<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2022.844251</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Distinct Colony Types Caused by Diploid Male Production in the Buff-Tailed Bumblebee <italic>Bombus terrestris</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Di Pietro</surname> <given-names>Viviana</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1613862/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ferreira</surname> <given-names>Helena Mendes</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Van Oystaeyen</surname> <given-names>Annette</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1650107/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>W&#x00E4;ckers</surname> <given-names>Felix</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wenseleers</surname> <given-names>Tom</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Oliveira</surname> <given-names>Ricardo Caliari</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/724068/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laboratory of Socioecology and Social Evolution, Department of Biology, KU Leuven</institution>, <addr-line>Leuven</addr-line>, <country>Belgium</country></aff>
<aff id="aff2"><sup>2</sup><institution>Biobest Group NV</institution>, <addr-line>Westerlo</addr-line>, <country>Belgium</country></aff>
<aff id="aff3"><sup>3</sup><institution>Departament de Biologia Animal, de Biologia Vegetal i d&#x2019;Ecologia &#x2013; Universitat Aut&#x00F3;noma de Barcelona</institution>, <addr-line>Bellaterra</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Isabel Marques, University of Lisbon, Portugal</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Fehmi Gurel, Akdeniz University, Turkey; Diego Cejas, University of Mons, Belgium; Laura Bortolotti, Council for Agricultural and Economics Research (CREA), Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Viviana Di Pietro, <email>viviana.dipietro@kuleuven.be</email></corresp>
<fn fn-type="other" id="fn001"><p><sup>&#x2020;</sup>ORCID: Viviana Di Pietro, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-1116-9795">orcid.org/0000-0003-1116-9795</ext-link>; Helena Mendes Ferreira, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-2090-4528">orcid.org/0000-0003-2090-4528</ext-link>; Annette Van Oystaeyen, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-7756-8628">orcid.org/0000-0002-7756-8628</ext-link>; Felix W&#x00E4;ckers, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-9748-0615">orcid.org/0000-0002-9748-0615</ext-link>; Tom Wenseleers, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-1434-861X">orcid.org/0000-0002-1434-861X</ext-link>; Ricardo Caliari Oliveira, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-8996-1291">orcid.org/0000-0002-8996-1291</ext-link></p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Behavioral and Evolutionary Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>844251</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Di Pietro, Ferreira, Van Oystaeyen, W&#x00E4;ckers, Wenseleers and Oliveira.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Di Pietro, Ferreira, Van Oystaeyen, W&#x00E4;ckers, Wenseleers and Oliveira</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>The buff-tailed bumblebee <italic>Bombus terrestris</italic> presents two distinct colony phenotypes in which some colonies already start producing males very early in the season, while others switch to producing sexuals much later in the season, and specialize mainly in the production of virgin queens. Despite having been extensively investigated in the past, the mechanisms underlying these two distinct phenotypes remain poorly understood. Here we use a combination of behavioral and genetic data to demonstrate that early switchers are in fact diploid male producing colonies, while late switchers produced normal, haploid males. Hence, at a proximate level, early switching to male production was caused by queens mating with males that by chance carried the same sex allele. These patterns were not the result of strong inbreeding within the study population, as the average inbreeding coefficient was very low and in fact slightly negative (&#x2212;0.11). Moreover, an effect of inbreeding was further excluded because hybrids produced by crossing two distinct outbred populations also produced diploid males in early switching colonies. Finally, we found that diploid males only emerged after a first cohort of workers was produced, while we would have expected diploid males to be produced simultaneously with workers in a 50:50 ratio. We demonstrate that adult diploid males had a distinct cuticular hydrocarbon profile and propose that queens likely cull diploid males during early colony development to reduce the cost of diploid male production.</p>
</abstract>
<kwd-group>
<kwd><italic>Bombus terrestris</italic></kwd>
<kwd>cuticular hydrocarbons</kwd>
<kwd>diploid males</kwd>
<kwd>complementary sex determination</kwd>
<kwd>sex ratio</kwd>
</kwd-group>
<contract-num rid="cn001">G064120N</contract-num>
<contract-num rid="cn001">1502119N</contract-num>
<contract-sponsor id="cn001">Fonds Wetenschappelijk Onderzoek<named-content content-type="fundref-id">10.13039/501100003130</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="103"/>
<page-count count="12"/>
<word-count count="9576"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Eusocial Hymenoptera are characterized by the presence of a remarkable reproductive division of labor between queens, who specialize in reproduction, and mostly sterile workers, who focus on tasks such as brood care, foraging, and nest defense (<xref ref-type="bibr" rid="B98">Wilson, 1971</xref>). In some species, however, workers can develop their ovaries and also lay unfertilized male eggs under certain conditions (<xref ref-type="bibr" rid="B98">Wilson, 1971</xref>). Nevertheless, the haplodiploid sex-determination system found in hymenopterans leads to workers being more related to their sisters (<italic>r</italic> = 0.75) than to their brothers (<italic>r</italic> = 0.25) or even to their own offspring (<italic>r</italic> = 0.50) in colonies headed by one single-mated queen. Due to this relatedness asymmetry, workers in such species would be expected to invest three times more in the production of new queens than in males, while the queen would be expected to invest equally in the production of both sexes, as she is equally related to sons and daughters (<italic>r</italic> = 0.50). Empirical data show that in several species this conflict over sex allocation is resolved in favor of the workers, since they care for the brood and can therefore manipulate the sex ratio to their own advantage (<xref ref-type="bibr" rid="B50">Hamilton, 1964</xref>; <xref ref-type="bibr" rid="B85">Trivers and Hare, 1976</xref>; <xref ref-type="bibr" rid="B22">Bourke and Franks, 1995</xref>; <xref ref-type="bibr" rid="B94">Wenseleers et al., 2021</xref>).</p>
<p>A striking exception to these predicted female-biased sex ratios is observed in the buff-tailed bumblebee <italic>Bombus terrestris</italic> (Hymenoptera: Apidae), where it is observed a highly male-biased population sex investment ratios (<xref ref-type="bibr" rid="B21">Bourke, 1997</xref>; <xref ref-type="bibr" rid="B11">Beekman and Van Stratum, 1998</xref>; <xref ref-type="bibr" rid="B36">Duchateau et al., 2004</xref>). The case of <italic>B. terrestris</italic> is broadly studied for investigating queen-worker conflict (<xref ref-type="bibr" rid="B14">Bloch and Hefetz, 1999</xref>; <xref ref-type="bibr" rid="B23">Bourke and Ratnieks, 2001</xref>; <xref ref-type="bibr" rid="B2">Alaux et al., 2004b</xref>; <xref ref-type="bibr" rid="B6">Amsalem et al., 2009</xref>) as this species constitute a perfect model study due to its colony features. First, it is a monogynous species with a singly mated queen (<xref ref-type="bibr" rid="B80">Schmid-Hempel and Schmid-Hempel, 2000</xref>) thus the conflict is expected to occur. Second, it is an annual species, thus a higher probability of an actual conflict between queen and workers, as both parties do not have interest in maintaining the colony in the later years (<xref ref-type="bibr" rid="B25">Bulmer, 1981</xref>). Third, the workers start to lay their own eggs in a specific moment of the colony lifecycle, called the &#x201C;competition point&#x201D;. This phase normally follows the &#x201C;switch point&#x201D; which occurs when the queen starts to lay haploid eggs for producing males (<xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>; <xref ref-type="bibr" rid="B65">Lopez-Vaamonde et al., 2009</xref>), although some diploid eggs may also be laid after the switch point (<xref ref-type="bibr" rid="B86">Van der Blom, 1986</xref>; <xref ref-type="bibr" rid="B87">Van Doorn and Heringa, 1986</xref>; <xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>). Over the years, several hypotheses have been put forward to try to explain this observed male-biased sex ratio. For example, the protandry hypothesis states that males produced early in the season have higher opportunities to mate than late-emerging males, and that colonies producing their males early would therefore gain greater fitness benefits (<xref ref-type="bibr" rid="B26">Bulmer, 1983</xref>; <xref ref-type="bibr" rid="B21">Bourke, 1997</xref>). However, the protandry hypothesis alone cannot explain the occurrence of a split sex ratio observed in this species, whereby some colonies specialize in the production of males and others in females (<xref ref-type="bibr" rid="B67">Meunier et al., 2008</xref>; <xref ref-type="bibr" rid="B59">K&#x00FC;mmerli and Keller, 2009</xref>). Indeed, <italic>B. terrestris</italic> presents two distinct social phenotypes correlated to differential reproductive strategies (<xref ref-type="bibr" rid="B11">Beekman and Van Stratum, 1998</xref>; <xref ref-type="bibr" rid="B36">Duchateau et al., 2004</xref>). In some colonies the queen &#x201C;switches&#x201D; to produce haploid male eggs early in the season (early switching colonies) when the worker/larvae ratio is small and specializes in male production, while other &#x201C;late switching&#x201D; colonies produce mostly queens toward the end of the season and start to produce males after queen larvae are detected (<xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>; <xref ref-type="bibr" rid="B3">Alaux et al., 2004a</xref>,<xref ref-type="bibr" rid="B4">2005</xref>). As the two colony phenotypes were found with a frequency of 0.5 in nature (<xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>), it was hypothesized that in half of the colonies, the mother queens could prevent the production of new queens by starting to lay haploid eggs earlier. In this scenario, in male-specialized colonies, workers would have no choice but to comply, given that they would have no diploid female eggs available to rear into queens and the replacement with workers&#x2019; eggs would not be profitable by the time the workers would be able to detect them (<xref ref-type="bibr" rid="B25">Bulmer, 1981</xref>; <xref ref-type="bibr" rid="B73">Pamilo, 1982</xref>; <xref ref-type="bibr" rid="B23">Bourke and Ratnieks, 2001</xref>). By contrast, in the remaining half of the colonies, the evolutionary interest of both the workers and the mother queen would coincide in benefiting from specializing in queen production (<xref ref-type="bibr" rid="B23">Bourke and Ratnieks, 2001</xref>). Although this mechanism seems plausible and a similar system was observed in some ant species (<xref ref-type="bibr" rid="B53">Helms, 1999</xref>), it still does not explain why workers in the late switching colonies begin to lay haploid male eggs at the onset of queen production (<xref ref-type="bibr" rid="B23">Bourke and Ratnieks, 2001</xref>; <xref ref-type="bibr" rid="B3">Alaux et al., 2004a</xref>,<xref ref-type="bibr" rid="B4">2005</xref>), resulting in a male-biased sex ratio at the population level (<xref ref-type="bibr" rid="B49">Goulson, 2010</xref>).</p>
<p>A further development of Bulmer&#x2019;s model (<xref ref-type="bibr" rid="B26">Bulmer, 1983</xref>) proposes that the timing of the switch point, and consequently the split sex ratios, could be the result of an optimal sex allocation of resources since queens are 1.69&#x2013;2.11 times more costly to produce than males (<xref ref-type="bibr" rid="B11">Beekman and Van Stratum, 1998</xref>; <xref ref-type="bibr" rid="B36">Duchateau et al., 2004</xref>). Therefore, colonies with more limited resources available could benefit from switching earlier and specializing in the production of the sex that is least costly to produce&#x2013;males (<xref ref-type="bibr" rid="B11">Beekman and Van Stratum, 1998</xref>). However, in situations with overall low resource availability, such a mechanism would then cause the majority of colonies to produce mainly males, leading to a low reproductive success (<xref ref-type="bibr" rid="B49">Goulson, 2010</xref>), and so it is also hard to see how this theory would explain the male-biased sex ratios seen in bumblebees. In support of this, it was shown how environmental factors, including resources availability, have limited or no effect on reproductive decisions in <italic>B. terrestris</italic> (<xref ref-type="bibr" rid="B81">Schmid-Hempel and Schmid-Hempel, 1998</xref>; <xref ref-type="bibr" rid="B9">Baer and Schmid-Hempel, 2003</xref>).</p>
<p>Environmental stressors, such as climate change, do not only affect the availability of resources but can also lead to genetic variability constraints (<xref ref-type="bibr" rid="B84">Templeton et al., 1990</xref>; <xref ref-type="bibr" rid="B45">Gienapp et al., 2008</xref>; <xref ref-type="bibr" rid="B54">Hoffmann and Willi, 2008</xref>; <xref ref-type="bibr" rid="B74">Perez and Aron, 2020</xref>). A particularly important constraint in social insects is linked to the production of diploid males, which in extreme cases may result in the so-called &#x201C;diploid male extinction vortex&#x201D; (<xref ref-type="bibr" rid="B103">Zayed and Packer, 2005</xref>). In most hymenopteran species, including ants, bees, wasps, and sawflies, sex is determined by a complementary sex-determination system (CSD), in which heterozygous eggs at the CSD locus develop as females while hemizygous (haploid) or homozygous eggs develop as males (<xref ref-type="bibr" rid="B97">Whiting, 1943</xref>). Diploid male production comes at a large cost in social Hymenoptera, as they are produced at the expense of the production of new workers, thereby compromising colony growth (<xref ref-type="bibr" rid="B32">Duchateau et al., 1994</xref>; <xref ref-type="bibr" rid="B89">Van Wilgenburg et al., 2006</xref>), and on top of that, diploid males are also typically sterile or unable to produce viable offspring (<xref ref-type="bibr" rid="B33">Duchateau and Mari&#x00EB;n, 1995</xref>; <xref ref-type="bibr" rid="B12">Beekman et al., 1999</xref>; <xref ref-type="bibr" rid="B7">Ayabe et al., 2004</xref>; <xref ref-type="bibr" rid="B44">Gerloff and Schmid-Hempel, 2005</xref>; <xref ref-type="bibr" rid="B96">Whitehorn et al., 2009</xref>). Nevertheless, some species have developed mechanisms to reduce the fitness costs of diploid male production to the colony. Such mechanisms are usually linked with inbreeding avoidance (<xref ref-type="bibr" rid="B89">Van Wilgenburg et al., 2006</xref>), but in some corbiculate bee species, different strategies have evolved to prevent colony collapse due to diploid male production. In the honeybee <italic>Apis mellifera</italic>, the queen mates with several males which spreads the risk of making a matched mating i.e., mating with a male carrying the same CSD allele (<xref ref-type="bibr" rid="B72">Page and Metcalf, 1982</xref>). In addition, workers are able to detect and cull diploid male larvae early during their development, therefore preventing a higher cost to the colony (<xref ref-type="bibr" rid="B100">Woyke, 1962</xref>, <xref ref-type="bibr" rid="B101">1963</xref>). Stingless bees rear their brood in mass provisioned sealed cells and hence workers do not have access to the developing brood (<xref ref-type="bibr" rid="B38">Engels and Imperatriz-Fonseca, 1990</xref>). Nevertheless, it has been shown that matched mated queens are swiftly killed and replaced by one of their daughters once diploid males are detected (<xref ref-type="bibr" rid="B91">Vollet-Neto et al., 2017</xref>). Differently to honeybees, most of stingless bees and bumblebees are monandrous. Polyandrous species in fact have the advantage to dilute the effect of diploid males production due to a matched allele (<xref ref-type="bibr" rid="B71">Page, 1980</xref>; <xref ref-type="bibr" rid="B76">Ratnieks, 1990</xref>), while a monandrous mating system, such as in <italic>B. terrestris</italic> (<xref ref-type="bibr" rid="B39">Estoup et al., 1995</xref>; <xref ref-type="bibr" rid="B80">Schmid-Hempel and Schmid-Hempel, 2000</xref>), decreases the genetic variation and therefore increases the vulnerability to inbreeding (<xref ref-type="bibr" rid="B27">Chapman and Bourke, 2001</xref>). Due to the costs associated with inbreeding in bumblebees, the evolution favored mechanism of inbreeding avoidance, such as nestmate recognition and scent-marking during patrolling for a female (<xref ref-type="bibr" rid="B40">Foster, 1992</xref>). However, although <italic>B. terrestris</italic> males display scent-marking and patrolling behavior to find a partner (<xref ref-type="bibr" rid="B24">Brown and Baer, 2005</xref>; <xref ref-type="bibr" rid="B49">Goulson, 2010</xref>), it was shown that males do not avoid mating with related individuals (<xref ref-type="bibr" rid="B44">Gerloff and Schmid-Hempel, 2005</xref>; <xref ref-type="bibr" rid="B16">Bogo et al., 2018</xref>) to the detriment of certain colony traits such as the colony foundation success and the colony size, (<xref ref-type="bibr" rid="B44">Gerloff and Schmid-Hempel, 2005</xref>; <xref ref-type="bibr" rid="B46">Gosterit, 2016</xref>), although in some occasions inbred colonies can have a normal development (<xref ref-type="bibr" rid="B32">Duchateau et al., 1994</xref>; <xref ref-type="bibr" rid="B19">Bortolotti et al., 2020</xref>). Honeybees, stingless bees and bumblebees have been shown to be resilient to genetic bottlenecks with examples of successful populations being established from only a few colonies (<xref ref-type="bibr" rid="B99">Winston, 1996</xref>; <xref ref-type="bibr" rid="B79">Schmid-Hempel et al., 2007</xref>; <xref ref-type="bibr" rid="B5">Alves et al., 2011</xref>). These mechanisms reducing the costs of diploid males are likely to play an important role in the maintenance of populations with relatively lower diversity caused by genetic bottlenecks. Here, we use a combination of behavioral, chemical, and genetic data analysis to test if diploid male production causes a switch to early male production in the buff-tailed bumblebee <italic>B. terrestris</italic>. We hypothesize that the competition point, when workers begin to compete with the queen over male production, in early switching colonies could actually be a chance to produce haploid males and reduce the fitness cost of diploid male production.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Bioassay</title>
<p>To test the role of a genetic component resulting in the distinct colony phenotypes we used a total of 20 colonies of <italic>B. terrestris</italic>, obtained from the main stock of Biobest Group NV (Westerlo, Belgium) in August 2020. The colonies were selected by the breeding facility to be 10 early switching and 10 late switching. Overall, only 6% of the colonies produced in Biobest are early switching. Identical nest-boxes (23 cm &#x00D7; 30 cm &#x00D7; 20 cm) were placed in a controlled-climate room at constant temperature and relative humidity of 28&#x00B0;C and 50%, respectively, and 16L: 8D light: dark photoperiod. Honeybee-collected pollen and a 50% sugar solution (Biogluc, Belgosuc, Belgium) were provided <italic>ad libitum</italic> (supplied by Biobest Group NV, Westerlo, Belgium). Colonies were observed once per day to detect the presence of males. We then counted the number of workers present in the nest when the first males were observed. Early switching colonies were frozen 3 weeks after the emergence of the first male to reduce the probability of collecting workers&#x2019; sons (considering that male development from egg to adult takes on average 26 days; <xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>). We followed the same protocol for the late switching colonies, except that the colonies were frozen 4 weeks after the first male emergence in order to obtain the required sample size of ten males per colony. All colonies had reached the competition phase at the end of the experimental period. Ten males and one worker were randomly sampled and, together with the queen, stored at &#x2212;80&#x00B0;C for microsatellite genotyping to check ploidy. The remaining workers present in the colonies were stored at &#x2212;20&#x00B0;C for later dissection to assess the ovary development status.</p>
<p>To check for differences in ovary development between the two colony phenotypes, all workers of the early switching colonies were dissected (total of 789) together with a randomly selected sample of 50 workers per colony of the late switching ones (total of 500). Newly emerged or callow individuals are easily detected by their faded coloration (less than 12 h old) and were excluded, since they would not have had enough time to develop their ovaries (<xref ref-type="bibr" rid="B47">Gosterit et al., 2016</xref>). The degree of ovary development of workers from early and late switching colonies was obtained <italic>via</italic> dissection in a saline solution under a Leica stereomicroscope and photographed with a digital camera (Leica MSV266) connected to the computer. Ovaries were scored based on the stage of the terminal oocytes according to the scale and description provided by <xref ref-type="bibr" rid="B35">Duchateau and Velthuis (1989)</xref>. Ovaries from 0 to 2 were scored as undeveloped while from 3 to 5 as developed. Regressed ovaries were included in the undeveloped category. We further measured the thorax width (inter-tegulae span) as a proxy of the body size using the software Leica Application Suite. The dissections were performed randomly by the same operator that was blind to the colony type.</p>
<p>The statistical analyses were performed using R v4.0.4 (<xref ref-type="bibr" rid="B75">R Core Team, 2021</xref>). To test if the sex ratio (proportion of virgin queens produced) was different between colony types at the end of the experimental period we ran a binomial generalized linear mixed model (GLMM) with the package &#x201C;<italic>lme4</italic>&#x201D; (<xref ref-type="bibr" rid="B10">Bates et al., 2015</xref>) with the number of virgin queens and males coded as dependent variable, colony type (i.e., early or late switching) included as a factor and colony ID included as a random intercept. To test whether the number of workers and males produced at the beginning and at the end of the experimental period deviated from a 1:1 ratio expected if the queen had made a matched mating, we ran a binomial generalized linear model, using the number of workers and males coded as the dependent variable, the type of colony (i.e., early or late switching) included as a factor and colony ID coded as a random intercept. We further used the package &#x201C;<italic>emmeans</italic>&#x201D; (<xref ref-type="bibr" rid="B61">Lenth, 2016</xref>) to test the significance of a deviation from 50% diploid male production expected if the queen had made a matched mating.</p>
<p>To test for differences in the proportion of workers with developed ovaries in early and late switching colonies we used a binomial GLMM (<xref ref-type="bibr" rid="B10">Bates et al., 2015</xref>) using developed or undeveloped ovaries as dependent variable colony type, thorax length and colony size as explanatory variables and colony ID as a random intercept.</p>
</sec>
<sec id="S2.SS2">
<title>Microsatellite Genotyping</title>
<p>To analyze the ploidy of the bumblebees from both colony phenotypes, we genotyped 10 males randomly selected from each colony together with a worker and the mother queen. Three legs per sample were placed in a 2 mL microcentrifuge tube for subsequent DNA extraction. The extraction was performed following the Chelex method (<xref ref-type="bibr" rid="B92">Walsh et al., 2018</xref>) and samples were genotyped at six microsatellite loci with the highest levels of heterozygosity described for <italic>B. terrestris</italic> (BTMS0127, BTMS0141, BTMS0153, BT01, BT09, and BT24; <xref ref-type="bibr" rid="B77">Reber Funk et al., 2006</xref>; <xref ref-type="bibr" rid="B82">Stolle et al., 2009</xref>). Multiplex polymerase Chain Reaction (PCR) reactions were conducted in a thermocycler Biometra TOne (analytik jena) in a 10 &#x03BC;l total volume of which 1 &#x03BC;l of DNA, using the QIAGEN Multiplex PCR Kit. Samples were amplified using touchdown PCR with the following regime: 15 min of initial denaturation at 95&#x00B0;C, followed by 30 s at 94&#x00B0;C, followed by 3 cycles each of 90 s at 54&#x00B0;C with the annealing temperature decreasing 1&#x00B0;C per cycle and 90 s extension at 72&#x00B0;C and then with 30 cycles each of 30 s at 94&#x00B0;C, 90 s at 51&#x00B0;C and 90 s at 72&#x00B0;C. The PCR reaction was finalized with a final extension of 10 min at 72&#x00B0;C. In order to confirm that the result obtained was not an outcome of inbreeding, we further selected seven early switching colonies for genotyping that were specifically crossed between different populations at Biobest and were frozen 3 weeks after the emergence of the first male, consistent with the previous colonies.</p>
<p>Alleles were analyzed and scored using GeneMapper v5 (APPLIED BIOSYSTEMS). The observed and expected heterozygosity (H<sub><italic>O</italic></sub> and H<sub><italic>S</italic></sub>; <xref ref-type="bibr" rid="B68">Nei, 1987</xref>), the fixation index (F<sub><italic>ST</italic></sub>; <xref ref-type="bibr" rid="B93">Weir and Cockerham, 1984</xref>), and the inbreeding coefficient (F<sub><italic>IS</italic></sub>; <xref ref-type="bibr" rid="B68">Nei, 1987</xref>) values were calculated with the &#x201C;<italic>hierfstat</italic>&#x201D; package (<xref ref-type="bibr" rid="B48">Goudet, 2005</xref>) in R v4.0.4, including only the diploid individuals, i.e., queens, workers and diploid males from the two colony types (<xref ref-type="bibr" rid="B75">R Core Team, 2021</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Chemical Analysis of Cuticular Hydrocarbon Profiles</title>
<p>A gas chromatography and mass spectrometry (GC-MS) assay was used to analyze the cuticular profiles of the bumblebees (males, mother queens, and workers) and test for differences among the sexes, castes and colony phenotypes. The same individuals sampled for microsatellite genotyping were used for cuticular hydrocarbon analysis (CHC) plus five randomly selected workers from each colony, which totaled to 320 individuals of which 200 were males, 100 were workers and 20 were mother queens. Of the total samples, the extraction of the compounds did not produce a readable chromatogram for ten workers and two queens, which were excluded from the analysis. Workers and males were extracted in 2 ml while queens were extracted in 6 ml of HPLC-grade hexane (SIGMA-ALDRICH) for 1 min. The samples were evaporated at room temperature under a fume hood overnight until dryness. After that, 1 ml of hexane was used to resuspend the samples which were then analyzed with a gas chromatograph (Thermo Fisher Scientific Trace 1,300 series) coupled with a mass spectrometer (Thermo Fisher Scientific ISQ series MS), using a Restek RXi-5sil MS 20 m with an internal diameter of 0.18 mm and a film thickness of 0.18 &#x03BC;m. The program had an initial temperature of 80&#x00B0;C held for 2 min, followed by four temperature ramps from 80&#x00B0;C to 220&#x00B0;C at 25&#x00B0;C min<sup>&#x2013;1</sup>, from 220&#x00B0;C to 250&#x00B0;C at 10&#x00B0;C min<sup>&#x2013;1</sup>, from 250&#x00B0;C to 300&#x00B0;C at 3&#x00B0;C min<sup>&#x2013;1</sup> and from 300&#x00B0;C to 350&#x00B0;C at 5&#x00B0;C min<sup>&#x2013;1</sup>, after which the final temperature of 350&#x00B0;C was held for 4 min. Helium was used as a carrier gas at a flow rate of 0.9 ml min<sup>&#x2013;1</sup>, and a splitless injection with an inlet temperature of 320&#x00B0;C. External linear alkane ladders ranging from octane (<italic>n</italic>-C<sub>8</sub>) up to tetracontane (<italic>n</italic>-C<sub>40</sub>) injected at three different concentrations (0.1, 0.01, and 0.05 &#x03BC;g/&#x03BC;L) were used to infer cubic spline interpolated retention indices. Peaks in the total ion chromatogram were aligned and integrated using a custom R script. Compounds were identified based on their mass spectra, retention indices and comparisons with library references (using the NIST2014 mass spectral and retention index libraries).</p>
<p>For the chemical analysis, the raw peak areas were transformed to the relative abundances and the 95% confidence intervals (Mean, LCI, UCI) were calculated with the t-distribution. To verify a possible cluster formation based on the CHC profile, an explanatory principal component analysis (PCA) was performed with the package &#x201C;<italic>FactoMineR</italic>&#x201D; (<xref ref-type="bibr" rid="B60">L&#x00EA; et al., 2008</xref>) and visualized with &#x201C;<italic>factoextra</italic>&#x201D; package (<xref ref-type="bibr" rid="B56">Kassambara and Mundt, 2017</xref>). The overall differences between groups were calculated through a PERMANOVA with 9,999 permutations using the package &#x201C;<italic>vegan</italic>&#x201D; (<xref ref-type="bibr" rid="B69">Oksanen et al., 2013</xref>) and the package &#x201C;<italic>pairwiseAdonis</italic>&#x201D; (<xref ref-type="bibr" rid="B66">Martinez Arbizu, 2020</xref>) for the pairwise comparison. To check for univariate differences in the abundance of the cuticular compounds in early and late switching colonies the raw peak areas were first transformed by applying Aitchison transformation (<xref ref-type="bibr" rid="B1">Aitchison, 1982</xref>) and then single linear mixed models were run for each compound coded as response variable, colony phenotype as the explanatory variable and colony ID as a random factor. Significance levels were <italic>post-hoc</italic> corrected using a <italic>Bonferroni</italic> correction with the package &#x201C;<italic>multcomp</italic>&#x201D; (<xref ref-type="bibr" rid="B55">Hothorn et al., 2008</xref>). In addition, we performed a linear discriminant analysis (package &#x201C;<italic>MASS</italic>,&#x201D; <xref ref-type="bibr" rid="B90">Venables and Ripley, 2002</xref>) with the subset of compounds that were expressed significantly differently between the two male groups to check if these compounds could be reliably used as recognition cues by the nestmates. Finally, the log<sub>2</sub> fold difference in individual relative CHCs abundances in males, workers and queens compared to the average of the three groups was plotted in a heatmap using the &#x201C;<italic>pheatmap</italic>&#x201D; package (<xref ref-type="bibr" rid="B58">Kolde, 2015</xref>), to visually display the observed differences between the two colony phenotypes.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Colony Development and Microsatellite Genotyping</title>
<p>The colonies used for this experiment showed a clear bimodal pattern in terms of male emergence. First male emergence started on average 46 days after the starting of the colony and 12 days after first worker emergence in the early switching colonies, while first males only appeared on average 84 days since the colony foundation and 54 days after first worker emergence in late switching colonies. This supports the existence of distinct colony phenotypes in <italic>B. terrestris</italic> (<xref ref-type="fig" rid="F1">Figure 1A</xref>). At the end of the experiment, all the colonies had reached the competition point, observed through one of the following events: (1) worker oviposition, (2) oophagy, and (3) egg-cell destruction (<xref ref-type="bibr" rid="B87">Van Doorn and Heringa, 1986</xref>; <xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>; <xref ref-type="bibr" rid="B14">Bloch and Hefetz, 1999</xref>). There was no significant difference in the proportion of workers with developed ovaries in early and late switching colonies (GLMM, Z ratio = 0.323, <italic>p</italic> = 0.747). In fact, we detected a virtually identical percentage of workers with developed ovaries in each colony type: 44% (33 &#x00B1; 18.3) and 43% (21 &#x00B1; 4.1) in early and late switching colonies, respectively (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>The two colony types present distinct life-history traits. Density plot showing the bimodal distribution of the two colony types according to the date of emergence of the males. Males begin to emerge much earlier after the first worker cohort in early switching (ES) as opposed to late switching colonies (LS) as shown in the density histogram fitted with normal distribution per phenotype <bold>(A)</bold>. Effect plot of the proportion of female or male emergence (<italic>y</italic>-axis) in two different moments of the observation: when the first males started to emerge in early switching colonies, and at the end of the experimental period when the colonies were frozen (<italic>x</italic>-axis). The proportion of males being produced by each phenotype varies throughout the cycle with early switching colonies shifting from producing almost exclusively workers earlier on to 50% males and workers at the end of the experiment. Late switching colonies specialize in the production of females (workers and virgin queens) and begin producing males only at the end of the cycle <bold>(B)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-844251-g001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Detailed data on the twenty early switching (ES) and late switching (LS) colonies including the number of days between worker and male emergence, the total number of workers present in the colony when males were first observed and at the end of the experiment, the total number of virgin queens, as well as the proportion of workers with developed ovaries.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Colony ID</td>
<td valign="top" align="center">Interval between first workers and male emergence (days)</td>
<td valign="top" align="center">Number of workers when the first male emerged</td>
<td valign="top" align="center">Total number of males</td>
<td valign="top" align="center">Total number of workers</td>
<td valign="top" align="center">Total number of virgin queens</td>
<td valign="top" align="center">Proportion of workers with developed ovaries</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">ES1</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">127</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.41</td>
</tr>
<tr>
<td valign="top" align="left">ES2</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">92</td>
<td valign="top" align="center">78</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.53</td>
</tr>
<tr>
<td valign="top" align="left">ES3</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">81</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.65</td>
</tr>
<tr>
<td valign="top" align="left">ES4</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">59</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.31</td>
</tr>
<tr>
<td valign="top" align="left">ES5</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">68</td>
<td valign="top" align="center">67</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.52</td>
</tr>
<tr>
<td valign="top" align="left">ES6</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">139</td>
<td valign="top" align="center">155</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.45</td>
</tr>
<tr>
<td valign="top" align="left">ES7</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">55</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.41</td>
</tr>
<tr>
<td valign="top" align="left">ES8</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">150</td>
<td valign="top" align="center">167</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.33</td>
</tr>
<tr>
<td valign="top" align="left">ES9</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.42</td>
</tr>
<tr>
<td valign="top" align="left">ES10</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">148</td>
<td valign="top" align="center">158</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.42</td>
</tr>
<tr>
<td valign="top" align="left">LS1</td>
<td valign="top" align="center">69</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">130</td>
<td valign="top" align="center">133</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">0.34</td>
</tr>
<tr>
<td valign="top" align="left">LS2</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">82</td>
<td valign="top" align="center">254</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.44</td>
</tr>
<tr>
<td valign="top" align="left">LS3</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">131</td>
<td valign="top" align="center">227</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">0.32</td>
</tr>
<tr>
<td valign="top" align="left">LS4</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">94</td>
<td valign="top" align="center">252</td>
<td valign="top" align="center">70</td>
<td valign="top" align="center">0.48</td>
</tr>
<tr>
<td valign="top" align="left">LS5</td>
<td valign="top" align="center">65</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">220</td>
<td valign="top" align="center">257</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.34</td>
</tr>
<tr>
<td valign="top" align="left">LS6</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">65</td>
<td valign="top" align="center">336</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">0.38</td>
</tr>
<tr>
<td valign="top" align="left">LS7</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">330</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">0.54</td>
</tr>
<tr>
<td valign="top" align="left">LS8</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">223</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">0.48</td>
</tr>
<tr>
<td valign="top" align="left">LS9</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">297</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">0.44</td>
</tr>
<tr>
<td valign="top" align="left">LS10</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">&#x003E;50</td>
<td valign="top" align="center">75</td>
<td valign="top" align="center">240</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.54</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>All males successfully genotyped in our study were queens&#x2019; sons (complete genotype table presented in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). From the total of 324 sampled individuals, 21 failed to produce detectable microsatellite PCR products and were excluded from the analysis. The observed overall heterozygosity (H<sub><italic>O</italic></sub>) was 0.85, slightly higher than the expected heterozygosity (H<sub><italic>S</italic></sub> = 0.77; <xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>). The overall fixation index (F<sub><italic>ST</italic></sub>) was 0.04 suggesting no genetic differentiation between the bumblebee populations. Furthermore, the low and slightly negative inbreeding coefficient (F<sub><italic>IS</italic></sub> = &#x2212;0.11) was consistent with random mating (<xref ref-type="bibr" rid="B57">Keller and Waller, 2002</xref>). A remarkable outcome of our study is that all genotyped males in early switching colonies were in fact diploid while all males analyzed in late switching colonies were haploid. According to the single locus CSD sex determination system, a matched mating should result in 50% of the diploid brood developing into males. In the diploid male producing early switching colonies, however, males began emerging only after the first cohort of workers. When the first males started to appear, colonies were highly biased toward producing workers, and there was a highly significant deviation from the expected 1:1 male:female ratio (binomial GLMM, mean prop. of workers produced = 0.959, LCL = 0.921, UCL = 0.979, significance of deviation from 1:1 ratio: <italic>p</italic> &#x003C; 0.001; <xref ref-type="fig" rid="F1">Figure 1B</xref>). Toward the end of the experimental period, hence when the colonies where frozen, however, colonies were producing diploid males and workers at a 1:1 ratio expected if a single-mated queen makes a matched mating (binomial GLMM, mean prop. of workers produced = 0.498, LCL = 0.423, UCL = 0.573, significance of deviation from 1:1 ratio: <italic>p</italic> = 0.962; <xref ref-type="fig" rid="F1">Figure 1B</xref> and <xref ref-type="supplementary-material" rid="TS3">Supplementary Table 3</xref>), with only one exception in which one colony was producing almost three times more males than workers (<xref ref-type="table" rid="T1">Table 1</xref>). Conversely, late switching colonies produced almost exclusively workers throughout the experimental period, with haploid males emerging together with virgin queens (ca 25% males and 7% of virgin queens) at the end of the bioassay. In order to confirm that our results were not caused by inbreeding, we further selected seven early switching colonies from an experimental hybrid population created by crossing two genetically distinct outbred populations. The proportion of early switching colonies in the hybrid population is around 1%, according to the data provided by the breeding company. Consistent with the early switching colony of the main production, the males started to emerge on average 47 days after the colony initiation. Likewise, these colonies were also producing the diploid brood in a 1:1 ratio at the end of the experiment (binomial GLMM, mean prop. of workers produced = 0.459, LCL = 0.368, UCL = 0.553, significance of deviation from 1:1 ratio: <italic>p</italic> = 0.3936; <xref ref-type="supplementary-material" rid="TS3">Supplementary Table 3</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>Cuticular Hydrocarbons Profiles</title>
<p>When comparing the overall chemical profiles of mother queens, workers, and males in both colony phenotypes, only males presented significant differences between early switching and late switching colonies (PERMANOVA <italic>F</italic> = 12.855, <italic>R</italic><sup>2</sup> = 0.061, <italic>p</italic> = 0.015), consistent with their difference in ploidy resulting in distinct cuticular profiles. A PCA shows that the first two dimensions explain more than 70% of the cuticular chemical variance, with the majority of the observed variance (Dim1 45.9%) being strongly linked with sex, caste membership and colony phenotype (<xref ref-type="fig" rid="F2">Figure 2</xref>). Diploid and haploid males from early switching and late switching colonies differ in several CHCs belonging to all classes of compounds present on their cuticle, i.e., linear and branched alkanes, alkenes, alkadienes, and esters (<xref ref-type="fig" rid="F3">Figure 3</xref>). Furthermore, the discriminant analysis was able to successfully distinguish the diploid male chemical profile from the haploid male chemical profile, with an accuracy of 98%. Interestingly, despite the overall CHC profile of workers and queens not being significantly different between early and late switching colonies (PERMANOVA ES workers &#x00D7; LS workers, <italic>F</italic> = 3.23, <italic>R</italic><sup>2</sup> = 0.035, <italic>p</italic> = 0.465; ES queens x LS queens, <italic>F</italic> = 4.212, <italic>R</italic><sup>2</sup> = 0.208, <italic>p</italic> = 0.285), some specific compounds were expressed significantly differently between the two colony phenotypes. Workers in late switching colonies presented two upregulated esters (tetracosyl oleates) when compared to workers in early switching colonies. A similar pattern was observed in queens, with late switching colonies upregulating two other esters (tetracosyl stearates) that are chemically similar to those observed in workers, but lacking the double bonds (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Principal component analysis of CHCs extracted from queens, males and workers of early (ES) and late switching (LS) colonies. Sex and caste membership are represented by the different symbols (queens = squares, workers = circles and males = triangles) with the centroid of the overall profile groups shown as the large symbol in the center of each 95% confidence interval ellipse. Different shades of each color show the two colony phenotypes for each caste or sex.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-844251-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Heatmap with differences in the expression of individual CHCs in males, workers and queens between the two colony phenotypes. The results are presented in terms of the log<sub>2</sub> fold change between the relative abundance of a given compound between late switchers and early switchers. Compounds with colors in the shades of green (between 0 and &#x2013;3) are more abundant in early switching colonies while compounds with colors in the shade of brown (between 0 and 3) are overrepresented in late switching colonies. Stars indicate significance levels after Bonferroni correction for multiple comparisons: &#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01; and &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001. A complete table with chemical compounds, 95% CI intervals and significance levels is shown in <xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-844251-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The buff-tailed bumblebee <italic>B. terrestris</italic> is a remarkable model species to study colony-level reproductive strategies. A particularly interesting trait of this species is the existence of two distinct colony phenotypes with highly divergent reproductive patterns. Some of the colonies are characterized by the production of males early in the season and others by the late emergence of both virgin queens and males (<xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>). Several hypotheses have been proposed in the past to explain the evolutionary mechanisms underlying these different colony phenotypes. Yet, to date, this phenomenon remains poorly understood. Here, we investigated if a diploid male production could be behind this bimodal pattern.</p>
<p>A striking outcome of our study is that all genotyped males belonging to the early switching type colonies from both the main stock and the experimental hybrid colonies obtained by mating males and queens from different populations of the commercial rearing facility were in fact diploid, thereby showing that early production of males was in fact caused by queens having made a matched mating with a male that by chance carried the same sex allele. The fact that males of early switching hybrid colonies were diploid as well indicates that this was not a consequence of strong inbreeding within the main stock of the commercial bumblebee rearing but a mating between individuals carrying by chance the same allele at the CSD locus. Although previous studies showed that colonies producing diploid males can have a normal development and reach a large colony size (<xref ref-type="bibr" rid="B32">Duchateau et al., 1994</xref>; <xref ref-type="bibr" rid="B19">Bortolotti et al., 2020</xref>), diploid males exact a large fitness cost, as in social Hymenoptera their production comes at a cost of the production of new workers or queens, and on top of that diploid males are usually sterile, bringing no fitness benefits to the colony (<xref ref-type="bibr" rid="B28">Cook and Crozier, 1995</xref>), or, when fertile, imposing a hefty fitness cost to a potential female mate which will then produce triploid sterile progeny (<xref ref-type="bibr" rid="B7">Ayabe et al., 2004</xref>; <xref ref-type="bibr" rid="B30">Darvill et al., 2012</xref>; <xref ref-type="bibr" rid="B51">Harpur et al., 2013</xref>). It is therefore in the colony&#x2019;s interest to adopt strategies to reduce or avoid diploid male production. In the honeybee <italic>A. mellifera</italic> for example, workers can detect a quantitative shift in the pattern of tricosane, pentacosane, heptacosane, nonacosane, and the terpenoid squalene present on the cuticle of diploid males larvae (<xref ref-type="bibr" rid="B78">Santomauro et al., 2004</xref>), promptly triggering their cannibalization (<xref ref-type="bibr" rid="B101">Woyke, 1963</xref>). In two stingless bee species, <italic>Melipona quadrifasciata</italic> and <italic>Scaptotrigona depilis</italic>, the brood is reared in mass provisioned sealed cells and, consequently, diploid males cannot be recognized during their larval stage. Nevertheless, workers are able to detect the presence of adult diploid males in the colony, presumably by making use of chemical cues (<xref ref-type="bibr" rid="B17">Borges et al., 2012</xref>; <xref ref-type="bibr" rid="B91">Vollet-Neto et al., 2017</xref>), eliminating the matched mated queen and replacing her with one of her daughters (<xref ref-type="bibr" rid="B76">Ratnieks, 1990</xref>). According to the CSD system, when a matched mating occurs, 50% of the diploid eggs laid by the queen should result in homozygous males (<xref ref-type="bibr" rid="B28">Cook and Crozier, 1995</xref>; <xref ref-type="bibr" rid="B52">Heimpel and De Boer, 2008</xref>; <xref ref-type="bibr" rid="B95">Whidden and Owen, 2011</xref>). An interesting outcome of our study was that we only observed the expected 1:1 worker to diploid male ratio at the end of the experimental period, and that the first batch of brood still almost entirely consisted of workers, even though <italic>a priori</italic> one would expect workers and diploid males to be produced in a 1:1 ratio throughout the entire colony cycle (<xref ref-type="bibr" rid="B97">Whiting, 1943</xref>). This suggests that mother queens could be able to selectively remove diploid male brood in an early developmental stage during the early phases of the colony cycle. Mechanistically, this could be achieved by the detection of specific chemical cues emitted by either diploid male eggs or first instar larvae. Indeed, it has been shown that in <italic>B. terrestris</italic>, eggs have caste and colony-specific chemical signals which are largely composed of alkanes, alkenes and alkadienes (<xref ref-type="bibr" rid="B8">Ayasse et al., 1999</xref>). The precise mechanism preventing diploid male brood from developing into adults at the beginning of the colony cycle remains nevertheless an interesting topic for future studies.</p>
<p>Some morphological traits can be used as diagnostics to differentiate diploid from haploid males of <italic>B. terrestris</italic> such as body size (<xref ref-type="bibr" rid="B33">Duchateau and Mari&#x00EB;n, 1995</xref>; <xref ref-type="bibr" rid="B43">Gerloff et al., 2003</xref>) and the wing venation pattern (<xref ref-type="bibr" rid="B42">Gerard et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Bortolotti et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Bogo et al., 2022</xref>). Here, we show that their cuticular hydrocarbon profiles can also be used to reliably distinguish adult diploid and haploid <italic>B. terrestris</italic> males with an accuracy of 98%. The CHC reveals that diploid (early switching colonies) and haploid (late switching colonies) males present no qualitative differences on their CHC profile, but shows significant quantitative differences, with some compounds being more expressed in diploid males while others being overrepresented in haploid individuals. Therefore, these specific differences in the chemical profile of diploid males could potentially be used by workers as cues to start a premature competition over the male parentage in the colony with the queen. At the end of our experiment, nearly 50% of the workers had developed ovaries in both colony types. Previous studies have shown that, despite the high levels of ovary activation in workers, only around 4.5% of the total males produced are worker sons (<xref ref-type="bibr" rid="B2">Alaux et al., 2004b</xref>; <xref ref-type="bibr" rid="B62">Lopez-Vaamonde et al., 2004a</xref>), which implies that the queen wins the competition over the male parentage (<xref ref-type="bibr" rid="B23">Bourke and Ratnieks, 2001</xref>). This could be an indication that workers have a limited potential to mitigate the fitness loss due to diploid male production. Nevertheless, worker matricide toward the end of the season is not uncommon in <italic>B. terrestris</italic> and allows workers to reproduce without interference by the mother queen (<xref ref-type="bibr" rid="B88">Van Honk et al., 1981</xref>; <xref ref-type="bibr" rid="B87">Van Doorn and Heringa, 1986</xref>; <xref ref-type="bibr" rid="B20">Bourke, 1994</xref>; <xref ref-type="bibr" rid="B94">Wenseleers et al., 2021</xref>), which could constitute an advantage for early switching colonies to produce workers&#x2019; haploid males instead of the queen&#x2019;s diploid ones. Nevertheless, the difference in the frequency of matricide between early and late switching colonies is currently unknown (<xref ref-type="bibr" rid="B49">Goulson, 2010</xref>).</p>
<p>In conclusion, in this study we show that in our study population, early switching colonies of <italic>B. terrestris</italic>, might be resulting from queens mated with males that by chance carry the same sex allele. In our study the frequency of early switching colonies was relatively low, being observed in only 6% of the colonies, which is in accordance with a previous study (<xref ref-type="bibr" rid="B64">Lopez-Vaamonde et al., 2003</xref>). However, there is an overwhelming bias toward laboratory studies with respect to the proportions of the two colony types, which might not fully reflect the situation in natural conditions. While the frequency of early and late switching colonies was rarely assessed in the field, some studies show that the proportion of early switching colonies was much higher than what is observed in laboratory conditions (50% in <xref ref-type="bibr" rid="B34">Duchateau and Velthuis, 1988</xref>; 14% in <xref ref-type="bibr" rid="B102">Yeninar and Kaftanoglu, 1996</xref>). Unfortunately, the ploidy of the first male cohort emerging in early switching colonies was not determined in any of these occasions. In addition, the diploid brood was assumed to be females in experiments determining the ploidy of eggs (<xref ref-type="bibr" rid="B64">Lopez-Vaamonde et al., 2003</xref>, <xref ref-type="bibr" rid="B63">2004b</xref>). Our results alone cannot preclude the existence of different populations with early switching colonies producing haploid males early in the season. Therefore, testing the generality of our findings in other <italic>B. terrestris</italic> populations is an interesting topic for future investigations.</p>
<p>The presence of diploid males is linked with the number of sex alleles in the population, which was estimated to be 24 for <italic>B. terrestris</italic> (<xref ref-type="bibr" rid="B32">Duchateau et al., 1994</xref>). However, this number could be an overestimate of the alleles actually available in wild that can vary from population to population. Furthermore, habitat fragmentation is another factor that increases population susceptibility to the loss of genetic diversity (<xref ref-type="bibr" rid="B41">Frankham et al., 2002</xref>; <xref ref-type="bibr" rid="B57">Keller and Waller, 2002</xref>). Many bumblebees population have suffered a sharp decline in recent decades, in which it is already possible to observe diploid males in wild populations at detectable frequencies (<italic>B. muscorum</italic>, <xref ref-type="bibr" rid="B29">Darvill et al., 2006</xref>; <italic>B. sylvarum</italic>, <xref ref-type="bibr" rid="B37">Ellis et al., 2006</xref>; <italic>B. florilegus</italic>, <xref ref-type="bibr" rid="B83">Takahashi et al., 2008</xref>; <italic>B. occidentalis</italic>, <italic>B. perplexus</italic>, <xref ref-type="bibr" rid="B95">Whidden and Owen, 2011</xref>). Therefore, the detection of diploid males in wild is an essential parameter in hymenopteran conservation genetics since high frequencies of homozygotes may signal genetic depletion resulting from matched mating, small habitat size, habitat fragmentation, loss of genetic diversity, or a combination of these factors (<xref ref-type="bibr" rid="B70">Packer and Owen, 2001</xref>).</p>
<p>Finally, our results suggest the existence of a mechanism by which a matched mated queen can prevent the emergence of diploid males during the first batch of brood but is no longer able to do so later on during the colony cycle. In addition, our data suggest that the early onset of the competition point (<xref ref-type="bibr" rid="B13">Bloch, 1999</xref>), in which workers engage in direct competition over the male parentage with the queen, might be a consequence of the premature appearance of males in the colony. Together, our findings demonstrate that, similarly to the other two groups of highly eusocial corbiculate bees (i.e., honeybees and stingless bees), the buff-tailed bumblebee <italic>B. terrestris</italic> might display a behavioral adaptation to prevent population decline due to diploid male production.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets and R scripts generated during the current study are available in the Mendeley Data repository, doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17632/FDM8924TKP.3">https://doi.org/10.17632/FDM8924TKP.3</ext-link> (<xref ref-type="bibr" rid="B31">Di Pietro et al., 2021</xref>).</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>RCO and TW conceived the original idea. VDP, AVO, FW, TW, and RCO designed the study. AVO and FW selected and provided the colonies. VDP performed the experiments and performed the dissections. VDP and HMF performed the chemical analysis. VDP, RCO, HMF, and TW performed data analysis and interpretation. VDP, HMF, and RCO prepared the first draft. All authors contributed to revision, proofreading, and the approved version before submission.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>AVO and FW were employed by company Biobest Group NV. The remaining 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="pudiscl1" 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="S7" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Research Foundation Flanders (FWO) with the research grant G064120N, FWO postdoctoral grant postdoctoral grant 12R9619N and research grant 1502119N to RCO.</p>
</sec>
<ack>
<p>We thank Bart Hellemans for his assistance with the microsatellite genotyping and C&#x00E1;tia Jos&#x00E9; Neves for her helpful insights in the microsatellite analysis.</p>
</ack>
<sec id="S9" 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/fevo.2022.844251/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2022.844251/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.CSV" id="TS1" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.CSV" id="TS2" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_3.CSV" id="TS3" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_4.CSV" id="TS4" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_5.CSV" id="TS5" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_6.CSV" id="TS6" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_7.CSV" id="TS7" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_8.CSV" id="TS8" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_9.CSV" id="TS9" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_10.CSV" id="TS10" mimetype="text/csv" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aitchison</surname> <given-names>J.</given-names></name></person-group> (<year>1982</year>). <article-title>The statistical analysis of compositional data.</article-title> <source><italic>J. R. Stat. Soc. Ser. B Methodol.</italic></source> <volume>44</volume> <fpage>139</fpage>&#x2013;<lpage>160</lpage>. <pub-id pub-id-type="doi">10.1111/j.2517-6161.1982.tb01195.x</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alaux</surname> <given-names>C.</given-names></name> <name><surname>Savarit</surname> <given-names>F.</given-names></name> <name><surname>Jaisson</surname> <given-names>P.</given-names></name> <name><surname>Hefetz</surname> <given-names>A.</given-names></name></person-group> (<year>2004b</year>). <article-title>Does the queen win it all? Queen-worker conflict over male production in the bumblebee, <italic>Bombus terrestris</italic>.</article-title> <source><italic>Naturwissenschaften</italic></source> <volume>91</volume> <fpage>400</fpage>&#x2013;<lpage>403</lpage>. <pub-id pub-id-type="doi">10.1007/s00114-004-0547-3</pub-id> <pub-id pub-id-type="pmid">15278221</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alaux</surname> <given-names>C.</given-names></name> <name><surname>Jaisson</surname> <given-names>P.</given-names></name> <name><surname>Hefetz</surname> <given-names>A.</given-names></name></person-group> (<year>2004a</year>). <article-title>Queen influence on worker reproduction in bumblebees (<italic>Bombus terrestris</italic>) colonies.</article-title> <source><italic>Insectes Soc.</italic></source> <volume>51</volume> <fpage>287</fpage>&#x2013;<lpage>293</lpage>. <pub-id pub-id-type="doi">10.1007/s00040-004-0741-5</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alaux</surname> <given-names>C.</given-names></name> <name><surname>Jaisson</surname> <given-names>P.</given-names></name> <name><surname>Hefetz</surname> <given-names>A.</given-names></name></person-group> (<year>2005</year>). <article-title>Reproductive decision-making in semelparous colonies of the bumblebee <italic>Bombus terrestris</italic>.</article-title> <source><italic>Behav. Ecol. Sociobiol.</italic></source> <volume>59</volume> <fpage>270</fpage>&#x2013;<lpage>277</lpage>. <pub-id pub-id-type="doi">10.1007/s00265-005-0035-6</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alves</surname> <given-names>D. A.</given-names></name> <name><surname>Imperatriz-Fonseca</surname> <given-names>V. L.</given-names></name> <name><surname>Francoy</surname> <given-names>T. M.</given-names></name> <name><surname>Santos-Filho</surname> <given-names>P. S.</given-names></name> <name><surname>Billen</surname> <given-names>J.</given-names></name> <name><surname>Wenseleers</surname> <given-names>T.</given-names></name></person-group> (<year>2011</year>). <article-title>Successful maintenance of a stingless bee population despite a severe genetic bottleneck.</article-title> <source><italic>Conserv. Genet.</italic></source> <volume>12</volume> <fpage>647</fpage>&#x2013;<lpage>658</lpage>. <pub-id pub-id-type="doi">10.1007/s10592-010-0171-z</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amsalem</surname> <given-names>E.</given-names></name> <name><surname>Twele</surname> <given-names>R.</given-names></name> <name><surname>Francke</surname> <given-names>W.</given-names></name> <name><surname>Hefetz</surname> <given-names>A.</given-names></name></person-group> (<year>2009</year>). <article-title>Reproductive competition in the bumble-bee <italic>Bombus terrestris</italic>: do workers advertise sterility?</article-title> <source><italic>Proc. R. Soc. B Biol. Sci.</italic></source> <volume>276</volume> <fpage>1295</fpage>&#x2013;<lpage>1304</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.2008.1688</pub-id> <pub-id pub-id-type="pmid">19129137</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ayabe</surname> <given-names>T.</given-names></name> <name><surname>Hoshiba</surname> <given-names>H.</given-names></name> <name><surname>Ono</surname> <given-names>M.</given-names></name></person-group> (<year>2004</year>). <article-title>Cytological evidence for triploid males and females in the bumblebee, <italic>Bombus terrestris</italic>.</article-title> <source><italic>Chromosome Res.</italic></source> <volume>12</volume> <fpage>215</fpage>&#x2013;<lpage>223</lpage>. <pub-id pub-id-type="doi">10.1023/B:CHRO.0000021880.83639.4b</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ayasse</surname> <given-names>M.</given-names></name> <name><surname>Birnbaum</surname> <given-names>J.</given-names></name> <name><surname>Teng&#x00F6;</surname> <given-names>J.</given-names></name> <name><surname>van Doorn</surname> <given-names>A.</given-names></name> <name><surname>Taghizadeh</surname> <given-names>T.</given-names></name> <name><surname>Francke</surname> <given-names>W.</given-names></name></person-group> (<year>1999</year>). <article-title>Caste-and colony-specific chemical signals on eggs of the bumble bee, <italic>Bombus terrestris</italic> L. (Hymenoptera: Apidae).</article-title> <source><italic>Chemoecology</italic></source> <volume>9</volume> <fpage>119</fpage>&#x2013;<lpage>126</lpage>. <pub-id pub-id-type="doi">10.1007/s000490050042</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baer</surname> <given-names>B.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>2003</year>). <article-title>Effects of selective episodes in the field on life history traits in the bumblebee <italic>Bombus terrestris</italic>.</article-title> <source><italic>Oikos</italic></source> <volume>101</volume> <fpage>563</fpage>&#x2013;<lpage>568</lpage>. <pub-id pub-id-type="doi">10.1034/j.1600-0706.2003.12395.x</pub-id> <pub-id pub-id-type="pmid">11841302</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bates</surname> <given-names>D.</given-names></name> <name><surname>M&#x00E4;chler</surname> <given-names>M.</given-names></name> <name><surname>Bolker</surname> <given-names>B.</given-names></name> <name><surname>Walker</surname> <given-names>S.</given-names></name></person-group> (<year>2015</year>). <article-title>Fitting linear mixed-effects models using lme4.</article-title> <source><italic>J. Stat. Softw.</italic></source> <volume>67</volume> <fpage>1</fpage>&#x2013;<lpage>48</lpage>. <pub-id pub-id-type="doi">10.18637/jss.v067.i01</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beekman</surname> <given-names>M.</given-names></name> <name><surname>Van Stratum</surname> <given-names>P.</given-names></name></person-group> (<year>1998</year>). <article-title>Bumblebee sex ratios: why do bumblebees produce so many males?</article-title> <source><italic>Proc. R. Soc. B Biol. Sci.</italic></source> <volume>265</volume> <fpage>1535</fpage>&#x2013;<lpage>1543</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.1998.0469</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beekman</surname> <given-names>M.</given-names></name> <name><surname>Van Stratum</surname> <given-names>P.</given-names></name> <name><surname>Veerman</surname> <given-names>A.</given-names></name></person-group> (<year>1999</year>). <article-title>Selection for non-diapause in the bumblebee <italic>Bombus terrestris</italic>, with notes on the effect of inbreeding.</article-title> <source><italic>Entomol. Exp. Appl.</italic></source> <volume>93</volume> <fpage>69</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1046/j.1570-7458.1999.00563.x</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bloch</surname> <given-names>G.</given-names></name></person-group> (<year>1999</year>). <article-title>Regulation of queen&#x2013;worker conflict in bumble bee (<italic>Bombus terrestris</italic>) colonies.</article-title> <source><italic>Proc. R. Soc. Lond. Ser. B Biol. Sci.</italic></source> <volume>266</volume> <fpage>2465</fpage>&#x2013;<lpage>2469</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.1999.0947</pub-id> <pub-id pub-id-type="pmid">10693816</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bloch</surname> <given-names>G.</given-names></name> <name><surname>Hefetz</surname> <given-names>A.</given-names></name></person-group> (<year>1999</year>). <article-title>Regulation of reproduction by dominant workers in bumblebee (<italic>Bombus terrestris</italic>) queenright colonies.</article-title> <source><italic>Behav. Ecol. Sociobiol.</italic></source> <volume>45</volume> <fpage>125</fpage>&#x2013;<lpage>135</lpage>. <pub-id pub-id-type="doi">10.1007/s002650050546</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bogo</surname> <given-names>G.</given-names></name> <name><surname>Cejas</surname> <given-names>D.</given-names></name> <name><surname>De la R&#x00FA;a</surname> <given-names>P.</given-names></name> <name><surname>Bortolotti</surname> <given-names>L.</given-names></name></person-group> (<year>2022</year>). <article-title>How to get rid of diploid bumblebee males&#x2013;variability in wing size and shape does not allow within-colony ploidy discrimination.</article-title> <source><italic>Entomol. Exp. Appl.</italic></source> <volume>170</volume> <fpage>182</fpage>&#x2013;<lpage>192</lpage>. <pub-id pub-id-type="doi">10.1111/eea.13128</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bogo</surname> <given-names>G.</given-names></name> <name><surname>De Manincor</surname> <given-names>N.</given-names></name> <name><surname>Fisogni</surname> <given-names>A.</given-names></name> <name><surname>Galloni</surname> <given-names>M.</given-names></name> <name><surname>Zavatta</surname> <given-names>L.</given-names></name> <name><surname>Bortolotti</surname> <given-names>L.</given-names></name></person-group> (<year>2018</year>). <article-title>No evidence for an inbreeding avoidance system in the bumble bee <italic>Bombus terrestris</italic>.</article-title> <source><italic>Apidologie</italic></source> <volume>49</volume> <fpage>473</fpage>&#x2013;<lpage>483</lpage>. <pub-id pub-id-type="doi">10.1007/s13592-018-0575-1</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Borges</surname> <given-names>A. A.</given-names></name> <name><surname>Ferreira-Caliman</surname> <given-names>M. J.</given-names></name> <name><surname>Nascimento</surname> <given-names>F. S.</given-names></name> <name><surname>Campos</surname> <given-names>L. A. O.</given-names></name> <name><surname>Tavares</surname> <given-names>M. G.</given-names></name></person-group> (<year>2012</year>). <article-title>Characterization of cuticular hydrocarbons of diploid and haploid males, workers and queens of the stingless bee <italic>Melipona quadrifasciata</italic>.</article-title> <source><italic>Insectes Soc.</italic></source> <volume>59</volume> <fpage>479</fpage>&#x2013;<lpage>486</lpage>. <pub-id pub-id-type="doi">10.1007/s00040-012-0242-x</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bortolotti</surname> <given-names>L.</given-names></name> <name><surname>Fiorillo</surname> <given-names>F.</given-names></name> <name><surname>Dall&#x2019;Olio</surname> <given-names>R.</given-names></name> <name><surname>Cejas</surname> <given-names>D.</given-names></name> <name><surname>De la R&#x00FA;a</surname> <given-names>P.</given-names></name> <name><surname>Bogo</surname> <given-names>G.</given-names></name></person-group> (<year>2021</year>). <article-title>Ploidy determination in <italic>Bombus terrestris</italic> males: cost-efficiency comparison among different techniques.</article-title> <source><italic>J. Apic. Res.</italic></source> <volume>61</volume>, <fpage>180</fpage>&#x2013;<lpage>189</lpage>. <pub-id pub-id-type="doi">10.1080/00218839.2021.1959753</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bortolotti</surname> <given-names>L.</given-names></name> <name><surname>Fiorillo</surname> <given-names>F.</given-names></name> <name><surname>Zavatta</surname> <given-names>L.</given-names></name> <name><surname>De Rogatis</surname> <given-names>A.</given-names></name> <name><surname>Bogo</surname> <given-names>G.</given-names></name></person-group> (<year>2020</year>). <article-title>Influence of inbreeding in the early stages of artificially reared colonies of <italic>Bombus terrestris</italic>.</article-title> <source><italic>J. Appl. Entomol.</italic></source> <volume>144</volume> <fpage>637</fpage>&#x2013;<lpage>646</lpage>. <pub-id pub-id-type="doi">10.1111/jen.12765</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name></person-group> (<year>1994</year>). <article-title>Worker matricide in social bees and wasps.</article-title> <source><italic>J. Theor. Biol.</italic></source> <volume>167</volume> <fpage>283</fpage>&#x2013;<lpage>292</lpage>. <pub-id pub-id-type="doi">10.1006/jtbi.1994.1070</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name></person-group> (<year>1997</year>). <article-title>Sex ratios in bumble bees.</article-title> <source><italic>Philos. Trans. R. Soc. B Biol. Sci.</italic></source> <volume>352</volume> <fpage>1921</fpage>&#x2013;<lpage>1933</lpage>. <pub-id pub-id-type="doi">10.1098/rstb.1997.0179</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name> <name><surname>Franks</surname> <given-names>N. R.</given-names></name></person-group> (<year>1995</year>). <source><italic>Social Evolution in Ants.</italic></source> <publisher-loc>Princeton, NJ</publisher-loc>: <publisher-name>Princeton University Press</publisher-name>. <pub-id pub-id-type="doi">10.1515/9780691206899</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name> <name><surname>Ratnieks</surname> <given-names>F. L. W.</given-names></name></person-group> (<year>2001</year>). <article-title>Kin-selected conflict in the bumble-bee <italic>Bombus terrestris</italic> (Hymenoptera: Apidae).</article-title> <source><italic>Proc. R. Soc. B Biol. Sci.</italic></source> <volume>268</volume> <fpage>347</fpage>&#x2013;<lpage>355</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.2000.1381</pub-id> <pub-id pub-id-type="pmid">11270430</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>M. J.</given-names></name> <name><surname>Baer</surname> <given-names>B.</given-names></name></person-group> (<year>2005</year>). <article-title>The evolutionary significance of long copulation duration in bumble bees.</article-title> <source><italic>Apidologie</italic></source> <volume>36</volume> <fpage>157</fpage>&#x2013;<lpage>167</lpage>. <pub-id pub-id-type="doi">10.1051/apido:2005008</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bulmer</surname> <given-names>M. G.</given-names></name></person-group> (<year>1981</year>). <article-title>Worker-queen conflict in annual social Hymenoptera.</article-title> <source><italic>J. Theor. Biol.</italic></source> <volume>93</volume> <fpage>239</fpage>&#x2013;<lpage>251</lpage>. <pub-id pub-id-type="doi">10.1016/0022-5193(81)90068-0</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bulmer</surname> <given-names>M. G.</given-names></name></person-group> (<year>1983</year>). <article-title>The significance of protandry in social Hymenoptera.</article-title> <source><italic>Am. Nat.</italic></source> <volume>121</volume> <fpage>540</fpage>&#x2013;<lpage>551</lpage>. <pub-id pub-id-type="doi">10.1086/284081</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chapman</surname> <given-names>R. E.</given-names></name> <name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name></person-group> (<year>2001</year>). <article-title>The influence of sociality on the conservation biology of social insects.</article-title> <source><italic>Ecol. Lett.</italic></source> <volume>4</volume> <fpage>650</fpage>&#x2013;<lpage>662</lpage>. <pub-id pub-id-type="doi">10.1046/j.1461-0248.2001.00253.x</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cook</surname> <given-names>J. M.</given-names></name> <name><surname>Crozier</surname> <given-names>R. H.</given-names></name></person-group> (<year>1995</year>). <article-title>Sex determination and population biology in the Hymenoptera.</article-title> <source><italic>Trends Ecol. Evol.</italic></source> <volume>10</volume> <fpage>281</fpage>&#x2013;<lpage>286</lpage>. <pub-id pub-id-type="doi">10.1016/0169-5347(95)90011-X</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darvill</surname> <given-names>B.</given-names></name> <name><surname>Ellis</surname> <given-names>J. S.</given-names></name> <name><surname>Lye</surname> <given-names>G. C.</given-names></name> <name><surname>Goulson</surname> <given-names>D.</given-names></name></person-group> (<year>2006</year>). <article-title>Population structure and inbreeding in a rare and declining bumblebee, <italic>Bombus muscorum</italic> (Hymenoptera: Apidae).</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>15</volume> <fpage>601</fpage>&#x2013;<lpage>611</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-294X.2006.02797.x</pub-id> <pub-id pub-id-type="pmid">16499688</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darvill</surname> <given-names>B.</given-names></name> <name><surname>Lepais</surname> <given-names>O.</given-names></name> <name><surname>Woodall</surname> <given-names>L. C.</given-names></name> <name><surname>Goulson</surname> <given-names>D.</given-names></name></person-group> (<year>2012</year>). <article-title>Triploid bumblebees indicate a direct cost of inbreeding in fragmented populations.</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>21</volume> <fpage>3988</fpage>&#x2013;<lpage>3995</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-294X.2012.05679.x</pub-id> <pub-id pub-id-type="pmid">22734895</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Di Pietro</surname> <given-names>V.</given-names></name> <name><surname>Ferreira</surname> <given-names>H. M.</given-names></name> <name><surname>Van Oystaeyen</surname> <given-names>A.</given-names></name> <name><surname>W&#x00E4;ckers</surname> <given-names>F.</given-names></name> <name><surname>Wenseleers</surname> <given-names>T.</given-names></name> <name><surname>Oliveira</surname> <given-names>R. C.</given-names></name></person-group> (<year>2021</year>). <source><italic>Distinct Colony Types Caused by Diploid Male Production in the Buff-Tailed Bumblebee Bombus terrestris. V3 [Dataset].</italic></source> <pub-id pub-id-type="doi">10.17632/FDM8924TKP.3</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duchateau</surname> <given-names>M. J.</given-names></name> <name><surname>Hoshiba</surname> <given-names>H.</given-names></name> <name><surname>Velthuis</surname> <given-names>H. H. W.</given-names></name></person-group> (<year>1994</year>). <article-title>Diploid males in the bumble bee <italic>Bombus terrestris</italic>. Sex determination, sex alleles and viability.</article-title> <source><italic>Entomol. Exp. Appl.</italic></source> <volume>71</volume> <fpage>263</fpage>&#x2013;<lpage>269</lpage>. <pub-id pub-id-type="doi">10.1111/j.1570-7458.1994.tb01793.x</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duchateau</surname> <given-names>M. J.</given-names></name> <name><surname>Mari&#x00EB;n</surname> <given-names>J.</given-names></name></person-group> (<year>1995</year>). <article-title>Sexual biology of haploid and diploid males in the bumble bee <italic>Bombus terrestris</italic>.</article-title> <source><italic>Insectes Soc.</italic></source> <volume>42</volume> <fpage>255</fpage>&#x2013;<lpage>266</lpage>. <pub-id pub-id-type="doi">10.1007/BF01240420</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duchateau</surname> <given-names>M. J.</given-names></name> <name><surname>Velthuis</surname> <given-names>H. H. W.</given-names></name></person-group> (<year>1988</year>). <article-title>Development and reproductive strategies in <italic>Bombus terrestris</italic> colonies.</article-title> <source><italic>Behaviour</italic></source> <volume>107</volume> <fpage>186</fpage>&#x2013;<lpage>207</lpage>. <pub-id pub-id-type="doi">10.1163/156853988X00340</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duchateau</surname> <given-names>M. J.</given-names></name> <name><surname>Velthuis</surname> <given-names>H. H. W.</given-names></name></person-group> (<year>1989</year>). <article-title>Ovarian development and egg laying in workers of <italic>Bombus terrestris</italic>.</article-title> <source><italic>Entomol. Exp. Appl.</italic></source> <volume>51</volume> <fpage>199</fpage>&#x2013;<lpage>213</lpage>. <pub-id pub-id-type="doi">10.1111/j.1570-7458.1989.tb01231.x</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duchateau</surname> <given-names>M. J.</given-names></name> <name><surname>Velthuis</surname> <given-names>H. H. W.</given-names></name> <name><surname>Boomsma</surname> <given-names>J. J.</given-names></name></person-group> (<year>2004</year>). <article-title>Sex ratio variation in the bumblebee <italic>Bombus terrestris</italic>.</article-title> <source><italic>Behav. Ecol.</italic></source> <volume>15</volume> <fpage>71</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1093/beheco/arg087</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ellis</surname> <given-names>J. S.</given-names></name> <name><surname>Knight</surname> <given-names>M. E.</given-names></name> <name><surname>Darvill</surname> <given-names>B.</given-names></name> <name><surname>Goulson</surname> <given-names>D.</given-names></name></person-group> (<year>2006</year>). <article-title>Extremely low effective population sizes, genetic structuring and reduced genetic diversity in a threatened bumblebee species, <italic>Bombus sylvarum</italic> (Hymenoptera: Apidae).</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>15</volume> <fpage>4375</fpage>&#x2013;<lpage>4386</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-294X.2006.03121.x</pub-id> <pub-id pub-id-type="pmid">17107471</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Engels</surname> <given-names>W.</given-names></name> <name><surname>Imperatriz-Fonseca</surname> <given-names>V. L.</given-names></name></person-group> (<year>1990</year>). &#x201C;<article-title>Caste development, reproductive strategies, and control of fertility in honey bees and stingless bees</article-title>,&#x201D; in <source><italic>Social Insects</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Engels</surname> <given-names>W.</given-names></name></person-group> (<publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>167</fpage>&#x2013;<lpage>230</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-642-74490-7_9</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Estoup</surname> <given-names>A.</given-names></name> <name><surname>Scholl</surname> <given-names>A.</given-names></name> <name><surname>Pouvreau</surname> <given-names>A.</given-names></name> <name><surname>Solignac</surname> <given-names>M.</given-names></name></person-group> (<year>1995</year>). <article-title>Monoandry and polyandry in bumble bees (Hymenoptera; Bombinae) as evidenced by highly variable microsatellites.</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>4</volume> <fpage>89</fpage>&#x2013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-294x.1995.tb00195.x</pub-id> <pub-id pub-id-type="pmid">7711957</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foster</surname> <given-names>R. L.</given-names></name></person-group> (<year>1992</year>). <article-title>Nestmate recognition as an inbreeding avoidance mechanism in bumble bees (Hymenoptera: Apidae).</article-title> <source><italic>J. Kansas Entomol. Soc.</italic></source> <volume>65</volume> <fpage>238</fpage>&#x2013;<lpage>243</lpage>.</citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frankham</surname> <given-names>R.</given-names></name> <name><surname>Ballou</surname> <given-names>S. E. J. D.</given-names></name> <name><surname>Briscoe</surname> <given-names>D. A.</given-names></name> <name><surname>Ballou</surname> <given-names>J. D.</given-names></name></person-group> (<year>2002</year>). <source><italic>Introduction to Conservation Genetics</italic></source>. <publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge university press</publisher-name>.</citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gerard</surname> <given-names>M.</given-names></name> <name><surname>Michez</surname> <given-names>D.</given-names></name> <name><surname>Fournier</surname> <given-names>D.</given-names></name> <name><surname>Maebe</surname> <given-names>K.</given-names></name> <name><surname>Smagghe</surname> <given-names>G.</given-names></name> <name><surname>Biesmeijer</surname> <given-names>J. C.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Discrimination of haploid and diploid males of <italic>Bombus terrestris</italic> (Hymenoptera; Apidae) based on wing shape.</article-title> <source><italic>Apidologie</italic></source> <volume>46</volume> <fpage>644</fpage>&#x2013;<lpage>653</lpage>. <pub-id pub-id-type="doi">10.1007/s13592-015-0352-3</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gerloff</surname> <given-names>C. U.</given-names></name> <name><surname>Ottmer</surname> <given-names>B. K.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>2003</year>). <article-title>Effects of inbreeding on immune response and body size in a social insect, <italic>Bombus terrestris</italic>.</article-title> <source><italic>Funct. Ecol.</italic></source> <volume>17</volume> <fpage>582</fpage>&#x2013;<lpage>589</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-2435.2003.00769.x</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gerloff</surname> <given-names>C. U.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>2005</year>). <article-title>Inbreeding depression and family variation in a social insect, <italic>Bombus terrestris</italic> (Hymenoptera: Apidae).</article-title> <source><italic>Oikos</italic></source> <volume>111</volume> <fpage>67</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1111/j.0030-1299.2005.13980.x</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gienapp</surname> <given-names>P.</given-names></name> <name><surname>Teplitsky</surname> <given-names>C.</given-names></name> <name><surname>Alho</surname> <given-names>J. S.</given-names></name> <name><surname>Mills</surname> <given-names>J. A.</given-names></name> <name><surname>Meril&#x00E4;</surname> <given-names>J.</given-names></name></person-group> (<year>2008</year>). <article-title>Climate change and evolution: disentangling environmental and genetic responses.</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>17</volume> <fpage>167</fpage>&#x2013;<lpage>178</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-294X.2007.03413.x</pub-id> <pub-id pub-id-type="pmid">18173499</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gosterit</surname> <given-names>A.</given-names></name></person-group> (<year>2016</year>). <article-title>Adverse effects of inbreeding on colony foundation success in bumblebees, <italic>Bombus terrestris</italic> (Hymenoptera: Apidae).</article-title> <source><italic>Appl. Entomol. Zool.</italic></source> <volume>51</volume> <fpage>521</fpage>&#x2013;<lpage>526</lpage>. <pub-id pub-id-type="doi">10.1007/s13355-016-0427-2</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gosterit</surname> <given-names>A.</given-names></name> <name><surname>Koskan</surname> <given-names>O.</given-names></name> <name><surname>Gurel</surname> <given-names>F.</given-names></name></person-group> (<year>2016</year>). <article-title>The relationship of weight and ovarian development in <italic>Bombus terrestris</italic> workers under different social conditions.</article-title> <source><italic>J. Apic. Sci.</italic></source> <volume>60</volume> <fpage>51</fpage>&#x2013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1515/jas-2016-0016</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goudet</surname> <given-names>J.</given-names></name></person-group> (<year>2005</year>). <article-title>Hierfstat, a package for R to compute and test hierarchical F-statistics.</article-title> <source><italic>Mol. Ecol. Notes</italic></source> <volume>5</volume> <fpage>184</fpage>&#x2013;<lpage>186</lpage>. <pub-id pub-id-type="doi">10.1111/j.1471-8286.2004.00828.x</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goulson</surname> <given-names>D.</given-names></name></person-group> (<year>2010</year>). <source><italic>Bumblebees: Behaviour, Ecology and Conservation.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>. <pub-id pub-id-type="doi">10.1086/655083</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hamilton</surname> <given-names>W. D.</given-names></name></person-group> (<year>1964</year>). <article-title>The genetical evolution of social behaviour. II.</article-title> <source><italic>J. Theor. Biol.</italic></source> <volume>7</volume> <fpage>17</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/0022-5193(64)90039-6</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harpur</surname> <given-names>B. A.</given-names></name> <name><surname>Sobhani</surname> <given-names>M.</given-names></name> <name><surname>Zayed</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title>A review of the consequences of complementary sex determination and diploid male production on mating failures in the Hymenoptera.</article-title> <source><italic>Entomol. Exp. Appl.</italic></source> <volume>146</volume> <fpage>156</fpage>&#x2013;<lpage>164</lpage>. <pub-id pub-id-type="doi">10.1111/j.1570-7458.2012.01306.x</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heimpel</surname> <given-names>G. E.</given-names></name> <name><surname>De Boer</surname> <given-names>J. G.</given-names></name></person-group> (<year>2008</year>). <article-title>Sex determination in the Hymenoptera.</article-title> <source><italic>Annu. Rev. Entomol.</italic></source> <volume>53</volume> <fpage>209</fpage>&#x2013;<lpage>230</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.ento.53.103106.093441</pub-id> <pub-id pub-id-type="pmid">17803453</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Helms</surname> <given-names>K. R.</given-names></name></person-group> (<year>1999</year>). <article-title>Colony sex ratios, conflict between queens and workers, and apparent queen control in the ant <italic>Pheidole desertorum</italic>.</article-title> <source><italic>Evolution</italic></source> <volume>53</volume> <fpage>1470</fpage>&#x2013;<lpage>1478</lpage>. <pub-id pub-id-type="doi">10.1111/j.1558-5646.1999.tb05411.x</pub-id> <pub-id pub-id-type="pmid">28565543</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoffmann</surname> <given-names>A. A.</given-names></name> <name><surname>Willi</surname> <given-names>Y.</given-names></name></person-group> (<year>2008</year>). <article-title>Detecting genetic responses to environmental change.</article-title> <source><italic>Nat. Rev. Genet.</italic></source> <volume>9</volume> <fpage>421</fpage>&#x2013;<lpage>432</lpage>. <pub-id pub-id-type="doi">10.1038/nrg2339</pub-id> <pub-id pub-id-type="pmid">18463665</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hothorn</surname> <given-names>T.</given-names></name> <name><surname>Bretz</surname> <given-names>F.</given-names></name> <name><surname>Westfall</surname> <given-names>P.</given-names></name></person-group> (<year>2008</year>). <article-title>Simultaneous inference in general parametric models.</article-title> <source><italic>Biom. J.</italic></source> <volume>50</volume> <fpage>346</fpage>&#x2013;<lpage>363</lpage>. <pub-id pub-id-type="doi">10.1002/bimj.200810425</pub-id> <pub-id pub-id-type="pmid">18481363</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassambara</surname> <given-names>A.</given-names></name> <name><surname>Mundt</surname> <given-names>F.</given-names></name></person-group> (<year>2017</year>). <source><italic>&#x201D;factoextra: Extract and Visualize the Results of Multivariate Data Analyses&#x201D;, in: CRAN repository.</italic></source></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Keller</surname> <given-names>L. F.</given-names></name> <name><surname>Waller</surname> <given-names>D. M.</given-names></name></person-group> (<year>2002</year>). <article-title>Inbreeding effects in wild populations.</article-title> <source><italic>Trends Ecol. Evol.</italic></source> <volume>17</volume> <fpage>230</fpage>&#x2013;<lpage>241</lpage>. <pub-id pub-id-type="doi">10.1016/S0169-5347(02)02489-8</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kolde</surname> <given-names>R.</given-names></name></person-group> (<year>2015</year>). <source><italic>&#x201D;pheatmap: Pretty Heatmaps&#x201D;, in: CRAN Repository.</italic></source></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>K&#x00FC;mmerli</surname> <given-names>R.</given-names></name> <name><surname>Keller</surname> <given-names>L.</given-names></name></person-group> (<year>2009</year>). <article-title>Patterns of split sex ratio in ants have multiple evolutionary causes based on different within-colony conflicts.</article-title> <source><italic>Biol. Lett.</italic></source> <volume>5</volume> <fpage>713</fpage>&#x2013;<lpage>716</lpage>. <pub-id pub-id-type="doi">10.1098/rsbl.2009.0295</pub-id> <pub-id pub-id-type="pmid">19457886</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>L&#x00EA;</surname> <given-names>S.</given-names></name> <name><surname>Josse</surname> <given-names>J.</given-names></name> <name><surname>Husson</surname> <given-names>F.</given-names></name></person-group> (<year>2008</year>). <article-title>FactoMineR: an R Package for multivariate analysis.</article-title> <source><italic>J. Stat. Softw.</italic></source> <volume>25</volume> <fpage>1</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.18637/jss.v025.i01</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lenth</surname> <given-names>R. V.</given-names></name></person-group> (<year>2016</year>). <article-title>Least-squares means: the R package lsmeans.</article-title> <source><italic>J. Stat. Softw.</italic></source> <volume>69</volume> <fpage>1</fpage>&#x2013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.18637/jss.v069.i01</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lopez-Vaamonde</surname> <given-names>C.</given-names></name> <name><surname>Koning</surname> <given-names>J. W.</given-names></name> <name><surname>Brown</surname> <given-names>R. M.</given-names></name> <name><surname>Jordan</surname> <given-names>W. C.</given-names></name> <name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name></person-group> (<year>2004a</year>). <article-title>Social parasitism by male-producing reproductive workers in a eusocial insect.</article-title> <source><italic>Nature</italic></source> <volume>430</volume> <fpage>557</fpage>&#x2013;<lpage>560</lpage>. <pub-id pub-id-type="doi">10.1038/nature02769</pub-id> <pub-id pub-id-type="pmid">15282605</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lopez-Vaamonde</surname> <given-names>C.</given-names></name> <name><surname>Koning</surname> <given-names>J. W.</given-names></name> <name><surname>Jordan</surname> <given-names>W. C.</given-names></name> <name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name></person-group> (<year>2004b</year>). <article-title>A test of information use by reproductive bumblebee workers.</article-title> <source><italic>Anim. Behav.</italic></source> <volume>68</volume> <fpage>811</fpage>&#x2013;<lpage>818</lpage>. <pub-id pub-id-type="doi">10.1016/j.anbehav.2004.01.007</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lopez-Vaamonde</surname> <given-names>C.</given-names></name> <name><surname>Koning</surname> <given-names>J. W.</given-names></name> <name><surname>Jordan</surname> <given-names>W. C.</given-names></name> <name><surname>Bourke</surname> <given-names>A. F. G.</given-names></name></person-group> (<year>2003</year>). <article-title>No evidence that reproductive bumblebee workers reduce the production of new queens.</article-title> <source><italic>Anim. Behav.</italic></source> <volume>66</volume> <fpage>577</fpage>&#x2013;<lpage>584</lpage>. <pub-id pub-id-type="doi">10.1006/anbe.2003.2205</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lopez-Vaamonde</surname> <given-names>C.</given-names></name> <name><surname>Raine</surname> <given-names>N. E.</given-names></name> <name><surname>Koning</surname> <given-names>J. W.</given-names></name> <name><surname>Brown</surname> <given-names>R. M.</given-names></name> <name><surname>Pereboom</surname> <given-names>J. J.</given-names></name> <name><surname>Ings</surname> <given-names>T. C.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Lifetime reproductive success and longevity of queens in an annual social insect.</article-title> <source><italic>J. Evol. Biol.</italic></source> <volume>22</volume> <fpage>983</fpage>&#x2013;<lpage>996</lpage>. <pub-id pub-id-type="doi">10.1111/j.1420-9101.2009.01706.x</pub-id> <pub-id pub-id-type="pmid">19298495</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martinez Arbizu</surname> <given-names>P.</given-names></name></person-group> (<year>2020</year>). <source><italic>&#x201D;pairwiseAdonis: Pairwise Multilevel Comparison Using Adonis&#x201D;, in: CRAN Repository.</italic></source></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meunier</surname> <given-names>J.</given-names></name> <name><surname>West</surname> <given-names>S. A.</given-names></name> <name><surname>Chapuisat</surname> <given-names>M.</given-names></name></person-group> (<year>2008</year>). <article-title>Split sex ratios in the social Hymenoptera: a meta-analysis.</article-title> <source><italic>Behav. Ecol.</italic></source> <volume>19</volume> <fpage>382</fpage>&#x2013;<lpage>390</lpage>. <pub-id pub-id-type="doi">10.1093/beheco/arm143</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nei</surname> <given-names>M.</given-names></name></person-group> (<year>1987</year>). <source><italic>Molecular Evolutionary Genetics.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Columbia university press</publisher-name>. <pub-id pub-id-type="doi">10.7312/nei-92038</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oksanen</surname> <given-names>J.</given-names></name> <name><surname>Blanchet</surname> <given-names>F. G.</given-names></name> <name><surname>Kindt</surname> <given-names>R.</given-names></name> <name><surname>Legendre</surname> <given-names>P.</given-names></name> <name><surname>Minchin</surname> <given-names>P. R.</given-names></name> <name><surname>O&#x2019;hara</surname> <given-names>R. B.</given-names></name><etal/></person-group> (<year>2013</year>). <source><italic>&#x201D;vegan: Community Ecology Package&#x201D;, in: CRAN repository.</italic></source></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Packer</surname> <given-names>L.</given-names></name> <name><surname>Owen</surname> <given-names>R.</given-names></name></person-group> (<year>2001</year>). <article-title>Population genetic aspects of pollinator decline.</article-title> <source><italic>Conserv. Ecol.</italic></source> <volume>5</volume>:<issue>4</issue>. <pub-id pub-id-type="doi">10.5751/ES-00267-050104</pub-id> <pub-id pub-id-type="pmid">30174746</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Page</surname> <given-names>R. E.</given-names> <suffix>Jr.</suffix></name></person-group> (<year>1980</year>). <article-title>The evolution of multiple mating behavior by honey bee queens (<italic>Apis mellifera</italic> L.).</article-title> <source><italic>Genetics</italic></source> <volume>96</volume> <fpage>263</fpage>&#x2013;<lpage>273</lpage>. <pub-id pub-id-type="doi">10.1093/genetics/96.1.263</pub-id> <pub-id pub-id-type="pmid">7203010</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Page</surname> <given-names>R. E.</given-names> <suffix>Jr.</suffix></name> <name><surname>Metcalf</surname> <given-names>R. A.</given-names></name></person-group> (<year>1982</year>). <article-title>Multiple mating, sperm utilization, and social evolution.</article-title> <source><italic>Am. Nat.</italic></source> <volume>119</volume> <fpage>263</fpage>&#x2013;<lpage>281</lpage>. <pub-id pub-id-type="doi">10.1086/283907</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pamilo</surname> <given-names>P.</given-names></name></person-group> (<year>1982</year>). <article-title>Genetic evolution of sex ratios in eusocial Hymenoptera: allele frequency simulations.</article-title> <source><italic>Am. Nat.</italic></source> <volume>119</volume> <fpage>638</fpage>&#x2013;<lpage>656</lpage>. <pub-id pub-id-type="doi">10.1086/283940</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perez</surname> <given-names>R.</given-names></name> <name><surname>Aron</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Adaptations to thermal stress in social insects: recent advances and future directions.</article-title> <source><italic>Biol. Rev.</italic></source> <volume>95</volume> <fpage>1535</fpage>&#x2013;<lpage>1553</lpage>. <pub-id pub-id-type="doi">10.1111/brv.12628</pub-id> <pub-id pub-id-type="pmid">33021060</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><collab>R Core Team</collab> (<year>2021</year>). <source><italic>R: A Language and Environment for Statistical Computing.</italic></source> <publisher-loc>Vienna</publisher-loc>: <publisher-name>R Foundation for Statistical Computing</publisher-name>.</citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ratnieks</surname> <given-names>F. L. W.</given-names></name></person-group> (<year>1990</year>). <article-title>The evolution of polyandry by queens in social Hymenoptera: the significance of the timing of removal of diploid males.</article-title> <source><italic>Behav. Ecol. Sociobiol.</italic></source> <volume>26</volume> <fpage>343</fpage>&#x2013;<lpage>348</lpage>. <pub-id pub-id-type="doi">10.1007/BF00171100</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reber Funk</surname> <given-names>C.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>R.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>2006</year>). <article-title>Microsatellite loci for <italic>Bombus</italic> spp.</article-title> <source><italic>Mol. Ecol. Notes</italic></source> <volume>6</volume> <fpage>83</fpage>&#x2013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.1111/j.1471-8286.2005.01147.x</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santomauro</surname> <given-names>G.</given-names></name> <name><surname>Oldham</surname> <given-names>N. J.</given-names></name> <name><surname>Boland</surname> <given-names>W.</given-names></name> <name><surname>Engels</surname> <given-names>W.</given-names></name></person-group> (<year>2004</year>). <article-title>Cannibalism of diploid drone larvae in the honey bee (<italic>Apis mellifera</italic>) is released by odd pattern of cuticular substances.</article-title> <source><italic>J. Apic. Res.</italic></source> <volume>43</volume> <fpage>69</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1080/00218839.2004.11101114</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>R.</given-names></name> <name><surname>Brunner</surname> <given-names>P. C.</given-names></name> <name><surname>Seeman</surname> <given-names>O. D.</given-names></name> <name><surname>Allen</surname> <given-names>G. R.</given-names></name></person-group> (<year>2007</year>). <article-title>Invasion success of the bumblebee, <italic>Bombus terrestris</italic>, despite a drastic genetic bottleneck.</article-title> <source><italic>Heredity</italic></source> <volume>99</volume> <fpage>414</fpage>&#x2013;<lpage>422</lpage>. <pub-id pub-id-type="doi">10.1038/sj.hdy.6801017</pub-id> <pub-id pub-id-type="pmid">17551520</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmid-Hempel</surname> <given-names>R.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>2000</year>). <article-title>Female mating frequencies in <italic>Bombus</italic> spp. from Central Europe.</article-title> <source><italic>Insectes Soc.</italic></source> <volume>47</volume> <fpage>36</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1007/s000400050006</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmid-Hempel</surname> <given-names>R.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>1998</year>). <article-title>Colony performance and immunocompetence of a social insect, <italic>Bombus terrestris</italic>, in poor and variable environments.</article-title> <source><italic>Funct. Ecol.</italic></source> <volume>12</volume> <fpage>22</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-2435.1998.00153.x</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stolle</surname> <given-names>E.</given-names></name> <name><surname>Rohde</surname> <given-names>M.</given-names></name> <name><surname>Vautrin</surname> <given-names>D.</given-names></name> <name><surname>Solignac</surname> <given-names>M.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Novel microsatellite DNA loci for <italic>Bombus terrestris</italic> (Linnaeus, 1758).</article-title> <source><italic>Mol. Ecol. Resour.</italic></source> <volume>9</volume> <fpage>1345</fpage>&#x2013;<lpage>1352</lpage>. <pub-id pub-id-type="doi">10.1111/j.1755-0998.2009.02610.x</pub-id> <pub-id pub-id-type="pmid">21564905</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Takahashi</surname> <given-names>J.</given-names></name> <name><surname>Ayabe</surname> <given-names>T.</given-names></name> <name><surname>Mitsuhata</surname> <given-names>M.</given-names></name> <name><surname>Shimizu</surname> <given-names>I.</given-names></name> <name><surname>Ono</surname> <given-names>M.</given-names></name></person-group> (<year>2008</year>). <article-title>Diploid male production in a rare and locally distributed bumblebee, <italic>Bombus florilegus</italic> (Hymenoptera, Apidae).</article-title> <source><italic>Insectes Soc.</italic></source> <volume>55</volume> <fpage>43</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1007/s00040-007-0976-z</pub-id></citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Templeton</surname> <given-names>A. R.</given-names></name> <name><surname>Shaw</surname> <given-names>K.</given-names></name> <name><surname>Routman</surname> <given-names>E.</given-names></name> <name><surname>Davis</surname> <given-names>S. K.</given-names></name></person-group> (<year>1990</year>). <article-title>The genetic consequences of habitat fragmentation.</article-title> <source><italic>Ann. Mo. Bot. Garden</italic></source> <volume>1</volume> <fpage>13</fpage>&#x2013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.2307/2399621</pub-id></citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trivers</surname> <given-names>R. L.</given-names></name> <name><surname>Hare</surname> <given-names>H.</given-names></name></person-group> (<year>1976</year>). <article-title>Haploidploidy and the evolution of the social insect.</article-title> <source><italic>Science</italic></source> <volume>191</volume> <fpage>249</fpage>&#x2013;<lpage>263</lpage>. <pub-id pub-id-type="doi">10.1126/science.1108197</pub-id> <pub-id pub-id-type="pmid">1108197</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van der Blom</surname> <given-names>J.</given-names></name></person-group> (<year>1986</year>). <article-title>Reproductive dominance within colonies of <italic>Bombus terrestris</italic> (L.).</article-title> <source><italic>Behaviour</italic></source> <volume>97</volume> <fpage>37</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1163/156853986x00306</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Doorn</surname> <given-names>A.</given-names></name> <name><surname>Heringa</surname> <given-names>J.</given-names></name></person-group> (<year>1986</year>). <article-title>The ontogeny of a dominance hierarchy in colonies of the bumblebee Bombus terrestris (Hymenoptera, Apidae).</article-title> <source><italic>Insectes Soc.</italic></source> <volume>33</volume> <fpage>3</fpage>&#x2013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1007/BF02224031</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Honk</surname> <given-names>C. G. J.</given-names></name> <name><surname>R&#x00F6;seler</surname> <given-names>P. F.</given-names></name> <name><surname>Velthuis</surname> <given-names>H. H. W.</given-names></name> <name><surname>Hoogeveen</surname> <given-names>J. C.</given-names></name></person-group> (<year>1981</year>). <article-title>Factors influencing the egg laying of workers in a captive <italic>Bombus terrestris</italic> colony.</article-title> <source><italic>Behav. Ecol. Sociobiol.</italic></source> <volume>9</volume> <fpage>9</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.2307/4599404</pub-id></citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Wilgenburg</surname> <given-names>E.</given-names></name> <name><surname>Driessen</surname> <given-names>G.</given-names></name> <name><surname>Beukeboom</surname> <given-names>L. W.</given-names></name></person-group> (<year>2006</year>). <article-title>Single locus complementary sex determination in Hymenoptera: an&#x201D; unintelligent&#x201D; design?</article-title> <source><italic>Front. Zool.</italic></source> <volume>3</volume>:<issue>1</issue>. <pub-id pub-id-type="doi">10.1186/1742-9994-3-1</pub-id> <pub-id pub-id-type="pmid">16393347</pub-id></citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Venables</surname> <given-names>W. N.</given-names></name> <name><surname>Ripley</surname> <given-names>B. D.</given-names></name></person-group> (<year>2002</year>). <source><italic>Modern Applied Statistics with S.</italic></source> <publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer</publisher-name>. <pub-id pub-id-type="doi">10.1007/b97626</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vollet-Neto</surname> <given-names>A.</given-names></name> <name><surname>Oliveira</surname> <given-names>R. C.</given-names></name> <name><surname>Schillewaert</surname> <given-names>S.</given-names></name> <name><surname>Alves</surname> <given-names>D. A.</given-names></name> <name><surname>Wenseleers</surname> <given-names>T.</given-names></name> <name><surname>Nascimento</surname> <given-names>F. S.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Diploid male production results in queen death in the stingless bee <italic>Scaptotrigona depilis</italic>.</article-title> <source><italic>J. Chem. Ecol.</italic></source> <volume>43</volume> <fpage>403</fpage>&#x2013;<lpage>410</lpage>. <pub-id pub-id-type="doi">10.1007/s10886-017-0839-7</pub-id> <pub-id pub-id-type="pmid">28386801</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walsh</surname> <given-names>P. S.</given-names></name> <name><surname>Metzger</surname> <given-names>D. A.</given-names></name> <name><surname>Higuchi</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>Chelex 100 as a medium for simple extraction of DNA for PCR-based typing from forensic material.</article-title> <source><italic>Biotechniques</italic></source> <volume>54</volume> <fpage>134</fpage>&#x2013;<lpage>139</lpage>. <pub-id pub-id-type="doi">10.2144/000114018</pub-id> <pub-id pub-id-type="pmid">23599926</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weir</surname> <given-names>B. S.</given-names></name> <name><surname>Cockerham</surname> <given-names>C. C.</given-names></name></person-group> (<year>1984</year>). <article-title>Estimating F-statistics for the analysis of population structure.</article-title> <source><italic>Evolution</italic></source> <volume>38</volume> <fpage>1358</fpage>&#x2013;<lpage>1370</lpage>. <pub-id pub-id-type="doi">10.2307/2408641</pub-id></citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wenseleers</surname> <given-names>T.</given-names></name> <name><surname>Princen</surname> <given-names>S.</given-names></name> <name><surname>Caliari Oliveira</surname> <given-names>R.</given-names></name> <name><surname>Oi</surname> <given-names>C. A.</given-names></name></person-group> (<year>2021</year>). &#x201C;<article-title>Conflicts of interest within colonies</article-title>,&#x201D; in <source><italic>Encyclopedia of Social Insects</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Starr</surname> <given-names>C. K.</given-names></name></person-group> (<publisher-loc>Cham</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>1</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-319-90306-4_28-1</pub-id></citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whidden</surname> <given-names>T. L.</given-names></name> <name><surname>Owen</surname> <given-names>R. E.</given-names></name></person-group> (<year>2011</year>). <article-title>Frequencies of diploid males in natural populations of three North American bumble bee (<italic>Bombus</italic>) species (Hymenoptera: Apidae).</article-title> <source><italic>Ann. Entomol. Soc. Am.</italic></source> <volume>104</volume> <fpage>83</fpage>&#x2013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1603/AN10092</pub-id> <pub-id pub-id-type="pmid">33044624</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whitehorn</surname> <given-names>P. R.</given-names></name> <name><surname>Tinsley</surname> <given-names>M. C.</given-names></name> <name><surname>Brown</surname> <given-names>M. J. F.</given-names></name> <name><surname>Darvill</surname> <given-names>B.</given-names></name> <name><surname>Goulson</surname> <given-names>D.</given-names></name></person-group> (<year>2009</year>). <article-title>Impacts of inbreeding on bumblebee colony fitness under field conditions.</article-title> <source><italic>BMC Evol. Biol.</italic></source> <volume>9</volume>:<issue>152</issue>. <pub-id pub-id-type="doi">10.1186/1471-2148-9-152</pub-id> <pub-id pub-id-type="pmid">19573223</pub-id></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whiting</surname> <given-names>P. W.</given-names></name></person-group> (<year>1943</year>). <article-title>Multiple alleles in complementary sex determination of Habrobracon.</article-title> <source><italic>Genetics</italic></source> <volume>28</volume> <fpage>365</fpage>&#x2013;<lpage>382</lpage>. <pub-id pub-id-type="doi">10.1093/genetics/28.5.365</pub-id> <pub-id pub-id-type="pmid">17247094</pub-id></citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wilson</surname> <given-names>E. O.</given-names></name></person-group> (<year>1971</year>). <source><italic>The Insect Societies.</italic></source> <publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>Harvard University Press</publisher-name>.</citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Winston</surname> <given-names>M. L.</given-names></name></person-group> (<year>1996</year>). <article-title>Killer bees : the africanized honey bee in the Americas.</article-title> <source><italic>Perspect. Biol. Med.</italic></source> <volume>39</volume>:<issue>312</issue>. <pub-id pub-id-type="doi">10.1353/pbm.1996.0049</pub-id> <pub-id pub-id-type="pmid">34409987</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Woyke</surname> <given-names>J.</given-names></name></person-group> (<year>1962</year>). <article-title>The hatchability of &#x2018;lethal&#x2019;eggs in a two sex-allele fraternity of honeybees.</article-title> <source><italic>J. Apic. Res.</italic></source> <volume>1</volume> <fpage>6</fpage>&#x2013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1080/00218839.1962.11100040</pub-id></citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Woyke</surname> <given-names>J.</given-names></name></person-group> (<year>1963</year>). <article-title>What happens to diploid drone larvae in a honeybee colony.</article-title> <source><italic>J. Apic. Res.</italic></source> <volume>2</volume> <fpage>73</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1080/00218839.1963.11100063</pub-id></citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yeninar</surname> <given-names>H.</given-names></name> <name><surname>Kaftanoglu</surname> <given-names>O.</given-names></name></person-group> (<year>1996</year>). &#x201C;<article-title>Colony development of anatolian bumblebees (<italic>Bombus terrestris</italic>) under laboratory conditions</article-title>,&#x201D; in <source><italic>Paper Presented at the VII International Symposium on Pollination</italic></source>, <volume>Vol. 437</volume> <publisher-loc>Lethbridge, AB</publisher-loc>, <fpage>277</fpage>&#x2013;<lpage>282</lpage>. <pub-id pub-id-type="doi">10.17660/actahortic.1997.437.32</pub-id> <pub-id pub-id-type="pmid">34854763</pub-id></citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zayed</surname> <given-names>A.</given-names></name> <name><surname>Packer</surname> <given-names>L.</given-names></name></person-group> (<year>2005</year>). <article-title>Complementary sex determination substantially increases extinction proneness of haplodiploid populations.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>102</volume> <fpage>10742</fpage>&#x2013;<lpage>10746</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0502271102</pub-id> <pub-id pub-id-type="pmid">16020532</pub-id></citation></ref>
</ref-list>
</back>
</article>
