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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1343143</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>How to report and make sense of a new HIV-1 circulating recombinant form?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wan</surname> <given-names>Zhenzhou</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2586808/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhang</surname> <given-names>Chiyu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/664621/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Medical Laboratory of Taizhou Fourth People&#x2019;s Hospital</institution>, <addr-line>Taizhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Shanghai Public Health Clinical Center, Fudan University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0003">
<p>Edited by: Silvia Spoto, Fondazione Policlinico Universitario Campus Bio-Medico, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0004">
<p>Reviewed by: Marta Fogolari, Campus Bio-Medico University, Italy</p>
<p>Giorgio D'Avanzo, Campus Bio-Medico University, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Chiyu Zhang, <email>chiyu_zhang1999@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1343143</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Wan and Zhang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Wan and Zhang</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>Co-circulation of multiple HIV-1 subtypes in the same high-risk groups leads to the on-going generation of various inter-subtype recombinants, including unique (URFs) and circulating (CRFs) recombinant forms, which brings a new challenge for the prevention and eradication of HIV/AIDS. Identification and prompt reporting of new CRFs will provide not only new insights into the understanding of genetic diversity and evolution of HIV-1, but also an early warning of potential prevalence of these variants. Currently, 140 HIV-1 CRFs have been described; however, their prevalence and clinical importance are less concerned. Apart from the mosaic genomic maps, less other valuable information, including the clinical and demographic data, genomic sequence characteristics, origin and evolutionary dynamics, as well as representative genomic fragments for determining the variants, are available for most of these CRFs. Accompanied with the growing increase of HIV-1 full-length genomic sequences, more and more CRFs will be identified in the near future due to the high recombination potential of HIV-1. Here, we discuss the prevalence and clinical importance of various HIV-1 CRFs and propose how to report and make sense of a new HIV-1 CRF.</p>
</abstract>
<kwd-group>
<kwd>HIV-1</kwd>
<kwd>circulating recombinant form</kwd>
<kwd>unique recombinant form</kwd>
<kwd>prevalence</kwd>
<kwd>origin</kwd>
<kwd>subtype</kwd>
<kwd>recombination breakpoint</kwd>
<kwd>genomic sequence</kwd>
</kwd-group>
<contract-num rid="cn1">32170147</contract-num>
<contract-num rid="cn1">U1302224</contract-num>
<contract-sponsor id="cn1">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="6"/>
<word-count count="4573"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Agents and Disease</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>HIV/AIDS is still a major global threat to human health. According to the UNAIDS Global HIV &#x0026; AIDS Statistics Fact Sheet,<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> 39 million (33.1&#x2013;45.7 million) people were living with HIV worldwide in 2022, and they are infected by various HIV-1 genotypes and recombinants (<xref ref-type="bibr" rid="ref7">Hemelaar et al., 2019</xref>). As a retrovirus, HIV-1 is characterized by high mutation and recombination rates, which are ascribed to the lack of proofreading activity and frequent template switching of its reverse transcriptase (RT) during viral DNA synthesis (<xref ref-type="bibr" rid="ref11">Levy et al., 2004</xref>; <xref ref-type="bibr" rid="ref3">Cuevas et al., 2015</xref>). The vast majority of HIV-1 infection worldwide were caused by HIV-1&#x2009;M group, which is classified into 10 subtypes (A&#x2013;D, F&#x2013;L). Frequent HIV-1 coinfection and/or superinfection by different subtypes give the virus the chance to recombine and generate various inter-subtype recombinants. A circulating recombinant form (CRF) can be defined if it is identified from three or more epidemiologically unlinked individuals. When a recombinant virus is found only in one or two individuals, it is defined as a unique recombinant form (URF). Full-length genomic sequences are necessary for identifying and characterizing a nascent recombinant. Rapidly growing number of near full-length HIV-1 genomic sequences to be sequenced enables the finding and identification of new HIV-1 inter-subtype recombinants. So far, 140 CRFs have been identified and a large number of URFs were reported.<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> It is foreseeable that a growing number of CRFs will be reported in the near future due to the high recombination potential of HIV-1. In this perspective paper, we aim to discuss the prevalence and clinical importance of various HIV-1 CRFs and propose how to report and make sense of a new HIV-1 CRF.</p>
<sec id="sec2">
<label>1.1</label>
<title>HIV-1 subtypes involved in recombinants</title>
<p>All known HIV-1 subtypes were involved in the formation of one or more CRFs (<xref ref-type="table" rid="tab1">Table 1</xref>). As the most widely prevalent subtype, B subtype participated in more than half (57.1%) of all described CRFs, followed by subtypes C (22.1%), A (including various sub-subtypes) (21.4%), F (17.9%), and G (15.7%). On the other hand, the growing prevalence of some CRFs give them more chance to participate in the generation of second-generation recombinants, some of which were identified as new CRFs. For example, CRF01_AE, CRF02_AG, and CRF07_BC were involved in 40, 14.3, and 7.9% of all described CRFs, respectively.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Contribution of HIV-1 subtypes to CRFs.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Subtypes/CRFs</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Percentage (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">B</td>
<td align="center" valign="bottom">80</td>
<td align="left" valign="bottom">57.1</td>
</tr>
<tr>
<td align="left" valign="middle">CRF01_AE</td>
<td align="center" valign="bottom">56</td>
<td align="left" valign="bottom">40.0</td>
</tr>
<tr>
<td align="left" valign="middle">C</td>
<td align="center" valign="bottom">31</td>
<td align="left" valign="bottom">22.1</td>
</tr>
<tr>
<td align="left" valign="middle">A</td>
<td align="center" valign="bottom">30</td>
<td align="left" valign="bottom">21.4</td>
</tr>
<tr>
<td align="left" valign="middle">F</td>
<td align="center" valign="bottom">25</td>
<td align="left" valign="bottom">17.9</td>
</tr>
<tr>
<td align="left" valign="middle">G</td>
<td align="center" valign="bottom">22</td>
<td align="left" valign="bottom">15.7</td>
</tr>
<tr>
<td align="left" valign="middle">CRF07_BC</td>
<td align="center" valign="bottom">20</td>
<td align="left" valign="bottom">14.3</td>
</tr>
<tr>
<td align="left" valign="middle">CRF02_AG</td>
<td align="center" valign="bottom">11</td>
<td align="left" valign="bottom">7.9</td>
</tr>
<tr>
<td align="left" valign="middle">D</td>
<td align="center" valign="bottom">9</td>
<td align="left" valign="bottom">6.4</td>
</tr>
<tr>
<td align="left" valign="middle">J</td>
<td align="center" valign="bottom">6</td>
<td align="left" valign="bottom">4.3</td>
</tr>
<tr>
<td align="left" valign="middle">K</td>
<td align="center" valign="bottom">6</td>
<td align="left" valign="bottom">4.3</td>
</tr>
<tr>
<td align="left" valign="middle">H</td>
<td align="center" valign="bottom">4</td>
<td align="left" valign="bottom">2.9</td>
</tr>
<tr>
<td align="left" valign="middle">CRF06</td>
<td align="center" valign="bottom">3</td>
<td align="left" valign="bottom">2.1</td>
</tr>
<tr>
<td align="left" valign="middle">CRF08</td>
<td align="center" valign="bottom">2</td>
<td align="left" valign="bottom">1.4</td>
</tr>
<tr>
<td align="left" valign="middle">CRF55</td>
<td align="center" valign="bottom">2</td>
<td align="left" valign="bottom">1.4</td>
</tr>
<tr>
<td align="left" valign="middle">CRF22_01A1</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">CRF27_cpx</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">CRF56_cpx</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">CRF94_cpx</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">CRF109_0107</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">0.7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec3">
<label>1.2</label>
<title>Genomic sequences of HIV-1 CRFs</title>
<p>The development of next-generation sequencing (NGS) technologies and greatly reduced sequencing costs facilitate HIV-1 genome sequencing, which enables HIV-1 molecular epidemiological investigation and drug resistance monitoring. A large number of HIV-1 genomic sequences were reported and deposited in the LANL HIV database (<xref ref-type="bibr" rid="ref15">Linchangco et al., 2021</xref>). According to the numbers of available partial and near full-length genomic sequences in the database, only two CRFs (CRF01_AE and CRF02_AG) had more than 100 available full-length genomic sequences, and the vast majority (85.9%) of CRFs had less than 10 full-length genomic sequences (<xref ref-type="table" rid="tab2">Table 2</xref>). Compared to full-length genomic sequences, more partial genomic sequences of CRFs were sequenced. Twenty-seven (20%) CRFs had more than 100 available partial genomic sequences, and 57 (43.7%) CRFs had less than 10 available partial genomic sequences. Although more partial genomic sequences are available, some of them are short and contain few or no of critical recombination breakpoints to characterize a CRF. There are two reasons to explain why too few genomic sequences of some CRFs, especially the full-length genomic sequences, are available in the database. First, most CRFs had a very low prevalence, or only caused sporadic infections. Second, some CRFs might be prevalent, but were less frequently investigated due to low level of local socio-economic development. If this is true, the prevalence of some CRFs might have been underestimated.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Available sequence information of 130 HIV-1 CRFs in the LANL HIV database.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Sequences number in the LANL HIV database</th>
<th align="center" valign="top" colspan="2">Partial sequences</th>
<th align="center" valign="top" colspan="2">Near full-length genomic sequences</th>
</tr>
<tr>
<th align="center" valign="top">CRFs number</th>
<th align="center" valign="top">Percentage (%)</th>
<th align="center" valign="top">CRFs number</th>
<th align="center" valign="top">Percentage (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x003E;100</td>
<td align="center" valign="middle">27</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">1.5</td>
</tr>
<tr>
<td align="left" valign="middle">10&#x2013;100</td>
<td align="center" valign="middle">46</td>
<td align="center" valign="middle">36.3</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">12.6</td>
</tr>
<tr>
<td align="left" valign="middle">&#x003C;10</td>
<td align="center" valign="middle">57</td>
<td align="center" valign="middle">43.7</td>
<td align="center" valign="middle">116</td>
<td align="center" valign="middle">85.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>A total of 135 CRFs that have information of sequence number were included in this table.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec4">
<label>1.3</label>
<title>Prevalence of HIV-1 CRFs</title>
<p>Of 140 described CRFs, only few CRFs led to a widespread transmission and prevalence (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="bibr" rid="ref24">Tebit et al., 2007</xref>). CRF01_AE and CRF02_AG were the most widely circulating CRFs around the world, followed by CRF07_BC, CRF08_BC, CRF06_cpx, CRF55_01B, and CRF63_02A6. CRF01_AE, CRF02_AG, and CRF06_cpx showed a global prevalence and their genomic sequences had been reported in 19, 20, and 12 countries/regions, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Some CRFs (e.g., CRF07_BC, CRF08_BC, CRF11_cpx, CRF35_A1D, CRF55_01B, and CRF63_02A6) had a regional prevalence. The prevalence of CRF07_BC, CRF08_BC, and CRF55_01B were mainly restricted to China and surrounding countries/regions, CRF63_02A6 was mainly circulating in Russia, and CRF35_A1D was mainly circulating in Middle-East countries (e.g., Iran and Afghanistan). For most CRFs, their earliest representative strains were from before 2020 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>), implying that they had enough time to spread and become epidemic. Few available sequences more likely reflect their very low prevalence.</p>
<p>At least 47 CRFs (33.6%) were identified in China (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). High frequency of CRFs occurring in China was mainly ascribed to co-circulation of several HIV-1 subtypes in high-risk groups such as injection drug users (IDUs) and men who have sex with men (MSM). For example, co-circulation of subtypes B and C among IDUs in early 1990s led to the generation of various CRFs_BC and a large number of URFs_BC (<xref ref-type="bibr" rid="ref31">Yang et al., 2002</xref>; <xref ref-type="bibr" rid="ref20">Pang et al., 2012</xref>; <xref ref-type="bibr" rid="ref13">Li et al., 2016</xref>). Accompanied with rapidly growing prevalence of several CRFs, including CRF01_AE, CRF07_BC, CRF08_BC, and CRF55_01B among IDUs and/or MSM, the co-circulation of these CRFs with subtypes B and C led to the generation of some complex CRFs and URFs, including some second-generation recombinants. Of 47 CRFs identified in China, 22 (46.8%) belonged to second-generation and third-generation recombinants, including CRFs_0107, CRF_0108, CRF_0155, CRF_07B, CRF_0755, and CRF_07109 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). The vast majority (90.9%) of these second-generation and third-generation recombinants were CRF07-related CRFs, including 17 CRFs_0107 that accounted for 77.3% of all these CRFs. CRFs_0107 has exceeded CRFs_BC (10, 45.5%) to be the most frequently occurring recombination forms in China, which was ascribed to the dominance of both CRF01_AE and CRF07_BC and their co-circulation among MSM and IDUs (<xref ref-type="bibr" rid="ref33">Zhang et al., 2006</xref>; <xref ref-type="bibr" rid="ref36">Zhao et al., 2016</xref>). Except CRF01_BC, CRF07_BC, CRF08_BC, and CRF55_01B, other CRFs and URFs originated in China did not cause local and national epidemic.</p>
</sec>
<sec id="sec5">
<label>1.4</label>
<title>Phylogenetic analysis of partial <italic>pol</italic> sequences and the identification of new CRFs</title>
<p>HIV-1 <italic>pol</italic> gene encodes viral replication enzymes. Partial <italic>pol</italic> sequences covering protease (PR) and reverse transcriptase (RT) coding regions was generally required for HIV-1 genotypic drug resistance assays since most of currently used antiretroviral drugs target RT and PR (<xref ref-type="bibr" rid="ref37">Zuo et al., 2020</xref>; <xref ref-type="bibr" rid="ref22">Rhee et al., 2022</xref>). Drug resistance surveillance program facilitated the sequencing of PR-RT region of <italic>pol</italic> gene, and partial <italic>pol</italic> region had been the most sequenced genomic region of HIV-1 genome. Phylogenetic analyses of <italic>pol</italic> sequences can provide important insights into HIV-1 molecular epidemiology, drug resistance prevalence, as well as spatiotemporal spread (<xref ref-type="bibr" rid="ref30">Wertheim et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Rhee et al., 2022</xref>).</p>
<p>On the other hand, the <italic>pol</italic> gene is also a hot-spot region for HIV-1 recombination (<xref ref-type="bibr" rid="ref31">Yang et al., 2002</xref>; <xref ref-type="bibr" rid="ref20">Pang et al., 2012</xref>). Of 136 CRFs with available genome maps in the LANL HIV database, 106 (77.9%) CRFs had at least one recombination breakpoint in PR-RT region of <italic>pol</italic> gene. In the phylogenetic tree of <italic>pol</italic> sequences, the presence of one or more independent branches or clusters that do not closely cluster with any known HIV-1 subtypes and CRFs often imply new recombinant (CRF or URF) candidates to be identified by full-length genomic sequencing and recombination analyses (<xref ref-type="bibr" rid="ref26">Topcu et al., 2022a</xref>). Transmission cluster analysis of <italic>pol</italic> sequences provides a robust way to find new CRFs (e.g., CRF87_cpx, CRF88_BC, and CRF91_cpx) from previously described URFs (<xref ref-type="bibr" rid="ref8">Hu et al., 2017</xref>; <xref ref-type="bibr" rid="ref26">Topcu et al., 2022a</xref>).</p>
</sec>
<sec id="sec6">
<label>1.5</label>
<title>Origin, evolution, and clinical features of major CRFs</title>
<p>It is no doubt that the CRFs with high prevalence are of great clinical and epidemiological importance, and were largely concerned. The genomic sequence characteristics, origin, evolution, and expansion dynamics, as well as the clinical aspects of CRF01_AE, CRF02_AG, CRF07_BC, CRF08_BC, and CRF55_01B were previously well investigated. CRF01_AE is the earliest CRF to be identified. Its most recent common ancestor (MRCA) was estimated to emerge in Africa in the early 1970s, and spread to Asia in the early 1980s (<xref ref-type="bibr" rid="ref9">Junqueira et al., 2020</xref>). CRF02_AG was demonstrated to originate in Central and West Africa in the late 1960s and spread to other continents since 1990s (<xref ref-type="bibr" rid="ref18">Mir et al., 2016</xref>). Both CRF07_BC and CRF08_BC originated among IDUs in Yunnan, China in the early 1990s (<xref ref-type="bibr" rid="ref25">Tee et al., 2008</xref>), and CRF55_01B among MSM in Shenzhen, China in about 2004 (<xref ref-type="bibr" rid="ref35">Zhao et al., 2014</xref>).</p>
<p>Different CRFs appeared to be associated with different clinical features. Compared with B and CRF07_BC, CRF01_AE was associated with X4 tropism and rapid disease progression at least in Chinese patients (<xref ref-type="bibr" rid="ref14">Li X. et al., 2014</xref>; <xref ref-type="bibr" rid="ref12">Li Y. et al., 2014</xref>). In contrast, CRF07_BC was found to be more genetically conserved, and was associated with lower viral load and slower disease progression than other genotypes (<xref ref-type="bibr" rid="ref32">Ye et al., 2022</xref>). CRF55_01B was associated with lower CD4+ T cell count and higher HIV RNA load than CRF01_AE in antiretroviral therapy (ART)-na&#x00EF;ve individuals (<xref ref-type="bibr" rid="ref29">Wei et al., 2021</xref>), which may contribute to its rapidly growing prevalence among MSM in recent year. For CRF02_AG, it appeared to have higher viral load than its parental strains (subtypes A and G), but did not show significant difference in clinical consequences from other genotypes (<xref ref-type="bibr" rid="ref5">Fischetti et al., 2004</xref>; <xref ref-type="bibr" rid="ref10">Konings et al., 2006</xref>; <xref ref-type="bibr" rid="ref19">Njai et al., 2006</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec7">
<label>2</label>
<title>Discussion</title>
<p>Host genetic and behavior factors, and genetic characteristics of the virus itself determine HIV-1 transmission (<xref ref-type="bibr" rid="ref1">Carlson et al., 2014</xref>). However, the fact that only one or few CRFs stand out from many sister recombinants generated among the same high-risk groups during the same period and lead to rapid spread and expansion implies that host genetic and behavior factors might contribute relatively less to the expansion of a nascent CRF. A case in point is above-mentioned two closely genetically related CRFs 07_BC and 08_BC. Both CRFs originated among IDUs in southwestern Yunnan, China in the early 1990s, quickly spread to other regions and led to a national pandemic, whereas a large number (over 50% of all infections) of their sister URFs_BC (formed by recombination between subtypes B and C among IDUs), as well as other CRFs_BC (e.g., CRF62_BC, CRF64_BC, CRF88_BC, and CRF110_BC) from the same area during the same period did not lead to local or national epidemic (<xref ref-type="bibr" rid="ref31">Yang et al., 2002</xref>; <xref ref-type="bibr" rid="ref20">Pang et al., 2012</xref>).</p>
<p>Some studies demonstrated that sequence variations in viral protein and regulatory elements are the major determinants of HIV-1 transmission (<xref ref-type="bibr" rid="ref1">Carlson et al., 2014</xref>; <xref ref-type="bibr" rid="ref4">Ferdinandy et al., 2015</xref>; <xref ref-type="bibr" rid="ref28">Tully et al., 2016</xref>). Although the molecular mechanism involving in the spread and epidemic of a nascent CRF remain largely unknown, the epidemiological success of a new recombinant or CRF is believed to be associated with increased viral transmissibility and/or fitness (such as enhanced <italic>in vitro</italic> replicative capacity and transmission potential, as well as the gaining of drug resistance and immune escape) since recombination provides an evolutionary shortcut to beneficial substitutions/mutations of their parental strains (<xref ref-type="bibr" rid="ref24">Tebit et al., 2007</xref>; <xref ref-type="bibr" rid="ref21">Ramirez et al., 2008</xref>; <xref ref-type="bibr" rid="ref28">Tully et al., 2016</xref>; <xref ref-type="bibr" rid="ref2">Cheng et al., 2022</xref>). The dominance of CRF02_AG was demonstrated to be associated with higher <italic>in vitro</italic> replicative capacity than its parental subtypes A and G (<xref ref-type="bibr" rid="ref10">Konings et al., 2006</xref>; <xref ref-type="bibr" rid="ref19">Njai et al., 2006</xref>). Similarly, we recently identified a new KE variant of CRF07_BC that carries five specific mutants in RT coding gene and shows higher <italic>in vitro</italic> replicative capacity than the wild type strain, and demonstrated that the new variant was responsible for the rapidly growing prevalence of CRF07_BC among MSM in recent year (<xref ref-type="bibr" rid="ref6">Han et al., 2022</xref>). Almost all CRF55_01B were found to carry V179D/E, a polymorphic accessory NNRTI-selected mutation with low level resistance to efavirenz, which might be gained at its recombination origin between CRF01_AE and B (<xref ref-type="bibr" rid="ref16">Liu et al., 2020</xref>; <xref ref-type="bibr" rid="ref37">Zuo et al., 2020</xref>). Our recent study supported that all CRF55_01B carried V179D/E, and showed that CRF01_AE and CRF08_BC had similar drug residence prevalence, obviously higher than that of CRF07_BC, possibly suggesting different responses of different CRFs to ART (<xref ref-type="bibr" rid="ref34">Zhang et al., 2024</xref>).</p>
<p>Although most described CRFs had very low prevalence and might be less clinical and epidemiological importance, the on-going generation of new HIV-1 URFs and CRFs still poses a major challenge for the prevention and control of HIV/AIDS. Therefore, there are two critical questions to be asked. Is a new CRF worth reporting by simply presenting its chimeric genomic map? and how to report and make sense of a new HIV-1 CRF?</p>
<p>Currently, most new CRFs were reported by simply providing the mosaic genomic maps, which are less valuable for the understanding of the origin, evolution, epidemiology, and biological and clinical characteristics of a new CRF. Additional analyses may be especially helpful and are recommended when reporting a new CRF. First, a comparative genomic analysis is recommended to reveal whether the new CRF carries specific mutations/substitutions in coding genes and regulatory elements relative to its parental strains or other genotypes (<xref ref-type="bibr" rid="ref17">Ma et al., 2023</xref>). The variation information may provide potential candidates for molecular mechanism researches to determine the biological feature of the virus. Second, Bayesian phylogenetic analysis is suggested to infer the origin and population history of a new CRF (<xref ref-type="bibr" rid="ref23">Suchard et al., 2018</xref>). Third, recent study showed that only near-full-length HIV-1 genomic sequences, rather than partial <italic>pol</italic> sequences, are sufficiently accurate for the determination of HIV-1 genotypic subtypes, especially CRFs (<xref ref-type="bibr" rid="ref27">Topcu et al., 2022b</xref>). In spite of the advances in NGS, however, HIV-1 full-length genomic sequencing is still not practical for HIV-1 molecular epidemiological studies. Because the PR-RT region of <italic>pol</italic> region is frequently amplified and sequenced for drug resistance monitoring, it can provide a simple and affordable alternative to facilitate the molecular monitoring of newly identified CRFs. As mentioned above, however, at least 30 (22.1%) described CRFs do not contain any recombination breakpoints in PR-RT region. For the CRFs without recombination breakpoints in partial <italic>pol</italic> region, one and more additional representative genomic fragments that contain specific recombination breakpoints for distinguishing the CRF of interest from other CRFs are recommended. Forth, clinical and demographic information of the individuals carrying the CRF are helpful and can be provided and discussed. Furthermore, follow-up molecular epidemiological investigations focusing on high-risk cohorts for the new CRFs are especially encouraged.</p>
<p>In summary, the on-going generation of new complex HIV-1 URFs and CRFs brings a new challenge for the prevention and eradication of HIV/AIDS. Identification and prompt reporting of new CRFs will provide not only new insights into the understanding of genetic diversity and evolution of HIV-1, but also an early warning of potential prevalence of these variants. Apart from simply presenting the mosaic genomic maps, additional information, including the clinical and demographic data, genomic sequence characteristics, origin and evolutionary dynamics, as well as representative genomic fragments of the variants, are recommended to be provided when reporting new CRFs.</p>
</sec>
<sec sec-type="data-availability" id="sec8">
<title>Data availability statement</title>
<p>Publicly available datasets were analyzed in this study. This data can be found at: <ext-link xlink:href="https://www.hiv.lanl.gov/components/sequence/HIV/crfdb/crfs.comp" ext-link-type="uri">https://www.hiv.lanl.gov/components/sequence/HIV/crfdb/crfs.comp</ext-link>.</p>
</sec>
<sec sec-type="author-contributions" id="sec9">
<title>Author contributions</title>
<p>ZW: Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Visualization, Writing &#x2013; original draft. CZ: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec10">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by National Natural Science Foundation of China (32170147 and U1302224).</p>
</sec>
<ack>
<p>We thank Xin Chen at Gannan Medical College for his valuable discussion and suggestion, and Qianwen Guan, Feifan Li, Pei Wang, and Ziyuan Yang at College of Life Sciences, Henan Normal University for their technical assistance.</p>
</ack>
<sec sec-type="COI-statement" id="sec11">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" 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>
<sec sec-type="supplementary-material" id="sec12">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1343143/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1343143/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn0001">
<p><sup>1</sup><ext-link xlink:href="https://www.unaids.org/en/resources/fact-sheet" ext-link-type="uri">https://www.unaids.org/en/resources/fact-sheet</ext-link>
</p>
</fn>
<fn id="fn0002">
<p><sup>2</sup><ext-link xlink:href="https://www.hiv.lanl.gov/components/sequence/HIV/crfdb/crfs.comp" ext-link-type="uri">https://www.hiv.lanl.gov/components/sequence/HIV/crfdb/crfs.comp</ext-link>
</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carlson</surname> <given-names>J. M.</given-names></name> <name><surname>Schaefer</surname> <given-names>M.</given-names></name> <name><surname>Monaco</surname> <given-names>D. C.</given-names></name> <name><surname>Batorsky</surname> <given-names>R.</given-names></name> <name><surname>Claiborne</surname> <given-names>D. T.</given-names></name> <name><surname>Prince</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>HIV transmission. Selection bias at the heterosexual HIV-1 transmission bottleneck</article-title>. <source>Science</source> <volume>345</volume>:<fpage>1254031</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.1254031</pub-id>, PMID: <pub-id pub-id-type="pmid">25013080</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>Z.</given-names></name> <name><surname>Yan</surname> <given-names>H.</given-names></name> <name><surname>Li</surname> <given-names>Q.</given-names></name> <name><surname>Ablan</surname> <given-names>S. D.</given-names></name> <name><surname>Kleinpeter</surname> <given-names>A.</given-names></name> <name><surname>Freed</surname> <given-names>E. O.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Enhanced transmissibility and decreased virulence of HIV-1 CRF07_BC may explain its rapid expansion in China</article-title>. <source>Microbiol. Spectr.</source> <volume>10</volume>:<fpage>e0014622</fpage>. doi: <pub-id pub-id-type="doi">10.1128/spectrum.00146-22</pub-id>, PMID: <pub-id pub-id-type="pmid">35727067</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cuevas</surname> <given-names>J. M.</given-names></name> <name><surname>Geller</surname> <given-names>R.</given-names></name> <name><surname>Garijo</surname> <given-names>R.</given-names></name> <name><surname>Lopez-Aldeguer</surname> <given-names>J.</given-names></name> <name><surname>Sanjuan</surname> <given-names>R.</given-names></name></person-group> (<year>2015</year>). <article-title>Extremely high mutation rate of HIV-1 in vivo</article-title>. <source>PLoS Biol.</source> <volume>13</volume>:<fpage>e1002251</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pbio.1002251</pub-id>, PMID: <pub-id pub-id-type="pmid">26375597</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferdinandy</surname> <given-names>B.</given-names></name> <name><surname>Mones</surname> <given-names>E.</given-names></name> <name><surname>Vicsek</surname> <given-names>T.</given-names></name> <name><surname>Muller</surname> <given-names>V.</given-names></name></person-group> (<year>2015</year>). <article-title>HIV competition dynamics over sexual networks: first comer advantage conserves founder effects</article-title>. <source>PLoS Comput. Biol.</source> <volume>11</volume>:<fpage>e1004093</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pcbi.1004093</pub-id>, PMID: <pub-id pub-id-type="pmid">25654450</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fischetti</surname> <given-names>L.</given-names></name> <name><surname>Opare-Sem</surname> <given-names>O.</given-names></name> <name><surname>Candotti</surname> <given-names>D.</given-names></name> <name><surname>Lee</surname> <given-names>H.</given-names></name> <name><surname>Allain</surname> <given-names>J. P.</given-names></name></person-group> (<year>2004</year>). <article-title>Higher viral load may explain the dominance of CRF02_AG in the molecular epidemiology of HIV in Ghana</article-title>. <source>AIDS</source> <volume>18</volume>, <fpage>1208</fpage>&#x2013;<lpage>1210</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00002030-200405210-00017</pub-id>, PMID: <pub-id pub-id-type="pmid">15166539</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Han</surname> <given-names>J.</given-names></name> <name><surname>Zhou</surname> <given-names>Y. H.</given-names></name> <name><surname>Ma</surname> <given-names>Y.</given-names></name> <name><surname>Zhu</surname> <given-names>G.</given-names></name> <name><surname>Zhang</surname> <given-names>D.</given-names></name> <name><surname>Zhu</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>A new HIV-1 K28E32-reverse transcriptase variant associated with the rapid expansion of CRF07_BC among men who have sex with men</article-title>. <source>Microbiol. Spectr.</source> <volume>10</volume>:<fpage>e0254522</fpage>. doi: <pub-id pub-id-type="doi">10.1128/spectrum.02545-22</pub-id>, PMID: <pub-id pub-id-type="pmid">36214682</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hemelaar</surname> <given-names>J.</given-names></name> <name><surname>Elangovan</surname> <given-names>R.</given-names></name> <name><surname>Yun</surname> <given-names>J.</given-names></name> <name><surname>Dickson-Tetteh</surname> <given-names>L.</given-names></name> <name><surname>Fleminger</surname> <given-names>I.</given-names></name> <name><surname>Kirtley</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Global and regional molecular epidemiology of HIV-1, 1990-2015: a systematic review, global survey, and trend analysis</article-title>. <source>Lancet Infect. Dis.</source> <volume>19</volume>, <fpage>143</fpage>&#x2013;<lpage>155</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1473-3099(18)30647-9</pub-id>, PMID: <pub-id pub-id-type="pmid">30509777</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hu</surname> <given-names>Y.</given-names></name> <name><surname>Wan</surname> <given-names>Z.</given-names></name> <name><surname>Zhou</surname> <given-names>Y. H.</given-names></name> <name><surname>Smith</surname> <given-names>D.</given-names></name> <name><surname>Zheng</surname> <given-names>Y. T.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name></person-group> (<year>2017</year>). <article-title>Identification of two new HIV-1 circulating recombinant forms (CRF87_cpx and CRF88_BC) from reported unique recombinant forms in Asia</article-title>. <source>AIDS Res. Hum. Retrovir.</source> <volume>33</volume>, <fpage>353</fpage>&#x2013;<lpage>358</lpage>. doi: <pub-id pub-id-type="doi">10.1089/aid.2016.0252</pub-id>, PMID: <pub-id pub-id-type="pmid">27762598</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Junqueira</surname> <given-names>D. M.</given-names></name> <name><surname>Wilkinson</surname> <given-names>E.</given-names></name> <name><surname>Vallari</surname> <given-names>A.</given-names></name> <name><surname>Deng</surname> <given-names>X.</given-names></name> <name><surname>Achari</surname> <given-names>A.</given-names></name> <name><surname>Yu</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>New genomes from the Congo Basin expand history of CRF01_AE origin and dissemination</article-title>. <source>AIDS Res. Hum. Retrovir.</source> <volume>36</volume>, <fpage>574</fpage>&#x2013;<lpage>582</lpage>. doi: <pub-id pub-id-type="doi">10.1089/aid.2020.0031</pub-id>, PMID: <pub-id pub-id-type="pmid">32281388</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Konings</surname> <given-names>F. A.</given-names></name> <name><surname>Burda</surname> <given-names>S. T.</given-names></name> <name><surname>Urbanski</surname> <given-names>M. M.</given-names></name> <name><surname>Zhong</surname> <given-names>P.</given-names></name> <name><surname>Nadas</surname> <given-names>A.</given-names></name> <name><surname>Nyambi</surname> <given-names>P. N.</given-names></name></person-group> (<year>2006</year>). <article-title>Human immunodeficiency virus type 1 (HIV-1) circulating recombinant form 02_AG (CRF02_AG) has a higher in vitro replicative capacity than its parental subtypes a and G</article-title>. <source>J. Med. Virol.</source> <volume>78</volume>, <fpage>523</fpage>&#x2013;<lpage>534</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jmv.20572</pub-id>, PMID: <pub-id pub-id-type="pmid">16555291</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Levy</surname> <given-names>D. N.</given-names></name> <name><surname>Aldrovandi</surname> <given-names>G. M.</given-names></name> <name><surname>Kutsch</surname> <given-names>O.</given-names></name> <name><surname>Shaw</surname> <given-names>G. M.</given-names></name></person-group> (<year>2004</year>). <article-title>Dynamics of HIV-1 recombination in its natural target cells</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>101</volume>, <fpage>4204</fpage>&#x2013;<lpage>4209</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.0306764101</pub-id>, PMID: <pub-id pub-id-type="pmid">15010526</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Han</surname> <given-names>Y.</given-names></name> <name><surname>Xie</surname> <given-names>J.</given-names></name> <name><surname>Gu</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>CRF01_AE subtype is associated with X4 tropism and fast HIV progression in Chinese patients infected through sexual transmission</article-title>. <source>AIDS</source> <volume>28</volume>, <fpage>521</fpage>&#x2013;<lpage>530</lpage>. doi: <pub-id pub-id-type="doi">10.1097/QAD.0000000000000125</pub-id>, PMID: <pub-id pub-id-type="pmid">24472744</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name> <name><surname>Zhong</surname> <given-names>P.</given-names></name> <name><surname>Fang</surname> <given-names>K.</given-names></name> <name><surname>Zhu</surname> <given-names>K.</given-names></name> <name><surname>Musa</surname> <given-names>T. H.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Nationwide trends in molecular epidemiology of HIV-1 in China</article-title>. <source>AIDS Res. Hum. Retrovir.</source> <volume>32</volume>, <fpage>851</fpage>&#x2013;<lpage>859</lpage>. doi: <pub-id pub-id-type="doi">10.1089/aid.2016.0029</pub-id>, PMID: <pub-id pub-id-type="pmid">27080587</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Xue</surname> <given-names>Y.</given-names></name> <name><surname>Zhou</surname> <given-names>L.</given-names></name> <name><surname>Lin</surname> <given-names>Y.</given-names></name> <name><surname>Yu</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Evidence that HIV-1 CRF01_AE is associated with low CD4+T cell count and CXCR4 co-receptor usage in recently infected young men who have sex with men (MSM) in Shanghai</article-title>. <source>PLoS One</source> <volume>9</volume>:<fpage>e89462</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0114517</pub-id>, PMID: <pub-id pub-id-type="pmid">25551611</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Linchangco</surname> <given-names>G. V.</given-names> <suffix>Jr.</suffix></name> <name><surname>Foley</surname> <given-names>B.</given-names></name> <name><surname>Leitner</surname> <given-names>T.</given-names></name></person-group> (<year>2021</year>). <article-title>Updated HIV-1 consensus sequences change but stay within similar distance from worldwide samples</article-title>. <source>Front. Microbiol.</source> <volume>12</volume>:<fpage>828765</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2021.828765</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Han</surname> <given-names>J.</given-names></name> <name><surname>Jia</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Natural presence of V179E and rising prevalence of E138G in HIV-1 reverse transcriptase in CRF55_01B viruses</article-title>. <source>Infect. Genet. Evol.</source> <volume>77</volume>:<fpage>104098</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2019.104098</pub-id>, PMID: <pub-id pub-id-type="pmid">31678241</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>Y.</given-names></name> <name><surname>Wan</surname> <given-names>Z.</given-names></name> <name><surname>Zhang</surname> <given-names>M.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name></person-group> (<year>2023</year>). <article-title>Genomic characteristics of the new HIV-1 CRF07_BC K (28)E(32) variant</article-title>. <source>AIDS Res. Hum. Retrovir.</source> <volume>40</volume>, <fpage>42</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1089/AID.2022.0182</pub-id>, PMID: <pub-id pub-id-type="pmid">37312534</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mir</surname> <given-names>D.</given-names></name> <name><surname>Jung</surname> <given-names>M.</given-names></name> <name><surname>Delatorre</surname> <given-names>E.</given-names></name> <name><surname>Vidal</surname> <given-names>N.</given-names></name> <name><surname>Peeters</surname> <given-names>M.</given-names></name> <name><surname>Bello</surname> <given-names>G.</given-names></name></person-group> (<year>2016</year>). <article-title>Phylodynamics of the major HIV-1 CRF02_AG African lineages and its global dissemination</article-title>. <source>Infect. Genet. Evol.</source> <volume>46</volume>, <fpage>190</fpage>&#x2013;<lpage>199</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2016.05.017</pub-id>, PMID: <pub-id pub-id-type="pmid">27180893</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Njai</surname> <given-names>H. F.</given-names></name> <name><surname>Gali</surname> <given-names>Y.</given-names></name> <name><surname>Vanham</surname> <given-names>G.</given-names></name> <name><surname>Clybergh</surname> <given-names>C.</given-names></name> <name><surname>Jennes</surname> <given-names>W.</given-names></name> <name><surname>Vidal</surname> <given-names>N.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>The predominance of human immunodeficiency virus type 1 (HIV-1) circulating recombinant form 02 (CRF02_AG) in west Central Africa may be related to its replicative fitness</article-title>. <source>Retrovirology</source> <volume>3</volume>:<fpage>40</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1742-4690-3-40</pub-id>, PMID: <pub-id pub-id-type="pmid">16817969</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pang</surname> <given-names>W.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Duo</surname> <given-names>L.</given-names></name> <name><surname>Zhou</surname> <given-names>Y. H.</given-names></name> <name><surname>Yao</surname> <given-names>Z. H.</given-names></name> <name><surname>Liu</surname> <given-names>F. L.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Extensive and complex HIV-1 recombination between B', C and CRF01_AE among IDUs in south-East Asia</article-title>. <source>AIDS</source> <volume>26</volume>, <fpage>1121</fpage>&#x2013;<lpage>1129</lpage>. doi: <pub-id pub-id-type="doi">10.1097/QAD.0b013e3283522c97</pub-id>, PMID: <pub-id pub-id-type="pmid">22333750</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramirez</surname> <given-names>B. C.</given-names></name> <name><surname>Simon-Loriere</surname> <given-names>E.</given-names></name> <name><surname>Galetto</surname> <given-names>R.</given-names></name> <name><surname>Negroni</surname> <given-names>M.</given-names></name></person-group> (<year>2008</year>). <article-title>Implications of recombination for HIV diversity</article-title>. <source>Virus Res.</source> <volume>134</volume>, <fpage>64</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.virusres.2008.01.007</pub-id>, PMID: <pub-id pub-id-type="pmid">18308413</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rhee</surname> <given-names>S. Y.</given-names></name> <name><surname>Kassaye</surname> <given-names>S. G.</given-names></name> <name><surname>Jordan</surname> <given-names>M. R.</given-names></name> <name><surname>Kouamou</surname> <given-names>V.</given-names></name> <name><surname>Katzenstein</surname> <given-names>D.</given-names></name> <name><surname>Shafer</surname> <given-names>R. W.</given-names></name></person-group> (<year>2022</year>). <article-title>Public availability of HIV-1 drug resistance sequence and treatment data: a systematic review</article-title>. <source>Lancet Microb.</source> <volume>3</volume>, <fpage>e392</fpage>&#x2013;<lpage>e398</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S2666-5247(21)00250-0</pub-id>, PMID: <pub-id pub-id-type="pmid">35544100</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Suchard</surname> <given-names>M. A.</given-names></name> <name><surname>Lemey</surname> <given-names>P.</given-names></name> <name><surname>Baele</surname> <given-names>G.</given-names></name> <name><surname>Ayres</surname> <given-names>D. L.</given-names></name> <name><surname>Drummond</surname> <given-names>A. J.</given-names></name> <name><surname>Rambaut</surname> <given-names>A.</given-names></name></person-group> (<year>2018</year>). <article-title>Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10</article-title>. <source>Virus Evol.</source> <volume>4</volume>:<fpage>vey 016</fpage>. doi: <pub-id pub-id-type="doi">10.1093/ve/vey016</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tebit</surname> <given-names>D. M.</given-names></name> <name><surname>Nankya</surname> <given-names>I.</given-names></name> <name><surname>Arts</surname> <given-names>E. J.</given-names></name> <name><surname>Gao</surname> <given-names>Y.</given-names></name></person-group> (<year>2007</year>). <article-title>HIV diversity, recombination and disease progression: how does fitness "fit" into the puzzle?</article-title> <source>AIDS Rev.</source> <volume>9</volume>, <fpage>75</fpage>&#x2013;<lpage>87</lpage>. PMID: <pub-id pub-id-type="pmid">17694675</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tee</surname> <given-names>K. K.</given-names></name> <name><surname>Pybus</surname> <given-names>O. G.</given-names></name> <name><surname>Li</surname> <given-names>X. J.</given-names></name> <name><surname>Han</surname> <given-names>X.</given-names></name> <name><surname>Shang</surname> <given-names>H.</given-names></name> <name><surname>Kamarulzaman</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Temporal and spatial dynamics of human immunodeficiency virus type 1 circulating recombinant forms 08_BC and 07_BC in Asia</article-title>. <source>J. Virol.</source> <volume>82</volume>, <fpage>9206</fpage>&#x2013;<lpage>9215</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JVI.00399-08</pub-id>, PMID: <pub-id pub-id-type="pmid">18596096</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Topcu</surname> <given-names>C.</given-names></name> <name><surname>Georgiou</surname> <given-names>V.</given-names></name> <name><surname>Rodosthenous</surname> <given-names>J. H.</given-names></name> <name><surname>Demetriades</surname> <given-names>I.</given-names></name> <name><surname>Foley</surname> <given-names>B. T.</given-names></name> <name><surname>Kostrikis</surname> <given-names>L. G.</given-names></name></person-group> (<year>2022a</year>). <article-title>Characterization of a novel HIV-1 circulating recombinant form, CRF91_cpx, comprising CRF02_AG, G, J, and U, mostly among men who have sex with men</article-title>. <source>Virulence</source> <volume>13</volume>, <fpage>1331</fpage>&#x2013;<lpage>1348</lpage>. doi: <pub-id pub-id-type="doi">10.1080/21505594.2022.2106021</pub-id>, PMID: <pub-id pub-id-type="pmid">35979885</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Topcu</surname> <given-names>C.</given-names></name> <name><surname>Georgiou</surname> <given-names>V.</given-names></name> <name><surname>Rodosthenous</surname> <given-names>J. H.</given-names></name> <name><surname>Kostrikis</surname> <given-names>L. G.</given-names></name></person-group> (<year>2022b</year>). <article-title>Comparative HIV-1 phylogenies characterized by PR/RT, pol and Near-full-length genome sequences</article-title>. <source>Viruses</source> <volume>14</volume>:<fpage>2286</fpage>. doi: <pub-id pub-id-type="doi">10.3390/v14102286</pub-id>, PMID: <pub-id pub-id-type="pmid">36298841</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tully</surname> <given-names>D. C.</given-names></name> <name><surname>Ogilvie</surname> <given-names>C. B.</given-names></name> <name><surname>Batorsky</surname> <given-names>R. E.</given-names></name> <name><surname>Bean</surname> <given-names>D. J.</given-names></name> <name><surname>Power</surname> <given-names>K. A.</given-names></name> <name><surname>Ghebremichael</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Differences in the selection bottleneck between modes of sexual transmission influence the genetic composition of the HIV-1 founder virus</article-title>. <source>PLoS Pathog.</source> <volume>12</volume>:<fpage>e1005619</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.ppat.1005619</pub-id>, PMID: <pub-id pub-id-type="pmid">27163788</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Lv</surname> <given-names>X.</given-names></name> <name><surname>Zheng</surname> <given-names>C.</given-names></name> <name><surname>Li</surname> <given-names>G.</given-names></name> <name><surname>Yang</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Impact of HIV-1 CRF55_01B infection on the evolution of CD4 count and plasma HIV RNA load in men who have sex with men prior to antiretroviral therapy</article-title>. <source>Retrovirology</source> <volume>18</volume>:<fpage>22</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12977-021-00567-z</pub-id>, PMID: <pub-id pub-id-type="pmid">34399785</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wertheim</surname> <given-names>J. O.</given-names></name> <name><surname>Leigh Brown</surname> <given-names>A. J.</given-names></name> <name><surname>Hepler</surname> <given-names>N. L.</given-names></name> <name><surname>Mehta</surname> <given-names>S. R.</given-names></name> <name><surname>Richman</surname> <given-names>D. D.</given-names></name> <name><surname>Smith</surname> <given-names>D. M.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>The global transmission network of HIV-1</article-title>. <source>J. Infect. Dis.</source> <volume>209</volume>, <fpage>304</fpage>&#x2013;<lpage>313</lpage>. doi: <pub-id pub-id-type="doi">10.1093/infdis/jit524</pub-id>, PMID: <pub-id pub-id-type="pmid">24151309</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>R.</given-names></name> <name><surname>Xia</surname> <given-names>X.</given-names></name> <name><surname>Kusagawa</surname> <given-names>S.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Ben</surname> <given-names>K.</given-names></name> <name><surname>Takebe</surname> <given-names>Y.</given-names></name></person-group> (<year>2002</year>). <article-title>On-going generation of multiple forms of HIV-1 intersubtype recombinants in the Yunnan Province of China</article-title>. <source>AIDS</source> <volume>16</volume>, <fpage>1401</fpage>&#x2013;<lpage>1407</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00002030-200207050-00012</pub-id>, PMID: <pub-id pub-id-type="pmid">12131217</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ye</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Xing</surname> <given-names>H.</given-names></name> <name><surname>Yu</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>CRF07_BC is associated with slow HIV disease progression in Chinese patients</article-title>. <source>Sci. Rep.</source> <volume>12</volume>:<fpage>3773</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-022-07518-4</pub-id>, PMID: <pub-id pub-id-type="pmid">35260599</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Lu</surname> <given-names>L.</given-names></name> <name><surname>Ba</surname> <given-names>L.</given-names></name> <name><surname>Liu</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>L.</given-names></name> <name><surname>Jia</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>Dominance of HIV-1 subtype CRF01_AE in sexually acquired cases leads to a new epidemic in Yunnan province of China</article-title>. <source>PLoS Med.</source> <volume>3</volume>:<fpage>e443</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pmed.0030443</pub-id>, PMID: <pub-id pub-id-type="pmid">17105339</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>M</given-names></name> <name><surname>Ma</surname> <given-names>Y</given-names></name> <name><surname>Wang</surname> <given-names>G</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Li</surname> <given-names>X</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>The profile of HIV-1 drug resistance in Shanghai, China: a retrospective study from 2017 to 2021</article-title>. <source>J. Antimicrob. Chemother.</source> doi: <pub-id pub-id-type="doi">10.1093/jac/dkad370</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>J.</given-names></name> <name><surname>Cai</surname> <given-names>W.</given-names></name> <name><surname>Zheng</surname> <given-names>C.</given-names></name> <name><surname>Yang</surname> <given-names>Z.</given-names></name> <name><surname>Xin</surname> <given-names>R.</given-names></name> <name><surname>Li</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Origin and outbreak of HIV-1 CRF55_01B among MSM in Shenzhen, China</article-title>. <source>J. Acquir. Immune Defic. Syndr.</source> <volume>66</volume>, <fpage>e65</fpage>&#x2013;<lpage>e67</lpage>. doi: <pub-id pub-id-type="doi">10.1097/QAI.0000000000000144</pub-id>, PMID: <pub-id pub-id-type="pmid">24662297</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Chaillon</surname> <given-names>A.</given-names></name> <name><surname>Zheng</surname> <given-names>C.</given-names></name> <name><surname>Cai</surname> <given-names>W.</given-names></name> <name><surname>Yang</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>The dynamics of the HIV epidemic among men who have sex with men (MSM) from 2005 to 2012 in Shenzhen, China</article-title>. <source>Sci. Rep.</source> <volume>6</volume>:<fpage>28703</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep28703</pub-id>, PMID: <pub-id pub-id-type="pmid">27352965</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zuo</surname> <given-names>L.</given-names></name> <name><surname>Liu</surname> <given-names>K.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name> <name><surname>Hu</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>Z.</given-names></name> <name><surname>Qin</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Trend of HIV-1 drug resistance in China: a systematic review and meta-analysis of data accumulated over 17 years (2001&#x2013;2017)</article-title>. <source>EClinicalMed.</source> <volume>18</volume>:<fpage>100238</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eclinm.2019.100238</pub-id>, PMID: <pub-id pub-id-type="pmid">31922125</pub-id></citation></ref>
</ref-list>
</back>
</article>