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Pyroptosis associated with immune reconstruction failure in HIV-1- infected patients receiving antiretroviral therapy: a cross-sectional study

BMC Infectious Diseases volume 22, Article number: 867 (2022) Cite this article

Abstract

Background

Highly active anti-retroviral therapy (HAART) can successfully suppress human immunodeficiency virus (HIV) viral replication and reconstruct immune function reconstruction in HIV-1-infected patients. However, about 15–30% of HIV-1-infected patients still fail to recover their CD4+ T cell counts after HAART treatment, which means immune reconstruction failure. Pyroptosis plays an important role in the death of CD4+ T cells in HIV-1- infected patients. The study aims to explore the association between the expression of pyroptosis in peripheral blood and immune function reconstruction in HIV-1- infected patients.

Methods

One hundred thirty-five HIV-1-infected patients including immunological non-responders (INR) group, immunological responders (IR) group and normal immune function control (NC) group were analyzed. The expression of GSDMD and Caspase-1 in peripheral blood of HIV-1-infected patients were measured by qPCR. The concentrations of GSDMD, Caspase-1, IL-1β and IL-18 in the peripheral serum were quantified by ELISA. The associations between the expression of pyroptosis in peripheral blood and immune function reconstruction were analyzed using multivariate logistic models.

Results

The relative expression of GSDMD mRNA and caspase-1 mRNA in peripheral blood, as well as the expression of IL-18 cytokine in the INR, were significantly higher than those in the IR and NC (P < 0.05). There was no significant difference in the expression of IL-1β cytokine (P > 0.05). Multivariate logistic analysis showed that the patients with baseline CD4+ T cell counts less than 100 cells/μL (aOR 7.051, 95% CI 1.115–44.592, P = 0.038), high level of expression of Caspase-1mRNA (aOR 2.803, 95% CI 1.065–7.377, P = 0.037) and IL-18 cytokine (aOR 10.131, 95% CI 1.616–63.505, P = 0.013) had significant poor CD4+ T cell recovery.

Conclusions

The baseline CD4+ T cell counts less than 100 cells/μL, high relative expression of Caspase-1 mRNA, and high expression of IL-18 cytokine are associated factors that affect the reconstruction of immune function.

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Introduction

Highly active anti-retroviral therapy (HAART) can reduce viral load and recover the number of CD4+ T cells, which promote immune reconstitution, prevent opportunistic infection, and improve the quality of life in HIV-1-infected patients. However, about 15–30% of HIV-1-infected patients, even after achieving viral suppression to undetectable levels, still fail to recover their CD4+ T cells after long-term regular HAART. This phenomenon is called immune reconstitution failure, and the patients are defined as immunological non-responders (INR) [1, 2]. Although Continuous immune activation and chronic inflammation in patients are suggested to play important roles in immune reconstitution after HAART treatment [3, 4], the mechanism for immune reconstitution failure after HAART treatment is still unclear.

Pyroptosis is an inflammatory programmed cell death, which is an important method of innate immunity against infection of HIV [5]. Due to abortive infection, caspase-1 is activated by CD4+ T cells through interferon-inducible protein 16 (IFI16). The activated caspase-1 cleaves the GSDMD protein and results in the pyroptosis of CD4+ T cells [6]. In addition, caspase-1 can also mediate the maturation and secretion of the pro-inflammatory cytokines IL-1β and IL-18, resulting in local chronic inflammation, and recruiting more immune cells to the sites of infection thus promoting more cell death [7, 8].

Some studies had found that even without HIV replication, the remaining over 95% of quiescent CD4+ T cell deaths were mainly caused by caspase-1-mediated pyroptosis [9, 10]. Meanwhile, Caspase-1 inhibitors could significantly prevent CD4+ T cells from further death [11]. Therefore, pyroptosis may result in increased death of CD4+ T cells, even without being infected by HIV, thereby affecting the reconstruction of immune function in HIV-1-infected patients.

To explore the clinical relevance between caspase-1- mediated cell pyroptosis and the immune reconstitution of HIV-1-infected patients, we evaluated the expression of caspase-1, GSDMD, IL-1β and IL-18 in peripheral blood of HIV-1-infected patients, and combined the clinical characteristics to find the associated factors that affect reconstitution of immune function.

Materials and methods

Study population

The study was enrolled at Wuming Hospital of Guangxi Medical University and Mashan People's Hospital. The study consists of 135 adult patients followed between 2007 and 2019. All participants agreed to participate in this study, and the ethics committee approved.

Inclusion criteria were as followed: ≥ 18 years old; received continuous treatment for at least 48 weeks after starting HAART; achieved and maintained virological suppression with virus load (VL) < 50 copies/mL or under the lower detectable limit. Exclusion criteria were as followed: VL ≥ 50 copies/mL or the VL detection had been interrupted during the treatment; drug resistance during HAART treatment.

Immunological non-responders group (INR) were defined as the last CD4+ T counts increased to less than 200 cells/μL after 48 weeks of treatment. The immunological responders group (IR) were defined as the last CD4+ T cell counts increased to more than 200 cells/μL after 48 weeks of treatment. In addition, HIV-1-infected patients with normal immune function were selected as the control group (NC), defined as CD4+ T cell counts remaining above 500 cells/μL during 48 weeks of treatment.

Blood collection and separation

The whole blood was collected by venipuncture in Vacutainer tubes with or without containing EDTA, respectively. After 2 h later at room temperature, the whole blood without EDTA was centrifuged for 15 min at 1000 × g to separate the serum. The serum was aliquoted and stored at − 80 °C to avoid repeated freeze–thaw cycles.

RNA extraction

The whole blood containing EDTA was added to Total RNA Extraction Reagent (9108, Takara, Japan) to extract RNA following the manufacturer’s recommended protocol. RNA quantification and purity were assessed using the NanoDrop 2000 spectrophotometer (ThermoFisher, US).

Real-time quantification polymerase chain reaction (RT-qPCR amplification)

RNA was reversed transcripted to cDNA by PrimeScript™ RT reagent Kit with gDNA Eraser (RR047A, Takara, Japan). The cDNA was amplified by using GreenTB ® Premix Ex Taq™ II kit (RR820A, Takara, Japan). GAPDH was used as housekeeping genes to detect the relative expression of GSDMD and Caspase-1. Primer sequences were showed in Table 1.

Table 1 The primers sequences of target genes and reference gene
Full size table

Enzyme-linked immunosorbent assay (ELISA)

The expression of Caspase-1 and GSDMD in peripheral blood serum were quantified by Human Interleukin Caspase-1 ELISA Kit (CSB-E13025h CUSABIO, China) and Human Interleukin GSDMD ELISA Kit (BS-E6359H1, BOSHEN, China), respectively. The expression of IL-1β and IL-18 in peripheral blood serum were quantified by Human Interleukin 1β ELISA Kit (CSB-E08053H, CUSABIO, China) and Human Interleukin 18 ELISA Kit (CSB-E07450H, CUSABIO, China), respectively. The experimental operation was carried out strictly following the manufacturer’s instructions.

Statistical processing

The continuous variables, except the age, were presented as means ± standard deviation (means ± SD). Levene method was used for the homogeneity of variance test. If P-value > 0.05, one-way ANOVA was performed for statistics, and then LSD method was used for pin-pair test. If P-value < 0.05, the variance was considered uneven, and then Welch method was used. Univariate analysis and then multivariate logistic regression models were applied to analyze the high-risk factors that affect the immune reconstitution between INR and IR. The two-sided P values < 0.05 were considered statistically significant. All analyses were performed using SPSS 22.0.0.1. Graphpad Prism 8.0.2. was used for mapping.

Results

Baseline characteristics of HIV-1-infected patients

A total of 135 participants who had been treated with ART for 48 weeks were recruited into the study. At 48 weeks after initiating ART, all participants had a suppressed viral load. The median age was 51 (30–79) years, including 86 males and 49 females. Among them, 57 patients with the last CD4+ T cell counts of 145.11 ± 36.43 cells/μL were classified as INR, whereas 56 patients with the last CD4+ T cell counts of 404.64 ± 122.41 cells/μL, were included in the IR group. Otherwise, 22 patients with the last CD4+ T cell counts of 727.91 ± 188.07 cells/μL were collected as the NC group. The demographic and clinical characterization data were shown in Table 2.

Table 2 Demographic and clinical characteristics of HIV-infected patients
Full size table

The expression of pyroptosis is increased in peripheral blood of patients with immunological non-response

GSDMD is an executor of pyroptosis [12,13,14]. CD4+ T cell death infected by HIV-1 is mainly caused by caspase-1-mediated pyroptosis [15]. We evaluated the differential expression of caspase-1-mediated pyroptosis in three groups. Compared with the IR and the NC, the INR showed higher expression of Caspase-1 mRNA (Fig. 1A) and GSDMD mRNA (Fig. 1C) in peripheral blood. No significant differences were observed in the relative expression of the GSDMD mRNA and Caspase-1 mRNA between the IR and the NC. In peripheral serum, the INR showed higher cytokine expression of Caspase-1 (Fig. 1B). However, we did not observe differences of GSDMD in the three groups (Fig. 1D).

Fig. 1
figure 1

The expression of pyroptosis in peripheral blood of HIV-1-infected patients. A, C The mRNA expression of Caspase-1 and GSDMD in NC, IR and INR. B, D, E, F The cytokine concentrations of Caspase-1, GSDMD, IL-1β and IL-18 in group NC, IR and INR. *P < 0.05; **P < 0.01; ****P < 0.001; ns no significant differences

Full size image

Higher levels of IL-18 in plasma in the INR

We further investigated the expression of IL-18 and IL-1β in peripheral serum. Results indicated that the expression of IL-18 in the INR group increased significantly (Fig. 1C), which was statistically different compared to the IR and the NC. However, we did not observe differences in the IL-1β between the INR and the IR (Fig. 1D). The difference approached but did not reach statistical significance.

Pyroptosis is independently associated with CD4+ T cell recover

In order to further determine the association between the expression of cell pyroptosis productions and the recovery of CD4+ T cells in blood, logistic regression analysis was performed. Firstly, results of univariate regression analysis indicated a significant association between the last CD4+ T cell counts and the gender (OR 3.024, 95% CI 1.323–6.911, P = 0.009), age (OR 4.505, 95% CI 1.646–12.324, P = 0.003), baseline CD4+ T cell counts < 100 cells/mm3 (OR 3.636, 95% CI 1.666–7.939, P = 0.001), the expression of GSDMD mRNA (OR 1.636, 95% CI 1.016–2.633, P = 0.043), Caspase-1 mRNA (OR 1.660, 95% CI 1.158–2.379, P = 0.006), Caspase-1 cytokine (OR 2.716, 95% CI 1.019–7.235, P = 0.046) and IL-18 cytokines (OR 3.883, 95% CI 1.692–8.907, P = 0.001) in the INR.

After adjusting for confounders from the univariate analysis, multivariate Logistic regression indicated that the last CD4+ T cell counts were independently associated with the baseline CD4+ T cell counts less than 100 cells/μL (aOR 7.051, 95% CI 1.115–44.592, P = 0.038), the relative expression of Caspase-1mRNA (aOR 2.803, 95% CI 1.065–7.377, P = 0.037) and high IL-18 cytokine expression (aOR 10.131, 95% CI 1.616–63.505, P = 0.013) in the INR. These factors will increase the risk of immune reconstitution failure, and were the independent factors associated with immune reconstruction in HIV-1-infected patients (Table 3).

Table 3 Factors associated with CD4+ T cells recovery in HIV-1-infected patients
Full size table

Discussion

Due to the lower number of CD4+ T cells, INR were at greater risk of poor long-term prognoses such as disease progression, opportunistic infections and AIDS-related mortality despite viral suppression after years of continuous HAART [16]. However, the mechanisms of immune reconstitution failure after HAART remained unclear, and there is also no effective treatment. Therefore, looking for the marker associated with poor immune reconstitution is important to improve the prognosis for HIV-1-infected patients.

Pyroptosis was the body’s immune response against important pathogen infection [8, 17,18,19]. Previous study had shown [15] that 95% of CD4+ T cell death is caused by caspase-1 mediated pyroptosis, while only 5% of quiescent CD4+ T cells died due to the replication of HIV-1. Bandera [20] found that the expression of NLRP3 inflammasome and Caspase-1 was increased in PBMC cells stimulated in vitro from the patients with immune reconstitution failure, compared with patients with full immune reconstitution. Pyroptosis was overactivated in patients with immune reconstitution failure. Our study found that expression of Caspase-1 and downstream target genes GSDMD were significantly increased in peripheral blood of INR. Interestingly, there was no significant difference between IR and NC. Our finding showed that Caspase-1 mediated pyroptosis was associated with the failure of immune function reconstruction in HIV-1-infected patients. However, we did not observe significant differences in the expression of the GSDMD in the peripheral serum. Caspase-1 specifically cleaved the linker between the amino-terminal gasdermin-N and carboxy-terminal gasdermin-C domains in GSDMD, resulting in the gasdermin-N domain triggering pyroptosis [14]. Lorenzo Sborgi [21] found that GSDMD processing correlated with caspase-1 activation and was detectable in the cell supernatant in vitro. However, we found it was highly challenging to reliably quantify the cleaved GSDMD in the blood sample, since upon GSDMD cleavage cells lyse and was degraded rapidly. Song [22] found that the expression of Caspase-1 increased rapidly and then decreased within a short period of time in the high CD4+ T cell counts group during the early stage of HIV-1 infection. On the contrary, the expression of Caspase-1 increased significantly in the low-level CD4+ T cell counts group after one year of HIV-1 infection. This finding indicated that pyroptosis, as an innate immune response, promotes virus clearance to facilitate immune function reconstruction in the early stage of HIV infection, whereas overactivation pyroptosis triggered the increasing of CD4+ T cell death at a later stage of infection, resulting in immune reconstruction failure. Furthermore, from the multivariate analysis, we also found that the expression of Caspase-1 was significantly associated with immune reconstitution, which could be used as a convenient immune-associated factor in clinical practice.

Pyroptosis was mainly manifested as the continuous expansion of the cell membrane until it ruptures, and then the release of a large amount of intracellular material triggers a strong inflammatory response [23]. Caspase-1 cleaved the precursors of IL-18 and IL-1β into active IL-18 and IL-1β, which were released into the extracellular after activation. Activated IL-18 and IL-1β can recruit and activate other immune cells, and induce the synthesis of IL-6, chemokines, and adhesion molecules, thereby amplifying the local and systemic inflammatory response during the process of pyroptosis. Some experiments in vitro have proved [24, 25] that HIV could induce microglia to express NLRP3 inflammasomes and increase the expression levels of Caspase-1 and IL-1β, resulting in the inflammation of the central nervous system. Feria [26] found that the expression levels of Caspase-1, IL-1β and IL-18 were significantly up-regulated and associated with CD4+ T cell counts in peripheral blood mononuclear cells (PBMC) from patients with HIV disease progression. Andrade [27] found that Both IL-18 rs187238 G allele and GG genotype were closely related to the recovery of immune reconstitution function. Our finding was consistent with these studies that IL-18 was significantly up-regulated and resulted in chronic inflammation, involved in the occurrence and development of immune reconstitution failure. However, we did not find a statistically significant difference in the expression of IL-1β between the two groups of patients. This may be related to the small sample size in this study, and needs to be further studied.

Previous studies showed that older age [28, 29], male [30,31,32], and lower baseline CD4+ T cell counts [33,34,35,36] were risk factors for CD4+ T cell counts recovery after HAART initiation, but our study showed that low baseline CD4+ T cell counts was the main risk factor affecting immune reconstitution, after adjusting for confounders from the univariate model. A retrospective study in Australia [33] showed that HIV-1-infected patients who had sustained virological suppression for more than 5 years after receiving HAART treatment, had lower baseline CD4+ T cells percentage and longer time to reach a plateau CD4+ T cell counts, as well as related to a lower plateau CD4+ T cell counts. Another Johns Hopkins cohort study found that [35] patients with a lower baseline CD4+ T cell counts achieved a lower plateau CD4+ T cell counts, and only patients with baseline CD4+ T cell counts > 350 cells/μL could return to a normal CD4+ T cell counts. This suggests that the baseline CD4+ T cell counts correlates with the effect of immune function reconstruction and can be used as an associated factor of INR.

This study also had certain limitations. Firstly, we only collected cross-section data at a short duration of follow-up, so it could not evaluate the dynamic evolution between CD4+ T cell counts recovery and the expression in pyroptosis of peripheral blood under the long-term HAART. Secondly, our result did not explain the specific mechanism of pyroptosis in patients with poor immune reconstitution, which need further investigation. Nevertheless, our finding provides a novel insight intothe new immune-associated factors in INR.

Conclusion

Our findings showed that. Caspase-1 and IL-18 can be used as important predictors for immune function recovery, as well as baseline CD4+ T cell counts less than 100 cells/μL.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

HIV:

Human immunodeficiency virus

HAART:

Highly active anti-retroviral therapy

INR:

Immunological non-responders

IR:

Immunological responders

GSDMD:

Gasdermin D

IFI16:

Interferon-inducible protein 16

BMI:

Body mass index

OR:

Odds ratio

CI:

Confdence interval

References

  1. Fernando A, Ivano M. Failure to reconstitute CD4+T-cells despite suppression of HIV replication under HAART. AIDS Rev. 2006;8(2):88–97.

    Google Scholar 

  2. Schechter M, Tuboi SH. Discordant immunological and virological responses to antiretroviral therapy. J Antimicrob Chemother. 2006;58(3):506–10. https://doi.org/10.1093/jac/dkl263.

    Article  PubMed  CAS  Google Scholar 

  3. Hunt PW, Martin JN, Sinclair E, et al. T cell activation is associated with lower CD4+ T cell gains in human immunodeficiency virus-infected patients with sustained viral suppression during antiretroviral therapy. J Infect Dis. 2003;187(10):1534–43. https://doi.org/10.1086/374786.

    Article  PubMed  CAS  Google Scholar 

  4. Wilson EM, Singh A, Hullsiek KH, et al. Monocyte-activation phenotypes are associated with biomarkers of inflammation and coagulation in chronic HIV infection. J Infect Dis. 2014;210(9):1396–406. https://doi.org/10.1093/infdis/jiu275.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  5. Luo X, Herzig E, Doitsh G, et al. HIV-2 depletes CD4 T cells through pyroptosis despite Vpx-dependent degradation of SAMHD1. J Virol. 2019. https://doi.org/10.1128/JVI.00666-19.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Monroe KM, Yang Z, Johnson JR, et al. IFI16 DNA sensor is required for death of lymphoid CD4 T cells abortively infected with HIV. Science. 2014;343(6169):428–32. https://doi.org/10.1126/science.1243640.

    Article  PubMed  CAS  Google Scholar 

  7. Man SM, Karki R, Kanneganti TD. Molecular mechanisms and functions of pyroptosis, inflammatory caspases and inflammasomes in infectious diseases. Immunol Rev. 2017;277(1):61–75. https://doi.org/10.1111/imr.12534.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  8. Jorgensen I, Miao EA. Pyroptotic cell death defends against intracellular pathogens. Immunol Rev. 2015;265(1):130–42. https://doi.org/10.1111/imr.12287.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  9. Doitsh G, Greene WC. Dissecting how CD4 T cells are lost during HIV infection. Cell Host Microbe. 2016;19(3):280–91. https://doi.org/10.1016/j.chom.2016.02.012.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  10. Doitsh G, Galloway NL, Geng X, et al. Cell death by pyroptosis drives CD4 T-cell depletion in HIV-1 infection. Nature. 2014;505(7484):509–14. https://doi.org/10.1038/nature12940.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  11. Steele AK, Lee EJ, Manuzak JA, et al. Microbial exposure alters HIV-1-induced mucosal CD4+ T cell death pathways ex vivo. Retrovirology. 2014;11:14. https://doi.org/10.1186/1742-4690-11-14.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  12. He WT, Wan H, Hu L, et al. Gasdermin D is an executor of pyroptosis and required for interleukin-1beta secretion. Cell Res. 2015;25(12):1285–98. https://doi.org/10.1038/cr.2015.139.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  13. Kayagaki N, Stowe IB, Lee BL, et al. Caspase-11 cleaves gasdermin D for non-canonical inflammasome signalling. Nature. 2015;526(7575):666–71. https://doi.org/10.1038/nature15541.

    Article  PubMed  CAS  Google Scholar 

  14. Shi J, Zhao Y, Wang K, et al. Cleavage of GSDMD by inflammatory caspases determines pyroptotic cell death. Nature. 2015;526(7575):660–5. https://doi.org/10.1038/nature15514.

    Article  PubMed  CAS  Google Scholar 

  15. Doitsh G, Cavrois M, Lassen KG, et al. Abortive HIV infection mediates CD4 T cell depletion and inflammation in human lymphoid tissue. Cell. 2010;143(5):789–801. https://doi.org/10.1016/j.cell.2010.11.001.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  16. Takuva S, Maskew M, Brennan AT, et al. Poor CD4 recovery and risk of subsequent progression to AIDS or death despite viral suppression in a South African cohort. J Int AIDS Soc. 2014;17:18651. https://doi.org/10.7448/IAS.17.1.18651.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  17. He X, Yang W, Zeng Z, et al. NLRP3-dependent pyroptosis is required for HIV-1 gp120-induced neuropathology. Cell Mol Immunol. 2019;17(3):283–99. https://doi.org/10.1038/s41423-019-0260-y.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  18. Xie WH, Ding J, Xie XX, et al. Hepatitis B virus X protein promotes liver cell pyroptosis under oxidative stress through NLRP3 inflammasome activation. Inflamm Res. 2020;69(7):683–96. https://doi.org/10.1007/s00011-020-01351-z.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  19. Boucher D, Chen KW, Schroder K. Burn the house, save the day: pyroptosis in pathogen restriction. Inflammasome. 2016;2(1):1–6. https://doi.org/10.1515/infl-2015-0001.

    Article  CAS  Google Scholar 

  20. Bandera A, Masetti M, Fabbiani M, et al. The NLRP3 inflammasome is upregulated in HIV-infected antiretroviral therapy-treated individuals with defective immune recovery. Front Immunol. 2018;9:214. https://doi.org/10.3389/fimmu.2018.00214.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  21. Sborgi L, Ruhl S, Mulvihill E, et al. GSDMD membrane pore formation constitutes the mechanism of pyroptotic cell death. EMBO J. 2016;35(16):1766–78. https://doi.org/10.15252/embj.201694696.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  22. Song J, Jiao Y, Zhang T, et al. Longitudinal changes in plasma Caspase-1 and Caspase-3 during the first 2 years of HIV-1 infection in CD4Low and CD4High patient groups. PLoS ONE. 2015;10(3): e0121011. https://doi.org/10.1371/journal.pone.0121011.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  23. Bergsbaken T, Fink SL, Cookson BT. Pyroptosis: host cell death and inflammation. Nat Rev Microbiol. 2009;7(2):99–109. https://doi.org/10.1038/nrmicro2070.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  24. Chivero ET, Guo ML, Periyasamy P, et al. HIV-1 tat primes and activates microglial NLRP3 inflammasome-mediated neuroinflammation. J Neurosci. 2017;37(13):3599–609. https://doi.org/10.1523/JNEUROSCI.3045-16.2017.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  25. Walsh JG, Reinke SN, Mamik MK, et al. Rapid inflammasome activation in microglia contributes to brain disease in HIV/AIDS. Retrovirology. 2014;11:35. https://doi.org/10.1186/1742-4690-11-35.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  26. Feria MG, Taborda NA, Hernandez JC, et al. HIV replication is associated to inflammasomes activation, IL-1beta, IL-18 and caspase-1 expression in GALT and peripheral blood. PLoS ONE. 2018;13(4): e0192845. https://doi.org/10.1371/journal.pone.0192845.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  27. Andrade-Santos JL, Carvalho-Silva WHV, Coelho AVC, et al. IL18 gene polymorphism and its influence on CD4+ T-cell recovery in HIV-positive patients receiving antiretroviral therapy. Infect Genet Evol. 2019;75: 103997. https://doi.org/10.1016/j.meegid.2019.103997.

    Article  PubMed  CAS  Google Scholar 

  28. Kroeze S, Ondoa P, Kityo CM, et al. Suboptimal immune recovery during antiretroviral therapy with sustained HIV suppression in sub-Saharan Africa. AIDS. 2018;32(8):1043–51. https://doi.org/10.1097/qad.0000000000001801.

    Article  PubMed  Google Scholar 

  29. Darraj M, Shafer LA, Chan S, et al. Rapid CD4 decline prior to antiretroviral therapy predicts subsequent failure to reconstitute despite HIV viral suppression. J Infect Public Health. 2018;11(2):265–9. https://doi.org/10.1016/j.jiph.2017.08.001.

    Article  PubMed  Google Scholar 

  30. Dou Z, Xu J, Jiao JH, et al. Gender difference in 2-year mortality and immunological response to ART in an HIV-infected Chinese population, 2006–2008. PLoS ONE. 2011;6(8): e22707. https://doi.org/10.1371/journal.pone.0022707.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  31. Maskew M, Brennan AT, Westreich D, et al. Gender differences in mortality and CD4 count response among virally suppressed HIV-positive patients. J Womens Health. 2013;22(2):113–20. https://doi.org/10.1089/jwh.2012.3585.

    Article  Google Scholar 

  32. El-Badry E, Macharia G, Claiborne D, et al. Better viral control despite higher CD4(+) T cell activation during acute HIV-1 infection in Zambian women is linked to the sex hormone estradiol. J Virol. 2020. https://doi.org/10.1128/JVI.00758-20.

    Article  PubMed  PubMed Central  Google Scholar 

  33. Byakwaga H, Murray JM, Petoumenos K, et al. Evolution of CD4+ T cell count in HIV-1-infected adults receiving antiretroviral therapy with sustained long-term virological suppression. AIDS Res Hum Retroviruses. 2009;25(6):756–76. https://doi.org/10.1089/aid.2008.0149.

    Article  PubMed  CAS  Google Scholar 

  34. Smith Colette J, Sabin Caroline A, Youle Mike S, et al. Factors influencing increases in CD4 cell counts of HIV-positive persons receiving long-term highly active antiretroviral therapy. J Infect Dis. 2004;190(10):1860–8. https://doi.org/10.1086/425075.

    Article  PubMed  CAS  Google Scholar 

  35. Moore RD, Keruly JC. CD4+ cell count 6 years after commencement of highly active antiretroviral therapy in persons with sustained virologic suppression. Clin Infect Dis. 2007;44(3):441–6. https://doi.org/10.1086/510746.

    Article  PubMed  Google Scholar 

  36. Kaufmann GR, Furrer H, Ledergerber B, et al. Characteristics, determinants, and clinical relevance of CD4 T cell recovery to < 500 cells/ L in HIV type 1-infected individuals receiving potent antiretroviral therapy. Clin Infect Dis. 2005;41(3):361–72. https://doi.org/10.1086/431484.

    Article  PubMed  Google Scholar 

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Acknowledgements

Not applicable.

Funding

The work was funded by Scientific research and technology Development project of Wuming (Grant No. 20190402).

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Authors and Affiliations

  1. Department of Infectious Diseases, Beijing Ditan Hospital Capital Medical University, Beijing, 100015, China

    Xiaojie Lao & Qing Xiao

  2. Guangxi Key Laboratory of AlDS Prevention and Treatment, Nanning, 530021, China

    Xiaojie Lao, Xinyin Mei, Qiuyue Ning & Lei Ji

  3. Department of Infectious Diseases, Guangxi Medical University First Affiliated Hospital, Nanning, 530021, China

    Xiaojie Lao, Xinyin Mei & Qiuyue Ning

  4. AIDS Clinical Treatment Center, The Fourth People’s Hospital of Nanning, Nanning, 530023, China

    Jun Zou

  5. Department of Infectious Diseases, Wuming Hospital of Guangxi Medical University, Nanning, 530100, China

    Xianli Xu, Chunlan Zhang, Lei Ji, Shengwei Deng & Maowei Chen

  6. Department of Infectious Diseases, Mashan People’s Hospital, Nanning, 530600, China

    Bingyang Lu

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Contributions

Conceiving and designing the study, XL, and MC; data curation, QN, XX, and CZ; data analysis, XL, XM, and LJ; writing-original draft version, XL and QX; writing-reviewing and editing, JZ, and MC; project administration, SD and BL; All authors have read and agree to the submitted version of this manuscript.

Corresponding author

Correspondence to Maowei Chen.

Ethics declarations

Ethics approval and consent to participate

All methods were carried out in accordance with relevant guidelines and regulations. The protocol of this study was approved by the Medical Ethics Committee of Wuming Hospital of Guangxi Medical University (NO. WM-2021(11)). Informed consent was obtained from all subjects prior to the study.

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Not applicable.

Competing interests

The authors declare that they have no competing interests.

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Lao, X., Mei, X., Zou, J. et al. Pyroptosis associated with immune reconstruction failure in HIV-1- infected patients receiving antiretroviral therapy: a cross-sectional study. BMC Infect Dis 22, 867 (2022). https://doi.org/10.1186/s12879-022-07818-0

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  • DOI: https://doi.org/10.1186/s12879-022-07818-0

Keywords

BMC Infectious Diseases

ISSN: 1471-2334

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