People with HIV (PWH) on antiretroviral therapy (ART) experience elevated rates of neurological impairment, despite controlling for demographic factors and comorbidities, suggesting viral or neuroimmune etiologies for these deficits. Here, we apply multimodal and cross-compartmental single-cell analyses of paired cerebrospinal fluid (CSF) and peripheral blood in PWH and uninfected controls. We demonstrate that a subset of central memory CD4+ T cells in the CSF produced HIV-1 RNA, despite apparent systemic viral suppression, and that HIV-1–infected cells were more frequently found in the CSF than in the blood. Using cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq), we show that the cell surface marker CD204 is a reliable marker for rare microglia-like cells in the CSF, which have been implicated in HIV neuropathogenesis, but which we did not find to contain HIV transcripts. Through a feature selection method for supervised deep learning of single-cell transcriptomes, we find that abnormal CD8+ T cell activation, rather than CD4+ T cell abnormalities, predominated in the CSF of PWH compared with controls. Overall, these findings suggest ongoing CNS viral persistence and compartmentalized CNS neuroimmune effects of HIV infection during ART and demonstrate the power of single-cell studies of CSF to better understand the CNS reservoir during HIV infection.
Shelli F. Farhadian, Ofir Lindenbaum, Jun Zhao, Michael J. Corley, Yunju Im, Hannah Walsh, Alyssa Vecchio, Rolando Garcia-Milian, Jennifer Chiarella, Michelle Chintanaphol, Rachela Calvi, Guilin Wang, Lishomwa C. Ndhlovu, Jennifer Yoon, Diane Trotta, Shuangge Ma, Yuval Kluger, Serena Spudich
Title and authors | Publication | Year |
---|---|---|
Longitudinal CNS and systemic T-lymphocyte and monocyte activation before and after antiretroviral therapy beginning in primary HIV infection
Chan P, Li X, Li F, Emu B, Price RW, Spudich S |
Frontiers in Immunology | 2025 |
Rare HIV-1 infected T cell clones persist across cerebrospinal fluid and blood despite ART
Meng Wang, Jennifer Yoon, Hailey Reisert, Bibhuprasad Das, Jennifer Chiarella, Elias Halvas, John Mellors, Alina Pang, Lydia Barakat, Margaret Fikrig, Joshua Cyktor, Yuval Kluger, Serena Spudich, Michael Corley, Shelli Farhadian |
JCI Insight | 2024 |
Role of HIV-1 Tat Protein Interactions with Host Receptors in HIV Infection and Pathogenesis.
Cafaro A, Schietroma I, Sernicola L, Belli R, Campagna M, Mancini F, Farcomeni S, Pavone-Cossut MR, Borsetti A, Monini P, Ensoli B |
International journal of molecular sciences | 2024 |
Neurosyphilis is characterized by a compartmentalized and robust neuroimmune response but not by neuronal injury
Catalano AA, Yoon J, Fertuzinhos S, Reisert H, Walsh H, Kosana P, Wilson M, Gisslen M, Zetterberg H, Marra CM, Farhadian SF |
Med (New York, N.Y.) | 2024 |
The identification of intact HIV proviral DNA from human cerebrospinal fluid
Zhang Z, Reece MD, Roa S, Tyor W, Franklin DR, Letendre SL, Marconi VC, Anderson AM, Gavegnano C |
Neurotherapeutics | 2024 |
Changes in cerebrospinal fluid proteins across the spectrum of untreated and treated chronic HIV-1 infection.
Hu Z, Cinque P, Dravid A, Hagberg L, Yilmaz A, Zetterberg H, Fuchs D, Gostner J, Blennow K, Spudich SS, Kincer L, Zhou S, Joseph SB, Swanstrom R, Price RW, Gisslén M |
PLoS pathogens | 2024 |
Cerebrospinal Fluid and Peripheral Blood Lymphomonocyte Single-Cell Transcriptomics in a Subject with Multiple Sclerosis Acutely Infected with HIV
Pinnetti C, Rozera G, Messina F, Spezia PG, Lazzari E, Fabeni L, Chillemi G, Pietrucci D, Haggiag S, Mastrorosa I, Vergori A, Girardi E, Antinori A, Maggi F, Abbate I |
International Journal of Molecular Sciences | 2024 |
The single-cell opioid responses in the context of HIV (SCORCH) consortium.
Ament SA, Campbell RR, Lobo MK, Receveur JP, Agrawal K, Borjabad A, Byrareddy SN, Chang L, Clarke D, Emani P, Gabuzda D, Gaulton KJ, Giglio M, Giorgi FM, Gok B, Guda C, Hadas E, Herb BR, Hu W, Huttner A, Ishmam MR, Jacobs MM, Kelschenbach J, Kim DW, Lee C, Liu S, Liu X, Madras BK, Mahurkar AA, Mash DC, Mukamel EA, Niu M, O'Connor RM, Pagan CM, Pang APS, Pillai P, Repunte-Canonigo V, Ruzicka WB, Stanley J, Tickle T, Tsai SA, Wang A, Wills L, Wilson AM, Wright SN, Xu S, Yang J, Zand M, Zhang L, Zhang J, Akbarian S, Buch S, Cheng CS, Corley MJ, Fox HS, Gerstein M, Gummuluru S, Heiman M, Ho YC, Kellis M, Kenny PJ, Kluger Y, Milner TA, Moore DJ, Morgello S, Ndhlovu LC, Rana TM, Sanna PP, Satterlee JS, Sestan N, Spector SA, Spudich S, Tilgner HU, Volsky DJ, White OR, Williams DW, Zeng H |
Molecular psychiatry | 2024 |
Dynamics of peripheral T cell exhaustion and monocyte subpopulations in neurocognitive impairment and brain atrophy in chronic HIV infection
Mitchell BI, Yazel Eiser IE, Kallianpur KJ, Gangcuangco LM, Chow DC, Ndhlovu LC, Paul R, Shikuma CM |
Journal of Neurovirology | 2024 |
A single-cell atlas reveals shared and distinct immune responses and metabolic profiles in SARS-CoV-2 and HIV-1 infections
Pan T, Cao G, Tang E, Zhao Y, Penaloza-MacMaster P, Fang Y, Huang J |
Frontiers in Genetics | 2023 |
Intact Proviral DNA Analysis of the Brain Viral Reservoir and Relationship to Neuroinflammation in People with HIV on Suppressive Antiretroviral Therapy
Gabuzda D, Yin J, Misra V, Chettimada S, Gelman BB |
Viruses | 2023 |
CSF Inflammation Markers Associated with Asymptomatic Viral Escape in Cerebrospinal Fluid of HIV-Positive Individuals on Antiretroviral Therapy
Guha D, Misra V, Yin J, Gabuzda D |
Viruses | 2023 |
The latent HIV reservoir: current advances in genetic sequencing approaches
Moar P, Premeaux TA, Atkins A, Ndhlovu LC |
mBio | 2023 |
Combined cerebrospinal fluid metabolomic and cytokine profiling in tuberculosis meningitis reveals robust and prolonged changes in immunometabolic networks
Tomalka J, Sharma A, Smith AG, Avaliani T, Gujabidze M, Bakuradze T, Sabanadze S, Jones DP, Avaliani Z, Kipiani M, Kempker RR, Collins JM |
Tuberculosis (Edinburgh, Scotland) | 2023 |
Morphine suppresses peripheral responses and transforms brain myeloid gene expression to favor neuropathogenesis in SIV infection
Howard S. Fox, Meng Niu, Brenda Morsey, Benjamin G Lamberty, Katy Emanuel, Palsamy Periyasamy, Shannon Callen, Arpan Acharya, Gregory Kubik, James Eudy, Chittibabu Guda, Ravi D Shetty, Courtney Fletcher, Siddappa N. Byrareddy, Shilpa Buch |
Frontiers in immunology | 2022 |
Elevation of cell-associated HIV-1 transcripts in CSF CD4+ T cells, despite effective antiretroviral therapy, is linked to brain injury
Suzuki K, Zaunders J, Gates TM, Levert A, Butterly S, Liu Z, Ishida T, Palmer S, Rae CD, Jugé L, Cysique LA, Brew BJ |
Proceedings of the National Academy of Sciences | 2022 |