<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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">842004</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2022.842004</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Validation of a Single Multiplex Typing System With 45&#x20;Y-STR Markers for Familial Searching and Database Construction</article-title>
<alt-title alt-title-type="left-running-head">Zeng et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Validation of 45-Plex Y-STR Panel </alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zeng</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Ling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1226749/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Mengge</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/812596/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Chengliang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Hong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiao</surname>
<given-names>Cheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1423462/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>ChangHui</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1357483/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Quyi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Du</surname>
<given-names>Weian</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Chao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1241462/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Forensic Medicine</institution>, <institution>Southern Medical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Guangzhou Forensic Science Institute</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Forensic Medicine</institution>, <institution>Zhongshan School of Medicine</institution>, <institution>Sun Yat-Sen University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Guangdong Homy Genetics Incorporation</institution>, <addr-line>Foshan</addr-line>, <country>China</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/985272/overview">Jianye Ge</ext-link>, University of North Texas Health Science Center, United&#x20;States</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/254372/overview">Chuan-Chao Wang</ext-link>, Xiamen University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1218009/overview">Jianhui Xie</ext-link>, Fudan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chao Liu, <email>liuchaogzf@163.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Evolutionary and Population Genetics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>842004</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zeng, Chen, Wang, Yang, Liu, Xiao, Liu, Li, Xu, Du and Liu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zeng, Chen, Wang, Yang, Liu, Xiao, Liu, Li, Xu, Du and Liu</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The Y-chromosomal short tandem repeat (Y-STR) is an effective forensic tool in familial searches and patrilineal relationship evaluation. However, currently available Y-STR panels often lack sufficient discriminatory power to resolve genetic relationships between distant relatives or within patrilocal populations. This study aims to establish a novel Y-STR amplification system for forensic casework analysis and database construction, which contains 44 slowly and moderately mutating and one rapidly mutating Y-STR. The validation of the assay was conducted following the recommendations of SWGDAM developmental validation guidelines. Different types of casework samples were tested and reliable profiles were obtained. Furthermore, we genotyped and analyzed 141 unrelated Han Chinese male samples. The results showed that this Y45 kit could improve the performance of identifying male individuals, higher haplotype diversity, and discrimination capacity when compared to the previous widely used Yfiler Plus kit. In general, the validation study demonstrated that the newly developed Y45 kit possesses high sensitivity, inhibitor tolerance, male specificity in a mixture, species specificity, and precision and is capable of forensic casework analysis and database construction.</p>
</abstract>
<kwd-group>
<kwd>developmental validation</kwd>
<kwd>forensic genetics</kwd>
<kwd>Y45 kit</kwd>
<kwd>slowly and moderately mutating Y-STR</kwd>
<kwd>database construction</kwd>
</kwd-group>
<contract-num rid="cn001">2013B021500010</contract-num>
<contract-sponsor id="cn001">Science and Technology Planning Project of Guangdong Province<named-content content-type="fundref-id">10.13039/501100012245</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Inherited DNA polymorphisms located in the non-recombining portion of the human Y chromosome (NRY) provide a powerful tool for tracking the patrilineal ancestry of male individuals (<xref ref-type="bibr" rid="B12">Poznik et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B6">Jobling and Tyler-Smith, 2017</xref>; <xref ref-type="bibr" rid="B7">Kayser, 2017</xref>; <xref ref-type="bibr" rid="B9">Khan et&#x20;al., 2017</xref>). Various kinds of markers on the Y chromosome, especially the Y-chromosomal short tandem repeats (Y-STRs), have been widely utilized in forensic genetics, particularly in cases where standard autosomal DNA profiling is not informative (<xref ref-type="bibr" rid="B13">Yao et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B7">Kayser, 2017</xref>; <xref ref-type="bibr" rid="B9">Khan et&#x20;al., 2017</xref>). The Y chromosome is passed from the father to the son unchangeably without considering the gradual accumulation of mutations (<xref ref-type="bibr" rid="B5">Jobling et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B6">Jobling and Tyler-Smith, 2017</xref>); thus, male individuals in the same paternal lineage share identical Y-STR haplotypes. In the last few decades, the Y-STR database has been set up to characterize paternal lineages of unknown male trace donors and acquired great achievements (<xref ref-type="bibr" rid="B7">Kayser, 2017</xref>). Generally, the mutation rates and discriminatory capacity (DC) of a Y-STR amplification system are two key forensic parameters to measure its practicability. Previous studies have shown that Y-STRs could be classified into three groups based on mutation rates: slowly mutating (SM, &#x3c; 1.0 &#xd7; 10<sup>&#x2212;4</sup>), moderately mutating (MM, 1.0 &#xd7; 10<sup>&#x2212;4</sup> &#x223c; 1.0 &#xd7; 10<sup>&#x2212;2</sup>), and rapidly mutating (RM, &#x3e; 1.0 &#xd7; 10<sup>&#x2212;2</sup>) (<xref ref-type="bibr" rid="B1">Ballantyne et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B2">Ballantyne et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B8">Kayser and Ralf, 2018</xref>).</p>
<p>Currently, the common commercial Y-STR kits mainly include MM and RM Y-STRs. A previous study indicated that added RM Y-STRs would improve the efficiency of the system (<xref ref-type="bibr" rid="B2">Ballantyne et&#x20;al., 2014</xref>) but mistakenly exclude male individuals from the same familial lineages, which could increase the difficulties of conducting paternal searching in the Y-STR database (<xref ref-type="bibr" rid="B7">Kayser, 2017</xref>). The SM Y-STRs are less likely to mutate among male relatives in the same pedigree, which makes this marker more suitable for forensic pedigree searches (<xref ref-type="bibr" rid="B7">Kayser, 2017</xref>; <xref ref-type="bibr" rid="B10">Liu et&#x20;al., 2021</xref>). Therefore, we attempt to design a novel Y-STR panel with relatively low mutation rates of Y-STRs.</p>
<p>In this study, we constructed a new 45-plex Y-STR typing system, including 21&#x20;Y-STRs from a Yfiler Plus system (Applied Biosystems, Foster City, CA, United&#x20;States) and 24&#x20;Y-STR loci with low to moderate mutation rates. Various tests were performed to evaluate the efficiency of the system, including PCR condition study, sensitivity, inhibitor study, mixture, species specificity, and stutter calculation. The developmental validation was conducted following the guidelines issued by SWGDAM (<xref ref-type="bibr" rid="B3">Daniels et&#x20;al., 2004</xref>).</p>
</sec>
<sec id="s2">
<title>2 Materials and Methods</title>
<sec id="s2-1">
<title>2.1 Sample Collection and Extraction</title>
<p>This study was approved by the Ethics Committee of Southern Medical University, and all the procedures were carried out following the recommendations of the Declaration of Helsinki (<xref ref-type="bibr" rid="B11">Nicogossian et&#x20;al., 2014</xref>). Control DNA 2800M was purchased from Promega (Promega Corporation, Madison, WI, United&#x20;States). Control DNA 9948 was provided by AGCU ScienTech Incorporation (Wuxi, China). Male chimpanzee oral swab was donated by Guangzhou Zoo (Guangzhou, China), and blood samples of eight male animal species (dog, cat, pig, rabbit, chick, duck, rat, and cow) were accumulated from Guangzhou Forensic Science Institute over years. Furthermore, 30 casework samples were selected from Guangzhou Forensic Science Institute, and 141 unrelated male blood samples were collected with informed consent. All genomic DNA was extracted using the Bokun magnetic bead kit (Bokun Biotech, Changchun, China) using the Freedom evo-150 base DNA system (TECAN, Hombrechtikon, Switzerland) following the manufacturer&#x2019;s protocol. The samples were quantified using the Applied Biosystems<sup>&#xae;</sup> QuantStudio<sup>&#x2122;</sup> 7 Flex Real-Time PCR System following guidelines as recommended by the manufacturer and diluted to approximately 2&#xa0;ng/&#x3bc;L with TE buffer.</p>
</sec>
<sec id="s2-2">
<title>2.2 STR Loci Selection</title>
<p>The Y-STR loci with slow and moderate mutation rates were selected based on the studies of <xref ref-type="bibr" rid="B1">Ballantyne et&#x20;al. (2010)</xref>, <xref ref-type="bibr" rid="B2">Ballantyne et&#x20;al. (2014)</xref>, and <xref ref-type="bibr" rid="B8">Kayser and Ralf (2018)</xref>. Subsequently, a Y45 kit including DYS392, DYS389I/II, DYS438, DYS391, DYS456, DYS19, DYS460, DYS437, DYS481, DYS533, DYS390, DYS385a/b, DYS393, Y-GATA-H4, DYS439, DYS635, DYS458, DYS448, DYS447, DYS549, DYS645, DYS596, DYS522, DYS388, DYS444, DYS552, DYS557, DYS520, DYS593, DYS510, DYS617, DYS531, DYS643, DYS527a/b, DYS443, DYS459a/b, Y-GATA-A10, DYS587, DYS622, and DYS508 (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>) was designed by AGCU ScienTech Incorporation (Wuxi, China). Five fluorescent dyes (FAM, HEX, SUM, LYN, and PUR) were used to label the primers (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>), and fluorescent dye SIZ was employed as the internal lane standard. A total of 21 loci (DYS392, DYS389I/II, DYS438, DYS391, DYS456, DYS19, DYS460, DYS437, DYS481, DYS533, DYS390, DYS385a/b, DYS393, Y-GATA-H4, DYS439, DYS635, DYS458, DYS448, and DYS576) from the Yfiler Plus system (Applied Biosystems, Foster City, CA, United&#x20;States) were included to meet the compatibility of the existing database, and other twenty-four loci were further proved to be polymorphic in Han Chinese with low and moderate mutation rates (<xref ref-type="bibr" rid="B4">Fan et&#x20;al., 2021</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Diagram of the Y45 kit with five fluorescent dyes.</p>
</caption>
<graphic xlink:href="fgene-13-842004-g001.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>2.3 PCR Amplification, Electrophoresis, and Data Analysis</title>
<p>DNA samples were amplified on a GeneAmp<sup>&#xae;</sup> PCR System 9700 thermal cycler (Thermo Fisher Scientific). Each amplification reaction contained 4&#xa0;&#x3bc;L premix, 2&#xa0;&#x3bc;L primer, 0.1&#x2013;2&#xa0;ng template DNA or 1.2&#xa0;mm punch of the FTA card sample, and sdH<sub>2</sub>O to obtain a final reaction volume of 10&#xa0;&#x3bc;L. Standard thermal cycling was performed under the following conditions: initial denaturation at 95&#xb0;C for 10&#xa0;min, 30 cycles of 94&#xb0;C for 30&#xa0;s, 60&#xb0;C for 1&#xa0;min, and 66&#xb0;C for 1&#xa0;min, followed by a final extension at 60&#xb0;C for 20&#xa0;min. Electrophoresis was performed on the Applied Biosystems 3500xl Genetic Analyzer (Thermo Fisher Scientific) and analyzed with GeneMapper<sup>&#xae;</sup> ID-X Software&#x20;v1.6.</p>
</sec>
<sec id="s2-4">
<title>2.4 PCR Condition Study</title>
<p>To validate the recommended PCR parameters of the user&#x2019;s manual and optimize the PCR amplification condition, the cycling number, annealing temperature, and final extension time were tested. For each study, 0.5&#xa0;ng of control DNA 9948 was prepared in triplicate, with 4&#xa0;&#x3bc;L reaction mix, 2&#xa0;&#x3bc;L Y45 primers, 0.4&#xa0;&#x3bc;L&#xa0;C-Taq, and sdH<sub>2</sub>O to fill the total volume to 10&#xa0;&#x3bc;L.</p>
<p>For the cycle number test, the system was amplified in series of 28, 29, 30, 31, and 32 cycles; the recommended thermal cycling number is&#x20;30.</p>
<p>For the annealing temperature test, the temperature was designed in increments of 59, 61, 63, 65, and 67&#xb0;C; 63&#xb0;C is the recommended temperature in the protocol.</p>
<p>For the final extension test, the final time was respectively held in the gradient of 10, 15, 20, 25, and 30&#xa0;min; 15&#xa0;min is the recommended&#x20;time.</p>
</sec>
<sec id="s2-5">
<title>2.5 Sensitivity</title>
<p>To evaluate the sensitivity of the Y45 kit, the male control DNA 9948 was serially diluted with TE buffer to 1.0, 0.5, 0.25, 0.125, 0.0625, and 0.03125&#xa0;ng each 1&#xa0;&#x3bc;L.</p>
</sec>
<sec id="s2-6">
<title>2.6 Inhibitor Study</title>
<p>Four common inhibitors, namely, hemoglobin, indigo, humic acid, and EDTA were employed to assess the stability of the Y45 kit. The mixture template contained constant 0.5&#xa0;ng male control DNA 9948 with inhibitors at following concentrations: 100, 200, 400, 600, 800, and 1,000&#xa0;&#x3bc;mol/L of hemoglobin; 2, 8, 16, 20, 24, and 30&#xa0;mmol/L of indigo; 10, 20, 40, 60, 80, and 100&#xa0;ng/&#x3bc;L of humic acid; and 0.2, 0.4, 0.8, 1.0, 1.2, and 1.5&#xa0;mmol/L of EDTA. The tests of all concentrations were performed three&#x20;times.</p>
</sec>
<sec id="s2-7">
<title>2.7 DNA Mixtures</title>
<p>Male/male DNA mixtures were prepared with control DNA 9948 and 2800M, and the mixture ratios varied at 1:1, 1:3, 1:9, and 1:19. Female/male DNA mixtures were tested with control DNA 9947A and 9948 at 1,000:1, 100:1, 10:1, and 1:1 ratios. Each of the samples above was tested with a total DNA template of 0.5&#xa0;ng and amplified in triplicate.</p>
</sec>
<sec id="s2-8">
<title>2.8 Species Specificity</title>
<p>Several non-human genomic DNA samples, including dog, cat, pig, rabbit, chick, duck, rat, and chimpanzee, were tested for cross-reactivity. The quantity of the DNA samples mentioned before was permanently held at 0.5&#xa0;ng.</p>
</sec>
<sec id="s2-9">
<title>2.9 Reproducibility</title>
<p>A total of 50 samples accumulated from daily work were prepared for the reproducibility study. Three laboratories (Guangzhou Forensic Institute and two of its affiliated institutes) were employed to genotype the same DNA samples, and the generated results were compared to estimate the reproducibility.</p>
</sec>
<sec id="s2-10">
<title>2.10 Stutter Calculation</title>
<p>A 24-injection run of the AGCU Y45 allelic ladder with internal ladder standard (ILS) was performed on a 3500xl Genetic Analyzer. The AGCU Marker SIZE-600 size standard and GeneMapper<sup>&#xae;</sup> ID-X Software v1.6 were used to conduct the standard deviation calculation on the observed allelic sizes. To determine the stutter ratios, 50 samples from the population study were randomly selected to calculate the stutter percentage by dividing the height of the stutter peak by the main allele peak height.</p>
</sec>
<sec id="s2-11">
<title>2.11 Casework Samples</title>
<p>A total of 30 common casework samples collected from the daily work were tested aiming to access the efficiency of the kit. These samples included muscle tissue (two), old bone (three), hair (five), nail (four), bloodstain (six), semen (two), teeth (three), saliva on cigarette (three), swabs of bottles (one), and swabs of ropes (one).</p>
</sec>
<sec id="s2-12">
<title>2.12 Population and Concordance Study</title>
<p>To conduct the population study, 141 unrelated healthy Han Chinese males were genotyped using the Y45 kit with informed consent. Additionally, all 141 male samples had been genotyped by Yfiler Plus (Applied Biosystems, Foster City, CA, United&#x20;States) beforehand, and the concordance was evaluated by comparing the alleles obtained by these two kits. Relevant forensic parameters such as the haplotype diversity (HD), match probability (MP), and discrimination capacity (DC) were calculated.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and Discussion</title>
<sec id="s3-1">
<title>3.1 PCR Condition Study</title>
<p>In this study, each reaction mixture consisted of 4&#xa0;&#x3bc;L reaction mix, 2&#xa0;&#x3bc;L Y45 primers, 0.4&#xa0;&#x3bc;L C-Taq, and sdH<sub>2</sub>O to fill the total volume to 10&#xa0;&#x3bc;L. The amount of DNA template was 0.5&#xa0;ng, and all experiments were repeated three&#x20;times.</p>
<sec id="s3-1-1">
<title>3.1.1 Cycle Number</title>
<p>The full profiles for all replicates were obtained at different cycle numbers (28&#x2013;32 cycles). The corresponding average peak heights were 1792, 4,068, 5,826, 9776, and 17147, respectively. An expected increase of peak height has occurred under the additional cycles. The cycle numbers had no significant influence on the color balance. Off-scale peaks were detected at the 32<sup>nd</sup> cycle, so the recommended optimal cycle number was set to 30 cycles.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Annealing Temperature</title>
<p>Amplification specificity was determined by adjusting annealing temperature. Higher annealing temperature within the range of melting temperature could significantly reduce the non-specific binding between the primer and template. No locus dropout was detected in the annealing temperature between 56&#xb0;C and 62&#xb0;C (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). Allele dropouts and an apparent decrease in peak height were observed at 64&#xb0;C. Since better intra-color peak balance occurred at 60&#xb0;C, it was determined to be the optimal annealing temperature.</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Final Extension Time</title>
<p>The final extension step aimed to ensure all double-stranded PCR products to be completely extended. The results demonstrated that the effect of varying final extension time by &#xb1;20&#xa0;min from the optimal extension time of 20&#xa0;min on the genotypes of the Y45 kit could be negligible. Generally, 20&#xa0;min is the most recommended extension time (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S2</xref>).</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Sensitivity</title>
<p>Complete and accurate profiles were observed with DNA inputs ranging from 1&#xa0;ng down to 61.5&#xa0;pg by the threshold of 50 RFU. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>, when the DNA template was reduced to 31.25&#xa0;pg, the average loci calling rate dropped to 95.65%, and dropouts at loci of DYS443 and Y_GATA_H4 were detected. Average peak height decreased from 12704 to 673 RFU with a reduction in the template concentration.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Results of the sensitivity study based on the average peak height and loci called the ratio of control DNA 9948. <bold>(B)</bold> The average loci called ratio for four common inhibitors of indigo, humic acid, EDTA, and hemoglobin with different concentrations mixed with control DNA&#x20;9948.</p>
</caption>
<graphic xlink:href="fgene-13-842004-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Inhibitor Study</title>
<p>Inhibitors that usually exist in the crime scene may affect the amplification of DNA samples and even cause failure. To evaluate the inhibitor tolerance of the Y45 kit, four common inhibitors including hemoglobin, indigo, humic acid, and EDTA were tested at verified concentrations. Complete profiles were obtained with 200&#xa0;&#x3bc;M hemoglobin, 20&#xa0;ng/&#x3bc;L humic acid, 0.2&#xa0;mM EDTA, and all tested indigo concentrations (from 2&#xa0;mM to 30&#xa0;mM). When the concentration of humic acid was raised to 40&#xa0;ng/&#x3bc;L, dropouts occurred in the loci with long fragment&#x2013;sized alleles. With the concentration of hemoglobin exceeding 400&#xa0;&#x3bc;M, allele dropouts were observed (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>).</p>
</sec>
<sec id="s3-4">
<title>3.4 Species Specificity</title>
<p>As expected, the primate DNA sample, chimpanzee, yielded a reproducible detectable product (<xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>), which scattered among loci DYS459, DYS437, DYS393, DYS392, DYS3891, DYS447, DYS439, and DYS622, and two peaks outside the marker range (OMR) were observed. For male pigs, the alleles at DYS456 and DYS459 were detected. Off-ladder peaks were also observed at DYS391, DYS392, and DYS456 from the male duck samples. While no artifacts were detected above 100 RFU for the other 5&#x20;non-human genomic samples. Therefore, the results demonstrated that the Y45 kit is of great specificity. However, circumspection should be paid when the samples are blended with the male primate, pig, or duck&#x20;DNA.</p>
</sec>
<sec id="s3-5">
<title>3.5 Mixture Study</title>
<p>Mixtures are commonly encountered in forensic casework. It is of high necessity to distinguish the major and minor components and figure out the contributor proportions. Female/male mixtures were prepared to access the amplification specificity and sensitivity of male samples in this system, while male/male DNA mixtures were used to evaluate the allele calling ratio of Y-STR typing of DNA samples at low concentrations in mixed samples. For the female/male mixtures, full profiles were obtained at ratios of 1:1, 10:1, and 100:1, and 95.65% alleles were called at 1,000:1 (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). For the male/male mixtures (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), a declined detectable rate of the minor male component 9948 was appeared accompanying the decreased ratios. All alleles were called at ratios of 1:1 and 1:3. Allele dropouts were detected in the 1:9 and 1:19 mixtures, resulting in an average of 89 and 43%, respectively.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> Average allele calling ratio for different male/female mixtures. <bold>(B)</bold> The average allele calling ratio for different male/male mixtures.</p>
</caption>
<graphic xlink:href="fgene-13-842004-g003.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>3.6 Case Samples</title>
<p>A total of 30 samples consisting of ten case types were tested using the Y45 kit. The results showed that most of the case samples could generate complete DNA profiles, except for epitheliums on some samples. Full and accurate profiles were observed on muscle tissues, old bones, hair, nail, blood stains, semen, tooth, and saliva on cigarettes, while dropouts of some large size fragments were detected at DYS510 and DYS443 from DNA on the swabs of bottles and ropes (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S4</xref>).</p>
</sec>
<sec id="s3-7">
<title>3.7 Reproducibility</title>
<p>Three laboratories were involved in the reproducibility study by genotyping the same samples. The results showed that the same samples got consistent genotypes among three participating laboratories, which demonstrated that profiles generated from the Y45 kit are reliable and suitable for comparison between laboratories (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S5</xref>).</p>
</sec>
<sec id="s3-8">
<title>3.8 Stutter Calculation</title>
<p>Stutter is a by-product commonly generated in the amplification step owing to the slippage, which is usually one repeat unit shorter than the true allele. It may not seriously impact single sample typing but brings difficulties to mixed sample identification. The stutter ratios and relative parameters were calculated for 50 individuals from the population study. As presented in <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>, except for the loci of DYS481 (23.32%), DYS456 (15.45%), DYS389II (15.44%), and DYS393 (15.00%), the mean stutter ratios of other loci were lower than 15%. The recommended filter was determined by the mean plus or minus three standard deviations (SDs).</p>
</sec>
<sec id="s3-9">
<title>3.9 Population and Concordance Study</title>
<p>A total of 141 unrelated Han Chinese males were tested using the Y45 typing system, which was genotyped by the Yfiler Plus kit beforehand, and relevant allelic frequencies and forensic parameters were obtained. A total of 139 different haplotypes were generated, of which 137 haplotypes were unique, and 2 haplotypes were observed twice. The number of alleles at single-copy Y-STRs ranged from 2 for DYS645 to 11 for DYS557 (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>). For multi-copy Y-STR loci (<xref ref-type="sec" rid="s11">Supplementary Table S4</xref>), allelic combinations of DYS385a/b, DYS527a/b, and DYS459a/b were 48, 32, and 9, respectively. The values of HD, MP, and DC were 0.9998, 0.0073, and 0.9858, respectively. As shown in <xref ref-type="sec" rid="s11">Supplementary Tables S3, S4</xref>, the gene diversity (GD) values of 45&#x20;Y-STR loci ranged from 0.1078 (DYS645) to 0.9666 (DYS385a/b).</p>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>Our study designed and developed a novel Y-STR system with increased loci number and high polymorphism in Han Chinese to satisfy the need for Y-STR database construction and forensic pedigree searches. A series of validation experiments were performed, and the results demonstrated that the Y45 kit is sensitive and robust, which demonstrated that the kit is capable of producing male-specific, reliable, and accurate profiles.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the Ethics Committee of Southern Medical University. The patients/participants provided their written informed consent to participate in this&#x20;study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>CL and LC designed this study. YZ, MW, and CY wrote the manuscript. YZ, HL, CX, and CGL conducted the experiments. YL, QX, and WD analyzed the results. CL, LC, and MW revised the manuscript. All the authors reviewed the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This study was supported by the Science and Technology Program of Guangzhou, China (Grant number: 2019030014), and the Science and Technology Planning Project of Guangdong Province, China (2013B021500010).</p>
</sec>
<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>
</sec>
<sec sec-type="disclaimer" id="s10">
<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>
<sec id="s11">
<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/fgene.2022.842004/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2022.842004/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image3.TIF" id="SM1" mimetype="application/TIF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image4.TIF" id="SM2" mimetype="application/TIF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image2.TIF" id="SM3" mimetype="application/TIF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image1.TIF" id="SM4" mimetype="application/TIF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image5.TIF" id="SM5" mimetype="application/TIF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.xlsx" id="SM6" mimetype="application/xlsx" 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>Ballantyne</surname>
<given-names>K. N.</given-names>
</name>
<name>
<surname>Goedbloed</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Schaap</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Lao</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Wollstein</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Mutability of Y-Chromosomal Microsatellites: Rates, Characteristics, Molecular Bases, and Forensic Implications</article-title>. <source>Am. J.&#x20;Hum. Genet.</source> <volume>87</volume> (<issue>3</issue>), <fpage>341</fpage>&#x2013;<lpage>353</lpage>. <pub-id pub-id-type="doi">10.1016/j.ajhg.2010.08.006</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ballantyne</surname>
<given-names>K. N.</given-names>
</name>
<name>
<surname>Ralf</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aboukhalid</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Achakzai</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Anjos</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Ayub</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Toward Male Individualization with Rapidly Mutating Y-Chromosomal Short Tandem Repeats</article-title>. <source>Hum. Mutat.</source> <volume>35</volume> (<issue>8</issue>), <fpage>1021</fpage>&#x2013;<lpage>1032</lpage>. <pub-id pub-id-type="doi">10.1002/humu.22599</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daniels</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Hall</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Ballantyne</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>SWGDAM Developmental Validation of a 19-locus Y-STR System for Forensic Casework</article-title>. <source>J.&#x20;Forensic Sci.</source> <volume>49</volume> (<issue>4</issue>), <fpage>1</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1520/jfs2003134</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The Y&#x2010;STR Landscape of Coastal southeastern Han: Forensic Characteristics, Haplotype Analyses, Mutation Rates, and Population Genetics</article-title>. <source>Electrophoresis</source> <volume>42</volume> (<issue>16</issue>), <fpage>1578</fpage>&#x2013;<lpage>1593</lpage>. <pub-id pub-id-type="doi">10.1002/elps.202100037</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jobling</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Pandya</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Tyler-Smith</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>The Y Chromosome in Forensic Analysis and Paternity Testing</article-title>. <source>Int. J.&#x20;Leg. Med.</source> <volume>110</volume> (<issue>3</issue>), <fpage>118</fpage>&#x2013;<lpage>124</lpage>. <pub-id pub-id-type="doi">10.1007/s004140050050</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jobling</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Tyler-Smith</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Human Y-Chromosome Variation in the Genome-Sequencing Era</article-title>. <source>Nat. Rev. Genet.</source> <volume>18</volume> (<issue>8</issue>), <fpage>485</fpage>&#x2013;<lpage>497</lpage>. <pub-id pub-id-type="doi">10.1038/nrg.2017.36</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kayser</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Forensic Use of Y-Chromosome DNA: a General Overview</article-title>. <source>Hum. Genet.</source> <volume>136</volume> (<issue>5</issue>), <fpage>621</fpage>&#x2013;<lpage>635</lpage>. <pub-id pub-id-type="doi">10.1007/s00439-017-1776-9</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kayser</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ralf</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Small Number of Slowly-Mutating (SM) Y-STRs Not Suitable for Forensic and Evolutionary Applications</article-title>. <source>Forensic Sci. Int. Genet.</source> <volume>36</volume>, <fpage>e13</fpage>. <pub-id pub-id-type="doi">10.1016/j.fsigen.2018.06.003</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khan</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Siddiqi</surname>
<given-names>M. H.</given-names>
</name>
<name>
<surname>Abbas</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Almas</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Idrees</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Forensic Applications of Y Chromosomal Properties</article-title>. <source>Leg. Med.</source> <volume>26</volume>, <fpage>86</fpage>&#x2013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1016/j.legalmed.2017.04.002</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ming</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Lang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Exploitation of a Novel Slowly Mutating Y&#x2010;STRs Set and Evaluation of Slowly Mutating Y&#x2010;STRs Plus Y&#x2010;SNPs Typing Strategy in Forensic Genetics and Evolutionary Research</article-title>. <source>Electrophoresis</source> <volume>42</volume> (<issue>6</issue>), <fpage>774</fpage>&#x2013;<lpage>785</lpage>. <pub-id pub-id-type="doi">10.1002/elps.202000302</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nicogossian</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kloiber</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Stabile</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Revised World Medical Association&#x27;s Declaration of Helsinki 2013: Enhancing the Protection of Human Research Subjects and Empowering Ethics Review Committees</article-title>. <source>World Med. Health Pol.</source> <volume>6</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1002/wmh3.79</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poznik</surname>
<given-names>G. D.</given-names>
</name>
<name>
<surname>Xue</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xue</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Mendez</surname>
<given-names>F. L.</given-names>
</name>
<name>
<surname>Willems</surname>
<given-names>T. F.</given-names>
</name>
<name>
<surname>Massaia</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Punctuated Bursts in Human Male Demography Inferred from 1,244 Worldwide Y-Chromosome Sequences</article-title>. <source>Nat. Genet.</source> <volume>48</volume> (<issue>6</issue>), <fpage>593</fpage>&#x2013;<lpage>599</lpage>. <pub-id pub-id-type="doi">10.1038/ng.3559</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tong</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Y Chromosomal Clue Successfully Facilitated the Arrest of Baiyin Serial Killer</article-title>. <source>Sci. Bull.</source> <volume>61</volume> (<issue>22</issue>), <fpage>1715</fpage>&#x2013;<lpage>1717</lpage>. <pub-id pub-id-type="doi">10.1007/s11434-016-1183-y</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>