This poster demonstrates ultra-high coverage of serum proteins with over 5,000 protein groups identified in a 105-sample cohort and over 3,000 protein groups identified on average per sample. Proteins were quantified at 3-5 fold higher levels compared to depleted and un-depleted serum, with 30% enhanced coverage of low abundant cytokines. This data supports a comprehensive serum proteomics workflow that can be used for patient stratification as well as potential identification of novel biomarkers which are not accessible through other strategies.
This poster describes a multi-omics platform facilitating the evaluation of the global proteome and lipidome in a pancreatic cancer cohort and identified multiple putative biomarker candidates across analyte classes for early disease detection.
This poster demonstractes how comprehensive plasma proteomics profiling of the first all-civilian astronaut crew using the Proteograph Product Suite coupled with LC-MS analysis that offers unique insights to the impact of spaceflight on human health demonstrating even short-term spaceflights can have an impact on human physiology which needs further investigation and monitoring.
This poster demonstrates how the Proteograph Product Suite and Zeno SWATH DIA acquisition workflow that facilitates identification and quantification of thousands of proteins from human plasma without compromising throughput or reproducibility, creating a unique opportunity to detect robust protein biomarkers that translate into viable clinical tests for complex diseases.
This poster demonstrates that DIA-NN, combined with the cloud-based large group run, more sensitively identifies protein groups across the cohort, which has resulted in the identification of ~4000 protein groups across a 141 NSCLC study with a microflow SWATH method and enhanced classification performance and stability with VAE, Random Forest, and SVM to AUC-ROC 0.95 compared to previous studies, leading to better biomarker discovery and disease characterization using deep and unbiased plasma proteomics analysis at scale.
This poster demonstrates the application of the Proteograph™ Product Suite to study differentially expressed post-translational cleaved proteoforms using a modified COPF and Wilcoxon’s rank test in a NSCLC biomarker study. This study highlights the fact that differential expression are sometimes found at the peptide level and not at the protein level due to the presence of protein variants in population-scale studies.
This poster demonstrates the Proteograph™ Product Suite provides a deep and untargeted proteomics workflow for conditioned media with less sample volume required, enabling rapid and automated sample preparation for large-scale conditioned media proteomics analysis and enhanced proteome depth across different protein functionality.
This poster presents the Proteograph™ Analysis Suite (PAS), a cloud-based intuitive, scalable, data informatics solution that enables a seamless journey from raw LC-MS data to biological insight and supports automated data upload, data processing, integrated database search engines (both DIA and DDA LC-MS data), and visualization tools.
This poster demonstrates a next-generation platform capable of analyzing large cohort proteomics studies in hours, supporting fleets of LC-MS instruments by integrating legacy scoring algorithms with distributed processing infrastructure. These spark-accelerated workflows are supporting thousands of group run analyses, enabling analysis of hundreds of terabytes of LC-MS data generated in large cohort group runs.