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1.
Nat Med ; 27(6): 985-992, 2021 06.
Article in English | MEDLINE | ID: mdl-33941922

ABSTRACT

Despite initial responses1-3, most melanoma patients develop resistance4 to immune checkpoint blockade (ICB). To understand the evolution of resistance, we studied 37 tumor samples over 9 years from a patient with metastatic melanoma with complete clinical response to ICB followed by delayed recurrence and death. Phylogenetic analysis revealed co-evolution of seven lineages with multiple convergent, but independent resistance-associated alterations. All recurrent tumors emerged from a lineage characterized by loss of chromosome 15q, with post-treatment clones acquiring additional genomic driver events. Deconvolution of bulk RNA sequencing and highly multiplexed immunofluorescence (t-CyCIF) revealed differences in immune composition among different lineages. Imaging revealed a vasculogenic mimicry phenotype in NGFRhi tumor cells with high PD-L1 expression in close proximity to immune cells. Rapid autopsy demonstrated two distinct NGFR spatial patterns with high polarity and proximity to immune cells in subcutaneous tumors versus a diffuse spatial pattern in lung tumors, suggesting different roles of this neural-crest-like program in different tumor microenvironments. Broadly, this study establishes a high-resolution map of the evolutionary dynamics of resistance to ICB, characterizes a de-differentiated neural-crest tumor population in melanoma immunotherapy resistance and describes site-specific differences in tumor-immune interactions via longitudinal analysis of a patient with melanoma with an unusual clinical course.


Subject(s)
B7-H1 Antigen/genetics , Immune Checkpoint Inhibitors/therapeutic use , Melanoma/therapy , Nerve Tissue Proteins/genetics , Receptors, Nerve Growth Factor/genetics , B7-H1 Antigen/antagonists & inhibitors , B7-H1 Antigen/immunology , Chromosomes, Human, Pair 15/genetics , Drug Resistance, Neoplasm/drug effects , Female , Gene Expression Regulation, Neoplastic , Humans , Immune Checkpoint Inhibitors/adverse effects , Immunotherapy/adverse effects , Male , Melanoma/genetics , Melanoma/immunology , Melanoma/pathology , Neoplasm Metastasis , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/immunology , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/therapy , Nerve Tissue Proteins/immunology , Phylogeny , Receptors, Nerve Growth Factor/immunology , Tumor Microenvironment/drug effects
2.
Sci Adv ; 6(46)2020 11.
Article in English | MEDLINE | ID: mdl-33188016

ABSTRACT

Immune checkpoint inhibitors (ICIs) show promise, but most patients do not respond. We identify and validate biomarkers from extracellular vesicles (EVs), allowing non-invasive monitoring of tumor- intrinsic and host immune status, as well as a prediction of ICI response. We undertook transcriptomic profiling of plasma-derived EVs and tumors from 50 patients with metastatic melanoma receiving ICI, and validated with an independent EV-only cohort of 30 patients. Plasma-derived EV and tumor transcriptomes correlate. EV profiles reveal drivers of ICI resistance and melanoma progression, exhibit differentially expressed genes/pathways, and correlate with clinical response to ICI. We created a Bayesian probabilistic deconvolution model to estimate contributions from tumor and non-tumor sources, enabling interpretation of differentially expressed genes/pathways. EV RNA-seq mutations also segregated ICI response. EVs serve as a non-invasive biomarker to jointly probe tumor-intrinsic and immune changes to ICI, function as predictive markers of ICI responsiveness, and monitor tumor persistence and immune activation.

3.
G3 (Bethesda) ; 10(9): 3387-3398, 2020 09 02.
Article in English | MEDLINE | ID: mdl-32709620

ABSTRACT

The pigmentation mutation speck is a commonly used recombination marker characterized by a darkly pigmented region at the wing hinge. Identified in 1910 by Thomas Hunt Morgan, speck was characterized by Sturtevant as the most "workable" mutant in the rightmost region of the second chromosome and eventually localized to 2-107.0 and 60C1-2. Though the first speck mutation was isolated over 110 years ago, speck is still not associated with any gene. Here, as part of an undergraduate-led research effort, we show that speck is encoded by the Arylalkylamine N-acetyltransferase 1 (AANAT1) gene. Both alleles from the Morgan lab contain a retrotransposon in exon 1 of the RB transcript of the AANAT1 gene. We have also identified a new insertion allele and generated multiple deletion alleles in AANAT1 that all give a strong speck phenotype. In addition, expression of AANAT1 RNAi constructs either ubiquitously or in the dorsal portion of the developing wing generates a similar speck phenotype. We find that speck alleles have additional phenotypes, including ectopic pigmentation in the posterior pupal case, leg joints, cuticular sutures and overall body color. We propose that the acetylated dopamine generated by AANAT1 decreases the dopamine pool available for melanin production. When AANAT1 function is decreased, the excess dopamine enters the melanin pathway to generate the speck phenotype.


Subject(s)
Acetyltransferases , Drosophila melanogaster , Acetyltransferases/genetics , Alleles , Animals , Drosophila Proteins , Drosophila melanogaster/genetics , Mutation , Phenotype , Pupa , Wings, Animal
4.
J Immunol ; 204(4): 858-867, 2020 02 15.
Article in English | MEDLINE | ID: mdl-31924652

ABSTRACT

Thymic regulatory T cells (tTreg) are critical in the maintenance of normal T cell immunity and tolerance. The role of TCR in tTreg selection remains incompletely understood. In this study, we assessed TCRα and TCRß sequences of mouse tTreg and thymic conventional CD4+ T cells (Tconv) by high-throughput sequencing. We identified αß TCR sequences that were unique to either tTreg or Tconv and found that these were distinct as recognized by machine learning algorithm and by preferentially used amino acid trimers in αß CDR3 of tTreg. In addition, a proportion of αß TCR sequences expressed by tTreg were also found in Tconv, and machine learning classified the great majority of these shared αß TCR sequences as characteristic of Tconv and not tTreg. These findings identify two populations of tTreg, one in which the regulatory T cell fate is associated with unique properties of the TCR and another with TCR properties characteristic of Tconv for which tTreg fate is determined by factors beyond TCR sequence.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Receptors, Antigen, T-Cell, alpha-beta/genetics , T-Lymphocytes, Regulatory/immunology , Animals , CD4-Positive T-Lymphocytes/metabolism , High-Throughput Nucleotide Sequencing , Machine Learning , Mice , Receptors, Antigen, T-Cell, alpha-beta/metabolism , T-Lymphocytes, Regulatory/metabolism
5.
Cell Rep ; 19(3): 569-583, 2017 04 18.
Article in English | MEDLINE | ID: mdl-28423320

ABSTRACT

A diverse T cell receptor (TCR) repertoire is essential for controlling viral infections. However, information about TCR repertoires to defined viral antigens is limited. We performed a comprehensive analysis of CD8+ TCR repertoires for two dominant viral epitopes: pp65495-503 (NLV) of cytomegalovirus and M158-66 (GIL) of influenza A virus. The highly individualized repertoires (87-5,533 α or ß clonotypes per subject) comprised thousands of unique TCRα and TCRß sequences and dozens of distinct complementary determining region (CDR)3α and CDR3ß motifs. However, diversity is effectively restricted by preferential V-J combinations, CDR3 lengths, and CDR3α/CDR3ß pairings. Structures of two GIL-specific TCRs bound to GIL-HLA-A2 provided a potential explanation for the lower diversity of GIL-specific versus NLV-specific repertoires. These anti-viral TCRs occupied up to 3.4% of the CD8+ TCRß repertoire, ensuring broad T cell responses to single epitopes. Our portrait of two anti-viral TCR repertoires may inform the development of predictors of immune protection.


Subject(s)
Antigens, Viral/immunology , CD8-Positive T-Lymphocytes/immunology , Immunodominant Epitopes/immunology , Receptors, Antigen, T-Cell/chemistry , Receptors, Antigen, T-Cell/immunology , Adult , Amino Acid Motifs , Amino Acid Sequence , Antibody Affinity/immunology , Clone Cells , Complementarity Determining Regions/immunology , Consensus Sequence , Cytomegalovirus/immunology , HLA-A2 Antigen/immunology , Humans , Influenza A virus/immunology , Peptides/chemistry , Peptides/metabolism , Protein Binding , Species Specificity
6.
Oncotarget ; 7(26): 38988-38998, 2016 Jun 28.
Article in English | MEDLINE | ID: mdl-27102155

ABSTRACT

Ionizing radiation (IR) is a major source of cellular damage and the immediate cellular response to IR has been well characterized. But the long-term impact of IR on cell function and its relationship with aging are not known. Here, we examined the IR effects on telomere length and other biomarkers 50 to 68 years post-exposure (two time points per person) in survivors of the atomic bombing at Hiroshima during WWII. We found that telomere length of leukocytes was inversely correlated with the dose of IR (p=0.008), and this effect was primarily found in survivors who were exposed at younger ages; specifically those <12 years old (p=0.0004). Although a dose-related retardation of telomere shortening with age was observed in the cross-sectional data, longitudinal follow-up after 11 years did not show IR exposure-related alteration of the rate of telomere shortening with age. In addition, IR diminished the associations between telomere length and selected aging biomarkers that were observed in survivors with no dose. These included uric acid metabolism, cytokines, and blood T cell counts. These findings showed long-lasting detrimental effects of IR on telomere length of leukocytes in both dose- and age-at-exposure dependent manner, and on alterations of biomarkers with aging.


Subject(s)
Biomarkers/metabolism , Leukocytes/metabolism , Leukocytes/radiation effects , Nuclear Weapons , Radiation Exposure , Telomere/ultrastructure , Age Factors , Aged , Aged, 80 and over , Aging , Biomarkers, Tumor , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Japan , Longitudinal Studies , Male , Middle Aged , Radiation, Ionizing , Survivors , Telomere/radiation effects , Telomere Shortening
7.
J Leukoc Biol ; 99(3): 505-13, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26394815

ABSTRACT

The TCR repertoire serves as a reservoir of TCRs for recognizing all potential pathogens. Two major types of T cells, CD4(+) and CD8(+), that use the same genetic elements and process to generate a functional TCR differ in their recognition of peptide bound to MHC class II and I, respectively. However, it is currently unclear to what extent the TCR repertoire of CD4(+) and CD8(+) T cells is different. Here, we report a comparative analysis of the TCRß repertoires of CD4(+) and CD8(+) T cells by use of a 5' rapid amplification of cDNA ends-PCR-sequencing method. We found that TCRß richness of CD4(+) T cells ranges from 1.2 to 9.8 × 10(4) and is approximately 5 times greater, on average, than that of CD8(+) T cells in each study subject. Furthermore, there was little overlap in TCRß sequences between CD4(+) (0.3%) and CD8(+) (1.3%) T cells. Further analysis showed that CD4(+) and CD8(+) T cells exhibited distinct preferences for certain amino acids in the CDR3, and this was confirmed further by a support vector machine classifier, suggesting that there are distinct and discernible differences between TCRß CDR3 in CD4(+) and CD8(+) T cells. Finally, we identified 5-12% of the unique TCRßs that share an identical CDR3 with different variable genes. Together, our findings reveal the distinct features of the TCRß repertoire between CD4(+) and CD8(+) T cells and could potentially be used to evaluate the competency of T cell immunity.


Subject(s)
Amino Acids/analysis , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , Complementarity Determining Regions/analysis , Receptors, Antigen, T-Cell, alpha-beta/analysis , Adult , Aged , Genes, T-Cell Receptor beta , Humans , Middle Aged , Receptors, Antigen, T-Cell, alpha-beta/chemistry
8.
Brain Behav Immun ; 46: 168-79, 2015 May.
Article in English | MEDLINE | ID: mdl-25653192

ABSTRACT

BACKGROUND: Norepinephrine (NE) is one of the primary catecholamines of the sympathetic nervous system released during a stress response and plays an important role in modulating immune function. NE binds to the adrenergic receptors on immune cells, including T cells, resulting in either suppressed or enhanced function depending on the type of cell, activation status of the cell, duration of NE exposure and concentration of NE. Here, we aim to analyze the effects of NE on the functionality of naïve (Tn), central memory (Tcm) and effector memory (Tem) CD8 T cells. METHODS: We isolated CD8 T cell subsets from healthy human adults and treated cells in vitro with NE (1×10(-6)M) for 16h; we then stimulated NE treated and untreated CD8 T cell subsets with antibodies for CD3 and CD28 for 24 and 72h. We assessed the level of beta-2 adrenergic receptor (ADRB2) expression in these cells as well as global gene expression changes in NE treated Tcm cells by microarray analysis. Altered expressed genes after NE treatment were identified and further confirmed by RT-qPCR, and by ELISA for protein changes. We further determined whether the observed NE effects on memory CD8 T cells are mediated by ADRB2 using specific adrenergic receptor agonist and antagonists. Finally, we examined the levels of mRNA and protein of the NE-induced genes in healthy adults with high serum levels of NE (>150pg/mL) compared to low levels (<150pg/mL). RESULTS: We found that memory (Tcm and Tem) CD8 T cells expressed a significantly higher level of ADRB2 compared to naïve cells. Consequently, memory CD8 T cells were significantly more sensitive than naïve cells to NE induced changes in gene expressions in vitro. Global gene expression analysis revealed that NE induced an elevated expression of inflammatory cytokines and chemokines in resting and activated memory CD8 T cells in addition to a reduced expression of growth-related cytokines. The effects of NE on memory CD8 T cells were primarily mediated by ADRB2 as confirmed by the adrenergic receptor agonist and antagonist assays. Finally, individuals with high serum levels of NE had similar elevated gene expressions observed in vitro compared to the low NE group. CONCLUSIONS: Our results demonstrate that NE preferentially modulates the functions of memory CD8 T cells by inducing inflammatory cytokine production and reducing activation-induced memory CD8 T cell expansion.


Subject(s)
CD8-Positive T-Lymphocytes/drug effects , Cell Proliferation/drug effects , Cytokines/metabolism , Lymphocyte Activation/drug effects , Norepinephrine/pharmacology , CD8-Positive T-Lymphocytes/metabolism , Humans , Receptors, Adrenergic, beta-2/metabolism
9.
Aging Cell ; 14(2): 200-8, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25620312

ABSTRACT

Chemokines play a pivotal role in regulating the immune response through a tightly controlled expression. Elevated levels of inflammatory chemokines commonly occur with aging but the mechanism underlying this age-associated change is not fully understood. Here, we report the role of microRNA-125b (miR-125b) in regulating inflammatory CC chemokine 4 (CCL4) expression in human immune cells and its altered expression with aging. We first analyzed the mRNA level of CCL4 in eight different types of immune cells including CD4 and CD8 T-cell subsets (naïve, central and effector memory), B cells and monocytes in blood from both young (≤42 years) and old (≥70 years) adults. We observed that monocytes and naïve CD8 T cells expressed higher levels of CCL4 and exhibited an age-related increase in CCL4. We then found the level of miR-125b was inversely correlated with the level of CCL4 in these cells, and the level of miR-125b was reduced in monocytes and naïve CD8 T cells of the old compared to the young adults. Knock-down of miR-125b by shRNA in monocytes and naïve CD8 T cells led to an increase of CCL4 protein, whereas enhanced miR-125b expression by transfection in naïve CD8 T cells resulted in a reduction of the CCL4 mRNA and protein in response to stimulation. Finally, we demonstrated that miR-125b action requires the 'seed' sequence in 3'UTR of CCL4. Together these findings demonstrated that miR-125b is a negative regulator of CCL4 and its reduction is partially responsible for the age-related increase of CCL4.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Cellular Senescence/immunology , Chemokine CCL4/biosynthesis , MicroRNAs/immunology , Monocytes/immunology , 3' Untranslated Regions , Age Factors , Aged , Chemokine CCL4/genetics , Chemokine CCL4/immunology , Humans , Lymphocyte Activation , MicroRNAs/biosynthesis , MicroRNAs/genetics
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