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1.
Cell ; 184(17): 4401-4413.e10, 2021 08 19.
Article in English | MEDLINE | ID: mdl-34265281

ABSTRACT

The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants that escape convalescent and vaccine-induced antibody responses has renewed focus on the development of broadly protective T-cell-based vaccines. Here, we apply structure-based network analysis and assessments of HLA class I peptide stability to define mutationally constrained CD8+ T cell epitopes across the SARS-CoV-2 proteome. Highly networked residues are conserved temporally among circulating variants and sarbecoviruses and disproportionately impair spike pseudotyped lentivirus infectivity when mutated. Evaluation of HLA class I stabilizing activity for 18 globally prevalent alleles identifies CD8+ T cell epitopes within highly networked regions with limited mutational frequencies in circulating SARS-CoV-2 variants and deep-sequenced primary isolates. Moreover, these epitopes elicit demonstrable CD8+ T cell reactivity in convalescent individuals but reduced recognition in recipients of mRNA-based vaccines. These data thereby elucidate key mutationally constrained regions and immunogenic epitopes in the SARS-CoV-2 proteome for a global T-cell-based vaccine against emerging variants and SARS-like coronaviruses.


Subject(s)
COVID-19 Vaccines/immunology , Epitopes, T-Lymphocyte , CD8-Positive T-Lymphocytes/immunology , COVID-19/immunology , COVID-19/prevention & control , COVID-19 Vaccines/chemistry , HLA Antigens/immunology , Humans , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/metabolism
2.
Med Teach ; 38(1): 36-40, 2016.
Article in English | MEDLINE | ID: mdl-25401409

ABSTRACT

Poorly designed healthcare systems increase costs and preventable medical errors. To address these issues, systems-based practice (SBP) education provides future physicians with the tools to identify systemic errors and implement quality improvement (QI) initiatives to enhance the delivery of cost-effective, safe and multi-disciplinary care. Although SBP education is being implemented in residency programs and is mandated by the Accreditation Council for Graduate Medical Education (ACGME) as one of its core competencies, it has largely not been integrated into undergraduate medical education. We propose that Medical Student-Faculty Collaborative Clinics (MSFCCs) may be the ideal environment in which to train medical students in SBPs and QI initiatives, as they allow students to play pivotal roles in project development, administration, and management. Here we describe a process of experiential learning that was developed within a newly established MSFCC, which challenged students to identify inefficiencies, implement interventions, and track the results. After identifying bottlenecks in clinic operations, our students designed a patient visit tracker tool to monitor clinic flow and implemented solutions to decrease patient visit times. Our model allowed students to drive their own active learning in a practical clinical setting, providing early and unique training in crucial QI skills.


Subject(s)
Ambulatory Care Facilities/organization & administration , Internship and Residency/organization & administration , Problem-Based Learning/organization & administration , Quality Improvement/organization & administration , Workflow , Appointments and Schedules , Efficiency, Organizational , Humans , Program Evaluation , Time Factors
3.
J Cell Sci ; 126(Pt 22): 5305-12, 2013 Nov 15.
Article in English | MEDLINE | ID: mdl-24046449

ABSTRACT

Dynamin, which is encoded by three genes in mammals, is a GTPase implicated in endocytic membrane fission. Dynamin 1 and 3 are predominantly expressed in brain, whereas dynamin 2 is ubiquitously expressed. With the goal of assessing the impact of the lack of dynamin on cell physiology, we previously generated and characterized dynamin 1 and 2 double knockout (DKO) fibroblasts. These DKO cells were unexpectedly viable in spite of a severe impairment of clathrin-mediated endocytosis. As low-level expression of the dynamin 3 gene in these cells could not be excluded, we have now engineered dynamin 1, 2 and 3 triple KO (TKO) fibroblasts. These cells did not reveal any additional defects beyond what was previously observed in DKO fibroblasts. Surprisingly, although fluid-phase endocytosis and peripheral membrane ruffling were not impaired by the lack of all three dynamins, two structurally similar, widely used dynamin inhibitors, dynasore and Dyngo-4a, robustly inhibited these two processes both in wild-type and TKO cells. Dynamin TKO cells will be useful tools for the further exploration of dynamin-dependent processes and the development of more specific dynamin inhibitors.


Subject(s)
Dynamin III/metabolism , Dynamin II/metabolism , Dynamin I/metabolism , Synapses/metabolism , Animals , Cells, Cultured , Dynamin I/genetics , Dynamin II/genetics , Dynamin III/genetics , Endocytosis/genetics , Fibroblasts/metabolism , Gene Expression Regulation/drug effects , Gene Knockout Techniques , Hydrazones/pharmacology , Mice , Naphthols/pharmacology
4.
Cancer Discov ; 14(5): 766-785, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38319303

ABSTRACT

Adding anti-programmed cell death protein 1 (anti-PD-1) to 5-fluorouracil (5-FU)/platinum improves survival in some advanced gastroesophageal adenocarcinomas (GEA). To understand the effects of chemotherapy and immunotherapy, we conducted a phase II first-line trial (n = 47) sequentially adding pembrolizumab to 5-FU/platinum in advanced GEA. Using serial biopsy of the primary tumor at baseline, after one cycle of 5-FU/platinum, and after the addition of pembrolizumab, we transcriptionally profiled 358,067 single cells to identify evolving multicellular tumor microenvironment (TME) networks. Chemotherapy induced early on-treatment multicellular hubs with tumor-reactive T-cell and M1-like macrophage interactions in slow progressors. Faster progression featured increased MUC5A and MSLN containing treatment resistance programs in tumor cells and M2-like macrophages with immunosuppressive stromal interactions. After pembrolizumab, we observed increased CD8 T-cell infiltration and development of an immunity hub involving tumor-reactive CXCL13 T-cell program and epithelial interferon-stimulated gene programs. Strategies to drive increases in antitumor immune hub formation could expand the portion of patients benefiting from anti-PD-1 approaches. SIGNIFICANCE: The benefit of 5-FU/platinum with anti-PD-1 in first-line advanced gastric cancer is limited to patient subgroups. Using a trial with sequential anti-PD-1, we show coordinated induction of multicellular TME hubs informs the ability of anti-PD-1 to potentiate T cell-driven responses. Differential TME hub development highlights features that underlie clinical outcomes. This article is featured in Selected Articles from This Issue, p. 695.


Subject(s)
Stomach Neoplasms , Tumor Microenvironment , Humans , Stomach Neoplasms/drug therapy , Stomach Neoplasms/immunology , Stomach Neoplasms/pathology , Tumor Microenvironment/immunology , Tumor Microenvironment/drug effects , Male , Immunotherapy/methods , Fluorouracil/therapeutic use , Fluorouracil/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Female , Middle Aged , Aged , Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal, Humanized/pharmacology
5.
Cell Rep ; 36(2): 109378, 2021 07 13.
Article in English | MEDLINE | ID: mdl-34260940

ABSTRACT

Defining factors that govern CD8+ T cell immunodominance is critical for the rational design of vaccines for viral pathogens. Here, we assess the contribution of human leukocyte antigen (HLA) class-I-peptide stability for 186 optimal HIV epitopes across 18 HLA alleles using transporter associated with antigen processing (TAP)-deficient mono-allelic HLA-expressing cell lines. We find that immunodominant HIV epitopes increase surface stabilization of HLA class-I molecules in comparison to subdominant epitopes. HLA class-I-peptide stability is also strongly correlated with overall immunodominance hierarchies, particularly for epitopes from high-abundance proteins (e.g., Gag). Moreover, HLA alleles associated with HIV protection are preferentially stabilized by epitopes derived from topologically important viral regions at a greater frequency than neutral and risk alleles. These findings indicate that relative stabilization of HLA class-I is a key factor for CD8+ T cell epitope immunodominance hierarchies, with implications for HIV control and the design of T-cell-based vaccines.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , HIV Infections/immunology , Histocompatibility Antigens Class I/immunology , Immunodominant Epitopes/immunology , Peptides/immunology , Alleles , Female , HEK293 Cells , Humans , Protein Denaturation , Protein Stability , Surface Properties
6.
Nat Genet ; 49(2): 193-203, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27992415

ABSTRACT

Host proteins are essential for HIV entry and replication and can be important nonviral therapeutic targets. Large-scale RNA interference (RNAi)-based screens have identified nearly a thousand candidate host factors, but there is little agreement among studies and few factors have been validated. Here we demonstrate that a genome-wide CRISPR-based screen identifies host factors in a physiologically relevant cell system. We identify five factors, including the HIV co-receptors CD4 and CCR5, that are required for HIV infection yet are dispensable for cellular proliferation and viability. Tyrosylprotein sulfotransferase 2 (TPST2) and solute carrier family 35 member B2 (SLC35B2) function in a common pathway to sulfate CCR5 on extracellular tyrosine residues, facilitating CCR5 recognition by the HIV envelope. Activated leukocyte cell adhesion molecule (ALCAM) mediates cell aggregation, which is required for cell-to-cell HIV transmission. We validated these pathways in primary human CD4+ T cells through Cas9-mediated knockout and antibody blockade. Our findings indicate that HIV infection and replication rely on a limited set of host-dispensable genes and suggest that these pathways can be studied for therapeutic intervention.


Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats/genetics , HIV Infections/genetics , Host-Pathogen Interactions/genetics , Activated-Leukocyte Cell Adhesion Molecule/genetics , Cell Line , Genome/genetics , HIV-1/pathogenicity , Humans , Membrane Proteins/genetics , RNA Interference/physiology , Receptors, CCR5/genetics , Sulfotransferases/genetics , Virus Replication/genetics
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