Submitted:
05 October 2023
Posted:
06 October 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
Study design and population
Laboratory procedures
Statistical analyses
3. Results
3.1. Study population
3.2. Neutralization activity
3.3. IFN-γ
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Martin, G.E.; Sen, D.R.; Pace, M.; Robinson, N.; Meyerowitz, J.; Adland, E.; Thornhill, J.P.; Jones, M.; Ogbe, A.; Parolini, L.; et al. Epigenetic Features of HIV-Induced T-Cell Exhaustion Persist Despite Early Antiretroviral Therapy. Front. Immunol. 2021, 12. [Google Scholar] [CrossRef]
- Hileman CO, Funderburg NT. Inflammation, immune activation, and antiretroviral therapy in HIV. Curr HIV/AIDS Rep. 2017, 14, 93–100. [Google Scholar] [CrossRef]
- Nakanjako, D.; Ssewanyana, I.; Mayanja-Kizza, H.; Kiragga, A.; Colebunders, R.; Manabe, Y.C.; Nabatanzi, R.; Kamya, M.R.; Cao, H. High T-cell immune activation and immune exhaustion among individuals with suboptimal CD4 recovery after 4 years of antiretroviral therapy in an African cohort. BMC Infect. Dis. 2011, 11, 1–9. [Google Scholar] [CrossRef] [PubMed]
- Almeida, C.-A.M.; Price, P.; French, M.A.; Evans, C.; Humphrey, J.H.; Ntozini, R.; Prendergast, A.J.; Brunt, S.J.; Cysique, L.A.; Lee, S.; et al. Brief Communication: Immune Activation in Patients Infected with HIV Type 1 and Maintaining Suppression of Viral Replication by Highly Active Antiretroviral Therapy. AIDS Res. Hum. Retroviruses 2002, 18, 1351–1355. [Google Scholar] [CrossRef] [PubMed]
- Collie, S.; Champion, J.; Moultrie, H.; Bekker, L.-G.; Gray, G. Effectiveness of BNT162b2 Vaccine against Omicron Variant in South Africa. New Engl. J. Med. 2021, 386, 494–496. [Google Scholar] [CrossRef] [PubMed]
- Kalimuddin, S.; Tham, C.Y.L.; Qui, M.; de Alwis, R.; Sim, J.X.Y.; Lim, J.M.E.; Tan, H.-C.; Syenina, A.; Zhang, S.L.; Le Bert, N.; et al. Early T cell and binding antibody responses are associated with COVID-19 RNA vaccine efficacy onset. Med 2021, 2, 682–688. [Google Scholar] [CrossRef]
- Gao Y, Cai C, Grifoni A, et al. Ancestral SARS-CoV-2-specific T cells cross-recognize the Omicron variant. Nat Med. 2022, 28, 472–476. [Google Scholar] [CrossRef] [PubMed]
- Tarke A, Coelho CH, Zhang Z, et al. SARS-CoV-2 vaccination induces immunological T cell memory able to cross-recognize variants from Alpha to Omicron. Cell. 2022, 185, 847–859. [Google Scholar] [CrossRef]
- Keeton R, Tincho MB, Ngomti A, et al. T cell responses to SARS-CoV-2 spike cross-recognize Omicron. Nature. 2022, 603, 488–492. [Google Scholar] [CrossRef]
- Liu J, Chandrashekar A, Sellers D, et al. Vaccines elicit highly conserved cellular immunity to SARS-CoV-2 Omicron. Nature. 2022, 603, 493–496. [Google Scholar] [CrossRef]
- Gilbert, P.B.; Donis, R.O.; Koup, R.A.; Fong, Y.; Plotkin, S.A.; Follmann, D. A Covid-19 Milestone Attained — A Correlate of Protection for Vaccines. New Engl. J. Med. 2022, 387, 2203–2206. [Google Scholar] [CrossRef] [PubMed]
- Widge AT, et al. Durability of responses after SARS-CoV-2 mRNA-1273 vaccination. N Engl J Med. 2020, 384, 80–82. [Google Scholar]
- Mateus, J.; Dan, J.M.; Zhang, Z.; Moderbacher, C.R.; Lammers, M.; Goodwin, B.; Sette, A.; Crotty, S.; Weiskopf, D. Low-dose mRNA-1273 COVID-19 vaccine generates durable memory enhanced by cross-reactive T cells. Science 2021, 374, 420. [Google Scholar] [CrossRef] [PubMed]
- Pegu A, et al. Durability of mRNA-1273 vaccine-induced antibodies against SARS-CoV-2 variants. Science. 2021, 373, 1372–1377. [Google Scholar] [CrossRef] [PubMed]
- Sette A, Crotty S. Adaptive immunity to SARS-CoV-2 andCOVID-19. Cell. 2021, 184, 861–80. [Google Scholar] [CrossRef] [PubMed]
- Goel RR, Painter MM, Apostolidis SA, Mathew D, Meng W, Rosenfeld AM, et al. mRNA vaccines induce durable immune memory to SARS-CoV-2 and variants of concern. Science. 2021, 374, abm0829. [Google Scholar] [CrossRef]
- Agrati C, Castilletti C, Goletti D, Sacchi A, Bordoni V, Mariotti D, et al. Persistent spike-specific T cell immunity despite antibody reduction after 3 months from SARS-CoV-2 BNT162b2- mRNA vaccine. Sci Rep. 2022, 12, 6687. [Google Scholar] [CrossRef]
- Woldemeskel, B.A.; Karaba, A.H.; Garliss, C.C.; Beck, E.J.; Aytenfisu, T.Y.; Johnston, T.S.; Laeyendecker, O.; Cox, A.L.; Blankson, J.N. Decay of coronavirus disease 2019 mRNA vaccine-induced immunity in people with HIV. AIDS 2022, 36, 1315–1317. [Google Scholar] [CrossRef]
- Ogbe, A.; Pace, M.; Bittaye, M.; Tipoe, T.; Adele, S.; Alagaratnam, J.; Aley, P.K.; Ansari, M.A.; Bara, A.; Broadhead, S.; et al. Durability of ChAdOx1 nCoV-19 vaccination in people living with HIV. J. Clin. Investig. 2022, 7. [Google Scholar] [CrossRef]
- Pérez-Alós, L.; Armenteros, J.J.A.; Madsen, J.R.; Hansen, C.B.; Jarlhelt, I.; Hamm, S.R.; Heftdal, L.D.; Pries-Heje, M.M.; Møller, D.L.; Fogh, K.; et al. Modeling of waning immunity after SARS-CoV-2 vaccination and influencing factors. Nat. Commun. 2022, 13, 1–11. [Google Scholar] [CrossRef]
- Antinori, A.; Cicalini, S.; Meschi, S.; Bordoni, V.; Lorenzini, P.; Vergori, A.; Lanini, S.; De Pascale, L.; Matusali, G.; Mariotti, D.; et al. Humoral and Cellular Immune Response Elicited by mRNA Vaccination Against Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in People Living With Human Immunodeficiency Virus Receiving Antiretroviral Therapy Based on Current CD4 T-Lymphocyte Count. Clin. Infect. Dis. 2022, 75, e552–e563. [Google Scholar] [CrossRef] [PubMed]
- Vergori A, Cozzi-Lepri A, Matusali G, Colavita F, Cicalini S, Gallì P, Garbuglia AR, Fusto M, Puro V, Maggi F, Girardi E, Vaia F, Antinori A; HIV-VAC Study Group SARS-CoV-2 Omicron Variant Neutralization after Third Dose Vaccination in PLWH. Viruses 2022, 14, 1710.
- Matusali, G.; Sberna, G.; Meschi, S.; Gramigna, G.; Colavita, F.; Lapa, D.; Francalancia, M.; Bettini, A.; Capobianchi, M.R.; Puro, V.; Castilletti, C.; Vaia, F.; Bordi, L. Differential Dynamics of SARS-CoV-2 Binding and Functional Antibodies upon BNT162b2 Vaccine: A 6-Month Follow-Up. Viruses 2022, 14, 312. [Google Scholar] [CrossRef] [PubMed]
- Agrati, C.; Castilletti, C.; Goletti, D.; Sacchi, A.; Bordoni, V.; Mariotti, D.; Notari, S.; Matusali, G.; Meschi, S.; Petrone, L.; et al. Persistent Spike-specific T cell immunity despite antibody reduction after 3 months from SARS-CoV-2 BNT162b2-mRNA vaccine. Sci. Rep. 2022, 12, 1–5. [Google Scholar] [CrossRef] [PubMed]
- Nault, L.; Marchitto, L.; Goyette, G.; Tremblay-Sher, D.; Fortin, C.; Martel-Laferrière, V.; Trottier, B.; Richard, J.; Durand, M.; Kaufmann, D.; et al. Covid-19 vaccine immunogenicity in people living with HIV-1. Vaccine 2022, 40, 3633–3637. [Google Scholar] [CrossRef]
- Sisteré-Oró, M.; Andrade, N.; Wortmann, D.D.; Du, J.; Garcia-Giralt, N.; González-Cao, M.; Güerri-Fernández, R.; Meyerhans, A. Anti-SARS-COV-2 specific immunity in HIV immunological non-responders after mRNA-based COVID-19 vaccination. Front. Immunol. 2022, 13, 994173. [Google Scholar] [CrossRef]
- Tau L, Turner D, Adler A, Marom R, Ahsanov S, Matus N, et al. SARS-CoV-2 humoral and cellular immune responses of patients with HIV after vaccination with BNT162b2 mRNA COVID-19 vaccine in the Tel-Aviv Medical Center. Open Forum Infect Dis. 2022, 9, ofac089. [Google Scholar] [CrossRef]
- Spinelli, M.A.; Peluso, M.J.; Lynch, K.L.; Yun, C.; Glidden, D.V.; Henrich, T.J.; et al. Differences in post-mRNA vaccination severeacute respiratory syndrome coronavirus 2 (SARS-CoV-2) immunoglobulin G (IgG) concentrations and surrogate virus neutralization test response by human immunodefciency virus (HIV) status and type of vaccine: a matched case-control observational study. Clin Infect Dis. 2022, 75, e916–9 https://doi org/101093/cid/ciab1009. [Google Scholar]
- Benet, S.; Blanch-Lombarte, O.; Ainsua-Enrich, E.; Pedreño-Lopez, N.; Muñoz-Basagoiti, J.; Raïch-Regué, D.; Perez-Zsolt, D.; Peña, R.; Jiménez, E.; de la Concepción, M.L.R.; et al. Limited Humoral and Specific T-Cell Responses After SARS-CoV-2 Vaccination in PWH With Poor Immune Reconstitution. J. Infect. Dis. 2022, 226, 1913–1923. [Google Scholar] [CrossRef]
- Hensley, K.S.; Jongkees, M.J.; Geers, D.; GeurtsvanKessel, C.H.; Mueller, Y.M.; Dalm, V.A.S.H.; Papageorgiou, G.; Steggink, H.; Gorska, A.; Bogers, S.; den Hollander, J.G.; Bierman, W.F.W.; Gelinck, L.B.S.; Schippers, E.F.; Ammerlaan, H.S.M.; van der Valk, M.; van Vonderen, M.G.A.; Delsing, C.E.; Gisolf, E.H.; Bruns, A.H.W.; Lauw, F.N.; Berrevoets, M.A.H.; Sigaloff, K.C.E.; Soetekouw, R.; Branger, J.; de Mast, Q.; Lammers, A.J.J.; Lowe, S.H.; de Vries, R.D.; Katsikis, P.D.; Rijnders, B.J.A.; Brinkman, K.; Roukens, A.H.E.; Rokx, C. Immunogenicity and reactogenicity of SARS-CoV-2 vaccines in people living with HIV in the Netherlands: A nationwide prospective cohort study. PLoS Med. 2023, 19, e1003979. [Google Scholar] [CrossRef]
- Corma-Gómez, A.; Fernández-Fuertes, M.; García, E.; Fuentes-López, A.; Gómez-Ayerbe, C.; Rivero-Juárez, A.; Domínguez, C.; Santos, M.; Viñuela, L.; Palacios, R.; et al. Severe immunosuppression is related to poorer immunogenicity to SARS-CoV-2 vaccines among people living with HIV. Clin. Microbiol. Infect. 2022, 28, 1492–1498. [Google Scholar] [CrossRef] [PubMed]
- Yang, Z.-R.; Jiang, Y.-W.; Li, F.-X.; Liu, D.; Lin, T.-F.; Zhao, Z.-Y.; Wei, C.; Jin, Q.-Y.; Li, X.-M.; Jia, Y.-X.; et al. Efficacy of SARS-CoV-2 vaccines and the dose–response relationship with three major antibodies: a systematic review and meta-analysis of randomised controlled trials. Lancet Microbe 2023, 4, e236–e246. [Google Scholar] [CrossRef]
- Chemaitelly H, Ayoub HH, AlMukdad S, et al. Duration of mRNA vaccine protection against SARS-CoV-2 omicron BA.1 and BA.2 subvariants in Qatar. Nat Commun 2022, 13, 3082. [Google Scholar] [CrossRef] [PubMed]
- Abu-Raddad LJ, Chemaitelly H, Ayoub HH, et al. Association of prior SARS-CoV-2 infection with risk of breakthrough infection following mRNA vaccination in Qatar. JAMA 2021, 326, 1930–9. [Google Scholar] [CrossRef] [PubMed]
- Qu, P.; Faraone, J.N.; Evans, J.P.; Zheng, Y.-M.; Yu, L.; Ma, Q.; Carlin, C.; Lozanski, G.; Saif, L.J.; Oltz, E.M.; et al. Durability of Booster mRNA Vaccine against SARS-CoV-2 BA.2.12.1, BA.4, and BA.5 Subvariants. New Engl. J. Med. 2022, 387, 1329–1331. [Google Scholar] [CrossRef] [PubMed]
- Tuan, J.J.; Zapata, H.; Barakat, L.; Andrews, L.; Behnegar, A.; Kim, Y.W.; Kayani, J.; Mutic, S.; Ryall, L.; Turcotte, B.; et al. Long-term quantitative assessment of anti-SARS-CoV-2 spike protein immunogenicity (QUASI) after COVID-19 vaccination in older people living with HIV (PWH). BMC Infect. Dis. 2022, 22, 1–8. [Google Scholar] [CrossRef]
- Tau, L.; Turner, D.; Adler, A.; Marom, R.; Ahsanov, S.; Matus, N.; Levi, I.; Gerber, G.; Lev, S.; Ziv-Baran, T.; et al. SARS-CoV-2 Humoral and Cellular Immune Responses of Patients With HIV After Vaccination With BNT162b2 mRNA COVID-19 Vaccine in the Tel-Aviv Medical Center. Open Forum Infect. Dis. 2022, 9, ofac089. [Google Scholar] [CrossRef]
- Liu Y, Zeng Q, Deng C, et al. Robust induction of B cell and T cell responses by a third dose of inactivated SARS-CoV-2 vaccine. Cell Discov. 2022, 8, 10. [Google Scholar] [CrossRef]
- Tartof, S.Y.; Slezak, J.M.; Fischer, H.; Hong, V.; Ackerson, B.K.; Ranasinghe, O.N.; Frankland, T.B.; Ogun, O.A.; Zamparo, J.M.; Gray, S.; et al. Effectiveness of mRNA BNT162b2 COVID-19 vaccine up to 6 months in a large integrated health system in the USA: a retrospective cohort study. Lancet 2021, 398, 1407–1416. [Google Scholar] [CrossRef]


| CD4 count at T1$ (cells/mm3) | ||||||
|---|---|---|---|---|---|---|
| Characteristics | LCD4 0-200/mm3 |
ICD4 201-500/mm3 |
HCD4 >500/mm3 |
p-value* | Total | |
| N= 56 | N= 120 | N= 138 | N= 314 | |||
| Age, years | 0.208 | |||||
| Median (IQR) | 58 (53, 63) | 56 (50, 62) | 56 (48, 60) | 56 (50, 61) | ||
| Female, n(%) | 17 (30.4) | 16 (13.3) | 22 (15.9) | 0.018 | 55 (17.5) | |
| Caucasian, n(%) | 37 (66.1) | 77 (64.2) | 115 (83.3) | 0.001 | 229 (72.9) | |
| Nadir CD4 count, cells/mm3 | <.001 | |||||
| Median (IQR) | 32 (7, 70) | 48 (23, 129) | 166 (52, 298) | 74 (26, 180) | ||
| Time from HIV diagnosis, years | 0.007 | |||||
| Median (IQR) | 17 (2, 24) | 6 (2, 13) | 10 (5, 15) | 9 (4, 21) | ||
| Time from AIDS diagnosis, years | 0.069 | |||||
| Median (IQR) | 2 (1, 2) | 6 (3, 7) | 5 (5, 10) | 5 (4, 8) | ||
| AIDS, n(%) | 14 (25.9) | 32 (30.2) | 27 (21.3) | 0.297 | 73 (25.4) | |
| Year of starting ART | 0.029 | |||||
| Median (IQR) | 2009 (2000, 2020) | 2016 (2010, 2019) | 2013 (2010, 2016) | 2014 (2009, 2018) | ||
| VL<=50 at T1, n(%) | 44 (78.6) | 116 (97.5) | 137 (99.3) | <.001 | 297 (94.9) | |
| Cancer, n(%) | 2 (3.6) | 6 (5.0) | 12 (8.7) | 0.308 | 20 (6.4) | |
| BMI, median (IQR) | 22 (21, 24) | 24 (21, 26) | 23 (22, 26) | 0.109 23 (21, 26) | ||
| Autoimmune disease, n(%) | 0 (0.0) | 1 (0.9) | 0 (0.0) | 0.426 | 1 (0.3) | |
| Cardiopathy, n(%) | 0 (0.0) | 0 (0.0) | 1 (0.8) | 0.533 | 1 (0.3) | |
| CKD, n(%) | 8 (14.8) | 9 (8.5) | 9 (7.1) | 0.246 | 26 (9.1) | |
| COPD, n(%) | 3 (5.6) | 6 (5.7) | 4 (3.1) | 0.606 | 13 (4.5) | |
| MI, n(%) | 1 (1.9%) | 1 (0.9%) | 1 (0.8%) | 0.806 | 3 (1.0) | |
| Hypertension, n(%) | 8 (14.8) | 17 (16.0) | 11 (8.7) | 0.205 | 36 (12.5) | |
| Mild liver disease, n(%) | 12 (22.2) | 23 (21.7) | 29 (22.8) | 0.979 | 64 (22.3) | |
| Severe liver disease, n(%) | 4 (7.4) | 3 (2.8) | 1 (0.8) | 0.047 | 8 (2.8) | |
| No. of comorbidities& | 0.189 | |||||
| Median (IQR) | 1 (1, 2) | 1 (1, 2) | 1 (1, 1) | 1 (1, 2) | ||
| Time from T1 to T3, days | 0.472 | |||||
| Median (IQR) | 178 (175, 183) | 174 (162, 187) | 175 (167, 199) | 175 (166, 186) | ||
| Time from T3 to T4, days | 0.110 | |||||
| Median (IQR) | 126 (122, 130) | 119 (103, 133) | 119 (109, 130) | 120 (108, 130) | ||
| $When CD4 at T1 was missing we used a last observation carried forward approach by imputing the most recent value prior to T1; T1= time of first vaccination | ||||||
| &In those with >=1 comorbidities | ||||||
|
*Chi-square or Kruskal-Wallis test as appropriate Abbreviations: LCD4, low CD4 count; ICD4, intermediate CD4 count, HCD4, high CD4 count; AIDS, Acquired Immunodeficiency syndrome; ART, antiretroviral therapy; BMI, Body Mass Index; CKD, Chronic Kidney Disease; COPD, Chronic Obstructive Pulmonary Disease; MI, Miocardial Infarction | ||||||
![]() |
![]() |
![]() |
![]() |
![]() |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).




