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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1349357</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>
<italic>Bacillus</italic>-based biocontrol beyond chemical control in central Africa: the challenge of turning myth into reality</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Nihorimbere</surname>
<given-names>Gaspard</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2610983"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Korangi Alleluya</surname>
<given-names>Virginie</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1016716"/>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Nimbeshaho</surname>
<given-names>Fran&#xe7;ois</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2597315"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nihorimbere</surname>
<given-names>Venant</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Legr&#xe8;ve</surname>
<given-names>Anne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/503928"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ongena</surname>
<given-names>Marc</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/177147"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Phytopathology- Applied Microbiology, Earth, and Life Institute, UCLouvain</institution>, <addr-line>Louvain-la-neuve</addr-line>, <country>Belgium</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Unit&#xe9; de d&#xe9;fense des v&#xe9;g&#xe9;taux, Institut des Sciences Agronomiques du Burundi</institution>, <addr-line>Bujumbura</addr-line>, <country>Burundi</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Microbial Processes and Interactions, TERRA Teaching and Research Center, Gembloux Agro-Bio Tech, University of Li&#xe8;ge</institution>, <addr-line>Gembloux</addr-line>, <country>Belgium</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Chemical and Agricultural Industries, Faculty of Agricultural Sciences, University of Kinshasa</institution>, <addr-line>Kinshasa</addr-line>, <country>Democratic Republic of Congo</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Laboratoire de Nutrition-Phytochimie, d&#x2019;Ecologie et d&#x2019;Environnement Appliqu&#xe9;e, Centre Universitaire de Recherche et de P&#xe9;dagogie Appliqu&#xe9;es aux Sciences, Institut de P&#xe9;dagogie Appliqu&#xe9;e, Universit&#xe9; du Burundi</institution>, <addr-line>Bujumbura</addr-line>, <country>Burundi</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>D&#xe9;partement des Sciences et Technologie des Aliments, Facult&#xe9; de Bio-Ing&#xe9;nierie, Universit&#xe9; du Burundi</institution>, <addr-line>Bujumbura</addr-line>, <country>Burundi</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Choong-Min Ryu, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Republic of Korea</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Amelia Cristina Montoya Martinez, Instituto Tecnol&#xf3;gico de Sonora (ITSON), Mexico</p>
<p>Brent L. Nielsen, Brigham Young University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Gaspard Nihorimbere, <email xlink:href="mailto:nihorimbereg@yahoo.fr">nihorimbereg@yahoo.fr</email>; Virginie Korangi Alleluya, <email xlink:href="mailto:virginiekorangi@gmail.com">virginiekorangi@gmail.com</email>; Fran&#xe7;ois Nimbeshaho, <email xlink:href="mailto:francois.nimbeshaho@gmail.com">francois.nimbeshaho@gmail.com</email>; Venant Nihorimbere, <email xlink:href="mailto:venant.nihorimbere@gmail.com">venant.nihorimbere@gmail.com</email>; Anne Legr&#xe8;ve, <email xlink:href="mailto:anne.legreve@uclouvain.be">anne.legreve@uclouvain.be</email>; Marc Ongena, <email xlink:href="mailto:marc.ongena@uliege.be">marc.ongena@uliege.be</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1349357</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Nihorimbere, Korangi Alleluya, Nimbeshaho, Nihorimbere, Legr&#xe8;ve and Ongena</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Nihorimbere, Korangi Alleluya, Nimbeshaho, Nihorimbere, Legr&#xe8;ve and Ongena</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>Agricultural productivity in the Great Lakes Countries of Central Africa, including Burundi, Rwanda, and the Democratic Republic of Congo, is affected by a wide range of diseases and pests which are mainly controlled by chemical pesticides. However, more than 30% of the pesticides used in the region are banned in European Union due to their high toxicity. Globally available safe and eco-friendly biological alternatives to chemicals are virtually non-existent in the region. <italic>Bacillus</italic> PGPR-based biocontrol products are the most dominant in the market and have proven their efficacy in controlling major plant diseases reported in the region. With this review, we present the current situation of disease and pest management and urge the need to utilize <italic>Bacillus</italic>-based control as a possible sustainable alternative to chemical pesticides. A repertoire of strains from the <italic>Bacillus subtilis</italic> group that have shown great potential to antagonize local pathogens is provided, and efforts to promote their use, as well as the search for indigenous and more adapted <italic>Bacillus</italic> strains to local agro-ecological conditions, should be undertaken to make sustainable agriculture a reality in the region.</p>
</abstract>
<kwd-group>
<kwd>Burundi</kwd>
<kwd>Rwanda</kwd>
<kwd>DRC</kwd>
<kwd>diseases and pests</kwd>
<kwd>pesticide</kwd>
<kwd>IPM</kwd>
<kwd>
<italic>Bacillus</italic> spp.</kwd>
<kwd>biocontrol</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="218"/>
<page-count count="20"/>
<word-count count="7621"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Symbiotic Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The importance of agriculture for the development of societies has been demonstrated for several centuries and it employs about 43% of the world&#x2019;s working population (<xref ref-type="bibr" rid="B177">Roser, 2023</xref>). In the Great Lakes Countries of Central Africa (GLCCA), referred to in this report as Burundi, Rwanda, and the Democratic Republic of Congo (DRC), agriculture is the main activity employing more than 94%, 46% and 60% of the working population, while contributing to 40%, 30% and 36% of gross domestic product (GDP) in Burundi, Rwanda, and DRC respectively (<xref ref-type="bibr" rid="B160">PND, 2018</xref>; <xref ref-type="bibr" rid="B103">Lokuruka, 2020</xref>; <xref ref-type="bibr" rid="B59">FAAPA, 2021</xref>). However, this sector faces several constraints including low soil fertility and high incidence of diseases and pests leading to food insecurity (<xref ref-type="bibr" rid="B23">Bjornlund et&#xa0;al., 2020</xref>). For example, up to 52%, 43% and 38% of children under five in Burundi, DRC and Rwanda respectively are malnourished (<xref ref-type="bibr" rid="B103">Lokuruka, 2020</xref>; <xref ref-type="bibr" rid="B201">WFP, 2021</xref>; <xref ref-type="bibr" rid="B61">FAO, 2023</xref>). In the GLCCA, plant diseases and pests are generally controlled by chemical pesticides, especially those affecting cash crops such as coffee, cotton, tomatoes, potatoes, vegetables, and fruits (<xref ref-type="bibr" rid="B147">Niyongere et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B129">Muliele et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B152">Okonya et&#xa0;al., 2019a</xref>). However, some phytopathogens are inefficiently managed by traditional practices, such as the use of plant extracts, while others are not controlled (<xref ref-type="bibr" rid="B179">Rutikanga, 2015</xref>; <xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>; <xref ref-type="bibr" rid="B92">Korangi Alleluya et&#xa0;al., 2021</xref>).</p>
<p>Biocontrol products are the most promoted tools within the Integrated Pest Management (IPM) framework, as they are generally recognized as safe (GRAS) compared to chemical pesticides (<xref ref-type="bibr" rid="B169">Raveau et&#xa0;al., 2020</xref>). Biocontrol products include biochemicals (semiochemicals, plant extracts, plant growth regulators and organic acids), macroorganisms (insects, mites, and nematodes) and microorganisms (beneficial bacteria, fungi, protozoa, viruses, yeasts) and their derivatives (cyclic lipopeptides, enzymes, chitosan oligopolysaccharides, etc&#x2026;) (<xref ref-type="bibr" rid="B50">DunhamTrimmer, 2023</xref>). Among microorganisms, plant growth-promoting rhizobacteria (PGPR), including species of the <italic>Streptomyces</italic>, <italic>Paenibacillus</italic>, <italic>Pseudomonas</italic> and <italic>Bacillus</italic> genera, are the most commercially exploited for crop bioprotection, notably due to their efficient production of an arsenal of bioactive secondary metabolites (BSMs). These bacteria protect plants through direct antibiosis, competition with other pathogenic microbes for space and nutrients, and via their potential to induce plant systemic resistance (ISR) (<xref ref-type="bibr" rid="B18">Beneduzi et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B199">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B48">Dimki&#x107; et&#xa0;al., 2022</xref>). <italic>Bacillus</italic>-based products dominate the biocontrol market compared to their PGPR counterparts (<xref ref-type="bibr" rid="B50">DunhamTrimmer, 2023</xref>; <xref ref-type="bibr" rid="B80">Helepciuc and Todor, 2023</xref>) due to their ability to form resistant endospores, allowing stable formulations and ensuring long-term survival in the environment, especially in the current climate change context (<xref ref-type="bibr" rid="B165">Radhakrishnan et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B117">Miljakovi&#x107; et&#xa0;al., 2020</xref>). In this review, we provide a detailed topography of plant health and crop protection in the GLCCA, address constraints within the sector, and propose promising sustainable solutions. An overview of biological alternatives to chemical pesticides is discussed, with a focus on <italic>Bacillus</italic> PGPR for potential integration as biocontrol ingredients into local agricultural systems.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Diversity of phytopathogens and their control</title>
<p>We performed a comprehensive survey of the major diseases and causal agents affecting crop production in the GLCCA region by compiling data from published studies (articles and books) with those obtained from governmental and non-governmental agencies in the form of reports, newspapers, or online databases. Either in the field or in storage, agricultural crops are mainly affected by microbial pathogens consisting of fungi, oomycetes, bacteria, and viruses (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The most important fungal diseases encompass late blight of potato and tomato caused by <italic>Phytophthora infestans</italic>, angular leaf spot of bean caused by <italic>Pseudocercospora griseola</italic>, early blight of tomato caused by <italic>Alternaria solani</italic>, stem rot caused by <italic>Sclerotium rolfsii</italic>, late and early leaf spot caused by <italic>Nothopassalora personata</italic> and <italic>Cercospora arachidicola</italic> on peanut. These pathogens are most commonly controlled with the chemical mancozeb or its derivatives. Metalaxyl, benomyl, iprobenfos, and copper (II) chloride and metalaxyl are other important fungicides used in the region. One of the most common bacterial diseases prevailing in the region is <italic>Xanthomonas</italic> wilt of banana caused by <italic>X. campestris</italic> pv. <italic>musacearum</italic>, but unfortunately there is no effective pesticide available to control this pathogen (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Viral plant pathogens responsible for cassava mosaic disease, cassava brown streak disease, banana bunchy top disease and maize lethal necrosis, also cause serious threat to food security in the region but here again, no efficient chemical control is available.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Microbial pathogens affecting crop production in the GLCCA region and chemical pesticides used for their control.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Pathogens and pests</th>
<th valign="middle" align="center">Species</th>
<th valign="middle" align="center">Host plant</th>
<th valign="middle" align="center">Impact<sup>a</sup>
</th>
<th valign="middle" align="center">Pesticides active ingredients</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="14" align="center">
<bold>Bacteria</bold>
</td>
<td valign="middle" align="left">
<italic>Xanthomonas campestris</italic> pv <italic>musacearum</italic>
</td>
<td valign="middle" align="center">Banana (<italic>Musa</italic> spp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B137">Ndungo et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B135">Ndayihanzamaso et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B148">Nkuba et al., 2015</xref>; <xref ref-type="bibr" rid="B173">Rietveld et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pseudomonas syringae</italic> pv<italic>. phaseolicola</italic>,<break/>
<italic>P. syringae</italic> pv<italic>. syringae</italic>
</td>
<td valign="middle" rowspan="2" align="center">Bean<break/>(<italic>Phaseolus vulgaris</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Streptomycin sulphate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B148">Nkuba et al., 2015</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Xanthomonas campestris</italic> pv<italic>. phaseoli</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Streptomycin sulphate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Xanthomonas campestris</italic> pv <italic>manihotis</italic>
</td>
<td valign="middle" align="center">Cassava<break/>(<italic>Manihot esculenta</italic>)</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ralstonia solanacearum</italic>
</td>
<td valign="middle" align="center">Pepper (Chilli and sweet) (<italic>Capsicum</italic> sp.)</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B120">Minengu et&#xa0;al., 2018</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pseudomonas solanacearum</italic>
</td>
<td valign="middle" rowspan="2" align="center">Potato<break/>(<italic>Solanum tuberosum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ralstonia solanacearum</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B79">Harahagazwe et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B131">Munyuli et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B152">Okonya et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B182">Sharma et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pseudomonas fuscovaginae</italic>
</td>
<td valign="middle" align="center">Rice (<italic>Oryza sativa</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Formol</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Clavibacter xyli</italic>
</td>
<td valign="middle" rowspan="3" align="center">Sugar cane<break/>(<italic>Saccharum officinarum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Methoxy-ethyl, mercury chloride</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Xanthomonas vasculorum</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Methoxy-ethyl, mercury chloride</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Xanthomonas albilineans</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ralstonia solanacearum</italic>
</td>
<td valign="middle" rowspan="3" align="center">Tomato<break/>(<italic>Lycopersicon esculentum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Formol</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pseudomonas solanacearum</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Corynebacterium michiganense</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" rowspan="72" align="center">
<bold>Fungi</bold>
</td>
<td valign="middle" align="left">
<italic>Fusarium oxysporum</italic> var f. sp. <italic>cubense</italic>
</td>
<td valign="middle" rowspan="7" align="center">
<italic>Banana</italic>
<break/>(<italic>Musa</italic> spp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B134">Ndayihanzamaso et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Armillaria mellea, Cordona musae</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Cladosporium musae</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Gloesporium musarum</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Helminthosporium tolurosum</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Mycosphaerella musicola</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Stachylidium theobrome</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ascochyta phaseolarum</italic>
</td>
<td valign="middle" rowspan="10" align="center">Bean<break/>(<italic>Phaseolus vulgaris</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Mancozeb, benomyl, benlate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Colletotrichum lindemuthianum</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Benomyl, mancozeb, thiophanate-methyl, benlate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Fusarium solani</italic> f. sp. pv <italic>phaseoli</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Mycovellosiella phaseoli</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Benomyl, mancozeb, thiophanate-methyl, benlate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pseudocercospora griseola</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Benomyl, thiophanate-methyl, mancozeb</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B29">Busogoro et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B90">Kijana et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B62">Farrow and Muthoni-Andriatsitohaina, 2020</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pythium</italic> spp.</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Rhizoctonia solani</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sclerotinia sclerotiorum</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Thielaviopsis basicola</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Uromyces appendiculatus</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Mancozeb, benlate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B62">Farrow and Muthoni-Andriatsitohaina, 2020</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Alternaria</italic> spp.</td>
<td valign="middle" rowspan="3" align="center">Cabbage<break/>(<italic>Brassica</italic> spp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Botrytis cinerea</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Peronospora</italic> spp.</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Mancozeb</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sclerotinia</italic> spp.</td>
<td valign="middle" align="center">Carrot<break/>(<italic>Daucus carota</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Cercospora hemingsii</italic>
</td>
<td valign="middle" rowspan="2" align="center">Cassava<break/>(<italic>Manihot esculenta</italic>)</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Glomerella manihotis</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Hemileia vastatrix</italic>
</td>
<td valign="middle" rowspan="5" align="center">Coffea<break/>(<italic>Coffea</italic> spp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Copper oxychloride 50%, dithianon, triadimefon</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ascochyta</italic> sp.<italic>, Phoma</italic> sp.</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Cercospora coffeicola</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Colletotrichum coffeanum</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">Copper oxychloride 50%, dithianon, captafol, chlorotalonil</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Rhizoctonia solani</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>; <xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>);</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Golovinomcyces</italic> spp.</td>
<td valign="middle" rowspan="3" align="center">Eggplant<break/>(<italic>Solanum melongena</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Leveillura</italic> spp.,</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Peronospora</italic> spp.</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Exserohilum turcicum, Helminthosporium maydis</italic>
</td>
<td valign="middle" rowspan="3" align="center">Maize<break/>(<italic>Zea mays</italic>)</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">Thiram, thioral (thiram + mancozeb), benomyl</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccina polysora</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ustilago zeae, Sphacelotheca reilina</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccinia</italic> sp.</td>
<td valign="middle" align="center">Morella<break/>(<italic>Solanum aethiopicum</italic>)</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Alternaria</italic> spp.</td>
<td valign="middle" rowspan="3" align="center">Onion<break/>(<italic>Allium cepa</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Maneb, mancozeb</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Peronospora</italic> spp.</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Maneb, mancozeb</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccinia</italic> spp.</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Maneb, mancozeb</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Nothopassalora personata (Syn. Cercospora personata), Cercospora arachidicola</italic>
</td>
<td valign="middle" rowspan="4" align="center">Peanut<break/>(<italic>Arachis hypogaea</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Macrophomina phaseolina</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccinia arachidis</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sclerotium rolfsii</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Colletotrichum nigrum, C. capsici</italic>
</td>
<td valign="middle" align="center">Pepper (Chilli and sweet) (<italic>Capsicum</italic> sp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Rhizoctonia solani</italic>
</td>
<td valign="middle" align="center">Potato<break/>(<italic>Solanum tuberosum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B79">Harahagazwe et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pyricularia oryzae</italic>
</td>
<td valign="middle" rowspan="8" align="center">Rice<break/>(<italic>Oryza sativa</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Benomyl, thiram, iprobenfos, isoprothiolane</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B171">REMA, 2011</xref>; <xref ref-type="bibr" rid="B132">Nabahungu and Visser, 2013</xref>; <xref ref-type="bibr" rid="B87">Kanyange et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B101">Liboga et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Cercospora oryzae</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pythium bebaryanum</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Rhizoctonia solani</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sclerotium rolfsii</italic>
</td>
<td valign="middle" align="center">**</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Gerlachia oryzae</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Helminthosporium oryzae</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sarocladium oryzae</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Peronosclerospora sorghii</italic>
</td>
<td valign="middle" rowspan="5" align="center">Sorghum<break/>(<italic>Sorghum bicolor</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Colletotrichum graminicola</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Exserohilum turcicum</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccina purpurea</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sphacelotheca cruenta, S. reiliana, S. sorghi</italic>
</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccinia</italic> sp.</td>
<td valign="middle" align="center">Spinach<break/>(<italic>Basella alba</italic>)</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">Mancozeb</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Colletotrichum falactum</italic>
</td>
<td valign="middle" rowspan="5" align="center">Sugar cane<break/>(<italic>Saccharum officinarum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Fusarium moniliforme</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Ustilago scitaminea</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Puccinia melanocephala</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Sclerospora sacchari</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Alternaria solani</italic>
</td>
<td valign="middle" align="center">Sweet potato<break/>(<italic>Ipomoea batatas</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Armillaria mellea</italic>
</td>
<td valign="middle" rowspan="5" align="center">Tea<break/>(<italic>Camellia sinensis</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Rosellinia arcuate</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Colletotrichum camelliae</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Corticium salmonicolor</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pestalotiopsis theae</italic>
</td>
<td valign="middle" align="center">*</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Fusarium oxysporum</italic> f. sp. pv <italic>lycopersici</italic>
</td>
<td valign="middle" rowspan="3" align="center">Tomato<break/>(<italic>Lycopersicon esculentum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Cladosporium fulvum</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Alternaria solani</italic>
</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Mancozeb, metalaxyl</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">
<bold>Oomyceta</bold>
</td>
<td valign="middle" align="left">
<italic>Phytophthora infestans</italic>
</td>
<td valign="middle" align="center">Potato<break/>(<italic>Solanum tuberosum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Mancozeb and metalaxyl</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B21">Biruma et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B79">Harahagazwe et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B13">Bararyenya et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B152">Okonya et&#xa0;al., 2019a</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Phytophthora infestans</italic>
</td>
<td valign="middle" rowspan="2" align="center">Tomato<break/>(<italic>Lycopersicon esculentum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Mancozeb and metalaxyl</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Pythium</italic> spp.</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" rowspan="9" align="center">
<bold>Virus (and vector)</bold>
</td>
<td valign="middle" align="left">African cassava mosaic virus &#x201c;ACMV&#x201d;,<break/>East African cassava mosaic virus &#x201c;EACMV&#x201d;, East African cassava mosaic virus-Uganda &#x201c;EACMV-UG&#x201d;<break/>(Vector: <italic>Bemisia tabaci</italic>)</td>
<td valign="middle" rowspan="2" align="center">Cassava<break/>(<italic>Manihot esculenta</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B20">Bigirimana et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B193">Thresh and Cooter, 2005</xref>; <xref ref-type="bibr" rid="B19">Bigirimana et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Cassava brown streak virus &#x201c;CBSV&#x201d;, Ugandan cassava brown streak virus &#x201c;UCBSV&#x201d;, Cassava root necrosis disease &#x201c;CRND&#x201d;<break/>(Vector: <italic>Bemisia tabaci</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B19">Bigirimana et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B114">Maruthi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Munganyinka et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B152">Okonya et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B125">Muhindo et&#xa0;al., 2020</xref>);</td>
</tr>
<tr>
<td valign="middle" align="left">Banana bunchy top virus &#x201c;BBTV&#x201d;<break/>(Vector: <italic>Pentalonia nigronervosa</italic>)</td>
<td valign="middle" align="center">Banana<break/>(<italic>Musa</italic> spp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B70">Gaidashova et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B146">Niyongere et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B24">Boloy et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B126">Mukwa et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B152">Okonya et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B168">Raut and Ranade, 2004</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Sweet potato chlorotic stunt virus &#x201c;SPCSV&#x201d; <italic>(Vector: Bemisia tabaci)</italic>, Sweet potato feathery mottle virus &#x201c;SPFMV&#x201d;<break/>(Vector: <italic>Myzus persicae</italic> and <italic>Aphis gossypii</italic>)</td>
<td valign="middle" align="center">Sweet potato<break/>(<italic>Ipomoea batatas</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B183">Sheffield, 1957</xref>; <xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Bean common mosaic virus &#x201c;BCMV&#x201d;<break/>(Vector: Aphid)</td>
<td valign="middle" align="center">Bean<break/>(<italic>Phaseolus vulgaris</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">Dimethoate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>);</td>
</tr>
<tr>
<td valign="middle" align="left">Virus A, Virus X, Virus S, Virus Y<break/>
<italic>(Vector: Aphid)</italic>
</td>
<td valign="middle" align="center">Potato<break/>(<italic>Solanum tuberosum</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Groundnut rosette virus &#x201c;GRV&#x201d;<break/>(Vector: <italic>Aphis craccivora</italic>)</td>
<td valign="middle" align="center">Peanut<break/>(<italic>Arachis hypogaea</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Maize chlorotic mottle virus &#x201c;MCMV&#x201d;<break/>(Vectors: Thrips, root worms and leaf beetles), Maize streak virus &#x201c;MSV&#x201d;<break/>(Vector: <italic>Cicadulina</italic> spp.)<break/>Maize lethal necrosis &#x201c;MLN&#x201d;<break/>(Maize chlorotic mottle virus and Sugarcane mosaic virus)</td>
<td valign="middle" align="center">Maize<break/>(<italic>Zea mays</italic>)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B2">Adams et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B104">Lukanda et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B109">Mahuku et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B85">Isabirye and Rwomushana, 2016</xref>; <xref ref-type="bibr" rid="B170">Redinbaugh and Stewart, 2018</xref>; <xref ref-type="bibr" rid="B32">Casinga et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Pepper mild mottle virus<break/>(Vector: Thrips)</td>
<td valign="middle" align="center">Pepper (Chilli and sweet) (<italic>Capsicum</italic> spp.)</td>
<td valign="middle" align="center">***</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B151">Nyabyenda, 2006</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*, **, ***: slight, moderate and high impact, respectively; NI, No Information.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Insects, nematodes, and weeds are also responsible for severe yield losses. Important insect pests affecting major crops in the region include fall armyworm (<italic>Spodoptera frugiperda</italic>), tomato leafminer (<italic>Tuta absoluta</italic>), coffee bugs (<italic>Antestiopsis orbitalis ghesquierei</italic>), whitefly (<italic>Bemisia tabaci</italic>), banana aphid (<italic>Pentalonia nigronervosa</italic>), and coton aphid (<italic>Aphis gossypii</italic>) (<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B52">Dushimirimana et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>; <xref ref-type="bibr" rid="B145">Niyibizi et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B17">Belga, 2020</xref>; <xref ref-type="bibr" rid="B127">Mukwa et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Cokola et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B142">Niassy et&#xa0;al., 2021</xref>). The control of these insects relies heavily on the use of synthetic products such as acephate against <italic>S. frugiperda</italic> and <italic>T. absoluta</italic>, chlorpyrifos-ethyl against <italic>A. orbitalis ghesquierei</italic> and imidacloprid against aphids. Other major insecticides used in the region include lambda-cyhalothrin, cypermethrin, dimethoate, pirimiphos-methyl + permethrin, metaldehyde, abamectin and emamectin benzoate (<xref ref-type="bibr" rid="B118">MINAGRI-Burundi, 2018</xref>; <xref ref-type="bibr" rid="B6">ARECO-Rwanda Nziza, 2020</xref>; <xref ref-type="bibr" rid="B74">GUCE, 2022</xref>). Several species of nematodes also damage plants, including <italic>Meloidogyne javanica</italic> on various crops, <italic>Pratylenchus goodeyi</italic> and <italic>Helicotylenchus multicinctus</italic> on banana plants, and <italic>Ditylenchus</italic> spp. on potatoes (<xref ref-type="bibr" rid="B41">Coyne et&#xa0;al., 2018</xref>). These nematode-caused diseases are managed by using chemicals such as dazomet and terbufos. Parasitic plants or weeds that compete with crops such as sugarcane, rice, sorghum, and maize are also problematic and include among others <italic>Striga</italic> spp., <italic>Cyperus</italic> spp. and <italic>Echinochloa</italic> spp. Their control involves chemical herbicides like glyphosate, atrazine and dalapon (<xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>; <xref ref-type="bibr" rid="B174">Rodenburg et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B178">Runo and Kuria, 2018</xref>).</p>
<p>The spread of some of these diseases and pests has led to historic famines in the GLCCA. For example, the Integrated Food Security Phase Classification (IPC) reported that nearly 13.1 million people in the DRC were acutely food insecure due to the spread of the fall armyworm on maize crops (<xref ref-type="bibr" rid="B119">MINAGRI-RDC, 2018</xref>; <xref ref-type="bibr" rid="B83">IPC, 2021</xref>). In 2004-2005, the outbreak of cassava mosaic disease led to severe food shortages that threatened many families in the north-eastern provinces of Kirundo and Muyinga in Burundi. As a result, 100 famine-related deaths were reported (<xref ref-type="bibr" rid="B99">Legg et&#xa0;al., 2006</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Limitations in local regulation of phytosanitary products and associated risks</title>
<p>Pesticide on the market must be regularly reconsidered by the relevant registration authorities and subsequently included in a list of approved or banned products. The aim is to ensure the quality, efficacy and safety of the chemicals used. However, there are some specific features of the management of pesticides in the GLCCA region that deserve special attention. First, many chemical pesticides banned in the European Union (<xref ref-type="bibr" rid="B58">EU Food Safety, 2023</xref>) are still officially registered in the GLCCA countries, representing up to 30% (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) of the total number of products legally distributed (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). It includes the highly hazardous but most commonly used fungicide mancozeb and the insecticides imidacloprid, acephate and dimethoate banned in EU (<xref ref-type="bibr" rid="B100">Lewis et&#xa0;al., 2016</xref>). Furthermore, some ingredients such as endosulfan and dichlorodiphenyltrichloroethane, which have been officially discarded by governments in the GLCCA region, are still available in local markets (<xref ref-type="bibr" rid="B141">Ngweme et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B15">Bassily, 2022</xref>). Second, malpractices in the handling of chemical pesticides are common, either among traders or end-users such as farmers or industrial workers. These malpractices include the sale of adulterated products, failure to use personal protective equipment, incorrect dosage and selection of products, and application at inappropriate times (<xref ref-type="bibr" rid="B202">Wipfler and ter Host, 2018</xref>; <xref ref-type="bibr" rid="B153">Okonya et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B12">Balasha et&#xa0;al., 2023</xref>). One of the consequences is that residues of pesticides have been found at toxic levels in crops and vegetables such as tomato and amaranth (<xref ref-type="bibr" rid="B88">Kavatsurwa et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B140">Ngweme et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B136">Ndisanze et&#xa0;al., 2022</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Status of some EU banned chemical pesticides in GLCCA.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Class of pesticides</th>
<th valign="middle" rowspan="2" align="center">Active ingredients banned in EU</th>
<th valign="middle" rowspan="2" align="center">Chemical family</th>
<th valign="top" colspan="3" align="center">Regulation status</th>
</tr>
<tr>
<th valign="middle" align="center">Burundi</th>
<th valign="middle" align="center">DRC</th>
<th valign="middle" align="center">Rwanda</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="30" align="center">
<bold>Insecticides</bold>
</td>
<td valign="top" align="center">Acephate</td>
<td valign="top" align="center">Organophosphorus</td>
<td valign="top" align="center">R</td>
<td valign="top" align="center">NI</td>
<td valign="top" align="center">NI</td>
</tr>
<tr>
<td valign="top" align="center">Benfuracarb</td>
<td valign="top" align="center">Carbamates</td>
<td valign="top" align="center">R</td>
<td valign="top" align="center">NI</td>
<td valign="top" align="center">NI</td>
</tr>
<tr>
<td valign="top" align="center">Carbosulfan</td>
<td valign="top" align="center">Carbamates</td>
<td valign="top" align="center">R</td>
<td valign="top" align="center">NI</td>
<td valign="top" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Chlorfenapyr</td>
<td valign="middle" align="center">Pyrroles</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Chlorpyrifos</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Cyfluthrin</td>
<td valign="middle" align="center">Pyrethroids</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Diafenthiuron</td>
<td valign="middle" align="center">Thioureas</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Diazinon</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">B</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Dichlorvos</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">BU</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Dimethoate</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Endosulfan</td>
<td valign="middle" align="center">Organochlorines</td>
<td valign="middle" align="center">B</td>
<td valign="middle" align="center">BU</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Fenbutatin oxide</td>
<td valign="middle" align="center">Organometallics</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Fenitrothion</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Fenthion</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Fenvalerate</td>
<td valign="middle" align="center">Pyrethroids</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Fipronil</td>
<td valign="middle" align="center">Phenylpyrazole</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Flufenoxuron</td>
<td valign="middle" align="center">Benzoylureas</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Imidacloprid</td>
<td valign="middle" align="center">Neonicotinoid</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Isoxathion</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Omethoate</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Oxydemeton-methyl</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Permethrin</td>
<td valign="middle" align="center">Pyrethroids</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Profenofos</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Pirimiphos-methyl</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Pymetrozine</td>
<td valign="middle" align="center">Triazine</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Tetradifon</td>
<td valign="middle" align="center">Diphenyl</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Tetramethrin</td>
<td valign="middle" align="center">Pyrethroids</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Thiacloprid</td>
<td valign="middle" align="center">Neonicotinoid</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Tralomethrin</td>
<td valign="middle" align="center">Pyrethroids</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Triazophos</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" rowspan="8" align="center">
<bold>Herbicides</bold>
</td>
<td valign="middle" align="center">Atrazine</td>
<td valign="middle" align="center">Triazine</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Dalapon</td>
<td valign="middle" align="center">Organochlorines</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Hexazinone</td>
<td valign="middle" align="center">Triazine</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Linuron</td>
<td valign="middle" align="center">Methylureas</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Oxadiazon</td>
<td valign="middle" align="center">Oxadiazole</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Paraquat</td>
<td valign="middle" align="center">Pyridine</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">BU</td>
<td valign="middle" align="center">B</td>
</tr>
<tr>
<td valign="middle" align="center">Propanil</td>
<td valign="middle" align="center">Anilide</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Terbutryn</td>
<td valign="middle" align="center">Triazine</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" rowspan="15" align="center">
<bold>Fungicides</bold>
</td>
<td valign="middle" align="center">Benomyl</td>
<td valign="middle" align="center">Carbamates</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Bitertanol</td>
<td valign="middle" align="center">Triazole</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Carbendazim</td>
<td valign="middle" align="center">Carbamates</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">BU</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Chlorothalonil</td>
<td valign="middle" align="center">Organochlorines</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">BU</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Cyproconazole</td>
<td valign="middle" align="center">Triazole</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Epoxiconazole</td>
<td valign="middle" align="center">Triazole</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Fenamidone</td>
<td valign="middle" align="center">Imidazolinone</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Fenarimol</td>
<td valign="middle" align="center">Pyrimidine</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Iprobenfos</td>
<td valign="middle" align="center">Organophosphorus</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Iprodione</td>
<td valign="middle" align="center">Dicarboximides</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Mancozeb</td>
<td valign="middle" align="center">Thiocarbamates</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Pencycuron</td>
<td valign="middle" align="center">Phenylureas</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Propineb</td>
<td valign="middle" align="center">Carbamates</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Triadimenol</td>
<td valign="middle" align="center">Triazole</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Thiram</td>
<td valign="middle" align="center">Thiocarbamate</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" rowspan="5" align="center">
<bold>Rodenticides</bold>
</td>
<td valign="middle" align="center">Bromadiolone</td>
<td valign="middle" align="center">Coumarin</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Brodifacoum</td>
<td valign="middle" align="center">Coumarin</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">BU</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Chlorophacinone</td>
<td valign="middle" align="center">Indandione</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">NI</td>
</tr>
<tr>
<td valign="middle" align="center">Coumatetralyl</td>
<td valign="middle" align="center">Coumarin</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">Diphacinone</td>
<td valign="middle" align="center">Indandione</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
<tr>
<td valign="middle" align="center">
<bold>Insecticide-nematicides</bold>
</td>
<td valign="middle" align="center">Carbofuran</td>
<td valign="middle" align="center">Carbamates</td>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">NI</td>
<td valign="middle" align="center">R</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>R, Registered; B, Banned; NI, No Information; NRU, Not Registered but in Use; BU, Banned but in Use.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Consequently, some acute symptoms and even death of humans and animals due to pesticide poisoning have been reported in the region. These symptoms include reddened eyes, itchy skin, teary eyes, burning eyes, runny nose, headache, difficulty breathing, and heavy sweating (<xref ref-type="bibr" rid="B133">Ndayambaje et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B153">Okonya et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B12">Balasha et&#xa0;al., 2023</xref>). Chronic effects of pesticide exposure, including cancer, infertility, and neurological problems (<xref ref-type="bibr" rid="B108">Mahmood et&#xa0;al., 2016</xref>), may be a reality in the region or may occur in the near future, although no official survey has been conducted to date. Several reasons may explain this chaotic situation in the region such as poverty, ignorance, and illiteracy among users (<xref ref-type="bibr" rid="B147">Niyongere et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B129">Muliele et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B133">Ndayambaje et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B12">Balasha et&#xa0;al., 2023</xref>), inadequate governance in the pesticide sector, and possible socio-economic influence of agrochemical companies on officials (<xref ref-type="bibr" rid="B69">Gaberell and Viret, 2022</xref>).</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Non-biological alternatives to chemical pesticides in GLLCA</title>
<p>The adverse effects of chemical pesticides have prompted the worldwide scientific community and policy makers to search for alternatives and promote the so-called IPM, which is defined as a holistic approach that aims to control plant pests and diseases by mobilizing all existing methods while reducing reliance on chemicals (<xref ref-type="bibr" rid="B188">Stenberg, 2017</xref>). IPM promotes the development of non-biological strategies such as prevention, monitoring, and rational use of chemical phytoprotectants products, and the implementation of biological control methods, which will be discussed later.</p>
<p>Good agricultural practices are preventive measures consisting, for example, in the use of certified varieties, crop rotation, field sanitation and balanced fertilization. These practices have been adopted to some extent in the GLCCA region and promising results have been obtained. For example, cassava mosaic disease and maize streak disease have been controlled using resistant varieties (<xref ref-type="bibr" rid="B99">Legg et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B149">Nkurunziza et&#xa0;al., 2012</xref>). The banana bunchy top disease has recently been reduced via macro- and micropropagation of healthy suckers (<xref ref-type="bibr" rid="B146">Niyongere et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B190">Tchatchambe et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B156">Paka et&#xa0;al., 2021</xref>). The incidence of banana <italic>Xanthomonas</italic> wilt and potato bacterial wilt caused by <italic>R. solani</italic> has been limited via crop rotation, field sanitation, sterilization of farm tools, and avoidance of their exchange (<xref ref-type="bibr" rid="B79">Harahagazwe et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B135">Ndayihanzamaso et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B196">Uwamahoro et&#xa0;al., 2020</xref>). However, despite many attempts involving certified varieties or other agricultural practices, no substantial results have been achieved to control fungal diseases in the region using these approaches. Moreover, implementation of good agricultural practices is unfortunately hampered by several factors, including demographic pressure on arable land, the relative time required to develop new varieties, the lack of durability of resistance in developed varieties, and the consequences of climate change in the agro-ecological context (<xref ref-type="bibr" rid="B157">Pandit et&#xa0;al., 2022</xref>).</p>
<p>Phytosanitary products must be used in a rational way, taking into account the epidemiological factors of the specific pathogens, which are usually obtained from accurate field monitoring. Where chemicals are irreplaceable, careful consideration must be given to the dose applied and the less toxic products must be favored. For example, flupyradifurone has been proposed to replace the insecticide imidacloprid (<xref ref-type="bibr" rid="B110">Maloney et&#xa0;al., 2020</xref>) and copper hydroxide in substitution of mancozeb (<xref ref-type="bibr" rid="B67">FPS Health, 2023</xref>) in EU. Unfortunately, this practice is less widespread in the region, where the choice of pesticide is made at random without prior information on the disease status and on recommended products for optimal efficiency.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Implementation of biological control</title>
<p>Biological control is a promising approach for plant protection based on the use of living organisms and/or their derivatives. These include macroorganisms (predatory insects, mites, and nematodes), microorganisms (beneficial bacteria, fungi, protozoa, viruses, yeasts) and biochemicals (semiochemicals, plant extracts, plant growth regulators and organic acids) (<xref ref-type="bibr" rid="B50">DunhamTrimmer, 2023</xref>). The biocontrol market accounts for 10% of the global pesticide market, with North America leading the way in promoting BCPs, while African share is very insignificant led by countries like Nigeria, South Africa, and Kenya (<xref ref-type="bibr" rid="B112">Marrone, 2023</xref>; <xref ref-type="bibr" rid="B123">Mordor Intelligence, 2023</xref>). Biological control is a new paradigm in GLCCA and only seven biocontrol products (3%) are registered up to now (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>).</p>
<sec id="s5_1">
<label>5.1</label>
<title>Macroorganisms</title>
<p>Macroorganisms are either predators or parasitoids of the same kind of pathogenic organisms (insects, mites, or nematodes). They are used in the form of eggs, larvae, pupae, or adults to kill or parasitize the target pest (<xref ref-type="bibr" rid="B166">Ramalakshmi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B50">DunhamTrimmer, 2023</xref>). Insect predators have been successfully used in the region to control some pests. For instance, <italic>Epidinocarpis lopezi</italic> isolated in South America, has been used to control the cassava mealy bug (<italic>Phenacoccus Manihoti</italic>) (<xref ref-type="bibr" rid="B138">Neuenschwander, 2001</xref>; <xref ref-type="bibr" rid="B150">Nyabyenda, 2005</xref>), while <italic>Gyranusoidea tebygi</italic> and <italic>Anagyrus mangicola</italic> have been developed to control the devastating mango mealy bug in Burundi (<xref ref-type="bibr" rid="B60">FAO, 2022</xref>). Other common predators could be introduced locally to control a range of pests. Indeed, the green lacewing (<italic>Chrysoperla carnea</italic>), the Malaysian ladybird beetle (<italic>Chilocorus nigritus</italic>) and the mealybug ladybird (<italic>Cryptolaemus montrouzieri</italic>) have been reported to be effective in controlling the cotton aphid jassid, peanut thrips, sugarcane scales and coffee and mango mealybugs respectively (<xref ref-type="bibr" rid="B166">Ramalakshmi et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Biochemicals</title>
<p>Biochemicals in the form of plant extracts appear to be the most widely used biocontrol agents in the region. These extracts are prepared from various plant species like <italic>Azadirachta indica</italic>, <italic>Capsicum</italic> spp., <italic>Allium sativum</italic>, <italic>Tephrosia</italic> spp., <italic>Tithonia diversifolia</italic> or <italic>Ricinus communis</italic> and are used as insecticides to control various pests such as <italic>S. frugiperda</italic> on maize, <italic>Tuta absoluta</italic> on tomato, <italic>Ophiomya phaseoli</italic>, <italic>Aphis fabae</italic> on beans, etc. (<xref ref-type="bibr" rid="B179">Rutikanga, 2015</xref>; <xref ref-type="bibr" rid="B158">PES, 2021</xref>; <xref ref-type="bibr" rid="B92">Korangi Alleluya et&#xa0;al., 2021</xref>). In addition, two plant molecules azadirachtin and pyrethrin, and spinosad from actinomycetes have been registered as insecticides in Rwanda (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). However, the use of these extracts is still globally rudimentary and based on traditional and community-based knowledge. Moreover, the use of this type of products requires increased land for growing plants to prepare the extracts, which would inevitably compete with staple and cash crops for agricultural land.</p>
</sec>
<sec id="s5_3">
<label>5.3</label>
<title>Microorganisms</title>
<p>Several microorganisms encompassing bacteria, fungi, and yeasts are commercialized as biocontrol agents. Fungal based agents mainly include the genera <italic>Trichoderma</italic>, <italic>Metarhizium</italic> and <italic>Beauveria</italic>; while yeasts include the genera <italic>Pichia</italic>, <italic>Yarrowia</italic> and <italic>Saccharomyces</italic>. The largest group of worldwide marketed microorganisms are bacteria (up to 75%), dominated by plant growth-promoting rhizobacteria (PGPR) of the genera <italic>Bacillus</italic>, <italic>Pseudomonas</italic> and <italic>Streptomyces</italic> (<xref ref-type="bibr" rid="B180">Saeed et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B25">Bonaterra et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B48">Dimki&#x107; et&#xa0;al., 2022</xref>). However, these globally adopted microbial-based alternatives are rarely used in the GLCCA region, and mainly as bioinsecticides such as <italic>B. thuringiensis</italic> sold in the three countries and <italic>B. bassiana</italic> and <italic>T. harzanium</italic> only registered in Rwanda. Here, an overview of the PGPR reported in literature with biocontrol activities and their mechanisms of action is presented for their possible integration into local agricultural systems in GLCCA.</p>
</sec>
</sec>
<sec id="s6">
<label>6</label>
<title>Plant growth-promoting rhizobacteria in crop protection</title>
<p>Plant growth-promoting rhizobacteria are a group of bacteria found mainly in the vicinity of plant roots, the rhizosphere. The plant provides them with nutrients in the form of root exudates, while these bacteria protect the host and promote its growth. These benefits are mediated through various pathways, including biofertilization by nitrogen fixation and phosphate solubilization, phytostimulation by the production of phytohormones (cytokinin, abscisic acid, auxin, gibberellins, and ethylene), stress tolerance and biological control (<xref ref-type="bibr" rid="B197">Vejan et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B5">Anckaert et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B56">El-Saadony et&#xa0;al., 2022</xref>). PGPR include several species belonging to different genera, namely <italic>Rhizobium</italic>, <italic>Azotobacter</italic>, <italic>Streptomyces</italic>, <italic>Enterobacter</italic>, <italic>Klebsiella</italic>, <italic>Rhodococcus</italic>, <italic>Paenibacillus</italic>, <italic>Variovorax</italic>, <italic>Azosprillum</italic>, <italic>Bulkholderia</italic>, <italic>Serratia</italic>, <italic>Pseudomonas</italic> and <italic>Bacillus</italic> (<xref ref-type="bibr" rid="B33">Caulier et&#xa0;al., 2018</xref>). Bacterial strains of the genera <italic>Streptomyces</italic>, <italic>Paenibacillus</italic>, <italic>Pseudomonas</italic> and <italic>Bacillus</italic> are the best described and have been shown to be effective biocontrol agents against various plant pathogens through their multiple mechanisms of action such as nutrient and niche competition, antibiosis, signal interference and induction of host resistance (<xref ref-type="bibr" rid="B199">Wang et&#xa0;al., 2021</xref>).</p>
<sec id="s6_1">
<label>6.1</label>
<title>Competition</title>
<p>Competition for nutrients and niches between pathogens and beneficial microbes is an important factor in limiting disease incidence and severity (<xref ref-type="bibr" rid="B22">Bishnoi, 2015</xref>). Indeed, rhizosphere microorganisms compete for a variety of plant root exudates, including sugars, amino acids and organic acids. These exudates also act as chemoattractants for bacteria to plant roots. These beneficial bacteria colonize the root and can inhibit the growth of soil-borne phytopathogenic microbes by competing for nutrients such as glucose, asparagine, and iron (<xref ref-type="bibr" rid="B53">Dutta and Lee, 2022</xref>). Besides exudates, competition for iron is the most well-studied mechanism and involves several bacterial siderophores, such as hydroxamates (<italic>Pseudomonas</italic> spp.), carboxylates (<italic>Rhizobium</italic> spp.) and catecholates (<italic>Pseudomonas</italic> spp., <italic>Bacillus</italic> spp.), which are used to extract iron from insoluble forms and sequester it from other competitors by chelation (<xref ref-type="bibr" rid="B8">Arguelles-Arias et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B115">Mazumdar et&#xa0;al., 2020</xref>). On the other hand, rhizobacteria outcompete other microbes for space through their ability to form biofilms, which also act as shelter-like against pathogens (<xref ref-type="bibr" rid="B66">Flemming et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B187">Singh et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s6_2">
<label>6.2</label>
<title>Antibiosis</title>
<p>Antibiosis is a biological process in which antimicrobial substances synthesized by microorganisms inhibit or kill plant pathogens (<xref ref-type="bibr" rid="B65">Fira et&#xa0;al., 2018</xref>). These are toxins that interfere with the synthesis of the cell membrane or other metabolic processes of the pathogen and are variable depending on the PGPR species. For example, <italic>Pseudomonas</italic> spp. are known to produce 2,4-diacetylphloroglucinol, phenazine, pyoluteorin, pyrrolnitrin, hydrogen cyanide and a wide range of lipopeptides such as viscosin, amphisin, orfamide, bananamide and sessilin (<xref ref-type="bibr" rid="B199">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B154">Oni et&#xa0;al., 2022</xref>). <italic>Bacillus</italic> spp. produce various cyclic lipopeptides (CLPs), polyketides, dipeptides, RiPPs and volatile organic compounds (<xref ref-type="bibr" rid="B7">Arguelles Arias et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B34">Caulier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B5">Anckaert et&#xa0;al., 2021</xref>). <italic>Streptomyces</italic> species are known producers of several antibiotics such as kasugamycin (antifungal and antibacterial), polyoxin B and D, validamycin (antifungal) families (<xref ref-type="bibr" rid="B14">Barka et&#xa0;al., 2016</xref>), as well as cyclic lipopeptides such as lipopeptins recently discovered with antagonistic activity against <italic>Fusarium oxysporum</italic> (<xref ref-type="bibr" rid="B198">Wang et&#xa0;al., 2023</xref>). <italic>Paenibacillus</italic> spp. are another important PGPR, producing mainly polymyxin active against Gram-negative bacteria, fusaricidin with anti-Gram-positive bacteria and antifungal activities (<xref ref-type="bibr" rid="B3">Ali et&#xa0;al., 2021</xref>), pelgipeptins and tridecaptins with antagonistic activity against fungi and bacteria (<xref ref-type="bibr" rid="B98">Le et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B40">Costa et&#xa0;al., 2022</xref>). PGPR also produce lytic enzymes (the so-called cell wall degrading enzymes) such as chitinase, glucanase, cellulase, xylanase, and pectinase, which are known for their antagonistic activities against pathogens (<xref ref-type="bibr" rid="B1">Abdelaziz et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s6_3">
<label>6.3</label>
<title>Signal interference</title>
<p>Like other organisms, bacteria live in communities where they communicate to obtain nutrients and perform other metabolic functions. Cell-to-cell communication within bacteria is known as quorum sensing (QS), mediated by several molecules including N-acylhomoserine lactones, oligopeptides and LuxS/autoinducers (<xref ref-type="bibr" rid="B44">De Kievit, 2009</xref>; <xref ref-type="bibr" rid="B175">Rodr&#xed;guez et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B199">Wang et&#xa0;al., 2021</xref>). QS is important for bacterial phenotype and virulence, biofilm formation and other physiological processes. QS-mediated metabolites from phytopathogenic bacteria can be chemically or enzymatically degraded by so-called quorum quenching (QQ) enzymes such as lactonase, acylase and oxidoreductase produced by some PGPR. This interferes with QS-regulated processes that are crucial for pathogen development (<xref ref-type="bibr" rid="B186">Sikdar and Elias, 2020</xref>) and some important bacterial diseases such as <italic>Pectobacterium carotovorum</italic>, <italic>Pseudomonas syringae</italic>, <italic>Ralstonia solanacearum</italic>, <italic>Erwinia amylovora</italic> have been successfully managed by using this approach (<xref ref-type="bibr" rid="B175">Rodr&#xed;guez et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s6_4">
<label>6.4</label>
<title>Induced systemic resistance</title>
<p>Induced systemic resistance (ISR) is the process by which plants treated with PGPR species or their secreted molecules induce defense genes and develop immunity to subsequent plausible pathogen attack. PGPR-induced ISR is phenotypically similar to the well-studied systemic acquired resistance (SAR), which is activated after a first infection by an incompatible or necrotizing pathogen (<xref ref-type="bibr" rid="B162">Pr&#x161;i&#x107; and Ongena, 2020</xref>). This process is regulated by the jasmonate or ethylene phytohormone pathways, whereas SAR is dependent on the salicylic acid regulation pathway. The main elicitors of ISR produced by PGPR are Acyl-Homoserine Lactones, cyclic lipopeptides, rhamnolipids, N-alkylated benzylamine derivative, siderophores, volatile compounds and other metabolites with antibiotic functions such as 2,4-diacetylphloroglucinol and phenazine (<xref ref-type="bibr" rid="B162">Pr&#x161;i&#x107; and Ongena, 2020</xref>; <xref ref-type="bibr" rid="B199">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B218">Zhu et&#xa0;al., 2022</xref>). These elicitors act as microbial associated molecular patterns and are perceived by specific transmembrane pattern recognition receptors, as it has been shown for the pathogen triggered-SAR. However, for a successful symbiosis with plant roots, PGPR have evolved to evade or suppress the pattern triggered immunity developed by the plant as the first line of defense (<xref ref-type="bibr" rid="B212">Yu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B181">Seth et&#xa0;al., 2023</xref>). This PGPR-induced plant immunity ultimately leads to defense mechanisms such as cell wall reinforcement via deposition of lignin or callose, enhanced production of defense-related proteins (lipoxygenase, glucanase, chitinase, phenylalanine ammonia-lyase) and accumulation of phytoalexins as small-size antimicrobial metabolites (<xref ref-type="bibr" rid="B1">Abdelaziz et&#xa0;al., 2023</xref>).</p>
</sec>
</sec>
<sec id="s7">
<label>7</label>
<title>
<italic>Bacillus</italic> as successful PGPR for biological control</title>
<p>
<italic>Bacillus</italic> is a rod-shaped, gram-positive and spore-forming bacterium that is widespread in a variety of ecological niches (<xref ref-type="bibr" rid="B210">Yin et&#xa0;al., 2023</xref>). Phylogenetically, the <italic>Bacillus</italic> genus can be broadly divided into two clades, namely the <italic>Bacillus cereus</italic> group, which includes the well-known and most commercialized bioinsecticide <italic>B. thuringiensis</italic>, and the <italic>Bacillus subtilis</italic> group, which includes most of <italic>Bacillus</italic> strains marketed for the biocontrol of microbial pathogens (<xref ref-type="bibr" rid="B51">Dunlap, 2019</xref>; <xref ref-type="bibr" rid="B144">Nikolaidis et&#xa0;al., 2022</xref>). Strains in the <italic>B. subtilis</italic> group are generally recognized as safe and have therefore been used as alternatives to chemical pesticides in agriculture (<xref ref-type="bibr" rid="B57">Etesami et&#xa0;al., 2023</xref>). For example, <italic>B. licheniformis</italic> SB3086 (Ecoguard<sup>&#xae;</sup>, Novozymes<sup>&#xae;</sup>, Biofungicide<sup>&#xae;</sup>, Green Relief<sup>&#xae;</sup>), <italic>B. pumilus</italic> GB34 (GB34<sup>&#xae;</sup>, Concentrated Biological Fungicide<sup>&#xae;</sup>, Ballad<sup>&#xae;</sup>), <italic>B. velezensis</italic> MBI600 (Subtilex<sup>&#xae;</sup>, Histick N/T<sup>&#xae;</sup>), <italic>B. velezensis</italic> GBO3 (Kodiak<sup>&#xae;</sup>, Companion<sup>&#xae;</sup>), <italic>B. velezensis</italic> QST713 (Serenade<sup>&#xae;</sup>, Rhapsody<sup>&#xae;</sup>) and <italic>B. velezensis</italic> FZB42 (Taegro<sup>&#xae;</sup>, Rhizovital<sup>&#xae;</sup>) are among the commercial biocontrol agents from the <italic>B. subtilis</italic> group (<xref ref-type="bibr" rid="B95">Lahlali et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B207">Yadav et&#xa0;al., 2022</xref>). These strains are continuously attracting researchers and industrials thanks to their intrinsic ability to form resistant endospores that allow stable formulations, relatively rapid growth on different substrates, and the secretion of a wealth of bioactive secondary metabolites retaining key biocontrol functions (<xref ref-type="bibr" rid="B161">Prasad et&#xa0;al., 2023</xref>). The biosynthesis of these biochemicals involves up to 10% of the bacterial genome and includes a huge diversity of compounds produced via non-ribosomal and ribosomal pathways (<xref ref-type="bibr" rid="B73">Grubbs et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B27">Borriss, 2020</xref>; <xref ref-type="bibr" rid="B210">Yin et&#xa0;al., 2023</xref>).</p>
<p>Cyclic lipopeptides are a group of compounds with a fatty acid and peptide moiety that are produced via the non-ribosomal pathway involving a multi-modular enzyme complex (<xref ref-type="bibr" rid="B84">Iqbal et&#xa0;al., 2023</xref>). This machinery gives rise to a large chemical diversity with different structures, based on their amino acid sequence or on the length of the fatty acid chain. These metabolites are classified into the heptapeptides surfactins (pumilacidins/lichenisins) and iturins (iturin A, mycosubtilin, bacillomycin) and the decapeptides fengycins (plipastatins); together with their homologues of different alkyl chain lengths (C<sub>12</sub> - C<sub>17</sub> for surfactins, C<sub>13</sub>-C<sub>17</sub> for iturins and C<sub>14</sub>-C<sub>18</sub> for fengycins) (<xref ref-type="bibr" rid="B192">Th&#xe9;atre et&#xa0;al., 2022</xref>). They are produced by members of the <italic>Bacillus subtilis</italic> group and are known to be involved in the induction of resistance in plants (<xref ref-type="bibr" rid="B162">Pr&#x161;i&#x107; and Ongena, 2020</xref>; <xref ref-type="bibr" rid="B48">Dimki&#x107; et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B107">Mahapatra et&#xa0;al., 2022</xref>) and, thanks to their amphiphilic nature, exhibit antimicrobial activities against a wide range of pathogenic microorganisms by penetrating and disrupting the cell membrane of target organisms (<xref ref-type="bibr" rid="B65">Fira et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B139">Ngalimat et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B163">Puan et&#xa0;al., 2023</xref>).</p>
<p>Polyketides are bioactive metabolites synthetized via pathways catalyzed either by the polyketide synthases (difficidins and macrolactins) or by the hybrid polyketide synthases/non-ribosomal peptide synthetases (bacillaene) and are structurally composed of an alternation of polyenes and carbonyl groups (<xref ref-type="bibr" rid="B84">Iqbal et&#xa0;al., 2023</xref>). They retain consistent antibacterial activity against several phytopathogens either by interfering with protein synthesis or by damaging the bacterial cell wall (<xref ref-type="bibr" rid="B63">Fazle Rabbee and Baek, 2020</xref>; <xref ref-type="bibr" rid="B116">Miao et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B216">Zhang N. et&#xa0;al., 2023</xref>). The siderophore bacillibactin is a catecholate peptide also produced via the non-ribosomal pathway that retains a high affinity for iron. This property is very important in bacterial niche competition, helping bacilli to gain advantage over their competitors by chelating available iron in the environment (<xref ref-type="bibr" rid="B211">Yu et&#xa0;al., 2011</xref>). The dipeptide bacilysin is biosynthesized via a typical non-ribosomal pathway not shared by the lipopeptide/polyketide/siderophore trio. It exhibits toxicity against bacteria by blocking peptidoglycan biosynthesis (<xref ref-type="bibr" rid="B26">Borriss, 2015</xref>) and against fungi by probably inhibiting fungal glycans in a manner similar to the inhibition of bacterial peptidoglycan synthesis (<xref ref-type="bibr" rid="B78">Han X. et&#xa0;al., 2021</xref>).</p>
<p>Ribosomally produced and post-translationally modified peptides include bacteriocins and lantibiotics (such as amylocyclicin, amylolysin, plantazolicin, subtilin, pumilarin or LCI) known for their high inhibitory potential against bacterial pathogens, either by vascularization of the protoplasm or by pore formation or cell disruption (<xref ref-type="bibr" rid="B189">Sumi et&#xa0;al., 2015</xref>). In addition to these soluble metabolites, <italic>Bacillus</italic> volatile compounds (hydrocarbons nonane and tridecane, acetoin, 2,3-butanediol, benzaldehyde, 3-methylpropanoic acid, methylbenzene, benzothiazole, etc.) have been reported to inhibit the growth of some fungi, bacteria, and nematodes by disrupting cell wall integrity (<xref ref-type="bibr" rid="B34">Caulier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B86">Kai, 2020</xref>; <xref ref-type="bibr" rid="B84">Iqbal et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s8">
<label>8</label>
<title>The potential of <italic>Bacillus</italic>-based biocontrol in the GLCCA region, a myth or reality</title>
<p>The market for biocontrol agents based on strains of the <italic>B. subtilis</italic> group for the control of plant diseases is growing rapidly around the world but no product based on this bacterium is registered in the region. However, some promising preliminary studies using <italic>B. velezensis</italic> strains to control fungal diseases in Burundi and DRC have demonstrated the potential of these bacteria to adapt to local agro-ecological conditions, which could pave the way for their possible future dissemination and adoption by local farmers. <italic>Bacillus velezensis</italic> S499, isolated in Ituri/DRC in 1950s (<xref ref-type="bibr" rid="B45">Delcambe and Devignat, 1957</xref>), is effective against <italic>Fusarium</italic> sp. on tomato (65-70% of disease reduction) under field conditions in Burundi, and lipopeptide-mediated ISR is proposed as the main involved mechanism (<xref ref-type="bibr" rid="B143">Nihorimbere et&#xa0;al., 2010</xref>). Lipopeptides secreted by the same strain showed high <italic>in vitro</italic> antagonistic activity against pathogens isolated from maize cob such as <italic>Rhizopus stolonifer, Penicillium variable, Fusarium verticillioides</italic>. In the same study, S499 was able to efficiently reduce disease severity (39-67%) caused by these fungi in greenhouse and field conditions (<xref ref-type="bibr" rid="B93">Kulimushi et&#xa0;al., 2018</xref>). In addition, <italic>B. velezensis</italic> GA1 and its cyclic lipopeptides played an important role in the control of peanut stem rot disease caused by <italic>Athelia rolfsii</italic>, providing up to 60% of protection (<xref ref-type="bibr" rid="B91">Korangi Alleluya et&#xa0;al., 2023</xref>).</p>
<p>Furthermore, a number of studies have demonstrated the potential of <italic>Bacillus</italic> isolates in controlling a range of important and widespread phytopathogens reported in the GLCCA. For example, <italic>B. altitudinis</italic> and <italic>B. velezensis</italic> were shown to control rice blast caused by <italic>Pyricularia oryzae</italic> (15% and 25% of disease reduction, respectively) by direct antagonism and ISR involving iturin and fengycin (<xref ref-type="bibr" rid="B96">Lam et&#xa0;al., 2021</xref>). Volatiles from <italic>B. amyloliquefaciens</italic> NJN-6 reduce the mycelial growth of the banana pathogen <italic>F. oxysporum</italic> f.sp. <italic>cubense in vitro</italic> by up to 30-40% (<xref ref-type="bibr" rid="B213">Yuan et&#xa0;al., 2012</xref>). <italic>B. subtilis</italic> AUBB20 inhibited the growth of the coffee pathogen <italic>F. xylarioides</italic> through its secreted lytic enzymes (<xref ref-type="bibr" rid="B128">Muleta et&#xa0;al., 2007</xref>). Antagonistic activities of <italic>Bacillus subtilis</italic> strains have also been reported against fungi and oomycetes, including <italic>Alternaria linariae</italic> (<xref ref-type="bibr" rid="B43">da Silva Junior et&#xa0;al., 2023</xref>), <italic>Sclerotinia sclerotiorum</italic>, <italic>Rhizoctonia solani</italic> (<xref ref-type="bibr" rid="B4">Al-Mutar et&#xa0;al., 2023</xref>), <italic>Colletotrichum lindemuthianum</italic> (<xref ref-type="bibr" rid="B113">Martins et&#xa0;al., 2019</xref>), <italic>Mycosphaerella fijiensis</italic> (<xref ref-type="bibr" rid="B76">Gutierrez-Monsalve et&#xa0;al., 2015</xref>), <italic>Verticillium dahliae</italic> (<xref ref-type="bibr" rid="B46">Dhouib et&#xa0;al., 2019</xref>), <italic>Fusarium oxysporum</italic> f. sp. <italic>lycopersici</italic> (<xref ref-type="bibr" rid="B11">Aydi Ben Abdallah et&#xa0;al., 2017</xref>), <italic>Colletotrichum gloeosporioides</italic> (<xref ref-type="bibr" rid="B105">Luna-Bulbarela et&#xa0;al., 2018</xref>) and <italic>Phytophthora infestans</italic> (<xref ref-type="bibr" rid="B215">Zhang J. et&#xa0;al., 2023b</xref>).</p>
<p>The biocontrol activity of <italic>Bacillus</italic> has also been demonstrated against important bacterial phytopathogens. For example, the application of <italic>B. subtilis</italic> to potato plants infected with <italic>R. solanacearum</italic> reduced the incidence of wilt by about 50% (<xref ref-type="bibr" rid="B54">Elazouni et&#xa0;al., 2019</xref>). Tomato bacterial wilt caused by the same bacterium was efficiently controlled by <italic>B. methylotrophicus</italic> DR-08 due to its secreted metabolites oxydifficidin and difficidin (<xref ref-type="bibr" rid="B82">Im et&#xa0;al., 2019</xref>). <italic>Bacillus megaterium</italic> USB2103 efficiently controlled common bean bacterial wilt caused by <italic>Xanthomonas axonopodis</italic> pv. <italic>phaseoli</italic> through ISR mechanisms (<xref ref-type="bibr" rid="B71">Giorgio et&#xa0;al., 2016</xref>). Brown sheath blight of rice caused by <italic>Pseudomonas fuscovaginae</italic> was successfully controlled (76.6%) by <italic>B. amyloliquefaciens</italic> Bk7 (<xref ref-type="bibr" rid="B195">Ullah Kakar et&#xa0;al., 2014</xref>). Other examples of <italic>Bacillus</italic> spp. with potential applications in the control of fungal and bacterial diseases for crop protection in the GLCCA are shown in <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Some global success stories of <italic>Bacillus</italic> isolates (<italic>subtilis</italic> group) in biocontrol of important crop pathogens reported in the GLCCA.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">
<italic>Bacillus</italic> strains</th>
<th valign="middle" align="center">Plant</th>
<th valign="middle" align="center">Pathogen</th>
<th valign="middle" align="center">Mechanism involved</th>
<th valign="middle" align="center">Experiment condition</th>
<th valign="middle" align="center">Biocontrol potential</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> NJN-6</bold>
</td>
<td valign="middle" rowspan="6" align="center">Banana</td>
<td valign="middle" rowspan="4" align="center">
<italic>Fusarium oxysporum</italic> f.sp. <italic>cubense</italic>
</td>
<td valign="middle" align="center">Antibiosis (VOCs)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">30-40% of <italic>Foc</italic> inhibition compared to control</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B213">Yuan et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> EB1</bold>
</td>
<td valign="middle" align="center">Antibiosis and ISR</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">75.43% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B204">Xiang et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. amyloliquefaciens</italic> W19</bold>
</td>
<td valign="middle" align="center">Antibiosis(CLPs and VOCs)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">21% Inihibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B200">Wang et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. siamensis</italic> Gxun-6</bold>
</td>
<td valign="middle" align="center">Antibiosis (probably), ISR(probably)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">&gt;68.8% Inhibition rate; &gt;88.26% Biocontrol efficacy</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B184">Shen et&#xa0;al., 2022</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. pumilus</italic> CCIBP-C5</bold>
</td>
<td valign="middle" rowspan="2" align="center">
<italic>Mycosphaerella fijiensis</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">45% Inhibition rate; 33.6% Biocontrol efficacy</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B47">Di Francesco et&#xa0;al., 2017</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. licheniformis, B. siamensis, B. subtilis</italic> subsp. <italic>Inaquosorum</italic>
</bold>
</td>
<td valign="middle" align="center">ISR</td>
<td valign="middle" align="center">
<italic>In greenhouse</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B111">Marcano et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> QST713</bold>
</td>
<td valign="middle" rowspan="3" align="center">Bean</td>
<td valign="middle" align="center">
<italic>Xanthomonas axonopodis</italic> pv. <italic>phaseoli</italic>
</td>
<td valign="middle" align="center">Antibiosis (PKs)</td>
<td valign="middle" align="center">
<italic>In vivo</italic>
</td>
<td valign="middle" align="center">52.26% Disease incidence reduction</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B16">Belete et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. pumilus</italic>
</bold>
</td>
<td valign="middle" align="center">
<italic>Sclerotium rolfsii</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">
<italic>In greenhouse</italic>
</td>
<td valign="middle" align="center">26% Disease incidence reduction</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B159">Pleban et&#xa0;al., 1995</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> MBI600, <italic>B. velezensis</italic> FZB42<italic>, B. velezensis</italic> QST713</bold>
</td>
<td valign="middle" align="center">
<italic>Colletotrichum lindemuthianum</italic>
</td>
<td valign="middle" align="center">ISR (probably)</td>
<td valign="middle" align="center">
<italic>In greenhouse</italic>
</td>
<td valign="middle" align="center">21.9%,15.2%, 10.9% Diseased plants respectively</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B194">Tinivella et&#xa0;al., 2009</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> GBO3</bold>
</td>
<td valign="middle" rowspan="2" align="center">Cassava</td>
<td valign="middle" align="center">
<italic>Fusarium solani</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">Approx. 10mm inhibition zone; 0% Disease incidence (asymptomatic plants)</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B68">Freitas et&#xa0;al., 2019</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> ME9</bold>
</td>
<td valign="middle" align="center">
<italic>Xanthomonas phaseoli pv. manihotis</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">Approx. 14mm inhibition zone diameter</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B64">Feng et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> AUBB20</bold>
</td>
<td valign="middle" align="center">Coffea</td>
<td valign="middle" align="center">
<italic>Fusarium xylarioides</italic>
</td>
<td valign="middle" align="center">Antibiosis (lytic enzymes)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">Approx. 30-70 mm inhibition zone</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B128">Muleta et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. pumilus</italic>
</bold>
</td>
<td valign="middle" align="center">Cotton</td>
<td valign="middle" align="center">
<italic>Rhizoctonia solani</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">
<italic>In greenhouse</italic>
</td>
<td valign="middle" align="center">56% Disease incidence reduction</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B159">Pleban et&#xa0;al., 1995</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> SQR9</bold>
</td>
<td valign="middle" rowspan="2" align="center">Cucumber</td>
<td valign="middle" rowspan="2" align="center">
<italic>Fusarium oxysporum</italic> f.sp. <italic>cucumerinum</italic>
</td>
<td valign="middle" align="center">Competition</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">49-61% Disease reduction compared to control</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B31">Cao et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis Y</italic>B-04</bold>
</td>
<td valign="middle" align="center">Antibiosis (lytic enzymes), Competition for nutrients (siderophore)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">&gt;90% Control efficacy</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B205">Xu et&#xa0;al., 2022</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> TM4</bold>
</td>
<td valign="middle" align="center">Maize</td>
<td valign="middle" align="center">
<italic>Fusarium verticollo&#xef;des</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">
<italic>In field</italic>
</td>
<td valign="middle" align="center">&lt;9% Disease incidence</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B122">Mirsam et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. licheniformis</italic>
</bold>
</td>
<td valign="middle" align="center">Mango</td>
<td valign="middle" align="center">
<italic>Colletotrichum gloeosporioides Botryosphaeria</italic> spp.</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vivo</italic> (on harvested fruits)</td>
<td valign="middle" align="center">30-40% Disease incidence</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B72">Govender et&#xa0;al., 2005</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. safensis</italic> C3</bold>
</td>
<td valign="middle" align="center">Mungo bean</td>
<td valign="middle" align="center">
<italic>Xanthomonas axonopodis</italic>
<break/>
<italic>Pseudomonas syringae</italic>
</td>
<td valign="middle" align="center">Antibiosis (Bacteriocin-like antimicrobial peptides)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B176">Romero-Severson et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> BsW4, Bs76, <italic>B. amyloliquefaciens</italic> Ba100</bold>
</td>
<td valign="middle" align="center">Pea</td>
<td valign="middle" align="center">
<italic>Ascochyta pinodes</italic>
</td>
<td valign="middle" align="center">Antibiosis (CLPs)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic> and <italic>in field</italic>
</td>
<td valign="middle" align="center">&gt;65% Biocontrol efficacy</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B102">Liu et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> TN-TB4, <italic>B. amyloliquefaciens</italic> TN-TB6</bold>
</td>
<td valign="middle" rowspan="3" align="center">Peanut</td>
<td valign="middle" align="center">
<italic>Cercospora arachidicola</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">&gt;55% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B191">Thanh &amp; Yen, 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> G1</bold>
</td>
<td valign="middle" align="center">
<italic>Macrophomina phaseolina</italic>
</td>
<td valign="middle" align="center">Antibiosis and ISR (hypothesis)</td>
<td valign="middle" align="center">
<italic>In greenhouse, in field</italic>
</td>
<td valign="middle" align="center">15-20% Disease incidence</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B185">Shifa et&#xa0;al., 2018</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> LHSB1</bold>
</td>
<td valign="middle" align="center">
<italic>Sclerotium rolfsii</italic>
</td>
<td valign="middle" align="center">Antibiosis (CLPs)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">93.8% Inhibition rate; 62.6&#x2013;70.8% Biocontrol efficacy</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B38">Chen L. et&#xa0;al., 2019</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> 6-5</bold>
</td>
<td valign="middle" align="center">Potato</td>
<td valign="middle" align="center">
<italic>Phytophtora infestans</italic>
</td>
<td valign="middle" align="center">Antibiosis (lytic enzymes)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">&gt;90% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B214">Zhang J. et&#xa0;al., 2023a</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. amyloliquefaciens</italic> Bk7</bold>
</td>
<td valign="middle" align="center">Rice</td>
<td valign="middle" align="center">
<italic>Pseudomonas fuscovaginae</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">93% Inhibition rate; 76.6%</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B195">Ullah Kakar et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> PTS-394</bold>
</td>
<td valign="middle" rowspan="2" align="center">Pepper</td>
<td valign="middle" align="center">
<italic>Fusarium solani</italic>
</td>
<td valign="middle" align="center">Antibiosis (CLPs) and ISR</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic> and <italic>in field</italic>
</td>
<td valign="middle" align="center">69,63% Biocontrol efficacy; 74,43% Biocontrol efficacy</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B164">Qiao et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> 168</bold>
</td>
<td valign="middle" align="center">
<italic>Ralstonia solanacearum</italic>
</td>
<td valign="middle" align="center">ISR (VOCs)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B209">Yi et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Bacillus subtilis</italic> HSY21</bold>
</td>
<td valign="middle" align="center">Soybean</td>
<td valign="middle" align="center">
<italic>Fusarium oxysporum</italic>
</td>
<td valign="middle" align="center">ns</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic> and <italic>in field</italic>
</td>
<td valign="middle" align="center">81.30% Inhibition rate; 63.83% control effects; 57.07% control effects</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B77">Han S. et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. amyloliquefaciens</italic> Q-426</bold>
</td>
<td valign="middle" align="center">Spinach</td>
<td valign="middle" align="center">
<italic>Fusarium oxysporum</italic> f.sp <italic>spinaciae</italic>
</td>
<td valign="middle" align="center">Antibiosis (CLPs)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">Approx. 28 mm inhibition zone diameter</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B217">Zhao et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> CAS15</bold>
</td>
<td valign="middle" align="center">Sweet pepper</td>
<td valign="middle" align="center">
<italic>Fusarium oxysporum</italic> f.sp <italic>capsici</italic>
</td>
<td valign="middle" align="center">Competition for nutrients and ISR</td>
<td valign="middle" align="center">
<italic>In greenhouse</italic>
</td>
<td valign="middle" align="center">Reduction of the disease incidence by 12.5 to 56.9%</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B211">Yu et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. megaterium</italic> TRS-4</bold>
</td>
<td valign="middle" align="center">Tea</td>
<td valign="middle" align="center">
<italic>Fomes lamaoensis, Sphaerostilbe repens, Poria hypobrumea, Sclerotium rolfsii</italic>
</td>
<td valign="middle" align="center">Antibiosis and ISR</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">55&#x2013;84% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B35">Chakraborty et&#xa0;al., 2006</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. amyloliquefaciens</italic> XJ5</bold>
</td>
<td valign="middle" rowspan="7" align="center">Tomato</td>
<td valign="middle" align="center">
<italic>Alternaria solani</italic>
</td>
<td valign="middle" align="center">Antibiosis (CLPs, lytic enzymes)</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">82.5% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B124">Mu et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> K01</bold>
</td>
<td valign="middle" align="center">
<italic>Botrytis cinerea</italic>
</td>
<td valign="middle" align="center">Antibiosis (CLPs, lytic enzymes)</td>
<td valign="middle" align="center">
<italic>In vitro, in vivo</italic> (on detached leaves and harvested fruits)</td>
<td valign="middle" align="center">84.1% Inhibition rate, &gt;80% Disease reduction, &gt;78% Disease reduction</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B206">Xue et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> EPC016</bold>
</td>
<td valign="middle" align="center">
<italic>Fusarium oxysporum</italic> f.sp. <italic>lycopersici</italic>
</td>
<td valign="middle" align="center">Antibiosis (VOCs, lytic enzymes), Competition for nutrients (siderophore)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">46.04% to 60.78% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B167">Ramyabharathi and Raguchander, 2014</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> UQ9000N</bold>
</td>
<td valign="middle" align="center">
<italic>Fusarium oxysporum</italic> f.sp. <italic>lycopersici</italic>, <italic>Macrophomina phaseolina</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro</italic>
</td>
<td valign="middle" align="center">52% to 56% inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B9">Arkhipov et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. velezensis</italic> FJAT-46737</bold>
</td>
<td valign="middle" rowspan="2" align="center">
<italic>Ralstonia solanacearum</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">Approx. 82.0% Biocontrol efficiency</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B36">Chen et&#xa0;al., 2020</xref>))</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Bacillus amyloliquefaciens</italic> FJAT-2349</bold>
</td>
<td valign="middle" align="center">Antibiosis (CLPs)</td>
<td valign="middle" align="center">
<italic>In greenhouse</italic>
</td>
<td valign="middle" align="center">97.6% Biocontrol efficiency</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B37">Chen M. et&#xa0;al., 2019</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. amyloliquefaciens</italic> PKM16</bold>
</td>
<td valign="middle" align="center">
<italic>Sclerotinia sclerotiorum</italic>
</td>
<td valign="middle" align="center">Antibiosis</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">40.27% Inhibition rate</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B49">Do Prado Mattos et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>B. subtilis</italic> IJ10</bold>
</td>
<td valign="bottom" align="center">Turmeric</td>
<td valign="bottom" align="center">
<italic>Fusarium solani, Pythium aphanidermatum</italic>
</td>
<td valign="middle" align="center">Antibiosis (VOCs, lytic enzymes)</td>
<td valign="middle" align="center">
<italic>In vitro, in greenhouse</italic>
</td>
<td valign="middle" align="center">&gt;45% Inhibition rate; &gt;60% Biocontrol efficacy</td>
<td valign="bottom" align="center">(<xref ref-type="bibr" rid="B89">Kharshandi and Kayang, 2023</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ns, not specified.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In addition to their efficacy against phytopathogenic fungi and bacteria, some <italic>Bacillus</italic> spp. have been reported for their potential to control nematodes, insects and weeds (<xref ref-type="bibr" rid="B121">Mnif and Ghribi, 2015</xref>). For instance, surfactins from <italic>B. velezensis</italic> S499 showed insecticidal activity against the fruit fly <italic>Drosophila melanogaster</italic> (<xref ref-type="bibr" rid="B10">Assi&#xe9; et&#xa0;al., 2002</xref>). The wheat rhizosphere <italic>Bacillus altitudinis</italic> D30202 was shown to have bioherbicidal potential on the grass <italic>Avena fatua</italic> L. (<xref ref-type="bibr" rid="B106">Ma et&#xa0;al., 2023</xref>). <italic>Bacillus</italic> strains such as <italic>B. altitudinis</italic>, <italic>B. pumilis</italic>, <italic>B. velezensis</italic>, <italic>B. mojavensis</italic> and <italic>B. megaterium</italic> showed nematicidal activity against <italic>Meloidogyne incognita</italic> (<xref ref-type="bibr" rid="B155">Padgham and Sikora, 2007</xref>; <xref ref-type="bibr" rid="B81">Huang et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B203">Xiang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B55">El-Nagdi and Abd-El-Khair, 2019</xref>; <xref ref-type="bibr" rid="B75">Guimar&#xe3;es Pacifico et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B208">Ye et&#xa0;al., 2022</xref>) and <italic>Heterodera glycines</italic>, which threatens soybean production (<xref ref-type="bibr" rid="B42">Dalvan Do Nascimento et&#xa0;al., 2022</xref>). Cell-free culture supernatants and volatiles of <italic>B. amyloliquefaciens</italic> BV03, PTA4838 and <italic>B. velezensis</italic> MBI600 killed more than 85% of <italic>Helicotylenchus dihystera</italic> infesting soybean (<xref ref-type="bibr" rid="B30">Camatti et&#xa0;al., 2023</xref>). So even if very few products have been developed to the market scale so far, the results already available are promising for the design of bionematicides, bioinsecticides and bioherbicides based on <italic>Bacillus</italic>.</p>
</sec>
<sec id="s9" sec-type="conclusions">
<label>9</label>
<title>Conclusions</title>
<p>This review summarizes the current phytosanitary situation in the GLCCA region and the possibility of shifting to safer and more environmentally friendly alternatives to chemical pesticides for sustainable agriculture. Several diseases and pests are devastating many crops, leading to the use of chemical pesticides despite their known hazardous nature. Although pesticide regulations exist in the three countries, their implementation is problematic with one third of registered pesticides already banned from market in EU and numerous mishandling incidents. For the sake of the terrestrial and aquatic ecosystems, governments in the GLCCA need to take urgent action to mitigate the harmful effects of chemical pesticides. The regulatory systems should be reviewed and updated, and other less toxic pesticides or more sustainable control strategies should be promoted. Inspectors should be increased in number and motivation, and retailers and farmers should be made aware of pesticide regulations and the associated health and environmental risks.</p>
<p>Globally available alternatives inspired by integrated pest management (IPM), including good agricultural practices and biological control, are not widely used and/or in some cases non-existent. Although a limited number of biocontrol products are registered in the region, their use has yet to become a &#x201c;reality&#x201d;. Moreover, all available products are used against insect pests but there is no biological solution that has been developed in practical terms to fight highly prevalent fungal and bacterial diseases. Some <italic>Bacillus</italic> isolates clearly represent promising tools for the control of these microbial diseases, and their inherent ability to form resistant endospores, to grow on poor substrates such as agro-industrial residues in semi-solid systems, and their potential to secrete a vast array of bioactive secondary metabolites (<xref ref-type="bibr" rid="B94">Kumar et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B28">Bouassida et&#xa0;al., 2023</xref>) would allow designing stable, rich, and affordable formulations of products suitable for the local socio-economic context. Unfortunately, although some preliminary studies have demonstrated efficacy in controlling some important local pathogens, these <italic>Bacillus</italic>-based products are still a &#x201c;myth&#x201d; for local farmers. Efforts should be directed toward promoting the use of already available <italic>Bacillus</italic>-based products against endemic pathogens devastating crops in local farming systems. However, bioprospecting for indigenous <italic>Bacillus</italic> strains that are well-adapted to local agro-ecological conditions and retain strong biocontrol properties should be promoted to ensure sustainable plant disease management in the region. The great potential of indigenous <italic>Bacillus</italic> strains over the commercial ones has been shown, for example in the management of grapevine trunk disease (<xref ref-type="bibr" rid="B97">Langa-Lomba et&#xa0;al., 2023</xref>) and tropical fruit diseases (<xref ref-type="bibr" rid="B172">Reyes-Estebanez et&#xa0;al., 2020</xref>). Governments of the GLCCA countries should not only encourage the investment in such biocontrol products, which are virtually absent in the region, but also facilitate their registration and commercialization.</p>
</sec>
<sec id="s10" sec-type="author-contributions">
<title>Author contributions</title>
<p>GN: Conceptualization, Writing &#x2013; original draft. VKA: Conceptualization, Writing &#x2013; original draft. FN: Conceptualization, Writing &#x2013; original draft. VN: Funding acquisition, Writing &#x2013; review &amp; editing. AL: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. MO: Conceptualization, Funding acquisition, Project administration, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s11" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The work of FN and GN was supported by the Acad&#xe9;mie de Recherche et d&#x2019;Enseignement Sup&#xe9;rieur-Commission de Coop&#xe9;ration au D&#xe9;veloppement (ARES-CDD), F&#xe9;d&#xe9;ration Wallonie-Bruxelles) through the PRD instrument (Title: Vers une agriculture plus performante et durable au Burundi: application de microorganismes pour am&#xe9;liorer la sant&#xe9; et la croissance des plantes). VKA was funded by ARES-CCD through the &#x201c;Bourse exceptionnelle&#x201d; program, University of Li&#xe8;ge scholarship and by the Schlumberger Foundation Faculty for the Future program. MO is Research Director at the FRS-FNRS (National Fund for Scientific Research) in Belgium.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>A particular gratitude is toward Mr. Christian Tebila and Mr. Alex Sulu of MINAGRI-DRC and the Crop Protection Department of MINAGRI-Burundi for their helpful contribution by providing data on pesticide regulation and importation.</p>
</ack>
<sec id="s12" 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="s13" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors&#xa0;and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s14" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1349357/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1349357/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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