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SiMoA™
Publications
Poster Presentations and Abstracts
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To learn more about Quanterix technology, please view these published articles.
Isolation and Detection of Single Molecules on Paramagnetic Beads Using Sequential Fluid Flows in Microfabricated Polymer Array Assemblies.
Cheuk W. Kan, Andrew J. Rivnak, Todd G. Campbell, Tomasz Piech, David M. Rissin, Matthias Mösl, Andrej Peterça, Hans-Peter Niederberger, Kaitlin A. Minnehan, Purvish P. Patel, Evan P. Ferrell, Raymond E. Meyer, Lei Chang, David H. Wilson, David R. Fournier, David C. Duffy. Lab on a Chip. 2011
http://dx.doi.org/10.1039/C2LC20744C
We report a method for isolating individual paramagnetic beads in arrays of femtoliter-sized wells and detecting single enzyme-labeled proteins on these beads using sequential fluid flows in microfabricated polymer array assemblies. Arrays of femtoliter-sized wells were fabricated in cyclic olefin polymer (COP) using injection moudling based on DVD manufacturing. These arrays were bonded to a complementary fluidic structure that was also moulded in COP to create an enclosed device to allow delivery of liquids to the arrays. Enzyme-associated, paramagnetic beads suspended in aqueous solutions of enzyme substrate were delivered fluidically to the array such that one bead per well was loaded by gravity. A fluorocarbon oil was then flowed into the device to remove excess beads from the surface of the array, and to seal and isolate the femtoliter-sized wells containing beads and enzyme substrate. The device was then imaged using standard fluorescence imaging to determine which wells contained single enzyme molecules. The analytical performance of this approach compared favourably to the standard method, i.e., glass arrays mechanically sealed against a silicone gasket, such that prostate specific antigen (PSA) could be detected from 0.02 pg/mL up to 100 pg/mL. The use of an enclosed fluidic device to isolate beads in single-molecule arrays offers a multitude of advantages for low-cost manufacturing, ease of automation, and instrument development to enable applications in biomarker validation and medical diagnosis.
Hypoxia Due to Cardiac Arrest Induces a Time-Dependent Increase in Serum Amyloid β Levels in Humans.
Henrik Zetterberg, Erik Mörtberg, Linan Song, Lei Chang, Gail K. Provuncher, Purvish P. Patel, Evan Ferrell, David R. Fournier, Cheuk W. Kan, Todd G. Campbell, Ray Meyer, Andrew J. Rivnak, Brian A. Pink, Kaitlin A. Minnehan, Tomasz Piech, David M. Rissin, David C. Duffy, Sten Rubertsson, David H. Wilson, Kaj Blennow. PLoS ONE 6(12): e28263. doi:10.1371/journal.pone.0028263
http://dx.doi.org/10.1371/journal.pone.0028263
Amyloid β (Aβ) peptides are proteolytic products from amyloid precursor protein (APP) and are thought to play a role in Alzheimer disease (AD) pathogenesis. While much is known about molecular mechanisms underlying cerebral Aβ accumulation in familial AD, less is known about the cause(s) of brain amyloidosis in sporadic disease. Animal and postmortem studies suggest that Aβ secretion can be up-regulated in response to hypoxia. We employed a new technology (Single Molecule Arrays, SiMoA) capable of ultrasensitive protein measurements and developed a novel assay to look for changes in serum Aβ42 concentration in 25 resuscitated patients with severe hypoxia due to cardiac arrest. After a lag period of 10 or more hours, very clear serum Aβ42 elevations were observed in all patients. Elevations ranged from approximately 80% to over 70-fold, with most elevations in the range of 3-10-fold (average approximately 7-fold). The magnitude of the increase correlated with clinical outcome. These data provide the first direct evidence in living humans that ischemia acutely increases Aβ levels in blood. The results point to the possibility that hypoxia may play a role in the amyloidogenic process of AD.
Clinical Evaluation of a Novel Method for Measurement of PSA,
AccuPSA™, as a Predictor of 5-year Biochemical Recurrence-free
Survival Post Radical Prostatectomy: Results of a Pilot Study
H Lepor, CD Cheli, RP Thiel, SS Taneja, J Laze, DW Chan, LJ Sokoll, L Mangold, AW Partin BJU Int. 2011 Oct 12
http://dx.doi.org/10.1111/j.1464-410X.2011.10568.x
Objectives:
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Proof of concept study to evaluate a novel digital single molecule immunoassay
(AccuPSA) which detects PSA 1000 fold more sensitive than current PSA methods.
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To determine the ability of the AccuPSA assay to predict 5-year Biochemical recurrence
(BCR)-free survival following radical prostatectomy (RP).
Patients and Methods:
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31 frozen serum specimens obtained from specimen logs maintained at New York
University Langone Medical Center and the Johns Hopkins University School of Medicine
on men who had undergone RP with a minimum of 5 years PSA follow up for those
without evidence of BCR.
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For all cases, pre-operative and pathological information were available and a serum
specimen between 3 and 6 months following RP with PSA level of <0.1 ng/mL measured
by conventional PSA methods at the time of serum collection.
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Specimens were tested with the AccuPSA method.
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A Cox proportional hazard model and Kaplan Meier analysis was performed to
determine whether AccuPSA predicted risk of biochemical recurrence.
Results:
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Overall, 11 out of 31 (35.5%) of men developed a BCR.
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Mean AccuPSA nadir levels were significantly different (p<0.001) between the non-
recurrent group (2.27 pg/ml) versus recurrent group (46.99 pg/mL).
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Using a multivariate Cox proportional hazards model, AccuPSA nadir level was a
significant predictor of BCR-free survival (p<0.01).
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Kaplan Meir analysis up to 5 years showed that 100% of men with AccuPSA nadir
values <3 pg/mL did not develop a BCR, whereas 62.5% of men with values >3 pg/mL
developed a BCR (p=0.00024).
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The sensitivity, specificity, PPV and NPV of the AccuPSA method was 100%, 75%, 69%
and 100%, respectively.
Conclusion:
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AccuPSA assay predicts 5-year BCR-free survival following RP.
Identifying a reliable predictor of BCR soon after RP has important implications for
frequency of PSA testing, selection of candidates for adjuvant therapy, and reassuring a
large subset of men they are not at risk of recurrence.
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Larger studies are needed to validate these findings.
Fifth–Generation Digital Immunoassay for Prostate Specific Antigen by Single Molecule Array Technology.
D.H. Wilson, D.W. Hanlon, G.K. Provuncher, L. Chang, L. Song, P.P. Patel, E.P. Ferrell, H. Lepor,
A.W. Partin, D.W. Chan, L.J. Sokoll, C.D. Cheli, R.P. Thiel, D.R. Fournier, and D.C. Duffy
http://dx.doi.org/10.1373/clinchem.2011.169540
Measurement of prostate specific antigen
(PSA) in prostate cancer patients following radical
prostatectomy (RP) has been hindered by the limit of
quantification of available assays. Because radical prostatectomy
removes the tissue responsible for PSA production,
postsurgical PSA is typically undetectable
with current assay methods. Evidence suggests, however,
that more sensitive determination of PSA status
following RP could improve assessment of patient
prognosis and response to treatment and better target
secondary therapy for those who may benefit most. We
developed an investigational digital immunoassay with
a 2–logs–lower limit of quantification than current ultrasensitive
third–generation PSA assays.
We developed reagents for a bead–based
ELISA for use with high–density arrays of femtolitervolume
wells. Anti–PSA capture beads with immunocomplexes
and associated enzyme labels were singulated
within the wells of the arrays and interrogated for
the presence of enzymatic product. We characterized
analytical performance, compared its accuracy with a
commercially available test, and analyzed longitudinal
serum samples from a pilot study of 33 RP patients.
The assay exhibited a functional sensitivity
(20% interassay CV) <0.05 pg/mL, total imprecision
<10% from 1 to 50 pg/mL, and excellent agreement
with the comparator method. All RP samples were well
within the assay measurement capability. PSA concentrations
following surgery were found to be predictive
of prostate cancer recurrence risk over 5 years.
The robust 2–log improvement in limit
of quantification relative to current ultrasensitive
assays and the validated analytical performance of
the assay allow for accurate assessment of PSA status
after RP.
Single molecule measurements of tumor necrosis factor α
and interleukin–6 in the plasma of patients with Crohn’s disease.
Song L, Hanlon DW, Chang L, Provuncher GK, Kan CW, Campbell TG,
Fournier DR, Ferrell EP, Rivnak AJ, Pink BA, Minnehan KA, Patel PP,
Wilson DH, Till MA, Faubion WA, Duffy DC. J. Immunol. Methods, 2011, 392, 177–186.
http://dx.doi.org/10.1016/j.jim.2011.07.015
The quantitative measurement of inflammatory cytokines in blood has been limited by insufficient
sensitivity of conventional immunoassays. This limitation has prevented the widespread clinical
monitoring of cytokine concentrations in chronic inflammatory diseases. We applied a sensitive,
single molecule detection technology to measure TNF–α and IL–6 in the plasma of patients with
Crohn’s disease (CD), before and after treatment with anti–TNF–α therapy. Plasma from 17 patients
with CD was collected prior to initiation of anti–TNF–α therapy, and the Crohn’s disease activity
index (CDAI) was determined for each patient. A sub–set of these patients returned for followup 12
weeks after treatment started. Plasma from age– and gender–matched controls was also collected.
Digital ELISAs were developed for TNF–α and IL–6, and the plasma concentrations of these cytokines
were determined using digital ELISA. The limits of detection of the TNF–α and IL–6 digital ELISAs
were 0.008 pg/mL and 0.006 pg/mL, respectively. Both cytokines were detected in all samples
using digital ELISA and the concentrations of TNF–α and IL–6 in the plasma of patients with CD were
(3.6±0.9) pg/mL and (10.9±11.2) pg/mL, respectively. TNF–α levels in patients and healthy
controls were not significantly different, but the IL–6 levels in plasma were significantly elevated in
patients compared to controls. After therapy, the mean reduction of the concentrations of free
TNF–α and IL–6 were 46% and 58%, respectively. Digital ELISA provided the first quantitative
measurements of TNF–α and IL–6 concentrations in the plasma of all patients in a population with
CD. The changes in cytokine concentrations after therapy–which could be quantified because of
the high sensitivity of digital ELISA–could be used for monitoring therapeutic efficacy.
Simultaneous Detection of Single Molecules and Singulated Ensembles of
Molecules Enables Immunoassays with Broad Dynamic Range
David M. Rissin, David R. Fournier, Tomasz Piech, Cheuk W. Kan,
Todd G. Campbell, Linan Song, Lei Chang, Andrew J. Rivnak,
Purvish P. Patel, Gail K. Provuncher, Evan P. Ferrell,
Stuart C. Howes, Brian A. Pink, Kaitlin A. Minnehan,
David H. Wilson, and David C. Duffy. Anal. Chem. 2011. 83: 2279–85.
http://dx.doi.org/10.1021/ac103161b
We report a method for combining the detection of single molecules
(digital) and an ensemble of molecules (analog) that is capable of
detecting enzyme label from 10-19 M to 10-13
M, for use in high sensitivity enzyme–linked immunosorbent assays
(ELISA). The approach works by capturing proteins on microscopic
beads, labeling the proteins with enzymes using a conventional
multistep immunosandwich approach, isolating the beads in an array
of 50–femtoliter wells (Single Molecule Array,
SiMoA), and detecting bead–associated enzymatic activity using
fluorescence imaging. At low concentrations of proteins, when the
ratio of enzyme labels to beads is less than 1.2, beads carry either zero
or low numbers of enzymes, and protein concentration is quantified
by counting the presence of “on” or “off”
beads (digital regime). At higher protein concentrations, each
bead typically carries multiple enzyme labels, and the average
number of enzyme labels present on each bead is quantified from a
measure of the average fluorescence intensity (analog regime).
Both the digital and analog concentration ranges are quantified by
a common unit, namely, average number of enzyme labels per bead
(AEB). By combining digital and analog detection of singulated
beads, a linear dynamic range of over 6 orders of magnitude to
enzyme label was achieved. Using this approach, an immunoassay for
prostate specific antigen (PSA) was developed. The combined
digital and analog PSA assay provided linear response over
approximately four logs of concentration ([PSA] from 8 fg/mL to
100 pg/mL or 250 aM to 3.3 pM). This approach extends the dynamic
range of ELISA from picomolar levels down to subfemtomolar levels
in a single measurement.
Single–molecule enzyme–linked immunosorbent assay
detects serum proteins at subfemtomolar concentrations
Rissin, DM, Kan CW, Campbell TG, Howes SC, Fournier DR, Song L, Piech T,
Patel PP, Chang L, Rivnak AJ, Ferrell EP, Randall JD, Provuncher GK,
Walt DR and Duffy DC. Nat Biotechnol. 2010. 28: 595–99.
http://dx.doi.org/10.1038/nbt.1641
The ability to detect single protein molecules1,2
in blood could accelerate the discovery and use of more
sensitive diagnostic biomarkers. To detect low–abundance
proteins in blood, we captured them on microscopic beads
decorated with specific antibodies and then labeled the
immunocomplexes (one or zero labeled target protein
molecules per bead) with an enzymatic reporter capable
of generating a fluorescent product. After isolating the
beads in 50–fL reaction chambers designed to hold only a
single bead, we used fluorescence imaging to detect
single protein molecules. Our single–molecule enzyme–linked
immunosorbent assay (digital ELISA) approach detected as
few as ~10–20 enzyme–labeled complexes in 100 μL of sample
(~10-19 M) and routinely allowed detection of clinically
relevant proteins in serum at concentrations (<10-15 M)
much lower than conventional ELISA3–5. Digital
ELISA detected prostate–specific antigen (PSA) in sera
from patients who had undergone radical prostatectomy
at concentrations as low as 14 fg/mL (0.4 fM).
Detection of Single–Molecule DNA Hybridization Using Enzymatic Amplification
in an Array of Femtoliter–Sized Reaction Vessels
Li Z, Hayman RB, and Walt DR. J. Am. Chem. Soc. 2008. 130: 12622–63.
http://dx.doi.org/10.1021/ja8053018
Distinct and Long–Lived Activity States of Single Enzyme Molecules
Rissin DM, Gorris HH, and Walt DR. J. Am. Chem. Soc. 2008. 130: 5349–53.
http://dx.doi.org/10.1021/ja711414f
Stochastic Inhibitor Release and Binding From Single–Enzyme Molecules
Gorris HH, Rissin DM and Walt DR. Proc. Natl. Acad. Sci. 2007. 104: 17680–85
http://dx.doi.org/10.1073/pnas.0705411104
Digital Readout of Target Binding with Attomole Detection Limits
via Enzyme Amplification in Femtoliter Arrays
Rissin DM and Walt DR. J. Am. Chem. Soc. 2006. 128: 6286–87.
http://dx.doi.org/10.1021/ja058425e
Digital Concentration Readout of Single Enzyme Molecules Using Femtoliter
Arrays and Poisson Statistics
Rissin DM and Walt DR. Nano Lett. 2006. 6: 520–23.
http://dx.doi.org/10.1021/nl060227d
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