The utility of circulating CX3CR1+ CD8+ T cells as a predictive correlate of response to chemo-immunotherapy in patients with non-small cell lung cancer
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ABSTRACT:
PROVIDER: PRJNA882907 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR21663661.fastq.gz | Fastqsanger.gz | |||
| SRR21663662.fastq.gz | Fastqsanger.gz | |||
| SRR21663663.fastq.gz | Fastqsanger.gz | |||
| SRR21663664.fastq.gz | Fastqsanger.gz | |||
| SRR21663665.fastq.gz | Fastqsanger.gz |
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Project description:Lack of reliable predictive biomarkers is a major limitation of combination therapy with chemotherapy and anti-PD-1 therapy (chemo-immunotherapy). The increase of peripheral blood (PB) CD8+ T cells expressing CX3CR1, a marker of differentiation, correlates with response to anti-PD-1 therapy; however, the predictive and prognostic value of T-cell CX3CR1 expression during chemo-immunotherapy remains elusive. Here, we evaluated the utility of PB CX3CR1+CD8+ T cells as a predictive correlate of response to chemo-immunotherapy in non-small cell lung cancer (NSCLC) patients. At least 10% increase of the CX3CR1+ subset in circulating CD8+ T cells from baseline (CX3CR1 score) was associated with response to chemo-immunotherapy at 6 weeks (p = 0.0382) and 9 weeks (p = 0.0045). Sensitivity, specificity, positive and negative predictive value of at least 10% increase of the CX3CR1 score was 83.3%, 88.2%, 83.3% and 88.2%, respectively with 86.2% overall accuracy of predicting response at 9 weeks. Furthermore, at least 10% increase of the CX3CR1 score correlated with improved overall (p = 0.0105) and progression-free survival (p = 0.0265). Combined T-cell receptor (TCR) sequencing of tumor tissue and single-cell RNA/TCR sequencing of longitudinal PB samples from a patient who received a long-term benefit from chemo-immunotherapy demonstrated that circulating clonally expanded CD8+ T cells were terminal effector T cells expressing high levels of CX3CR1, and contained frequent tumor-infiltrating T-cell colonotypes early-on post treatment. Collectively, these findings suggest the potential utility of T-cell CX3CR1 expression as a dynamic blood-based biomarker during the course of chemo-immunotherapy and a marker to identify frequent tumor-infiltrating lymphocyte repertoires.
2023-04-05 | GSE213902 | GEO
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Project description:CX3CR1, one of the highest expressed genes in microglia in mice and humans, is implicated in numerous microglial functions. However, the molecular mechanisms underlying Cx3cr1 signaling are not well understood. Here, we analyzed transcriptomes of Cx3cr1-deficient microglia under varying conditions by RNA-Seq. In 2 mos mice, Cx3cr1 deletion resulted in the downregulation of a subset of immune-related genes, without substantial epigenetic changes in markers of active chromatin. Surprisingly, Cx3cr1-deficient microglia from young mice exhibited a transcriptome consistent with that of aged Cx3cr1-sufficient animals, suggesting a premature aging transcriptomic signature. Immunohistochemical analysis of microglia in young and aged mice revealed that loss of Cx3cr1 modulates microglial morphology in a compatible fashion. Our results suggest that CX3CR1 may regulate microglial function in part by modulating the expression levels of a subset of inflammatory genes during chronological aging, making Cx3cr1-deficient mice useful for studying aged microglia.
2019-10-01 | GSE130960 | GEO
Project description:CX3CR1, one of the highest expressed genes in microglia in mice and humans, is implicated in numerous microglial functions. However, the molecular mechanisms underlying Cx3cr1 signaling are not well understood. Here, we analyzed transcriptomes of Cx3cr1-deficient microglia under varying conditions by RNA sequencing (RNA-Seq). In 2 mos mice, Cx3cr1 deletion resulted in the downregulation of a subset of immune-related genes, without substantial epigenetic changes in markers of active chromatin. Surprisingly, Cx3cr1-deficient microglia from young mice exhibited a transcriptome consistent with that of aged Cx3cr1-sufficient animals, suggesting a premature aging transcriptomic signature.
2019-11-25 | GSE131869 | GEO
Project description:Muscle injury triggers inflammation in which infiltrating mononuclear phagocytes are crucial for tissue regeneration. The interaction of the CCL2/CCR2 and CX3CL1/CX3CR1 chemokine axis that guides phagocyte infiltration is incompletely understood. Here, we show that CX3CR1 deficiency promotes muscle repair and rescues Ccl2-/- mice from impaired muscle regeneration as a result of altered macrophage function, not infiltration. Transcriptomic analysis of muscle mononuclear phagocytes reveals that Apolipoprotein E (ApoE) is up-regulated in mice with efficient regeneration. ApoE treatment enhances phagocytosis by mononuclear phagocytes in vitro, and restores phagocytic activity and muscle regeneration in Ccl2-/- mice. Because CX3CR1 deficiency may compensate for defective CCL2-dependant monocyte recruitment by modulating ApoE-dependent macrophage phagocytic activity, targeting CX3CR1 expressed by macrophages might be a powerful therapeutic approach to improve muscle regeneration.
2015-09-29 | GSE73473 | GEO
Project description:We investigated the frequency of CX3CR1+CD8+ T cells in peripheral blood (PB) before and during immune checkpoint inhibitor (ICI) therapy, and delineated the TCR repertoire in peripheral CX3CR1+CD8+ T-cell subsets and CD8+ tumor-infiltrating lymphocytes (TILs) using preclinical models. To understand the clinical utility of CX3CR1 as a circulating T-cell biomarker, we analyzed longitudinal PB samples from non-small cell lung cancer (NSCLC) patients undergoing anti-PD-1 therapy, and evaluated predictive and prognostic value of changes in the frequency of PB CX3CR1+ CD8+ T cells Methods: Female C57BL/6 mice were inoculated subcutaneously with 5 x 10^5 MC38 tumor cells per mouse on the right flank on day 0. When tumor volume reached approximately 50 mm^3, 200 µg of anti-PD-L1 Ab (clone 10F.9G2, BioXcell) and 100 µg of anti-CTLA-4 Ab (clone 9H10, BioXcell) were administered intraperitoneally every 3 days and every other day, respectively. MC38 tumor-bearing mice were treated for 14 days, and spleens and tumors were harvested. [Tumor cells] Tumors were cut into small pieces of 2-4 mm. Single-cell suspensions were obtained by mechanical dispersion consisting of two 30-min incubations at 37°C, 5% CO2 in 5 ml RPMI 1640 (Gibco) and tumor dissociation kit (Miltenyi Biotec) in C Tubes (Miltenyi Biotec) interspersed with three mechanical dispersions on a GentleMACS dissociator (Miltenyi Biotec). The tumor cell suspensions were then filtered through a cell strainer (70 μm; BD Biosciences). An EasySep Mouse CD8a Positive Selection Kit II (STEMCELL Technologies) was used to isolate murine CD8+ tumor-infiltrating lymphocytes (TILs) for TCR sequencing. [Splenocytes] Spleens were homogenized by forcing the tissue through a cell strainer (70 μm; BD Biosciences). Red blood cells in blood and spleen were lysed using ACK Lysis Buffer (Gibco). For TCR sequencing of murine splenic CD8+ T cells, single cell suspensions from freshly isolated splenocytes were stained. CD45+ CD3+ CD8+ T cells were gated, and CD27lo CX3CR1-, CD27hi CX3CR1-, and CX3CR1+ CD8+ T cells were sorted using BD FACSAria II Cell Sorter. DNA from flow-isolated murine splenic CD8+ T cells and CD8+ TILs, and PB CD8+ T cells was extracted using QIAamp DNA Micro Kit (QIAGEN). DNA was quantified using Qubit dsDNA BR Assay (Invitrogen). Amplification and sequencing of TCRβ CDR3 regions was performed using ImmunoSEQ immune profiling system at the survey level (Adaptive Biotechnologies). Sequencing was performed on an Illumina NextSeq system using 150 cycle mid-output kit (Illumina Inc.). Processed data were uploaded to the ImmunoSEQ Platform (Adaptive Biotechnologies) for bioinformatics analysis. Processed data were downloaded and frequencies/counts for TCR clonotypes and diversity were examined by nucleotide sequences after non-productive reads were filtered out. Results: Clonally expanded TCR repertoires of CD8+ TILs are enriched in the peripheral CX3CR1+ subset during ICI therapy. ICI therapy induces high degree of TCR sequence similarity and clonality between CD8+ TILs and the peripheral CX3CR1+ CD8+ T cells.
2021-01-26 | GSE165383 | GEO
Project description:Memory T cells are important for protective immunity against infectious microorganisms. Such protection is achieved by cooperative action of memory T cell populations that differ in their tissue localization and functionality. We report on the identification of the fractalkine receptor CX3CR1 as marker for stratification of memory T cells with cytotoxic effector function from those with proliferative function in both, mice and man. Based on CX3CR1 and CD62L expression levels four distinct memory T cell populations can be distinguished based on their functional properties. Transcriptome and proteome profiling revealed that CX3CR1 expression was superior to CD62L to resolve memory T cell functionality and allowed determination of a core signature of memory T cells with cytotoxic effector function. This identifies a CD62Lhi CX3CR1+ memory T cell population with an identical gene signature to CD62LlowCX3CR1+ effector memory T cells. In lymph nodes, this so far unrecognized CD62LhiCX3CR1+ T cell population shows a distinct migration pattern and anatomic positioning compared to CD62LhiCX3CR1neg TCM. Furthermore, CX3CR1+ memory T cells were scarce or absent during chronic HBV, HCV and HIV infection in man and chronic LCMV infection in mice confirming the value of CX3CR1+ in understanding principles of protective immune memory. CD8+ T cells were isolated and directly assessed or incubated with DC or LSEC. After harvesting, cells were immediately lysed in Trizol (Invitrogen) before storage at -80°C for RNA isolation.
2016-06-10 | E-GEOD-63118 | biostudies-arrayexpress
Project description:During chronic viral infection, pathogen-specifc CD8+ T cells develop into three main phenotypically and functionally distinct subsets: TCF1hi progenitor, PD-1hi exhausted, and recently identied CX3CR1+ cytotoxic effector cells. Although genetic programs governing progenitor and exhausted subset formation have been well-studied, how CX3CR1+ effector CD8+ T cell differentiation is transcriptionally and epigentically regulated remains elusive. In this study, our single cell transcriptomics and epigenetic assays revealed that three subsets of virus-specific cells were governed by distinct gene regulatory networks (GRNs) and epigenetic landscapes. Computational analyses demonstrated a striking similarity between the CX3CR1+ subset and short-live effector cells (SLECs) from acute LCMV infection. Consistently, genetic deletion of T-bet (Tbx21) significantly diminished the formation and function of the CX3CR1+ subset. Importantly, we identify that the transcription factor (TF) BATF is required to maintain a permissive chromatin structure that allows differentiation transition from TCF1+ progenitor to CX3CR1+ effector cells. Intriguingly, haplodificiency of BATF in CD8+ T cells abolished CX3CR1+ effector subset formation. Lastly, we found that BATF directly bound to key genetic regions such as Tbx21 and modulated their enhancer accessibility to facilitate progenitor to CX3CR1+ effector cell transition. These mechanistic insights can be harnessed to overcome T cell exhaustion in treating chronic infections and cancer.
2021-05-22 | GSE149752 | GEO
Project description:Memory T cells are important for protective immunity against infectious microorganisms. Such protection is achieved by cooperative action of memory T cell populations that differ in their tissue localization and functionality. We report on the identification of the fractalkine receptor CX3CR1 as marker for stratification of memory T cells with cytotoxic effector function from those with proliferative function in both, mice and man. Based on CX3CR1 and CD62L expression levels four distinct memory T cell populations can be distinguished based on their functional properties. Transcriptome and proteome profiling revealed that CX3CR1 expression was superior to CD62L to resolve memory T cell functionality and allowed determination of a core signature of memory T cells with cytotoxic effector function. This identifies a CD62Lhi CX3CR1+ memory T cell population with an identical gene signature to CD62LlowCX3CR1+ effector memory T cells. In lymph nodes, this so far unrecognized CD62LhiCX3CR1+ T cell population shows a distinct migration pattern and anatomic positioning compared to CD62LhiCX3CR1neg TCM. Furthermore, CX3CR1+ memory T cells were scarce or absent during chronic HBV, HCV and HIV infection in man and chronic LCMV infection in mice confirming the value of CX3CR1+ in understanding principles of protective immune memory. CD8+ T cells were isolated and directly assessed. After harvesting, cells were immediately lysed in Trizol (Invitrogen) before storage at -80°C for RNA isolation.
2016-06-10 | E-GEOD-63144 | biostudies-arrayexpress
Project description:During chronic viral infection, pathogen-specifc CD8+ T cells develop into three main phenotypically and functionally distinct subsets: TCF1hi progenitor, PD-1hi exhausted, and recently identied CX3CR1+ cytotoxic effector cells. Although genetic programs governing progenitor and exhausted subset formation have been well-studied, how CX3CR1+ effector CD8+ T cell differentiation is transcriptionally and epigentically regulated remains elusive. In this study, our single cell transcriptomics and epigenetic assays revealed that three subsets of virus-specific cells were governed by distinct gene regulatory networks (GRNs) and epigenetic landscapes. Computational analyses demonstrated a striking similarity between the CX3CR1+ subset and short-live effector cells (SLECs) from acute LCMV infection. Consistently, genetic deletion of T-bet (Tbx21) significantly diminished the formation and function of the CX3CR1+ subset. Importantly, we identify that the transcription factor (TF) BATF is required to maintain a permissive chromatin structure that allows differentiation transition from TCF1+ progenitor to CX3CR1+ effector cells. Intriguingly, haplodificiency of BATF in CD8+ T cells abolished CX3CR1+ effector subset formation. Lastly, we found that BATF directly bound to key genetic regions such as Tbx21 and modulated their enhancer accessibility to facilitate progenitor to CX3CR1+ effector cell transition. These mechanistic insights can be harnessed to overcome T cell exhaustion in treating chronic infections and cancer.
2021-05-22 | GSE149810 | GEO