Key result
Theoretical modeling demonstrates that operating parameters like flow rate and reactor diameter significantly dictate the design requirements to achieve a hs-cTnI limit of detection below 10 ng/L.
Why the study?
Troponin is the preferred biomarker for diagnosing acute myocardial infarction, but efficient design frameworks for chromatographic immunoassays to achieve high-sensitivity detection (LOD < 10 ng/L) are needed.
This theoretical modeling framework provides design parameters for optimizing immunochromatographic assays to achieve high-sensitivity cardiac troponin I detection with an LOD < 10 ng/L.
May inform compact hs-cTnI assay design; hypothesis-generating and requires human validation before clinical use.
Troponin is the American College of Cardiology and American Heart Association preferred biomarker for diagnosing acute myocardial infarction (MI). We provide a modeling framework for high sensitivity cardiac Troponin I (hs-cTnI) detection in chromatographic immunoassays (flow displacement mode) with an analytical limit of detection, i.e., LOD < 10 ng/L. We show that each of the various control parameters exert a significant influence over the design requirements to reach the desired LOD. Additionally, the design implications in a multiplexed fluidic network, as in the case of Simple Plex™ Ella instrument, are significantly affected by the choice of the number of channels or partitions in the network. We also provide an upgrade on the existing LOD equation to evaluate the necessary minimum volume to detect a particular concentration by considering the effects of stochastics and directly incorporating the target number of copies in each of the partitions in case of multiplexed networks. Even though a special case of cTnI has been considered in this study, the model and analysis are analyte agnostic and may be applied to a wide class of chromatographic immunoassays. We believe that this contribution will lead to more efficient designing of the immunochromatographic assays.
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Agarwal et al. (2023) studied Acute myocardial infarction (diagnosed via hs-cTnI). Immunochromatographic assay operating parameters (flow rate, reactor diameter) was evaluated on Limit of detection (LOD) < 10 ng/L. Theoretical modeling demonstrates that operating parameters like flow rate and reactor diameter significantly dictate the design requirements to achieve a hs-cTnI limit of detection below 10 ng/L.
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