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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Anim. Sci.</journal-id>
<journal-title>Frontiers in Animal Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Anim. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-6225</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fanim.2025.1489212</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Animal Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Mitigating methane emissions and promoting acetogenesis in ruminant livestock</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Mrutu</surname>
<given-names>Rehema Iddi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Abdussamad</surname>
<given-names>Abdussamad Muhammad</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2733254"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Umar</surname>
<given-names>Kabir Mustapha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Abdulhamid</surname>
<given-names>Adnan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Farny</surname>
<given-names>Natalie G.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Center for Dryland Agriculture, Bayero University</institution>, <addr-line>Kano</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Faculty of Veterinary Medicine, Bayero University</institution>, <addr-line>Kano</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Earth and Environmental Sciences, Bayero University</institution>, <addr-line>Kano</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Biology and Biotechnology, Worcester Polytechnic Institute</institution>, <addr-line>Worcester, MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Program in Bioinformatics and Computational Biology, Worcester Polytechnic Institute</institution>, <addr-line>Worcester, MA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Michael D. Flythe, United States Department of Agriculture, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ravikanth Reddy Poonooru, University of Missouri, United States</p>
<p>Jourdan Lakes, United States Department of Agriculture (USDA), United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Natalie G. Farny, <email xlink:href="mailto:nfarny@wpi.edu">nfarny@wpi.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>6</volume>
<elocation-id>1489212</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Mrutu, Abdussamad, Umar, Abdulhamid and Farny</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Mrutu, Abdussamad, Umar, Abdulhamid and Farny</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Through enteric fermentation, ruminants convert fibrous biomass into high-quality proteins like meat and milk. In this process however, methanogenic archaea in the ruminant gastrointestinal tract produce methane, a potent greenhouse gas, from the by-products of enteric fermentation: carbon dioxide and hydrogen. Research in ruminant methane mitigation has been extensive, and over the years has resulted in the development of a wide variety of mitigation strategies ranging from cutting our meat consumption, to breeding low emitting cows, to targeting the rumen microbiome. Methods like promotion of reductive acetogenesis, a natural alternative pathway to methanogenesis in the rumen, are at the forefront of rumen microbiome engineering efforts. However, our inability to make acetogenesis a key hydrogen scavenging process in the rumen have limited these manipulation efforts. Herein we comprehensively review these mitigation strategies, with particular emphasis on mechanisms involving the manipulation of rumen acetogenesis. Such manipulation includes the genetic reprogramming of methanogens for reductive acetogenesis. With the advent of CRISPR-Cas genome editing technologies, the potential exists to transform dominant methane-producing archaea, such as <italic>Methanobrevibacter ruminantium</italic>, into acetate producing organisms. Acetate can, in turn, be utilized by the animal to increase meat and milk production, thus simultaneously reducing emissions and increasing efficiency. The current status and future challenges of these strategies are discussed. We propose that CRISPR offers a promising avenue for sustainable ruminant farming.</p>
</abstract>
<kwd-group>
<kwd>methane</kwd>
<kwd>ruminant</kwd>
<kwd>Wood&#x2013;Ljungdahl pathway</kwd>
<kwd>mitigation</kwd>
<kwd>CRISPR-Cas</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="206"/>
<page-count count="23"/>
<word-count count="12707"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Animal Nutrition</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Methane in global warming and climate change</title>
<p>Greenhouse gases (GHGs) trap heat energy and contribute to global warming, and have been rising dramatically in recent years. Among the greenhouse gases produced by human activities, carbon dioxide (CO<sub>2</sub>), methane (CH<sub>4</sub>), and nitrous oxide (N<sub>2</sub>O) make up the largest proportions, accounting for approximately 75%, 18%, and 4% of the total volume, respectively (<xref ref-type="bibr" rid="B172">Subedi et&#xa0;al., 2022</xref>). Although methane ranks second to carbon dioxide in volume, it has a more significant impact on the rate of warming due to its higher global warming potential. Methane warms the earth 86 times more efficiently than carbon dioxide over a 20-year timescale (<xref ref-type="bibr" rid="B23">Cain et&#xa0;al., 2019</xref>). However, unlike CO<sub>2</sub> which remains in the atmosphere for hundreds of years, methane has a much shorter atmospheric lifetime of 10&#x2013;12 years (<xref ref-type="bibr" rid="B170">Stavert et&#xa0;al., 2022</xref>). Therefore, targeting the emission of CH<sub>4</sub> will more immediately slow global warming compared to targeting CO<sub>2</sub>.</p>
<p>The impact of CH<sub>4</sub> includes two major components: climate warming and atmospheric pollution. Methane warms the earth directly by its own radiative forcing (RF) of 0.97 Watts per square meter (W/m<sup>2</sup>). Oxidation of CH<sub>4</sub> in the atmosphere by hydroxyl (OH) radicals or nitrous oxide produces ozone (O<sub>3</sub>), CO<sub>2</sub>, and water vapor (<xref ref-type="bibr" rid="B152">Rigby et&#xa0;al., 2017</xref>) which add weight to the RF of methane. For instance, when one molecule of CH<sub>4</sub> oxidizes in the presence of N<sub>2</sub>O, it yields an average of 2.7 molecules of ozone, which increases methane&#x2019;s greenhouse effect by 30% (<xref ref-type="bibr" rid="B32">Collins et&#xa0;al., 2018</xref>).</p>
<p>The contribution of methane to atmospheric pollution is primarily driven by ozone, with methane oxidation accounting for approximately 15% of the tropospheric ozone burden (<xref ref-type="bibr" rid="B32">Collins et&#xa0;al., 2018</xref>). Ozone poses significant threats to human health, agriculture and ecosystem balance. Globally, about 1 million premature deaths occur annually due to respiratory illnesses resulting from ozone exposure. Half of these deaths are attributable to anthropogenic CH<sub>4</sub> emissions (<xref ref-type="bibr" rid="B120">McDuffie et&#xa0;al., 2023</xref>). In addition, ozone exposure affects crop growth and productivity. Recently, <xref ref-type="bibr" rid="B124">Mills et&#xa0;al. (2018)</xref> reported a loss of 537 million tons of crop yield between the year 2017 and 2019 due to ozone exposure.</p>
<p>The current global emission of methane is approximately 600 teragrams per year (Tg/yr) (<xref ref-type="bibr" rid="B24">Calabrese et&#xa0;al., 2021</xref>). This amount is approximately 2.6 times the pre-industrial era emission and accounts for 0.5&#xb0;C of the current global warming. Generally, research suggests that all significant methane sources are human driven and largely biogenic in nature, i.e., they involve microbial fermentation. Recent estimates suggest emissions from the year 2007 to present are 85% from microbial sources with about half of it coming from the tropics (<xref ref-type="bibr" rid="B10">Basu et&#xa0;al., 2022</xref>).</p>
<p>Human derived methane microbial emissions fall under three categories: livestock production (115 Tg CH<sub>4</sub>/yr), landfills and waste (68 Tg CH<sub>4</sub>/yr), and rice paddies (30 Tg CH<sub>4</sub>/yr) (<xref ref-type="bibr" rid="B161">Saunois et&#xa0;al., 2019</xref>). Within the livestock sector, emissions from enteric fermentation contribute the largest proportion (85%) amounting to 98 Tg&#x2009;CH<sub>4&#x2009;</sub>/yr (<xref ref-type="bibr" rid="B160">Saunois et&#xa0;al., 2020</xref>). Cattle account for the majority of enteric fermentation CH<sub>4</sub> emissions from livestock worldwide, due to their large population (1.5 billion animals), large rumen size, and digestive characteristics (<xref ref-type="bibr" rid="B115">Malik et&#xa0;al., 2021</xref>). On average a beef cow is estimated to emit up to 500 litres (equivalent to 328.5 grams) of methane per day, or nearly 120 kg per animal per year (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) which exit the animal mainly (95%) through the mouth (<xref ref-type="bibr" rid="B27">Cezimbra et&#xa0;al., 2021</xref>) This methane not only harms the environment, but also impacts animal performance as it accounts for about 12%&#x2013;15% loss of dietary energy (<xref ref-type="bibr" rid="B174">Tapio et&#xa0;al., 2017</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Global yearly emissions of methane by different species. Emissions are shown in kg per animal per year.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-06-1489212-g001.tif"/>
</fig>
<p>As the global population grows and economies strengthen, both consumption and waste production will increase, leading to higher microbial emissions. In the case of the enteric fermentation, by the year 2050 the demand for ruminant products is predicted to increase for meat and milk production by 76% and 63% respectively from their levels in 2010 (<xref ref-type="bibr" rid="B48">FAO, 2018</xref>). This extensive production coupled with already existing extreme weather events will exacerbate microbial emissions. For instance, there is strong evidence that a prolonged dry season in the drylands reduces feed quality and causes feed scarcity, both of which reduce digestibility and increase emissions from enteric fermentation (<xref ref-type="bibr" rid="B173">Tadesse and Dereje, 2018</xref>). On the other hand, prolonged rain seasons expand ruminant feed sources, which in turn promote overfeeding consequently increasing emissions (<xref ref-type="bibr" rid="B162">Schaefer et&#xa0;al., 2016</xref>). Increasing temperatures and additional rainfall creates and expands ideal conditions for methane-emitting archaea in landfills and wetlands (<xref ref-type="bibr" rid="B127">Moomaw et&#xa0;al., 2018</xref>).</p>
<p>Methane is therefore an attractive and cost-effective target for climate mitigation strategies given its potency as a GHG and its shorter lifetime in the atmosphere. By targeting methane, visible impact on the climate will be observed within the next few decades. For instance, it is estimated that if emissions from livestock enteric fermentation were entirely halted, the climate would cool by 0.3&#xb0;C by 2045 (<xref ref-type="bibr" rid="B151">Reisinger et&#xa0;al., 2021</xref>).</p>
<p>This review begins by detailing the landscape of broad strategies of methane mitigation in ruminant animals. Then, we expand upon strategies for promoting acetogenesis, which is at the forefront of rumen methane mitigation strategies. We show why acetogenesis is not dominant in the rumen and then report prior efforts to promote acetogenesis. Previous reviews have focused on chemical inhibitors like 3-nitrooxypropanol (3-NOP, Bovaer<sup>&#xae;</sup>) (<xref ref-type="bibr" rid="B87">Kebreab et&#xa0;al., 2023</xref>) and macroalgae (<xref ref-type="bibr" rid="B166">Sofyan et&#xa0;al., 2022</xref>). Others have focused on nutrition and feed additives (<xref ref-type="bibr" rid="B155">Roques et&#xa0;al., 2024</xref>). By revisiting the limited research in acetogenesis, we question the success, persistence, performance, and the fate of rumen enteric fermentation. Finally, we propose hypothetical, sustainable scenarios to maximize the promotion of acetogenesis in the rumen, including how CRISPR-Cas genome editing techniques could be applied to execute the proposals.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Broad strategies for reducing methane emission from ruminants</title>
<p>The United Nations Climate Change 26<sup>th</sup> Conference of Parties (COP26) through the Global Methane Pledge set a goal to decrease agricultural methane emissions by 30% by the year 2030 (<xref ref-type="bibr" rid="B121">Meinshausen et&#xa0;al., 2022</xref>). Building on this initiative, the recent COP27 launched an initiative called &#x201c;fast mitigation sprint&#x201d;, the goal of which is to focus on big and correctable sources of methane, such as livestock, and to act as quickly as possible (BBC, November 20, 2022).</p>
<p>Research on mitigating rumen methane emissions began over 50 years ago. Prior to 2000, studies focused on enhancing the energy utilization efficiency of rumen fermentation to ultimately improve animal productivity (<xref ref-type="bibr" rid="B11">Beauchemin et&#xa0;al., 2020</xref>). In the early 2000s, the research focus shifted toward directly reducing rumen methane, resulting in numerous strategies and publications. These methods will be discussed in a historical context below with current research gaps and future research areas highlighted in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Trends in rumen methane abatement, knowledge gaps, and opportunities for future research.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Strategy/Approach</th>
<th valign="top" align="left">Methods</th>
<th valign="top" align="left">Mode of action</th>
<th valign="top" align="left">Success rate</th>
<th valign="top" align="left">Limitation</th>
<th valign="top" align="left">Knowledge gaps and Future research</th>
<th valign="top" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Reduce meat consumption</td>
<td valign="top" align="left">Meat substitutes:<break/>Plant based protein<break/>Lab meat<break/>Microbial proteins</td>
<td valign="top" align="left">Reduce cattle herd</td>
<td valign="top" align="left">Undetermined</td>
<td valign="top" align="left">Production and processing of meat substitutes may produce equivalent emissions<break/>Adoption may be constrained by a shift in behavior and cost<break/>Reducing meat consumption contradicts SDG 2 and SDG1 objectives</td>
<td valign="top" align="left">Life cycle assessment studies to contrast emission savings from meat substitute production to emission cost of consumption</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B77">IPCC (2018</xref>:327) (<xref ref-type="bibr" rid="B48">FAO, 2018</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Reduce methane intensity<break/>(Emissions per unit of animal protein)</td>
<td valign="top" align="left">Breeding for low emitters<break/>Advanced husbandry management</td>
<td valign="top" align="left">Improved animal productivity dilutes emission</td>
<td valign="top" align="left">8%</td>
<td valign="top" align="left">Measuring methane emissions direct from animals is expensive<break/>Breeding for less emitters compromise diversity and productivity</td>
<td valign="top" align="left">Develop cost effective methane measurement tools<break/>Studies to identify methane emission proxies</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">Black et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Reduce net emissions<break/>(Emissions per day)</td>
<td valign="top" align="left">Targeting methanogenesis:<break/>&#x2003;Macroalgae<break/>&#x2003;3-NOP<break/>&#x2003;Phage enzymes<break/>Targeting hydrogen:<break/>&#x2003;Concentrate diet<break/>&#x2003;Nitrate reduction<break/>&#x2003;Sulfate reduction<break/>&#x2003;Acetogens</td>
<td valign="top" align="left">Inhibit methanogenesis<break/>Redirect hydrogen to useful pathways</td>
<td valign="top" align="left">99%<break/>30%<break/>97%<break/>30%<break/>31%<break/>16%<break/>100%</td>
<td valign="top" align="left">Short term effect<break/>
<italic>E. coli</italic> may not be the optimal enzyme vehicle<break/>Replacing grass diet with maize will create feed-food competition<break/>Require animals to be housed<break/>Nitrite is an intermediate in nitrate reduction is toxic<break/>Generates a toxic reduced end product, i.e. hydrogen sulfide (H<sub>2</sub>S).<break/>Limited hydrogen thermodynamics</td>
<td valign="top" align="left">Develop slow-release formulations<break/>Search for optimal enzyme vehicle<break/>Discover non-human diets with high digestibility<break/>Identify species that can consume nitrite<break/>Identify species that can consume hydrogen sulfide<break/>Identify competitive acetogens or<break/>engineering the WL pathway</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B154">Roque et&#xa0;al., 2021</xref>)<break/>(<xref ref-type="bibr" rid="B6">Altermann et&#xa0;al., 2018</xref>)<break/>(<xref ref-type="bibr" rid="B176">Ungerfeld, 2020</xref>)<break/>(<xref ref-type="bibr" rid="B194">Williams et&#xa0;al., 2020</xref>)<break/>(<xref ref-type="bibr" rid="B131">Mu&#xf1;oz et&#xa0;al., 2021</xref>)<break/>(<xref ref-type="bibr" rid="B84">Karekar and Ahring, 2023</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The initial response from the two most advocacy institutions for reducing livestock emissions, the United Nations Food and Agriculture Organization (FAO) and the Intergovernmental Panel on Climate Change (IPCC), was to advocate for a reduction in global cattle herds by cutting meat consumption (<xref ref-type="bibr" rid="B49">FAO, 2022</xref>; <xref ref-type="bibr" rid="B78">IPCC 2022</xref>). This approach was supported by several prominent reports, including the Lancet report (<xref ref-type="bibr" rid="B193">Willett et&#xa0;al., 2019</xref>) and the Greenpeace report (<xref ref-type="bibr" rid="B68">Greenpeace, 2020</xref>), which suggested a 50% reduction in red meat consumption by 2050.</p>
<p>Reduction in meat consumption however, is not practical in numerous ways. First, it conflicts with the World Health Organization (WHO) recommendations to meet some key United Nations Sustainable Development Goals (UNSDGs); e.g., SDG2 on nutritional requirements and food security and SDG1 on poverty reduction. This is especially relevant in the Global South, where animal protein availability is still inadequate (<xref ref-type="bibr" rid="B9">Asano and Biermann, 2019</xref>) and consumption is expected to rise as population and average individual incomes increase. Reducing animal numbers in these societies would translate to health problems such as malnutrition, stunted growth, or anemia (<xref ref-type="bibr" rid="B50">Feh&#xe9;r et&#xa0;al., 2020</xref>). Second, large-scale reduction in cattle farming would also require substitutes for fertilizers, leather, and pet foods, leading to increased greenhouse gas emissions from synthetic alternatives (<xref ref-type="bibr" rid="B29">Cheng et&#xa0;al., 2022</xref>). Third, while repurposing the livestock land for carbon sink through forestation is often proposed, this strategy is not practical where livestock farming dominates, because land use alternatives like crop farming and tree growing are often not feasible (<xref ref-type="bibr" rid="B74">Houzer and Scoones, 2021</xref>). Thus, while decreasing cattle farming would reduce GHG emissions, these considerations must be balanced with potential impacts of leaving livestock land vacant, as well as the economic and nutritional needs of cattle farming communities.</p>
<sec id="s2_1">
<label>2.1</label>
<title>Suggested alternatives to animal proteins</title>
<p>The need to balance human health with environmental concerns has driven the development of alternatives to animal proteins. These alternative proteins can provide necessary nutrition while significantly reducing livestock numbers and emissions. They have existed since the 1960s and include insect protein, plant-based substitutes, cultured meat, and fermentation-derived microbial protein (MP) (<xref ref-type="bibr" rid="B79">Ismail et&#xa0;al., 2020</xref>). Each of these categories offers a novel approach to producing protein without relying on conventional livestock farming (<xref ref-type="bibr" rid="B75">Humpen&#xf6;der et&#xa0;al., 2022</xref>).</p>
<sec id="s2_1_1">
<label>2.1.1</label>
<title>Insect protein</title>
<p>Insects offer an environmentally sustainable alternative to traditional livestock farming due to their high protein content, minimal methane production, and lower requirements for land, water, and feed compared to cattle. Crickets, for instance, require just 1.7 kilograms of feed to produce 1 kilogram of protein, while cows require 8 kilograms of feed to generate the same amount of beef protein (<xref ref-type="bibr" rid="B129">Moruzzo et&#xa0;al., 2021</xref>). Despite this efficiency, edible insects face acceptance barriers. It is worth noting current strategies that aim to enhance the appeal of insect consumption, such as processing insects into powders and adding them to familiar products like protein bars, baked goods, and pasta. These insect-based products have already reached markets in the United States, Canada, and Europe, gradually shifting consumer perceptions and promoting the acceptance of insect-derived foods (<xref ref-type="bibr" rid="B129">Moruzzo et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s2_1_2">
<label>2.1.2</label>
<title>Plant based protein</title>
<p>Production-wise, plant-based diets have a lower environmental footprint than animal foods (<xref ref-type="bibr" rid="B168">Springmann et&#xa0;al., 2018</xref>). Studies have reported that a 70% reduction in GHG emissions and land use could be achieved by shifting our diets to plant-based proteins (<xref ref-type="bibr" rid="B50">Feh&#xe9;r et&#xa0;al., 2020</xref>). However, it is important to note that the net environmental benefit is likely to diminish with a complete transition to plant-based products. This is due to: 1) the complex interrelationships in mixed farming systems among feed, fertilizer, and soil quality; and 2) the need for additional land in scaling up plant-based production, which comes at the expense of deforestation and biodiversity decline (<xref ref-type="bibr" rid="B94">Kozicka et&#xa0;al., 2023</xref>).</p>
<p>While plant-based production is considered safe, its consumption may lead to more human emissions. Similar to the rumen of animals, humans produce methane from metabolism of methanogenic species (<xref ref-type="bibr" rid="B148">Polag and Keppler, 2019</xref>). These methanogens contribute to the production, on average, of 0.35 litres (equivalent to 0.23 grams) of methane per person per day (<xref ref-type="bibr" rid="B147">Polag and Keppler, 2018</xref>; <xref ref-type="bibr" rid="B41">Djemai et&#xa0;al., 2021</xref>). In 1986, when the human population was 4.7 billion, total human methane production via breath only was estimated to be 0.3 Tg per year (<xref ref-type="bibr" rid="B34">Crutzen et&#xa0;al., 1986</xref>). Assuming a direct correlation to population growth, 8 billion humans in 2024 now emit 0.51 Tg per year. For comparison, this amount is significantly lower than emissions from ruminant animals. However, these estimations represent only a fraction (25%) of what humans emit through breath, and excludes the 75% eliminated through flatus, which is difficult to measure and thus underreported. Transition to plant-based diet could significantly increase these numbers, as fiber rich diets produce more methane than protein or fat rich diets (<xref ref-type="bibr" rid="B195">Wilson et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2_1_3">
<label>2.1.3</label>
<title>Cultured meat</title>
<p>Cultured meat, or lab meat, is a promising alternative because it bypasses the extravagant length of rearing a whole animal, thus requiring fewer land and water resources (<xref ref-type="bibr" rid="B79">Ismail et&#xa0;al., 2020</xref>). However, converting a cell into a steak in the lab is currently very expensive. For instance, in 2013, researchers from Maastricht University spent $2,470,000/kg of production to produce a proof-of-concept cultured meat product (<xref ref-type="bibr" rid="B158">Rubio et&#xa0;al., 2020</xref>). At this rate, cultured meat is cost prohibitive as large-scale replacements for beef. Furthermore, consumer concerns persist, with reported fears related to cancer and insufficient regulation (<xref ref-type="bibr" rid="B31">Chriki and Hocquette, 2022</xref>).</p>
</sec>
<sec id="s2_1_4">
<label>2.1.4</label>
<title>Microbial protein</title>
<p>Fungi, especially <italic>Fusarium venenatum</italic>, have a high protein content and an excellent essential amino acid profile, making them a promising source for meeting human protein requirements (<xref ref-type="bibr" rid="B102">Lee et&#xa0;al., 2024</xref>). However, this potential can only be realized if a more affordable and eco-friendly energy source replaces the electricity used in bioreactors. Studies have consistently reported that the energy required for mycoprotein production exceeds that of conventional ruminant meat production when comparing land-related and energy-related greenhouse gas emissions (<xref ref-type="bibr" rid="B82">J&#xe4;rvi&#xf6; et&#xa0;al., 2021</xref>). For this reason, unless renewable energies like solar and wind become more efficient and cost effective to eventually replace the existing energy system, microbial protein will continue to have a huge environmental impact.</p>
</sec>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Reducing emission per kg of animal protein produced</title>
<p>Considering all the challenges of upscaling alternative proteins, it is necessary to explore alternative strategies that can meet emission reduction targets without compromising traditional livestock practices. Proposed approaches can broadly be categorized into two groups: 1) strategies to reduce methane emission per kilogram of animal produced; and 2) strategies to reduce net emissions by targeting microbial fermentation.</p>
<p>Methane intensity refers to enteric methane emitted per unit of animal product produced (g/kg of milk yield or carcass weight) (<xref ref-type="bibr" rid="B11">Beauchemin et&#xa0;al., 2020</xref>). Overall, all management practices that enhance animal performance also reduce methane intensity. For example, a high-performing animal that yields more milk and meat may emit higher amounts of methane per animal. But since a smaller proportion of feed is consumed by the animal, emissions intensity is effectively lowered. The idea of methane intensity is highly attractive in low- and medium-income countries as it offers an opportunity to align food security, development objectives, and climate change mitigation goals (<xref ref-type="bibr" rid="B47">FAO, 2019</xref>).</p>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Management (husbandry) practices</title>
<p>Advancements in nutrition, disease control, and animal reproduction technologies accelerate animal growth rates, consequently reducing their emissions over the course of their lives. In the United States, for instance, the average annual milk yield in grain-finished cows moved from 1,890 kg to 9,682 kg of milk per cow between 1924 and 2011 and the carbon foot print reduced by 41% between 1944 and 2007 (<xref ref-type="bibr" rid="B26">Capper and Bauman, 2013</xref>; <xref ref-type="bibr" rid="B59">Georges et&#xa0;al., 2019</xref>). Nutritional management however might introduce competition with human food supply as more land would be needed for grain production to accommodate both human and animal food which could create additional emissions (<xref ref-type="bibr" rid="B149">Ravi Kanth Reddy et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B150">Reddy et&#xa0;al., 2019</xref>). For this reason, research must focus on identifying nutrients with the potential to reduce emissions without compromising human food systems.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Breeding low emitting animals</title>
<p>Breeding for low emitting animals is possible because the methane production trait has been found to be moderately (0.13&#x2013;0.35) heritable in cattle and sheep (<xref ref-type="bibr" rid="B17">Black et&#xa0;al., 2021</xref>). However, the selection of a stock population is hindered by high expenses of measuring methane (<xref ref-type="bibr" rid="B64">Gonz&#xe1;lez-Recio et&#xa0;al., 2020</xref>). Identification of methane emission proxies could help offset the cost of methane measurements (<xref ref-type="bibr" rid="B98">Lassen and Difford, 2020</xref>). But even so, the potential for genetic improvement to reduce methane over 20 years is only 4&#x2013;8% (<xref ref-type="bibr" rid="B17">Black et&#xa0;al., 2021</xref>). This means that lowering global emissions by ruminants is unlikely to be realized within the timeframe of action needed to keep global warming below 1.5&#xb0;C.</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Capture of methane produced by animals and their waste</title>
<p>Many methane emission sources continue to leak methane into the atmosphere despite mitigation efforts, as most strategies are only partially effective (<xref ref-type="bibr" rid="B106">Lidstrom, 2024</xref>). Therefore, it has been argued that emission-reduction strategies must be augmented by methane removal from air to slow global warming by 2050 (<xref ref-type="bibr" rid="B189">Warszawski et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B139">Nisbet-Jones et&#xa0;al., 2022</xref>). Methane, with an energy content of 50.4 MJ/kg, can serve as a potent renewable fuel (<xref ref-type="bibr" rid="B7">Angelidaki et&#xa0;al., 2018</xref>). For example, methane from just 12 cows can supply enough gas for daily use by one average household (<xref ref-type="bibr" rid="B34">Crutzen et&#xa0;al., 1986</xref>). Additionally, methane can be converted into CO<sub>2</sub> and biomass, which can be harvested for use as protein feedstock (<xref ref-type="bibr" rid="B106">Lidstrom, 2024</xref>).Traditionally, methane capture has been achieved through manure digesters, though only 5% of methane from animals is emitted through manure, with 95% expelled through eructation. While devices like cow masks have been developed to capture eructed methane, they are costly and raise animal welfare concerns (<xref ref-type="bibr" rid="B86">Kaya and Kaya, 2021</xref>).</p>
<p>Methanotrophic bacteria, which oxidize methane, offer a promising alternative. Biofilters using methanotrophs have shown success, though they are more effective at higher methane concentrations located near emission sites (<xref ref-type="bibr" rid="B96">La et&#xa0;al., 2018</xref>). <italic>Methylotuvimicrobium buryatense</italic> 5GB1C is a particularly promising candidate, as it can grow at low methane concentrations (200&#x2013;1,000 ppm) and demonstrates superior methane consumption rates compared to other strains (<xref ref-type="bibr" rid="B70">He et&#xa0;al., 2023</xref>). There remains significant potential for research into methanotrophs that can efficiently remove methane from low-concentration air. For this reason, scientists invariably stress the need to drive down net emissions by targeting rumen microbiota and enteric fermentation.</p>
</sec>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>The rumen microbiome</title>
<p>Livestock, particularly ruminants, use low-quality fibrous feedstock and convert it into high-quality livestock products, including meat and milk. This conversion is accomplished through the action of symbiotic microbiota residing in their GI tract (<xref ref-type="bibr" rid="B117">Mart&#xed;nez-&#xc1;lvaro et&#xa0;al., 2022</xref>). These microorganisms ferment feedstock in the rumen to produce short chain fatty acids (SCFAs) which are consumed by the host for its own energy and growth. About 70% of the rumen microbiota pass down the GI tract, where they are themselves digested to further nourish the host with protein, long chain fatty acids, and vitamins (<xref ref-type="bibr" rid="B126">Mizrahi et&#xa0;al., 2021</xref>). Concomitant with the nourishing effects, the fermentative action of rumen microbiota produces GHGs, most notably methane.</p>
<sec id="s3_1">
<label>3.1</label>
<title>Composition of the rumen microbiome</title>
<p>The rumen microbiome is composed of archaea, bacteria, fungi, viruses and protozoa (<xref ref-type="bibr" rid="B186">Wallace et al., 2019</xref>). Bacteria are the most numerous and diverse, comprising 95% of rumen microbiota (<xref ref-type="bibr" rid="B145">Pereira et&#xa0;al., 2022</xref>). Protozoa are the most abundant by biomass (<xref ref-type="bibr" rid="B167">Solomon et&#xa0;al., 2021</xref>) and their diversity and abundance tend to fluctuate more widely across breeds and feed type (<xref ref-type="bibr" rid="B137">Newbold et&#xa0;al., 2015</xref>). Numerically, fungi comprise a very small component of the rumen microbiome. However, their efficiency in degrading plant material is remarkable due to their possession of an extensive set of enzymes and rhizoids that penetrate plant structural barriers, subsequently increasing the plant cell surface area for other microbes to colonize (<xref ref-type="bibr" rid="B199">Xue et&#xa0;al., 2020</xref>). Viruses are highly abundant and diverse within the rumen, and play a critical role in maintaining the microbial population through intra-ruminal microbial lysis and genetic transfer (<xref ref-type="bibr" rid="B197">Wright and Klieve, 2011</xref>). However, rumen viral populations have been the least explored population within the microbiome, primarily due to the challenges in isolation and characterization (<xref ref-type="bibr" rid="B60">Gilbert et&#xa0;al., 2020</xref>). The archaeal population in the rumen ranges from 10<sup>7</sup>&#x2013;10<sup>9</sup> cells per ml of ruminal content (<xref ref-type="bibr" rid="B197">Wright and Klieve, 2011</xref>), and is responsible for all ruminant methane production (<xref ref-type="bibr" rid="B186">Wallace et al., 2019</xref>).</p>
<p>As mentioned previously, the microbiota in the rumen interact with one another to perform enteric fermentation, which ultimately benefits their host and fosters their ecological balance. Some bacteria, fungi and protozoa digest plant fiber into sugar monomers, then ferment these products into three major volatile fatty acids: acetate (40&#x2013;75%), propionate (15&#x2013;40%), and butyrate (10&#x2013;20%). These products are then absorbed by the rumen epithelial walls for metabolic use by the animal (<xref ref-type="bibr" rid="B89">Khairunisa et&#xa0;al., 2023</xref>). In addition, lactate, ethanol, and succinate are produced as reduced intermediates, then lactate and succinate are further converted to propionate. The products of primary fermentation are passed down the food chain and are ultimately degraded to hydrogen and carbon dioxide (<xref ref-type="bibr" rid="B112">Lyu et&#xa0;al., 2018</xref>). Although H<sub>2</sub> and CO<sub>2</sub> can be expelled from the rumen by eructation (burping), the energy in the mix would be lost to the rumen ecosystem. Consequently, some archaea and some bacteria are able to use the H<sub>2</sub> and CO<sub>2</sub> for energy conservation and growth and in turn produce methane and/or acetate respectively (<xref ref-type="bibr" rid="B113">Ma et&#xa0;al., 2021</xref>).</p>
<p>This complex interdependence between microbiota has been reported in the literature with the interaction between hydrogen producers and hydrogen consumers (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>) repeatedly observed. The interaction between hydrogen producers (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>) and methanogens is the most prevalent because methanogenesis is the key hydrogen sink in the rumen. For instance, this relationship is observed between the rumen fungus <italic>Neocallimastix frontalis</italic> and methanogen <italic>Methanobacterium formicicum</italic> (<xref ref-type="bibr" rid="B134">Nakashimada et&#xa0;al., 2000</xref>); between the bacterium <italic>Ruminococcus</italic> and methanogen <italic>Methanobrevibacter ruminantium</italic> (<xref ref-type="bibr" rid="B72">Henderson et&#xa0;al., 2015</xref>); and between protozoans <italic>Entodinium</italic>, and methanogen <italic>Methanobrevibacter thaueri</italic> (<xref ref-type="bibr" rid="B198">Xia et&#xa0;al., 2014</xref>). The abundance of these hydrogenic organisms has been linked to methane emission and animal production; depleting them from the rumen reduces methane emission but also reduces animal performance, as evidenced by one mitigation strategy called defaunation (<xref ref-type="bibr" rid="B76">Ibrahim et&#xa0;al., 2021</xref>). Within this framework, it is important to conduct experiments to explore and understand the metabolic interactions between the two groups of organisms listed in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. Additionally, investigating the efficiency of hydrogen uptake by organisms listed in&#xa0;<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> could facilitate future development of substitutes for methanogens.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Promising candidates for future research in promoting alternative hydrogen utilizing pathways as a strategy for ruminal methane mitigation. Key hydrogen producers, termed stimulants of methanogens, are shown on the left branch of the diagram; key hydrogen consumers, termed suppressors of methanogens, are shown on the right branch of the diagram.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-06-1489212-g002.tif"/>
</fig>
<sec id="s3_1_1">
<label>3.1.1</label>
<title>Factors influencing rumen microbial composition</title>
<p>Generally, the dynamics of the rumen microbiome are largely influenced by three factors: feed (<xref ref-type="bibr" rid="B192">Wilkinson et&#xa0;al., 2020</xref>), age of the animal (<xref ref-type="bibr" rid="B117">Mart&#xed;nez-&#xc1;lvaro et&#xa0;al., 2022</xref>) and genetics (<xref ref-type="bibr" rid="B200">Y&#xe1;&#xf1;ez-Ruiz et&#xa0;al., 2015</xref>). Feed type and amount have the most dramatic effect on microbial dynamics and the subsequent effect on methane generation. Poor-quality feed with high fiber content has been significantly linked to diversification of the microbiome and elevated methane emissions as compared to highly digestible, low-fiber feed (<xref ref-type="bibr" rid="B69">Hayek and Garrett, 2018</xref>; <xref ref-type="bibr" rid="B178">Vaghar Seyedin et&#xa0;al., 2022</xref>). Some experiments in the literature show that animals fed poor-quality feed tend to harbor a high abundance and diversity of hydrogen-producing organisms. Bacteria like <italic>Firmicutes</italic> and <italic>Ruminococcaceae</italic> have repeatedly been found to dominate the rumens of high emitters (<xref ref-type="bibr" rid="B186">Wallace et al., 2019</xref>; <xref ref-type="bibr" rid="B54">Furman et&#xa0;al., 2020</xref>). Due to the nature of the feed, the fermentation process is usually slow, leading to a gradual buildup of hydrogen which supports a greater methanogenic population, ultimately resulting in increased methane production.</p>
<p>On the other hand, <italic>Succinivibrionaceae</italic>, <italic>Quinella</italic> spp., and <italic>Dialister</italic> are commonly found in the rumen of cows that emit extremely low levels of methane (<xref ref-type="bibr" rid="B186">Wallace et al., 2019</xref>; <xref ref-type="bibr" rid="B142">O&#x2019;Hara et&#xa0;al., 2020</xref>). These microorganisms are efficient at utilizing hydrogen, resulting in propionate production. It must be noted that when fermentation is fast, which is the case for low-fiber feed, hydrogen builds up in the rumen rapidly (<xref ref-type="bibr" rid="B187">Wang et&#xa0;al., 2016</xref>). High hydrogen levels in the rumen shift carbohydrate fermentation toward reactions that consume hydrogen, such as propionate production, to maintain equilibrium (<xref ref-type="bibr" rid="B8">Arndt et&#xa0;al., 2023</xref>). It is for this reason that bacteria that are capable of producing lactate and succinate, such as <italic>Fibrobacter</italic> spp., <italic>Kandleria vitulina</italic>, <italic>Olsenella</italic> spp., <italic>Prevotella bryantii</italic>, and <italic>Sharpea azabuensis</italic> dominate the rumens of low emitting animals (<xref ref-type="bibr" rid="B185">Wallace et&#xa0;al., 2015</xref>). Another hypothesis for low emissions in animals fed a low-fiber diet is that because low-fiber feed is easier to digest, it leads to increased solid waste passage rates that slough off and eliminate the methanogenic population, ultimately resulting in a reduction in total methane production. In one experiment, substituting grass-clover silage with maize silage for dairy cows led to a 15% reduction in methane emissions per kg dry matter intake (<xref ref-type="bibr" rid="B19">Brask-Pedersen et&#xa0;al., 2023</xref>).</p>
<p>Age is another factor that affects microbial composition and subsequently methanogenesis. Young animals have less diverse, less abundant, and more dynamic microbiome compositions (<xref ref-type="bibr" rid="B25">Cammack et&#xa0;al., 2018</xref>). Their rumen size is small, and they consume few solids that are also easy to digest. As the animal matures, the microbiome stabilizes and becomes more diverse and abundant, thus better supporting methanogenesis. Cattle achieve this stabilization three weeks after birth (<xref ref-type="bibr" rid="B200">Y&#xe1;&#xf1;ez-Ruiz et&#xa0;al., 2015</xref>). Research suggests that beneficial microbial signatures must be imprinted within this sensitive window (first three weeks of life) for the animal to maintain a healthy, diverse, and stable microbiome over time (<xref ref-type="bibr" rid="B142">O&#x2019;Hara et&#xa0;al., 2020</xref>). Thus, the dynamic nature of a young animal&#x2019;s microbiome presents potential opportunities for manipulation of the microbiome for reduced methane emissions (<xref ref-type="bibr" rid="B142">O&#x2019;Hara et&#xa0;al., 2020</xref>).</p>
<p>Besides feed and age, host genetics is also a main determinant of microbial composition and methane emissions. The composition of the microbiome and the subsequent methane production are influenced by both animal species and breed (<xref ref-type="bibr" rid="B153">Roehe et&#xa0;al., 2016</xref>). For example, in a recent exploratory effort to understand the role of animal genetics in microbial composition, researchers discovered a significant association between a region on chromosome 6 with the densities of <italic>Euryarchaeota</italic>, <italic>Actinobacteria</italic> and <italic>Fibrobacteres.</italic> This region encompassed the genes that codes for <italic>MEPE</italic>, matrix extracellular phosphoglycoprotein (<xref ref-type="bibr" rid="B63">Golder et&#xa0;al., 2018</xref>). Despite this achievement, more studies are needed not only to establish these associations, but also determine the extent of the influence and the underlying mechanisms. Overall, rumen microbial composition and the factors that influence their abundance, diversity, and function present opportunities for microbial manipulation, and could serve as potential tools in methane mitigation strategies.</p>
</sec>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Targeting the rumen microbiome</title>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>Suppression of methanogenesis using chemical inhibitors</title>
<p>Rumen additives ranging from chemical to biological have been used to reduce enteric methane emissions. Historically, the most commonly used chemical additives were antibiotics with ionophore activity to target Gram-positive bacteria, creating a shift in rumen fermentation patterns that are linked with enteric methane suppression. Due to concerns about antibiotic resistance, other inhibitory compounds have recently been developed. In a recent meta-analysis, macroalgae and 3-nitrooxypropanol (3-NOP, Bovaer<sup>&#xae;</sup>) were reported to be the most potent additives with significant methanogen reduction (<xref ref-type="bibr" rid="B87">Kebreab et&#xa0;al., 2023</xref>).</p>
<p>The molecular structure of 3-NOP resembles that of methyl-coenzyme M, which is a substrate utilized by coenzyme M reductase (MCR), in the final step of methanogenesis. Molecular docking studies suggest that 3-NOP selectively binds to the active site of MCR and thereby inhibits it. In this process, the nitrate group of 3-NOP is reduced to nitrite, further inactivating MCR (<xref ref-type="bibr" rid="B44">Duin et&#xa0;al., 2016</xref>). However, methanogens express a repair system that reactivates MCR (<xref ref-type="bibr" rid="B44">Duin et&#xa0;al., 2016</xref>). Therefore, once 3-NOP has been completely metabolized and is absent, CH<sub>4</sub> emissions return to their original levels. Studies have shown that supplementing cows with 3-NOP can lead to a reduction in methane emissions on average by up to 30% (<xref ref-type="bibr" rid="B191">Wesemael et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B204">Zhang et&#xa0;al., 2020</xref>). <italic>In vivo</italic> experiments with beef (<xref ref-type="bibr" rid="B3">Alemu et&#xa0;al., 2021</xref>) and dairy cattle <xref ref-type="bibr" rid="B122">Melgar et&#xa0;al., 2020</xref>) demonstrated varying effects depending on dosage. Lower doses (60&#x2013;75 mg/kg DM) reduced emissions by 16&#x2013;30%, while higher doses (100&#x2013;183 mg/kg DM) achieved reductions of 10.6&#x2013;36.7% (<xref ref-type="bibr" rid="B73">Hodge et&#xa0;al., 2024</xref>). In dairy cattle, small amounts (60 mg/kg DM) cut methane production by up to 38%, with higher doses (80 mg/kg DM) reducing emissions by up to 45.1% depending on diet (<xref ref-type="bibr" rid="B179">Van Gastelen et&#xa0;al., 2022</xref>). Effects of 3-NOP on animal performance were varied and included: increased hydrogen emissions; reduction in acetate to propionate ratio; reduction in dry matter, organic matter, and energy digestibility; decreased body weight gain; increased milk fat; no change in milk yield or composition; no negative effects on dry matter intake (DMI) (<xref ref-type="bibr" rid="B107">Lileikis et&#xa0;al., 2023</xref>). The reasons for these mixed results remain under discussion. Some studies suggest that increased hydrogen accumulation may limit 3-NOP performance. To enhance productivity, 3-NOP can be combined with phloroglucinol, which captures excess hydrogen and generates beneficial metabolites for the host (<xref ref-type="bibr" rid="B118">Martinez-Fernandez et&#xa0;al., 2017</xref>). Even though the safety of 3-NOP has been confirmed with regulatory approval in Europe, the U.S., and other countries, questions remain regarding its potential to enhance productivity. Further, there exist economic and logistical challenges, as consistent administration is required to achieve effective methane reduction.</p>
<p>Algae, with their diverse array of properties including antibacterial, antiviral, antioxidant, anti-inflammatory, and anti-carcinogenic effects, have attracted attention in methane mitigation research. Macroalgae, notably <italic>Asparagopsis taxiformis</italic>, is rich in bromoform. Bromoform is a halomethane compound. It inhibits methanogenesis by binding to vitamin B12, which chemically resembles coenzyme F430, a cofactor required for methanogenesis (<xref ref-type="bibr" rid="B154">Roque et&#xa0;al., 2021</xref>). An <italic>in vitro</italic> study reported that <italic>A. taxiformis</italic> supplementation at inclusion rates up to 5% of organic matter resulted in methane reduction by 99% without a significant negative impact on volatile fatty acid profiles and organic digestibility (<xref ref-type="bibr" rid="B119">McCauley et&#xa0;al., 2020</xref>). Similar to 3-NOP, the effect of <italic>A. taxiformis</italic> is short lived. To tackle this challenge, current research endeavors focus on devising slow-release formulations and administering them to young animals for a prolonged effect.</p>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>Biological control of methanogens by means of phages</title>
<p>Viruses modify the rumen microbial ecosystem via infection, cell lysis, reproduction, and reprograming of microbial metabolism (<xref ref-type="bibr" rid="B60">Gilbert et&#xa0;al., 2020</xref>). For this reason, phages can be used as a tool to manipulate the rumen microbial community in a targeted manner, suggesting their potential in methane reduction research (<xref ref-type="bibr" rid="B196">Wolf et&#xa0;al., 2019</xref>). Utilizing viruses offers a means to manipulate key components of methanogenesis, such as cellulose-degrading bacteria and methanogenic populations.</p>
<p>Bacterial phages, for instance, can hinder methanogenesis indirectly by targeting hydrogen producers and thereby reducing hydrogen availability. Within this category, phages belonging to families such as <italic>Myoviridae</italic>, <italic>Siphoviridae</italic>, <italic>Mimiviridae</italic>, and <italic>Podoviridae</italic> (<xref ref-type="bibr" rid="B108">Lobo and Faciola, 2021</xref>) have been isolated and are closely associated with dominant rumen bacterial phyla, including <italic>Firmicutes</italic> and <italic>Proteobacteria</italic> (<xref ref-type="bibr" rid="B135">Namonyo et&#xa0;al., 2018</xref>). Other studies have also discovered phages in the rumen such as, &#x3c6;Brb01 and &#x3c6;Brb02, &#x3c6;Sb01, &#x3c6;Ra02, and &#x3c6;Ra04 that specifically target <italic>Bacteroides, Streptococcus</italic> and <italic>Ruminococcus</italic>, respectively (<xref ref-type="bibr" rid="B61">Gilbert et&#xa0;al., 2017</xref>).</p>
<p>Methanogen-targeting viruses on the other hand directly suppress methane production by eliminating methanogenic archaea, creating space for other hydrogen-utilizing microorganisms to thrive. Only a limited number of phages specifically targeting methanogens have been investigated thus far. Viral families such as <italic>Anaerodiviridae</italic>, <italic>Leisingerviridae</italic> and <italic>Speroviridae</italic> have been described to infect hosts within the order Methanobacteriales (<xref ref-type="bibr" rid="B196">Wolf et&#xa0;al., 2019</xref>). The family <italic>Pungoviridae</italic> has been found to associate with Methanomicrobiales and family <italic>Fervensviridae</italic> linked to Methanococcales (<xref ref-type="bibr" rid="B190">Weidenbach et&#xa0;al., 2021</xref>). In addition, a dozen proviruses have been found in Methanobacteriales, Methanococcales, Methanosarcinales and Methanonatronarchaeales genomes (<xref ref-type="bibr" rid="B95">Krupovi&#x10d; and Bamford, 2008</xref>).</p>
<p>Due to challenges in culturing rumen viruses and overall rumen microorganisms, researchers have shifted their focus to studying viral enzymes. These enzymes can potentially be fused with easily cultivable microorganisms, such as <italic>Escherichia coli</italic>, to aid in conducting lytic experiments on methanogenic cells. Recent research demonstrated the effectiveness of the lytic enzyme <italic>PeiR</italic>, sourced from a virus targeting <italic>Methanobrevibacter ruminantium</italic>, in inhibiting a spectrum of rumen methanogen strains in pure culture (<xref ref-type="bibr" rid="B6">Altermann et&#xa0;al., 2018</xref>). In this work, <italic>PeiR</italic> was found to hydrolyze the pseudomurein cell walls of methanogens. Subsequently, <italic>PeiR</italic> was utilized to develop bionanoparticles (BNPs) through one-step biosynthesis in <italic>E. coli</italic> (<xref ref-type="bibr" rid="B5">Altermann et&#xa0;al., 2022</xref>). These tailored BNPs were capable of lysing not just the intended methanogenic host archaea, but also a wide range of other rumen methanogen strains leading to a 97% methane reduction for 5 days post-inoculation. Despite these milestones, the use of <italic>E. coli</italic> as a production host may be limited due to its requirements for oxygen. Similarly, the two-plasmid system requires the application of two different antibiotics and has limited scalability to fed-batch fermentations.</p>
</sec>
<sec id="s3_2_3">
<label>3.2.3</label>
<title>Promotion of alternative consumption of H<sub>2</sub> and CO<sub>2</sub>
</title>
<p>Since methanogenesis is influenced by intracellular and intercellular flows of metabolic hydrogen (<xref ref-type="bibr" rid="B176">Ungerfeld, 2020</xref>), targeting both its concentration and direction of flow will indirectly influence methanogenesis. Methods to reduce hydrogen availability in the rumen, either by redirecting it to alternative reactions or by lowering the population of hydrogen-producing Gram-positive bacteria, fungi, and protozoa, have been explored (<xref ref-type="bibr" rid="B88">Kelly et&#xa0;al., 2022</xref>). One approach involves the use of fats, particularly unsaturated fatty acids. Firstly, unsaturated fatty acids undergo biohydrogenation in the rumen, where specific bacteria add hydrogen to the unsaturated bonds of fatty acids, converting them into more saturated forms. This process consumes hydrogen, thereby reducing the amount available for methanogens to produce methane. Essentially, fats &#x201c;compete&#x201d; with methanogens for hydrogen (<xref ref-type="bibr" rid="B203">Yang et&#xa0;al., 2019</xref>). Secondly, unsaturated fatty acids can inhibit rumen fermentation, leading to a reduction in hydrogen-producing microorganisms. This includes fermentative bacteria such as <italic>Ruminococcus albus</italic>, <italic>R. flavefaciens</italic>, <italic>Neocalimastrix</italic> spp., and <italic>Desulfovibrio</italic> (<xref ref-type="bibr" rid="B125">Min et&#xa0;al., 2022</xref>), as well as protozoa like <italic>Entodinium caudatum</italic> (<xref ref-type="bibr" rid="B35">Darabighane et&#xa0;al., 2021</xref>) and various fungi (<xref ref-type="bibr" rid="B76">Ibrahim et&#xa0;al., 2021</xref>). This inhibition shifts the microbial community in favor of propionate production (<xref ref-type="bibr" rid="B188">Wang et&#xa0;al., 2023</xref>). Furthermore, since fats are not fermented in the rumen, they contribute less substrate hydrogen for methanogenesis (<xref ref-type="bibr" rid="B12">Belanche et&#xa0;al., 2020</xref>). The methane-suppressing effect of fatty acids, however, is not consistent and largely dependent on the type of fat, concentration, and nutrient composition of the diet fed to the animal. In cattle, a 15% reduction in methane was observed when the diet contained 6% polyunsaturated fatty acids and low fiber. But then 6% of 15 kg of hay (the usual dry matter intake of a cow) equates to almost a kg of oil (0.9 kg) every day for a cow that weighs 500 kg. Given the global vegetable oil shortage, exacerbated by the Russia-Ukraine conflict, more sustainable approaches that avoid competition with the human food supply are critically needed (<xref ref-type="bibr" rid="B130">Mottaleb et&#xa0;al., 2022</xref>). Additionally, large-scale oilseed production has significant environmental costs, including high greenhouse gas (GHG) emissions and biodiversity loss. Compared to concentrate feeds production, oilseed production emits nearly equivalent upstream GHG emissions per kilogram of dry matter (1.27 vs 0.70 CO<sub>2</sub> equivalents kg dry matter <sup>-1</sup>) (<xref ref-type="bibr" rid="B8">Arndt et&#xa0;al., 2023</xref>).</p>
<p>By contrast, a more useful strategy would be to redirect hydrogen to already existing rumen fermentation pathways like propionate, nitrate, and sulfate, which are nutritionally useful to the animal and its microbial consortium (<xref ref-type="bibr" rid="B125">Min et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B175">Tseten et&#xa0;al., 2022</xref>). Propionate is the main glucose precursor in ruminants and therefore important to animals with high requirements for glucose such as high producing dairy cows in early lactation (<xref ref-type="bibr" rid="B176">Ungerfeld, 2020</xref>). But for the propionate pathway to compete with methanogenesis, animals must be fed either diets rich in starch or precursors of propionate like fumarate, lactate, and succinate. Starch is not only expensive but also its fermentation overwhelms the digestive physiology of cattle leading to a condition known as ruminal acidosis (<xref ref-type="bibr" rid="B45">Elmhadi et&#xa0;al., 2022</xref>). In order to avoid the occurrence of lactic acidosis, high-starch diets often include antibiotics such as ionophores to limit bacteria growth. However, the use of antibiotics in livestock production has been restricted worldwide due to concerns about antibiotic resistance. Due to this, researchers have explored the use of propionate-forming bacteria as a strategy to increase propionate production and reduce rumen methane emissions. In an <italic>in vitro</italic> experiment, (<xref ref-type="bibr" rid="B2">Alazzeh et&#xa0;al., 2012</xref>) evaluated the potential for sixteen strains of propionate bacteria in reducing methane emission from concentrate and forage diets. Among them, only six showed significant reduction of methane. <italic>Propionibacterium freudenreichii</italic> T114, <italic>Propionibacterium thoenii</italic> T159, and <italic>Propionibacterium thoenii</italic> ATCC 4874 significantly lowered CH<sub>4</sub> production from both substrates, whereas <italic>Propionibacterium jensenii</italic> T1, <italic>Propionibacterium freudenreichii</italic> T31, and <italic>Propionibacterium freudenreichii</italic> T54 only lowered methane production when corn was used as a substrate. Despite these observations, added bacteria were unable to permanently colonize the ruminal cultures and did not change bacterial, archaeal, and protozoal populations, implying that the reduction in methane production was transient.</p>
<p>Unlike the propionate pathway, nitrate reduction (&#x394;G=&#x2212;254 kJ/mol H<sub>2</sub>) versus CO<sub>2</sub> reduction to methane (&#x394;G= &#x2212;16.9 kJ/mol H2), stands a good chance to compete with methanogenesis. However, there are fewer nitrate reducers in the rumen which restrict the rate of nitrate reduction. Their concentration in the rumen has been reported to range around 10<sup>3</sup> cells/ml of rumen fluid, whereas the methanogenic population is 10<sup>9</sup> cells/ml of rumen fluid (<xref ref-type="bibr" rid="B80">Iwamoto et&#xa0;al., 2002</xref>). On top of this, the three major nitrate reducers either grow slowly on nitrate and H<sub>2</sub> (e.g. <italic>Wolinella succinogenes</italic>), or reduce nitrate and nitrite at lower rates (e.g. <italic>Selenomonas ruminantium</italic> and <italic>Veillonella parvula)</italic> (<xref ref-type="bibr" rid="B80">Iwamoto et&#xa0;al., 2002</xref>). To boost nitrate reduction in the rumen, scientists have considered the incorporation of nitrate in animals&#x2019; diets. The effect of nitrate supplementation on methane reduction has been reported in many studies. In an <italic>in vitro</italic> experiment conducted by (<xref ref-type="bibr" rid="B80">Iwamoto et&#xa0;al., 2002</xref>), nitrate supplementation to the diet increased the number of nitrate-reducing bacteria such as <italic>Wolinella succinogenes</italic> and <italic>Veillonella parvula</italic>. Subsequently, when <italic>Wolinella succinogenes</italic> was co-cultured with methanogens, methane production decreased from 1.6 mol/L of culture to 0.1 mol/L of culture. Another study reported 16&#x2013;25% reduction of methane emissions in grams per kilogram of dry matter intake when nitrate was provided at a rate of 21 g NO<sub>3</sub>&#x2212;/kg dry matter (DM) (<xref ref-type="bibr" rid="B182">Van Zijderveld et&#xa0;al., 2011</xref>). In a more recent experiment, nitrate supplementation reduced <italic>in vivo</italic> methane production by 31% (<xref ref-type="bibr" rid="B143">Olijhoek et&#xa0;al., 2016</xref>).</p>
<p>The methane reduction effect of nitrate has been extensively documented across animal species. Reductions of methane emissions by 12% in beef steers (<xref ref-type="bibr" rid="B4">Alemu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B66">Granja-Salcedo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B51">Feng et&#xa0;al., 2020</xref>), 17% in dairy cows (<xref ref-type="bibr" rid="B123">Meller et&#xa0;al., 2019</xref>), 26% in sheep (<xref ref-type="bibr" rid="B184">Villar et&#xa0;al., 2019</xref>), and 6% in goats (<xref ref-type="bibr" rid="B205">Zhang et&#xa0;al., 2019</xref>) have been observed. Despite these huge milestones, application in the field is still restricted because nitrite, which is an intermediate in nitrate reduction, is considered toxic. It causes methemoglobinemia, a condition which decreases the capacity of blood to transport oxygen into tissues, leading to depressed animal performance and even the death of the animal (<xref ref-type="bibr" rid="B107">Lileikis et&#xa0;al., 2023</xref>). Some studies speculate the reduction in rumen methanogenesis following nitrate supplementation could largely be due to the toxicity of nitrite on methanogens and other rumen microbiota (<xref ref-type="bibr" rid="B80">Iwamoto et&#xa0;al., 2002</xref>). In 2012, the strain NRBB 57 was isolated from the rumen of buffalo, which showed a significant removal of nitrate and nitrite from the medium with a further reduction in methane production (<xref ref-type="bibr" rid="B159">Sakthivel et&#xa0;al., 2012</xref>). More studies of this nature are needed to further develop the concept of nitrate supplementation in methane reduction.</p>
<p>Similar to nitrate reduction, sulfate reduction thermodynamics (&#x394;G= &#x2212;21.1 kJ/mol H<sub>2</sub>) can compete with methanogenesis (&#x2212;16.9 kJ/molH<sub>2</sub>), but is limited in terms of substrates and organism number (<xref ref-type="bibr" rid="B180">Van Lingen et&#xa0;al., 2016</xref>). The abundance of sulfate reducing bacteria in the rumen is generally low, at a concentration of approximately 10<sup>5</sup> cells/ml, with <italic>Desulfovibrio</italic> and <italic>Desulfotomaculum</italic> as the main genera (<xref ref-type="bibr" rid="B97">Lan and Yang, 2019</xref>). It has been suggested that increasing sulfate levels in the animal&#x2019;s diet could boost the competitiveness of sulfate reducing bacteria against methanogens for H<sub>2</sub> in the rumen. Few studies have shown a positive effect of sulfate on methanogenesis inhibition. A 16% methane reduction was reported in crossbred lambs following a 2.6% sulfate supplementation (<xref ref-type="bibr" rid="B181">van Zijderveld et&#xa0;al., 2010</xref>). A more recent study investigated the effect of supplementing goats with sulfate-reducing bacteria (SRB) along with sulfur (as sodium sulfate) on methane production. SRB was purposely added to minimize the risk of hydrogen sulfide, a toxic end product in the sulfate reduction reaction. Methane (CH<sub>4</sub>) production (in l/kg of dry matter intake (DMI)) was reduced by 11.8% when sulfur (0.19% DMI) was supplemented along with SRB at the rate 0.5 ml/kg body weight (<xref ref-type="bibr" rid="B177">Uniyal et&#xa0;al., 2023</xref>). Therefore, research to identify specific sulfate-reducing bacteria that can oxidize H<sub>2</sub>S, or a mix of sulfate-reducing bacteria and other rumen microbes that can use H<sub>2</sub>S, is a promising way to advance research that focus on sulfate reduction as a methane mitigation strategy.</p>
</sec>
<sec id="s3_2_4">
<label>3.2.4</label>
<title>Converting the rumen from methane producer to acetic acid generator</title>
<p>Reductive-acetogenesis, here termed acetogenesis, is a natural hydrogen scavenging reaction in the rumen. Acetate, as the end product of acetogenesis, serves as an excellent energy source for the host animal, and the microbial community within the rumen (<xref ref-type="bibr" rid="B97">Lan and Yang, 2019</xref>). There are about 22 diverse genera and over 100 species of acetogens among which the genera of <italic>Acetobacterium</italic>, <italic>Blautia</italic>, <italic>Clostridium</italic>, <italic>Morella</italic>, <italic>Eubacterium</italic>, <italic>Sporomusa</italic>, <italic>Ruminococcus</italic> and <italic>Oxobacter</italic> are common in the rumen (<xref ref-type="bibr" rid="B67">Greening et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B85">Karekar and Stefanini, 2022</xref>). The abundance of rumen acetogens varies widely between animals, from undetectable levels up to 10<sup>7</sup> cells/ml (<xref ref-type="bibr" rid="B53">Fonty et&#xa0;al., 2007</xref>). <italic>Acetitomaculum ruminis</italic> (<italic>A. ruminis</italic>) is a notable acetogen in the rumen, producing 2&#x2013;8 times more acetate than other species (<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>).</p>
<p>Unlike methanogenesis, acetogenesis is less energetically favorable, with a Gibbs free energy of approximately &#x2212;95 kJ/mol for reducing 2 moles of CO<sub>2</sub> to acetate, compared to &#x2212;130 kJ/mol for methanogenesis (<xref ref-type="bibr" rid="B92">Kim et&#xa0;al., 2020</xref>). Irrespective of this, other anaerobic gut environments like termites (<xref ref-type="bibr" rid="B201">Yang, 2018</xref>), kangaroos (<xref ref-type="bibr" rid="B146">Pester and Brune, 2007</xref>), wallabies (<xref ref-type="bibr" rid="B103">Leng, 2018</xref>), and rumens of young animals (<xref ref-type="bibr" rid="B55">Gagen et&#xa0;al., 2010</xref>) use acetogenesis as the dominant hydrogen sink. The dominance of acetogenesis in these other environments is due to the differences in the gut anatomy, physiology and hydrogen concentrations (<xref ref-type="bibr" rid="B71">Hegarty and Gerdes, 1999</xref>). Anatomy and physiology can influence both gut metabolism and the types of species that inhabit it. In animals like kangaroos, wallabies and horses, gut anatomy does not support mechanisms such as eructation in ruminants, which is responsible for eliminating gases. To prevent gas buildup that could harm the digestive system, evolution has favored acetogenesis over methanogenesis. It has been reported that methanogenesis is actively prevented in these animals by immune secretions such as antimicrobial peptides, immunoglobulins, innate lymphoid cells and mucin that eliminate or suppress methanogenic archaea and support the growth of acetogenic microbiota (This may have encouraged colonization by diverse acetogen species that are more efficient at capturing hydrogen than those in the rumen (<xref ref-type="bibr" rid="B62">Godwin et&#xa0;al., 2014</xref>). <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> shows that <italic>Sporomusa termitida</italic> from termite guts is more efficient at hydrogen uptake (~800 ppm) than <italic>A. ruminis</italic> from the rumen (3830 ppm). Similarly, acetogens from kangaroos and tammar wallabies also outperform rumen species. Rumen strains <italic>A. ruminis</italic> 139B and 190A4 exhibit H<sub>2</sub> thresholds 30 to 37 times higher than the rumen methanogen strain 10-16B. Overall, six acetogenic strains with notably low H<sub>2</sub> thresholds, including strain TWA4, <italic>A. tundrae</italic>, <italic>T. primitia</italic> strains ZAS-2 and ZAS-1, <italic>E. limosum</italic>, and <italic>S.</italic> sp<italic>haeroides</italic>, stand out as promising candidates for biotechnological applications (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Hydrogen thresholds of acetogens and archaea species.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Organism</th>
<th valign="top" align="left">Source</th>
<th valign="top" align="left">H<sub>2</sub> threshold (ppm)</th>
<th valign="top" align="left">References</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="4" align="left">Reductive acetogens</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobacterium carbinolicum</italic>
</td>
<td valign="top" align="left">Freshwater sediments</td>
<td valign="top" align="left">950<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B53">Fonty et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Ser 5</td>
<td valign="top" align="left">Newborn lamb</td>
<td valign="top" align="left">342<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B128">Morvan et&#xa0;al., 1994</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>A. ruminis</italic>
</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">4200<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">Breznak and Kane, 1990</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Ser 8</td>
<td valign="top" align="left">Newborn lamb</td>
<td valign="top" align="left">1970<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B128">Morvan et&#xa0;al., 1994</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa termitida</italic>
</td>
<td valign="top" align="left">Kangaroo</td>
<td valign="top" align="left">830<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobaeterium woodii</italic>
</td>
<td valign="top" align="left">Kangaroo</td>
<td valign="top" align="left">520<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>A. ruminis</italic> 139B</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">4,660<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>A. ruminis</italic> 190A4</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">3830<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Clostridium autoethanogenum</italic>
</td>
<td valign="top" align="left">German Collection of Microorganisms and Cell Cultures (DSMZ)</td>
<td valign="top" align="left">15,787<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Clostridium ljungdahlli</italic>
</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">2273<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobacterium woodii</italic>
</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">389<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Blautia hydrogenotrophica</italic>.</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">173.7<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B165">Smith et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobacterium wieringae</italic>
</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">214<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobacterium malicum</italic>
</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">205<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa</italic> sp<italic>haeroides</italic>
</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">115<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa ovata</italic> 2663</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">66<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa ovata</italic> 2662</td>
<td valign="top" align="left">DSMZ</td>
<td valign="top" align="left">48<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B99">Laura and Jo, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa termitida</italic>
</td>
<td valign="top" align="left">Termite</td>
<td valign="top" align="left">830<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa termitida</italic>
</td>
<td valign="top" align="left">Termite</td>
<td valign="top" align="left">800<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">Breznak et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Treponema primitia</italic> strains ZAS-1</td>
<td valign="top" align="left">Termite</td>
<td valign="top" align="left">490<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B183">Verme and Ullrey, 1984</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Treponema primitia</italic> strains ZAS-2</td>
<td valign="top" align="left">Termite</td>
<td valign="top" align="left">650<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B183">Verme and Ullrey, 1984</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobaeterium woodii</italic>
</td>
<td valign="top" align="left">Kangaroo</td>
<td valign="top" align="left">520<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobacterium carbinolicum</italic>
</td>
<td valign="top" align="left">Kangaroo</td>
<td valign="top" align="left">950<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetitomaculum ruminis 190A4</italic>
</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">3,830<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Sporomusa termitida</italic>
</td>
<td valign="top" align="left">Termite</td>
<td valign="top" align="left">871<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Acetobacterium woodii</italic>
</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">362<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Clostridium</italic> strains F5a15</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">2030<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B101">Leclerc et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Clostridium</italic> strains M5a3</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">3680<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B101">Leclerc et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>R. hydrogenotrophicus</italic>
</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">1100<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B101">Leclerc et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Streptococcus</italic> strain S5a2</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">1360<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B101">Leclerc et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. thermoaceticum</italic>
</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">1560<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B101">Leclerc et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Stain H3HH</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">1390<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Boccazzi and Patterson, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Strain Al0</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">209&#x2013;1284<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Boccazzi and Patterson, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Strain A9</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">1619&#x2013;5383<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Boccazzi and Patterson, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Strain A2</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">1383&#x2013;2516<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Boccazzi and Patterson, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Strain A4</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">8007<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Boccazzi and Patterson, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">TWA4</td>
<td valign="top" align="left">Tammar wallaby</td>
<td valign="top" align="left">10.08<xref ref-type="table-fn" rid="fnT2_3">
<sup>c</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B85">Karekar and Stefanini, 2022</xref>)</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Hydrogenitrophic Methanogens</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanospirillum hungatei</italic>
</td>
<td valign="top" align="left">German Collection of Microorganisms (DSM)</td>
<td valign="top" align="left">25<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanospirillum hungatei</italic>
</td>
<td valign="top" align="left">DSM</td>
<td valign="top" align="left">30<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanobrevibacter smithii</italic>
</td>
<td valign="top" align="left">Sewage digester</td>
<td valign="top" align="left">100<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B176">Ungerfeld, 2020</xref>)<break/>(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanobrevibacter arboriphilus</italic>
</td>
<td valign="top" align="left">Sewage sludge</td>
<td valign="top" align="left">90<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanobacterium formicum</italic>
</td>
<td valign="top" align="left">Sewage sludge</td>
<td valign="top" align="left">28<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanococeus vannielii</italic>
</td>
<td valign="top" align="left">Marine mud</td>
<td valign="top" align="left">75<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Ruminal methanogen 10-16B</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">126</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Le Van et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Methanogen strain NI4A</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">90&#x2013;92</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Boccazzi and Patterson, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">RMB-1</td>
<td valign="top" align="left">Steer</td>
<td valign="top" align="left">76<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B111">Lovley et&#xa0;al., 1984</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">RMB-2</td>
<td valign="top" align="left">Steer</td>
<td valign="top" align="left">75<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B111">Lovley et&#xa0;al., 1984</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">RMB-3</td>
<td valign="top" align="left">Steer</td>
<td valign="top" align="left">80<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B111">Lovley et&#xa0;al., 1984</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">RMB-1</td>
<td valign="top" align="left">Steer</td>
<td valign="top" align="left">99<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B111">Lovley et&#xa0;al., 1984</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>M. bryantii</italic>
</td>
<td valign="top" align="left">J. G. Ferry lab</td>
<td valign="top" align="left">68<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B110">Lovley, 1985</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>M. hungatei</italic>
</td>
<td valign="top" align="left">J. G. Ferry lab</td>
<td valign="top" align="left">94<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B110">Lovley, 1985</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methnanobrevibacter ruminantium</italic>
</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">44.41<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B90">Kim, 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanobrevibacter</italic> spp. SM9</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">46.39<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B90">Kim, 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Methanosphaera</italic> spp. ISO3-F5</td>
<td valign="top" align="left">Rumen</td>
<td valign="top" align="left">10.86<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B90">Kim, 2012</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT2_1">
<label>a</label>
<p>Conditions are mentioned as far as they are reported in the cited reference.</p>
</fn>
<fn id="fnT2_2">
<label>b</label>
<p>H<sub>2</sub> thresholds were converted from Pa to ppm values assuming a total pressure of 1 atm.</p>
</fn>
<fn id="fnT2_3">
<label>c</label>
<p>H<sub>2</sub> threshold was converted from mM to ppm.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Hydrogen concentration has a central role in the dynamics of acetogenesis during fermentation (<xref ref-type="bibr" rid="B30">Choudhury et&#xa0;al., 2022</xref>). High hydrogen concentrations create favorable conditions for acetogenesis, as acetogens have a lower affinity for hydrogen compared to methanogens. In termites, hydrogen levels have been reported to be three times higher than in cattle rumen (<xref ref-type="bibr" rid="B146">Pester and Brune, 2007</xref>). This provides a leveling ground for competition with methanogens which naturally thrive in low hydrogen levels because of their high hydrogen affinity (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The high hydrogen levels in these environments is explained by high abundant protozoa and spirochetes, which are responsible for hydrogen production and also double every 24&#x2013;48 h, much faster than hydrogenotrophic methanogens (<xref ref-type="bibr" rid="B21">Breznak et&#xa0;al., 1988</xref>).</p>
<p>Based on the considerations described above, the question arises: how can we promote acetogenesis in the rumen? Most studies on enhancing rumen acetogenesis have been conducted <italic>in vitro</italic>, with only one <italic>in vivo</italic> study (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Approaches have included adding acetogens <xref ref-type="bibr" rid="B202">Yang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B91">Kim et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B145">Pereira et&#xa0;al., 2022</xref>), combining methane inhibitors with acetogens (<xref ref-type="bibr" rid="B140">Nollet et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B109">Lopez et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B56">Gagen et&#xa0;al., 2012</xref>), using alternative electron acceptors like caffeic acid (<xref ref-type="bibr" rid="B33">Cord-Ruwisch et&#xa0;al., 1988</xref>), and incorporating selective additives such as <italic>Saccharomyces cerevisiae</italic>. <xref ref-type="bibr" rid="B202">Yang et&#xa0;al., 2015</xref>). Overall, adding acetogenic cultures alone in the rumen fluid did not affect acetate or methane production in all systems, even when the concentration of acetogen was increased ten-fold (<xref ref-type="bibr" rid="B109">Lopez et&#xa0;al., 1999</xref>). Bromoethanesulfonate (BES) and other methanogenic inhibitors suppressed methanogenesis up to 90% and increased hydrogen levels (<xref ref-type="bibr" rid="B93">Klieve, 2009</xref>; <xref ref-type="bibr" rid="B206">Zhou et&#xa0;al., 2011</xref>). In one study, increased hydrogen post-BES administration shifted volatile fatty acid concentrations toward propionate production. However, another study showed a methanogenic inhibitor reduced both methane and acetate formation (<xref ref-type="bibr" rid="B206">Zhou et&#xa0;al., 2011</xref>). Adding a non-native acetogen strain along with methanogenic inhibitors promoted acetogenesis briefly in some studies. One such report showed that the combination of <italic>E. limosum</italic> ATCC 8486 and BES stimulated acetate formation by 51% (<xref ref-type="bibr" rid="B109">Lopez et&#xa0;al., 1999</xref>). In these studies, methanogenesis resumed during the course of the experiments and all added acetogens perished (<xref ref-type="bibr" rid="B84">Karekar and Ahring, 2023</xref>. It is likely the case that these non-native species were unable to establish a niche in the rumen, in addition to the diminishing activity of BES over the course of the experiment. Adding inhibitors while increasing hydrogen levels increased acetate in pig gut (<xref ref-type="bibr" rid="B37">De Graeve et&#xa0;al., 1994</xref>). The observation aligns with other findings that collectively suggest that even competent acetogens can only compete with methanogens when hydrogen levels are elevated (<xref ref-type="bibr" rid="B57">Gagen et&#xa0;al., 2014</xref>) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). The addition of yeast cells enhanced by more than fivefold the hydrogenotrophic metabolism of the acetogenic strain and its acetate production (<xref ref-type="bibr" rid="B28">Chaucheyras et&#xa0;al., 1995</xref>), and yeast stimulate cellulose degradation and elevate hydrogen concentrations (<xref ref-type="bibr" rid="B52">Fonty and Chaucheyras-Durand, 2006</xref>). It can thus be concluded that strategies aiming to directly outcompete and displace methanogens with acetogens are unlikely to succeed. However, approaches that promote hydrogen buildup, such as using methane inhibitors or introducing yeast cells, can give acetogens a competitive advantage in the rumen (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Summary of data on strategies to promote rumen acetogenesis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Treatment</th>
<th valign="top" align="left">Organisms and source</th>
<th valign="top" align="left">Culture conditions</th>
<th valign="top" align="left">Overall effect</th>
<th valign="top" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">BES and acetogen</td>
<td valign="top" align="left">
<italic>Acetobacterium woodii</italic> and acetogen from baby kangaroo feces (DKB)</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">BES and DKB suppressed CH<sub>4</sub> formation completely for 7 days.<break/>BES and <italic>A. woodii</italic> decreased CH<sub>4</sub> for 24 hrs.<break/>No difference in acetate production.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B84">Karekar and Ahring, 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">BES and acetogen</td>
<td valign="top" align="left">YE255- <italic>Clostridium glycolicum</italic>
<break/>YE266- Kangaroo reductive acetogen<break/>YE257- Kangaroo reductive acetogen</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">Addition of acetogen alone did not affect methane levels.<break/>BES suppressed methane to undetectable levels (reduced the total number of methanogens by 90%).<break/>Adding acetogens with BES slightly increased acetate and propionate.<break/>None of the Kangaroo acetogens persisted for the entire fermentation period of 11 days.<break/>YE257 maintained its population density throughout the experiment.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B93">Klieve, 2009</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">BES and acetogen<break/>absence of sugar</td>
<td valign="top" align="left">
<italic>Acetitomaculum ruminis</italic> ATCC 43876 from the bovine rumen, <italic>Eubacterium limosum</italic> strains ATCC 8486- from sheep rumen<break/>ATCC 10825 and<break/>
<italic>Ruminococcus productus</italic> ATCC 35244- from non rumen environment<break/>and two acetogenic bacteria, Ser 5 and Ser 8 isolated from 20 h old lambs</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">
<italic>E. limosum</italic> and Ser 5 decreased methane by 5% after 24 h.<break/>Increasing the concentration of <italic>E. limosum</italic> ten-fold did not cause a further decrease in methane production.<break/>
<italic>E. limosum</italic>, Ser 5, and BES stimulated acetate formation by 51%.<break/>BES suppressed methane and increased H<sub>2.</sub>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B109">Lopez et&#xa0;al., 1999</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">BES and acetogen</td>
<td valign="top" align="left">
<italic>Peptostreptococcus productus</italic> ATCC 35244 from sewage digester sludge</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">Adding <italic>Peptostreptococcus productus</italic> alone did not affect methane and VFA production.<break/>BES and <italic>Peptostreptococcus productus</italic> reduced methane from 46 to 42&#x3bc;M; hydrogen levels dropped significantly but acetate did not increase, suggesting promotion of other hydrogen consuming pathways.<break/>BES had no significant influence on heterotrophic growth of <italic>P. productus.</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B140">Nollet et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Replacing BES with <italic>Lactobacillus plantarum</italic> 80 LP80 while adding acetogen</td>
<td valign="top" align="left">
<italic>Peptostreptococcus productus</italic> ATCC35244<break/>from sheep</td>
<td valign="top" align="left">
<italic>In vitro</italic> and <italic>in vivo</italic>
</td>
<td valign="top" align="left">24 h: decrease in CH<sub>4</sub> production 5&#x2013;15%, H<sub>2</sub> increased, VFA increased by 5&#x2013;30%.<break/>72 h: inhibition of CH<sub>4</sub> by 18&#x2013;30%, VFA production was lower 8&#x2013;15%.<break/>
<italic>In vivo</italic>: decreased methanogenesis by 80% .</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B141">Nollet et&#xa0;al., 1998</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Amino acids or mucin</td>
<td valign="top" align="left">Beef cattle rumen content</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">Neither mucins nor free amino acids activated reductive acetogenesis in rumen contents.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B38">Demeyer et&#xa0;al., 1996</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Increased H<sub>2</sub> levels (0, 20 and 80% v/v) and addition of BES</td>
<td valign="top" align="left">Pig gut</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">In the absence of BES, increasing H<sub>2</sub> significantly increased acetate and butyrate.<break/>At the highest pH<sub>2</sub> and BES acetate increased from 17.1% to 50.9%.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B37">De Graeve et&#xa0;al., 1994</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Methane inhibitors; propynoic acid (PA), 2-nitroethanol (2NEOH) and sodium nitrate (SN).</td>
<td valign="top" align="left">Ruminal fluid collected from Jersey bull</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">PA, 2NEOH, and SN greatly reduced the production of methane (70 to 99%), VFAs (46 to 66%), acetate (30 to 60%), and propionate (79 to 82%), with 2NEOH reducing the most.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B206">Zhou et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Saccharomyces cerevisiae</italic> and acetogenic bacteria</td>
<td valign="top" align="left">Acetogenic strain Ser 8 from the rumen of 20h lamb</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">Ser 8 alone used only 156.7 mmol of H<sub>2</sub>; and produced 37.8&#x3bc;mol of acetate.<break/>Ser 8 along with <italic>Saccharomyces cerevisiae</italic> used 821.5 mmol of H<sub>2</sub> and produced 37.8 &#x3bc;mol of acetate.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">Chaucheyras et&#xa0;al., 1995</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Saccharomyces cerevisiae</italic> and acetogenic bacteria</td>
<td valign="top" align="left">Acetogen strain (TWA4) isolated from female tammar wallabie</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">Supplementation with TWA4 and <italic>Saccharomyces cerevisiae</italic> increased methane production (P&lt;0.05) by 20% to 107%.<break/>TWA4 and <italic>Saccharomyces cerevisiae</italic> increased (P&lt;0.05) acetate, propionate, butyrate, and total VFA concentrations.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B202">Yang et&#xa0;al., 2015</xref>),</td>
</tr>
<tr>
<td valign="top" align="left">Elevating hydrogen (&gt;5 mM), and adding acetogen</td>
<td valign="top" align="left">Isolate TWA4<break/>and <italic>Methanobrevibacter smithii</italic>
</td>
<td valign="top" align="left">
<italic>In vitro</italic>
</td>
<td valign="top" align="left">Acetate increased from 0&#x2013;150 &#x3bc;mol for 18 h.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B57">Gagen et&#xa0;al., 2014</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>BES, bromoethanesulfonate; VFA, volatile fatty acid.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Three hypothetical scenarios for enhancing acetogenesis in the rumen. <bold>(A)</bold> Existing rumen fermentation. Under normal conditions, methane (CH<sub>4</sub>) is the main sink of metabolic hydrogen. <bold>(B)</bold> Current interventions in rumen fermentation, where efficient acetogens from a non-rumen environment are introduced following inhibition of methanogenesis by chemicals like BES. BES creates more available hydrogen for these competent acetogens. Methanogenesis is halted, but only briefly. Methanogenesis resumes once BES expires, or when non-native acetogen species are rejected or fail to establish a niche in the rumen environment. <bold>(C)</bold> An ideal scenario where native rumen acetogens are enhanced by improving the efficiency of the Wood&#x2013;Ljungdahl (WL) pathway. <bold>(D)</bold> A theoretical and highly promising situation in which engineered strains of methanogens permanently replace methane production with acetic acid production.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-06-1489212-g003.tif"/>
</fig>
<p>Learning from all these prior efforts, we now explore hypothetical, sustainable scenarios to maximize the promotion of acetogenesis in the rumen (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). Increasing hydrogen concentration in the rumen is one way to solve this puzzle. This can be achieved by selecting for microorganisms with high hydrogen production under rumen conditions. But since high hydrogen levels block rumen fermentation, prior to examining this approach, several questions must be addressed (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). For instance, what is the relationship between hydrogen-producing bacteria in the rumen and the methanogens or acetogens? Certain studies indicate a mutualistic relationship where there is a close physical association between hydrogen generators and the methanogens. The question then becomes, is it feasible to selectively disrupt the relationship between H<sub>2</sub> producers and methanogens in the rumen? Furthermore, do primary hydrogen generators have any association with acetogens? If not, can we deliberately initiate a syntrophic relationship between them so that hydrogen is more available for acetogens?</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Outstanding questions for future research.</p>
</caption>
<table frame="hsides">
<tbody>
<tr>
<td valign="top" align="left">&#x2022;&#x2003;At what hydrogen concentration does acetogenesis become activated and maintained?<break/>&#x2022;&#x2003;At what hydrogen concentration does methanogenesis become impossible?<break/>&#x2022;&#x2003;How do methanogens and acetogens compete under various hydrogen substrate regimes?<break/>&#x2022;&#x2003;Is it possible to boost acetogens&#x2019; hydrogen affinity?<break/>&#x2022;&#x2003;Is it possible to establish physical interactions of acetogens with hydrogen producers? Or detach permanently methanogens from protozoans?<break/>&#x2022;&#x2003;If the metabolic capabilities of acetogens were limited to H<sub>2</sub> and CO<sub>2</sub>, would this promote their competitiveness?<break/>&#x2022;&#x2003;Under what cultivation conditions would methanogens produce acetate as sole product?</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The use of efficient acetogens that can compete with methanogens at relatively low hydrogen levels is another promising research area. Highly efficient acetogens from non-rumen environments have been targeted for introduction into the rumen, as demonstrated by <xref ref-type="bibr" rid="B84">Karekar and Ahring (2023)</xref>. In their study, methanogenesis was suppressed for seven days without a significant change in acetate production. To further advance this line of research, several questions need to be addressed. For example, what could be the collateral damage of the power shift from methanogens to acetogens in a rumen ecosystem that has evolved over millennia to favor domination by methanogens? How challenging would it be to integrate non-native acetogens into the cow rumen? Mimicking the kangaroo gut environment might help, but is it practical or beneficial for animal performance to alter the rumen system so extensively? Furthermore, what happens when hydrogen levels become limiting, which is the case when methanogenic inhibitors like BES are exhausted? While these acetogens are efficient at utilizing hydrogen, they have broad metabolic flexibility and could easily switch to other substrates when hydrogen becomes scarce. <xref ref-type="bibr" rid="B105">Le Van et&#xa0;al. (1998)</xref> reported that rumen acetogens prefer substrates other than H<sub>2</sub> and CO<sub>2</sub>. <italic>In vivo</italic> studies also reveal that replacing methanogens with acetogens reduces hydrogen capture from fermentation by up to 46%, compared to the over 90% efficiency seen in methanogen-dominated rumens (<xref ref-type="bibr" rid="B53">Fonty et&#xa0;al., 2007</xref>). This impairs degradative activity of ruminal fermentative bacteria and decreases overall animal performance.</p>
<p>The problems highlighted above can be mitigated by focusing on genetic manipulations. We identify two possible opportunities: 1) genetic engineering native acetogens to increase efficiency of the Wood&#x2013;Ljungdahl (WL) pathway (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>
<bold>),</bold> or by employing traditional mutant selection approaches used in microbiology. Increasing the copy number of critical genes like <italic>Codh</italic> and the <italic>Acs</italic> genes in core rumen acetogens might increase their hydrogen scavenging potential; 2) Methanogens can be custom designed to produce acetate instead of methane (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). This could be achieved through genetic engineering of methanogens to abate the methane production branch of the WL pathway.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Schematic representation of the WL pathways in acetogens (left) and methanogens (right). Steps restricted to bacteria are marked in bright blue color, whereas those only found in archaea are shown in orange. Dark blue stands for reactions and enzymes observed in both prokaryotic domains. Abbreviations are as follows: Fdh, formate dehydrogenase; Fmd/Fwd, Formylmethanofuran dehydrogenase; Mtr, coenzyme M methyltransferase; <italic>Mcr</italic>, methyl-coenzyme M reductase; Mer, methyl-ene-H4MPT reductase; Mch, methenyl-H4MPT cyclohydrolase; Ftr, formylmethanofuran:H4MPT formyltransferase; Fch, methenyl-H4F cyclohydrolase; CODH, carbon monoxide dehydrogenase; ACS, acetyl coenzyme A synthase.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-06-1489212-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Possible <italic>in vitro</italic> approach for the gene editing of rumen methanogens. Methanogens would be collected from the rumen and cultured <italic>in vitro</italic>, at which point methane producing genes are knocked down using CRISPRi. The gene-edited methanogens are then replicated <italic>in vitro</italic> and reintroduced into the rumen for repopulation. If the edited methanogens can compete effectively within the rumen population, the animal is expected to emit significantly less methane from enteric fermentation. Adapted from <xref ref-type="bibr" rid="B172">Subedi et al. (2022)</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-06-1489212-g005.tif"/>
</fig>
</sec>
<sec id="s3_2_5">
<label>3.2.5</label>
<title>Genetic engineering of methanogens to abate methane production</title>
<p>A significant (95%) amount of methane produced in the rumen arises from bioconversion of the products of fermentation (hydrogen and carbon dioxide), which is known as hydrogenotrophic methanogenesis (<xref ref-type="bibr" rid="B114">Mackie et&#xa0;al., 2024</xref>). However, there is a natural alternative pathway for bioconversion of CO<sub>2</sub> and hydrogen into acetate through the Wood&#x2013;Ljungdahl (WL) pathway (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). This pathway is commonly employed by both methanogens and acetogens for carbon fixation and by acetogens also for energy generation (<xref ref-type="bibr" rid="B156">Rosenbaum and M&#xfc;ller, 2021</xref>). The production of acetate from CO<sub>2</sub> and H<sub>2</sub> is here termed primary acetogenesis, whereby CO<sub>2</sub> molecules are sequentially reduced under two branches, the carbonyl branch and the methyl branch.</p>
<p>In the methyl branch, CO<sub>2</sub> is reduced through a series of sequential hydrogenations reactions to a methyl intermediate (<xref ref-type="bibr" rid="B85">Karekar and Stefanini, 2022</xref>). In the carbonyl branch, CO<sub>2</sub> is first reduced to carbon monoxide (CO) by means of the enzyme carbon monoxide dehydrogenase (<italic>Codh</italic>). The CO then is conjugated to the methyl intermediate by means of acetyl-CoA synthase (<italic>Acs</italic>) to produce acetyl coenzyme A (acetyl-CoA). This acetyl-CoA is subsequently converted to acetate during catabolism or utilized in the synthesis of cell carbon during anabolism (<xref ref-type="bibr" rid="B43">Drake et&#xa0;al., 2013</xref>).</p>
<p>If the WL pathway is compared between methanogenic archaea and acetogens it is found that, in archaea, the route that leads to methanogenesis is a metabolic extension and involves two additional enzymes, specifically coenzyme M methyltransferase (<italic>Mtr</italic>) and methyl-coenzyme M reductase (<italic>Mcr</italic>), collectively known as the <italic>Mtr-Mcr</italic> module (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) (<xref ref-type="bibr" rid="B163">Scheller and Rother, 2022</xref>). Thus, there is a clear opportunity to delete or bypass the route that leads to methane production. Acetyl CoA is believed to be an ancient metabolic product, and given that methanogens evolved later than acetogens due to their energy conservation advantage (<xref ref-type="bibr" rid="B116">Martin, 2020</xref>), experiments to revert methanogenic archaea to acetogens seem plausible. Therefore, it is theoretically possible to rewire methanogenic metabolism by just diverging all substrate carbon from methanogenesis to flow through acetyl-CoA, and thereby converting methanogens into acetogens. This can be achieved either by spontaneous mutation in an adaptive evolution strategy (i.e. selecting for growth of methanogens in a medium lacking key methanogenesis substrates or with a methanogenesis inhibitor) or through targeted mutations of genes encoding essential enzymes like <italic>Mcr</italic>, <italic>Mtr</italic>, and <italic>Codh</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), and several others as highlighted by (<xref ref-type="bibr" rid="B104">Lessner et&#xa0;al., 2006</xref>) using advanced technologies like CRISPR-Cas (clustered regularly interspaced short palindromic repeats).</p>
<p>In just a few years since its discovery, CRISPR-Cas-based approaches have propelled forward the area of precision genome engineering. The CRISPR-Cas system is a primitive adaptive immune system found in 40% of bacteria and 90% of archaea (<xref ref-type="bibr" rid="B40">Dhamad and Lessner, 2020</xref>). These organisms use CRISPR-Cas systems to defend themselves against viruses. The systems generally have two parts: &#x2018;guide RNA&#x2019; molecules that recognize and bind to the targeted viral DNA or RNA, and the Cas enzymes that cut the target. This system can be redirected to delete or add new functions to the cell through direct genome editing. Essentially, the nucleases generate a DNA double-strand break (DSB) at the targeted genome locus, triggering repair by either nonhomologous end joining (NHEJ) or homology-directed repair (HDR). Without a template, NHEJ introduces insertions or deletions that disrupt the target site. With a homologous template, HDR allows precise modifications (<xref ref-type="bibr" rid="B81">Jako&#x10d;iunas et&#xa0;al., 2016</xref>). Although an ever-increasing number of variants of CRISPR-Cas systems have been identified, the first well characterized and widely used system in genome editing is the type II CRISPR-Cas9 system from <italic>Streptococcus pyogenes</italic> (<xref ref-type="bibr" rid="B83">Jinek et&#xa0;al., 2012</xref>).</p>
<p>Beyond DNA modification, adaptations of CRISPR-Cas can also regulate gene expression through CRISPR interference (CRISPRi) and CRISPR activation (CRISPRa) (<xref ref-type="bibr" rid="B36">De Bakker et&#xa0;al., 2022</xref>). CRISPRi suppresses gene expression and is particularly valuable for modulating essential genes, where deletion might be lethal (<xref ref-type="bibr" rid="B169">Stachler et&#xa0;al., 2020</xref>). Suppression can occur pre-transcriptionally using a catalytically deactivated version of Cas9 (dCas9), where the dCas9&#x2013;guide RNA complex physically blocks RNA polymerase or transcription factors. Post-transcriptional suppression involves mRNA degradation (<xref ref-type="bibr" rid="B42">Doudna and Charpentier, 2014</xref>). For gene activation (CRISPRa), dCas9 is fused to an activator domain, directly or via recruitment domains on the guide RNA, to enhance gene transcription (<xref ref-type="bibr" rid="B16">Bikard et&#xa0;al., 2013</xref>).</p>
<p>All these CRISPR-Cas tools can be employed to edit methanogenic archaeal genomes, targeting the genes responsible for methanogenesis. <italic>Mcr</italic> is a key gene target, which catalyzes the final step of methanogenesis and is found in all methanogens (<xref ref-type="bibr" rid="B11">Beauchemin et&#xa0;al., 2020</xref>). Recently, <xref ref-type="bibr" rid="B136">Nayak and Metcalf (2017)</xref> deleted <italic>Mcr</italic> and a heterodisulfide reductase (<italic>hdrED</italic>) gene using the <italic>S. pyogenes</italic>-derived CRISPR-Cas9 platform on <italic>Methanosarcina acetivorans</italic> and showed high efficiency in creating insertions (knock-ins) and deletions (knockouts) through homology directed repair (HDR) without any evidence of off-target mutations. This experiment delivered only five transformants, confirming the essentiality of these genes. Conversely, when deletions were made in non-essential genes responsible for encoding monomethylamine-specific methyltransferases (<italic>mtmCB1</italic> and <italic>mtmCB2</italic>), which facilitate methylamine utilization in the methylotrophic pathway, thousands of transformants were generated (<xref ref-type="bibr" rid="B136">Nayak and Metcalf, 2017</xref>). Although the phenotypic behavior of these transformants was not studied, the results suggest that knocking out methyltransferases could be more effective for reducing methane in methylotrophic methanogens, while suppression may be a better approach for essential genes like <italic>Mcr</italic> and <italic>hdrED</italic>. Indeed, a simple and efficient CRISPRi system for targeted gene repression has been developed in archaea, successfully achieving a 90% reduction in transcript levels of nitrogen fixation genes in <italic>M. acetivorans</italic> (<xref ref-type="bibr" rid="B40">Dhamad and Lessner, 2020</xref>). Similarly, CRISPRi systems using endogenous type I and type III CRISPR pathways have been implemented in extremophiles <italic>Haloferax volcanii</italic> and <italic>Sulfolobus</italic> spp. Testing the effectiveness of CRISPRi systems in downregulating <italic>Mcr</italic> would be of great interest.</p>
<p>In addition to <italic>Mcr</italic>, other gene complexes like <italic>Mtr</italic> and <italic>Codh</italic> could be targeted. <italic>Mtr</italic> transfers a methyl group from tetrahydromethanopterin (H<sub>4</sub>MPT) to coenzyme M (CoM-SH) at the end of the WL pathway (<xref ref-type="bibr" rid="B1">Adam et&#xa0;al., 2022</xref>; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), while <italic>Codh</italic> plays a central role in CO metabolism (<xref ref-type="bibr" rid="B15">Biester et&#xa0;al., 2022</xref>). By overexpressing <italic>Codh</italic> or inhibiting <italic>Mtr</italic>, it is possible to promote acetyl-CoA production. In 2004, Rother and Metcalf found that exposing <italic>M. acetivorans</italic> to varying concentration of CO inhibited <italic>Mtr</italic> and upregulated <italic>Codh</italic> activity threefold. In 2006, Lessner et&#xa0;al., further observed an eightfold reduction in <italic>Mtr</italic> when <italic>M. acetivorans</italic> was grown on CO as compared to methanol as substrate. Building on these two experiments, <xref ref-type="bibr" rid="B164">Sch&#xf6;ne et&#xa0;al. (2022)</xref> successfully deconstructed <italic>M. acetivorans</italic> into an acetogenic archaeon by targeted disruption of <italic>Mtr</italic>, followed by adaptive evolution. However, since <italic>M. acetivorans</italic> in the rumen are very few (<xref ref-type="bibr" rid="B132">Nagarajan et&#xa0;al., 2019</xref>) and their contribution to methane production is insignificant, extending this work to key emitters like <italic>M. ruminantium</italic> could be impactful. Unfortunately, hydrogenotrophic methanogens lack the <italic>Codh</italic> complex (<xref ref-type="bibr" rid="B133">Nagoya et&#xa0;al., 2021</xref>), so CRISPR tools could be used to introduce and overexpress <italic>Codh</italic> in <italic>M. ruminantium</italic> to explore CO-dependent acetogenesis.</p>
<p>The availability of the genome sequence of <italic>M. ruminantium</italic> (<xref ref-type="bibr" rid="B100">Leahy et&#xa0;al., 2010</xref>) and the recent identification of its operon and functional properties (<xref ref-type="bibr" rid="B14">Bharathi et&#xa0;al., 2020</xref>), combined with the extensive understanding of methanogenic biochemical pathways (<xref ref-type="bibr" rid="B39">Deppenmeier, 2002</xref>), opens up possibilities for genome editing to mitigate methane emissions in this organism. Advanced tools like DNA-editing all-in-one RNA-guided CRISPR-Cas transposase (DART) and environmental transformation sequencing (ET-seq) now allow for targeted, multi-species editing within complex microbiomes (<xref ref-type="bibr" rid="B157">Rubin et&#xa0;al., 2021</xref>). These innovations address key challenges in targeting, delivery, and the survival of edited species. The evidence suggests that when a species of bacteria is isolated from the target environment, engineered, and then returned, their persistence is maintained for longer periods than when non-native species are introduced (<xref ref-type="bibr" rid="B22">Buiatti et&#xa0;al., 2013</xref>). However, <italic>in situ</italic> microbial engineering is still in its infancy; more research must be done before direct editing of the rumen microbial community becomes a reality.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusion</title>
<p>Looking forward, we believe engineered biology has the potential to deliver solutions at a scale equivalent to the scale of the climate crisis we are currently facing. The potential to engineer the key methane producer in the rumen of cows is one promising area. If an engineered strain of methanogen is successfully integrated in the microbiome of a cow and subsequently throughout the entire cattle population, a significant and persistent reduction of enteric methane could be achieved. While the technology is promising, there are two critical issues that must be addressed. One, the potential escape of the edited gene which could result in unforeseen consequences for the health of the animal and to the ecosystem at large. Two, the risk of the construct losing its intended function by re-acquiring methanogenic functions from the native populations.</p>
<p>For the former, genetic biocontainment technologies that manage the risk of unintended consequences could be integrated to improve the safety and security of engineered organisms. Approaches that physically confine the cells so that they can be used in the environment without escaping into it have been developed and used. Example, hydrogels have been used to encapsulate <italic>E. coli</italic> engineered to sense trinitrotoluene (TNT) (<xref ref-type="bibr" rid="B13">Belkin et&#xa0;al., 2017</xref>). Techniques have also been developed to create cells that are intact and metabolically active, but cannot replicate and do not transfer DNA to the environment (<xref ref-type="bibr" rid="B46">Fan et&#xa0;al., 2020</xref>). Moreover, knocking out an essential biosynthetic gene and exogenously supply the missing metabolite, thereby creating a synthetic auxotroph, is another approach (<xref ref-type="bibr" rid="B58">Gallagher et&#xa0;al., 2015</xref>). Therapeutic <italic>Lactococcus lactis</italic> was controlled by knocking out the thymidylate synthase gene, blocking growth in the gut where thymidine/thymine are rare (<xref ref-type="bibr" rid="B171">Steidler et&#xa0;al., 2003</xref>). Despite these advancements, genetic biocontainment remains vulnerable to factors such as cross-feeding, genetic mutations, or unforeseen environmental conditions, all of which must be accounted for to ensure consistent and stable containment (<xref ref-type="bibr" rid="B144">Payne et&#xa0;al., 2024</xref>).</p>
<p>The potential of engineered species to re-acquire methanogenic functions from the native population via horizontal gene transfer (HGT) warrants attention, as this would dilute the intended effect of targeted engineering approaches. While HGT is a common process among members in microbial communities, the literature indicates that natural competence and transformation in archaea are relatively rare (<xref ref-type="bibr" rid="B65">Gophna and Altman-Price, 2022</xref>). Even archaea that are naturally transformable typically show lower transformation frequencies as compared to bacterial counterparts. Moreover, DNA uptake mechanisms, such as the competence (Com) proteins ComEA and ComEC, have not been identified in archaea, and only a few archaeal viruses have been shown to facilitate HGT. Irrespective of this, several synthetic genetic strategies have recently been proposed to either prevent or penalize the loss of function as well as eliminating cells that bear mutations in DNA sequences of interest. The strategies range from editing the genomes of the host cell for eliminating insertion sequences, to active genetic circuits for detecting underperformance of engineered constructs (<xref ref-type="bibr" rid="B138">Nikel and De Lorenzo, 2021</xref>). It is crucial to emphasize the need for extensive research to thoroughly evaluate and quantify 1) the likelihood of horizontal gene transfer and 2) the efficacy of built-in biocontainment mechanisms as safety controls.</p>
<p>Given the rapid advancement in artificial intelligence capabilities, it may be possible to develop predictive tools that can identify ecological risks quickly as they occur, including deleterious genetic rearrangements and horizontal gene transfer. Continued developments in the area of biocontainment will ensure that the engineered organisms remain controllable, stable, and predictable in the environment. While completely eliminating the burden of programmed cells may be unattainable, engineering efforts such as those described here can at least mitigate its impact and allow the development of synthetic biology systems that work efficiently and in better harmony with the natural environment.</p>
<p>Methane is dramatically more potent at warming the planet than carbon dioxide, and responsible for 30% of global temperature rise since the Industrial Revolution. More than half of human-driven methane emissions are microbial in origin. Cattle, through enteric fermentation, are at the top of these emissions, making them a key piece of the climate change puzzle. Some of the proposed strategies such as reducing livestock production do not address the root source of emission. In this review, we holistically examined solutions to the problem of cattle methane emissions, with emphasis on biotechnological solutions related to the rumen microbiome. We argue that applying CRISPR technology to methanogen engineering could result in a permanently low-methane cow. Moreover, such organisms are likely to be scaled to other biogenic sources such as wetlands and rice paddies. We postulate that the WL pathway, especially channeling H<sub>2</sub> to acetogenesis, can be a remedy to rumen methane production and provide a pervasive avenue for addressing global methane emission beyond the rumen ecosystem.</p>
<p>While HGT is a common phenomenon, natural competence and transformation in archaea have been reported to be scarce (<xref ref-type="bibr" rid="B65">Gophna and Altman-Price, 2022</xref>) and even those archaea that are naturally transformable typically show low transformation frequencies when compared to their bacterial counterparts. Furthermore, DNA uptake mechanisms such us the competence (Com) proteins ie ComEA/ComEC have not been found in archaea and, very few archaeal viruses have also shown to serve as agents of HGT. Despite this, a number of synthetic genetic approaches have been proposed to either prevent or penalize the loss of function as well as eliminating cells that bear mutations in DNA sequences of interest. The strategies range from editing the genomes of the host cell for eliminating insertion sequences, to active genetic circuits for detecting underperformance of engineered constructs (<xref ref-type="bibr" rid="B138">Nikel and De Lorenzo, 2021</xref>). However, multiple studies are needed to qualify and quantify these risks. More lab-scale and field-scale studies are needed to characterize 1) the likelihood of horizontal gene transfer and 2) the efficacy of built-in biocontainment mechanisms as safety controls.</p>
<p>Given the rapid advancement in artificial intelligence capabilities, it may be possible to develop predictive tools that can identify ecological risks quickly as they occur, including deleterious genetic rearrangements and horizontal gene transfer. Continued developments in the area of biocontainment will ensure that the engineered organisms remain controllable, stable, and predictable in the environment. It may not be possible to ever eliminate burden when programming cells to do extra tasks; however, engineering efforts such as those described here can at least mitigate its impact and allow the development of synthetic biology systems that work efficiently and in better harmony with the natural environment.</p>
<p>Methane is dramatically more potent at warming the planet than carbon dioxide, and responsible for 30% of global temperature rise since the Industrial Revolution. More than half of human-driven methane emissions are microbial in origin. Cattle, through enteric fermentation, are at the top of these emissions, making them a key piece of the climate change puzzle. Some of the proposed strategies such as reducing livestock production do not address the root source of emission. In this review, we holistically examined solutions to the problem of cattle methane emissions, with emphasis on biotechnological solutions related to the rumen microbiome. We argue that applying CRISPR technology to methanogen engineering could result in a permanently low-methane cow. Moreover, such organisms are likely to be scaled to other biogenic sources such as wetlands and rice paddies. We postulate that the WL pathway, especially channeling H<sub>2</sub> to acetogenesis, can be a remedy to rumen methane production and provide a pervasive avenue for addressing global methane emission beyond the rumen ecosystem.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>RM: Conceptualization, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AMA: Supervision, Writing &#x2013; review &amp; editing. KU: Supervision, Writing &#x2013; review &amp; editing. AA: Supervision, Writing &#x2013; review &amp; editing. NF: Funding acquisition, Resources, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s6" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. RM is supported by the Regional Scholarship and Innovation Fund (RSIF) through the Partnership for Skills in Applied Sciences, Engineering and Technology (PASET) program. NF is supported by new faculty start-up funds from Worcester Polytechnic Institute. The funders were not involved in preparation of this article.</p>
</sec>
<sec id="s7" sec-type="COI-statement">
<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 id="s8" sec-type="disclaimer">
<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>
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