scholarly journals Impaired IFN-γ Production by Viral Immunodominant Peptide-specific Tetramer+ CD8+ T Cells in HIV-1 Infected Patients is not Secondary to HAART

2004 ◽  
Vol 11 (3-4) ◽  
pp. 287-298 ◽  
Author(s):  
Nattawat Onlamoon ◽  
Kovit Pattanapanyasat ◽  
Aftab A. Ansari

Studies on PBMC samples from HIV-1 infected patients have shown that despite substantial number of HIV specific CTLs, these patients gradually progress to AIDS. The present study was conducted to determine whether this paradox was secondary to the influence of protease inhibitors being utilized by these patients. Thus, aliquots of PBMC samples from 10 HIV infected humans with no prior history of anti-retroviral drug therapy (ART) and 6 HIV-infected patients that had been on HAART for >1 year were analyzed for the frequency of HIV-1 Nef and Gag dominant peptide specific tetramer+ cells, respectively. The tetramer+ PBMCs were analyzed for their ability to synthesize specific peptide induced IFN-γ utilizing both the ELISPOT and the intracellular cytokine (ICC) assays. Results of the studies showed that there was an overall correlation between the frequency of Nef and Gag peptide tetramer+ cells and the frequency of IFN-γ synthesizing cells as assayed by either ICC or ELISPOT assay, markedly reduced values of IFN-γ synthesizing cells per unit tetramer+ cells were noted in both group of patients. These data suggest that the frequency of HIV-specific CD8+T cells is maintained during the chronic phase of infection, their ability to function is compromised and is not a reflection of ART. While the addition of IL-2, anti-CD40L and allogeneic cells led to partial increase in the ability of the tetramer+ cells to synthesize IFN-γ, the addition of IL-4, IL-12, anti-CD28 or a cocktail of anti-TGF-β, TNF-α and IL-10 failed to augment the IFN-γ response.

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 5011-5011
Author(s):  
Haiping He ◽  
Atsuko Takahashi ◽  
Yuki Yamamoto ◽  
Akiko Hori ◽  
Yuta Miharu ◽  
...  

Background: Mesenchymal stromal cells (MSC) are known to have the immunosuppressive ability and have been applied in clinic to treat acute graft-versus-host disease (GVHD), as one of severe complications after hematopoietic stem cells transplantation (HSCT) in Japan. However, MSC are activated to suppress the immune system only upon the stimulation of inflammatory cytokines and the clinical results of MSC therapies for acute GVHD are varied. It is ideal that MSC are primed to be activated and ready to suppress the immunity (=priming) before administration in vivo. Triptolide (TPL) is a diterpene triepoxide purified from a Chinese herb - Tripterygium Wilfordii Hook F (TWHF). It has been shown to possess anti-inflammatory and immunosuppressive properties in vitro. In this study, we aim to use TPL as the activator for umbilical cord-derived MSC (UC-MSC) to entry stronger immunosuppressive status. Methods: The proliferation of UC-MSC with TPL at the indicated concentrations for different time of 24, 48, 72, and 96 hours. Cell counting kit-8(CCK-8) was added in the culture medium to detect cell toxicity and the absorbance was measured using microplate reader. Flow cytometry was used to identify the MSC surface markers expression. TPL-primed UC-MSC were once replaced with fresh medium and co-culture with mixed lymphocyte reaction (MLR) consisted with mononuclear cells (MNCs) stained with CFSE and irradiated allogenic dendritic cell line (PMDC05) in RPMI 1640 medium supplemented with 10 % FBS (complete medium). IDO-1, SOD1, and TGF-β gene expression in TPL-primed UC-MSC and UC-MSC induced by 10 ng/ml IFN-γ and/or 15 ng/ml TNF-α were evaluated by RT-PCR. PDL1 and PDL2 expression in TPL-primed UC-MSC and UC-MSC in response to IFN-γ and/or TNF-α were checked by Flowjo. Results: Exposure of TPL for UC-MSC for 72hour at the concentration above 0.1 μM resulted in the cell damage significantly. Therefore, we added TPL in UC-MSC at 0.01μM of TPL for up to 48 hours, then washed thourouphly for the following culture for experiments. To evaluate the influence of TPL on the surface markers of UC-MSC, we cultured UC-MSC for 4 hours in complete medium following culture with 0.01μM of TPL for 20 hours (TPL-primed UC-MSC). TPL-primed UC-MSC revealed positive for CD105, CD73, and CD90, negative for CD45, CD34, CD14 or CD11b, CD79α or CD19 and HLA-DR surface molecules as same as the non-primed UC-MSC. In MLR suppression by UC-MSC, the TPL-primed UC-MSC activity revealed stronger anti-proliferative effect on the CD4+ and CD8+ T cells activated by allogeneic DC than those of non-primed UC-MSC in MLR. Furthermore, the TPL-primed UC-MSC promoted the expression of IDO-1, SOD1 and TGF-β in response to IFN-γ+/-TNF-α by RT-PCR and enhanced the expression of PD-L1 by FACS analysis. Discussion:In this study, we found the TPL-primed UC-MSC showed stronger antiproliferative potency on CD4+ and CD8+ T cells compared with non-primed UC-MSC. TPL-primed UC-MSC promoted the expression of IDO-1, SOD1 and TGF-β stimulated by IFN-γ+/-TNF-α, although TPL alone did not induce these factors. Furthermore, we found that the PD1 ligand (PD-L1) was induced in TPL-primed UC-MSC, likely IFN-γ enhanced the PD-L1 expression, evaluated by flowcytometry. These results suggested that TPL-primed UC-MSC seemed more sensitive to be activated as the immunosuppressant. Here, we firstly report the new function of TPL to induce the upregulation of immunosuppressive effect, although the mechanisms of TPL inhibition to MSC need to be explore. Conclusively, TPL-primed UC-MSC might be applied for the immunosuppressive inducer of MSC. Figure Disclosures He: SASAGAWA Medical Scholarship: Research Funding; IMSUT Joint Research Project: Research Funding. Nagamura:AMED: Research Funding. Tojo:AMED: Research Funding; Torii Pharmaceutical: Research Funding. Nagamura-Inoue:AMED: Research Funding.


2010 ◽  
Vol 7 (1) ◽  
pp. 20 ◽  
Author(s):  
Claudia J Dembek ◽  
Sarah Kutscher ◽  
Silvia Heltai ◽  
Simone Allgayer ◽  
Priscilla Biswas ◽  
...  
Keyword(s):  
T Cells ◽  
Ifn Γ ◽  

2002 ◽  
Vol 195 (4) ◽  
pp. 473-483 ◽  
Author(s):  
Robbie B. Mailliard ◽  
Shinichi Egawa ◽  
Quan Cai ◽  
Anna Kalinska ◽  
Svetlana N. Bykovskaya ◽  
...  

Dendritic cells (DCs) activated by CD40L-expressing CD4+ T cells act as mediators of “T helper (Th)” signals for CD8+ T lymphocytes, inducing their cytotoxic function and supporting their long-term activity. Here, we show that the optimal activation of DCs, their ability to produce high levels of bioactive interleukin (IL)-12p70 and to induce Th1-type CD4+ T cells, is supported by the complementary DC-activating signals from both CD4+ and CD8+ T cells. Cord blood– or peripheral blood–isolated naive CD8+ T cells do not express CD40L, but, in contrast to naive CD4+ T cells, they are efficient producers of IFN-γ at the earliest stages of the interaction with DCs. Naive CD8+ T cells cooperate with CD40L-expressing naive CD4+ T cells in the induction of IL-12p70 in DCs, promoting the development of primary Th1-type CD4+ T cell responses. Moreover, the recognition of major histocompatibility complex class I–presented epitopes by antigen-specific CD8+ T cells results in the TNF-α– and IFN-γ–dependent increase in the activation level of DCs and in the induction of type-1 polarized mature DCs capable of producing high levels of IL-12p70 upon a subsequent CD40 ligation. The ability of class I–restricted CD8+ T cells to coactivate and polarize DCs may support the induction of Th1-type responses against class I–presented epitopes of intracellular pathogens and contact allergens, and may have therapeutical implications in cancer and chronic infections.


2007 ◽  
Vol 81 (6) ◽  
pp. 2940-2949 ◽  
Author(s):  
Adam J. Gehring ◽  
Dianxing Sun ◽  
Patrick T. F. Kennedy ◽  
Esther Nolte-'t Hoen ◽  
Seng Gee Lim ◽  
...  

ABSTRACT CD8 T cells exert their antiviral function through cytokines and lysis of infected cells. Because hepatocytes are susceptible to noncytolytic mechanisms of viral clearance, CD8 T-cell antiviral efficiency against hepatotropic viruses has been linked to their capacity to produce gamma interferon (IFN-γ) and tumor necrosis factor alpha (TNF-α). On the other hand, intrahepatic cytokine production triggers the recruitment of mononuclear cells, which sustain acute and chronic liver damage. Using virus-specific CD8 T cells and human hepatocytes, we analyzed the modulation of virus-specific CD8 T-cell function after recognition peptide-pulsed or virally infected hepatocytes. We observed that hepatocyte antigen presentation was generally inefficient, and the quantity of viral antigen strongly influenced CD8 T-cell antiviral function. High levels of hepatitis B virus production induced robust IFN-γ and TNF-α production in virus-specific CD8 T cells, while limiting amounts of viral antigen, both in hepatocyte-like cells and naturally infected human hepatocytes, preferentially stimulated CD8 T-cell degranulation. Our data document a mechanism where virus-specific CD8 T-cell function is influenced by the quantity of virus produced within hepatocytes.


2007 ◽  
Vol 81 (11) ◽  
pp. 5460-5471 ◽  
Author(s):  
J. William Critchfield ◽  
Donna Lemongello ◽  
Digna H. Walker ◽  
Juan C. Garcia ◽  
David M. Asmuth ◽  
...  

ABSTRACT The intestinal tract is a lymphocyte-rich site that undergoes severe depletion of memory CD4+ T cells within days of simian immunodeficiency virus or human immunodeficiency virus type 1 (HIV-1) infection. An ensuing influx of virus-specific CD8+ T cells, which persist throughout the chronic phase of infection, has also been documented in the gastrointestinal tract. However, little is known of the functionality of these effector cells or their relationship to the disease course. In this study, we measured CD8+ T-cell responses to HIV-1 peptides in paired rectal and blood samples from chronically infected patients. In both blood and rectum, there was an immunodominant CD8+ T-cell response to HIV Gag compared to Pol and Env (P < 0.01). In contrast, cytomegalovirus pp65 peptides elicited gamma interferon (IFN-γ) secretion strongly in peripheral blood mononuclear cells (PBMC) but weakly in rectal CD8+ T cells (P = 0.015). Upon stimulation with HIV peptides, CD8+ T cells from both sites were capable of mounting complex responses including degranulation (CD107 expression) and IFN-γ and tumor necrosis factor alpha (TNF-α) production. In rectal tissue, CD107 release was frequently coupled with production of IFN-γ or TNF-α. In patients not on antiretroviral therapy, the magnitude of Gag-specific responses, as a percentage of CD8+ T cells, was greater in the rectal mucosa than in PBMC (P = 0.054); however, the breakdown of responding cells into specific functional categories was similar in both sites. These findings demonstrate that rectal CD8+ T cells are capable of robust and varied HIV-1-specific responses and therefore likely play an active role in eliminating infected cells during chronic infection.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 3024-3024
Author(s):  
Mohammad S. Hossain ◽  
John D. Robak ◽  
Edmund K. Waller

Abstract A major problem in allogeneic BMT is post transplant immunodeficiency leading to opportunistic infection and relapse. Previously we showed that amotosalen-treated allogeneic donor T cells given at the time of BMT and experimental murine cytomegalovirus (MCMV) infection could prevent lethal MCMV disease without producing GvHD. In this study we have focused on a more clinically applicable model where prophylactic amotosalen-treated allogeneic donor splenocytes are given at the time of BMT, followed by MCMV infection 100 days later. We observed that amotosalen-treated donor T-cells significantly expanded and responded well in presence of viral infection without inducing any GvHD, protected recipients against viral disease, and were associated with significantly improved hematopoietic engraftment and immune reconstitution. Methods: Using a parent to F1 mouse BMT model, splenocytes (3x106 untreated or 10x106 amotosalen-treated) from MCMV immunized C57BL/6 donors were transplanted along with 5x106 T-cell depleted bone marrow (TCD BM) from naïve congeneic mice into lethally irradiated (11Gy) CB6F1 recipients (C57BL/6 x Balb/C). Recipient mice were infected i.p. with a sublethal dose (5x104 pfu per mouse) of MCMV 100 days or more after transplant. Clinical chronic GvHD was monitored by weight loss, hair loss, ruffled fur, diarrhea, and decreased activity. Flow cytometry was used to quantitate T cell chimerism (in recipient PBMC, spleen, liver and thymus) and MCMV-peptide specific CD8+ T-cells (tetramer+ and IFN-γ producing). Serum IFN-γ and TNF-α were determined by ELISA. Liver and spleen viral loads were determined by counting PFU in tissue homogenates plated onto 3T3 confluent monolayers. Results: Recipients of untreated control donor splenocytes suffered from chronic GvHD within 100 days of transplant, while those that received amotosalen-treated splenocytes experienced no GvHD. In response to MCMV infection at 100 days post transplant, residual amotosalen-treated donor T-cells rapidly expanded over 25-fold within 10 days, but did not cause lethality or detectable GvHD. Expanded amotosalen-treated T-cells showed activated anti-viral responses and developed a memory phenotype at late phases of viral infection. PBMC, spleen and liver showed elevated levels of MCMV specific tetramer+, IFN-γ+, and TNF-α+ CD8+ T-cells that were associated with accelerated viral clearance within day 3 after viral infection. While expansion and generation of amotosalen-treated donor T-cells mostly occurred in the liver, the generation of donor bone marrow-derived new T-cells occurred through both the thymus and the liver. In contrast, recipients of untreated donor splenocytes had reduced thymic function, resulting in severely impaired immune reconstitution and decreased anti-viral immunity. Conclusion: Prophylactically administered amotosalen-treated allogeneic donor T cells 1) were almost completely devoid of GvHD activity, 2) promoted hematopoietic engraftment and improved immune reconstitution, and 3) persisted long-term (&gt;100 days) and successfully protected recipients from sublethal MCMV infection. Thus, infusion of amotosalen-treated donor T-cells at the time of transplantation is a clinically-attractive approach to adoptive anti-viral immunotherapy without chronic GvHD following hematopoietic progenitor cell transplantation.


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 2936-2936
Author(s):  
Don J. Diamond ◽  
Simon F. Lacey ◽  
Corinna La Rosa ◽  
Wendy Zhou ◽  
Ghislaine Gallez-Hawkins ◽  
...  

Abstract Reconstitution of adaptive T-cell responses to human cytomegalovirus (CMV) is critical to protection from CMV disease following hematopoietic stem cell (HSCT) or solid organ transplantation (SOT). However, there is an incomplete understanding of which CMV antigens and epitopes are most crucial to providing protective responses. The functional status of cytotoxic T-lymphocyte (CTL) populations recognizing cytomegalovirus IE-1 and pp65 polypeptides was investigated in PBMC from either HSCT or SOT recipients. Our previous finding of differing levels of degranulation between CMV IE1 and pp65/pp50 specific T-cells was complicated by the possibility that differences were epitope and/or HLA-specific. We generalized the approach using a combined flow-based CD107a/b degranulation/mobilization and intracellular cytokine (ICC) assays using peptide libraries as antigens. These assays indicated that a significantly higher proportion of pp65-specific CTLs were in a more mature functional state compared to IE-1-specific CTLs. Degranulation/multicytokine ICC assays also indicated that a significantly higher proportion of the pp65-specific versus IE-1-specific CTLs secreted both IFN-γ and TNF-α, in addition to possessing greater cytotoxic potential. These results support our earlier findings of functional differences between CTLs recognizing individual epitopes within the IE-1 and pp65 antigens in HSCT recipients, and extend them to a broader array of HLA-restricted responses to those antigens. A report that a subset of HIV-1 specific CTLs capable of producing both IFN-γ and TNF-α was associated with improved cytotoxic activity prompted us to investigate whether degranulation, a functional correlate of cytotoxicity, was positively associated with dual cytokine production and predicted differences between IE1 and pp65-specific CD8+ T-cells. A higher proportion of pp65-specific compared to IE1-specific T-cells were present in the trifunctional IFN-γ+,TNF-α+, CD107+ population (p=0.008) in HSCT recipients. We have extended these findings to investigate the role of donor CMV status in terms of functional maturity of CMV-specific T cell response in transplant recipients. T cell maturation/function may act as a mechanistic correlate to the survival advantage of recipients receiving a stem-cell graft from CMV sero-positive donors. These principles have also been applied to investigations of a high risk population of sero-negative recipients of a sero-positive liver allograft. Data from this study will also be reviewed in the context of the model of trifunctional T cells being indicative of enhanced protective capacity against CMV disease and associated with survival.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 4522-4522 ◽  
Author(s):  
Ashish Juvekar ◽  
Bruce Ruggeri ◽  
Sindy Condon ◽  
Andrew Borkowski ◽  
Reid Huber ◽  
...  

Abstract Introduction: Graft-versus-host disease (GvHD) is a severe complication arising in patients undergoing allogeneic hematopoietic stem cell transplantation (allo-HSCT). Potent and selective modulation of JAK1/STAT-mediated signaling is an attractive therapeutic strategy for the management of acute GvHD and is currently being evaluated in clinical trials (GRAVITAS-301: NCT03139604; GRAVITAS-119: NCT03320642). Methods: Acute GvHD was induced in BALB/c mice using the established MHC-mismatched mouse model. BALB/c (H-2Kd) recipients were given an intravenous injection of a combination of splenocytes and T cell depleted bone marrow cells from allogeneic cell transfer from donor C57BL/6 (H-2Kb) mice. Animals were dosed orally with vehicle or the selective JAK1 inhibitor, itacitinib (60 mg/kg or 120 mg/kg twice daily). Engraftment was analyzed for the proportion of donor and host leukocytes (CD45+, H-2Kb, and H-2Kd). GvHD clinical scores were assessed by standard methods and inflammatory cytokine profiles in blood and colon quantified by multiplex analysis. Colon samples were sectioned and stained with the following immunohistochemical (IHC) markers: CD4, CD8, phosphoSTAT3 and CD3+phosphoSTAT3 (dual staining) for pharmacodynamic assessment of JAK/STAT pathway activity in colon and infiltrating T-cells. Effects of itacitinib on preservation of Graft-versus-Leukemia (GVL) were evaluated by injecting BALB/c mice with A20 lymphoma cells that are of H-2Kd phenotype along with combination of splenocytes and T cell depleted bone marrow from C57BL/6 (H-2Kb) mice. Results: Itacitinib administration was highly effective in both prophylactic (from day −3) and therapeutic (from day 14) dosing regimens in ameliorating body weight loss and improving GvHD scores. Itacitinib did not significantly impact donor engraftment as determined by CD45+/H-2Kb quantification by flow cytometry. Similar efficacy was observed with 60 mg/kg versus 120 mg/kg twice daily dosing regimens. Oral itacitinib administration achieved JAK1 IC50 coverage for 4 h and 12 h at 60 mg/kg twice daily and 120 mg/kg twice daily, respectively. Associated with GvHD progression, maximal upregulation of inflammatory cytokines were observed in peripheral blood on day 17 (IFN-γ, TNF-α, IL-6, IL-13) and in colon on day 28 (IFN-γ, TNF-α, IL-1β). Itacitinib (120 mg/kg twice daily) treatment significantly reduced the inflammatory cytokine milieu at these disease stages. No differences were observed in absolute number of CD4+ T cells and CD8+ T cells in blood and spleen with itacitinib treatment, but significant reductions were detected in CD4+ T cells and CD8+ T cells in the inflamed colon tissue along with significant JAK1/STAT3 inhibition as measured by reductions in normalized pSTAT3 in T cells and colonic epithelial cells. Itacitinib treatment did not negatively impact GVL responses, as evidence by T cell mediated reduction of tumor burden. Furthermore, itacitinib treatment enhanced the survival of the recipient BALB/c mice in comparison to the vehicle treated animals. Conclusions: Itacitinib, a selective JAK1 inhibitor ameliorated GvHD severity when administered prophylactically or therapeutically and had no detrimental effects on engraftment and preservation of GVL. Furthermore, itacitinib inhibited JAK1/STAT3 activation in diseased colon tissue and infiltrating T-cells, and reduced disease burden and improved survival by modulating levels of inflammatory cytokines important in the pathophysiology of acute GvHD. Disclosures Juvekar: Incyte Corporation: Employment. Ruggeri:Incyte Corporation: Employment. Condon:Incyte Corporation: Employment. Borkowski:Biomodels LLC: Employment. Huber:Incyte Corporation: Employment. Smith:Incyte Corporation: Employment.


2021 ◽  
Vol 2021 ◽  
pp. 1-15
Author(s):  
Kunlong Xiong ◽  
Jinxia Niu ◽  
Ruijuan Zheng ◽  
Zhonghua Liu ◽  
Yanzheng Song ◽  
...  

β-Catenin is a key molecule of canonical Wnt/β-catenin pathway. Its roles and expression profiles in T cells of tuberculosis (TB) remain unclear. The aim of this study was to explore the role of β-catenin in CD4+ T cells and its expression characteristics in patients with pulmonary tuberculosis (PTB). In this study, CD4+ T cell-specific β-catenin conditional knockout mice (β-CAT-cKO mice) were aerosol infected with Mycobacteria tuberculosis (Mtb) H37RV with wild-type mice as controls. Four weeks after infection, the mRNA expression of IFN-γ, TNF-α, and TCF-7 in the lungs of mice was measured. CD4, CD8, β-catenin, IFN-γ, and TNF-α in mononuclear cells from the lungs and spleens were measured by flow cytometry, and the pathological changes of lungs were also observed. Patients with PTB were enrolled, with blood samples collected and PBMCs isolated. The expressions of β-catenin, IFN-γ, TNF-α, and PD-1 in CD4+ and CD8+ T cells were measured by flow cytometry. Results showed a decreased frequency of and reduced IFN-γ/TNF-α mRNA expression and secretion by CD4+ T cells in the lungs of infected β-CAT-cKO mice compared with infected wild-type controls, and only slightly more inflammatory changes were observed in the lungs. β-catenin expressions in CD4+ and CD8+ T cells were significantly decreased in blood cells of patients with severe PTB compared with those in mild PTB. The stimulation of peripheral blood mononuclear cells (PBMCs) with lithium chloride (LiCl), a stimulant of β-catenin, resulted in the increase in CD4+ T cell frequency, as well as their secretion of IFN-γ and TNF-α. β-Catenin demonstrated a moderately positive correlation with PD-1 in CD4+ T cells. β-Catenin along with PD-1 and IFN-γ in CD4+ T cells had a high correlation with those in CD8+ T cells. In conclusion, β-catenin may be involved in the regulation of Th1 response and CD4+ T cell frequency in TB.


2020 ◽  
Author(s):  
Hasi Chaolu ◽  
Xinri Zhang ◽  
Xin Li ◽  
Xin Li ◽  
Dongyan Li

To investigate the immune status of people who previously had COVID-19 infections, we recruited patients 2 weeks post-recovery and analyzed circulating cytokines and lymphocyte subsets. We measured levels of total lymphocytes, CD4+ T cells, CD8+ T cells, CD19+ B cells, CD56+ NK cells, and the serum concentrations of interleukin (IL)-1, IL-4, IL-6, IL-8, IL-10, transforming growth factor beta (TGF-β), tumor necrosis factor alpha (TNF-α), and interferon gamma (IFN-γ) by flow cytometry. We found that in most post-recovery patients, levels of total lymphocytes (66.67%), CD3+ T cells (54.55%), CD4+ T cells (54.55%), CD8 + T cells (81.82%), CD19+ B cells (69.70%), and CD56+ NK cells(51.52%) remained lower than normal, whereas most patients showed normal levels of IL-2 (100%), IL-4 (80.88%), IL-6 (79.41%), IL-10 (98.53%), TNF-α (89.71%), IFN-γ (100%) and IL-17 (97.06%). Compared to healthy controls, 2-week post-recovery patients had significantly lower absolute numbers of total lymphocytes, CD3+ T cells, CD4+ T cells, CD8+ T cells, CD19+ B cells, and CD56+ NK cells, along with significantly higher levels of IL-2, IL-4, IL-6, IL-10, TNF-α, IFN-γ and IL-17. Among post-recovery patients, T cells, particularly CD4+ T cells, were positively correlated with CD19+ B cell counts. Additionally, CD8+ T cells positively correlated with CD4+ T cells and IL-2 levels, and IL-6 positively correlated with TNF-α and IFN-γ. These correlations were not observed in healthy controls. By ROC curve analysis, post-recovery decreases in lymphocyte subsets and increases in cytokines were identified as independent predictors of rehabilitation efficacy. These findings indicate that the immune system has gradually recovered following COVID-19 infection; however, the sustained hyper-inflammatory response for more than 14 days suggests a need to continue medical observation following discharge from the hospital. Longitudinal studies of a larger cohort of recovered patients are needed to fully understand the consequences of the infection.


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