Cross-platform comparison of highly-sensitive immunoassays for inflammatory markers in a COVID-19 cohort
Abe, K.; Beer, J. C.; Nguyen, T.; Ariyapala, I. S.; Holmes, T. H.; Feng, W.; Zhang, B.; Kuo, D.; Luo, Y.; Ma, X.-J.; Maecker, H. T.
Show abstract
A variety of commercial platforms are available for the simultaneous detection of multiple cytokines and associated proteins, often employing antibody pairs to capture and detect target proteins. In this study, we comprehensively evaluated the performance of three distinct platforms: the fluorescent bead-based Luminex assay, the proximity extension-based Olink assay, and a novel proximity ligation assay platform known as Alamar NULISAseq. These assessments were conducted on serum samples from the NIH IMPACC study, with a focus on three essential performance metrics: detectability, correlation, and differential expression. Our results reveal several key findings. Firstly, the Alamar platform demonstrated the highest overall detectability, followed by Olink and then Luminex. Secondly, the correlation of protein measurements between the Alamar and Olink platforms tended to be stronger than the correlation of either of these platforms with Luminex. Thirdly, we observed that detectability differences across the platforms often translated to differences in differential expression findings, although high detectability did not guarantee the ability to identify meaningful biological differences. Our study provides valuable insights into the comparative performance of these assays, enhancing our understanding of their strengths and limitations when assessing complex biological samples, as exemplified by the sera from this COVID-19 cohort.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Novel ELISA protocol links pre-existing SARS-CoV-2 reactive antibodies with endemic coronavirus immunity and age and reveals improved serologic identification of acute COVID-19 via multi-parameter detection 93%
- Persistence of SARS CoV-2 S1 Protein in CD16+ Monocytes in Post-Acute Sequelae of COVID-19 (PASC) Up to 15 Months Post-Infection 92%
- Design and Performance Characteristics of the Elecsys Anti-SARS-CoV-2 S assay 92%
Similar papers in this journal
- Serological profiles of pan-coronavirus-specific responses in COVID-19 patients using a multiplexed electro-chemiluminescence-based testing platform 94%
- A High-throughput Microsphere-based Immunoassay of Anti-SARS-CoV-2 IgM Testing for COVID-19 Diagnostics 93%
- Exploring the Diagnostic Potential of miRNA Signatures in the Fabry Disease Serum: A Comparative Study of Automated and Manual Sample Isolations 92%
Similar papers in this journal
- Accurate SARS-CoV-2 seroprevalence surveys require robust multi-antigen assays 93%
- Reduced serum neutralization capacity against SARS-CoV-2 variants in a multiplex ACE2 RBD competition assay 93%
- Distinct SARS-CoV-2 Antibody Reactivity Patterns in Coronavirus Convalescent Plasma Revealed by a Coronavirus Antigen Microarray 93%
Similar papers in this journal
- Array-based analysis of SARS-CoV-2, other coronaviruses, and influenza antibodies in convalescent COVID-19 patients 93%
- Point-Of-Need One-Pot Multiplexed RT-LAMP Test For Detecting Three Common Respiratory Viruses In Saliva 92%
- Hitting the diagnostic sweet spot: Point-of-care SARS-CoV-2 salivary antigen testing with an off-the-shelf glucometer 91%
Similar papers in this journal
- Performance and validation of an adaptable multiplex assay for detection of serologic response to SARS-CoV-2 infection or vaccination 94%
- Qualification of ELISA and neutralization methodologies to measure SARS-CoV-2 humoral immunity using human clinical samples 93%
- Highly versatile antibody binding assay for the detection of SARS-CoV-2 infection 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.