*adigital*assay*on*a*nanoarray*with*noise*rejec)on* · 2015. 5. 12. · research poster...
TRANSCRIPT
RESEARCH POSTER PRESENTATION DESIGN © 2012
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Protein discovery and development of protein therapeutics require assays that are highly sensitive. The sensitivity of a bioassay is fundamentally limited by the noise in an assay system
with non-specific binding being the most prevalent one. Here, we developed a sandwich assay on an antibody nanoarray. By counting the dots with positive fluorescence signal or scattered
light emitted by silver particles1, we inferred the protein concentrate in a sample. We quantified 14 proteins that have a general relevance to caner and that are believed to play a role in
cancer development thus the detection of these proteins at low abundance may lead to early disease diagnosis and better prognosis.
Introduc)on
Digital Assay with noise rejec)on Imaging Analysis
Image analysis and signal quantification. a) Original image. b) Gaussian blur of the original image. c) Image after background subtraction and normalization. d) Rotated imaged calculated using Radon transformation. e)-f) The overlay of a template with the normalized, rotated image for both foreground and background extraction. g) Histogram of the foreground and background signals.
Conclusion
1Department of Biomedical Engineering, McGill University, Montreal, QC Canada 2Department of Chemistry, McGill university, Montreal, QC Canada
Gina Zhou1, Amani Hariri2, Gonzalo Cosa2, David Juncker1
A Digital Assay on a Nanoarray with Noise Rejec)on
Binding curves and comparison with fluorescence microarray assays
References
• Nanoarray patterned binding surface provides noise rejection of non-specific binding signals in an assay by spatial discrimination.
• Singleplex fluorescence digital assay reaches a LOD of 30 ag/mL LOD and multiplexed silver-enhanced digital assay an LOD of 10 fg/mL – 10 pg/mL LOD, both with single molecule resolution.
1. Protein targets in a 16-plex assay • Growth factor/receptor: bNGF, EGF, ENDO, Her2, • Interleukins: IL1b, IL3, IL8 • Cytokine: GCSF, MCSF • Proteins related to apoptosis: FAS, FAS-L, TNFa • Proteins related to cancer metastasis:ANG1, EpCAM • Two house keeping IgGs
Schematic of digital assay. (1) cAbs immobilized on a microarray slide by nanocontact printing2. The dots are 150 nm in diameter, spaced at 2 µm, constituting 5M dots over a surface area of 6x6 mm2. (2) A sandwich assay was performed on the nanoarray patterned surface. (3) Colocalized spots were counted as a hit signal and the %Hits was calculated to infer protein concentration.
Two-‐color TIRF microscopy
Fluorescence images of a digital assay. (a-b) Digital assay binding surface. (c) Colocal ized f luorescence image of fluorescence digital assay results. The circles highlight the missing spots and the arrows point to non-specific binding signals.
20 µm
5 µm 5 µm
Limit of detection (pg/mL) This assay
Fluorescence microarray assay3
ELISA (R&D4)
ANG1 0.03 25.23 10.3 bNGF 7.44 2.01* na EGF 0.42 56.5 0.7
ENDO 0.14 28.7* 30 EpCAM 2.23 3.86* na
FAS 3.27 185.4 20 FAS-L 4.44 407.7 8.1 GCSF na 71.5 20 HER2 0.75 1132.4 na IL1b 0.82 12.3 1 IL3 0.04 20.49* 7.4 IL8 na 11.3 na
M-CSF 0.01 422.4 9 TNFa 0.03 15.6 5.5
Binding curves of Il1b obtained by singleplex fluorescence digital assay(blue), multiplex silver-enhanced digital assay (green) and and fluorescence microarray assay(red). The LODs were estimated to be 32 ag/mL, 0.82 pg/mL, and 12 pg/mL, respectively.
3. LOD Comparison of digital assay and other assays
1. Zhou, G. et al. IEEE Transducers, 2783-86 (2013)
2. Ricoult, S. G. et al. Small 9, 3308-3313 (2013)
3. Pla-Roca, M. et al. Mol Cell Proteomics 11 (2012)
4. R&D Systems. ELISA reference guide and catalog
Photobleaching experiment to validate single binding on nanodots. (a) Green traces show the photobleaching of one or two dyes on a a single nanodot; red traces are the noise floor. The numbers of “steps” indicates the number of dyes per dot. (b) At less than 0.2% active binding surface, ca. 90% of nanodots has a single molecule.
a
b
2. Binding curves of 12 proteins
Quan)fica)on of IL1b
Valida)on of single molecule binding
*: unpublished data ConcentraAon [pg/mL]
%Hit