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1.
Nat Cancer ; 4(5): 629-647, 2023 05.
Article in English | MEDLINE | ID: mdl-37217651

ABSTRACT

Immunotherapy revolutionized treatment options in cancer, yet the mechanisms underlying resistance in many patients remain poorly understood. Cellular proteasomes have been implicated in modulating antitumor immunity by regulating antigen processing, antigen presentation, inflammatory signaling and immune cell activation. However, whether and how proteasome complex heterogeneity may affect tumor progression and the response to immunotherapy has not been systematically examined. Here, we show that proteasome complex composition varies substantially across cancers and impacts tumor-immune interactions and the tumor microenvironment. Through profiling of the degradation landscape of patient-derived non-small-cell lung carcinoma samples, we find that the proteasome regulator PSME4 is upregulated in tumors, alters proteasome activity, attenuates presented antigenic diversity and associates with lack of response to immunotherapy. Collectively, our approach affords a paradigm by which proteasome composition heterogeneity and function should be examined across cancer types and targeted in the context of precision oncology.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Antigen Presentation , Lung Neoplasms/pathology , Precision Medicine , Proteasome Endopeptidase Complex/metabolism , Tumor Microenvironment
2.
Nat Biotechnol ; 41(2): 239-251, 2023 02.
Article in English | MEDLINE | ID: mdl-36203013

ABSTRACT

Post-translational modification (PTM) of antigens provides an additional source of specificities targeted by immune responses to tumors or pathogens, but identifying antigen PTMs and assessing their role in shaping the immunopeptidome is challenging. Here we describe the Protein Modification Integrated Search Engine (PROMISE), an antigen discovery pipeline that enables the analysis of 29 different PTM combinations from multiple clinical cohorts and cell lines. We expanded the antigen landscape, uncovering human leukocyte antigen class I binding motifs defined by specific PTMs with haplotype-specific binding preferences and revealing disease-specific modified targets, including thousands of new cancer-specific antigens that can be shared between patients and across cancer types. Furthermore, we uncovered a subset of modified peptides that are specific to cancer tissue and driven by post-translational changes that occurred in the tumor proteome. Our findings highlight principles of PTM-driven antigenicity, which may have broad implications for T cell-mediated therapies in cancer and beyond.


Subject(s)
Neoplasms , Protein Processing, Post-Translational , Humans , Protein Processing, Post-Translational/genetics , Peptides/genetics , Antigens , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/metabolism , Neoplasms/genetics
3.
J Mol Biol ; 433(21): 167219, 2021 10 15.
Article in English | MEDLINE | ID: mdl-34464654

ABSTRACT

Protein modification by ubiquitin or SUMO can alter the function, stability or activity of target proteins. Previous studies have identified thousands of substrates that were modified by ubiquitin or SUMO on the same lysine residue. However, it remains unclear whether such overlap could result from a mere higher solvent accessibility, whether proteins containing those sites are associated with specific functional traits, and whether selectively perturbing their modification by ubiquitin or SUMO could result in different phenotypic outcomes. Here, we mapped reported lysine modification sites across the human proteome and found an enrichment of sites reported to be modified by both ubiquitin and SUMO. Our analysis uncovered thousands of proteins containing such sites, which we term Sites of Alternative Modification (SAMs). Among more than 36,000 sites reported to be modified by SUMO, 51.8% have also been reported to be modified by ubiquitin. SAM-containing proteins are associated with diverse biological functions including cell cycle, DNA damage, and transcriptional regulation. As such, our analysis highlights numerous proteins and pathways as putative targets for further elucidating the crosstalk between ubiquitin and SUMO. Comparing the biological and biochemical properties of SAMs versus other non-overlapping modification sites revealed that these sites were associated with altered cellular localization or abundance of their host proteins. Lastly, using S. cerevisiae as model, we show that mutating the SAM motif in a protein can influence its ubiquitination as well as its localization and abundance.


Subject(s)
Cell Cycle/genetics , Protein Processing, Post-Translational , Saccharomyces cerevisiae/metabolism , Small Ubiquitin-Related Modifier Proteins/metabolism , Ubiquitin/metabolism , Amino Acid Motifs , Computational Biology/methods , DNA Damage , Humans , Lysine/metabolism , Mutagenesis, Site-Directed , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/ultrastructure , Small Ubiquitin-Related Modifier Proteins/genetics , Sumoylation , Transcription, Genetic , Ubiquitin/genetics
4.
Expert Rev Proteomics ; 16(8): 711-716, 2019 08.
Article in English | MEDLINE | ID: mdl-31387416

ABSTRACT

Introduction: Degradation of proteins by cellular proteasomes is critical for the fidelity of protein homeostasis and proper cell function. Indeed, perturbations in proteasome function, as well as the degradation of specific substrates, are associated with a variety of human diseases. Yet, monitoring and analyzing protein degradation in a high throughput manner in physiology and pathology remains limited. Areas covered: Here we discuss several of the recently developed mass spectrometry-based methods for studying proteasome-mediated cellular degradation and discuss their advantages and limitations. We highlight Mass Spectrometry Analysis of Proteolytic Peptides (MAPP), a method designed to purify and identify proteasome-cleaved cellular proteins as a novel approach in molecular and clinical profiling of human disease. Expert opinion: The recent improvement of proteomics technologies now offers an unprecedented ability to study disease in clinical settings. Expanding clinical studies to include the degradation landscape will provide a new resolution to complement the cellular proteome. In turn, this holds promise to provide both new disease targets and novel peptide biomarkers which will further enhance personalized proteomics.


Subject(s)
Mass Spectrometry/methods , Proteome/metabolism , Animals , Humans , Proteasome Endopeptidase Complex/metabolism , Proteomics/methods , Ubiquitin/metabolism
5.
Article in English | MEDLINE | ID: mdl-31322460

ABSTRACT

Introduction: Degradation of proteins by cellular proteasomes is critical for the fidelity of protein homeostasis and proper cell function. Indeed, perturbations in proteasome function, as well as the degradation of specific substrates, are associated with a variety of human diseases. Yet, monitoring and analyzing protein degradation in a high throughput manner in physiology and pathology remains limited. Areas Covered: Here we discuss several of the recently developed mass spectrometry-based methods for studying proteasome-mediated cellular degradation and discuss their advantages and limitations. We highlight Mass Spectrometry Analysis of Proteolytic Peptides (MAPP), a method designed to purify and identify proteasome-cleaved cellular proteins as a novel approach in molecular and clinical profiling of human disease. Expert Opinion: The recent improvement of proteomics technologies now offers an unprecedented ability to study disease in clinical settings. Expanding clinical studies to include the degradation landscape will provide a new resolution to complement the cellular proteome. In turn, this holds promise to provide both new disease targets and novel peptide biomarkers which will further enhance personalized proteomics.

6.
Front Immunol ; 10: 141, 2019.
Article in English | MEDLINE | ID: mdl-30833945

ABSTRACT

Antigen presentation on HLA molecules is a major mechanism by which the immune system monitors self and non-self-recognition. Importantly, HLA-I presentation has gained much attention through its role in eliciting anti-tumor immunity. Several determinants controlling the peptides presented on HLA have been uncovered, mainly through the study of model substrates and large-scale immunopeptidome analyses. These determinants include the relative abundances of proteins in the cell, the stability or turnover rate of these proteins and the binding affinities of a given peptide to the HLA haplotypes found in a cell. However, the regulatory principles involved in selection and regulation of specific antigens in response to tumor pro-inflammatory signals remain largely unknown. Here, we chose to examine the effect that TNFα and IFNγ stimulation may exert on the immunopeptidome landscape of lung cancer cells. We show that the expression of many of the proteins involved in the class I antigen presentation pathway are changed by pro-inflammatory cytokines. Further, we could show that increased expression of the HLA-B allomorph drives a significant change in HLA-bound antigens, independently of the significant changes observed in the cellular proteome. Finally, we observed increased HLA-B levels in correlation with tumor infiltration across the TCGA lung cancer cohorts. Taken together, our results suggest that the immunopeptidome landscape should be examined in the context of anti-tumor immunity whereby signals in the microenvironment may be critical in shaping and modulating this important aspect of host-tumor interactions.


Subject(s)
HLA-B Antigens/immunology , Interferon-gamma/pharmacology , Lung Neoplasms/immunology , Peptides/immunology , Tumor Necrosis Factor-alpha/pharmacology , A549 Cells , Humans , Proteome
7.
Nat Biotechnol ; 2018 Oct 22.
Article in English | MEDLINE | ID: mdl-30346940

ABSTRACT

Cellular function is critically regulated through degradation of substrates by the proteasome. To enable direct analysis of naturally cleaved proteasomal peptides under physiological conditions, we developed mass spectrometry analysis of proteolytic peptides (MAPP), a method for proteasomal footprinting that allows for capture, isolation and analysis of proteasome-cleaved peptides. Application of MAPP to cancer cell lines as well as primary immune cells revealed dynamic modulation of the cellular degradome in response to various stimuli, such as proinflammatory signals. Further, we performed analysis of minute amounts of clinical samples by studying cells from the peripheral blood of patients with systemic lupus erythematosus (SLE). We found increased degradation of histones in patient immune cells, thereby suggesting a role of aberrant proteasomal degradation in the pathophysiology of SLE. Thus, MAPP offers a broadly applicable method to facilitate the study of the cellular-degradation landscape in various cellular conditions and diseases involving changes in proteasomal degradation, including protein aggregation diseases, autoimmunity and cancer.

8.
J Mol Biol ; 427(11): 1995-2012, 2015 Jun 05.
Article in English | MEDLINE | ID: mdl-25728651

ABSTRACT

The sensing of viral DNA is an essential step of cellular immune response to infections with DNA viruses. These human pathogens are spread worldwide, triggering a wide range of virus-induced diseases, and are associated with high levels of morbidity and mortality. Despite similarities between DNA molecules, mammalian cells have the remarkable ability to distinguish viral DNA from their own DNA. This detection is carried out by specialized antiviral proteins, called DNA sensors. These sensors bind to foreign DNA to activate downstream immune signaling pathways and alert neighboring cells by eliciting the expression of antiviral cytokines. The sensing of viral DNA was shown to occur both in the cytoplasm and in the nucleus of infected cells, disproving the notion that sensing occurred by simple spatial separation of viral and host DNA. A number of omic approaches, in particular, mass-spectrometry-based proteomic methods, have significantly contributed to the constantly evolving field of viral DNA sensing. Here, we review the impact of omic methods on the identification of viral DNA sensors, as well as on the characterization of mechanisms involved in host defense or viral immune evasion.


Subject(s)
DNA, Viral/metabolism , Host-Pathogen Interactions/immunology , Immune Evasion , Proteins/metabolism , Proteomics/methods , Animals , Cytoplasm/genetics , Cytoplasm/virology , Humans , Mammals/immunology , Mass Spectrometry/methods , Nuclear Proteins/immunology , Nuclear Proteins/metabolism , Nucleotidyltransferases/immunology , Nucleotidyltransferases/metabolism , Phosphoproteins/immunology , Phosphoproteins/metabolism , Protein Interaction Maps , Proteins/analysis , Proteins/immunology , Signal Transduction/immunology
9.
Mol Cell Proteomics ; 14(9): 2341-56, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25693804

ABSTRACT

The interferon-inducible protein IFI16 has emerged as a critical antiviral factor and sensor of viral DNA. IFI16 binds nuclear viral DNA, triggering expression of antiviral cytokines during infection with herpesviruses. The knowledge of the mechanisms and protein interactions through which IFI16 exerts its antiviral functions remains limited. Here, we provide the first characterization of endogenous IFI16 interactions following infection with the prominent human pathogen herpes simplex virus 1 (HSV-1). By integrating proteomics and virology approaches, we identified and validated IFI16 interactions with both viral and host proteins that are involved in HSV-1 immunosuppressive mechanisms and host antiviral responses. We discover that during early HSV-1 infection, IFI16 is recruited to sub-nuclear puncta and subsequently targeted for degradation. We observed that the HSV-1 E3 ubiquitin ligase ICP0 is necessary, but not sufficient, for the proteasom e-mediated degradation of IFI16 following infection. We substantiate that this ICP0-mediated mechanism suppresses IFI16-dependent immune responses. Utilizing an HSV-1 strain that lacks ICP0 ubiquitin ligase activity provided a system for studying IFI16-dependent cytokine responses to HSV-1, as IFI16 levels were maintained throughout infection. We next defined temporal IFI16 interactions during this immune signaling response. We discovered and validated interactions with the viral protein ICP8 and cellular ND10 nuclear body components, sites at which HSV-1 DNA is present during infection. These interactions may be critical for IFI16 to bind to nuclear viral DNA. Altogether, our results provide critical insights into both viral inhibition of IFI16 and interactions that can contribute to IFI16 antiviral functions.


Subject(s)
Herpes Simplex/immunology , Herpesvirus 1, Human/immunology , Nuclear Proteins/metabolism , Phosphoproteins/metabolism , Proteomics/methods , Cells, Cultured , Cytokines/metabolism , DNA, Viral/metabolism , DNA-Binding Proteins/metabolism , Gene Expression Regulation , HEK293 Cells , Herpes Simplex/virology , Herpesvirus 1, Human/genetics , Herpesvirus 1, Human/metabolism , Humans , Immediate-Early Proteins/genetics , Immediate-Early Proteins/metabolism , Proteolysis , Signal Transduction , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism , Viral Proteins/metabolism
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