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1.
Cell ; 183(3): 818-834.e13, 2020 10 29.
Article in English | MEDLINE | ID: mdl-33038342

ABSTRACT

Many approaches to identify therapeutically relevant neoantigens couple tumor sequencing with bioinformatic algorithms and inferred rules of tumor epitope immunogenicity. However, there are no reference data to compare these approaches, and the parameters governing tumor epitope immunogenicity remain unclear. Here, we assembled a global consortium wherein each participant predicted immunogenic epitopes from shared tumor sequencing data. 608 epitopes were subsequently assessed for T cell binding in patient-matched samples. By integrating peptide features associated with presentation and recognition, we developed a model of tumor epitope immunogenicity that filtered out 98% of non-immunogenic peptides with a precision above 0.70. Pipelines prioritizing model features had superior performance, and pipeline alterations leveraging them improved prediction performance. These findings were validated in an independent cohort of 310 epitopes prioritized from tumor sequencing data and assessed for T cell binding. This data resource enables identification of parameters underlying effective anti-tumor immunity and is available to the research community.


Subject(s)
Antigens, Neoplasm/immunology , Epitopes/immunology , Neoplasms/immunology , Alleles , Antigen Presentation/immunology , Cohort Studies , Humans , Peptides/immunology , Programmed Cell Death 1 Receptor , Reproducibility of Results
2.
Lancet Oncol ; 22(1): 118-131, 2021 01.
Article in English | MEDLINE | ID: mdl-33387490

ABSTRACT

BACKGROUND: Standard chemotherapy remains inadequate in metastatic pancreatic adenocarcinoma. Combining an agonistic CD40 monoclonal antibody with chemotherapy induces T-cell-dependent tumour regression in mice and improves survival. In this study, we aimed to evaluate the safety of combining APX005M (sotigalimab) with gemcitabine plus nab-paclitaxel, with and without nivolumab, in patients with pancreatic adenocarcinoma to establish the recommended phase 2 dose. METHODS: This non-randomised, open-label, multicentre, four-cohort, phase 1b study was done at seven academic hospitals in the USA. Eligible patients were adults aged 18 years and older with untreated metastatic pancreatic adenocarcinoma, Eastern Cooperative Oncology Group performance status score of 0-1, and measurable disease by Response Evaluation Criteria in Solid Tumors version 1.1. All patients were treated with 1000 mg/m2 intravenous gemcitabine and 125 mg/m2 intravenous nab-paclitaxel. Patients received 0·1 mg/kg intravenous APX005M in cohorts B1 and C1 and 0·3 mg/kg in cohorts B2 and C2. In cohorts C1 and C2, patients also received 240 mg intravenous nivolumab. Primary endpoints comprised incidence of adverse events in all patients who received at least one dose of any study drug, incidence of dose-limiting toxicities (DLTs) in all patients who had a DLT or received at least two doses of gemcitabine plus nab-paclitaxel and one dose of APX005M during cycle 1, and establishing the recommended phase 2 dose of intravenous APX005M. Objective response rate in the DLT-evaluable population was a key secondary endpoint. This trial (PRINCE, PICI0002) is registered with ClinicalTrials.gov, NCT03214250 and is ongoing. FINDINGS: Between Aug 22, 2017, and July 10, 2018, of 42 patients screened, 30 patients were enrolled and received at least one dose of any study drug; 24 were DLT-evaluable with median follow-up 17·8 months (IQR 16·0-19·4; cohort B1 22·0 months [21·4-22·7], cohort B2 18·2 months [17·0-18·9], cohort C1 17·9 months [14·3-19·7], cohort C2 15·9 months [12·7-16·1]). Two DLTs, both febrile neutropenia, were observed, occurring in one patient each for cohorts B2 (grade 3) and C1 (grade 4). The most common grade 3-4 treatment-related adverse events were lymphocyte count decreased (20 [67%]; five in B1, seven in B2, four in C1, four in C2), anaemia (11 [37%]; two in B1, four in B2, four in C1, one in C2), and neutrophil count decreased (nine [30%]; three in B1, three in B2, one in C1, two in C2). 14 (47%) of 30 patients (four each in B1, B2, C1; two in C2) had a treatment-related serious adverse event. The most common serious adverse event was pyrexia (six [20%] of 30; one in B2, three in C1, two in C2). There were two chemotherapy-related deaths due to adverse events: one sepsis in B1 and one septic shock in C1. The recommended phase 2 dose of APX005M was 0·3 mg/kg. Responses were observed in 14 (58%) of 24 DLT-evaluable patients (four each in B1, C1, C2; two in B2). INTERPRETATION: APX005M and gemcitabine plus nab-paclitaxel, with or without nivolumab, is tolerable in metastatic pancreatic adenocarcinoma and shows clinical activity. If confirmed in later phase trials, this treatment regimen could replace chemotherapy-only standard of care in this population. FUNDING: Parker Institute for Cancer Immunotherapy, Cancer Research Institute, and Bristol Myers Squibb.


Subject(s)
Adenocarcinoma/drug therapy , Albumins/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , CD40 Antigens/antagonists & inhibitors , Deoxycytidine/analogs & derivatives , Nivolumab/administration & dosage , Paclitaxel/administration & dosage , Pancreatic Neoplasms/drug therapy , Adenocarcinoma/immunology , Adenocarcinoma/secondary , Aged , Albumins/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , CD40 Antigens/immunology , Deoxycytidine/administration & dosage , Deoxycytidine/adverse effects , Female , Humans , Male , Middle Aged , Nivolumab/adverse effects , Paclitaxel/adverse effects , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/pathology , Time Factors , Treatment Outcome , United States , Gemcitabine
3.
Cancers (Basel) ; 12(6)2020 Jun 19.
Article in English | MEDLINE | ID: mdl-32575471

ABSTRACT

Lung cancer is the deadliest cancer worldwide, mainly due to its advanced stage at the time of diagnosis. A non-invasive method for its early detection remains mandatory to improve patients' survival. Plasma levels of 351 proteins were quantified by Liquid Chromatography-Parallel Reaction Monitoring (LC-PRM)-based mass spectrometry in 128 lung cancer patients and 93 healthy donors. Bootstrap sampling and least absolute shrinkage and selection operator (LASSO) penalization were used to find the best protein combination for outcome prediction. The PanelomiX platform was used to select the optimal biomarker thresholds. The panel was validated in 48 patients and 49 healthy volunteers. A 6-protein panel clearly distinguished lung cancer from healthy individuals. The panel displayed excellent performance: area under the receiver operating characteristic curve (AUC) = 0.999, positive predictive value (PPV) = 0.992, negative predictive value (NPV) = 0.989, specificity = 0.989 and sensitivity = 0.992. The panel detected lung cancer independently of the disease stage. The 6-protein panel and other sub-combinations displayed excellent results in the validation dataset. In conclusion, we identified a blood-based 6-protein panel as a diagnostic tool in lung cancer. Used as a routine test for high- and average-risk individuals, it may complement currently adopted techniques in lung cancer screening.

4.
Hum Vaccin ; 5(8): 536-44, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19458488

ABSTRACT

VCL-AB01, a cationic lipid-formulated plasmid DNA (pDNA)-based vaccine that contains genes encoding genetically detoxified Bacillus anthracis protective antigen (PA) and lethal factor (LF), was assessed in a Phase 1, dose-escalating clinical trial in healthy adults for safety and immunogenicity, and in nonhuman primates for immunogenicity and efficacy against challenge with a lethal dose of B. anthracis spores. Healthy 18-45 year old subjects were randomly assigned to receive either the investigational vaccine containing 0.2 mg, 0.6 mg, or 2 mg of total pDNA per dose, or saline placebo, administered at 0, 1 and 2 months. The 0.2 mg and 0.6 mg dose levels were generally well tolerated; however, dose-limiting reactogenicity was observed among subjects given the first 2 mg dose and the remaining two injections in the 2 mg group were reduced to 0.6 mg. Dose-related increases in seroconversion frequencies were observed. Overall, 10%, 33.3% and 80% of subjects in the 0.2, 0.6 and 2 mg groups, respectively, developed antibodies to PA and/or LF as measured by ELISA; however, antibodies with toxin neutralizing activity (TNA) were detected in only one subject. In monkeys that received a 0.6 mg dose three times at 2 week intervals, low levels of antibodies were detected by ELISA but not by the TNA assay in all animals just prior to challenge. Despite the absence of TNA, 75% animals survived the lethal challenge. In summary, VCL-AB01 was generally well tolerated in humans at a dose that provided immunity in monkeys despite the lack of robust TNA titers in either species.


Subject(s)
Anthrax Vaccines/immunology , Anthrax/immunology , Anthrax/prevention & control , Bacillus anthracis/immunology , Vaccines, DNA/immunology , Adolescent , Adult , Animals , Anthrax/blood , Anthrax Vaccines/administration & dosage , Anthrax Vaccines/adverse effects , Antibodies, Bacterial/blood , Antigens, Bacterial/genetics , Antigens, Bacterial/immunology , Bacterial Toxins/genetics , Bacterial Toxins/immunology , Drug Administration Schedule , Drug Evaluation, Preclinical , Female , Humans , Injections, Intramuscular , Macaca fascicularis , Male , Middle Aged , New York , Rabbits , Texas , Vaccination , Vaccines, DNA/administration & dosage , Vaccines, DNA/adverse effects
5.
Virology ; 395(1): 97-113, 2009 Dec 05.
Article in English | MEDLINE | ID: mdl-19800089

ABSTRACT

The licensed smallpox vaccine, comprised of infectious vaccinia, is no longer popular as it is associated with a variety of adverse events. Safer vaccines have been explored such as further attenuated viruses and component designs. However, these alternatives typically provide compromised breadth and strength of protection. We conducted a genome-level screening of cowpox, the ancestral poxvirus, in the broadly immune-presenting C57BL/6 mouse as an approach to discovering novel components with protective capacities. Cowpox coding sequences were synthetically built and directly assayed by genetic immunization for open-reading frames that protect against lethal pulmonary infection. Membrane and non-membrane antigens were identified that partially protect C57BL/6 mice against cowpox and vaccinia challenges without adjuvant or regimen optimization, whereas the 4-pox vaccine did not. New vaccines might be developed from productive combinations of these new and existing antigens to confer potent, broadly efficacious protection and be contraindicated for none.


Subject(s)
Antigens, Viral/genetics , Cowpox virus/genetics , Genome, Viral , Viral Vaccines/genetics , Animals , Antibodies, Viral/blood , Antibodies, Viral/immunology , Antigens, Viral/immunology , Cowpox virus/immunology , Female , Gene Library , Mice , Mice, Inbred C57BL , Open Reading Frames , T-Lymphocytes/immunology , Viral Vaccines/immunology
6.
Biologicals ; 35(2): 123-9, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17071101

ABSTRACT

The contribution of Bacillus anthracis lethal factor (LF)-specific immune responses to protection against anthrax disease in humans remains incompletely defined due, in part, to a paucity of qualified reagents and a lack of standardized serological assays. Toward this end, we have identified and characterized suitable positive quality control and standard reference sera and developed, optimized, and qualified an enzyme-linked immunosorbent assay (ELISA) to measure LF-binding IgG. Herein we describe the performance characteristics of this ELISA and propose criteria for its use in the detection and quantification of anti-LF IgG in human serum.


Subject(s)
Antigens, Bacterial/immunology , Antitoxins/analysis , Bacterial Toxins/immunology , Enzyme-Linked Immunosorbent Assay/standards , Immunoglobulin G/analysis , Anthrax/prevention & control , Antitoxins/therapeutic use , Humans , Reference Standards , Sensitivity and Specificity
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