TY - JOUR
T1 - Interactions of monocytes, HIV, and art identified by an innovative scrnaseq pipeline
T2 - Pathways to reservoirs and HIV-associated comorbidities
AU - León-Rivera, Rosiris
AU - Morsey, Brenda
AU - Niu, Meng
AU - Fox, Howard S.
AU - Berman, Joan W.
N1 - Funding Information:
This work was funded by NIH grants R01MH112391, R01DA044584, and R01DA048609 (Albert Einstein College of Medicine [Einstein], J.W.B.); P30MH062261 and R01DA043164 (UNMC, H.S.F.); and T32GM007288 and F31MH116825 (Einstein, R.L.-R.).
Funding Information:
This work was funded by NIH grants R01MH112391, R01DA044584, and R01DA048609 (Albert Einstein College of Medicine [Einstein], J.W.B.); P30MH062261 and R01DA043164 (UNMC, H.S.F.); and T32GM007288 and F31MH116825 (Einstein, R.L.-R.). We thank Dr. Robert Dubin (Einstein) for help in optimizing the scRNAseq pipeline and Drs. James Eudy and Babu Guda (UNMC) for advice on single-cell sequencing and analysis. The UNMC DNA Sequencing Core receives partial support from P20GM103427, P30GM110768, and P30CA036727. We thank Drs. Edwin Rosado-Olivieri (Rockefeller), Charlie Xia (Einstein) and Jeetayu Biswas (Einstein) for help with single-cell RNA sequencing analyses. We thank Drs. Laura Cheney and Samuel Mart?nez Mesa and Vanessa Chilunda and all members of the laboratory of J.W.B. (Einstein), for invaluable assistance and advice. We were responsible for the work as follows: conceptualization and writing (original draft), R.L.-R. and J.W.B.; methodology and writing (review and editing), R.L.-R., J.W.B., and H.S.F.; software, R.L.-R. and M.N.; validation, R.L.-R., B.M., and M.N.; formal analysis, investigation, data curation, and visualization, R.L.-R., J.W.B., and H.S.F.; resources, J.W.B. and H.S.F.; supervision, project administration, and funding, J.W.B. and H.S.F. We declare no competing interests.
Funding Information:
We thank Dr. Robert Dubin (Einstein) for help in optimizing the scRNAseq pipeline and Drs. James Eudy and Babu Guda (UNMC) for advice on single-cell sequencing and analysis. The UNMC DNA Sequencing Core receives partial support from P20GM103427, P30GM110768, and P30CA036727. We thank Drs. Edwin Rosado-Olivieri (Rockefeller), Charlie Xia (Einstein) and Jeetayu Biswas (Einstein) for help with single-cell RNA sequencing analyses. We thank Drs. Laura Cheney and Samuel Martínez Mesa and Vanessa Chilunda and all members of the laboratory of J.W.B. (Einstein), for invaluable assistance and advice.
Publisher Copyright:
© 2020 León-Rivera et al.
PY - 2020/7/1
Y1 - 2020/7/1
N2 - HIV reservoirs persist despite successful antiretroviral therapy (ART) and are a major obstacle to the eradication and cure of HIV. The mature monocyte sub-set, CD14+CD16+, contributes to viral reservoirs and HIV-associated comorbidities. Only a subset of monocytes harbors HIV (HIV+), while the rest remain uninfected, exposed cells (HIVexp). We developed an innovative single cell RNA sequencing (scRNAseq) pipeline that detects HIV and host transcripts simultaneously, enabling us to examine differences between HIV+ and HIVexp mature monocytes. Using this, we characterized uninfected, HIV+, and HIVexp primary human mature monocytes with and without ART. We showed that HIV+ mature monocytes do not form their own cluster separately from HIVexp but can be distinguished by significant differential gene expression. We found that ART decreased levels of unspliced HIV transcripts potentially by modulating host transcriptional regulators shown to decrease viral infection and replication. We also identified and characterized mature monocyte subpopulations differentially impacted by HIV and ART. We identified genes dys-regulated by ART in HIVexp monocytes compared to their uninfected counterpart and, of interest, the junctional protein ALCAM, suggesting that ART impacts mono-cyte functions. Our data provide a novel method for simultaneous detection of HIV and host transcripts. We identify potential targets, such as those genes whose expression is increased in HIV+mature monocytes compared to HIVexp, to block their entry into tissues, preventing establishment/replenishment of HIV reservoirs even with ART, thereby reducing and/or eliminating viral burden and HIV-associated co-morbidities. Our data also highlight the heterogeneity of mature monocyte subsets and their potential contributions to HIV pathogenesis in the ART era.IMPORTANCE HIV enters tissues early after infection, leading to establishment and persistence of HIV reservoirs despite antiretroviral therapy (ART). Viral reservoirs are a major obstacle to the eradication and cure of HIV. CD14+CD16+ (mature) mono-cytes may contribute to establishment and reseeding of reservoirs. A subset of monocytes, consisting mainly of CD14+CD16+ cells, harbors HIV (HIV+), while the rest remain uninfected, exposed cells (HIVexp). It is important to identify cells harbor-ing virus to eliminate reservoirs. Using an innovative single-cell RNA sequencing (scRNAseq) pipeline to detect HIV and host transcripts simultaneously, we characterized HIV+and HIVexp primary human mature monocytes with and without ART. HIV+ mature monocytes are not a unique subpopulation but rather can be distinguished from HIVexp by differential gene expression. We characterized mature mono-cyte subpopulations differently impacted by HIV and ART, highlighting their potential contributions to HIV-associated comorbidities. Our data propose therapeutic targets to block HIV_ monocyte entry into tissues, preventing establishment and replenishment of reservoirs even with ART.
AB - HIV reservoirs persist despite successful antiretroviral therapy (ART) and are a major obstacle to the eradication and cure of HIV. The mature monocyte sub-set, CD14+CD16+, contributes to viral reservoirs and HIV-associated comorbidities. Only a subset of monocytes harbors HIV (HIV+), while the rest remain uninfected, exposed cells (HIVexp). We developed an innovative single cell RNA sequencing (scRNAseq) pipeline that detects HIV and host transcripts simultaneously, enabling us to examine differences between HIV+ and HIVexp mature monocytes. Using this, we characterized uninfected, HIV+, and HIVexp primary human mature monocytes with and without ART. We showed that HIV+ mature monocytes do not form their own cluster separately from HIVexp but can be distinguished by significant differential gene expression. We found that ART decreased levels of unspliced HIV transcripts potentially by modulating host transcriptional regulators shown to decrease viral infection and replication. We also identified and characterized mature monocyte subpopulations differentially impacted by HIV and ART. We identified genes dys-regulated by ART in HIVexp monocytes compared to their uninfected counterpart and, of interest, the junctional protein ALCAM, suggesting that ART impacts mono-cyte functions. Our data provide a novel method for simultaneous detection of HIV and host transcripts. We identify potential targets, such as those genes whose expression is increased in HIV+mature monocytes compared to HIVexp, to block their entry into tissues, preventing establishment/replenishment of HIV reservoirs even with ART, thereby reducing and/or eliminating viral burden and HIV-associated co-morbidities. Our data also highlight the heterogeneity of mature monocyte subsets and their potential contributions to HIV pathogenesis in the ART era.IMPORTANCE HIV enters tissues early after infection, leading to establishment and persistence of HIV reservoirs despite antiretroviral therapy (ART). Viral reservoirs are a major obstacle to the eradication and cure of HIV. CD14+CD16+ (mature) mono-cytes may contribute to establishment and reseeding of reservoirs. A subset of monocytes, consisting mainly of CD14+CD16+ cells, harbors HIV (HIV+), while the rest remain uninfected, exposed cells (HIVexp). It is important to identify cells harbor-ing virus to eliminate reservoirs. Using an innovative single-cell RNA sequencing (scRNAseq) pipeline to detect HIV and host transcripts simultaneously, we characterized HIV+and HIVexp primary human mature monocytes with and without ART. HIV+ mature monocytes are not a unique subpopulation but rather can be distinguished from HIVexp by differential gene expression. We characterized mature mono-cyte subpopulations differently impacted by HIV and ART, highlighting their potential contributions to HIV-associated comorbidities. Our data propose therapeutic targets to block HIV_ monocyte entry into tissues, preventing establishment and replenishment of reservoirs even with ART.
KW - HIV
KW - HIV-associated comorbidities
KW - Latency
KW - Reservoirs
KW - Transcriptome
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U2 - 10.1128/mBio.01037-20
DO - 10.1128/mBio.01037-20
M3 - Article
C2 - 32723919
AN - SCOPUS:85088880577
SN - 2161-2129
VL - 11
SP - 1
EP - 23
JO - mBio
JF - mBio
IS - 4
M1 - e01037-20
ER -