Skip to main content
Top
Published in: BMC Infectious Diseases 1/2019

Open Access 01-12-2019 | Human Immunodeficiency Virus | Research article

The inference of HIV-1 transmission direction between HIV-1 positive couples based on the sequences of HIV-1 quasi-species

Authors: Jianjun Wu, Zhongwang Hu, Hui Yao, Hai Wang, Yanhua Lei, Ping Zhong, Yi Feng, Hui Xing, Yuelan Shen, Lin Jin, Aiwen Liu, Yizu Qin, Lifeng Miao, Bin Su, Yibo Zhang, Hongxiong Guo

Published in: BMC Infectious Diseases | Issue 1/2019

Login to get access

Abstract

Background

To infer transmission direction of a HIV transmission chain is helpful not only in legal jurisdiction but also in precise intervention to prevent HIV spread. Recently, the direction of transmission is inferred by whether paraphyletic-monophyletic (PM) or a combination of paraphyletic and polyphyletic (PP) topologies is observed or not between the sequences of source and recipient in the phylogenetic tree. However, paraphyly between them often declines over time and may disappear between spouses due to bidirectional transmission after primary infection. In this study, our aim is to test the reliability of inferring HIV transmission direction between epidemiologically linked HIV-1 positive couples using whether or not paraphyly is observed in phylogenetic tree.

Methods

HIV quasi-species were sequenced using PCR product clones, and then Bayesian analysis of molecular sequences with MCMC was employed to construct phylogenetic relationship of env, gag, pol gene fragments of HIV-1 positive couples using BEAST software.

Results

Our results showed that all sequences of seven couples except pol sequences of couple 12 and 13 form their own monophyletic cluster in phylogenetic tree including the closest control sequences from GenBank or other studies on local samples, which are supported by significant Bayesian posterior probabilities more than 0.9932. Of seven couples, paraphyly is only observed in phylogenetic tree constructed with env and pol gene sequences of three couples and gag gene sequences of four couples. Paraphyly is not observed in half of HIV positive couples. Pol sequences of couple 13 is separated by Blast selected controls; pol sequences of couple 12 in phylogenetic tree is supported by a lower Bayesian posterior value.

Conclusion

Paraphyly relationship between sequences of donator and recipient is only observed among partial HIV-1 positive couples with epidemiological link. Phylogenetic relationship is not always the same when various gene regions of HIV are used to conduct phylogenetic analysis. The combination of phylogenetic analysis based on various gene regions of HIV and enough epidemiology investigation is essential when inferring transmission direction of HIV in a transmission chain or in one couple. However, while observed paraphyly can be used to infer transmission direction in HIV-1 positive couple, no observed paraphyly cannot deny it.
Literature
1.
go back to reference Lu L, Tong W, Gu L, Li C, Lu T, Tee KK, Chen G. The current hepatitis C virus prevalence in China may have resulted mainly from an officially encouraged plasma campaign in the 1990s: a coalescence inference with genetic sequences. J Virol. 2013;87(22):12041–50.CrossRef Lu L, Tong W, Gu L, Li C, Lu T, Tee KK, Chen G. The current hepatitis C virus prevalence in China may have resulted mainly from an officially encouraged plasma campaign in the 1990s: a coalescence inference with genetic sequences. J Virol. 2013;87(22):12041–50.CrossRef
2.
go back to reference Chen H, Deng Q, Ng SH, Lee RTC, Maurer-Stroh S, Zhai W. Dynamic convergent evolution drives the passage adaptation across 48 years’history of H3N2 influenza evolution. Mol Biol Evol. 2016;33(12):3133–43.CrossRef Chen H, Deng Q, Ng SH, Lee RTC, Maurer-Stroh S, Zhai W. Dynamic convergent evolution drives the passage adaptation across 48 years’history of H3N2 influenza evolution. Mol Biol Evol. 2016;33(12):3133–43.CrossRef
3.
go back to reference Qi W, Jia W, Liu D, Li J, Bi Y, Xie S, Li B, Hu T, Du Y, Xing L, et al. Emergence and adaptation of a novel highly pathogenic H7N9 influenza virus in birds and humans from a 2013 human-infecting low-pathogenic ancestor. J Virol. 2018;92(2):e00921–17.PubMedPubMedCentral Qi W, Jia W, Liu D, Li J, Bi Y, Xie S, Li B, Hu T, Du Y, Xing L, et al. Emergence and adaptation of a novel highly pathogenic H7N9 influenza virus in birds and humans from a 2013 human-infecting low-pathogenic ancestor. J Virol. 2018;92(2):e00921–17.PubMedPubMedCentral
4.
go back to reference Gao F, Bailes E, Robertson DL, Chen Y, Rodenburg CM, Michael SF, Cumminsk LB, Arthur LO, Peeters M, Shaw GM, et al. Origin of HIV-1 inthechimpanzee Pantroglodytes troglodytes. Nature. 1999;397:436–41.CrossRef Gao F, Bailes E, Robertson DL, Chen Y, Rodenburg CM, Michael SF, Cumminsk LB, Arthur LO, Peeters M, Shaw GM, et al. Origin of HIV-1 inthechimpanzee Pantroglodytes troglodytes. Nature. 1999;397:436–41.CrossRef
5.
go back to reference Plantier JC, Leoz M, Dickerson JE, De Oliveira F, Cordonnier F, Lemee V, Damond F, Robertson DL, Simon F. A new human immunodeficiency virus derived from gorillas. Nat Med. 2009;15(8):871–2.CrossRef Plantier JC, Leoz M, Dickerson JE, De Oliveira F, Cordonnier F, Lemee V, Damond F, Robertson DL, Simon F. A new human immunodeficiency virus derived from gorillas. Nat Med. 2009;15(8):871–2.CrossRef
6.
go back to reference Mumtaz G, Hilmi N, Akala FA, Semini I, Riedner G, Wilson D, Abu-Raddad LJ. HIV-1 molecular epidemiology evidence and transmission patterns in the Middle East and North Africa. Sex Transm Infect. 2011;87(2):101–6.CrossRef Mumtaz G, Hilmi N, Akala FA, Semini I, Riedner G, Wilson D, Abu-Raddad LJ. HIV-1 molecular epidemiology evidence and transmission patterns in the Middle East and North Africa. Sex Transm Infect. 2011;87(2):101–6.CrossRef
7.
go back to reference Siljic M, Salemovic D, Cirkovic V, Pesic-Pavlovic I, Ranin J, Todorovic M, Nikolic S, Jevtovic D, Stanojevic M. Forensic application of phylogenetic analyses - exploration of suspected HIV-1 transmission case. Forensic Sci Int Genet. 2017;27:100–5.CrossRef Siljic M, Salemovic D, Cirkovic V, Pesic-Pavlovic I, Ranin J, Todorovic M, Nikolic S, Jevtovic D, Stanojevic M. Forensic application of phylogenetic analyses - exploration of suspected HIV-1 transmission case. Forensic Sci Int Genet. 2017;27:100–5.CrossRef
8.
go back to reference Metzker ML, Mindell DP, Liu XM, Ptak RG, Gibbs RA, Hillis DM. Molecular evidence of HIV-1 transmission in a criminal case. Proc Natl Acad Sci U S A. 2002;99(22):14292–7.CrossRef Metzker ML, Mindell DP, Liu XM, Ptak RG, Gibbs RA, Hillis DM. Molecular evidence of HIV-1 transmission in a criminal case. Proc Natl Acad Sci U S A. 2002;99(22):14292–7.CrossRef
9.
go back to reference Oliveira TD, Pybus OG, Rambaut A, Salemi M, Cassol S, Ciccozzi M, Rezza G, Gattinara CG, D'Arrigo R, Amicosante M, et al. HIV-1 and HCV sequences from Libyan outbreak. Nature. 2006;444:836–7.CrossRef Oliveira TD, Pybus OG, Rambaut A, Salemi M, Cassol S, Ciccozzi M, Rezza G, Gattinara CG, D'Arrigo R, Amicosante M, et al. HIV-1 and HCV sequences from Libyan outbreak. Nature. 2006;444:836–7.CrossRef
10.
go back to reference Yang J, Ge M, Pan X-M. A time lag insensitive approach for estimating HIV-1 transmission direction. AIDS. 2012;26:921–8.CrossRef Yang J, Ge M, Pan X-M. A time lag insensitive approach for estimating HIV-1 transmission direction. AIDS. 2012;26:921–8.CrossRef
11.
go back to reference Romero-Severson EO, Bulla I, Leitner T. Phylogenetically resolving epidemiologic linkage. PNAS. 2016;113(10):2690–5.CrossRef Romero-Severson EO, Bulla I, Leitner T. Phylogenetically resolving epidemiologic linkage. PNAS. 2016;113(10):2690–5.CrossRef
12.
go back to reference Thomas L, Escanilla D, Franzen C, Uhlen M, Albert J. Accurate reconstruction of a known HIV-1 transmission history by phylogenetic tree analysis. PNAS. 1996;93(20):10864–9.CrossRef Thomas L, Escanilla D, Franzen C, Uhlen M, Albert J. Accurate reconstruction of a known HIV-1 transmission history by phylogenetic tree analysis. PNAS. 1996;93(20):10864–9.CrossRef
13.
go back to reference Scaduto DI, Brown JM, Haaland WC, Zwickl DJ, Hillis DM, Metzker ML. Source identification in two criminal cases using phylogenetic analysis of HIV-1 DNA sequences. PNAS. 2010;107(50):21242–7.CrossRef Scaduto DI, Brown JM, Haaland WC, Zwickl DJ, Hillis DM, Metzker ML. Source identification in two criminal cases using phylogenetic analysis of HIV-1 DNA sequences. PNAS. 2010;107(50):21242–7.CrossRef
14.
go back to reference Wu J, Shen Y, Zhong P, Feng Y, Xing H, Jin L, Qin Y, Liu A, Miao L, Cui L, et al. The predominant cluster of CRF01_AE circulating among newly diagnosed HIV-1-positive people in Anhui Province, China. AIDS Res Hum Retrovir. 2015;31(9):926–31.CrossRef Wu J, Shen Y, Zhong P, Feng Y, Xing H, Jin L, Qin Y, Liu A, Miao L, Cui L, et al. The predominant cluster of CRF01_AE circulating among newly diagnosed HIV-1-positive people in Anhui Province, China. AIDS Res Hum Retrovir. 2015;31(9):926–31.CrossRef
15.
go back to reference Guo H, Hu H, Zhou Y, Yang H, Huan X, Qiu T, Fu G, Ding P. A novel HIV-1 CRF01_AE/B recombinant among men who have sex with men in Jiangsu Province, China. AIDS Res Hum Retrovir. 2014;30(7):706–10.CrossRef Guo H, Hu H, Zhou Y, Yang H, Huan X, Qiu T, Fu G, Ding P. A novel HIV-1 CRF01_AE/B recombinant among men who have sex with men in Jiangsu Province, China. AIDS Res Hum Retrovir. 2014;30(7):706–10.CrossRef
16.
go back to reference Chiu Y-L, Soros VB, Kreisberg JF, Stopak K, Yonemoto W, Greene WC. Cellular APOBEC3G restricts HIV-1 infection in resting CD41 T cells. Nature. 2005;345(7038):108–14.CrossRef Chiu Y-L, Soros VB, Kreisberg JF, Stopak K, Yonemoto W, Greene WC. Cellular APOBEC3G restricts HIV-1 infection in resting CD41 T cells. Nature. 2005;345(7038):108–14.CrossRef
17.
go back to reference Luban J, Soll SJ, Wilson SJ, Kutluay SB, Hatziioannou T, Bieniasz PD. Assisted evolution enables HIV-1 to overcome a high TRIM5α-imposed genetic barrier to rhesus macaque tropism. PLoS Pathog. 2013;9(9):e1003667.CrossRef Luban J, Soll SJ, Wilson SJ, Kutluay SB, Hatziioannou T, Bieniasz PD. Assisted evolution enables HIV-1 to overcome a high TRIM5α-imposed genetic barrier to rhesus macaque tropism. PLoS Pathog. 2013;9(9):e1003667.CrossRef
18.
go back to reference de Azevedo SSD, Caetano DG, Côrtes FH, Teixeira SLM, dos Santos Silva K, Hoagland B, Grinsztejn B, Veloso VG, Morgado MG, Bello G. Highly divergent patterns of genetic diversity and evolution in proviral quasispecies from HIV controllers. Retrovirology. 2017;14(1):29.CrossRef de Azevedo SSD, Caetano DG, Côrtes FH, Teixeira SLM, dos Santos Silva K, Hoagland B, Grinsztejn B, Veloso VG, Morgado MG, Bello G. Highly divergent patterns of genetic diversity and evolution in proviral quasispecies from HIV controllers. Retrovirology. 2017;14(1):29.CrossRef
19.
go back to reference Maldarelli F, Kearney M, Palmer S, Stephens R, Mican J, Polis MA, Davey RT, Kovacs J, Shao W, Rock-Kress D, et al. HIV populations are large and accumulate high genetic diversity in a nonlinear fashion. J Virol. 2013;87(18):10313–23.CrossRef Maldarelli F, Kearney M, Palmer S, Stephens R, Mican J, Polis MA, Davey RT, Kovacs J, Shao W, Rock-Kress D, et al. HIV populations are large and accumulate high genetic diversity in a nonlinear fashion. J Virol. 2013;87(18):10313–23.CrossRef
20.
go back to reference Santa-Marta M, de Brito PM, Godinho-Santos A, Goncalves J. Host factors and HIV-1 replication: clinical evidence and potential therapeutic approaches. Front Immunol. 2013;4. Santa-Marta M, de Brito PM, Godinho-Santos A, Goncalves J. Host factors and HIV-1 replication: clinical evidence and potential therapeutic approaches. Front Immunol. 2013;4.
21.
go back to reference Pernas MA, Casado CN, Arcones C, Llano A, Sánchez-Merino VC, Mothe B, Vicario JL, Grau E, Ruiz L, Sánchez J, et al. Low-replicating viruses and strong anti-viral immune response associated with prolonged disease control in a superinfected HIV-1 LTNP elite controller. PLoS One. 2012;7(2):e31928.CrossRef Pernas MA, Casado CN, Arcones C, Llano A, Sánchez-Merino VC, Mothe B, Vicario JL, Grau E, Ruiz L, Sánchez J, et al. Low-replicating viruses and strong anti-viral immune response associated with prolonged disease control in a superinfected HIV-1 LTNP elite controller. PLoS One. 2012;7(2):e31928.CrossRef
22.
go back to reference Abecasis AB, Pingarilho M, Vandamme AM. Phylogenetic analysis as a forensic tool in HIV transmission investigations. AIDS. 2018;32(5):543–54.PubMed Abecasis AB, Pingarilho M, Vandamme AM. Phylogenetic analysis as a forensic tool in HIV transmission investigations. AIDS. 2018;32(5):543–54.PubMed
Metadata
Title
The inference of HIV-1 transmission direction between HIV-1 positive couples based on the sequences of HIV-1 quasi-species
Authors
Jianjun Wu
Zhongwang Hu
Hui Yao
Hai Wang
Yanhua Lei
Ping Zhong
Yi Feng
Hui Xing
Yuelan Shen
Lin Jin
Aiwen Liu
Yizu Qin
Lifeng Miao
Bin Su
Yibo Zhang
Hongxiong Guo
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2019
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-019-4163-4

Other articles of this Issue 1/2019

BMC Infectious Diseases 1/2019 Go to the issue