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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.2022.1052398</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Screening a newly developed common bean germplasm with improved resistance to ashy stem blight in multiple environments</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Viteri</surname>
<given-names>Diego M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</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/1960164"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Linares-Ram&#xed;rez</surname>
<given-names>Angela M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Agro-environmental Sciences, University of Puerto Rico, Isabela Research Substation</institution>, <addr-line>Isabela</addr-line>, <country>Puerto Rico</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Agro-environmental Sciences, University of Puerto Rico, Lajas Research Substation</institution>, <addr-line>Lajas</addr-line>, <country>Puerto Rico</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Paul Gepts, University of California, Davis, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Kelvin Kamfwa, University of Zambia, Zambia; Shailesh Pandey, Forest Research Institute (FRI), India; Christian Ademola Fatokun, International Institute of Tropical Agriculture (IITA), Nigeria</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Diego M. Viteri, <email xlink:href="mailto:diego.viteri@upr.edu">diego.viteri@upr.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Breeding, a section of the journal Frontiers in Plant Science</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2021;ORCID: Diego Viteri, <uri xlink:href="https://orcid.org/0000-0003-4490-1049">https://orcid.org/0000-0003-4490-1049</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1052398</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Viteri and Linares-Ram&#xed;rez</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Viteri and Linares-Ram&#xed;rez</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>Ashy stem blight (ASB) caused by the necrotrophic fungus <italic>Macrophomina phaseolina</italic> (Tassi) Goidanich is an important disease in common bean (<italic>Phaseolus vulgaris</italic> L.) in the Americas and worldwide. Low to intermediate levels of ASB resistance exist in cultivated and landrace genotypes of the common bean and the tertiary gene pool. However, cultivars with higher levels of resistance are not yet available. Our objectives were to 1) pyramid higher levels of resistance from multiple parent populations within the primary gene pool and 2) compare the response of the newly developed breeding lines (BL) with known sources of resistance. The BL UPR-Mp-22, UPR-Mp-34, UPR-Mp-42, and UPR-Mp-48, known sources of resistance, and susceptible checks were inoculated twice per plant with the PRI21 <italic>M. phaseolina</italic> isolate in the greenhouse and field trials conducted in Isabela and Lajas, Puerto Rico. None of the genotypes tested were resistant (mean scores 1&#x2013;3). However, the new black UPR-Mp-42 and white UPR-Mp-48 BL had an intermediate response (mean scores 4&#x2013;6) compared to white common bean genotypes &#x2018;Bella,&#x2019; NY6020-4, and &#x2018;Verano&#x2019; and black bean TARS-MST1 that were susceptible (scores &#x2265;7) in all environments. Andean genotypes A 195, PRA154, PRA155, and UPR-Mp-22 were intermediate in the greenhouse. In contrast, UPR-Mp-34 had significantly lower scores than BAT 477 that had a susceptible reaction in the greenhouse in Isabela and in the field in Lajas and SEA 5 that was susceptible in all environments. These new BL possess an enhanced ASB resistance and may be used to improve common bean cultivars or germplasms of different market classes.</p>
</abstract>
<kwd-group>
<kwd>Common bean (<italic>Phaseolus vulgaris</italic> L.)</kwd>
<kwd>
<italic>Macrophomina phaseolina</italic> (Tassi) Goid.</kwd>
<kwd>germplasm</kwd>
<kwd>partial resistance</kwd>
<kwd>fungal pathogen</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content>
</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="43"/>
<page-count count="9"/>
<word-count count="4872"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Ashy stem blight (ASB) caused by the fungus <italic>Macrophomina phaseolina</italic> (Tassi) Goidanich is an important disease in the common bean (<italic>Phaseolus vulgaris</italic> L.) in tropical and subtropical regions in the Americas and elsewhere (<xref ref-type="bibr" rid="B32">Singh and Schwartz, 2010</xref>; <xref ref-type="bibr" rid="B1">Ambachew et&#xa0;al., 2021</xref>). This plant pathogen affects roots and all aerial plant parts causing damping off, root rots, stem blight, leaf burning, and premature senescence symptoms (<xref ref-type="bibr" rid="B8">Islam et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B9">Kaur et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B11">Marquez et&#xa0;al., 2021</xref>). Yield losses over 60% in susceptible common bean genotypes were reported (<xref ref-type="bibr" rid="B16">Mayek et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B9">Kaur et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B41">Viteri and Linares, 2022</xref>). The fungus is endemic and seed-transmitted, and its sclerotia can survive in the soil up to 15 years (<xref ref-type="bibr" rid="B11">Marquez et&#xa0;al., 2021</xref>). Furthermore, different levels of aggressiveness between <italic>M. phaseolina</italic> isolates were reported (<xref ref-type="bibr" rid="B21">Miklas et&#xa0;al., 1998a</xref>; <xref ref-type="bibr" rid="B14">Mayek et&#xa0;al., 2001a</xref>; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>). Disease avoidance mechanisms such as genotypes with upright growth habit may prevent severe ASB infections in the field (<xref ref-type="bibr" rid="B41">Viteri and Linares, 2022</xref>). However, the use of germplasm with higher levels of resistance is crucial, since fungicide applications do not provide an adequate control for this pathogen (<xref ref-type="bibr" rid="B32">Singh and Schwartz, 2010</xref>; <xref ref-type="bibr" rid="B11">Marquez et&#xa0;al., 2021</xref>).</p>
<p>Low to higher levels of ASB resistance have been reported in the common bean and tepary bean (<italic>Phaseolus acutifolius</italic> A. Gray) (<xref ref-type="bibr" rid="B21">Miklas et&#xa0;al., 1998a</xref>; <xref ref-type="bibr" rid="B15">Mayek et&#xa0;al., 2001b</xref>; <xref ref-type="bibr" rid="B25">Pastor-Corrales and Abawi, 1988</xref>; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>). Furthermore, the resistance to ASB can be inherited qualitatively or quantitatively depending of the genotypes used, plant organ evaluated, environment, virulence of the isolate, and/or methodology of the screening used (<xref ref-type="bibr" rid="B24">Olaya et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B22">Miklas et&#xa0;al., 1998b</xref>; <xref ref-type="bibr" rid="B40">Viteri and Linares, 2019</xref>). For instance, common bean genotypes A 195, &#x2018;Badillo,&#x2019; NY6020-4, PRA154, and PRA155 were reported with partial ASB resistance (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>). Likewise, BAT breeding lines (BL) (e.g., BAT 85, 332, 477, 1651), black common bean genotypes, &#x2018;Negro Tacan&#xe1;,&#x2019; &#x2018;Negro Perla,&#x2019; TARSMST-1, and XAN 176, red-mottled cultivars &#x2018;PC 50&#x2019; and &#x2018;San Cristobal 83,&#x2019; and landraces from the Dominican Republic were reported to have intermediate and higher levels of resistance (<xref ref-type="bibr" rid="B6">Echavez-Badel and Beaver, 1987</xref>; <xref ref-type="bibr" rid="B25">Pastor-Corrales and Abawi, 1988</xref>; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>). Also, tepary bean accessions Mex-114, PI 440806, and PI 321637 were reported with higher levels of ASB resistance (<xref ref-type="bibr" rid="B21">Miklas et&#xa0;al., 1998a</xref>). Within the common bean gene pool, five quantitative trait loci (QTL) located on chromosomes Pv04, Pv06, Pv07, and Pv08 and derived from XAN 176 conferred field resistance in the Dorado/XAN 176 common bean population (<xref ref-type="bibr" rid="B22">Miklas et&#xa0;al., 1998b</xref>). Likewise, <xref ref-type="bibr" rid="B13">Mayek et&#xa0;al. (2009)</xref> and <xref ref-type="bibr" rid="B18">M&#xe9;ndez et&#xa0;al. (2017)</xref> identified that two complementary genes and nine QTL on Pv03, Pv05, Pv06, Pv08, Pv09, and Pv10 chromosomes derived from BAT 477 provided field resistance in the UI-114/BAT 477 recombinant inbred line population. Conversely, two complementary genes, namely, <italic>Mp-1</italic> and <italic>Mp-2</italic>, conferred resistance in the A-70/BAT 477 cross in a controlled environment, and these genes were also derived from BAT 477 (<xref ref-type="bibr" rid="B24">Olaya et&#xa0;al., 1996</xref>). More recently, <xref ref-type="bibr" rid="B40">Viteri and Linares (2019)</xref> reported that two complementary recessive genes and one recessive gene conferred resistance to ASB in the PC 50/&#x2019;Othello&#x2019; and Badillo/PR1144-5 populations, respectively, in the greenhouse by the cut-stem method. These genes were apparently derived from Andean genotypes Badillo and PC 50. In the same study, one dominant gene conferred resistance in the A 195/PC 50 population.</p>
<p>Breeding for ASB resistance has been limited compared to other necrotrophic fungi such as <italic>Sclerotinia sclerotirum</italic> L. de Bary (the causal agent of white mold) from which diverse germplasms have been released in the last years (<xref ref-type="bibr" rid="B29">Schwartz and Singh, 2013</xref>; <xref ref-type="bibr" rid="B33">Singh et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Singh et&#xa0;al., 2017</xref>). The cream-colored BAT 477 BL and Negro Tacan&#xe1; and red-mottled San Cristobal 83 cultivars were the only genotypes used to develop the common bean germplasms with resistance to soilborne fungi, including <italic>M. phaseolina</italic>, and drought and heat tolerance. For example, SEA 3 and SEA 5 BL were developed from the multiple parent crosses BAT 477/San Cristobal 83//BAT 93/&#x2018;Jalo EEP 558&#x2019; and BAT 477/San Cristobal 83//&#x2018;Guanajuato 31&#x2019;/&#x2018;Rio Tibagi,&#x2019; respectively (<xref ref-type="bibr" rid="B36">Singh et&#xa0;al., 2001</xref>). Likewise, <xref ref-type="bibr" rid="B26">Porch et&#xa0;al. (2012)</xref> developed the TARS-MST1 black common bean with ASB resistance from the single cross Negro Tacan&#xe1;/VAX 6. However, the development of a new germplasm combining genotypes from the Andean (e.g., A 195, PC 50, PRA154, and PRA155) and Middle American races of the common bean is necessary to increase the levels of ASB resistance. The objectives of this research were to 1) develop BL with improved resistance to ASB and 2) compare the response of the newly developed BL with known sources of resistance.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Development of breeding lines with pyramided ashy stem blight resistance</title>
<p>The UPR-Mp-22 BL was generated from A 195/PC 50//PRA155, while UPR-Mp-34 was selected from A 195/PC 50//SEA 5 common bean crosses. The UPR-Mp-42 and UPR-Mp-48 BL were developed from the cross BAT 477/NY6020-4//PRA154. Of the seven parents used in these triple crosses, Andean common beans A 195 (<xref ref-type="bibr" rid="B37">Singh et&#xa0;al., 2007</xref>), PC 50 (<xref ref-type="bibr" rid="B27">Saladin et&#xa0;al., 2000</xref>), NY6020-4 (<xref ref-type="bibr" rid="B19">Miklas and Delorme, 2003</xref>), PRA154, and PRA155 (<xref ref-type="bibr" rid="B34">Singh et&#xa0;al., 2017</xref>) possess growth habit type I (<xref ref-type="bibr" rid="B30">Singh, 1982</xref>) and have low to partial levels of ASB resistance (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; <xref ref-type="bibr" rid="B42">Viteri et&#xa0;al., 2019</xref>). Likewise, these Andean genotypes were reported to have intermediate to higher levels of resistance to white mold (<xref ref-type="bibr" rid="B43">Viteri et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B34">Singh et&#xa0;al., 2017</xref>). BAT 477 (<xref ref-type="bibr" rid="B41">Viteri and Linares, 2022</xref>) and SEA 5 (<xref ref-type="bibr" rid="B36">Singh et&#xa0;al., 2001</xref>) have growth habit type III (<xref ref-type="bibr" rid="B30">Singh, 1982</xref>) and were reported with low to high levels of resistance to <italic>M. phaseolina</italic> (<xref ref-type="bibr" rid="B25">Pastor-Corrales and Abawi, 1988</xref>; <xref ref-type="bibr" rid="B24">Olaya et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B36">Singh et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B18">M&#xe9;ndez et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; <xref ref-type="bibr" rid="B42">Viteri et&#xa0;al., 2019</xref>).</p>
</sec>
<sec id="s2_2">
<title>Ashy stem blight screening in the greenhouse</title>
<p>An average of 55 F<sub>1</sub> seeds of A 195/PC 50 and BAT 477/NY6020-4 were developed at the Isabela Research Substation at the University of Puerto Rico in January 2017. Four cycles of ASB screening from the F<sub>1</sub> to F<sub>4</sub> for both populations were conducted in May and September 2017 and February and September 2018 in greenhouses at the Isabela and Lajas Research Substations. A completely random design without replication was used in each cycle. One seed of each genotype was planted in 16-cm-diameter plastic pots containing Pro-Mix BX at pH 5.9. Plants were inoculated at the fourth internode by the cut-stem method (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; <xref ref-type="bibr" rid="B42">Viteri et&#xa0;al., 2019</xref>) with the PRI16 isolate for the screening of the F<sub>1</sub> and F<sub>2</sub> and with the PRI18 isolate for the F<sub>3</sub> and F<sub>4</sub>. Only resistant plants (scores &#x2264;3; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; see below) to both <italic>M. phaseolina</italic> isolates were selected at harvest and advanced to the next generation by the pedigree method. The F<sub>4:5</sub> resistant plants of the A 195/PC 50 population were crossed with SEA 5 and PRA155 genotypes, while the BAT 477/NY6020-4 F<sub>4:5</sub> resistant plants were crossed with the Andean common bean PRA154 in February 2019 in Isabela. Resistant plants of PRA154, PRA155, and SEA 5 BL to one inoculation of PRI18 isolate were also selected to develop the triple crosses by the gamete selection breeding method (<xref ref-type="bibr" rid="B31">Singh, 1994</xref>). An average of 70 F<sub>1</sub> seeds were produced for each population. One seed of the F<sub>1</sub> for the crosses A 195/PC 50//PRA155, A 195/PC 50//SEA 5, and BAT 477/NY6020-4//PRA154 was planted in a plastic pot as mentioned previously, and each plant was inoculated with the PRI19 isolate in May 2019 in Isabela, while each plant from the F<sub>2</sub> to F<sub>5</sub> was inoculated twice with the PRI19 and PRL19 isolates (similar as the methodology described in the comparative greenhouse and field trials section) in September 2019 and January, May, and September 2020 in Lajas. Resistant plants from each cross were selected and advanced in each generation by the pedigree method in the greenhouse. The F<sub>5:6</sub> resistant plants of each population were used to develop the UPR-Mp-22, UPR-Mp-34, UPR-Mp-42, and UPR-Mp-48 BL. Furthermore, selection of plants with cream mottled (&#x2018;cranberry&#x2019; type), cream, black, and white seed coat colors was conducted for UPR-Mp-22, UPR-Mp-34, UPR-Mp-42, and UPR-Mp-48 BL, respectively, from the F<sub>3</sub> to F<sub>6</sub>. It is important to mention that all greenhouses had the optimum environment (i.e., high mean day temperatures &gt;26&#xb0;C and moisture ranged from 50% to 70% after the inoculation; <xref ref-type="bibr" rid="B25">Pastor-Corrales and Abawi, 1988</xref>; <xref ref-type="bibr" rid="B12">Mayek et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B41">Viteri and Linares, 2022</xref>) to promote a higher ASB pressure. In addition, susceptible checks such as white bean &#x2018;Ben&#xed;quez&#x2019; and pinto &#x2018;Othello&#x2019; were used in all of the greenhouse screening. In fact, these cultivars were highly susceptible (mean scores between 8 and 9) to all of the <italic>M. phaseolina</italic> isolates used.</p>
</sec>
<sec id="s2_3">
<title>Comparative greenhouse and field trials</title>
<p>The newly developed UPR-Mp-22, UPR-Mp-34, UPR-Mp-42, and UPR-Mp-48 BL with partial resistance to ASB along with their resistance donor parents, black BL TARS-MST1 and XAN 176 reported with resistance to <italic>M. phaseolina</italic> (<xref ref-type="bibr" rid="B22">Miklas et&#xa0;al., 1998b</xref>; <xref ref-type="bibr" rid="B26">Porch et&#xa0;al., 2012</xref>), and susceptible white cultivars &#x2018;Bella&#x2019; and &#x2018;Verano&#x2019; (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; <xref ref-type="bibr" rid="B40">Viteri and Linares, 2019</xref>) were evaluated in the greenhouse and the field in Isabela and Lajas in 2021. One inoculation of the PRI21 <italic>M. phaseolina</italic> isolate at the fourth internode was conducted at ~21 days after planting. A second inoculation was carried out in a lateral branch close to the base of the main stem 10 days later. A 200-&#x3bc;l Eppendorf tip stacked with four mycelial plugs from 48-h-old <italic>M. phaseolina</italic> culture grown at 28&#xb0;C on potato dextrose agar at 12:12 h (light: dark) was used for each inoculation. A randomized complete block design with four and three replications were used for the greenhouse and field trials, respectively, conducted in April and May in Isabela and in February and September 2021 in Lajas. In the greenhouse screening, four plants of each genotype (i.e., two seeds planted in a 16-cm-diameter plastic pot containing Pro-Mix BX) per replication were used under the environmental conditions described in the previous section. For the field trials, 20 seeds of each genotype were planted in rows of 1.5&#xa0;m per replication. The distance between rows (genotypes) were 0.8&#xa0;m. Isabela is located at 126&#xa0;m above sea level and has Oxisol soils, mean annual precipitation of 1,592 mm, and an average relative humidity of 70% (<xref ref-type="bibr" rid="B23">Mu&#xf1;oz et&#xa0;al., 2018</xref>). Lajas is located at 9&#xa0;m above sea level and has soils belonging to the Mollisol and Vertisol orders, an annual precipitation of 1,143 mm, and an average relative humidity of 80% (<xref ref-type="bibr" rid="B23">Mu&#xf1;oz et&#xa0;al., 2018</xref>). Both locations had prolonged periods of high temperatures (&gt;27&#xb0;C) (<xref ref-type="bibr" rid="B41">Viteri and Linares, 2022</xref>) at the time of inoculations that promoted a severe ASB pressure in the field. Ten plants on the central rows were inoculated twice with the PRI21 isolate following the methodology described previously.</p>
<p>The disease severity was evaluated at 42 and 21 days after the second inoculation in the greenhouse and the field, respectively. A 1&#x2013;9 scale was used, where 1 = no sign of <italic>M. phaseolina</italic> infection, 3 = the fungus did not pass the first node above or below the point of the inoculation, 5 = the pathogen passed the first node above or below the point of the inoculation and infected the internode no more than the 50%, 6 = <italic>M. phaseolina</italic> reached the second node above or below the point of the inoculation, 7 = the fungus infection reached the second node above or below the stem, and 9 = the pathogen passed the third node above or below the point of the inoculation causing plant death in most of the cases (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>). The higher scores between the two inoculations conducted in each plant were used to measure the response of the genotypes to PRI21 isolate and for the statistical analysis. Furthermore, genotypes with mean scores of 1&#x2013;3 were considered resistant, 4&#x2013;6 were intermediate, and 7&#x2013;9 were susceptible (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The ashy stem blight disease was scored at 42 and 21 days post inoculation in the greenhouse and the field, respectively, using a 1&#x2013;9 scale, where 1&#x2013;3 = resistant, 4&#x2013;6 = intermediate, and 7&#x2013;9 = susceptible. <bold>A</bold>, score 3; <bold>B</bold>, score 5; <bold>C</bold>, score 6; and <bold>D</bold>, score 9.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1052398-g001.tif"/>
</fig>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>A combined analysis of variance was performed for the ASB severity to determine the effect of the genotype, location, and their interactions for the greenhouse and the field. A mixed model was used for data analysis where the common bean genotypes and locations were treated as fixed effects, while replications were considered as random effects (<xref ref-type="bibr" rid="B17">McIntosh, 1983</xref>). Also, Bartlett&#x2019;s test for homogeneity of variances (<xref ref-type="bibr" rid="B5">Cordeiro, 1983</xref>) was performed for the severity in each location and environment, and a Fisher&#x2019;s least significant difference at <italic>P</italic> &#x2264; 0.05 was calculated to discriminate differences among genotypes. Data were analyzed using SAS 9.4 PROC GLM (<xref ref-type="bibr" rid="B28">SAS Institute, 2012</xref>). Furthermore, the disease range and percentages of resistant plants for each genotype were also calculated in the greenhouse and the field.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>Mean squares for the genotype and the interaction genotype &#xd7; location were significant (<italic>P</italic> &#x2264; 0.05) for the ASB severity in the greenhouse and the field. Conversely, there were no significant differences (<italic>P</italic> &#x2265; 0.05) for location for the two environments (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Variances for the data analyzed from the two locations were not homogeneous in the greenhouse (<italic>&#x3c7;</italic>&#xb2; = 16.16; <italic>P</italic> &#x2264; 0.0001) and the field (<italic>&#x3c7;</italic>&#xb2; = 15.31; <italic>P</italic> &#x2264; 0.0001), and therefore, the data for the ASB severity were presented separately in each location.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Combined analysis of variance for ashy stem blight [caused by <italic>Macrophomina phaseolina</italic> (Tassi) Goidanich] severity for 15 common bean (<italic>Phaseolus vulgaris</italic> L.) genotypes evaluated in the greenhouse and the field in Isabela and Lajas, Puerto Rico, in 2021.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Source</th>
<th valign="top" align="center">df</th>
<th valign="top" align="center">df</th>
<th valign="top" colspan="2" align="center">Mean squares</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Greenhouse</th>
<th valign="top" align="center">Field</th>
<th valign="top" align="center">Severity (Greenhouse)</th>
<th valign="top" align="center">Severity (Field)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Location (L)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">7.01<sup>ns</sup>
</td>
<td valign="top" align="center">3.03<sup>ns</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Replication (Location)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">9.78*</td>
<td valign="top" align="center">7.49***</td>
</tr>
<tr>
<td valign="top" align="left">Genotype (G)</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">69.45***</td>
<td valign="top" align="center">25.25***</td>
</tr>
<tr>
<td valign="top" align="left">G &#xd7; L</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">7.37*</td>
<td valign="top" align="center">7.01***</td>
</tr>
<tr>
<td valign="top" align="left">Error</td>
<td valign="top" align="center">444</td>
<td valign="top" align="center">866</td>
<td valign="top" align="center">4.29</td>
<td valign="top" align="center">3.52</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*Significant at the 0.05 probability level. *** Significant at the 0.01 probability level. ns, nonsignificant.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Resistant genotypes (scores &#x2264;3) were not identified in this study. In fact, the disease range in each genotype varied from resistant to susceptible plants (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Nonetheless, the UPR-Mp-22, UPR-Mp-34, PRA154, and PRA155 genotypes had &gt;35% of resistant plants to PRI21 <italic>M. phaseolina</italic> isolate in the greenhouse in Isabela and Lajas (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). In contrast, UPR-Mp-22 reached close to 30% of resistant plants in the field in both locations, while UPR-Mp-42 and PRA155 had &gt;55% of resistant plants in the field evaluation in Lajas (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Disease range and percentages of ashy stem blight-resistant plants for four pyramided common bean (<italic>Phaseolus vulgaris</italic> L.) breeding lines, their parents/known sources of resistance, and susceptible checks evaluated against PRI21 <italic>Macrophomina phaseolina</italic> (Tassi) Goidanich isolate at 42 and 21 days after inoculation in the greenhouse and the field in Isabela and Lajas, Puerto Rico, in 2021.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Genotype</th>
<th valign="top" colspan="5" align="center">Greenhouse</th>
<th valign="top" colspan="6" align="center">Field</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="2" align="center">Isabela (April)</th>
<th valign="top" colspan="2" align="center">Lajas (February)</th>
<th valign="top" align="center">
</th>
<th valign="top" colspan="3" align="center">Isabela (May)</th>
<th valign="top" colspan="2" align="center">Lajas (September)</th>
<th valign="top" align="center">
</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Disease range</th>
<th valign="top" align="center">Resistant plants (%)</th>
<th valign="top" align="center">Disease range</th>
<th valign="top" align="center">Resistant plants (%)</th>
<th valign="top" align="center">Mean (%)</th>
<th valign="top" colspan="2" align="center">Disease range</th>
<th valign="top" align="center">Resistant plants (%)</th>
<th valign="top" align="center">Disease range</th>
<th valign="top" align="center">Resistant plants (%)</th>
<th valign="top" align="center">Mean (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="12" align="left">
<italic>New breeding lines with partial resistance to ashy stem blight</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-22</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">43.8</td>
<td valign="top" align="center">3-6</td>
<td valign="top" align="center">62.5</td>
<td valign="top" align="center">53.2</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">33.3</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">30.0</td>
<td valign="top" align="center">31.7</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-34</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">68.8</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">56.3</td>
<td valign="top" align="center">62.6</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">10.0</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">63.3</td>
<td valign="top" align="center">36.7</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-42</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">43.8</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">37.5</td>
<td valign="top" align="center">40.7</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">30.0</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">16.7</td>
<td valign="top" align="center">23.4</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-48</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">43.8</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">56.3</td>
<td valign="top" align="center">50.1</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">16.7</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">20.0</td>
<td valign="top" align="center">18.4</td>
</tr>
<tr>
<td valign="top" colspan="12" align="left">
<italic>Parental genotypes and breeding lines reported with resistance to ashy stem blight</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">A 195</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">56.3</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">37.5</td>
<td valign="top" align="center">46.9</td>
<td valign="top" colspan="2" align="center">2-9</td>
<td valign="top" align="center">26.7</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">10.0</td>
<td valign="top" colspan="2" align="center">18.4</td>
</tr>
<tr>
<td valign="top" align="left">BAT 477</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">6.3</td>
<td valign="top" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">3.2</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">6.7</td>
<td valign="top" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" colspan="2" align="center">3.4</td>
</tr>
<tr>
<td valign="top" align="left">NY6020-4</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">18.8</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">6.3</td>
<td valign="top" align="center">12.6</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">3.3</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">3.3</td>
<td valign="top" colspan="2" align="center">3.3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2018;PC 50&#x2019;</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">43.8</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">25.0</td>
<td valign="top" align="center">34.4</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">16.7</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">10.0</td>
<td valign="top" colspan="2" align="center">13.4</td>
</tr>
<tr>
<td valign="top" align="left">PRA154</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">68.8</td>
<td valign="top" align="center">3-7</td>
<td valign="top" align="center">37.5</td>
<td valign="top" align="center">53.2</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">23.3</td>
<td valign="top" align="center">2-9</td>
<td valign="top" align="center">40.0</td>
<td valign="top" colspan="2" align="center">31.7</td>
</tr>
<tr>
<td valign="top" align="left">PRA155</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">37.5</td>
<td valign="top" align="center">3-7</td>
<td valign="top" align="center">56.3</td>
<td valign="top" align="center">46.9</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">16.7</td>
<td valign="top" align="center">2-7</td>
<td valign="top" align="center">60.0</td>
<td valign="top" colspan="2" align="center">38.4</td>
</tr>
<tr>
<td valign="top" align="left">SEA 5</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">12.5</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">18.8</td>
<td valign="top" align="center">15.7</td>
<td valign="top" colspan="2" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" colspan="2" align="center">0.0</td>
</tr>
<tr>
<td valign="top" align="left">TARS-MST1</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">25.0</td>
<td valign="top" align="center">7-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">12.5</td>
<td valign="top" colspan="2" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" colspan="2" align="center">0.0</td>
</tr>
<tr>
<td valign="top" align="left">XAN 176</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">6.3</td>
<td valign="top" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">3.2</td>
<td valign="top" colspan="2" align="center">3-9</td>
<td valign="top" align="center">16.7</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">6.7</td>
<td valign="top" colspan="2" align="center">11.7</td>
</tr>
<tr>
<td valign="top" colspan="12" align="left">
<italic>Susceptible checks</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2018;Bella&#x2019;</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">18.8</td>
<td valign="top" align="center">4-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">9.4</td>
<td valign="top" align="center">4-9</td>
<td valign="top" colspan="2" align="center">0.0</td>
<td valign="top" align="center">6-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">0.0</td>
</tr>
<tr>
<td valign="top" align="left">&#x2018;Verano&#x2019;</td>
<td valign="top" align="center">3-9</td>
<td valign="top" align="center">6.3</td>
<td valign="top" align="center">7-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">3.2</td>
<td valign="top" align="center">4-9</td>
<td valign="top" colspan="2" align="center">0.0</td>
<td valign="top" align="center">5-9</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">0.0</td>
</tr>
<tr>
<td valign="top" align="left">Mean</td>
<td valign="top" align="center">&#x2026;</td>
<td valign="top" align="center">33.4</td>
<td valign="top" align="center">&#x2026;</td>
<td valign="top" align="center">26.3</td>
<td valign="top" align="center">29.9</td>
<td valign="top" align="center">&#x2026;</td>
<td valign="top" colspan="2" align="center">13.3</td>
<td valign="top" align="center">&#x2026;</td>
<td valign="top" align="center">17.3</td>
<td valign="top" align="center">15.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>With regard to the ASB severity, UPR-Mp-42 and UPR-Mp-48 had an intermediate response (4&#x2013;6) compared to white common bean genotypes Bella, NY6020-4, and Verano and black bean TARS-MST1 that were susceptible (scores &#x2265;7) in all environments. XAN 176 had an intermediate response in the evaluations conducted in Isabela; however, it was susceptible in Lajas (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The overall mean scores of the BL UPR-Mp-22 and Andean genotypes A 195, PRA154, and PRA155 were intermediate in all environments. In contrast, UPR-Mp-34 had significantly lower scores than BAT 477 that had a susceptible reaction in the greenhouse in Isabela and in the field in Lajas and SEA 5 that was susceptible in all environments (<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>Growth habit, seed color, and ashy stem blight mean scores for four pyramided common bean (<italic>Phaseolus vulgaris</italic> L.) breeding lines, their parents/known sources of resistance, and susceptible checks evaluated against PRI21 <italic>Macrophomina phaseolina</italic> (Tassi) Goidanich isolate at 42 and 21 days after inoculation in the greenhouse and the field in Isabela and Lajas, Puerto Rico, in 2021.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Genotype</th>
<th valign="top" align="center">Growth habit<xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</th>
<th valign="top" align="center">Seed color</th>
<th valign="top" colspan="2" align="center">Greenhouse</th>
<th valign="top" align="center">
</th>
<th valign="top" colspan="2" align="center">Field</th>
<th valign="top" colspan="2" align="center">
</th>
</tr>
<tr>
<th valign="top" align="left">
</th>
<th valign="top" align="center">
</th>
<th valign="top" align="center">
</th>
<th valign="top" align="center">Isabela April</th>
<th valign="top" align="center">Lajas February</th>
<th valign="top" align="center">
</th>
<th valign="top" align="center">Isabela May</th>
<th valign="top" align="center">Lajas September</th>
<th valign="top" colspan="2" align="center">
</th>
</tr>
<tr>
<th valign="top" align="left">
</th>
<th valign="top" align="center">
</th>
<th valign="top" align="center">
</th>
<th valign="top" colspan="2" align="center">Severity</th>
<th valign="top" align="center">Mean</th>
<th valign="top" colspan="2" align="center">Severity</th>
<th valign="top" colspan="2" align="center">Mean</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="7" align="left">
<italic>New breeding lines with partial resistance to ashy stem blight</italic>
</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-22</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">Cream-mottled</td>
<td valign="top" align="center">4.6</td>
<td valign="top" align="center">3.8</td>
<td valign="top" align="center">4.2</td>
<td valign="top" align="center">5.0</td>
<td valign="top" align="center">4.5</td>
<td valign="top" colspan="2" align="center">4.8</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-34</td>
<td valign="top" align="center">III</td>
<td valign="top" align="left">Cream-colored</td>
<td valign="top" align="center">3.9</td>
<td valign="top" align="center">3.9</td>
<td valign="top" align="center">3.9</td>
<td valign="top" align="center">6.0</td>
<td valign="top" align="center">4.1</td>
<td valign="top" colspan="2" align="center">5.0</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-42</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">5.3</td>
<td valign="top" align="center">5.4</td>
<td valign="top" align="center">5.3</td>
<td valign="top" align="center">5.0</td>
<td valign="top" align="center">4.9</td>
<td valign="top" colspan="2" align="center">5.0</td>
</tr>
<tr>
<td valign="top" align="left">UPR-Mp-48</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">White</td>
<td valign="top" align="center">4.2</td>
<td valign="top" align="center">4.4</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">5.9</td>
<td valign="top" align="center">4.7</td>
<td valign="top" colspan="2" align="center">5.3</td>
</tr>
<tr>
<td valign="top" colspan="10" align="left">
<italic>Parental genotypes and breeding lines reported with resistance to ashy stem blight</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">A 195</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">Beige opaque</td>
<td valign="top" align="center">3.8</td>
<td valign="top" align="center">4.6</td>
<td valign="top" align="center">4.2</td>
<td valign="top" align="center">5.7</td>
<td valign="top" align="center">6.4</td>
<td valign="top" colspan="2" align="center">6.1</td>
</tr>
<tr>
<td valign="top" align="left">BAT 477</td>
<td valign="top" align="center">III</td>
<td valign="top" align="left">Cream-colored</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">6.4</td>
<td valign="top" align="center">6.8</td>
<td valign="top" align="center">6.4</td>
<td valign="top" align="center">7.3</td>
<td valign="top" colspan="2" align="center">6.8</td>
</tr>
<tr>
<td valign="top" align="left">NY6020-4</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">White</td>
<td valign="top" align="center">7.0</td>
<td valign="top" align="center">7.3</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">6.7</td>
<td valign="top" align="center">7.8</td>
<td valign="top" colspan="2" align="center">7.3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2018;PC 50&#x2019;</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">Red-mottled</td>
<td valign="top" align="center">4.1</td>
<td valign="top" align="center">4.8</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="center">6.3</td>
<td valign="top" align="center">6.7</td>
<td valign="top" colspan="2" align="center">6.5</td>
</tr>
<tr>
<td valign="top" align="left">PRA154</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">Beige-mottled</td>
<td valign="top" align="center">4.1</td>
<td valign="top" align="center">4.4</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">5.1</td>
<td valign="top" align="center">4.6</td>
<td valign="top" colspan="2" align="center">4.8</td>
</tr>
<tr>
<td valign="top" align="left">PRA155</td>
<td valign="top" align="center">I</td>
<td valign="top" align="left">Cream with black spots</td>
<td valign="top" align="center">5.9</td>
<td valign="top" align="center">4.0</td>
<td valign="top" align="center">5.0</td>
<td valign="top" align="center">6.4</td>
<td valign="top" align="center">3.9</td>
<td valign="top" colspan="2" align="center">5.2</td>
</tr>
<tr>
<td valign="top" align="left">SEA 5</td>
<td valign="top" align="center">III</td>
<td valign="top" align="left">Cream-colored</td>
<td valign="top" align="center">7.0</td>
<td valign="top" align="center">6.6</td>
<td valign="top" align="center">6.8</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">7.7</td>
<td valign="top" colspan="2" align="center">7.4</td>
</tr>
<tr>
<td valign="top" align="left">TARS-MST1</td>
<td valign="top" align="center">II</td>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">7.0</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="center">7.8</td>
<td valign="top" align="center">7.3</td>
<td valign="top" align="center">8.7</td>
<td valign="top" colspan="2" align="center">8.0</td>
</tr>
<tr>
<td valign="top" align="left">XAN 176</td>
<td valign="top" align="center">III</td>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">6.2</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">6.6</td>
<td valign="top" align="center">6.1</td>
<td valign="top" align="center">7.5</td>
<td valign="top" colspan="2" align="center">6.8</td>
</tr>
<tr>
<td valign="top" colspan="9" align="left">
<italic>Susceptible checks</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2018;Bella&#x2019;</td>
<td valign="top" align="center">II</td>
<td valign="top" align="left">White</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">7.6</td>
<td valign="top" align="center">7.4</td>
<td valign="top" align="center">7.0</td>
<td valign="top" align="center">8.6</td>
<td valign="top" colspan="2" align="center">7.8</td>
</tr>
<tr>
<td valign="top" align="left">&#x2018;Verano&#x2019;</td>
<td valign="top" align="center">II</td>
<td valign="top" align="left">White</td>
<td valign="top" align="center">7.0</td>
<td valign="top" align="center">9.0</td>
<td valign="top" align="center">8.0</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="center">8.0</td>
<td valign="top" colspan="2" align="center">7.8</td>
</tr>
<tr>
<td valign="top" align="left">Mean</td>
<td valign="top" align="center">&#x2026;</td>
<td valign="top" align="left">&#x2026;</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">5.9</td>
<td valign="top" align="center">5.8</td>
<td valign="top" align="center">6.2</td>
<td valign="top" align="center">6.4</td>
<td valign="top" colspan="2" align="center">6.3</td>
</tr>
<tr>
<td valign="top" align="left">LSD (<italic>P</italic> &#x2264; 0.05)</td>
<td valign="top" align="center">&#x2026;</td>
<td valign="top" align="left">&#x2026;</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">1.2</td>
<td valign="top" align="center">1.0</td>
<td valign="top" align="center">1.0</td>
<td valign="top" align="center">0.9</td>
<td valign="top" colspan="2" align="center">0.8</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT3_1">
<label>a</label>
<p>Growth habit, where I = determinate upright, II = indeterminate upright, III = indeterminate prostrate semiclimbing (<xref ref-type="bibr" rid="B30">Singh, 1982</xref>).</p>
</fn>
<fn>
<p>Ashy stem blight disease severity was scored on a 1&#x2013;9 scale, where 1&#x2013;3 = resistant, 4&#x2013;6 = intermediate, and 7&#x2013;9 = susceptible (<xref ref-type="bibr" rid="B39">Viteri &amp; Linares, 2017</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Genetics and breeding for resistance to ASB disease have been conducted for more than 20 years in the United States and worldwide (<xref ref-type="bibr" rid="B24">Olaya et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B22">Miklas et&#xa0;al., 1998b</xref>; <xref ref-type="bibr" rid="B15">Mayek et&#xa0;al., 2001b</xref>; <xref ref-type="bibr" rid="B18">M&#xe9;ndez et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B25">Pastor-Corrales and Abawi, 1988</xref>; <xref ref-type="bibr" rid="B40">Viteri and Linares, 2019</xref>). However, common bean BL and cultivars with enhanced levels of resistance are not yet available. One of the reasons may be because the breeding against ASB has been focused only on Middle American beans that possess tolerance to heat and drought (<xref ref-type="bibr" rid="B38">Urrea et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B4">Beebe et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B1">Ambachew et&#xa0;al., 2021</xref>) and the severity of <italic>M. phaseolina</italic> increases in these environments (<xref ref-type="bibr" rid="B7">Frahm et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B12">Mayek et&#xa0;al., 2002</xref>). In fact, BAT 477 and Negro Tacan&#xe1; were used as donor parents to improve the resistance to <italic>M. phaseolina</italic> and tolerance to the aforementioned abiotic stresses in the SEA 5 and TARS-MST1 BL, respectively (<xref ref-type="bibr" rid="B36">Singh et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B26">Porch et&#xa0;al., 2012</xref>). Unfortunately, these two genotypes were susceptible to ASB in this research and a previous study using mechanical inoculations (<xref ref-type="bibr" rid="B42">Viteri et&#xa0;al., 2019</xref>). Thus, QTL associated with tolerance to heat and drought may not necessarily provide or have a major effect against <italic>M. phaseolina</italic>. Further research is necessary to tag and identify new resistant QTL in Andean genotypes as the new QTL on Pv07 and Pv09 chromosomes derived from PRA154 and PC 50, respectively (Viteri, non-published information). Furthermore, the presence of avoidance mechanisms in some genotypes (e.g., TARS-MST1, Bella, and Verano) (<xref ref-type="bibr" rid="B41">Viteri and Linares, 2022</xref>) and the uneven dispersion of <italic>M. phaseolina</italic> inoculum in the field (<xref ref-type="bibr" rid="B6">Echavez-Badel and Beaver, 1987</xref>) may cause a lower ASB severity or an escape under natural infections and, thus, a misidentification of resistant genotypes.</p>
<p>Our emphasis in this study was to obtain an enhanced ASB resistance in BL developed from multiple parent crosses between the common bean races combining the pedigree and gamete selection techniques (<xref ref-type="bibr" rid="B31">Singh, 1994</xref>). In fact, our results and previous studies (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; <xref ref-type="bibr" rid="B40">Viteri and Linares, 2019</xref>) showed that the Andean beans had higher levels of resistance than Middle American genotypes. Furthermore, the improved resistance in the new BL (mostly derived from the Andean race) was significant compared with their counterparts of the same market classes. For instance, the genetic gain for ASB resistance of the new UPR-Mp-34 BL (A 195/PC 50//SEA 5) varied from 27% to 33% compared to BAT 477 and SEA 5, respectively, in the field, while it was close to 42% in the greenhouse. Likewise, UPR-Mp-42 reached a genetic gain for resistance to <italic>M. phaseolina</italic> close to 23% compared with XAN 176 in both environments, while these values increased to 32% and 38% compared to TARS-MST1 in the greenhouse and the field, respectively. Within the white beans, the most important market class in Puerto Rico (<xref ref-type="bibr" rid="B3">Beaver et&#xa0;al., 2020</xref>), UPR-Mp-48 (BAT 477/NY6020-4//PRA154), had a genetic gain for resistance to this fungus between 42% and 50% in the greenhouse and 32% in the field than cultivars Bella and Verano. To the best of our knowledge, UPR-Mp-48 is the first white bean germplasm with intermediate resistance to ASB and determinate growth habit Type I (<xref ref-type="bibr" rid="B30">Singh, 1982</xref>). Both of these traits should be introgressed into Bella cultivar that possesses indeterminate growth habit Type II and resistance to the <italic>Bean common mosaic virus</italic>, <italic>Bean common mosaic necrosis virus</italic>, <italic>Bean golden yellow mosaic virus</italic>, common bacterial blight [caused by <italic>Xanthomonas campestris</italic> pv. <italic>phaseoli</italic> Smith (Dye)], and web blight [caused by the fungus <italic>Thanatephorus cucumeris</italic> (Frank). Donk (anamorph: <italic>Rhizoctonia solani</italic> K&#xfc;hn)] (<xref ref-type="bibr" rid="B2">Beaver et&#xa0;al., 2018</xref>). With this, new cultivars for mechanical harvesting and with resistance to multiple diseases can be developed. Likewise, UPR-Mp-42 may be used to incorporate genes/QTL for ASB resistance and determinate growth habit Type I (<xref ref-type="bibr" rid="B30">Singh, 1982</xref>) into susceptible black bean genotypes (e.g., &#x2018;Zorro&#x2019;; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>) or TARS-MST1 that also possesses partial resistance to common bacterial blight (<xref ref-type="bibr" rid="B10">Kelly et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B26">Porch et&#xa0;al., 2012</xref>).</p>
<p>With regard to the crosses between Andean common beans, there was not a significant genetic gain for resistance of UPR-Mp-22 (A 195/PC 50//PRA155) compared to the reaction of its parents and PRA154 separately; in general, an intermediate response was observed. However, the developed UPR-Mp-22 belongs to the cranberry type, considered an important commercial market class in Canada and the United States (<xref ref-type="bibr" rid="B20">Miklas and Riley, 2012</xref>). Thus, this BL may be used to improve susceptible cultivars in this market class. Moreover, a new set of crosses between UPR-Mp-22 and the Andean beans Badillo, PRA154, and VA 19 reported with partial resistance to ASB (<xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>; <xref ref-type="bibr" rid="B40">Viteri and Linares, 2019</xref>; <xref ref-type="bibr" rid="B42">Viteri et&#xa0;al., 2019</xref>) may increase the levels of ASB resistance. Likewise, multiple crosses with the UPR-Mp BL would be recommended to incorporate more desirable resistant genes/QTL for the development of new germplasms in the near future. <xref ref-type="bibr" rid="B34">Singh et&#xa0;al. (2017)</xref> incorporated higher levels of resistance (scores &lt;3) to white mold in PRA155 by the use of six parents from Andean and Middle American beans (50% of genetic contribution) crossed with A 195 (50% of the remaining contribution).</p>
<p>Since the levels of pathogenicity between <italic>M. phaseolina</italic> isolates can vary between countries/regions (<xref ref-type="bibr" rid="B11">Marquez et&#xa0;al., 2021</xref>) and even in the same country [e.g., Mexico (<xref ref-type="bibr" rid="B14">Mayek et&#xa0;al., 2001a</xref>) and Puerto Rico (<xref ref-type="bibr" rid="B21">Miklas et&#xa0;al., 1998a</xref>; <xref ref-type="bibr" rid="B39">Viteri and Linares, 2017</xref>)], future studies should be focused on the screening of the UPR-Mp BL against multiple isolates. This would help to identify if these BL have any specific or broad spectrum of durable partial resistance. For example, <xref ref-type="bibr" rid="B35">Singh et&#xa0;al. (2014)</xref> and <xref ref-type="bibr" rid="B43">Viteri et&#xa0;al. (2015)</xref> identified that the common bean BL SE152-6, SE153-7, and SE155-9 were resistant during the entire reproductive stage to ARS12D, CO463, ND710, and NY133 <italic>S. sclerotiorum</italic> isolates from Argentina and the United States using the same methodology reported in this study. Furthermore, the expression profiling of resistant genes/QTL at different times after the inoculation of <italic>M. phaseolina</italic> isolates should be an important topic to explore in future research.</p>
<p>In summary, the UPR-Mp BL had an intermediate response to ASB in the field and the greenhouse. These BL may be used to improve black, cranberry, and white common bean germplasms (which are in the 10 market classes that dominate the common bean production in the United States; <xref ref-type="bibr" rid="B20">Miklas and Riley, 2012</xref>) and/or other market classes.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>
<bold>DV:</bold> Supervision, conceptualization, data collecting, methodology, investigation, project administration, review and editing, validation, writing-original draft. <bold>AL:</bold> Data collecting, methodology, supervision, resources, review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7" sec-type="acknowledgement">
<title>Acknowledgments</title>
<p>We thank the USDA-NIFA Regional Project S-009 (Award number: 1017544) for supporting the funds of this research. The authors also thank Luis Cab&#xe1;n, Zoralys Miranda, Arturo Luciano, and Roberto V&#xe1;zquez for their support in the field and greenhouse activities.</p>
</sec>
<sec id="s8" 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="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="s10">
<title>Abbreviations</title>
<p>ASB, ashy stem blight; BL, breeding line/lines; QTL, quantitative trait loci/locus.</p>
</sec>
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