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Improving the sensitivity of fluorescence-based immunoassays by time-resolved and spatial-resolved measurements

Ran Kremer, View ORCID ProfileShira Roth, Avital Bross, Amos Danielli, View ORCID ProfileYair Noam
doi: https://doi.org/10.1101/2023.03.10.532014
Ran Kremer
¶Faculty of Engineering, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
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Shira Roth
¶Faculty of Engineering, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
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  • ORCID record for Shira Roth
Avital Bross
¶Faculty of Engineering, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
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Amos Danielli
¶Faculty of Engineering, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
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  • For correspondence: amos.danielli@biu.ac.il yair.noam@biu.ac.il
Yair Noam
¶Faculty of Engineering, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
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  • ORCID record for Yair Noam
  • For correspondence: amos.danielli@biu.ac.il yair.noam@biu.ac.il
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Abstract

Detection of target molecules, such as proteins, antibodies, or specific DNA sequences, is critical in medical laboratory science. Commonly used assays rely on tagging the target molecules with fluorescent probes. These are then fed to high-sensitivity detection systems. Such systems typically consist of a photodetector or camera and use time-resolved measurements that require sophisticated and expensive optics. Magnetic modulation biosensing (MMB) is a novel, fast, and sensitive detection technology that has been used successfully to detect viruses such as Zika and SARS-CoV-2. While this powerful tool is known for its high analytical and clinical sensitivity, the current signal-processing method for detecting the target molecule and estimating its dose is based on time-resolved measurements only.

To improve the MMB-system performance, we propose here a novel signal processing algorithm that uses both temporally and spatially resolved measurements. We show that this combination significantly improves the sensitivity of the MMB-based assay. To evaluate the new method statistically, we performed multiple dose responses of Human Interleukin 9 (IL −8) on different days. Compared to standard time-resolved methods, the new algorithm provides a 2-3 fold improvement in detection limit and a 25% improvement in quantitative resolution.

Competing Interest Statement

The authors have declared no competing interest.

  • Abbreviations

    MMB
    Magnetic modulation biosensing
    QR
    quantitative resolution
    LoB
    limit of blank
    LoD
    limit of detection
    LPF
    low pass filter
    SVD
    singular value decomposition
  • Copyright 
    The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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    Posted March 12, 2023.
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    Improving the sensitivity of fluorescence-based immunoassays by time-resolved and spatial-resolved measurements
    Ran Kremer, Shira Roth, Avital Bross, Amos Danielli, Yair Noam
    bioRxiv 2023.03.10.532014; doi: https://doi.org/10.1101/2023.03.10.532014
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    Improving the sensitivity of fluorescence-based immunoassays by time-resolved and spatial-resolved measurements
    Ran Kremer, Shira Roth, Avital Bross, Amos Danielli, Yair Noam
    bioRxiv 2023.03.10.532014; doi: https://doi.org/10.1101/2023.03.10.532014

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