<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.161561.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Enhancing biogas production from co-digestion of organic wastes mixed with cattle manure using rumen fluid and Saccharomyces cerevisiae isolate MUTJ0F</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Fentahun</surname>
                        <given-names>Mulugeta</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0007-3025-7156</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Kahsay</surname>
                        <given-names>Birhanu</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>College of Natural and Computational Sciences, Department of Biology, Debre Markos University, Debre Markos, Amhara, 269, Ethiopia</aff>
                <aff id="a2">
                    <label>2</label>Institute of Biotechnology, Mekelle University, Mek'ele, Tigray, Ethiopia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:mulugetafanatahun@dmu.edu.et">mulugetafanatahun@dmu.edu.et</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>13</day>
                <month>2</month>
                <year>2025</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>199</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>4</day>
                    <month>2</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Fentahun M and Kahsay B</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-199/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Biogas production from different types of biodegradable wastes used as an alternative for fossil fuels for energy consumption and biodegradable waste management. Biogas is a cost-effective, ecologically friendly, sustainable energy source that is also a reliable method to handle food waste.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>This study used rumen fluid and 
                        <italic toggle="yes">S.</italic> 
                        <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F to maximize the production of biogas from household consumption of three substrates such as cattle manure, cafeteria leftover foods, and fruit and vegetable wastes. Plastic 0.6 L digesters operating at a mesophilic temperature (30&#x00b0;C) were used to produce biogas from the mixed waste. Biogas production was recorded after the 60-day retention period. Standard methods were used to figure out parameters like pH, total solids, organic carbon volatile solids, and moisture content of the raw mixed wastes. This study was carried out experimentally using factorial patterns and a completely randomized 6 &#x00d7; 2 design. The water displacement method was used to estimate the average amount of biogas generated by a 0.6 L digester.</p>
                </sec>
                <sec>
                    <title>Result</title>
                    <p>The corresponding VS/TS ratios for cattle manure, fruit and vegetable waste, and leftover cafeteria food waste were 91.2%, 80.2%, and 78.3%. More biogas was produced using rumen fluid and the 
                        <italic toggle="yes">S.</italic> 
                        <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F than from mixed wastes without inoculums. The highest volume of biogas (6900.3 ml) was generated by mixing 10 ml of 
                        <italic toggle="yes">S.</italic> 
                        <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F with the rumen fluids (100 ml). The digester that included 100 ml of rumen fluid and 
                        <italic toggle="yes">S.</italic> 
                        <italic toggle="yes">cerevisiae</italic> was the optimum performance for biogas production.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>This result suggests that using rumen fluid and the 
                        <italic toggle="yes">S.</italic> 
                        <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F as inoculums in a biogas digestor can enhance the production of biogas.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Anaerobic digestion</kwd>
                <kwd>Biogas production</kwd>
                <kwd>Inoculum</kwd>
                <kwd>Rumen fluid</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1" xlink:href="https://doi.org/10.13039/501100021567">
                    <funding-source>Debre Markos University</funding-source>
                </award-group>
                <funding-statement>This research was supported by Debre Markos University. </funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>1. Introduction</title>
            <p>The sources of renewable energy have gained attention due to growing concern about the negative environmental effects of fossil fuels and the depletion of global petroleum reserves (
                <xref ref-type="bibr" rid="ref6">Akinbami 
                    <italic toggle="yes">et al</italic>., 2001</xref>; 
                <xref ref-type="bibr" rid="ref34">Imri and Valeria, 2007</xref>). Long-term possible strategies for sustainable growth should be address the world&#x2019;s current environmental issues and potential fossil fuel crisis (
                <xref ref-type="bibr" rid="ref22">Farid, 2022</xref>). Under this situation one of the most promising and feasible options appears to be renewable energy (
                <xref ref-type="bibr" rid="ref7">Alemayehu, 2014</xref>). Biogas remains in use worldwide as a source of renewable energy, less expensive, environmentally friendly, clean and readily available (
                <xref ref-type="bibr" rid="ref3">Abdulkareem, 2005</xref>; 
                <xref ref-type="bibr" rid="ref12">Arthur and Brew-Hammond, 2010</xref>; 
                <xref ref-type="bibr" rid="ref7">Alemayehu,
 2014</xref>). Biogas may be generated from bio-waste or biomass and used for cooking, heating, lighting and absorption refrigeration, compressing gas for storage, use in vehicles, and generating electricity (
                <xref ref-type="bibr" rid="ref31">Harris, 2008</xref>; 
                <xref ref-type="bibr" rid="ref17">Corral 
                    <italic toggle="yes">et al.</italic>, 2008</xref>, 
                <xref ref-type="bibr" rid="ref48">Nasir 
                    <italic toggle="yes">et al</italic>., 2012</xref>).</p>
            <p>Biogas is generated when bacteria, and microorganisms break down bio-waste or biomass without oxygen (
                <xref ref-type="bibr" rid="ref46">Membere 
                    <italic toggle="yes">et al</italic>., 2012</xref>). An innovative solution to increase anaerobic waste digestion yields are co-digestion due to inexpensive, simple technology, enhance the rate anaerobic digestion process by creating a better nutrient balance from the materials mixed to feed the digester, provide positive synergism for bacterial growth, and increased in biogas production (
                <xref ref-type="bibr" rid="ref51">Sosnowski 
                    <italic toggle="yes">et al</italic>., 2003</xref>; 
                <xref ref-type="bibr" rid="ref45">Mata-Alvarez 
                    <italic toggle="yes">et al</italic>., 2000</xref>; 
                <xref ref-type="bibr" rid="ref47">Mshandete 
                    <italic toggle="yes">et al</italic>., 2004</xref>; 
                <xref ref-type="bibr" rid="ref39">Leta 
                    <italic toggle="yes">et al</italic>., 2015</xref>). Several studies have used co-digestion to increase the rate at which organic matter is converted biologically in the biogas system to improving biogas performance (
                <xref ref-type="bibr" rid="ref33">Huang 
                    <italic toggle="yes">et al</italic>., 2016</xref>; 
                <xref ref-type="bibr" rid="ref7">Alemayehu, 2014</xref>; 
                <xref ref-type="bibr" rid="ref44">Mata-Alvarez 
                    <italic toggle="yes">et al</italic>., 2014</xref>; 
                <xref ref-type="bibr" rid="ref2">Abbas 
                    <italic toggle="yes">et al</italic>., 2021</xref>).</p>
            <p>Three useful bacteria groups break down complex organic materials such as fermentative, acidogenic, and methanogenic microbes interdependently during anaerobic digestion. These microorganisms are in responsible of the four-stage process that transforms complex organics into biogas. The hydrolysis stage comes first, followed by the acidogenesis stage, the acetogenesis stage, and the methanogenesis stage (
                <xref ref-type="bibr" rid="ref36">Jia 
                    <italic toggle="yes">et al</italic>., 2020</xref>). One of the waste products from slaughterhouses that is regularly dumped into drainage systems is rumen fluids (
                <xref ref-type="bibr" rid="ref61">Zhang 
                    <italic toggle="yes">et al</italic>., 2016</xref>). A diverse range of fungus, bacteria, protozoa, and archaea inhabit the rumen, an anaerobic microbial habitat (
                <xref ref-type="bibr" rid="ref54">Sylvester 
                    <italic toggle="yes">et al</italic>., 2004</xref>; 
                <xref ref-type="bibr" rid="ref50">Sonakya 
                    <italic toggle="yes">et al</italic>., 2003</xref>). The rumen contains a variety of microorganisms, including cellulolitic and methanogenic bacteria (
                <xref ref-type="bibr" rid="ref42">Lopes 
                    <italic toggle="yes">et al</italic>., 2004</xref>; 
                <xref ref-type="bibr" rid="ref60">Yue and Yu, 2009</xref>). Rumen could be helpful as an activator in the anaerobic fermentation process that produces biogas. This fermentation process resembles the biogas digester process (
                <xref ref-type="bibr" rid="ref5">Achmad 
                    <italic toggle="yes">et al.</italic>, 2011</xref>). 
                <italic toggle="yes">Saccharomyces cerevisiae</italic> is an anaerobic microorganism that can increase fibre degradation, stimulate cellulolytic bacterial, fungal growth, and increase pH in digesters through organic acid production (
                <xref ref-type="bibr" rid="ref43">Lynd 
                    <italic toggle="yes">et al</italic>., 2002</xref>; 
                <xref ref-type="bibr" rid="ref5">Achmad 
                    <italic toggle="yes">et al.</italic>, 2011</xref>).</p>
            <p>Debre Markos University one of the Ethiopia&#x2019;s federal universities and currently there are above 20,000 resident students in the main campus during regular academic year and summer time. For this reason, these students have their meal in the university. We have an enormous amount organic waste and leftover food, which might all be utilized as inputs for the generation of anaerobic biogas. The primary ingredients of the meals provided to students at Debre Markos University include bread, injera, spaghetti, rice, meat, and various stews and sauces. The majority of the food leftovers were disposed of near the fence in the back of the male student home, which produced an unpleasant odor and suitable environment for the growth of harmful bacteria. However, various juice house wastes are among the municipal wastes that are becoming difficult to manage, this kind of waste is typically dumped in landfills along with other household wastes, which greatly pollutes the environment in Debre Markos town. Finding alternate ways to handle those organic wastes and convert them into a source of energy is therefore necessary.</p>
            <p>Therefore, by co-digestion of these organic wastes with rumen fluids and 
                <italic toggle="yes">Saccharomyces cerevisiae</italic> is an excellent opportunity to produce biogas, which would be a useful way to manage those wastes and a potential source of energy for different homes enterprises. Even though, there is information on production biogas from students cafeteria wastes and juice house wastes (
                <xref ref-type="bibr" rid="ref7">Alemayehu, 2014</xref>; 
                <xref ref-type="bibr" rid="ref1">Abayneh 
                    <italic toggle="yes">et al</italic>., 2014</xref>; 
                <xref ref-type="bibr" rid="ref30">Hammad 
                    <italic toggle="yes">et al</italic>., 2018</xref>; 
                <xref ref-type="bibr" rid="ref18">Earnest and Singh, 2013</xref>) but there is limited report on method for increasing biogas generation particularly the one that using rumen fluids and 
                <italic toggle="yes">Saccharomyces cerevisiae.</italic> The aim of this study was designed to know the effect of rumen fluids and 
                <italic toggle="yes">S.</italic> 
                <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F as fermentation activator on the amount of biogas generated from food waste co-digestion in anaerobic conditions and cattle manure and also to optimize the volume of rumen fluids and 
                <italic toggle="yes">S.</italic> 
                <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F for biogas production
                <italic toggle="yes">.</italic> Therefore, this study may lead to better management of animal dung and other solid wastes, lower ground water contamination, better health and reduced respiratory infections, improved air quality, and less deforestation and consequent soil erosion.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>2. Methods</title>
            <sec id="sec7">
                <title>2.1 The study area</title>
                <p>The research was carried out in microbiology laboratory of department of biology, Debre Markos University, East Gojjam, Ethiopia. The university is found in Debre Markos town. Debre Markos is located at latitude and longitude of 10&#x00b0;20&#x2019;N 37&#x00b0;43&#x2019;E/10.330&#x00b0;N 37.717&#x00b0;E, elevation of 2,446 meters above sea level. It is 300 km away from Addis Abeba, capital city of Ethiopia and 265 km from Bahir Dar regional state of Amhara. In Debre Markos, there are 107,684 residents, comprising 49,893 men and 57,791 women (
                    <xref ref-type="bibr" rid="ref14">Aynalem 
                        <italic toggle="yes">et al</italic>., 2014</xref>). The average annual rainfall is 380 mm, while the lowest and maximum temperatures are 150&#x00b0;C and 220&#x00b0;C, respectively.</p>
            </sec>
            <sec id="sec8">
                <title>2.2 Yeast strain used in experiments</title>
                <p>Test of strain 
                    <italic toggle="yes">Saccharomyces cerevisiae</italic> isolate MUTJ0F (OR209280.1) with accession numbers from the National Center for Biotechnology Information was acquired from previously isolated traditional fermented alcoholic beverage (Tej) in Ethiopia. These strains of 
                    <italic toggle="yes">Saccharomyces cerevisiae</italic> isolate MUTJ0F (OR209280.1) were obtained in our stock cultures from the previous study (
                    <xref ref-type="bibr" rid="ref23">Fentahun and Andualem, 2024</xref>).</p>
            </sec>
            <sec id="sec9">
                <title>2.3 Substrate collection and preparation</title>
                <p>The study was aimed at evaluating the effect of ruminant fluids and 
                    <italic toggle="yes">Saccharomyces cerevisiae</italic> isolate MUTJ0F (OR209280.1) on biogas generation from various mixed organic wastes under co-digestion with cattle manure. Various wastes from fruits and vegetables were gathered from the town fruit houses, leftovers food from Debre Markos University student cafeteria, fresh cattle manure (CM) from Monkorer Agroindustry Enterprise and rumen fluids (RL) from nearby slaughterhouse was taken and used as activator for biogas production.</p>
                <p>Waste from fruits and vegetables was gathered from Debre Markos town&#x2019;s juice shops. Unwanted which are non-digestible materials was carefully separated from the substrate. Food scraps from leftovers were gathered from cafeteria of students found in the Main Campus of Debre Markos University daily for a week. Indigestible wastes, such bones, were carefully removed from the substrate from the gathered meal. The mixture of substrates includes peels of bread, injera, spaghetti, papaya, mango, banana, and avocado were used in this research work. To improve and maintain anaerobic digestions process, the organic wastes were manually chopped to a size of 1-4 mm (
                    <xref ref-type="bibr" rid="ref39">Leta 
                        <italic toggle="yes">et al</italic>., 2015</xref>). The CM were separated and allowed to dry for two days in direct sunlight on a plastic tray then it was shredded to an average particle size of 2 mm and kept in a refrigerator at 4&#x00b0;C (
                    <xref ref-type="bibr" rid="ref55">Tamrat 
                        <italic toggle="yes">et al</italic>., 2013</xref>). After measuring the samples of total solids (TS), the de-sized cattle manure and food waste were mixed separately with distilled water in 1:5 (solid waste: distilled water) volume ratio, in order to maintain the total solid in the digester between 8 to 15%, which is the optimum value for wet anaerobic digestion (
                    <xref ref-type="bibr" rid="ref35">Ituen 
                        <italic toggle="yes">et al</italic>., 2007</xref>).</p>
            </sec>
            <sec id="sec10">
                <title>2.4 Preparation of inoculums</title>
                <p>After filtering the rumen fluids, the filtrate was stored in a refrigerator until used. Then, different amount of the filtrate was added into each digester to start up the reaction (
                    <xref ref-type="bibr" rid="ref13">Aurora, 1983</xref>; 
                    <xref ref-type="bibr" rid="ref28">Genet 
                        <italic toggle="yes">et al</italic>., 2018</xref>). The 
                    <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F inoculum was prepared in Yeast Extract Peptone Dextrose Broth (YEPD Broth) (Sigma-Aldrich (Oxoid Limited, USA) medium containing (g/l): yeast extract 10, peptone 20, and dextrose 20. The media was sterilized at 121&#x00b0;C for 15 min in an autoclave. A loop full of a chosen 48 hrs old culture was inoculated into a 250 ml flask with 100 ml of the medium, and it was then shaken at room temperature at 25&#x00b0;C on a rotary shaker (SHKA4450-1CE) (121rpm) for 72 hrs. The inoculums were specific to each digester.</p>
            </sec>
            <sec id="sec11">
                <title>2.5 Analysis of the physic-chemical properties of the substrate</title>
                <p>Total solids (TS), volatile solids (VS), moisture content, organic carbon, and pH were measured in each sample of biodegradable cattle manure, cafeteria leftovers, and fruit and vegetable wastes using the standard methods (
                    <xref ref-type="bibr" rid="ref9">APHA, 1999</xref>).</p>
                <p>

                    <bold>2.5.1 Total solids (TS)</bold>
                </p>
                <p>An evaporating dish (crucible) was cleaned and dried for one hour at 105&#x00b0;C, cooled in desiccators and weighed immediately before use 5 gram of cattle manure, fruit and vegetable waste. Five gram of sample was weighed separately applying for an standard analytical balance (LX200ABL) and placed on a pre-dried and weighed evaporating dish. Then the dish (crucible) was placed inside an oven (Contherm 260M) maintained at 105&#x00b0;C. The dish (crucible) was allowed to stay in the oven (Contherm 260M) for 24 hrs and then removed and allowed to cool in desiccators and weighed.</p>
                <p>Using the formula stated in 
                    <xref ref-type="bibr" rid="ref9">APHA (1999)</xref>, the percentage of the TS was determined as follows.

                    <disp-formula id="e1">

                        <mml:math display="block">
                            <mml:mo>%</mml:mo>
                            <mml:mi>TS</mml:mi>
                            <mml:mo>=</mml:mo>
                            <mml:mfrac>
                                <mml:mi>mDS</mml:mi>
                                <mml:mi>mFS</mml:mi>
                            </mml:mfrac>
                            <mml:mspace width="0.25em"/>
                            <mml:mo>&#x00d7;</mml:mo>
                            <mml:mspace width="0.25em"/>
                            <mml:mn>100</mml:mn>
                        </mml:math>
</disp-formula>
                </p>
                <p>Where,</p>
                <p>% TS = percentage of total solid</p>
                <p>mDS = mass of dry sample</p>
                <p>mFS = mass of fresh sample.</p>
                <p>

                    <bold>2.5.2 Volatile solids (VS)</bold>
                </p>
                <p>The total solid was ignited at 550&#x00b0;C in a muffle furnace (BiBBY, Stuart) for 3 hrs to determine the volatile and fixed solids of the sample. Then volatile solid content in the sample was determined using the formula: 
                    <xref ref-type="bibr" rid="ref9">APHA (1999)</xref>.
                    <disp-formula id="e2">

                        <mml:math display="block">
                            <mml:mo>%</mml:mo>
                            <mml:mi>VS</mml:mi>
                            <mml:mo>=</mml:mo>
                            <mml:mfrac>
                                <mml:mrow>
                                    <mml:mi>mDS</mml:mi>
                                    <mml:mo>&#x2212;</mml:mo>
                                    <mml:mi mathvariant="normal">m</mml:mi>
                                    <mml:mrow>
                                        <mml:mo stretchy="true">(</mml:mo>
                                        <mml:mi>ash</mml:mi>
                                        <mml:mo stretchy="true">)</mml:mo>
                                    </mml:mrow>
                                </mml:mrow>
                                <mml:mi>mDS</mml:mi>
                            </mml:mfrac>
                            <mml:mspace width="0.25em"/>
                            <mml:mo>&#x00d7;</mml:mo>
                            <mml:mn>100</mml:mn>
                        </mml:math>
</disp-formula>
                </p>
                <p>Where, mDS= mass of dry samples whereas m(ash) = mass of ash</p>
                <p>

                    <bold>2.5.3 Organic carbon (C)</bold>
                </p>
                <p>According to 
                    <xref ref-type="bibr" rid="ref32">Haug (1993)</xref>, using data from volatile solids and an empirical equation, the organic carbon was calculated, and the organic carbon content of the sample was calculated by taking into account the volatile solids content, which was expressed as a percentage:
                    <disp-formula id="e3">

                        <mml:math display="block">
                            <mml:mo>%</mml:mo>
                            <mml:mtext>carbon</mml:mtext>
                            <mml:mo>=</mml:mo>
                            <mml:mfrac>
                                <mml:mrow>
                                    <mml:mo>%</mml:mo>
                                    <mml:mi>VS</mml:mi>
                                </mml:mrow>
                                <mml:mn>1.8</mml:mn>
                            </mml:mfrac>
                        </mml:math>
</disp-formula>
                </p>
                <p>

                    <bold>2.5.4 Moisture content determination</bold>
                </p>
                <p>Oven-dying method was used to figure out the amount of moisture as the percentage of wet (initial) weight of the material lost through heating. To achieve this, 10 g of sample was dried in an oven (Contherm 260M) at 105&#x00b0;C for 24 hrs and weighed. Moisture content was then calculated using the formula (
                    <xref ref-type="bibr" rid="ref19">Elias 
                        <italic toggle="yes">et al</italic>., 2010</xref>):
                    <disp-formula id="e4">

                        <mml:math display="block">
                            <mml:mo>%</mml:mo>
                            <mml:mi>MC</mml:mi>
                            <mml:mo>=</mml:mo>
                            <mml:mfrac>
                                <mml:mrow>
                                    <mml:mi mathvariant="normal">W</mml:mi>
                                    <mml:mo>&#x2212;</mml:mo>
                                    <mml:mi mathvariant="normal">D</mml:mi>
                                </mml:mrow>
                                <mml:mi mathvariant="normal">W</mml:mi>
                            </mml:mfrac>
                            <mml:mspace width="0.25em"/>
                            <mml:mo>&#x00d7;</mml:mo>
                            <mml:mspace width="0.25em"/>
                            <mml:mn>100</mml:mn>
                        </mml:math>
</disp-formula>where W is the sample&#x2019;s initial weight (g), D is the sample&#x2019;s weight during a 24 hrs drying period at 105&#x00b0;C, and M is the moisture content.</p>
                <p>

                    <bold>2.5.5 pH determination</bold>
                </p>
                <p>A digital pH meter was applied for measurement the pH value (Hanna ECI pH meter, Hanna scientific, USA). The pH meter was calibrated using pH 4.0 and 7.0 buffers prior to measuring the samples of pH, resulting in a measurement that was within the proper pH range (
                    <xref ref-type="bibr" rid="ref11">Arogo 

                        <italic toggle="yes">et al.,
</italic> 2009</xref>).</p>
            </sec>
            <sec id="sec12">
                <title>2.6 Experimental set up</title>
                <p>This study was consisted of anaerobic digestion of substrate in 12 treatments. The 12 treatment types used for anaerobic co-digestion digestion was cattle manure (CM), fruit and vegetable wastes (FVW) and leftover foods (LF) in mixtures. The first factor was dosage of rumen liquid i.e. 0 ml/100 gram, 25 ml/100 gram, 50 ml/100 gram, 75 ml/100 gram, and 100 ml/100 gram, while the second factor was dosage of 
                    <italic toggle="yes">S.</italic> 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F i.e. 5 ml/100 gram, and 10 ml/100 gram of the mixed organic waste. Three replicates were used for the treatments. The study was conducted at the room temperature (30&#x00b0;C). Each digester water content was calculated in accordance with the suggestion of (
                    <xref ref-type="bibr" rid="ref35">Ituen 
                        <italic toggle="yes">et al.</italic>, 2007</xref>). Feed stocks was mixed with distilled water to get about 8% of TS suspension. The following formula was then used to determine how much water needed to be added:
                    <disp-formula id="e5">

                        <mml:math display="block">
                            <mml:mn>8</mml:mn>
                            <mml:mo>%</mml:mo>
                            <mml:mo>=</mml:mo>
                            <mml:mfrac>
                                <mml:mtext>mFTS</mml:mtext>
                                <mml:mrow>
                                    <mml:mi mathvariant="normal">A</mml:mi>
                                    <mml:mo>+</mml:mo>
                                    <mml:mi mathvariant="normal">B</mml:mi>
                                </mml:mrow>
                            </mml:mfrac>
                        </mml:math>
</disp-formula>where A is the mass of the freshly added sample, B is the amount of water and inoculums to be added in order to achieve an 8% TS suspension in the digester, and mFTS is the mass of the fixed total solid.</p>
            </sec>
            <sec id="sec13">
                <title>2.7 Construction of the anaerobic digesters for batch system</title>
                <p>Anaerobic digesters (plastic bottle) were constructed for bench-scale experiments with which biogas was produced out of the degradation of substrates in 0.6 L digester. The three plastic bottles were set up so that the substrate was in the first bottle, the acidified brine solution was in the center, and the last bottle was collecting the brine solution that was expelled from the second container. All the three containers were interconnected with a plastic tube having a diameter of 1 cm. The lids of all digester were sealed tightly using super glue in order to control the entry of oxygen and loss of biogas.</p>
            </sec>
            <sec id="sec14">
                <title>2.8 Biogas measurements</title>
                <p>An acidified brine solution was produced by adding NaCl to water until a solution that was supersaturated formed. The brine solution was then acidified by adding two to three drops of sulfuric acid by the method of (
                    <xref ref-type="bibr" rid="ref20">Elijah 
                        <italic toggle="yes">et al</italic>., 2009</xref>). Finally, this formed solution was contained in the second chamber. The biogas was moved to the second chamber while it was being produced in the fermentation chamber. A pressure buildup served as the catalyst for the solution displacement because the biogas is insoluble in it. The amount of gas collected was equal to the amount of water that was pushed from the cylinder. By looking at the cylinder&#x2019;s graduation, the displacement of water was measured. According to 
                    <xref ref-type="bibr" rid="ref15">Budiyono 
                        <italic toggle="yes">et al</italic>. (2010)</xref>, the &#x201c;liquid displacement method&#x201d; was used to measure the amount of biogas produced.</p>
            </sec>
            <sec id="sec15">
                <title>2.9 Burning test</title>
                <p>The measurement cylinder was filled with gas after collecting. The lit match sticks were positioned close to the cylinder mouth. The gas formed in the digester that contains methane was burnable. If no flame forms the gas produced in the digester was non-burnable.</p>
            </sec>
            <sec id="sec16">
                <title>2.10 Data analysis</title>
                <p>Version 23.0 of SPSS (IBM SPSSInc., Chicago, IL, SPSS (RRID:SCR_002865), 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ibm.com/support/pages/downloading-ibm-spss-statistics-23">https://www.ibm.com/support/pages/downloading-ibm-spss-statistics-23</ext-link>) was used to analyze the data. The mean and standard deviations of the triplicates analysis were calculated using analysis of variance (ANOVA).</p>
            </sec>
        </sec>
        <sec id="sec17" sec-type="results|discussion">
            <title>3. Results and Discussion</title>
            <sec id="sec18">
                <title>3.1 Analysis of the physic-chemical properties and composition of the mixed wastes</title>
                <p>The physical-chemical properties of different mixed wastes, including their moisture contents, pH, organic carbon, total solids, and volatile solids, are shown in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>. Pre-digestion of three mixed wastes, including cattle manure, cafeteria leftovers, and vegetable and fruit wastes were varied in the amount of the composition, which was due to the variability in the composition of the samples of the different substrates. Each digester mixed wastes had between 6.8 and 7.6 in pH. High moisture content percentage of mixed wastes were ranged from 62.5 to 77.6, which makes anaerobic digestion facilitates (
                    <xref ref-type="bibr" rid="ref26">Fern&#x00e1;ndez 
                        <italic toggle="yes">et al</italic>., 2008</xref>). The mixed wastes physicochemical characteristics were showed a low percentage of volatile solids relative to total solids. The VS of cafeteria leftover food waste was greater (30.8%) than that of cattle manure and fruit and vegetable wastes, suggesting a comparatively higher energy content that is advantageous for biogas production. The VS/TS ratios for cafeteria leftover food waste and cattle manure were 78.3% and 91.2%, respectively. For effective biogas generation, the amount of biodegradable organic matter should be between 70 and 95 percent of the dry matter content (
                    <xref ref-type="bibr" rid="ref53">Steffen 
                        <italic toggle="yes">et al</italic>., 1998</xref>; 
                    <xref ref-type="bibr" rid="ref16">Buffiere 
                        <italic toggle="yes">et al</italic>., 2006</xref>).</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Physico chemical properties of mixed wastes (mean &#x00b1; SD).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">No</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Component</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Percent by weight (% w/w)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Total solid 
(TS)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Volatile solids 
(VS)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Organic carbon 
(C)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Moisture content 
(MC)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">pH</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
VS/TS (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>1</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cafeteria leftover food</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.5 &#x00b1; 0.15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">39.4 &#x00b1; 0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">30.8 &#x00b1; 0.12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">41.6 &#x00b1; 0.23</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">62.5 &#x00b1; 0.21</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.6 &#x00b1; 0.21</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">78.3 &#x00b1; 0.36</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>2</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fruit waste and Vegetable</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17.3 &#x00b1; 0.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">31.5 &#x00b1; 0.3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.2 &#x00b1; 0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">34.4 &#x00b1; 0.15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">66.3 &#x00b1; 0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.8 &#x00b1; 0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">80.2 &#x00b1; 0.87</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>3</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cattle manure waste</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">47.8 &#x00b1; 0.12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">21.3 &#x00b1; 0.15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19.4 &#x00b1; 0.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.3 &#x00b1; 0.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">77.6 &#x00b1; 0.12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.8 &#x00b1; 0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">91.2 &#x00b1; 1</td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">Total</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>All of the substrates were considered acceptable for anaerobic digestion because all the mixed wastes had the highest ratio of VS to TS in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>. Cattle dung is used to speed up the production of biogas by promoting bacterial growth in the digester. Co-digestion has a positive synergistic effect by neutralising pH, increasing buffering capacity, reducing the effects of harmful compounds, and supplying more balanced nutrients like vitamins, trace metals, and other substances required for microbial growth (
                    <xref ref-type="bibr" rid="ref21">Fang, 2010</xref>; 
                    <xref ref-type="bibr" rid="ref10">Aragaw 

                        <italic toggle="yes">et al.,
</italic> 2013</xref>; 
                    <xref ref-type="bibr" rid="ref37">Jianzheng 
                        <italic toggle="yes">et al</italic>., 2011</xref>).</p>
            </sec>
            <sec id="sec19">
                <title>3.2 The effect of rumen liquid and 
                    <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F on biogas production</title>
                <p>The amount of biogas generated from biogas production using rumen fluids and 
                    <italic toggle="yes">S.</italic> 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F as a fermentation activator is presented in 
                    <xref ref-type="table" rid="T2">
Table 2</xref>. The production of biogas at the mesophilic temperature (30&#x00b0;C) using rumen fluid and the 
                    <italic toggle="yes">S.</italic> 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F was more intense than that without inoculums. Rumen fluid and 
                    <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F inoculums increased production biogas more than by four times in compare to a mixed substrate without inoculums. This implies that the high anaerobic bacterial concentration in rumen fluid efficiently breaks down organic substrate from a mixed waste. The findings are consistent with the work of other researchers (
                    <xref ref-type="bibr" rid="ref56">Tamirat, 2012</xref>; 
                    <xref ref-type="bibr" rid="ref49">Sakar et al., 2008</xref>; 
                    <xref ref-type="bibr" rid="ref59">Yitayal, 2011</xref>; 
                    <xref ref-type="bibr" rid="ref27">Forster-Carneiro 
                        <italic toggle="yes">et al</italic>., 2008</xref>; 
                    <xref ref-type="bibr" rid="ref4">Abdullahi 
                        <italic toggle="yes">et al</italic>., 2011</xref>).</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>The effect biogas production on 12 treatments used in anaerobic digestion of mixed wastes combinations with rumen fluid and 
                            <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F doses (ml).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Treatments</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Mixed Wastes 
(MW) 100 g</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Rumen fluid</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Methane (mean &#x00b1; SD)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>1</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1600 &#x00b1; 0.49 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>2</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1600 &#x00b1; 0.62 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>3</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2100.7 &#x00b1; 0.67 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>4</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2300.3 &#x00b1; 0.17 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T5</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>5</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">50 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3400.4 &#x00b1; 0.49 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>6</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">50 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3800.6 &#x00b1; 0.56 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>7</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">75 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6000.4 &#x00b1; 0.17 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T8</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>8</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">75 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6500.5 &#x00b1; 0.25 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T9</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>9</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6800.4 &#x00b1; 0.12 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>10</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6900.3 &#x00b1; 0.26 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T11</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>11</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">150 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6300.57 &#x00b1; 0.47 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>12</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">150 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6350.13 &#x00b1; 0.06 ml</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">T control</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MW
                                    <sub>0</sub>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0 ml RF</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0 ml</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1500.2 &#x00b1; 0.1 ml</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>T, Treatments: MW, Mixed Waste: RF, Rumen fluid.</p>
                    </table-wrap-foot>
                </table-wrap>
                <p>According to the results, the maximum amount of biogas (6900.3 ml) was produced by combining 100 ml of rumen fluids with 10 ml of 
                    <italic toggle="yes">S.</italic> 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F/100 gram mixed waste, followed by 100 ml of rumen fluids and 5 ml of 
                    <italic toggle="yes">S.</italic>
 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F/100 gram mixed waste. As the digester rumen content varies, the results also showed that the amount of biogas generated increases when the dose of 
                    <italic toggle="yes">S.</italic> 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F is increased from 5 ml to 10 ml. The addition of the 
                    <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F culture to the digester enhanced the number of ruminal bacteria and their activity while also improving the digestibility of dry matter, crude protein, and hemicelluloses (
                    <xref ref-type="bibr" rid="ref43">Lynd 
                        <italic toggle="yes">et al</italic>., 2002</xref>; 
                    <xref ref-type="bibr" rid="ref57">Wiedmeier 
                        <italic toggle="yes">et al</italic>., 1987</xref>; 
                    <xref ref-type="bibr" rid="ref58">Wilson, 2011</xref>). According to the findings, 100 ml of rumen fluid mixed with 10 ml of 
                    <italic toggle="yes">S.</italic> 
                    <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F was the optimum quantity to provide the best performance of biogas production.</p>
            </sec>
            <sec id="sec20">
                <title>3.3 pH variations in digestor T10 during fermentation</title>
                <p>The pH value was checked every 10 days to examine the effect of change during digestion on bacterial activity (
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>). The pH value drops rapidly, reached 4.3 on day forty. After that, the pH value then increased to 6.4 over the period of the following sixty days. This low pH value was permitted very little methanogenic bacterial activity and the acid-formers might yet be able to proliferate and generate large amounts of volatile acids, which lowers the pH of the digester&#x2019;s contents (
                    <xref ref-type="bibr" rid="ref38">Joyce 
                        <italic toggle="yes">et al</italic>., 2018</xref>; 
                    <xref ref-type="bibr" rid="ref40">Li 
                        <italic toggle="yes">et al</italic>., 2018</xref>; 
                    <xref ref-type="bibr" rid="ref52">Stabnikova 
                        <italic toggle="yes">et al.</italic>, 2005</xref>; 
                    <xref ref-type="bibr" rid="ref41">Lin 
                        <italic toggle="yes">et al.</italic>, 2011</xref>). On the other hand, the pH starts to rise on day forty of fermentation. This could be because proteins break down to release ammonia, which causes alkalinity (
                    <xref ref-type="bibr" rid="ref29">Gerardi, 2003</xref>). This also brings the pH closer to neutral, which makes it easier for methanogenic microbes to multiply and produce methane. Methanogenic bacteria the optimum pH values between 6.8 and 7.2 (
                    <xref ref-type="bibr" rid="ref8">Anunputtikul and Rodtong, 2004</xref>; 
                    <xref ref-type="bibr" rid="ref15">Budiyono 
                        <italic toggle="yes">et al.</italic>, 2010</xref>).</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>T10 pH variation during the digestion process.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/177603/6feed11e-9179-416d-81e6-c82eaf3c5dc1_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec21">
                <title>3.4 Combustibility of biogas</title>
                <p>A Bunsen burner attached to the digester gas outlet was utilized to evaluate the biogas combustibility after the 60
                    <sup>th</sup> day of the digestion period in a 0.6 L digester. The flammable gas was observed at the burner&#x2019;s mouth confirming presence of methane in the biogas (
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>).</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Performance of biogas production after 60 days observation.</title>
                        <p>A. Mix of wastes which was subjected to digesters; B. 0.6 L plastic bottle digesters; and C
                            <bold>.</bold> Combustibility of Biogas.</p>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/177603/6feed11e-9179-416d-81e6-c82eaf3c5dc1_figure2.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec22" sec-type="conclusion">
            <title>4. Conclusion</title>
            <p>

                <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F and Rumen fluid seeded to a biodigester significantly impacted the total amount of biogas produced. Rumen fluid and 
                <italic toggle="yes">S.</italic> 
                <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F inoculums enhanced production of biogas by more than four times in comparison to a mixed substrate without inoculums. The optimal results for biogas production were achieved with a 100 ml rumen fluid. A mixture of 100 ml of rumen fluids and 10 ml of 
                <italic toggle="yes">S.</italic> 
                <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F/100 grams of mixed waste produced the highest volume of biogas (6900.3 ml). Biodegradation, microbial strength, and biogas generation can all be enhanced by using animal rumen fluid and the 
                <italic toggle="yes">S.</italic> 
                <italic toggle="yes">cerevisiae</italic> isolate MUTJ0F as inoculums in biogas digesters.</p>
        </sec>
        <sec id="sec23">
            <title>Author contribution statement</title>
            <p>Conceptualization, M.F. and B.K; Methodology, B.K.; Data analysis, M.F.; Investigation, M.F. and B.K.; Resources, M.F. and B.K.; Writing &#x2013; original draft, M.F.; Writing &#x2013; review and editing, M.F. and B.K.; Visualization, M.F.; Funding acquisition, M.F. All authors have read and agreed to the published the manuscript.</p>
        </sec>
        <sec id="sec24">
            <title>Consent for publication</title>
            <p>Not applicable.</p>
        </sec>
        <sec id="sec25">
            <title>Ethical approval</title>
            <p>Not applicable.</p>
        </sec>
    </body>
    <back>
        <sec id="sec28" sec-type="data-availability">
            <title>Data availability statement</title>
            <sec id="sec29">
                <title>Underlying data</title>
                <p>Figshare: The effect biogas production on 12 treatments used in anaerobic digestion of mixed wastes combinations with rumen fluid and 
                    <italic toggle="yes">S. cerevisiae</italic> isolate MUTJ0F doses (ml) of data analysis. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28284806">https://doi.org/10.6084/m9.figshare.28284806</ext-link> (
                    <xref ref-type="bibr" rid="ref24">Fentahun and Kashay, 2025a</xref>).</p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>-</label>
                            <p>Raw data. Physico chemical properties of mixed wastes of data analysis.</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
        <ack>
            <title>Acknowledgments</title>
            <p>We want to express our gratitude to Debre Markos University for financial support.</p>
        </ack>
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    </back>
    <sub-article article-type="reviewer-report" id="report401840">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.177603.r401840</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Emmanuel</surname>
                        <given-names>Jovine Kamuhabwa</given-names>
                    </name>
                    <xref ref-type="aff" rid="r401840a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2580-1539</uri>
                </contrib>
                <aff id="r401840a1">
                    <label>1</label>Chemistry, University of Dar es Salaam, Dar es Salaam, Dar es Salaam, Tanzania</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>19</day>
                <month>8</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Emmanuel JK</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport401840" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.161561.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Title</bold>
                        </p>
                    </list-item>
                </list> The title captures the content of the current work. 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Abstract </bold>
                        </p>
                    </list-item>
                </list> The abstract has no information on the study, methodology used and key findings and recommendation based on findings. Authors must re-write this to reflect the current work. Other comments are found in the main document. 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Introduction </bold>
                        </p>
                    </list-item>
                </list> The section has not been written properly and not easy to follow and understand. Authors must write this in a scholarly manner to reflect an article for publication. &#x00a0;The novelty is not well feature thus, authors must reveal the novelty of the work. Other comments are found in the main document. 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Materials and methods </bold>
                        </p>
                    </list-item>
                </list> Proper details and step after step must be provided for readers to follow. Authors need to take time and re-do it properly. Other comments are found in the main document. 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Results and discussion</bold>
                        </p>
                    </list-item>
                </list> Results are not well organized and discussed with previous work. Authors need to re-think on how they can organize these data for publication. Other comments are found in the main document. 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Conclusions and recommendations </bold>
                        </p>
                    </list-item>
                </list> This section is not well written thus, must be re-written for clarity. Only key findings and recommendation must be presented and not otherwise. Other comments are found in the main document. 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>General comment </bold>
                        </p>
                    </list-item>
                </list> The manuscript must benefit from a serious English Language editing before being indexed.</p>
            <p> The manuscript must be enriched with up-to-date citations which are available in the literature. Other comments are found in the main document.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>No</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Not applicable</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Partly</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Catalysis, materials science and bioenergy</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment15056-401840">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Fentahun</surname>
                            <given-names>Mulugeta</given-names>
                        </name>
                        <aff>Department of Biology, Debre Markos University, Debre Markos, Amhara, Ethiopia</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>11</day>
                    <month>12</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>
                    <bold>Mulugeta Fentahun </bold>
                </p>
                <p> Dr. Jovine Kamuhabwa Emmanuel thank you very much for your insightful comments and the time you dedicated to review.</p>
                <p> We greatly appreciate your feedback and suggestions. We provide a detailed response to each&#x00a0;comment, along with the corresponding changes made in the revised manuscript below: 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Title:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>: The title captures the content of the current work.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response</bold>: Thank you for your positive feedback.</p>
                        </list-item>
                    </list> 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Abstract Revision:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>: 
                                <italic>The abstract has no information on the study, methodology used, and key findings and recommendations based on the findings. Authors must re-write this to reflect the current work. </italic>
                            </p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response</bold>: Thank you for your insightful comment. We have thoroughly revised the abstract part in response to your suggestions (see the revised manuscript).</p>
                        </list-item>
                    </list> 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Introduction Revision:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>: 
                                <italic>The section has not been written properly and is not easy to follow and understand. Authors must write this in a scholarly manner to reflect an article for publication. The novelty is not well featured; thus, authors must reveal the novelty of the work. </italic>
                            </p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response</bold>: We sincerely thank the reviewer for your constructive feedback. We have thoroughly revised the introduction section to improve clarity, coherence, and scholarly manner. Additionally, we have clearly highlighted the novelty of the study by emphasizing its unique contributions in the revised manuscript (refer to the revised manuscript).</p>
                        </list-item>
                    </list> 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Methodology Revision:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>: 
                                <bold>Proper details and step after step must be provided for readers to follow. Authors need to take time and re-do it properly.</bold>
                            </p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response: </bold>Thank you for this valuable observation. We have substantially revised the materials and methods section to improve clarity, completeness, and reproducibility. The updated version now provides detailed, step-by-step procedures for the experimental work, enabling readers to follow the methodology accurately and enhancing the scientific rigor of the manuscript (see the revised manuscript).</p>
                        </list-item>
                    </list> 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Results and Discussion Revision:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>:
                                <bold> </bold>
                                <bold>Results are not well organized and discussed with previous work. Authors need to re-think on how they can organize these data for publication.</bold>
                            </p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response: </bold>We sincerely thank the reviewer for your constructive feedback. We have carefully revised the results and discussion section to enhance clarity and coherence. The revised version enriched with up-to-date citations (recent literature) and emphasizes the key findings. Please refer to the updated section in the revised manuscript.</p>
                        </list-item>
                    </list> 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Conclusions and recommendations Revision:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>:
                                <bold> </bold>
                                <bold>This section is not well written thus, must be re-written for clarity. Only key findings and recommendation must be presented and not otherwise</bold>.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response: </bold>Thank you for your insightful comment. We have revised the conclusions section to clearly highlight the study&#x2019;s key findings and recommendation. Please see the updated section in the revised manuscript.</p>
                        </list-item>
                    </list> 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>General comment:</bold>
                            </p>
                        </list-item>
                    </list> 
                    <list list-type="bullet">
                        <list-item>
                            <p>
                                <bold>Comment</bold>:
                                <bold> </bold>The manuscript must benefit from a serious English Language editing before being indexed.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response: </bold>We sincerely thank the reviewer for the valuable suggestion regarding the language quality of our manuscript. We have thoroughly revised the manuscript to improve English clarity, grammar, and readability.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Comment</bold>:
                                <bold> </bold>The manuscript must be enriched with up-to-date citations which are available in the literature.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Response: </bold>Thank you for your comments. We have updated the manuscript by incorporating recent literature, as suggested (see the revised manuscript).</p>
                        </list-item>
                    </list> Thank you once again for your valuable feedback. Your comments have significantly contributed to improving the quality of this paper.</p>
                <p> Best regards,</p>
                <p> Authors</p>
            </body>
        </sub-article>
    </sub-article>
</article>
