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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1479287</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2024.1479287</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Variability of <italic>PRDM9</italic> in buffaloes</article-title>
<alt-title alt-title-type="left-running-head">Santana et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1479287">10.3389/fgene.2024.1479287</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Santana</surname>
<given-names>Luca Godoi Rocha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alves</surname>
<given-names>Jackeline Santos</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Feitosa</surname>
<given-names>Fabieli Loise Braga</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2658878/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rocha</surname>
<given-names>Victoria Camilla Parente</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tonhati</surname>
<given-names>Humberto</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Costa</surname>
<given-names>Raphael Bermal</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1260379/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>de Camargo</surname>
<given-names>Greg&#xf3;rio Miguel Ferreira</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/125468/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Escola de Medicina Veterin&#xe1;ria e Zootecnia</institution>, <institution>Universidade Federal da Bahia (UFBA)</institution>, <addr-line>Salvador</addr-line>, <addr-line>Bahia</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Departamento de Zootecnia</institution>, <institution>Universidade Estadual Paulista (Unesp)</institution>, <addr-line>Jaboticabal</addr-line>, <addr-line>S&#xe3;o Paulo</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/567418/overview">Aline Silva Mello Cesar</ext-link>, University of S&#xe3;o Paulo, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/560733/overview">Tadeusz Malewski</ext-link>, Polish Academy of Sciences, Poland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1400888/overview">Supriya Chhotaray</ext-link>, National Dairy Research Institute (ICAR), India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Greg&#xf3;rio Miguel Ferreira de Camargo, <email>gregorio.camargo@ufba.br</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1479287</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Santana, Alves, Feitosa, Rocha, Tonhati, Costa and de Camargo.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Santana, Alves, Feitosa, Rocha, Tonhati, Costa and de Camargo</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 buffalo population raised in Brazil tend to show loss of genetic variability over generations, with significant estimates of inbreeding depression. Besides mating genetically distant individuals, other tools can be used to maintain/increase the genetic variability of the population, such as the use of <italic>PRDM9</italic> genotypes. The <italic>PRDM9</italic> gene promotes the creation of crossing-over points across the genome, with each allele promoting the creation of a different hotspot. Thus, increasing the frequency of less frequent alleles in the population, allows the emergence of new haplotypes and increases genetic variability. So, this study aimed to characterize the alleles of the <italic>PRDM9</italic> gene circulating in the Murrah, Jaffarabadi, and Mediterranean breeds and verify their potential impact on genetic diversity management within the populations. The three alleles (B, C and D) were found in the three breeds at different frequencies, as well as the genotypic frequencies. The mating of different homozygous genotypes and genotypes carrying less frequent alleles may increase recombination rates and population variability. Four described variants and one new variant for allele D were found by sequencing. It was verified that it is possible to mate sires and dams with different <italic>PRDM9</italic> genotypes in order to try to increase genetic variability in buffalo populations, improving the matings choices in buffalo breeding, helping to maintain production levels.</p>
</abstract>
<kwd-group>
<kwd>SNP</kwd>
<kwd>bubalus bubalis</kwd>
<kwd>recombination</kwd>
<kwd>alleles</kwd>
<kwd>genetic variability</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Livestock Genomics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Brazil has about 1.59 million heads of buffalo (<xref ref-type="bibr" rid="B4">FAO, 2024</xref>) with herds for milk, meat, and dual-purpose production under genetic evaluation (<xref ref-type="bibr" rid="B3">ABCB, 2024</xref>). Studies on the population structure of some breeds raised in the country have been conducted and reported inbreeding coefficients of 3.5% (<xref ref-type="bibr" rid="B10">Nascimento et al., 2021</xref>) for the Murrah breed, 2.02% for the Mediterranean breed (<xref ref-type="bibr" rid="B8">Malhado et al., 2013</xref>), and 4.22% for the Jaffarabadi breed (<xref ref-type="bibr" rid="B5">Ferraz et al., 2015</xref>). Although inbreeding coefficients are low, inbreeding depression for weight, milk production, and reproductive traits has been reported in the Murrah and Mediterranean breeds (<xref ref-type="bibr" rid="B14">Santana et al., 2011</xref>; <xref ref-type="bibr" rid="B8">Malhado et al., 2013</xref>). <xref ref-type="bibr" rid="B10">Nascimento et al. (2021)</xref> reported a genomic inbreeding coefficient (in 1&#xa0;Mb homozygosity regions) of 7.2% for the Murrah breed, and these values are increasing over generations, suggesting monitoring of matings.</p>
<p>Maintaining genetic variability is essential for achieving gains through selection. Inbreeding measures intra-locus genetic variability, but there is the inter-loci genetic variability given by the recombination event. The recombination occurs at specific sites and is guided by the PRDM9 (PR/SET Domain 9) protein (<xref ref-type="bibr" rid="B9">Myers et al., 2010</xref>). Each <italic>PRDM9</italic> allele promotes a different protein that performs crossing-over in a particular chromosomal region (<xref ref-type="bibr" rid="B11">Neale, 2010</xref>). The PRDM9 is a three functional domain protein, with the terminal one being a zinc finger (ZF) of cysteine2 histidine2 (C2H2) type (<xref ref-type="bibr" rid="B12">Parvanov et al., 2010</xref>). The tandem array of C2H2 zinc fingers and the single amino-acid change within the zinc fingers are responsible for creating the alleles. Each <italic>PRDM9</italic> allele breaks the double stand in a specific spot and promotes the recombination at that site (<xref ref-type="bibr" rid="B12">Parvanov et al., 2010</xref>; <xref ref-type="bibr" rid="B9">Myers et al., 2010</xref>; <xref ref-type="bibr" rid="B1">Ahlawat et al., 2017</xref>). Therefore, increasing the frequency of less recurrent alleles of this gene in the population helps to increase/maintain inter-loci genetic variability (<xref ref-type="bibr" rid="B6">Gonen et al., 2017</xref>).</p>
<p>In ruminants livestock (sheep, goat, buffalo, yaks and cattle), some <italic>PRDM9</italic> alleles have been characterized (<xref ref-type="bibr" rid="B2">Ahlawat et al., 2016</xref>; <xref ref-type="bibr" rid="B1">Ahlawat et al., 2017</xref>). In cattle, a concrete involvement in recombination events was confirmed (<xref ref-type="bibr" rid="B16">Shen et al., 2018</xref>; <xref ref-type="bibr" rid="B18">Zhou et al., 2018</xref>), even affecting fertility (<xref ref-type="bibr" rid="B7">Li et al., 2020</xref>; <xref ref-type="bibr" rid="B15">Seroussi et al., 2019</xref>). Moreover, the gene was reported to be under selection (<xref ref-type="bibr" rid="B17">Wang et al., 2019</xref>) and potentially useful to manage diverse in inbred population (<xref ref-type="bibr" rid="B13">Rocha et al., 2023</xref>).</p>
<p>
<xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref> characterized the alleles of the <italic>PRDM9</italic> gene in buffaloes, totaling 14 different alleles. The alleles of this gene are characterized by the number and type of zinc finger (ZF) domains they possess. Thus, the present study aimed to conduct a preliminary investigation of the alleles occurring in populations of three buffalo breeds (Murrah, Jaffarabadi, and Mediterranean) and their potential use for maintaining and promoting genetic variability.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<p>The project was approved by the Animal Use Ethics Committee of the Escola de Medicina Veterin&#xe1;ria e Zootecnia of the Universidade Federal da Bahia (81/2018). Hair follicles from of a total of 85 buffaloes (females and males) of Murrah (n &#x3d; 27), Jaffarabadi (n &#x3d; 41), and Mediterranean (n &#x3d; 17) breeds from six commercial farms were collected. The farms were located at S&#xe3;o Sebasti&#xe3;o do Pass&#xe9;-BA, Nova Andradina-MS, Registro-SP, Tiet&#xea;-SP, Sarapu&#xed;-SP and Paracuru-CE, all in Brazil) in order to be as diverse and representative as possible. The DNA extraction was done using the NucleoSpin<sup>&#xae;</sup> Tissue DNA extraction kit (Macherey-Nagel). The initial number of samples per breed was 50 animals, but the amplification of this region is complicated since it is a high polymorphic region with ZF domain repetitions.</p>
<p>For the amplification of the DNA sequence corresponding to the <italic>PRDM9</italic> gene region, the primers (F: ACC&#x200b;TAG&#x200b;ATG&#x200b;ATT&#x200b;AGT&#x200b;GGG&#x200b;GCG and R: GCT&#x200b;GCA&#x200b;GTA&#x200b;ATT&#x200b;CTC&#x200b;CTG&#x200b;TGA&#x200b;C) described by <xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref> were used. PCR reactions were carried out with a total volume of 25&#xa0;&#xb5;L containing: 50&#x2013;110&#xa0;ng of genomic DNA, 0.8&#xa0;&#xb5;mol of each primer, 9&#xa0;&#xb5;L of Promega Taq Mix, and 12.4&#xa0;&#xb5;L of deionized water. The PCR reaction was subjected to the Veriti 96 Well Thermal Cycler (Applied Biosystems) using the following conditions: an initial denaturation step at 95&#xb0;C for 4&#xa0;min, followed by 34 cycles of 95&#xb0;C for 45&#xb0;s, annealing at 60&#xb0;C for 45&#xb0;s, extension at 72&#xb0;C for 45&#xb0;s, and a final extension of 8&#xa0;min at 72&#xb0;C. The amplification products were verified on 2% agarose gel stained with Sybr Gold. The amplified fragments were visualized under ultraviolet light and photographed with the L-PIX Transilluminator Molecular Imaging (Loccus Biotecnologia). Allelic and genotypic frequencies and Hardy-Weinberg equilibrium were calculated using Excel software. Genotypic frequencies were compared across breeds, in pairs, by chi-squared (GraphPad -<ext-link ext-link-type="uri" xlink:href="https://www.graphpad.com/quickcalcs/chisquared1/">https://www.graphpad.com/quickcalcs/chisquared1/</ext-link>). The PCR products of homozygous individuals were purified with 20% polyethylene glycol and sequenced using the BigDye v3.1 sequencing kit (Applied Biosystems, Foster City, CA, United States) on a 3500xl Genetic Analyzer (Applied Biosystems) according to the manufacturer&#x2019;s instructions, using both primers to determine the ZF domain sequences. The obtained sequences were analyzed in CodonCode Aligner software and later deposited in GenBank (PP830922-26).</p>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<p>For the three studied breeds, the three described alleles B, C and D, and six genotypes were found, except for the CC genotype for the Murrah breed (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>). The samples were run twice in agarose gel to confirm the correct genotype. It was found that the Jaffarabadi population was out of Hardy-Weinberg equilibrium, while the others were in equilibrium (data not presented). After sequencing the homozygous, the buffalo 1 and buffalo 2 alleles (allele B), buffalo 3 (allele C), buffalo 12, and buffalo 15 (allele D) were observed.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Allelic and genotypic frequencies for the <italic>PRDM9</italic> gene in buffaloes.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Breed</th>
<th colspan="3" align="center">Alelle</th>
<th colspan="6" align="center">Genotype</th>
</tr>
<tr>
<th align="center">B</th>
<th align="center">C</th>
<th align="center">D</th>
<th align="center">BB</th>
<th align="center">BC</th>
<th align="center">BD</th>
<th align="center">CC</th>
<th align="center">CD</th>
<th align="center">DD</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Murrah</td>
<td align="center">0.48</td>
<td align="center">0.07</td>
<td align="center">0.45</td>
<td align="center">0.19</td>
<td align="center">0.11</td>
<td align="center">0.48</td>
<td align="center">0</td>
<td align="center">0.03</td>
<td align="center">0.19</td>
</tr>
<tr>
<td align="center">Jaffarabadi</td>
<td align="center">0.43</td>
<td align="center">0.10</td>
<td align="center">0.47</td>
<td align="center">0.12</td>
<td align="center">0.05</td>
<td align="center">0.32</td>
<td align="center">0.05</td>
<td align="center">0.02</td>
<td align="center">0.44</td>
</tr>
<tr>
<td align="center">Mediterranean</td>
<td align="center">0.27</td>
<td align="center">0.41</td>
<td align="center">0.32</td>
<td align="center">0.06</td>
<td align="center">0.23</td>
<td align="center">0.18</td>
<td align="center">0.18</td>
<td align="center">0.23</td>
<td align="center">0.12</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Gel image of PCR product of ZF domain of <italic>PRDM9</italic> in three buffalo breeds <bold>(A)</bold> Murrah, <bold>(B)</bold> Jaffarabadi and <bold>(C)</bold> Mediterranean showing some genotypes identified.</p>
</caption>
<graphic xlink:href="fgene-15-1479287-g001.tif"/>
</fig>
<p>The allelic and genotypic frequencies varied between breeds, as reported by <xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref>, being these the first frequencies estimates of the <italic>PRDM9</italic> for the Mediterranean breed. The genotypic frequencies were significantly different across breeds (data not shown). The differences might be related to breed formation and selection strategies. The presented frequencies used a larger number of animals than <xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref>, who used five to 12 animals for allelic characterization. For Jaffarabadi, the highest genotype (DD) and allele (D) frequencies are the same between studies, but all the six genotypes were herein reported while <xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref> reported three. For Murrah, the highest allele (B &#xd7; D) and genotype (BD &#xd7; CD) frequencies varied between studies. It might be due to sample size and population characteristics.</p>
<p>The distribution of <italic>PRDM9</italic> genotypes in the populations allows defining mating strategies to increase the frequency of some alleles, and genotypes in heterozygosity, aiming to increase the crossing-over rates and inter-loci variability. For Jaffarabadi breed, choosing to mate CC genotype animals with other homozygous tends to increase the frequency of allele C and heterozygous genotypes, promoting crossing-over in different regions and increasing the variety of haplotypes in the population. For Murrah breed, besides mating among homozygous, mating animals with allele C in heterozygosity in their genotype is also interesting for the same purposes. In the Mediterranean breed, genotypic frequencies are equally distributed, indicating a better distribution of recombination in different hotspots. A similar approach was already carried out in the Sindhi cattle (<xref ref-type="bibr" rid="B13">Rocha et al., 2023</xref>), which has low intrapopulation variability with good mating strategy options using <italic>PRDM9</italic> genotypes. The mating decisions may help to increase genetic variability and increase productivity as consequence.</p>
<p>The HW equilibrium calculation showed that the Jaffarabadi population is out of equilibrium. The higher frequency of homozygous in the observed frequencies compared to the expected ones is an indication of inbreeding, already evidenced in a previous study (<xref ref-type="bibr" rid="B5">Ferraz et al., 2015</xref>), being the breed with the highest inbreeding coefficient among those studied. It possibly happens because this breed has the smaller number of animals and natural service is the most common reproductive technique, being more frequent to mate related animals.</p>
<p>The definition of <italic>PRDM9</italic> alleles is primarily given by the number of zinc finger domains. Allele B has seven ZF repetitions, allele C has eight repetitions, and allele D is characterized by nine ZF repetitions, initially characterized in agarose gel. However, the ZFs that constitute the alleles can vary, with the final characterization being done by sequencing, using numbers to identify them (buffalo 1-B1, buffalo 2-B2, etc.). All homozygous animals were sequenced, and four alleles (buffalo 1-B1, buffalo 2-B2, buffalo 3-C3, buffalo 12-D12) (Genbank: PP830922-25) out of the 14 described by <xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref> and a new one named buffalo 15-D15 (Genbank: PP8309226) were found. The ZF sequences of the new allele was B1-B9-B2-B10-B3-B3-B3-B5 following the initial description by <xref ref-type="bibr" rid="B1">Ahlawat et al. (2017)</xref>. This allele differs from the others due to the unique sequence combination of ZFs not yet reported. It is important since it provides more options for recombination sites and strategic matings. Of the 41 homozygous animals identified in agarose gel (11 BB, five CC, and 25 DD), it was possible to identify the genotype of five Murrah (two B1B1, two B2B2, and one B1B2), seven Jaffarabadi (three B2B2, one D12D12, and two D15D15), and four Mediterranean (one B1B1, two C3C3, and one D12D12). A sequence example was given in <xref ref-type="fig" rid="F2">Figure 2</xref>. It is important to notice that, for <italic>PRDM9</italic> gene and Sanger sequencing, it is possible to identify the alleles of animals with the same ZF number (BB, CC and DD) and with the same sequence (B1B1, B2B2, C3C3, D12D12 and D15D15) or with slight identifiable codon changes (B1B2). It happens because this gene is extremely polymorphic and, with more than one SNP, it is impossible to define the linkage phase to establish which allele it is. This is an interesting result because there is a large number of heterozygous in the populations concerning the ZF sequences, which is related to higher recombination rates.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Sequence example of <italic>PRDM9</italic> polymorphisms. The black box indicates the codons of the 10th, 11th and 12th amino acids of fourth zinc finger (ZF) of allele D12 (ZF&#x2013;B2) and D15 (ZF&#x2013;B10). B2 and B10 ZFs differ from each other in 10th and 12th amino acids, changing a His (CAT) to an Arg (CGG) and a Thr (ACA) to a Ser (TCA), respectively.</p>
</caption>
<graphic xlink:href="fgene-15-1479287-g002.tif"/>
</fig>
<p>
<italic>PRDM9</italic> genotypes are another tool for maintaining variability that should be used to support other tools. It is important to remember that the way to increase intra-loci variability include mating non-related animals to try introduce new alleles. The methodology presented here can help maintain variability by increasing recombination rates, that is, circulating haplotypes, contributing to inter-loci variability with the possibility of increasing genetic gains (<xref ref-type="bibr" rid="B6">Gonen et al., 2017</xref>). Future studies with a larger number of animals and application of next-generation sequencing technology (for precise heterozygous identification) would permit a better scenario mating strategy. Moreover, the effectiveness of mating strategies in increasing variability over generations is a trial that should be planned and was not conducted yet.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>Several circulating alleles of the <italic>PRDM9</italic> gene were identified in the three studied buffalo breeds, indicating that they can help as an additional tool in increasing/maintaining genetic variability by choosing sire and dams with different <italic>PRDM9</italic> genotypes. It is also a strategy possible to be applied in any other livestock whose conditions were similar.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The data presented in the study are deposited in the Genbank website repository, with the accession numbers PP830922-26.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The animal studies were approved by the Animal Use Ethics Committee of the Escola de Medicina Veterin&#xe1;ria e Zootecnia of the Universidade Federal da Bahia. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the owners for the participation of their animals in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>LS: Formal Analysis, Writing&#x2013;original draft, Writing&#x2013;review and editing. JA: Formal Analysis, Investigation, Writing&#x2013;review and editing. FF: Formal Analysis, Writing&#x2013;review and editing. VR: Writing&#x2013;review and editing. HT: Writing&#x2013;review and editing. RC: Writing&#x2013;review and editing. GdC: Conceptualization, Supervision, Writing&#x2013;review and editing.</p>
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<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
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<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
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<title>Publisher&#x2019;s note</title>
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<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahlawat</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>De</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Arora</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kataria</surname>
<given-names>R. S.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Evolutionary dynamics of meiotic recombination hotspots regulator PRDM9 in bovids</article-title>. <source>Mol. Genet. Genomics</source> <volume>292</volume>, <fpage>117</fpage>&#x2013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1007/s00438-016-1260-6</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahlawat</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Arora</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Verma</surname>
<given-names>N. K.</given-names>
</name>
<name>
<surname>Brahma</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Evidence of positive selection and concerted evolution in the rapidly evolving PRDM9 zinc finger domain in goats and sheep</article-title>. <source>Anim. Genet.</source> <volume>47</volume>, <fpage>740</fpage>&#x2013;<lpage>751</lpage>. <pub-id pub-id-type="doi">10.1111/age.12487</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="web">
<collab>ABCB</collab> (<year>2024</year>). <article-title>Associa&#xe7;&#xe3;o Brasileira de Criadores de B&#xfa;falos (ABCB)</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.bufalo.com.br/">https://www.bufalo.com.br/</ext-link>(Accessed July 06, 2024)</comment>.</citation>
</ref>
<ref id="B4">
<citation citation-type="web">
<collab>FAO</collab> (<year>2024</year>). <article-title>Faostat: statistics database</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://faostat.fao.org/faostat/">https://faostat.fao.org/faostat/</ext-link>(Accessed July 06, 2024)</comment>.</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferraz</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Malhado</surname>
<given-names>C. H. M.</given-names>
</name>
<name>
<surname>Ramos</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Carneiro</surname>
<given-names>P. L. S.</given-names>
</name>
<name>
<surname>Carrillo</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Malhado</surname>
<given-names>A. C. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Population structure and genetic variability of a closed Jaffarabadi buffalo herd from Brazil</article-title>. <source>Buffalo Bull.</source> <volume>34</volume>, <fpage>197</fpage>&#x2013;<lpage>207</lpage>.</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gonen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Battagin</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Johnston</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Gorjanc</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Hickey</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The potential of shifting recombination hotspots to increase genetic gain in livestock breeding</article-title>. <source>Genet. Sel. Evol.</source> <volume>49</volume>, <fpage>55</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1186/s12711-017-0330-5</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>Y. C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>S. R.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X. N.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Q. E.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The expression of histone methyltransferases and distribution of selected histone methylations in testes of yak and cattle-yak hybrid</article-title>. <source>Theriogenology</source> <volume>144</volume>, <fpage>164</fpage>&#x2013;<lpage>173</lpage>. <pub-id pub-id-type="doi">10.1016/j.theriogenology.2020.01.001</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malhado</surname>
<given-names>C. H. M.</given-names>
</name>
<name>
<surname>Malhado</surname>
<given-names>A. C. M.</given-names>
</name>
<name>
<surname>Carneiro</surname>
<given-names>P. L. S.</given-names>
</name>
<name>
<surname>Ramos</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Carrillo</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Pala</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Inbreeding depression on production and reproduction traits of buffaloes from Brazil</article-title>. <source>Anim. Sci. J.</source> <volume>84</volume>, <fpage>289</fpage>&#x2013;<lpage>295</lpage>. <pub-id pub-id-type="doi">10.1111/asj.12006</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Myers</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bowden</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Tumian</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bontrop</surname>
<given-names>R. E.</given-names>
</name>
<name>
<surname>Freeman</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>MacFie</surname>
<given-names>T. S.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Drive against hotspot motifs in primates implicates the PRDM9 gene in meiotic recombination</article-title>. <source>Science</source> <volume>327</volume>, <fpage>876</fpage>&#x2013;<lpage>879</lpage>. <pub-id pub-id-type="doi">10.1126/science.1182363</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nascimento</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Cardoso</surname>
<given-names>D. F.</given-names>
</name>
<name>
<surname>Santos</surname>
<given-names>D. J. A.</given-names>
</name>
<name>
<surname>Romero</surname>
<given-names>A. R. S.</given-names>
</name>
<name>
<surname>Scalez</surname>
<given-names>D. C. B.</given-names>
</name>
<name>
<surname>Borquis</surname>
<given-names>R. R. A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Inbreeding coefficients and runs of homozygosity islands in Brazilian water buffalo</article-title>. <source>J. Dairy Sci.</source> <volume>104</volume>, <fpage>1917</fpage>&#x2013;<lpage>1927</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2020-18397</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Neale</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>PRDM9 points the zinc finger at meiotic recombination hotspots</article-title>. <source>Genome Biol.</source> <volume>11</volume>, <fpage>104</fpage>&#x2013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1186/gb-2010-11-2-104</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parvanov</surname>
<given-names>E. D.</given-names>
</name>
<name>
<surname>Petkov</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Paigen</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>PRDM9 controls activation of mammalian recombination hotspots</article-title>. <source>Science.</source> <volume>327</volume>, <fpage>835</fpage>&#x2013;<lpage>837</lpage>. <pub-id pub-id-type="doi">10.1126/science.1181495</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rocha</surname>
<given-names>V. C. P.</given-names>
</name>
<name>
<surname>Alves</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>de Camargo</surname>
<given-names>G. M. F.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Variability in the <italic>PRDM9</italic> gene in Sindhi cattle</article-title>. <source>Mol. Biol. Rep.</source> <volume>50</volume>, <fpage>8839</fpage>&#x2013;<lpage>8842</lpage>. <pub-id pub-id-type="doi">10.1007/s11033-023-08778-7</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santana</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Aspilcueta-Borquis</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Bignardi</surname>
<given-names>A. B.</given-names>
</name>
<name>
<surname>Albuquerque</surname>
<given-names>L. G.</given-names>
</name>
<name>
<surname>Tonhati</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Population structure and effects of inbreeding on milk yield and quality of Murrah buffaloes</article-title>. <source>J. Dairy Sci.</source> <volume>94</volume>, <fpage>5204</fpage>&#x2013;<lpage>5211</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2011-4377</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seroussi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Shirak</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gershoni</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ezra</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Santos</surname>
<given-names>D. J. A.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Bos taurus&#x2013;indicus hybridization correlates with intralocus sexual-conflict effects of PRDM9 on male and female fertility in Holstein cattle</article-title>. <source>BMC Genet.</source> <volume>20</volume>, <fpage>71</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1186/s12863-019-0773-5</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Seroussi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Characterization of recombination features and the genetic basis in multiple cattle breeds</article-title>. <source>BMC Genomics</source> <volume>19</volume>, <fpage>304</fpage>&#x2013;<lpage>310</lpage>. <pub-id pub-id-type="doi">10.1186/s12864-018-4705-y</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Bordbar</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Genome-Wide scan identifies selection signatures in Chinese wagyu cattle using a high-density SNPArray</article-title>. <source>Anim</source> <volume>9</volume>, <fpage>296</fpage>. <pub-id pub-id-type="doi">10.3390/ani9060296</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Padhi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>K. E.</given-names>
</name>
<name>
<surname>Oswalt</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Construction of PRDM9 allele-specific recombination maps in cattle using large-scale pedigree analysis and genome-wide single sperm genomics</article-title>. <source>DNA Res.</source> <volume>25</volume>, <fpage>183</fpage>&#x2013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1093/dnares/dsx048</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>