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1.
J Vasc Interv Radiol ; 35(5): 731-743.e36, 2024 May.
Article in English | MEDLINE | ID: mdl-38320622

ABSTRACT

PURPOSE: To correlate epigenetic patterns with ethnoracial status and locoregional therapy (LRT) response in patients with hepatocellular carcinoma (HCC). MATERIALS AND METHODS: DNA and RNA were extracted from 47 distinct formalin-fixed paraffin-embedded tumor samples from 42 patients with HCC (n = 14 Black, n = 19 White, n = 9 Hispanic). LRT response was determined using computed tomography (CT) or magnetic resonance (MR) imaging 3 months posttreatment of 35 tumors (n = 22 complete response, n = 13 retreatment candidates). RNA expression and DNA methylation were used to stratify patients by ethnoracial status and treatment response using partial least-squares discriminant analysis (PLS-DA). Results were validated using hierarchical clustering. Ingenuity pathway analysis was performed to identify upstream regulators and pathways. RESULTS: PLS-DA identified 100 genes and 12 methylated regions that differentiated tumors from Black from White/Hispanic patients. Hierarchical clustering clustered samples with the top 16 genes or the top 5 methylation regions. Dysregulated pathways included adrenomedullin pathway (P = .030), EIF2 signaling (P = .007), and several metabolic pathways. AGTR1 (log2fold = 1.59) and GSTM3 (log2fold = 2.53) represented potential differentially expressed therapeutic targets. PLS-DA identified 100 genes and 150 methylation regions that differentiated between complete responders and retreatment candidates. Hierarchical clustering clustered samples with the top 30 genes or the top 13 methylation regions. Dysregulated pathways included metabolic and DNA repair-related pathways. ASAP2 (log2fold = 0.29) and RAD50 (log2fold = 0.22) represented potential differentially expressed therapeutic targets. CONCLUSIONS: Variation in gene expression and DNA methylation patterns in patients with HCC corresponded to ethnoracial status and LRT response. These initial results suggest tumor profiling has the potential to close ethnoracial disparities and improve treatment stratification.


Subject(s)
Carcinoma, Hepatocellular , DNA Methylation , Epigenesis, Genetic , Liver Neoplasms , Adult , Aged , Female , Humans , Male , Middle Aged , Biomarkers, Tumor/genetics , Black or African American/genetics , Carcinoma, Hepatocellular/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Liver Neoplasms/genetics , Magnetic Resonance Imaging , Retrospective Studies , Tomography, X-Ray Computed , Treatment Outcome , White , Hispanic or Latino
2.
J Virol ; 88(13): 7357-66, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24741089

ABSTRACT

UNLABELLED: Effector CD4 T cell responses have been shown to be critically involved in the containment and clearance of viral pathogens. However, their involvement in the pathogenesis of HIV infection is less clear, given their additional role as preferred viral targets. We previously demonstrated that the presence of HIV-specific CD4 T cell responses is somewhat associated with HIV control and that specific CD4 T cell functions, such as direct cytolytic activity, can contribute to control of HIV viremia. However, little is known about how the induction of HIV-specific CD4 T cell responses during acute HIV infection influences disease progression and whether responses induced during the early phase of infection are preferentially depleted. We therefore longitudinally assessed, in a cohort of 55 acutely HIV-infected individuals, HIV-specific CD4 T cell responses from acute to chronic infection. Interestingly, we found that the breadth, magnitude, and protein dominance of HIV-specific CD4 T cell responses remained remarkably stable over time. Moreover, we found that the epitopes targeted at a high frequency in acute HIV infection were recognized at the same frequency by HIV-specific CD4 T cells in chronic HIV infection. Interestingly the induction of Gag-specific CD4 T cell responses in acute HIV infection was significantly inversely correlated with viral set point in chronic HIV infection (R = -0.5; P = 0.03), while the cumulative contribution of Env-specific CD4 T cell responses showed the reverse effect. Moreover, individuals with HIV-specific CD4 T cell responses dominantly targeting Gag over Env in acute HIV infection remained off antiretroviral therapy significantly longer (P = 0.03; log rank). Thus, our data suggest that the induction of HIV-specific CD4 T cell responses during acute HIV infection is beneficial overall and does not fuel disease progression. IMPORTANCE: CD4 T cells are critical for the clearance and control of viral infections. However, HIV preferentially infects HIV-specific CD4 T cells. Thus, their contribution to the control of HIV viremia is uncertain. Here, we study HIV-specific CD4 T cell responses from acute to chronic HIV infection and show that the generation of certain CD4 responses is associated with control rather than disease progression.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , HIV Infections/immunology , HIV-1/physiology , Viral Load/immunology , Viremia/immunology , Acute Disease , Amino Acid Sequence , Antiviral Agents/therapeutic use , CD4 Lymphocyte Count , CD4-Positive T-Lymphocytes/drug effects , CD4-Positive T-Lymphocytes/virology , Chronic Disease , Disease Progression , HIV Infections/drug therapy , HIV Infections/virology , HIV Seropositivity , Humans , Immunodominant Epitopes , Longitudinal Studies , Lymphocyte Activation , Molecular Sequence Data
3.
Nat Med ; 19(7): 930-3, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23793098

ABSTRACT

The contribution of HLA class II-restricted CD4(+) T cell responses to HIV immune control is poorly defined. Here, we delineated previously uncharacterized peptide-DRB1 restrictions in functional assays and analyzed the host genetic effects of HLA-DRB1 alleles on HIV viremia in a large cohort of HIV controllers and progressors. We found distinct stratifications in the effect of HLA-DRB1 alleles on HIV viremia, with HLA-DRB1*15:02 significantly associated with low viremia and HLA-DRB1*03:01 significantly associated with high viremia. Notably, a subgroup of HLA-DRB1 variants linked with low viremia showed the ability to promiscuously present a larger breadth of peptides with lower functional avidity when compared to HLA-DRB1 variants linked with high viremia. Our data provide systematic evidence that HLA-DRB1 variant expression has a considerable impact on the control of HIV replication, an effect that seems to be mediated primarily by the protein specificity of CD4(+) T cell responses to HIV Gag and Nef.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Disease Resistance/genetics , HIV Infections/immunology , HIV-1/immunology , Alleles , Cells, Cultured , Cohort Studies , Disease Resistance/immunology , Gene Frequency , Genetic Association Studies , Genetic Predisposition to Disease , HIV Infections/blood , HIV Infections/virology , HIV-1/physiology , HLA-DRB1 Chains/genetics , HLA-DRB1 Chains/immunology , HLA-DRB1 Chains/metabolism , Humans , Viral Load/genetics , Viral Load/physiology , Virus Replication/genetics , Virus Replication/immunology
4.
J Clin Invest ; 122(9): 3271-80, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22922259

ABSTRACT

HIV targets CD4 T cells, which are required for the induction of high-affinity antibody responses and the formation of long-lived B cell memory. The depletion of antigen-specific CD4 T cells during HIV infection is therefore believed to impede the development of protective B cell immunity. Although several different HIV-related B cell dysfunctions have been described, the role of CD4 T follicular helper (TFH) cells in HIV infection remains unknown. Here, we assessed HIV-specific TFH responses in the lymph nodes of treatment-naive and antiretroviral-treated HIV-infected individuals. Strikingly, both the bulk TFH and HIV-specific TFH cell populations were significantly expanded in chronic HIV infection and were highly associated with viremia. In particular, GAG-specific TFH cells were detected at significantly higher levels in the lymph nodes compared with those of GP120-specific TFH cells and showed preferential secretion of the helper cytokine IL-21. In addition, TFH cell expansion was associated with an increase of germinal center B cells and plasma cells as well as IgG1 hypersecretion. Thus, our study suggests that high levels of HIV viremia drive the expansion of TFH cells, which in turn leads to perturbations of B cell differentiation, resulting in dysregulated antibody production.


Subject(s)
Cell Proliferation , HIV Infections/immunology , HIV-1/immunology , T-Lymphocytes, Helper-Inducer/immunology , Anti-Retroviral Agents/pharmacology , Anti-Retroviral Agents/therapeutic use , B-Lymphocytes/metabolism , Case-Control Studies , Cells, Cultured , Chronic Disease , DNA-Binding Proteins/metabolism , HIV Infections/drug therapy , HIV Infections/pathology , HIV-1/physiology , Host-Pathogen Interactions , Humans , Immunoglobulin G/blood , Interleukins/metabolism , Lymph Nodes/immunology , Lymph Nodes/pathology , Proto-Oncogene Proteins c-bcl-6 , Receptors, CXCR5/metabolism , T-Lymphocytes, Helper-Inducer/metabolism , T-Lymphocytes, Helper-Inducer/physiology , T-Lymphocytes, Helper-Inducer/virology , Viremia/virology
5.
Sci Transl Med ; 4(123): 123ra25, 2012 Feb 29.
Article in English | MEDLINE | ID: mdl-22378925

ABSTRACT

Early immunological events during acute HIV infection are thought to fundamentally influence long-term disease outcome. Whereas the contribution of HIV-specific CD8 T cell responses to early viral control is well established, the role of HIV-specific CD4 T cell responses in the control of viral replication after acute infection is unknown. A growing body of evidence suggests that CD4 T cells-besides their helper function-have the capacity to directly recognize and kill virally infected cells. In a longitudinal study of a cohort of individuals acutely infected with HIV, we observed that subjects able to spontaneously control HIV replication in the absence of antiretroviral therapy showed a significant expansion of HIV-specific CD4 T cell responses-but not CD8 T cell responses-compared to subjects who progressed to a high viral set point (P = 0.038). Markedly, this expansion occurred before differences in viral load or CD4 T cell count and was characterized by robust cytolytic activity and expression of a distinct profile of perforin and granzymes at the earliest time point. Kaplan-Meier analysis revealed that the emergence of granzyme A(+) HIV-specific CD4 T cell responses at baseline was highly predictive of slower disease progression and clinical outcome (average days to CD4 T cell count <350/µl was 575 versus 306, P = 0.001). These data demonstrate that HIV-specific CD4 T cell responses can be used during the earliest phase of HIV infection as an immunological predictor of subsequent viral set point and disease outcome. Moreover, these data suggest that expansion of granzyme A(+) HIV-specific cytolytic CD4 T cell responses early during acute HIV infection contributes substantially to the control of viral replication.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/virology , HIV Infections/immunology , HIV Infections/virology , HIV-1/growth & development , Biomarkers/blood , Boston , CD4 Lymphocyte Count , CD4-Positive T-Lymphocytes/enzymology , Cell Proliferation , Cells, Cultured , Coculture Techniques , Cytotoxicity, Immunologic , Disease Progression , Germany , Granzymes/metabolism , HIV Infections/diagnosis , HIV Infections/enzymology , HIV-1/genetics , Humans , Kaplan-Meier Estimate , Longitudinal Studies , Lymphocyte Activation , Macrophages/immunology , Macrophages/virology , Phenotype , Prognosis , RNA, Viral/blood , Time Factors , Viral Load , Virus Replication
6.
J Virol ; 86(1): 277-83, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22031937

ABSTRACT

A successful prophylactic vaccine is characterized by long-lived immunity, which is critically dependent on CD4 T cell-mediated helper signals. Indeed, most licensed vaccines induce antigen-specific CD4 T cell responses, in addition to high-affinity antibodies. However, despite the important role of CD4 T cells in vaccine design and natural infection, few studies have characterized HIV-specific CD4 T cells due to their preferential susceptibility to HIV infection. To establish at the population level the impact of HIV-specific CD4 T cells on viral control and define the specificity of HIV-specific CD4 T cell peptide targeting, we conducted a comprehensive analysis of these responses to the entire HIV proteome in 93 subjects at different stages of HIV infection. We show that HIV-specific CD4 T cell responses were detectable in 92% of individuals and that the breadth of these responses showed a significant inverse correlation with the viral load (P = 0.009, R = -0.31). In particular, CD4 T cell responses targeting Gag were robustly associated with lower levels of viremia (P = 0.0002, R = -0.45). Importantly, differences in the immunodominance profile of HIV-specific CD4 T cell responses distinguished HIV controllers from progressors. Furthermore, Gag/Env ratios were a potent marker of viral control, with a high frequency and magnitude of Gag responses and low proportion of Env responses associated with effective immune control. At the epitope level, targeting of three distinct Gag peptides was linked to spontaneous HIV control (P = 0.60 to 0.85). Inclusion of these immunogenic proteins and peptides in future HIV vaccines may act as a critical cornerstone for enhancing protective T cell responses.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , HIV Infections/immunology , HIV-1/immunology , Viral Load , Viral Proteins/immunology , Adult , Aged , Anti-HIV Agents/therapeutic use , CD4-Positive T-Lymphocytes/virology , HIV Infections/drug therapy , HIV Infections/virology , HIV-1/genetics , HIV-1/physiology , Humans , Male , Middle Aged , Viral Proteins/genetics , Young Adult
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