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1.
Nat Immunol ; 25(7): 1245-1256, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38886592

RESUMEN

Human immunodeficiency virus (HIV) cure efforts are increasingly focused on harnessing CD8+ T cell functions, which requires a deeper understanding of CD8+ T cells promoting HIV control. Here we identifiy an antigen-responsive TOXhiTCF1+CD39+CD8+ T cell population with high expression of inhibitory receptors and low expression of canonical cytolytic molecules. Transcriptional analysis of simian immunodeficiency virus (SIV)-specific CD8+ T cells and proteomic analysis of purified CD8+ T cell subsets identified TOXhiTCF1+CD39+CD8+ T cells as intermediate effectors that retained stem-like features with a lineage relationship with terminal effector T cells. TOXhiTCF1+CD39+CD8+ T cells were found at higher frequency than TCF1-CD39+CD8+ T cells in follicular microenvironments and were preferentially located in proximity of SIV-RNA+ cells. Their frequency was associated with reduced plasma viremia and lower SIV reservoir size. Highly similar TOXhiTCF1+CD39+CD8+ T cells were detected in lymph nodes from antiretroviral therapy-naive and antiretroviral therapy-suppressed people living with HIV, suggesting this population of CD8+ T cells contributes to limiting SIV and HIV persistence.


Asunto(s)
Linfocitos T CD8-positivos , Ganglios Linfáticos , Síndrome de Inmunodeficiencia Adquirida del Simio , Virus de la Inmunodeficiencia de los Simios , Virus de la Inmunodeficiencia de los Simios/inmunología , Linfocitos T CD8-positivos/inmunología , Animales , Síndrome de Inmunodeficiencia Adquirida del Simio/inmunología , Síndrome de Inmunodeficiencia Adquirida del Simio/virología , Ganglios Linfáticos/inmunología , Humanos , Macaca mulatta , Infecciones por VIH/inmunología , Infecciones por VIH/virología , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/metabolismo
2.
Nat Immunol ; 18(9): 1046-1057, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28714979

RESUMEN

Translation is a critical process in protein synthesis, but translational regulation in antigen-specific T cells in vivo has not been well defined. Here we have characterized the translatome of virus-specific CD8+ effector T cells (Teff cells) during acute infection of mice with lymphocytic choriomeningitis virus (LCMV). Antigen-specific T cells exerted dynamic translational control of gene expression that correlated with cell proliferation and stimulation via the T cell antigen receptor (TCR). The translation of mRNAs that encode translation machinery, including ribosomal proteins, was upregulated during the T cell clonal-expansion phase, followed by inhibition of the translation of those transcripts when the CD8+ Teff cells stopped dividing just before the contraction phase. That translational suppression was more pronounced in terminal effector cells than in memory precursor cells and was regulated by antigenic stimulation and signals from the kinase mTOR. Our studies show that translation of transcripts encoding ribosomal proteins is regulated during the differentiation of CD8+ Teff cells and might have a role in fate 'decisions' involved in the formation of memory cells.


Asunto(s)
Infecciones por Arenaviridae/inmunología , Linfocitos T CD8-positivos/inmunología , Diferenciación Celular/inmunología , Biosíntesis de Proteínas/inmunología , Animales , Infecciones por Arenaviridae/genética , Infecciones por Arenaviridae/metabolismo , Linfocitos T CD8-positivos/metabolismo , Diferenciación Celular/genética , Citometría de Flujo , Regulación de la Expresión Génica , Memoria Inmunológica/inmunología , Interferón gamma/inmunología , Virus de la Coriomeningitis Linfocítica , Ratones , Biosíntesis de Proteínas/genética , ARN Mensajero/metabolismo , Receptores de Antígenos de Linfocitos T/inmunología , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Proteínas Ribosómicas/genética , Proteínas Ribosómicas/metabolismo , Serina-Treonina Quinasas TOR/inmunología
3.
Nat Immunol ; 17(10): 1226-34, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-27525369

RESUMEN

Antigen-specific B cells bifurcate into antibody-secreting cells (ASCs) and memory B cells (MBCs) after infection or vaccination. ASCs (plasmablasts) have been extensively studied in humans, but less is known about B cells that become activated but do not differentiate into plasmablasts. Here we have defined the phenotype and transcriptional program of a subset of antigen-specific B cells, which we have called 'activated B cells' (ABCs), that were distinct from ASCs and were committed to the MBC lineage. We detected ABCs in humans after infection with Ebola virus or influenza virus and also after vaccination. By simultaneously analyzing antigen-specific ASCs and ABCs in human blood after vaccination against influenza virus, we investigated the clonal overlap and extent of somatic hypermutation (SHM) in the ASC (effector) and ABC (memory) lineages. Longitudinal tracking of vaccination-induced hemagglutinin (HA)-specific clones revealed no overall increase in SHM over time, which suggested that repeated annual immunization might have limitations in enhancing the quality of influenza-virus-specific antibody.


Asunto(s)
Subgrupos de Linfocitos B/inmunología , Linfocitos B/inmunología , Ebolavirus/fisiología , Fiebre Hemorrágica Ebola/inmunología , Virus de la Influenza A/fisiología , Vacunas contra la Influenza/inmunología , Gripe Humana/inmunología , Factor de Transcripción PAX5/metabolismo , Células Plasmáticas/inmunología , Adulto , Anticuerpos Antivirales/sangre , Diferenciación Celular , Células Clonales , Glicoproteínas Hemaglutininas del Virus de la Influenza/inmunología , Humanos , Memoria Inmunológica , Activación de Linfocitos , Hipermutación Somática de Inmunoglobulina/genética , Vacunación , Adulto Joven
4.
Immunity ; 51(6): 1043-1058.e4, 2019 12 17.
Artículo en Inglés | MEDLINE | ID: mdl-31810882

RESUMEN

T cell dysfunction is a characteristic feature of chronic viral infection and cancer. Recent studies in chronic lymphocytic choriomeningitis virus (LCMV) infection have defined a PD-1+ Tcf-1+ CD8+ T cell subset capable of self-renewal and differentiation into more terminally differentiated cells that downregulate Tcf-1 and express additional inhibitory molecules such as Tim3. Here, we demonstrated that expression of the glycoprotein CD101 divides this terminally differentiated population into two subsets. Stem-like Tcf-1+ CD8+ T cells initially differentiated into a transitory population of CD101-Tim3+ cells that later converted into CD101+ Tim3+ cells. Recently generated CD101-Tim3+ cells proliferated in vivo, contributed to viral control, and were marked by an effector-like transcriptional signature including expression of the chemokine receptor CX3CR1, pro-inflammatory cytokines, and granzyme B. PD-1 pathway blockade increased the numbers of CD101-Tim3+ CD8+ T cells, suggesting that these newly generated transitional cells play a critical role in PD-1-based immunotherapy.


Asunto(s)
Antígenos CD/metabolismo , Linfocitos T CD8-positivos/inmunología , Coriomeningitis Linfocítica/inmunología , Virus de la Coriomeningitis Linfocítica/inmunología , Receptor de Muerte Celular Programada 1/metabolismo , Animales , Biomarcadores/metabolismo , Receptor 1 de Quimiocinas CX3C/genética , Receptor 1 de Quimiocinas CX3C/metabolismo , Femenino , Granzimas/genética , Granzimas/metabolismo , Receptor 2 Celular del Virus de la Hepatitis A/biosíntesis , Factor Nuclear 1-alfa del Hepatocito/genética , Factor Nuclear 1-alfa del Hepatocito/metabolismo , Coriomeningitis Linfocítica/virología , Masculino , Ratones , Ratones Endogámicos C57BL , Receptor de Muerte Celular Programada 1/genética
5.
Nature ; 610(7930): 161-172, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36171284

RESUMEN

Expansion and differentiation of antigen-experienced PD-1+TCF-1+ stem-like CD8+ T cells into effector cells is critical for the success of immunotherapies based on PD-1 blockade1-4. Hashimoto et al. have shown that, in chronic infections, administration of the cytokine interleukin (IL)-2 triggers an alternative differentiation path of stem-like T cells towards a distinct population of 'better effector' CD8+ T cells similar to those generated in an acute infection5. IL-2 binding to the IL-2 receptor α-chain (CD25) was essential in triggering this alternative differentiation path and expanding better effectors with distinct transcriptional and epigenetic profiles. However, constitutive expression of CD25 on regulatory T cells and some endothelial cells also contributes to unwanted systemic effects from IL-2 therapy. Therefore, engineered IL-2 receptor ß- and γ-chain (IL-2Rßγ)-biased agonists are currently being developed6-10. Here we show that IL-2Rßγ-biased agonists are unable to preferentially expand better effector T cells in cancer models and describe PD1-IL2v, a new immunocytokine that overcomes the need for CD25 binding by docking in cis to PD-1. Cis binding of PD1-IL2v to PD-1 and IL-2Rßγ on the same cell recovers the ability to differentiate stem-like CD8+ T cells into better effectors in the absence of CD25 binding in both chronic infection and cancer models and provides superior efficacy. By contrast, PD-1- or PD-L1-blocking antibodies alone, or their combination with clinically relevant doses of non-PD-1-targeted IL2v, cannot expand this unique subset of better effector T cells and instead lead to the accumulation of terminally differentiated, exhausted T cells. These findings provide the basis for the development of a new generation of PD-1 cis-targeted IL-2R agonists with enhanced therapeutic potential for the treatment of cancer and chronic infections.


Asunto(s)
Linfocitos T CD8-positivos , Receptor de Muerte Celular Programada 1 , Receptores de Interleucina-2 , Anticuerpos Bloqueadores/inmunología , Anticuerpos Bloqueadores/farmacología , Anticuerpos Bloqueadores/uso terapéutico , Antígeno B7-H1/antagonistas & inhibidores , Antígeno B7-H1/inmunología , Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/efectos de los fármacos , Linfocitos T CD8-positivos/inmunología , Infecciones/tratamiento farmacológico , Infecciones/inmunología , Interleucina-2/inmunología , Interleucina-2/farmacología , Interleucina-2/uso terapéutico , Subunidad alfa del Receptor de Interleucina-2/agonistas , Neoplasias/tratamiento farmacológico , Neoplasias/inmunología , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Receptores de Interleucina-2/agonistas
6.
Nature ; 610(7930): 173-181, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36171288

RESUMEN

Combination therapy with PD-1 blockade and IL-2 is highly effective during chronic lymphocytic choriomeningitis virus infection1. Here we examine the underlying basis for this synergy. We show that PD-1 + IL-2 combination therapy, in contrast to PD-1 monotherapy, substantially changes the differentiation program of the PD-1+TCF1+ stem-like CD8+ T cells and results in the generation of transcriptionally and epigenetically distinct effector CD8+ T cells that resemble highly functional effector CD8+ T cells seen after an acute viral infection. The generation of these qualitatively superior CD8+ T cells that mediate viral control underlies the synergy between PD-1 and IL-2. Our results show that the PD-1+TCF1+ stem-like CD8+ T cells, also referred to as precursors of exhausted CD8+ T cells, are not fate-locked into the exhaustion program and their differentiation trajectory can be changed by IL-2 signals. These virus-specific effector CD8+ T cells emerging from the stem-like CD8+ T cells after combination therapy expressed increased levels of the high-affinity IL-2 trimeric (CD25-CD122-CD132) receptor. This was not seen after PD-1 blockade alone. Finally, we show that CD25 engagement with IL-2 has an important role in the observed synergy between IL-2 cytokine and PD-1 blockade. Either blocking CD25 with an antibody or using a mutated version of IL-2 that does not bind to CD25 but still binds to CD122 and CD132 almost completely abrogated the synergistic effects observed after PD-1 + IL-2 combination therapy. There is considerable interest in PD-1 + IL-2 combination therapy for patients with cancer2,3, and our fundamental studies defining the underlying mechanisms of how IL-2 synergizes with PD-1 blockade should inform these human translational studies.


Asunto(s)
Linfocitos T CD8-positivos , Interleucina-2 , Receptor de Muerte Celular Programada 1 , Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/efectos de los fármacos , Linfocitos T CD8-positivos/inmunología , Diferenciación Celular/efectos de los fármacos , Quimioterapia Combinada , Humanos , Subunidad gamma Común de Receptores de Interleucina , Interleucina-2/inmunología , Interleucina-2/farmacología , Interleucina-2/uso terapéutico , Subunidad alfa del Receptor de Interleucina-2 , Subunidad beta del Receptor de Interleucina-2 , Coriomeningitis Linfocítica/tratamiento farmacológico , Coriomeningitis Linfocítica/inmunología , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Factor 1 de Transcripción de Linfocitos T
7.
Nature ; 597(7875): 274-278, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33208941

RESUMEN

Tumours often contain B cells and plasma cells but the antigen specificity of these intratumoral B cells is not well understood1-8. Here we show that human papillomavirus (HPV)-specific B cell responses are detectable in samples from patients with HPV-positive head and neck cancers, with active production of HPV-specific IgG antibodies in situ. HPV-specific antibody secreting cells (ASCs) were present in the tumour microenvironment, with minimal bystander recruitment of influenza-specific cells, suggesting a localized and antigen-specific ASC response. HPV-specific ASC responses correlated with titres of plasma IgG and were directed against the HPV proteins E2, E6 and E7, with the most dominant response against E2. Using intratumoral B cells and plasma cells, we generated several HPV-specific human monoclonal antibodies, which exhibited a high degree of somatic hypermutation, consistent with chronic antigen exposure. Single-cell RNA sequencing analyses detected activated B cells, germinal centre B cells and ASCs within the tumour microenvironment. Compared with the tumour parenchyma, B cells and ASCs were preferentially localized in the tumour stroma, with well-formed clusters of activated B cells indicating ongoing germinal centre reactions. Overall, we show that antigen-specific activated and germinal centre B cells as well as plasma cells can be found in the tumour microenvironment. Our findings provide a better understanding of humoral immune responses in human cancer and suggest that tumour-infiltrating B cells could be harnessed for the development of therapeutic agents.


Asunto(s)
Anticuerpos Antivirales/inmunología , Linfocitos B/inmunología , Neoplasias de Cabeza y Cuello/inmunología , Neoplasias de Cabeza y Cuello/virología , Linfocitos Infiltrantes de Tumor/inmunología , Papillomaviridae/inmunología , Microambiente Tumoral/inmunología , Anticuerpos Monoclonales/sangre , Anticuerpos Monoclonales/genética , Anticuerpos Monoclonales/inmunología , Anticuerpos Antivirales/sangre , Anticuerpos Antivirales/genética , Linfocitos B/metabolismo , Carcinoma de Células Escamosas/sangre , Carcinoma de Células Escamosas/inmunología , Carcinoma de Células Escamosas/virología , Separación Celular , Centro Germinal/citología , Centro Germinal/inmunología , Neoplasias de Cabeza y Cuello/sangre , Humanos , Inmunidad Humoral , Inmunoglobulina G/sangre , Inmunoglobulina G/genética , Inmunoglobulina G/inmunología , Linfocitos Infiltrantes de Tumor/metabolismo , Infecciones por Papillomavirus/sangre , Infecciones por Papillomavirus/inmunología , Infecciones por Papillomavirus/virología , Células Plasmáticas/inmunología , Células Plasmáticas/metabolismo , RNA-Seq , Análisis de la Célula Individual , Hipermutación Somática de Inmunoglobulina/genética , Hipermutación Somática de Inmunoglobulina/inmunología , Transcriptoma
8.
Nature ; 597(7875): 279-284, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34471285

RESUMEN

T cells are important in tumour immunity but a better understanding is needed of the differentiation of antigen-specific T cells in human cancer1,2. Here we studied CD8 T cells in patients with human papillomavirus (HPV)-positive head and neck cancer and identified several epitopes derived from HPV E2, E5 and E6 proteins that allowed us to analyse virus-specific CD8 T cells using major histocompatibility complex (MHC) class I tetramers. HPV-specific CD8 T cells expressed PD-1 and were detectable in the tumour at levels that ranged from 0.1% to 10% of tumour-infiltrating CD8 T lymphocytes (TILs) for a given epitope. Single-cell RNA-sequencing analyses of tetramer-sorted HPV-specific PD-1+ CD8 TILs revealed three transcriptionally distinct subsets. One subset expressed TCF7 and other genes associated with PD-1+ stem-like CD8 T cells that are critical for maintaining T cell responses in conditions of antigen persistence. The second subset expressed more effector molecules, representing a transitory cell population, and the third subset was characterized by a terminally differentiated gene signature. T cell receptor clonotypes were shared between the three subsets and pseudotime analysis suggested a hypothetical differentiation trajectory from stem-like to transitory to terminally differentiated cells. More notably, HPV-specific PD-1+TCF-1+ stem-like TILs proliferated and differentiated into more effector-like cells after in vitro stimulation with the cognate HPV peptide, whereas the more terminally differentiated cells did not proliferate. The presence of functional HPV-specific PD-1+TCF-1+CD45RO+ stem-like CD8 T cells with proliferative capacity shows that the cellular machinery to respond to PD-1 blockade exists in HPV-positive head and neck cancer, supporting the further investigation of PD-1 targeted therapies in this malignancy. Furthermore, HPV therapeutic vaccination efforts have focused on E6 and E7 proteins; our results suggest that E2 and E5 should also be considered for inclusion as vaccine antigens to elicit tumour-reactive CD8 T cell responses of maximal breadth.


Asunto(s)
Alphapapillomavirus/inmunología , Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/inmunología , Neoplasias de Cabeza y Cuello/inmunología , Neoplasias de Cabeza y Cuello/virología , Linfocitos Infiltrantes de Tumor/inmunología , Receptor de Muerte Celular Programada 1/metabolismo , Células Madre/citología , Alphapapillomavirus/aislamiento & purificación , Linfocitos T CD8-positivos/clasificación , Linfocitos T CD8-positivos/metabolismo , Vacunas contra el Cáncer/inmunología , Diferenciación Celular , Proliferación Celular , Proteínas de Unión al ADN/inmunología , Humanos , Linfocitos Infiltrantes de Tumor/clasificación , Linfocitos Infiltrantes de Tumor/citología , Linfocitos Infiltrantes de Tumor/metabolismo , Proteínas Oncogénicas Virales/inmunología , Infecciones por Papillomavirus/inmunología , Infecciones por Papillomavirus/virología , Vacunas contra Papillomavirus/inmunología , RNA-Seq , Receptores de Antígenos de Linfocitos T/inmunología , Análisis de la Célula Individual , Células Madre/inmunología , Factor 1 de Transcripción de Linfocitos T/metabolismo , Linfocitos T/inmunología , Transcripción Genética
9.
Proc Natl Acad Sci U S A ; 120(41): e2221985120, 2023 10 10.
Artículo en Inglés | MEDLINE | ID: mdl-37782797

RESUMEN

CD8 T cells play an essential role in antitumor immunity and chronic viral infections. Recent findings have delineated the differentiation pathway of CD8 T cells in accordance with the progenitor-progeny relationship of TCF1+ stem-like and Tim-3+TCF1- more differentiated T cells. Here, we investigated the characteristics of stem-like and differentiated CD8 T cells isolated from several murine tumor models and human lung cancer samples in terms of phenotypic and transcriptional features as well as their location compared to virus-specific CD8 T cells in the chronically lymphocytic choriomeningitis virus (LCMV)-infected mice. We found that CD8 tumor-infiltrating lymphocytes (TILs) in both murine and human tumors exhibited overall similar phenotypic and transcriptional characteristics compared to corresponding subsets in the spleen of chronically infected mice. Moreover, stem-like CD8 TILs exclusively responded and produced effector-like progeny CD8 T cells in vivo after antigenic restimulation, confirming their lineage relationship and the proliferative potential of stem-like CD8 TILs. Most importantly, similar to the preferential localization of PD-1+ stem-like CD8 T cells in T cell zones of the spleen during chronic LCMV infection, we found that the PD-1+ stem-like CD8 TILs in lung cancer samples are preferentially located not in the tumor parenchyma but in tertiary lymphoid structures (TLSs). The stem-like CD8 T cells are present in TLSs located within and at the periphery of the tumor, as well as in TLSs closely adjacent to the tumor parenchyma. These findings suggest that TLSs provide a protective niche to support the quiescence and maintenance of stem-like CD8 T cells in the tumor.


Asunto(s)
Neoplasias Pulmonares , Coriomeningitis Linfocítica , Humanos , Animales , Ratones , Receptor de Muerte Celular Programada 1/genética , Receptor de Muerte Celular Programada 1/metabolismo , Linfocitos T CD8-positivos , Virus de la Coriomeningitis Linfocítica , Infección Persistente , Neoplasias Pulmonares/metabolismo , Ratones Endogámicos C57BL
10.
J Virol ; 97(1): e0155622, 2023 01 31.
Artículo en Inglés | MEDLINE | ID: mdl-36541799

RESUMEN

Increased demand for novel, highly effective vaccination strategies necessitates a better understanding of long-lived memory CD8 T cell differentiation. To achieve this understanding, we used the mouse model of acute lymphocytic choriomeningitis virus (LCMV) infection. We reexamined classical memory CD8 T cell subsets and performed in-depth, longitudinal analysis of their phenotype, transcriptional programming, and anatomic location within the spleen. All analyses were performed at multiple time points from 8 days to 1 year postinfection. Memory subsets are conventionally defined by their expression of KLRG1 and IL-7Rα, as follows: KLRG1+IL-7Rα- terminal effectors (TEs) and KLRG1-IL-7Rα+ memory precursors (MPs). But we also characterized a third KLRG1+IL-7Rα+ subset which we refer to as KLRG1+ MPs. In these analyses, we defined a comprehensive memory phenotype that is associated with higher levels of CD28 expression. We also demonstrated that MPs, KLRG1+ MPs, and TEs have distinct localization programs within the spleen. We found that MPs became preferentially enriched in the white pulp as early as 1 to 2 weeks postinfection, and their predominance in the white pulp was maintained throughout the course of a year. On the other hand, KLRG1+ MPs and TEs localized to the red pulp just as early, and they consistently localized to the red pulp thereafter. These findings indicate that location may be crucial for memory formation and that white pulp-derived signals may contribute to long-term memory survival. Achieving robust memory responses following vaccination may require more deliberate consideration of which memory phenotypes are induced, as well as where they traffic, as these factors could impact their longevity. IMPORTANCE CD8 T cells play a critical role in viral immunity and it is important to understand how memory cells are formed and what processes lead to their long-term maintenance. Here, we use a mouse model of acute infection to perform an in-depth, longitudinal analysis of memory CD8 T cell differentiation, examining the phenotype and location of memory cells out to 1 year postinfection.


Asunto(s)
Coriomeningitis Linfocítica , Subgrupos de Linfocitos T , Animales , Ratones , Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/inmunología , Memoria Inmunológica , Coriomeningitis Linfocítica/inmunología , Virus de la Coriomeningitis Linfocítica , Ratones Endogámicos C57BL , Fenotipo , Vacunación , Antígenos CD28/genética , Transcriptoma , Antígenos de Superficie/genética , Vacunas Virales/inmunología
11.
Nature ; 552(7685): 404-409, 2017 12 21.
Artículo en Inglés | MEDLINE | ID: mdl-29236683

RESUMEN

Memory CD8 T cells that circulate in the blood and are present in lymphoid organs are an essential component of long-lived T cell immunity. These memory CD8 T cells remain poised to rapidly elaborate effector functions upon re-exposure to pathogens, but also have many properties in common with naive cells, including pluripotency and the ability to migrate to the lymph nodes and spleen. Thus, memory cells embody features of both naive and effector cells, fuelling a long-standing debate centred on whether memory T cells develop from effector cells or directly from naive cells. Here we show that long-lived memory CD8 T cells are derived from a subset of effector T cells through a process of dedifferentiation. To assess the developmental origin of memory CD8 T cells, we investigated changes in DNA methylation programming at naive and effector cell-associated genes in virus-specific CD8 T cells during acute lymphocytic choriomeningitis virus infection in mice. Methylation profiling of terminal effector versus memory-precursor CD8 T cell subsets showed that, rather than retaining a naive epigenetic state, the subset of cells that gives rise to memory cells acquired de novo DNA methylation programs at naive-associated genes and became demethylated at the loci of classically defined effector molecules. Conditional deletion of the de novo methyltransferase Dnmt3a at an early stage of effector differentiation resulted in reduced methylation and faster re-expression of naive-associated genes, thereby accelerating the development of memory cells. Longitudinal phenotypic and epigenetic characterization of the memory-precursor effector subset of virus-specific CD8 T cells transferred into antigen-free mice revealed that differentiation to memory cells was coupled to erasure of de novo methylation programs and re-expression of naive-associated genes. Thus, epigenetic repression of naive-associated genes in effector CD8 T cells can be reversed in cells that develop into long-lived memory CD8 T cells while key effector genes remain demethylated, demonstrating that memory T cells arise from a subset of fate-permissive effector T cells.


Asunto(s)
Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/inmunología , Desdiferenciación Celular , Memoria Inmunológica , Animales , ADN (Citosina-5-)-Metiltransferasas/deficiencia , ADN (Citosina-5-)-Metiltransferasas/genética , ADN (Citosina-5-)-Metiltransferasas/metabolismo , Metilación de ADN/genética , ADN Metiltransferasa 3A , Epigénesis Genética , Femenino , Memoria Inmunológica/genética , Coriomeningitis Linfocítica/inmunología , Coriomeningitis Linfocítica/virología , Virus de la Coriomeningitis Linfocítica/inmunología , Masculino , Ratones , Ratones Endogámicos C57BL
12.
Nature ; 552(7685): 362-367, 2017 12 21.
Artículo en Inglés | MEDLINE | ID: mdl-29236685

RESUMEN

The differentiation of human memory CD8 T cells is not well understood. Here we address this issue using the live yellow fever virus (YFV) vaccine, which induces long-term immunity in humans. We used in vivo deuterium labelling to mark CD8 T cells that proliferated in response to the virus and then assessed cellular turnover and longevity by quantifying deuterium dilution kinetics in YFV-specific CD8 T cells using mass spectrometry. This longitudinal analysis showed that the memory pool originates from CD8 T cells that divided extensively during the first two weeks after infection and is maintained by quiescent cells that divide less than once every year (doubling time of over 450 days). Although these long-lived YFV-specific memory CD8 T cells did not express effector molecules, their epigenetic landscape resembled that of effector CD8 T cells. This open chromatin profile at effector genes was maintained in memory CD8 T cells isolated even a decade after vaccination, indicating that these cells retain an epigenetic fingerprint of their effector history and remain poised to respond rapidly upon re-exposure to the pathogen.


Asunto(s)
Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/inmunología , Diferenciación Celular/inmunología , Epigénesis Genética , Memoria Inmunológica/inmunología , Vacuna contra la Fiebre Amarilla/inmunología , Animales , Linfocitos T CD8-positivos/metabolismo , Diferenciación Celular/genética , Proliferación Celular , Cromatina/genética , Cromatina/metabolismo , Metilación de ADN , Deuterio , Perfilación de la Expresión Génica , Semivida , Humanos , Memoria Inmunológica/genética , Recuento de Linfocitos , Ratones , Técnica de Dilución de Radioisótopos , Transcripción Genética , Fiebre Amarilla/inmunología , Fiebre Amarilla/virología , Virus de la Fiebre Amarilla/inmunología
13.
Cancer ; 128(11): 2073-2084, 2022 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-35285950

RESUMEN

BACKGROUND: This study was aimed at assessing the associations of sarcopenia, muscle density, adiposity, and inflammation with overall survival (OS) after cytoreductive nephrectomy (CN) for metastatic renal cell carcinoma. METHODS: In all, 158 patients undergoing CN from 2001 to 2014 had digitized preoperative imaging for tissue segmentation via Slice-O-Matic software (version 5.0) at the mid-L3 level. The skeletal muscle index was calculated with the skeletal muscle area (cm2 ) normalized for height (m2 ), and the skeletal muscle density (SMD) was calculated with average Hounsfield units. Adiposity was measured with the cross-sectional area (cm2 ) of visceral, subcutaneous, and intramuscular adiposity compartments and was similarly normalized for height. The average fat density was obtained in Hounsfield units. OS was estimated with the Kaplan-Meier method. Associations between body composition, inflammation metrics, and relevant clinicopathology and OS were assessed with univariable and multivariate Cox analyses. RESULTS: Seventy-six of the 158 patients (48%) were sarcopenic. Sarcopenia was associated with elevated neutrophil to lymphocyte ratios (NLRs; P = .02), increased age (P = .001), lower body mass indices (P = .009), greater modified Motzer scores (P = .019), and lower SMD (P = .006). The median OS was 15.0 and 29.4 months for sarcopenic and nonsarcopenic patients, respectively (P = .04). Elevated inflammation (NLR or C-reactive protein), in addition to sarcopenia, was independently associated with OS, with an elevated NLR ≥ 3.5 and sarcopenia associated with the poorest OS at 10.2 months. No associations were observed between measurements of muscle density or adiposity and OS. CONCLUSIONS: Sarcopenia and measures of high systemic inflammation are additively associated with inferior OS after CN and may be of use in preoperative risk stratification. LAY SUMMARY: Body composition and sarcopenia (a deficiency in skeletal musculature) have been shown to affect outcomes in cancer. We found that sarcopenic patients had poor survival in comparison with nonsarcopenic patients in the setting of metastatic renal cell carcinoma (mRCC). Patients with both elevated inflammation and sarcopenia had the poorest survival. Sarcopenia is an objective measure of nutrition that can assist in therapeutic counseling and decision-making for individualized treatment in mRCC.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Sarcopenia , Carcinoma de Células Renales/patología , Procedimientos Quirúrgicos de Citorreducción , Femenino , Humanos , Inflamación/patología , Neoplasias Renales/patología , Masculino , Músculo Esquelético/diagnóstico por imagen , Nefrectomía/efectos adversos , Nefrectomía/métodos , Pronóstico , Estudios Retrospectivos , Sarcopenia/complicaciones , Sarcopenia/diagnóstico por imagen
14.
Cancer Immunol Immunother ; 71(12): 2943-2955, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35523889

RESUMEN

Invariant natural killer T cells (iNKT cells) express a semi-invariant T cell receptor that recognizes certain glycolipids (including α-galactosylceramide, αGC) bound to CD1d, and can induce potent antitumor responses. Here, we assessed whether αGC could enhance the efficacy of a GM-CSF-producing tumor cell vaccine in the transgenic SV40 T antigen-driven TRAMP prostate cancer model. In healthy mice, we initially found that optimal T cell responses were obtained with αGC-pulsed TRAMP-C2 cells secreting GM-CSF and milk fat globule epidermal growth factor protein-8 (MFG-E8) with an RGD to RGE mutation (GM-CSF/RGE TRAMP-C2), combined with systemic low dose IL-12. In a therapeutic model, transgenic TRAMP mice were then castrated at ~ 20 weeks, followed by treatment with the combination vaccine. Untreated mice succumbed to tumor by ~ 40 weeks, but survival was markedly prolonged by vaccine treatment, with most mice surviving past 80 weeks. Prostates in the treated mice were heavily infiltrated with T cells and iNKT cells, which both secreted IFNγ in response to tumor cells. The vaccine was not effective if the αGC, IL-12, or GM-CSF secretion was eliminated. Finally, immunized mice were fully resistant to challenge with TRAMP-C2 cells. Together these findings support further development of therapeutic vaccines that exploit iNKT cell activation.


Asunto(s)
Vacunas contra el Cáncer , Células T Asesinas Naturales , Neoplasias de la Próstata , Masculino , Ratones , Animales , Humanos , Factor Estimulante de Colonias de Granulocitos y Macrófagos/metabolismo , Activación de Linfocitos , Galactosilceramidas , Interleucina-12/farmacología , Neoplasias de la Próstata/terapia , Neoplasias de la Próstata/metabolismo , Vacunas Combinadas/farmacología , Antígenos Virales de Tumores , Familia de Proteínas EGF/metabolismo , Familia de Proteínas EGF/farmacología , Oligopéptidos/farmacología , Ratones Endogámicos C57BL
15.
Int Immunol ; 33(1): 27-37, 2021 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-32827212

RESUMEN

Tumor-infiltrating CD8 T cells are associated with improved patient survival and response to immunotherapy in various cancers. Persistent antigen leads to CD8 T-cell exhaustion, where proliferation/self-renewal and killing are divided within distinct subsets of CD8 T cells in the tumor. CD8 T-cell responses in chronic antigen settings must be maintained for long periods of time, suggesting that mechanisms that regulate chronic CD8 T-cell responses may differ from those in acute settings. Currently, factors that regulate the maintenance of stem-like CD8 T cells in the tumor or their differentiation into terminally differentiated cells are unknown. In this review, we discuss the role of dendritic cells in the activation and differentiation of CD8 T-cell subsets within secondary lymphoid tissue and tumors. In addition, we examine changes in CD4 T-cell differentiation in response to chronic antigens and consider how subset-specific mechanisms could assist the stem-like and terminally differentiated CD8 T-cell subsets. Finally, we highlight how tumor-infiltrating CD4 T cells and dendritic cells interact with CD8 T cells within organized lymphoid-like areas in the tumor and propose a CD8 T-cell differentiation model that requires the collaboration of CD4 T cells and dendritic cells. These organized interactions coordinate the anti-tumor response and control disease progression by mechanisms that regulate CD8 T-cell differentiation, which permit the maintenance of an effective balance of stem-like and terminally differentiated CD8 T cells.


Asunto(s)
Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD8-positivos/inmunología , Diferenciación Celular/inmunología , Células Dendríticas/inmunología , Neoplasias/inmunología , Antígenos de Neoplasias/inmunología , Linfocitos T CD4-Positivos/citología , Linfocitos T CD8-positivos/citología , Humanos , Inmunoterapia , Activación de Linfocitos/inmunología , Linfocitos Infiltrantes de Tumor/inmunología , Subgrupos de Linfocitos T/citología , Subgrupos de Linfocitos T/inmunología
16.
Nature ; 537(7620): 417-421, 2016 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-27501248

RESUMEN

Chronic viral infections are characterized by a state of CD8+ T-cell dysfunction that is associated with expression of the programmed cell death 1 (PD-1) inhibitory receptor. A better understanding of the mechanisms that regulate CD8+ T-cell responses during chronic infection is required to improve immunotherapies that restore function in exhausted CD8+ T cells. Here we identify a population of virus-specific CD8+ T cells that proliferate after blockade of the PD-1 inhibitory pathway in mice chronically infected with lymphocytic choriomeningitis virus (LCMV). These LCMV-specific CD8+ T cells expressed the PD-1 inhibitory receptor, but also expressed several costimulatory molecules such as ICOS and CD28. This CD8+ T-cell subset was characterized by a unique gene signature that was related to that of CD4+ T follicular helper (TFH) cells, CD8+ T cell memory precursors and haematopoietic stem cell progenitors, but that was distinct from that of CD4+ TH1 cells and CD8+ terminal effectors. This CD8+ T-cell population was found only in lymphoid tissues and resided predominantly in the T-cell zones along with naive CD8+ T cells. These PD-1+CD8+ T cells resembled stem cells during chronic LCMV infection, undergoing self-renewal and also differentiating into the terminally exhausted CD8+ T cells that were present in both lymphoid and non-lymphoid tissues. The proliferative burst after PD-1 blockade came almost exclusively from this CD8+ T-cell subset. Notably, the transcription factor TCF1 had a cell-intrinsic and essential role in the generation of this CD8+ T-cell subset. These findings provide a better understanding of T-cell exhaustion and have implications in the optimization of PD-1-directed immunotherapy in chronic infections and cancer.


Asunto(s)
Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/efectos de los fármacos , Inmunoterapia , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Animales , Antígenos CD28/metabolismo , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/metabolismo , Diferenciación Celular , Proliferación Celular/efectos de los fármacos , Autorrenovación de las Células , Femenino , Células Madre Hematopoyéticas/citología , Células Madre Hematopoyéticas/inmunología , Factor Nuclear 1-alfa del Hepatocito/metabolismo , Proteína Coestimuladora de Linfocitos T Inducibles/metabolismo , Coriomeningitis Linfocítica , Virus de la Coriomeningitis Linfocítica/inmunología , Virus de la Coriomeningitis Linfocítica/fisiología , Ratones , Receptor de Muerte Celular Programada 1/metabolismo , Subgrupos de Linfocitos T/citología , Subgrupos de Linfocitos T/efectos de los fármacos , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/metabolismo , Linfocitos T Colaboradores-Inductores/metabolismo
17.
Oncologist ; 26(10): e1742-e1750, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34156726

RESUMEN

BACKGROUND: Immune checkpoint inhibitors (ICIs) are an important treatment for metastatic renal cell carcinoma (mRCC). These agents may cause immune-related adverse events (irAEs), and the relationship between irAEs and outcomes is poorly understood. We investigated the association between irAEs and clinical outcomes in patients with mRCC treated with ICIs. METHODS: We performed a retrospective study of 200 patients with mRCC treated with ICIs at Winship Cancer Institute from 2015 to 2020. Data on irAEs were collected from clinic notes and laboratory values and grades were determined using Common Terminology Criteria in Adverse Events version 5.0. The association with overall survival (OS) and progression-free survival (PFS) was modeled by Cox proportional hazards model. Logistic regression models were used to define odds ratios (ORs) for clinical benefit (CB). Landmark analysis and extended Cox models were used to mitigate lead-time bias by treating irAEs as a time-varying covariate. RESULTS: Most patients (71.0%) were male, and one-third of patients (33.0%) experienced at least one irAE, most commonly involving the endocrine glands (13.0%), gastrointestinal tract (10.5%), or skin (10.0%). Patients who experienced irAEs had significantly longer OS (hazard ratio [HR], 0.52; p = .013), higher chance of CB (OR, 2.10; p = .023) and showed a trend toward longer PFS (HR, 0.71; p = .065) in multivariate analysis. Patients who had endocrine irAEs, particularly thyroid irAEs, had significantly longer OS and PFS and higher chance of CB. In a 14-week landmark analysis, irAEs were significantly associated with prolonged OS (p = .045). Patients who experienced irAEs had significantly longer median OS (44.5 vs. 18.2 months, p = .005) and PFS (7.5 vs. 3.6 months, p = .003) without landmark compared with patients who did not. CONCLUSION: We found that patients with mRCC treated with ICIs who experienced irAEs, particularly thyroid irAEs, had significantly improved clinical outcomes compared with patients who did not have irAEs. This suggests that irAEs may be effective clinical biomarkers in patients with mRCC treated with ICIs. Future prospective studies are warranted to validate these findings. IMPLICATIONS FOR PRACTICE: This study found that early onset immune-related adverse events (irAEs) are associated with significantly improved clinical outcomes in patients with metastatic renal cell carcinoma (mRCC) treated with immune checkpoint inhibitors (ICIs). In this site-specific irAE analysis, endocrine irAEs, particularly thyroid irAEs, were significantly associated with improved clinical outcomes. These results have implications for practicing medical oncologists given the increasing use of ICIs for the treatment of mRCC. Importantly, these results suggest that early irAEs and thyroid irAEs at any time on treatment with ICIs may be clinical biomarkers of clinical outcomes in patients with mRCC treated with ICIs.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Biomarcadores , Carcinoma de Células Renales/tratamiento farmacológico , Humanos , Inhibidores de Puntos de Control Inmunológico , Neoplasias Renales/tratamiento farmacológico , Masculino , Estudios Retrospectivos
18.
Oncologist ; 26(12): 1017-1025, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34342095

RESUMEN

BACKGROUND: Several immune checkpoint inhibitors (ICIs) are approved for the treatment of advanced urothelial carcinoma (UC). There are limited biomarkers for ICI-treated patients with UC. We investigated the association between body composition and clinical outcomes in ICI-treated UC patients. MATERIALS AND METHODS: We conducted a retrospective analysis of 70 ICI-treated patients with advanced UC at Winship Cancer Institute from 2015 to 2020. Baseline computed tomography images within 2 months of ICI initiation were collected at mid-L3 and muscle and fat compartments (subcutaneous, intermuscular, and visceral) were segmented using SliceOMatic v5.0 (TomoVision, Magog, Canada). A prognostic body composition risk score (high: 0-1, intermediate: 2-3, or low-risk: 4) was created based on the ß coefficient from the multivariate Cox model (MVA) following best-subset variable selection. Our body composition risk score was skeletal muscle index (SMI) + 2 × attenuated skeletal muscle (SM) mean + visceral fat index (VFI). Concordance statistics (C-statistics) were used to quantify the discriminatory magnitude of the predictive model. RESULTS: Most patients (70%) were men and the majority received ICIs in the second- (46%) or third-line (21%) setting. High-risk patients had significantly shorter overall survival (OS; hazard ratio [HR], 6.72; p < .001), progression-free survival (HR, 5.82; p < .001), and lower chance of clinical benefit (odds ratio [OR], 0.02; p = .003) compared with the low-risk group in MVA. The C-statistics for our body composition risk group and myosteatosis analyses were higher than body mass index for all clinical outcomes. CONCLUSION: Body composition variables such as SMI, SM mean, and VFI may be prognostic and predictive of clinical outcomes in ICI-treated patients with UC. Larger, prospective studies are warranted to validate this hypothesis-generating data. IMPLICATIONS FOR PRACTICE: This study developed a prognostic body composition risk scoring system using radiographic biomarkers for patients with bladder cancer treated with immunotherapy. The study found that the high-risk patients had significantly worse clinical outcomes. Notably, the study's model was better at predicting outcomes than body mass index. Importantly, these results suggest that radiographic measures of body composition should be considered for inclusion in updated prognostic models for patients with urothelial carcinoma treated with immunotherapy. These findings are useful for practicing oncologists in the academic or community setting, particularly given that baseline imaging is routine for patients starting on treatment with immunotherapy.


Asunto(s)
Carcinoma de Células Transicionales , Neoplasias de la Vejiga Urinaria , Composición Corporal , Carcinoma de Células Transicionales/tratamiento farmacológico , Femenino , Humanos , Inhibidores de Puntos de Control Inmunológico , Masculino , Pronóstico , Estudios Retrospectivos , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico
19.
J Virol ; 94(20)2020 09 29.
Artículo en Inglés | MEDLINE | ID: mdl-32759317

RESUMEN

Recent studies on chronic viral infections have defined a novel programmed cell death 1-positive (PD-1+) T cell factor 1-positive (TCF1+) stem-like CD8 T cell subset that gives rise to the terminally differentiated exhausted CD8 T cells. In this study, we performed T cell receptor beta (TCRß) sequencing of virus-specific CD8 T cells during chronic lymphocytic choriomeningitis virus (LCMV) infection to examine the TCR diversity and lineage relationship of these two functionally distinct subsets. We found that >95% of the TCR repertoire of the exhausted CD8 T cell subset was shared with the stem-like CD8 T cells. The TCR repertoires of both CD8 T cell subsets were composed mostly of a few dominant clonotypes, but there was slightly more breadth and diversity in the stem-like CD8 T cells than their exhausted counterpart (∼40 versus ∼15 GP33+ clonotypes; ∼20 versus ∼7 GP276+ clonotypes). Interestingly, the breadth of the TCR repertoire was broader during the early stages (day 8) of the chronic infection than the later stages (days 45 to 60), showing that there was a narrowing of the TCR repertoire during chronic infection (∼2-fold GP33+ and GP276+ stem-like subset; ∼10-fold GP33+ and ∼5-fold GP276+ exhausted subset). In contrast, during acute LCMV infection, the TCR repertoire was much broader in both GP33-specific effector (∼160 clonotypes) and memory CD8 T cells (∼160 clonotypes). Overall, our data demonstrate that the virus-specific CD8 T cell TCR repertoire is broad and remains stable after acute LCMV infection, but it contracts and is narrower during chronic infection. Our study also shows that the repertoire of the exhausted CD8 T cell subset is almost completely derived from the stem-like CD8 T cell subset during established chronic LCMV infection.IMPORTANCE CD8 TCR repertoires responding to chronic viral infections (HIV, hepatitis C virus [HCV], Epstein-Barr virus [EBV], and cytomegalovirus [CMV]) have limited breadth and diversity. How these repertoires change and are maintained throughout the chronic infection are unknown. We thus characterized the LCMV-specific CD8 TCR repertoires of stem-like and terminally exhausted subsets generated during chronic LCMV infections. During chronic LCMV infections, the repertoires started as diverse but became more clonal at the late time point. Further, the exhausted subset was composed of dominant clonotypes that were shared with the stem-like subset. Together, we demonstrate that the TCR repertoire contracts over time and is almost exclusively derived from the stem-like subset late during the persistent viral infection. Our data suggest that dominant clonotypes in the exhausted subset are derived from a diverse pool of stem-like clonotypes, which may be contributing to the clonality observed during chronic viral infections.


Asunto(s)
Linfocitos T CD8-positivos/inmunología , Coriomeningitis Linfocítica/inmunología , Virus de la Coriomeningitis Linfocítica/inmunología , Receptores de Antígenos de Linfocitos T/inmunología , Animales , Enfermedad Crónica , Femenino , Coriomeningitis Linfocítica/genética , Virus de la Coriomeningitis Linfocítica/genética , Ratones , Receptores de Antígenos de Linfocitos T/genética
20.
Cancer ; 126(3): 575-582, 2020 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-31648379

RESUMEN

BACKGROUND: Body mass index (BMI) is used to define obesity, but it is an imperfect measure of body composition. In the current study, the authors explored the association between types of fat and survival in patients treated with immunotherapy. METHODS: A retrospective analysis of 90 patients who were treated with immunotherapy on phase 1 clinical trials at the Winship Cancer Institute in Atlanta, Georgia, from 2009 through 2017 was performed. Overall survival (OS) and progression-free survival (PFS) were used to measure clinical outcomes. Baseline BMI and radiographic images at the middle of the third lumbar vertebrae were obtained. Fat densities were calculated and converted to indices (subcutaneous fat index [SFI], intermuscular fat index [IFI], and visceral fat index [VFI]) after dividing by height in meters squared. Risk groups were created using recursive partitioning and the regression trees method for SFI and IFI, which were selected by stepwise variable selection among all fat-related variables. The Cox proportional hazards model and Kaplan-Meier method were used for the association with OS and PFS. RESULTS: The majority of patients (59%) were male and diagnosed with melanoma (33%) or gastrointestinal cancers (22%). The median BMI was 27.4 kg/m2 , the median SFI was 62.78, the median IFI was 4.06, and the median VFI was 40.53. Low-risk patients (those with an SFI ≥73) had a significantly longer OS (hazard ratio, 0.20; 95% CI, 0.09-0.46 [P < .001]) and PFS (hazard ratio, 0.38; 95% CI, 0.20-0.72 [P = .003]) compared with patients at intermediate risk (those with an SFI <73 and IFI <3.4) and poor risk (those with an SFI <73 and IFI ≥3.4). The Uno concordance statistics were found to be higher for fat risk groups than BMI in predicting OS (0.603 vs 0.574; P = .581) and PFS (0.602 vs 0.586; P = .71). CONCLUSIONS: Increased BMI, increased SFI, and decreased IFI may be associated with prolonged survival in patients with cancer who are treated with immunotherapy. Further studies are needed to elucidate the effect of adiposity on the host immune response to immunotherapy.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Inmunoterapia/estadística & datos numéricos , Neoplasias/terapia , Obesidad/terapia , Adiposidad , Adulto , Anciano , Índice de Masa Corporal , Femenino , Georgia/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias/complicaciones , Neoplasias/inmunología , Neoplasias/patología , Obesidad/complicaciones , Obesidad/inmunología , Obesidad/patología , Supervivencia sin Progresión , Modelos de Riesgos Proporcionales , Factores de Riesgo
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