropsies create additional costs) (I3)</td>
</tr>
<tr>
<td align="left" valign="top">Primary cells immortalized without GM</td>
<td align="left" valign="top">Cost barriers (immortalized cells&#x2019; capability to replicate is good, hence costs are lower) (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)<break/>Cultural barriers (immortalized cells can be used without harming animals) (I2)</td>
<td align="left" valign="top">Cost barriers (immortalization without GM is more expensive, longer, and less reliable) (I2)<break/>Capability barriers (very few firms in the world can do it) (I2)<break/>Cognitive and regulatory barriers (use of immortalization techniques can be misunderstood or not allowed) (<xref ref-type="bibr" rid="ref111">Soice and Johnston, 2021</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Primary cells immortalized through GM</td>
<td align="left" valign="top">Cost barriers (GM cells are affordable for producers/researchers are lower) (I2)<break/>Cost barriers (immortalized cells&#x2019; capability to replicate is good, hence costs are lower) (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)</td>
<td align="left" valign="top">Cultural barriers (use of GM can be seen as unacceptable) (I2, I4)<break/>Cognitive barriers (use of immortalization techniques can be misunderstood) (<xref ref-type="bibr" rid="ref33">Gaskell et al., 2000</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>)<break/>Regulatory barriers (unclear if sales in EU would be approved) (I2, I4)</td>
</tr>
<tr>
<td align="left" valign="top">Adult stem cells</td>
<td align="left" valign="top">Cultural barriers (compared to embryonic stem cells adult stem cells are more accepted because they can be isolated out of slaughterhouse waste) (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>)</td>
<td align="left" valign="top">Cultural barriers (frequent biopsies could be seen as against animal welfare) (I2)</td>
</tr>
<tr>
<td align="left" valign="top">Embryonic stem cells</td>
<td align="left" valign="top">Cost barriers (cells&#x2019; capability to replicate is good, hence costs are lower because costs for cell isolation and analytics decrease) (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)<break/>Food contamination risk (food safety and security increases) (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)<break/>Religious barriers (end product would be compatible with kosher diet) (I4)</td>
<td align="left" valign="top">Cognitive barriers (harvesting of blastocysts could be misunderstood) [I4, (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)]<break/>Cultural barrier (ESCs considered unethical [<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Induced pluripotent stem cells</td>
<td align="left" valign="top">Cost barriers (cells&#x2019; capability to replicate is good, hence costs are lower) (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>)<break/>Cultural barriers (cells have the properties of embryonic stem cells without needing to isolate them from an embryo) (55)</td>
<td align="left" valign="top">Cultural barriers (use of GM can be seen as unacceptable) (I2, I3, I4)<break/>Regulatory barriers (unclear if sales of cultivated meat produced with the use of GM cells would be approved in EU) (I3, I2)</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Innovation Radar for cultivated meat: production technologies and positive/negative claims about their contributions to inclusion in consumption and production.</p>
</caption>
<graphic xlink:href="fsufs-08-1390720-g003.tif"/>
</fig>
<p>Some people could be excluded from consumption when ESCs are used because they would find it difficult to understand the production (I4) (cognitive barrier is expected&#x2009;=&#x2009;negative claim) or consider it unethical (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>) (cultural barrier is expected&#x2009;=&#x2009;negative claim). However, those following kosher diets would be included in consumption as ESCs are expected to be compatible with Jewish dietary laws (I4) (lack of religious barrier is expected&#x2009;=&#x2009;positive claim). Further, ESCs could improve inclusion in production as the cost barrier would be lowered given the reduced need for biopsies taken from animals and reduced costs for cell isolation and analytics. Positive claims about inclusion in health are exemplified by expected increases in food safety and security (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>) (food contamination not expected&#x2009;=&#x2009;positive claim).</p>
<p>The use of adult stem cells harvested by biopsies could raise concerns about animal welfare (I2) - for some it would create a cultural barrier to consumption (negative claim). But biopsies could be replaced by necropsies (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>), which could lower such cultural barriers (positive claim).</p>
<p>An alternative to stem cells are primary cells but as they require frequent biopsies, they are expected to raise not only concerns about animal welfare but also production costs (I4), that is cultural barriers to consumption and cost barriers to production (negative claims). Should the primary cells be harvested by necropsies, experts raise concerns about production costs and additionally see the need for new safety procedures to manage the risk of contamination (I3) (expected extra costs to production&#x2009;=&#x2009;negative claim). However, as mentioned above, necropsies allow cells isolation without hurting animals and could be positively perceived by consumers (I3) (no cultural barrier to consumption&#x2009;=&#x2009;positive claim).</p>
<p>Primary cells can be immortalized without genetic modification (GM), leading to an enhanced replication which lowers the production costs (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>) (positive claim). Those cells can be used continuously without harming animals (I2) - they create no cultural barriers to consumption (positive claim). However, the immortalization process without GM is more expensive, longer, and less reliable compared to immortalization using GM (I2), resulting in increased production costs compared to immortalization with GM (negative claim about cost barrier). The techniques used for immortalization can be misunderstood or not allowed (<xref ref-type="bibr" rid="ref111">Soice and Johnston, 2021</xref>) (negative claims about cognitive and regulatory barriers to consumption). Further, only a few firms in the world can immortalize cells without GM (I2) (expected capability barrier&#x2009;=&#x2009;negative claim).</p>
<p>Primary cells can also be immortalized through GM. The cells are affordable for producers and researchers (I2) and offer a good replication capacity further lowering the production costs (<xref ref-type="bibr" rid="ref133">Zehorai et al., 2023</xref>) (positive claims about the cost barriers). However, the use of GM can be seen as unacceptable to consumers (I2, I4) (expected cultural barriers&#x2009;=&#x2009;negative claim) and the technologies used for immortalization can be misunderstood by them (<xref ref-type="bibr" rid="ref33">Gaskell et al., 2000</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>) (expected cognitive barriers&#x2009;=&#x2009;negative claim). It is further unclear if selling in the EU would be approved for cultured meat if GM is used (I2, I4) (expected regulatory barriers&#x2009;=&#x2009;negative claim).</p>
<p>iPSCs come without the need for frequent biopsies, have neither the donor-to-donor variability that primary cells suffer from (<xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>), nor the ethical issues connected to embryonic stem cells (<xref ref-type="bibr" rid="ref99">Rossell&#x00F3; et al., 2013</xref>). These are positive claims about the lack of cultural barriers to consumption and lower costs barriers to production. However, the regulatory approval and public acceptance for iPSCs cells is seen as uncertain, e.g., in the EU, as their stem cell-like properties are induced with GM methods (I3, I2, I4), (<xref ref-type="bibr" rid="ref33">Gaskell et al., 2000</xref>; <xref ref-type="bibr" rid="ref111">Soice and Johnston, 2021</xref>; <xref ref-type="bibr" rid="ref116">Su et al., 2021</xref>). Such claims about cultural barriers and regulatory barriers are negative.</p>
</sec>
</sec>
<sec id="sec17">
<label>3.2</label>
<title>Scaffolding</title>
<sec id="sec18">
<label>3.2.1</label>
<title>Scaffolds used in cultivated meat production</title>
<p>The natural microenvironment of the cells is often mimicked by the scaffold. Its microstructure ensures the efficient transport of oxygen, nutrients, and waste products to and from the cells (<xref ref-type="bibr" rid="ref83">O'Brien, 2011</xref>). The production techniques can be divided into bottom-up and top-down approaches. For bottom-up approaches smaller building blocks such as tubes, sheets, spheres or other microstructures seeded with cells are built together to reconstitute the meat cut. Whereas for top-down approaches, a prefabricated scaffold is used to seed cells, which grow inside the 3D-Structure and mature into tissue (<xref ref-type="bibr" rid="ref82">Nichol and Khademhosseini, 2009</xref>; <xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>).</p>
<p>The following paragraphs will present the current scaffolding innovations. Until now, the main consideration was the structure and the scale up of scaffolds but social impacts have not been considered so far. Currently, six innovative approaches exist for scaffolding: hydrogels, microcarriers, porous scaffolds, fiber scaffolds, 3D-printing and decellularization (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>; <xref ref-type="bibr" rid="ref17">Chen Y. P. et al., 2022</xref>).</p>
<sec id="sec19">
<label>3.2.1.1</label>
<title>Hydrogel</title>
<p>Hydrogels can be versatilely used as a soft scaffold, in or for microporous scaffolds or as a component of a bioink (<xref ref-type="bibr" rid="ref26">Enrione et al., 2017</xref>; <xref ref-type="bibr" rid="ref7">Ben-Arye and Levenberg, 2019</xref>; <xref ref-type="bibr" rid="ref106">Simsa et al., 2019</xref>; <xref ref-type="bibr" rid="ref32">Furuhashi et al., 2021</xref>; <xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>; <xref ref-type="bibr" rid="ref61">Lee et al., 2022</xref>). Hydrogels mimic the natural environment of the cells in the tissue and are cell compatible. The cells must be provided with nutrients wherefore diffusion of nutrients throughout the hydrogel must be possible. During cell culturing the cells should degrade the hydrogel and produce their own extracellular matrix.</p>
</sec>
<sec id="sec20">
<label>3.2.1.2</label>
<title>Microcarriers</title>
<p>Mass production of cells is mostly realized using microcarriers, which allow anchorage dependent cells to attach, grow and differentiate while being suspended in a bioreactor (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>; <xref ref-type="bibr" rid="ref134">Zernov et al., 2022</xref>). For cultivated meat purposes microcarriers are used that are food grade, avoiding cost intensive detaching of the cells from the microcarrier post cultivation and increasing the cell yield (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>; <xref ref-type="bibr" rid="ref134">Zernov et al., 2022</xref>; <xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>).</p>
</sec>
<sec id="sec21">
<label>3.2.1.3</label>
<title>Porous scaffolds (includes extrusion)</title>
<p>Porous scaffolds remain in the final product and have a sponge-like structure. Interconnectivity of pores is beneficial for supplying nutrients and oxygen to the cells and removing waste products from the cell. Porous scaffolds offer mechanical stability to the cells and aim to mimic their natural environment (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>; <xref ref-type="bibr" rid="ref107">Singh et al., 2023</xref>). One method to produce porous scaffolds is through extrusion. The process originates from the food industry and uses plant proteins and polysaccharides (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>).</p>
</sec>
<sec id="sec22">
<label>3.2.1.4</label>
<title>Fiber scaffolds (electrospinning)</title>
<p>Fiber scaffolds are typically produced through electrospinning or rotary jet spinning but can also be cultivated by some fungi (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>). Food grade materials, such as collagen, gelatin, whey protein, chitosan, zein, cellulose, starch, soy isolate, egg albumen, and pullulan have shown to be suitable for electrospinning (<xref ref-type="bibr" rid="ref60">Law et al., 2017</xref>; <xref ref-type="bibr" rid="ref23">D'Odorico et al., 2018</xref>; <xref ref-type="bibr" rid="ref57">Kumar, 2019</xref>). The scalability of electrospinning for the food industry is however limited due to low production rates (<xref ref-type="bibr" rid="ref67">MacQueen et al., 2019</xref>; <xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>). <xref ref-type="bibr" rid="ref67">MacQueen et al. (2019)</xref> overcame this limitation by developing a fiber production called immersion rotary jet spinning (iRJS). This allowed to improve the production by two to four-fold. The porosity of gelatin spun scaffolds lay between 20 and 60%, which depends on the fiber composition, and ensures the transport of oxygen, nutrients and waste (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>).</p>
</sec>
<sec id="sec23">
<label>3.2.1.5</label>
<title>3D-printing</title>
<p>3D-printing allows the fabrication of complex scaffolds by depositing ink layer-by-layer based on a 3D-model (<xref ref-type="bibr" rid="ref5">Barbosa et al., 2023</xref>). Those 3D-models aim to mimic the natural environment of the cells (<xref ref-type="bibr" rid="ref95">Ramesh et al., 2021</xref>). The most common method is 3D extrusion-based bioprinting. It is applicable to a broad field, low in cost and simple to handle. The cells are embedded in the ink used for printing, which further allows their exact deposition (<xref ref-type="bibr" rid="ref21">Cui et al., 2020</xref>; <xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>). The limitations of extrusion printing are slow printing times and low cell viability between 40 and 80% (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>). The bioinks used for the process must fulfill requirements to be suitable for printing but also for cultivated meat production. The ink must flow during the printing process but hold its shape right after deposition to prevent spreading and obtain shape fidelity. Furthermore, the ink should contain food grade ingredients only (<xref ref-type="bibr" rid="ref103">Schwab et al., 2020</xref>; <xref ref-type="bibr" rid="ref50">Ianovici et al., 2022</xref>). A remaining challenge for 3D-printing is the scalability of the process for industrial production (<xref ref-type="bibr" rid="ref24">Dong et al., 2023</xref>).</p>
</sec>
<sec id="sec24">
<label>3.2.1.6</label>
<title>Decellularization</title>
<p>Decellularized scaffolds originate from tissue engineering. The production procedure consists of removing cells from a tissue, which preserves the natural surrounding structure of the cells including the extra cellular matrix. Furthermore, the vasculature is kept, which allows the perfusion of the scaffold. Tissue engineering uses predominantly organs or other tissues derived from animals or humans. For cultivated meat, plants and fungi are used to produce decellularized scaffolds. A wide variation of vegetables has been tested to produce decellularized scaffolds. Additional post processing of the scaffolds needs to occur to make it compatible for cell attachment and support cell growth (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>; <xref ref-type="bibr" rid="ref107">Singh et al., 2023</xref>).</p>
</sec>
</sec>
<sec id="sec25">
<label>3.2.2</label>
<title>Expected impacts of scaffolds used in production of cultivated meat</title>
<p>Literature was analyzed and interviews were conducted to understand if scaffolding technologies are expected to make the production and consumption of cultivated meat inclusive. The results are summarized in <xref ref-type="table" rid="tab4">Table 4</xref> and used for the creation of the innovation radar in <xref ref-type="fig" rid="fig3">Figure 3</xref>.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Solutions for production of scaffoldings for cultivated meat and claims about their expected impacts.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Alternative solutions</th>
<th align="center" valign="top" colspan="2">Claims about impacts relevant social inclusion</th>
</tr>
<tr>
<th align="left" valign="top">Positive claims</th>
<th align="left" valign="top">Negative claims</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Hydrogels</td>
<td align="left" valign="top">Cost barriers [cost-effective, widely used in the food industry (<xref ref-type="bibr" rid="ref105">Seo et al., 2023</xref>)]</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Microcarriers</td>
<td align="left" valign="top">Cost barriers [cost-effective, no need to separate the cells from the microcarrier, higher yields can be produced (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>; <xref ref-type="bibr" rid="ref134">Zernov et al., 2022</xref>; <xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>)]<break/>Cultural barriers [taste and color of final product can be improved with ingredient selection (<xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>)]<break/>Food property [production of healthier meat products possible by replacing animal fat with oleo gels (<xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>)]</td>
<td align="left" valign="top">Regulatory barriers (not recognized as GRAS, hence need costly regulatory approvals) (I11)<break/>Cultural barriers [if animal by-products of the food industry such as turkey collagen or eggshell membrane are used (<xref ref-type="bibr" rid="ref4">Andreassen et al., 2022</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Porous scaffolds (incl. Extrusion)</td>
<td align="left" valign="top">Cultural barriers (extrusion expected to have public acceptance) (I4) (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>)<break/>Cost barriers [extrusion is cheap and well established in food industry (I4), has good scalability (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>)]<break/>Food property (using plat-proteins for porous scaffolds can increase the nutritional value of the product) (<xref ref-type="bibr" rid="ref7">Ben-Arye and Levenberg, 2019</xref>; <xref ref-type="bibr" rid="ref8">Ben-Arye et al., 2020</xref>; <xref ref-type="bibr" rid="ref61">Lee et al., 2022</xref>)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Fiber scaffolds (incl. Electrospinning)</td>
<td align="left" valign="top">Cost barriers [cost-effective and simple, widely used in the textile industry and tissue engineering (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>)]</td>
<td align="left" valign="top">Cultural barriers (product from electrospinning considered not tasty) (I4)</td>
</tr>
<tr>
<td align="left" valign="top">3D-printing</td>
<td align="left" valign="top">Cultural barriers (expected to enable steak-like sensory experience) (I5), expected to mimic precisely the structure of conventional meat (<xref ref-type="bibr" rid="ref40">Handral et al., 2022</xref>; <xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>)<break/>Food properties (product&#x2019;s composition is expected to be more easily manipulated) (I5)<break/>Food properties [expected to be customizable for elderly people with chewing or swallowing problems (<xref ref-type="bibr" rid="ref91">Portanguen et al., 2019</xref>; <xref ref-type="bibr" rid="ref40">Handral et al., 2022</xref>)]</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Decellularization</td>
<td align="left" valign="top">Cost barriers (expected to have low cost and scalability) (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>; <xref ref-type="bibr" rid="ref107">Singh et al., 2023</xref>)</td>
<td align="left" valign="top">Food properties (product&#x2019;s composition can be more difficult to control) (I5)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Scaffolds can influence the organoleptic properties by creating structures that resemble the structure of conventional meat. Furthermore, scaffolds may have an impact on costs and on scalability of the process by enabling to suspend cells that need to attach to a surface in a bioreactor (<xref ref-type="bibr" rid="ref14">Bomkamp et al., 2022</xref>).</p>
<p>Microcarriers that are food grade and remain in the final product, lower the production costs (positive claim), since the cells do not need to be separated from the scaffold, which results in higher cell yields (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>; <xref ref-type="bibr" rid="ref134">Zernov et al., 2022</xref>; <xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>). It is possible to enhance the nutritional value of the final product when using microcarriers, for example, by encapsulating nutraceuticals (<xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>) (enhancing food properties&#x2009;=&#x2009;positive claim). Additionally, the color of the final product can be influenced (<xref ref-type="bibr" rid="ref18">Chen L. et al., 2022</xref>; <xref ref-type="bibr" rid="ref17">Chen Y. P. et al., 2022</xref>; <xref ref-type="bibr" rid="ref132">Yen et al., 2023</xref>) leading to greater consumer acceptance, (expected low cultural barriers&#x2009;=&#x2009;positive claim). <xref ref-type="bibr" rid="ref132">Yen et al. (2023)</xref> incorporated oleo gels into microcarriers, which had similar properties to beef fat with enhanced nutritional values (enhanced food properties&#x2009;=&#x2009;a positive claim). Others produced microcarriers out of by-products of the food industry, such as turkey collagen and eggshell membrane (<xref ref-type="bibr" rid="ref4">Andreassen et al., 2022</xref>). Those components are low in cost, have a high nutritional value and are biocompatible for the cells (enhanced food properties&#x2009;=&#x2009;positive claim). However, they are not vegetarian/vegan, thus there could be cultural barrier for some consumers (negative claim). One main advantage of microcarriers is that they are simple to control and monitor compared to the other scaffolds, which can result in enhanced quality, consistency and cost reduction (<xref ref-type="bibr" rid="ref79">Moslemy et al., 2023</xref>) (expected lower production cost&#x2009;=&#x2009;positive claim).</p>
<p>When using hydrogels for scaffolding some of the ingredients, such as alginate, are already widely used in the food industry and therefore represent and affordable solution for cultivated meat producers (<xref ref-type="bibr" rid="ref105">Seo et al., 2023</xref>) (expected no cost barriers&#x2009;=&#x2009;positive claim).</p>
<p>For porous scaffolds plant proteins represent a suitable scaffolding ingredient due to their affordability, high nutritional value, and compatibility with cells (<xref ref-type="bibr" rid="ref7">Ben-Arye and Levenberg, 2019</xref>; <xref ref-type="bibr" rid="ref8">Ben-Arye et al., 2020</xref>; <xref ref-type="bibr" rid="ref61">Lee et al., 2022</xref>). These positive claims refer to low cost barriers for producers and food properties that are conducive to consumer health. Using extrusion to produce porous scaffolds allows for the use of side streams, for example from the oil industry, increasing the sustainability of the process (<xref ref-type="bibr" rid="ref8">Ben-Arye et al., 2020</xref>). Even though further steps need to be taken to increase the functionality of extruded scaffolds, this technology represents a promising approach due to its scalability, affordability, and consumer acceptance (I4) (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>). It is thus associated with reduction of cost barriers for producers and lowering of cultural barriers for consumers (positive claims).</p>
<p>Electrospinning is a cost-effective and simple process and already widely used in the textile industry and tissue engineering (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>), (expected low cost barriers for producers&#x2009;=&#x2009;positive claim). However, products made by electro-spinning are not considered tasty (I4) and therefore the technology is associated with cultural barriers to consumption (negative claim).</p>
<p>3D-bioprinted cultivated meat could lead to more consumer acceptance due to the possibility to precisely mimic the structure of conventional meat (<xref ref-type="bibr" rid="ref40">Handral et al., 2022</xref>; <xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>) (expected low cultural barriers&#x2009;=&#x2009;positive claim). Furthermore, it could offer appealing food by bringing it into desired shapes for elderly people who might have chewing or swallowing problems (<xref ref-type="bibr" rid="ref91">Portanguen et al., 2019</xref>; <xref ref-type="bibr" rid="ref40">Handral et al., 2022</xref>) (food properties enhancing inclusion in consumption&#x2009;=&#x2009;positive claim). Including antioxidants as a scaffolding component during 3D-bioprinting allows to enhance the nutritional value of the final product (<xref ref-type="bibr" rid="ref25">Dutta et al., 2022</xref>) (food properties conducive to consumer health&#x2009;=&#x2009;positive claim).</p>
<p>Decellularized scaffolds are low in cost, sustainable, contain the vascularization and have the potential to be scaled up in a bioreactor (<xref ref-type="bibr" rid="ref62">Levi et al., 2022</xref>; <xref ref-type="bibr" rid="ref107">Singh et al., 2023</xref>). These positive claims refer to lowering the cost barriers for producers. However, the composition of the scaffold might not be as easy to enhance compared to the other scaffolds. The nutritional value of the final product would be influenced directly by the growth of the cells (I5) (no possibility to enhance food properties&#x2009;=&#x2009;negative claim).</p>
</sec>
</sec>
<sec id="sec26">
<label>3.3</label>
<title>Media</title>
<sec id="sec27">
<label>3.3.1</label>
<title>Media used for scaffolds in cultivated meat production</title>
<p>Cell culture media is the major cost driver when considering large scale cultivated meat production (<xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>; <xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>). It is estimated to make up to 99% of the total cultivated meat production cost (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>; <xref ref-type="bibr" rid="ref129">Yang et al., 2023</xref>). Therefore, it is important to ensure that a medium enables efficient proliferation and differentiation of cells while maintaining food safety of the final product (<xref ref-type="bibr" rid="ref38">Guan et al., 2021</xref>). The media contains nutrients and oxygen for the cell culture and influences the characteristics of the final cultivated product (<xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). Efficiency of the cell culture is impacted by the composition of the medium and each cell type has its unique requirements. Therefore, adjusting the medium based on the specific needs of the cell type is crucial. Finding appropriate concentrations of growth factors and proteins is essential to prevent inefficient nutrient uptake and excessive buildup of metabolic compounds (<xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>).</p>
<sec id="sec28">
<label>3.3.1.1</label>
<title>Serum-based medium</title>
<p>The medium contains fetal bovine serum (FBS), which contains 200&#x2013;400 different proteins along with thousands of small molecule metabolites in undefined concentration and is hence suitable for different cell types (<xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). It supports cell attachment and proliferation (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>).</p>
</sec>
<sec id="sec29">
<label>3.3.1.2</label>
<title>Medium with plant components</title>
<p>There are ongoing efforts to replace the serum in the culture media. It has been shown that cell viability of muscle cells can be improved by using glucose and amino acids extracted from algae. Nevertheless, the use of FBS is still necessary to maintain and increase cell viability (<xref ref-type="bibr" rid="ref84">Okamoto et al., 2020</xref>, <xref ref-type="bibr" rid="ref85">2022</xref>).</p>
</sec>
<sec id="sec30">
<label>3.3.1.3</label>
<title>Chemically defined medium</title>
<p>In chemically defined media the composition of each component is clearly defined. It can be mixed with pacificated hormones and growth factors (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>). Serum-free and chemically defined media for proliferation and differentiation of bovine and porcine muscle cells were recently developed (<xref ref-type="bibr" rid="ref56">Kolkmann et al., 2022</xref>; <xref ref-type="bibr" rid="ref74">Messmer et al., 2022</xref>; <xref ref-type="bibr" rid="ref39">Guan et al., 2023</xref>). However, more research needs to be done for media optimization. The use of stochastic methods combined with mathematical networks was proposed to analyze and predict the effect of the components (<xref ref-type="bibr" rid="ref56">Kolkmann et al., 2022</xref>).</p>
</sec>
<sec id="sec31">
<label>3.3.1.4</label>
<title>Precision fermentation</title>
<p>FBS can be replaced by albumin, which is a protein present in blood plasma (<xref ref-type="bibr" rid="ref45">Harris and Hoeger, 2020</xref>; <xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>). Albumin can be recombinantly produced by (typically genetically engineered) bacteria, yeast, animal or plant cells. However, the production is very cost intensive and up to now not suitable for cultivated meat production (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>). A price calculation of <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref> showed that the price for albumin would need to be reduced by factor 100. While primary cells need albumin for proliferation, iPSCs can proliferate without it (<xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>). <xref ref-type="bibr" rid="ref115">Stout et al. (2021)</xref> suggested a serum-free medium containing B8 medium based on glucose, amino acids, vitamins, salts, fatty acids and recombinant human albumin, which was expressed in rice. This medium showed to be effective for the expansion of primary bovine satellite cells and showed comparable short time growth rates of the cells as cells grown with 20% FBS. A passaging protocol further showed that the cells were able to retain their ability to form muscle tissue when using this medium. The estimated costs of this medium was between 46 and 74 $/L depending on the growth factor concentration, which is 75&#x2013;85% cheaper than serum-containing media. However, the major cost driver of this medium remained the recombinant proteins, wherefore more research is needed to decrease the costs further (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>).</p>
</sec>
<sec id="sec32">
<label>3.3.1.5</label>
<title>Medium recycling</title>
<p>Metabolic waste produced by the cells during cell cultivation, such as ammonium and lactate have an impact on the cell productivity and growth. This makes it crucial to replace the medium frequently. Therefore, the medium is often exchanged due to metabolic build ups and not due to a lack in sufficient nutrient concentration, which has an impact on the cost effectiveness of the medium (<xref ref-type="bibr" rid="ref44">Haraguchi and Shimizu, 2021</xref>; <xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>). Early exchange of the medium will also remove growth factors or proteins secreted by the cells that are needed for cell signaling. Therefore, the cells constantly need to replace those proteins which can additionally cause changes in the morphology or have an impact on the cell interaction (<xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>). Further, the wasted medium contains nitrogen and phosphorus nutrients, which could lead to eutrophication of water bodies (<xref ref-type="bibr" rid="ref72">Mattick et al., 2015b</xref>). Therefore, medium recycling is a crucial step for the sustainable production of cultured meat (<xref ref-type="bibr" rid="ref44">Haraguchi and Shimizu, 2021</xref>). Different feeding regimes were tested on bovine adipose derived fat cells by exchanging 80, 65 or 50% of the medium. It was shown that 80% medium exchange led to the most economical result, since the cell growth decreased when exchanging less medium (<xref ref-type="bibr" rid="ref41">Hanga et al., 2020</xref>). <xref ref-type="bibr" rid="ref48">Hubalek et al. (2022)</xref> suggested three different strategies to either recycle the medium or extend its life span. One strategy would be to reduce the accumulation of metabolic waste in the medium as such or to dilute the metabolic waste. Another way would be to remove the metabolic waste directly by an ion exchange and revalorize this for example using ammonia as a plant fertilizer or reintroducing lactate later in the cultivation process to induce myogenic differentiation (<xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>). By removing the harmful metabolic compounds, the valuable compounds left in the media could be reintroduced into the bioreactor and supplemented with substrates. Another strategy would be the circular use of conditioned medium by growing animal cells and microalgae simultaneously. This strategy was proposed by <xref ref-type="bibr" rid="ref44">Haraguchi and Shimizu (2021)</xref> and will be explained in more detail in the following paragraph (<xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>).</p>
</sec>
<sec id="sec33">
<label>3.3.1.6</label>
<title>Circular cell culture</title>
<p><xref ref-type="bibr" rid="ref43">Haraguchi et al. (2022)</xref> suggested a method, where mammalian cells grow using microalgae culture waste medium. Once the nutrients are used by mammalian cells, the medium can be reused for microalgae, creating a circular usage pattern. The waste medium of the microalgae is supplemented with growth factor produced by liver cells. Amino acids and glucose are extracted from microalgae. During muscle cell cultivation, the glucose concentration in the medium decreased after two cycles while the total proteinogenic amino acid concentration remained almost stable. Growth factors obtained from the condition liver cells medium were added frequently to the medium, since inactivation of those could occur after multiple cycles. This system allows growth of muscle cells in a serum-free environment. Further, waste medium produced by muscle cells can be used as a culture media for microalgae. Ammonia produced by muscle cells during cell cultivation is a valuable component for microalgae to produce proteinogenic amino acids, which can then again be used for muscle cell cultivation. It was shown that microalgae effectively metabolized ammonia in the medium up to 90% without metabolizing glucose or other amino acids left in the medium. This shows that microalgae can be used to effectively reduce metabolic products produced by mammalian cells which would otherwise be harmful for mammalian cell culture. This system allows to decrease culture medium costs by eliminating the need for FBS in the medium and increasing the efficiency of the medium due to recycling of culture medium by microalgae. Furthermore, reusing waste medium of mammalian cell cultures will decrease the environmental impact and the resource energy use associated with medium production (<xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="sec34">
<label>3.3.2</label>
<title>Expected impacts of media used in production of cultivated meat</title>
<p>As for the other technological areas, literature was analyzed and interviews were conducted to understand if various approaches to production of cultured medium are expected to help make the production and consumption of cultivated meat inclusive. The results are summarized in <xref ref-type="table" rid="tab5">Table 5</xref> and further used for the creation of the radar in <xref ref-type="fig" rid="fig3">Figure 3</xref>.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Different culture media and their expected impacts.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Alternative solutions</th>
<th align="center" valign="top" colspan="2">Claims about impacts relevant to social inclusion</th>
</tr>
<tr>
<th align="left" valign="top">Positive claims</th>
<th align="left" valign="top">Negative claims</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Serum-based medium</td>
<td align="left" valign="top">Regulatory barriers (serum-based media expected to get regulatory approval easier) (I4)</td>
<td align="left" valign="top">Cultural barriers (serum-based medium is considered unethical, animal unfriendly, and is expected to have low public acceptance) (I4, I6, I11) (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>)<break/>Cultural barriers (vegans and vegetarians, who reject meat on animal welfare grounds, are expected to reject the cultivated meat produced with serum-based medium) (I4, I5, I6)<break/>Cost barriers (FBS-free media are now cheaper than FBS-based media) (I11) (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>)<break/>Food contamination risk (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">FBS-free with animal components</td>
<td align="left" valign="top">Cultural barriers (meat eaters are expected to accept use of media with animal components) (I3)<break/>Cost barriers (medium with components from blood of slaughtered animals is cheaper than chemically defined medium) (I3)</td>
<td align="left" valign="top">Cultural barriers (expected low public acceptance of using animal components) (I5)<break/>Cultural barriers (ethically motivated minded vegans and vegetarians would be excluded) (I3, I5)</td>
</tr>
<tr>
<td align="left" valign="top">Medium with ingredients from precision fermentation</td>
<td align="left" valign="top">Cost barriers [cost reduction 75&#x2013;85% cheaper compared to serum-containing media (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>)]</td>
<td align="left" valign="top">Regulatory barriers (unclear if sales of cultivated meat produced with such medium would get regulatory approval for this media, which is produced with the help of GM microorganisms) (I4)<break/>Regulatory barriers (unclear if sales in EU would be approved) (I2)<break/>Capability barriers (large scale production is currently not possible) (I2) (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Medium with ingredients from GM plants</td>
<td align="left" valign="top">Cost barriers (large scale production is expected to be possible) (I2)<break/>Capability barriers (farmers will be included in the new value chains and will be able to produce crops with higher added value) (I2)</td>
<td align="left" valign="top">Regulatory barriers (this media needs regulatory approval. It is unclear if medium produced with ingredients from GM plants will be considered GM) (I2)</td>
</tr>
<tr>
<td align="left" valign="top">Serum-free with (native) plant-based ingredients</td>
<td align="left" valign="top">Cost barriers [expected to be cheaper than chemically defined medium (I3)]</td>
<td align="left" valign="top">Cost barriers [high batch-to-batch variations (<xref ref-type="bibr" rid="ref130">Yao and Asayama, 2017</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>)]<break/>Food contamination (possible exposure to high concentrations of pesticides or herbicides) (<xref ref-type="bibr" rid="ref130">Yao and Asayama, 2017</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Media recycling</td>
<td align="left" valign="top">Risk of food production-related environmental pollution [less eutrophication of water bodies due to recycling of media containing nitrogen and phosphorus nutrients (<xref ref-type="bibr" rid="ref72">Mattick et al., 2015b</xref>)]<break/>Cost barriers (medium recycling reduces the cost of exchanging medium due to metabolic build up [<xref ref-type="bibr" rid="ref44">Haraguchi and Shimizu, 2021</xref>; <xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>)]</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Circular cell culture</td>
<td align="left" valign="top">Cultural barriers [addition of FBS is not necessary (<xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>)]<break/>Cost barriers [medium efficiency is increased (<xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>)]</td>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The serum-based media using FBS are expected to have a high batch to batch variation and be more expensive than serum-free media (I11) (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). These claims relate to production cost and are negative. Moreover, the serum-based media are expected to be seen by consumers as unethical (I4, I6, I11) (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>) and incompatible with vegetarian diets due to animal welfare concerns (I4, I5, I6) (expected cultural barriers to consumption&#x2009;=&#x2009;negative claims). Including FBS or other animal components in the medium poses a food contamination risk (<xref ref-type="bibr" rid="ref37">Gstraunthaler and Lindl, 2013</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>) and large-scale decontamination process is yet to be developed (I3) (enhanced risk for consumer health&#x2009;=&#x2009;negative claim). However, it is expected to be easier to get regulatory approval for serum-based media compared to the other alternatives (I4) (expected low regulatory barriers&#x2009;=&#x2009;positive claim).</p>
<p>The expectations about media using animal components other than FBS, such as blood from slaughtered animals, are mixed. Some experts expect costs to be lower than in case of chemically defined medium and the acceptance to be high among meat eaters (I3) (lower cost for producers and low cultural barrier for consumers&#x2009;=&#x2009;positive claims). Others expect the same ethical concerns as for FBS-based medium would affect the general public acceptance but also stop vegans and vegetarians from consumption of cultivated meat (I3, I5) (expectation of cultural barriers to consumption&#x2009;=&#x2009;negative claims). These positive and negative claims about cultural barriers concern people with different eating habits.</p>
<p>Similarly, in the case of media with plant components, some experts expect high batch-to-batch variations (increased costs&#x2009;=&#x2009;negative claim) and possible exposure to high concentrations of pesticides or herbicides to pose problems (risk of food contamination&#x2009;=&#x2009;negative claim) (<xref ref-type="bibr" rid="ref116">Su et al., 2021</xref>; <xref ref-type="bibr" rid="ref74">Messmer et al., 2022</xref>). However, media with plant components are expected to be cheaper than chemically defined medium (I3) (lower costs barrier for producers&#x2009;=&#x2009;positive claim).</p>
<p>Should GM plants be used for production of medium, experts expect that crop farmers could participate in the emerging value chains for cultivated meat by doing what they already know for example producing crops but with higher added value (I2) (no capability barrier for producers&#x2009;=&#x2009;positive claim). The use of GM crops for medium production is also expected to allow scale-up and lower the production costs (I2) (lowering cost for producers&#x2009;=&#x2009;positive claim). However, one expert noted that regrettably it is unclear if sales of cultivated meat would be allowed in the EU when the GM crops are used in culture medium (I2) (risk of regulatory barriers to consumption&#x2009;=&#x2009;negative claim).</p>
<p>Medium with ingredients obtained by precision fermentation is expected to be 75&#x2013;85% cheaper compared to serum-containing medium when produced at scale (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>) (expected lower cost for producers&#x2009;=&#x2009;positive claim). However, the scale-up is currently not possible (I2) (<xref ref-type="bibr" rid="ref115">Stout et al., 2021</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>) (capability barrier for producers&#x2009;=&#x2009;negative claim). Moreover, it is unclear if sales of cultivated meat would be allowed in the EU when GM microorganisms are used to produce components of the culture medium used in the production of cultivated meat (I2, I4) (regulatory barriers to consumption&#x2009;=&#x2009;negative claim).</p>
<p>Medium recycling is expected to mitigate the problem of eutrophication of water bodies, which would arise if wasted media, containing nitrogen and phosphorus, is released into water (<xref ref-type="bibr" rid="ref72">Mattick et al., 2015b</xref>) and could put public health at risk (risk of water pollution is reduced&#x2009;=&#x2009;positive claim). Furthermore, the recycling would lead to more effective use of the media lowering the production cost (<xref ref-type="bibr" rid="ref44">Haraguchi and Shimizu, 2021</xref>; <xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>; <xref ref-type="bibr" rid="ref48">Hubalek et al., 2022</xref>) (lower cost barrier for producers&#x2009;=&#x2009;positive claim). In circular cell culture the use of the medium would be more effective and the use of FBS not necessary (<xref ref-type="bibr" rid="ref43">Haraguchi et al., 2022</xref>) further lowering cost barrier for producers and cultural barrier for consumers (positive claims).</p>
</sec>
</sec>
<sec id="sec35">
<label>3.4</label>
<title>Bioreactors</title>
<sec id="sec36">
<label>3.4.1</label>
<title>Bioreactors used in cultivated meat production</title>
<p>Bioreactors are needed to scale-up the production of cultivated meat, which represents further challenges. The scaling effects on animal muscle cells is not yet fully known and the use of different bioreactor types needs yet to be explored (<xref ref-type="bibr" rid="ref64">Li et al., 2020b</xref>). Only a few proof of concept publications using microcarriers and/or spinner flasks for the cultivation of meat at a bigger scale exist (<xref ref-type="bibr" rid="ref122">Verbruggen et al., 2018</xref>; <xref ref-type="bibr" rid="ref42">Hanga et al., 2021</xref>; <xref ref-type="bibr" rid="ref135">Zhang et al., 2021</xref>).</p>
<p>The choice of bioreactors depends on the cell type during proliferation and maturation phase, the scaffold and the product characteristics that need to be achieved (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>; <xref ref-type="bibr" rid="ref3">Allan et al., 2019</xref>). Even though the bioprocess design for cultivated meat can rely on the expertise of other industries, the cultivation of mammalian anchorage dependent cells continues to face difficulties for large scale production (<xref ref-type="bibr" rid="ref3">Allan et al., 2019</xref>). The cells used for meat cultivation have lower shear limits compared to prokaryotes used in fermentation processes, wherefore the stirring and agitation rate in the process plays a crucial role to preserve the viability of the cells (<xref ref-type="bibr" rid="ref47">Hu et al., 2011</xref>; <xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>). Further the surface area to volume ratio of the scaffold used in the cultivation process has an impact on the size of the bioreactor. Additionally, the choice of the scaffold has an influence on the bioreactor seeding efficiency, the passaging requirements, downstream processing, the bioreactor fluid dynamics, the mass transfer, and the costs (<xref ref-type="bibr" rid="ref3">Allan et al., 2019</xref>).</p>
<p>Operation modes to cultivate cells in a bioreactor are batch, fed-batch, or perfusion. The batch process allows no additional feeding throughout the process and is the simplest method. However, only limited control of the growth rate of the cells are possible. Fed-batch is the most frequently used operation mode, here the nutrients are added in a controlled manner to the bioprocess. It allows good control of cell growth and thus results in higher productivity (<xref ref-type="bibr" rid="ref76">Meyer et al., 2017</xref>). The perfusion mode allows the cultivation of higher cell densities. Here the medium is continuously cycled through a porous structure containing attached cells. This allows to provide nutrients and oxygens to the cells and to discard metabolic compounds. The perfusion is limited by the cell growth in the structure (<xref ref-type="bibr" rid="ref49">Humbird, 2021</xref>).</p>
<p>Cell proliferation and differentiation are the two key stages that need to be considered for bioprocess design (<xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>; <xref ref-type="bibr" rid="ref100">Roy et al., 2023</xref>). For proliferation purposes the cells can be grown on microcarriers in dynamically mixed bioreactors such as stirred-tank bioreactors, air-lift reactors or rocking bed reactors. Differentiation of cells is supported by static bioreactors including scaffolds such as packed-bed bioreactors or hollow fiber bioreactors (<xref ref-type="bibr" rid="ref136">Zidari&#x010D; et al., 2020</xref>). The conditions present in those bioreactors mimic the <italic>in vivo</italic> conditions of the cells and supports differentiation (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>; <xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>). Finally, the bioreactor choice influences the structure of the final product since some bioreactors support two-dimensional growth of cells, while others support three-dimensional growth of cells (<xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>). Bioreactors for unstructured cultivated meat products are stirred-tank bioreactors, wave or rocking bed bioreactors and air-lift bioreactors, while the packed- or fixed-bed and the hollow fiber bioreactors allow the cultivation of more complex structures (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>; <xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>; <xref ref-type="bibr" rid="ref100">Roy et al., 2023</xref>).</p>
<p><italic>Stirred-tank bioreactors</italic> are often used for mammalian cell cultivation. Stirrers in those bioreactors are used to ensure a homogeneous distribution of the nutrients, oxygen, and cells. This can lead to high shear stresses acting on the cells, which has an impact on their viability (<xref ref-type="bibr" rid="ref69">Marks, 2003</xref>). Since most cells are anchorage dependent, they can either be grown on microcarriers or in aggregates. Microcarriers provide a large surface to grow on and are suitable for bovine muscle cells (<xref ref-type="bibr" rid="ref122">Verbruggen et al., 2018</xref>; <xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>). Different cell types such as modified iPSCs, ESCs from mice and human and mice muscle cells can be grown in aggregates (<xref ref-type="bibr" rid="ref30">Fok and Zandstra, 2005</xref>; <xref ref-type="bibr" rid="ref1">Abbasalizadeh et al., 2012</xref>; <xref ref-type="bibr" rid="ref16">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="ref2">Aguanno et al., 2019</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). However, mice muscle cells showed the characteristics of dormant cells when grown in aggregates, which make them unsuitable for cell expansion (<xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). More research is needed for cell aggregates in the cultured meat domain to investigate the relevancy of this process (<xref ref-type="bibr" rid="ref22">Djisalov et al., 2021</xref>).</p>
<p><italic>Wave or rocking bioreactors</italic> are a low-shear-alternative compared to the stirred-tank bioreactor and are as well commonly used for cell cultivation (<xref ref-type="bibr" rid="ref15">Cantarero Rivera and Chen, 2022</xref>). The cells are suspended in aggregates or on microcarriers in a bag or container, which is mounted to a rocking platform (<xref ref-type="bibr" rid="ref15">Cantarero Rivera and Chen, 2022</xref>). Both bioreactor types, stirred-tank and wave or rocking, can be used as single-use bioreactors, which has multiple advantages such as easier sterilization, lower contamination risk, lower energy and sensor cost and allows to shorten the downtimes between batches. Further, single-use bioreactors allow to lower the water and energy usage, reducing the environmental impact compared to traditional reusable stainless-steel bioreactors (<xref ref-type="bibr" rid="ref18">Chen L. et al., 2022</xref>).</p>
<p>The mixing in <italic>air-lift bioreactors</italic> is carried out without mixing units but through integrated air streams or the stream of other gases and special components that force a circulating flow. This is advantageous because it can lead to less inhomogeneity, less shear stress and lower power requirement due to less energy dissipation compared to stirred-tank bioreactors (<xref ref-type="bibr" rid="ref73">Merchuk, 1990</xref>).</p>
<p><italic>Packed-bed or fixed-bed bioreactors</italic> consist of two vessels: one contains the porous or fibrous scaffold for the cells to attach to while the other contains the culture medium. Both vessels are connected to each other through a circulating loop. The medium is pumped from the medium vessel through the scaffold containing the cells and brought back to the medium vessel. Operation modes are batch, fed-batch or perfusion mode. At a larger scale a radial flow is needed to overcome potential oxygen limitations (<xref ref-type="bibr" rid="ref92">P&#x00F6;rtner et al., 2007</xref>).</p>
<p>As mentioned before <italic>hollow fiber bioreactors</italic> are considered for the differentiation phase of cells. The bioreactor consists of semipermeable hollow fibers, which allow the artificial circulation of nutrients and oxygen. Cellulose and polyethersulfone are most commonly used for the hollow fibers (<xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>). <xref ref-type="bibr" rid="ref118">Tuomisto et al. (2022)</xref> recently calculated the life cycle assessment of a bioprocess design using hollow fiber bioreactors. The bioreactor used for research consisted of polystyrene fibers that were used as scaffolds and further allowed the proliferation and differentiation of the cells. It was possible to produce a cell slurry that could later be incorporated in a product. However, the production of whole-cut meat involves other design challenges, which were not addressed in the work (<xref ref-type="bibr" rid="ref118">Tuomisto et al., 2022</xref>). If cells must be detached from the fibers it can cause problems, since the reagent might not be able to penetrate all cell layers (<xref ref-type="bibr" rid="ref55">Kirsch et al., 2023</xref>).</p>
</sec>
<sec id="sec37">
<label>3.4.2</label>
<title>Expected impacts of bioreactors used in production of cultivated meat</title>
<p>Due to high media and cell costs, scaling of the cultivated meat production process is very expensive leading to lacking data of scaled bioprocess designs (<xref ref-type="bibr" rid="ref64">Li et al., 2020b</xref>). Therefore, the data present for bioprocess design is based on assumptions, small-scale experiments or simulations. As explained above, the choice of the bioreactor will influence the structure/texture of the final product, which either raises or lowers cultural barrier for consumers (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>; <xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>; <xref ref-type="bibr" rid="ref100">Roy et al., 2023</xref>). Further, the operation mode of the bioprocess is directly related to the capital costs (<xref ref-type="bibr" rid="ref49">Humbird, 2021</xref>), hence it relates to the cost barrier for producers. More data is needed to specifically determine the impact of the different innovations possible in the field. The claims about impacts of technologies on inclusion in production or consumption are analyzed below and summarized in <xref ref-type="table" rid="tab6">Table 6</xref>, the results are further used for the creation of the radar shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Different bioreactor and bioprocesses and their expected impacts.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Alternative solutions</th>
<th align="center" valign="top" colspan="2">Claims about impacts relevant to social inclusion</th>
</tr>
<tr>
<th align="left" valign="top">Positive claims</th>
<th align="left" valign="top">Negative claims</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Operation mode: perfusion</td>
<td/>
<td align="left" valign="top">Financial barriers [prices higher than a premium cut meat due to increased capital costs (<xref ref-type="bibr" rid="ref49">Humbird, 2021</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Operation mode: fed-batch</td>
<td/>
<td align="left" valign="top">Financial barrier [prices similar to a premium cut meat could be achieved (<xref ref-type="bibr" rid="ref49">Humbird, 2021</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Stirred-tank bioreactor</td>
<td align="left" valign="top">Cost barriers [expected good scalability of the cultivation process (<xref ref-type="bibr" rid="ref78">Moritz et al., 2015</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>)]<break/>Cost barriers [better quality control compared to hollow fiber and fixed-bed bioreactor lead to lower costs (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>)]</td>
<td align="left" valign="top">Cost barriers [high media volume to cell quantity needed (<xref ref-type="bibr" rid="ref117">Thyden et al., 2022</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Wave or rocking bed bioreactor</td>
<td align="left" valign="top">Cost barriers [better quality control compared to hollow fiber and fixed-bed bioreactor lead to lower costs (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>)]</td>
<td align="left" valign="top">Cost barriers [scale up is limited, bioreactors are expensive (<xref ref-type="bibr" rid="ref15">Cantarero Rivera and Chen, 2022</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Air-lift bioreactor</td>
<td align="left" valign="top">No data</td>
<td align="left" valign="top">No data</td>
</tr>
<tr>
<td align="left" valign="top">Packed- or fixed-bed bioreactor</td>
<td align="left" valign="top">Cost barriers [it is possible to reduce the use of media which leads to reduction of costs (<xref ref-type="bibr" rid="ref75">Meuwly et al., 2004</xref>; <xref ref-type="bibr" rid="ref58">Kumar and Starly, 2015</xref>)]<break/>Cultural barriers [the production of more complex meat structures is possible (<xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>) which resemble, e.g., meat steak]</td>
<td align="left" valign="top">Capability barriers [growing more complex structures leads to less quality control compared to stirred-tank or wave bioreactor (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>)]</td>
</tr>
<tr>
<td align="left" valign="top">Hollow fiber bioreactor</td>
<td align="left" valign="top">Cultural barriers [the production of more complex meat structures is possible (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>; <xref ref-type="bibr" rid="ref100">Roy et al., 2023</xref>)]</td>
<td align="left" valign="top">Capability barriers [growing more complex structures leads to less quality control compared to stirred-tank or wave bioreactor (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>)]</td>
</tr>
</tbody>
</table>
</table-wrap>
<p><xref ref-type="bibr" rid="ref49">Humbird (2021)</xref> estimated the costs for cultured meat bioprocesses running in fed-batch and perfusion. He assumes that achieving a price of cultured meat at $50 per kilogram in supermarkets, which relates to the price for premium cut meat, might result in the replacement of traditional meat with cell-cultured alternatives. Running the bioprocess in fed-batch could potentially allow to meet the 50$ price mark if low-cost hydrolysates could be used in the media. However, perfusion exceeds the price mark due to the increased capital cost and capital-dependent costs. These claims refer to financial barrier for consumers. In both cases the price would be equal or higher to premium cut meat, which is not affordable for many (hence these claims are negative).</p>
<p>The advantage of stirred-tank bioreactors is a good scalability of the cultivation process (<xref ref-type="bibr" rid="ref78">Moritz et al., 2015</xref>; <xref ref-type="bibr" rid="ref93">Post et al., 2020</xref>). Additionally, stirred-tank bioreactors allow for a better quality control compared to hollow fiber and fixed-bed bioreactors which lead to lower production costs (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>) (positive claim). <xref ref-type="bibr" rid="ref41">Hanga et al. (2020)</xref> demonstrated the cultivation of bovine adipose cells on microcarriers in a 3&#x2009;L-single-use stirred-tank bioreactor. This approach was specially developed for the cultivation of meat. A negative aspect of stirred-tank bioreactors is the need for higher media volume in comparison to other bioreactors (<xref ref-type="bibr" rid="ref3">Allan et al., 2019</xref>; <xref ref-type="bibr" rid="ref6">Bellani et al., 2020</xref>; <xref ref-type="bibr" rid="ref117">Thyden et al., 2022</xref>), which raises the production costs (negative claim).</p>
<p>The scale up of wave or rocking bioreactors is limited since the bags can only be operated at 50% of their capacity to guarantee homogeneous mixing (<xref ref-type="bibr" rid="ref15">Cantarero Rivera and Chen, 2022</xref>). Further, to be used in the cultivated meat production, the single-use bioreactors need to be more affordable (<xref ref-type="bibr" rid="ref17">Chen Y. P. et al., 2022</xref>). The limited scale-up and high costs of single-use bioreactors constitute cost barriers for producers (negative claim). However, compared to fixed-bed bioreactors and hollow fiber bioreactors, the use of microcarriers in stirred-tank and wave bioreactors is advantageous since it allows to control and monitor the culturing process. This results in a more consistent quality and reduces the costs (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>) (expectation of lower cost barrier&#x2009;=&#x2009;positive claim).</p>
<p>Packed- or fixed-bed bioreactors allow the cultivation of more complex, structured cultured meat products (<xref ref-type="bibr" rid="ref88">Paj&#x010D;in et al., 2022</xref>). Such products are expected to be more acceptable to consumers (lower cultural barriers&#x2009;=&#x2009;positive claim). The reduction of the cultivation medium and the operational costs might be possible due to the large surface area of the scaffold which allows for a high cell concentration and therefore circumvents the need for frequent passaging. This lowers cost barriers for producers (positive claim). <xref ref-type="bibr" rid="ref75">Meuwly et al. (2004)</xref> analyzed the effect of the perfusion rate in the fixed-bed bioreactor while cultivating Chinese Hamster Ovary cells. A reduction of 25% media perfusion on a pilot scale allowed to maintain the productivity while reducing the costs for media, material, and human resources (<xref ref-type="bibr" rid="ref75">Meuwly et al., 2004</xref>). However, high cell densities also lead to concentration gradients in nutrients and oxygen, which impacts the cellular behavior (<xref ref-type="bibr" rid="ref58">Kumar and Starly, 2015</xref>). As mentioned above controlling and monitoring the culturing process is more complex compared to stirred-tank and wave or rocking bioreactors (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>). This complexity creates a barrier for producers who lack advanced controlling and monitoring capabilities (negative claim about capability barrier).</p>
<p>Hollow fiber bioreactors may allow for the cultivation of a continuous piece of tissue allowing to grow more complex structures (<xref ref-type="bibr" rid="ref112">Specht et al., 2018</xref>; <xref ref-type="bibr" rid="ref100">Roy et al., 2023</xref>), hence meeting the cultural expectations of consumers (positive claim about cultural barriers). However, the bioreactors allowing to produce more complex meat structures such as the packed-bed or the hollow fiber bioreactor allow less quality control compared to the wave or stirred-tank bioreactor (<xref ref-type="bibr" rid="ref11">Bodiou et al., 2020</xref>) and require higher capabilities from producers (capability barrier&#x2009;=&#x2009;negative claim).</p>
</sec>
</sec>
</sec>
<sec id="sec38">
<label>4</label>
<title>Discussion and conclusion</title>
<p>As it is still unclear if and how cultivated meat would contribute toward creating inclusive food systems, this study used the secondary and primary data to create an overview of technologies for production of cultivated meat and the claims about their expected contributions toward inclusion in production and consumption.</p>
<p>Very different technological approaches are being developed for the cultivated meat production in the four areas identified as current technological bottlenecks: cells, medium, scaffolds and bioprocess (<xref ref-type="bibr" rid="ref18">Chen L. et al., 2022</xref>). Most technologies are at the early stages of development and there is little knowledge about their future impacts. Based on expert opinions, each technological innovation-in-the-making is expected to have some impacts and contributions toward inclusive consumption and/or production. <xref ref-type="fig" rid="fig3">Figure 3</xref> gives an overview of the claims presented in Section 3 in the format of an innovation radar for cultivated meat. The technologies are listed around the rim of the radar and are divided into the sections cells, scaffolds, medium and bioprocess. The positive and negative claims about the technology&#x2019;s contributions toward social inclusion are displayed as diamonds. The claims relate to barriers and risks and each is assigned a different color. The positive claims are displayed in the inner circular section of the radar. The negative claims are displayed in the outer circular section of the radar. The claims presented in this format have been discussed in the sections 3.1.2, 3.2.2, 3.3.2, and 3.4.2.</p>
<p>The findings displayed on the radar bring us to three important conclusions. First, most technological solutions are associated with positive and negative expectations and currently it is not possible that one specific approach to cells, scaffolds, medium and bioprocess is going to be much better for enabling social inclusion than others. Second, most technological solutions for sourcing and optimizing cells and for producing culture medium are expected to have some exclusionary effects, suggesting that currently it is not thinkable that production and consumption of cultivated meat could be socially inclusive. Third, while there is some understanding of how the technologies could change the costs of production and if they would align or misalign with cultural values and norms, it is poorly understood how most technologies for cultivated meat production relate to other barriers to inclusive consumption and production.</p>
<p>The current study has some limitations. First, the study identifies a range of technologies for production of cultivated meat and expert claims about their impacts but neither of these lists is exhaustive. It is likely that relevant impacts have not been identified and some technologies were missed given the limited number of interviews. Second, the study is exploratory and not evaluative &#x2013; it assesses neither the extent to which the impacts are considered to be possible or likely by the experts, nor does it assess the magnitude of these impacts. Our study shows that the different technological solutions are expected to have contributions toward inclusive consumption and production, but the impacts need to be assessed in future studies.</p>
<p>The following implications for research and development funding policies can be drawn from the study. First, public funders and private investors should be aware that there are many different approaches for cultivated meat production, which are expected to have different contributions toward inclusive consumption and production. Financial support for research and development should come with a requirement to thoroughly assess the impacts of emerging processes for production of cultivated meat. To this end, support for inter- and transdisciplinary collaborative research assessing the economic, environmental, and social impacts of technological solutions for cultivated meat production is advised. Second, the policy makers should recognize that there is a possibility of a &#x2018;directionality failure&#x2019; (<xref ref-type="bibr" rid="ref125">Weber and Rohracher, 2012</xref>) within the field of cultivated meat &#x2013; that is a possibility that the less sustainable approaches to production of cultivated meat will be developed, diffused, and institutionalized while more sustainable approaches will be abandoned. To avoid such failure, there is a need for (1) support for a variety of approaches for cultivated meat production, (2) coordinated efforts of actors in the public and private sectors to generate missing knowledge about impacts of various approaches for production of cultivated meat, (3) system-level monitoring of emerging approaches and their impacts, (4) readiness to abandon technological directions when it becomes apparent that their impacts are undesirable or less desirable than those of other protein sources. Lastly, the regulatory framework for cultivated meat production and sales needs to be clarified in the EU.</p>
<p>In conclusion, this article identifies the possible impacts on social inclusion that the currently developed different technological approaches for production of cultivated meat could have in the future. It visualizes the findings as the innovation radar for cultivated meat. The study identifies the gaps in the understanding of the contributions of cultivated meat production toward inclusive food systems and makes recommendations for future research and development and funding policies.</p>
</sec>
<sec sec-type="data-availability" id="sec39">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="sec40">
<title>Author contributions</title>
<p>LW: Conceptualization, Data curation, Investigation, Project administration, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Formal analysis, Funding acquisition, Methodology. DW: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. CD: Funding acquisition, Project administration, Supervision, Writing &#x2013; review &#x0026; editing. CR: Funding acquisition, Project administration, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec41">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. The work presented here was funded under the program Grand Challenges 1: Social Cohesion, Exploratory Projects (IFST Project, Grant. No. 111_MC_SocCoh_5) by the Berlin University Alliance (BUA), funded by the Federal Ministry of Education and Research (BMBF) and the State of Berlin under the Excellence Strategy of the Federal Government and the States. We acknowledge also support of the FEI (Grant No. 01IF22232N), supported within the program for promoting the Industrial Collective Research (IGF) of the German Ministry of Economics and Climate Action (BMWK), based on a resolution of the German Parliament. We acknowledge support by the Open Access Publication Fund of the Technische Universit&#x00E4;t Berlin.</p>
</sec>
<ack>
<p>The authors thank all participants of the interviews for supporting this study with primary data for scientific evaluation.</p>
</ack>
<sec sec-type="COI-statement" id="sec42">
<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="sec43">
<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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