ABSTRACT
Disease detection at the molecular level is driving the emerging revolution of early diagnosis and treatment. A challenge facing the field is that protein biomarkers for early diagnosis can be present in very low abundance. The lower limit of detection with conventional immunoassay technology is the upper femtomolar range (10(-13) M). Digital immunoassay technology has improved detection sensitivity three logs, to the attomolar range (10(-16) M). This capability has the potential to open new advances in diagnostics and therapeutics, but such technologies have been relegated to manual procedures that are not well suited for efficient routine use. We describe a new laboratory instrument that provides full automation of single-molecule array (Simoa) technology for digital immunoassays. The instrument is capable of single-molecule sensitivity and multiplexing with short turnaround times and a throughput of 66 samples/h. Singleplex and multiplexed digital immunoassays were developed for 16 proteins of interest in cardiovascular, cancer, infectious disease, neurology, and inflammation research. The average sensitivity improvement of the Simoa immunoassays versus conventional ELISA was >1200-fold, with coefficients of variation of <10%. The potential of digital immunoassays to advance human diagnostics was illustrated in two clinical areas: traumatic brain injury and early detection of infectious disease.
Subject(s)
Automation, Laboratory/instrumentation , Automation, Laboratory/methods , Clinical Laboratory Techniques/instrumentation , Clinical Laboratory Techniques/methods , Immunoassay/instrumentation , Immunoassay/methods , Humans , Reproducibility of Results , Sensitivity and Specificity , Signal Processing, Computer-Assisted/instrumentation , Time FactorsABSTRACT
We have developed a method that enables the multiplexed detection of proteins based on counting single molecules. Paramagnetic beads were labeled with fluorescent dyes to create optically distinct subpopulations of beads, and antibodies to specific proteins were then immobilized to individual subpopulations. Mixtures of subpopulations of beads were then incubated with a sample, and specific proteins were captured on their specific beads; these proteins were then labeled with enzymes via immunocomplex formation. The beads were suspended in enzyme substrate, loaded into arrays of femtoliter wells--or Single Molecule Arrays (Simoa)--that were integrated into a microfluidic device (the Simoa disc). The wells were then sealed with oil, and imaged fluorescently to determine: a) the location and subpopulation identity of individual beads in the femtoliter wells, and b) the presence or absence of a single enzyme associated with each bead. The images were analyzed to determine the average enzyme per bead (AEB) for each bead subpopulation that provide a quantitative parameter for determining the concentration of each protein. We used this approach to simultaneously detect TNF-α, IL-6, IL-1α, and IL-1ß in human plasma with single molecule resolution at subfemtomolar concentrations, i.e., 200- to 1000-fold more sensitive than current multiplexed immunoassays. The simultaneous, specific, and sensitive measurement of several proteins using multiplexed digital ELISA could enable more reliable diagnoses of disease.
Subject(s)
Enzyme-Linked Immunosorbent Assay/instrumentation , Microfluidic Analytical Techniques/instrumentation , Antibodies, Immobilized/chemistry , Equipment Design , Fluorescent Dyes/chemistry , Humans , Interleukin-1alpha/blood , Interleukin-1beta/blood , Interleukin-6/blood , Optical Imaging , Sensitivity and Specificity , Tumor Necrosis Factor-alpha/bloodABSTRACT
Nucleic acid amplification techniques have become the mainstay for ultimate sensitivity for detecting low levels of virus, including human immunodeficiency virus (HIV). As a sophisticated technology with relative expensive reagents and instrumentation, adoption of nucleic acid testing (NAT) can be cost inhibited in settings in which access to extreme sensitivity could be clinically advantageous for detection of acute infection. A simple low cost digital immunoassay was developed for the p24 capsid protein of HIV based on trapping enzyme-labeled immunocomplexes in high-density arrays of femtoliter microwells and constraining the diffusion of the enzyme-substrate reaction. The digital immunoassay was evaluated for analytical sensitivity for HIV capsid protein p24, and compared with commercially available NAT methods and immunoassays for p24, including 4th-generation antibody/antigen combo assays, for early detection of HIV in infected individuals. The digital immunoassay was found to exhibit 2000-3000-fold greater analytical sensitivity than conventional immunoassays reactive for p24, and comparable sensitivity to NAT methods. Assaying serial samples from 10 HIV-infected individuals, the digital immunoassay detected acute HIV infection as early as NAT methods, and 7-10 days earlier than conventional immunoassays. Comparison of assay results between the digital immunoassay and a quantitative NAT method from HIV infected serum exhibited a linear correlation R(2)>0.99. The data indicate that by constraining diffusion of the signal generation step of a simple sandwich immunoassay and enabling the digital counting of immunocomplexes, dramatic improvements in sensitivity to virus can be obtained to match the sensitivity of NAT at a fraction of the cost.
Subject(s)
Clinical Laboratory Techniques/methods , HIV Core Protein p24/blood , HIV Infections/diagnosis , Humans , Immunoassay/methods , Sensitivity and SpecificityABSTRACT
We report a method for isolating individual paramagnetic beads in arrays of femtolitre-sized wells and detecting single enzyme-labeled proteins on these beads using sequential fluid flows in microfabricated polymer array assemblies. Arrays of femtolitre-sized wells were fabricated in cyclic olefin polymer (COP) using injection moulding 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 femtolitre-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 device as the detector for digital ELISA compared favourably to the standard method, i.e., glass arrays mechanically sealed against a silicone gasket; prostate specific antigen (PSA) could be detected from 0.011 pg mL(-1) up to 100 pg mL(-1). 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.
Subject(s)
Magnetics , Nanoparticles/chemistry , Polymers/chemistry , Cycloparaffins/chemistry , Microarray Analysis , Prostate-Specific Antigen/chemistryABSTRACT
Amyloid ß (Aß) 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 Aß accumulation in familial AD, less is known about the cause(s) of brain amyloidosis in sporadic disease. Animal and postmortem studies suggest that Aß 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 Aß42 concentration in 25 resuscitated patients with severe hypoxia due to cardiac arrest. After a lag period of 10 or more hours, very clear serum Aß42 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 Aß levels in blood. The results point to the possibility that hypoxia may play a role in the amyloidogenic process of AD.
Subject(s)
Amyloid beta-Peptides/blood , Heart Arrest/blood , Heart Arrest/complications , Hypoxia/blood , Hypoxia/etiology , Peptide Fragments/blood , Adult , Aged , Aged, 80 and over , Biological Assay , Brain/metabolism , Brain/pathology , Female , Humans , Intensive Care Units , Male , Middle Aged , Patient Admission , Resuscitation , Time FactorsABSTRACT
BACKGROUND: 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 limit of quantification 2 logs lower than current ultrasensitive third-generation PSA assays. METHODS: We developed reagents for a bead-based ELISA for use with high-density arrays of femtoliter-volume 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. RESULTS: 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. CONCLUSIONS: 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.
Subject(s)
Enzyme-Linked Immunosorbent Assay/methods , Prostate-Specific Antigen/blood , Electronic Data Processing , Humans , Male , Microchemistry/methods , Middle Aged , Pilot Projects , Prostatectomy , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/surgery , Protein Array Analysis/methods , Reproducibility of Results , Retrospective Studies , Sensitivity and SpecificityABSTRACT
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 follow up 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.
Subject(s)
Anti-Inflammatory Agents/therapeutic use , Crohn Disease/immunology , Enzyme-Linked Immunosorbent Assay/methods , Interleukin-6/blood , Tumor Necrosis Factor-alpha/blood , Adalimumab , Adolescent , Adult , Aged , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized , Certolizumab Pegol , Crohn Disease/blood , Crohn Disease/drug therapy , Enzyme-Linked Immunosorbent Assay/standards , Follow-Up Studies , Humans , Immunoglobulin Fab Fragments/therapeutic use , Infliximab , Limit of Detection , Male , Middle Aged , Polyethylene Glycols/therapeutic use , Sensitivity and Specificity , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Young AdultABSTRACT
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 â¼1.2, 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). (1) 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.
Subject(s)
Enzyme-Linked Immunosorbent Assay/methods , Animals , Cattle , Humans , Limit of Detection , Male , Microspheres , Prostate-Specific Antigen/blood , Prostate-Specific Antigen/metabolism , Time Factors , beta-Galactosidase/metabolismABSTRACT
The ability to detect single protein molecules 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 approximately 10-20 enzyme-labeled complexes in 100 microl of sample (approximately 10(-19) M) and routinely allowed detection of clinically relevant proteins in serum at concentrations (<10(-15) M) much lower than conventional ELISA. 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).
Subject(s)
Blood Proteins/analysis , Enzyme-Linked Immunosorbent Assay/methods , Microchemistry/methods , Humans , Male , Prostate-Specific Antigen/blood , ProstatectomyABSTRACT
Pseudomonas aeruginosa PtxR enhances the expression of the exotoxin A gene toxA. The expression of ptxR itself, which occurs from two promoters (P1 and P2), is not completely understood. We have recently demonstrated that the ptxR upstream region contains potential binding sites for multiple regulators, including the virulence factor regulator Vfr. In this study, we identified within the ptxR upstream region, a 25 bp sequence to which Vfr specifically binds. The sequence is located 20-44 (32.5) bp 5' of the ptxR P2 promoter, and overlaps a potential binding site for the iron-starvation sigma factor PvdS. We also show that, throughout the growth cycle, deletion of vfr reduces ptxR expression from the P2 promoter in the P. aeruginosa strain PAO1 by four- to eightfold, but does not affect ptxR expression from P1. Further, loss of Vfr eliminates the PtxR-induced enhancement in the synthesis of exotoxin A and the metalloproteinase LasB. Our results suggest that Vfr modulates toxA and lasB expression in PAO1 through PtxR. A model defining the relationships between these different genes is presented.
Subject(s)
Bacterial Proteins/genetics , Cyclic AMP Receptor Protein/genetics , Pseudomonas aeruginosa/genetics , Transcription Factors/genetics , Virulence Factors/genetics , ADP Ribose Transferases/genetics , ADP Ribose Transferases/metabolism , Bacterial Proteins/metabolism , Bacterial Toxins/genetics , Bacterial Toxins/metabolism , Base Sequence , Cyclic AMP Receptor Protein/metabolism , DNA Footprinting , Electrophoretic Mobility Shift Assay , Exotoxins/genetics , Exotoxins/metabolism , Gene Expression Regulation, Bacterial , Genes, Reporter , Metalloendopeptidases/genetics , Metalloendopeptidases/metabolism , Molecular Sequence Data , Promoter Regions, Genetic , Sigma Factor/genetics , Sigma Factor/metabolism , Transcription Factors/metabolism , Up-Regulation , Virulence Factors/metabolism , Pseudomonas aeruginosa Exotoxin AABSTRACT
Vfr, a global regulator of Pseudomonas aeruginosa virulence factors, is a homologue of the Escherichia coli cAMP receptor protein, CRP. Vfr is 91% similar to CRP and maintains many residues important for CRP to bind cAMP, bind DNA, and interact with RNA polymerase at target promoters. While vfr can complement an E. coli crp mutant in beta-galactosidase production, tryptophanase production and catabolite repression, crp can only complement a subset of Vfr-dependent phenotypes in P. aeruginosa. Using specific CRP binding site mutations, it is shown that Vfr requires the same nucleotides as CRP for optimal transcriptional activity from the E. coli lac promoter. In contrast, CRP did not bind Vfr target sequences in the promoters of the toxA and regA genes. Footprinting analysis revealed Vfr protected sequences upstream of toxA, regA, and the quorum sensing regulator lasR, that are similar to but significantly divergent from the CRP consensus binding sequence, and Vfr causes similar DNA bending to CRP in bound target sequences. Using a preliminary Vfr consensus binding sequence deduced from the Vfr-protected sites, Vfr target sequences were identified upstream of the virulence-associated genes plcN, plcHR, pbpG, prpL and algD, and in the vfr/orfX, argH/fimS, pilM/ponA intergenic regions. From these sequences the Vfr consensus binding sequence, 5'-ANWWTGNGAWNY : AGWTCACAT-3', was formulated. This study suggests that Vfr shares many of the same functions as CRP, but has specialized functions, at least in terms of DNA target sequence binding, required for regulation of a subset of genes in its regulon.
Subject(s)
Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cyclic AMP Receptor Protein/genetics , Cyclic AMP Receptor Protein/metabolism , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription, Genetic , ADP Ribose Transferases/genetics , Amino Acid Substitution , Bacterial Toxins/genetics , Binding Sites/genetics , Consensus Sequence , DNA Footprinting , DNA, Bacterial/analysis , DNA, Bacterial/genetics , DNA, Intergenic , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Escherichia coli/genetics , Escherichia coli Proteins/metabolism , Exotoxins/genetics , Genes, Regulator , Genetic Complementation Test , Lac Operon , Mutagenesis, Site-Directed , Mutation , Promoter Regions, Genetic , Protein Binding/genetics , Receptors, Cyclic AMP/metabolism , Trans-Activators/genetics , Virulence Factors/genetics , beta-Galactosidase/biosynthesis , Pseudomonas aeruginosa Exotoxin AABSTRACT
The flagellar transcriptional regulator FleQ appears to be the highest-level regulator in the hierarchical regulatory cascade of flagellar biogenesis in Pseudomonas aeruginosa. Except for the posttranslational downregulation of FleQ activity by FleN, an antiactivator, not much is known about the regulation of the fleQ gene or its gene product. Some FleQ homologs in other bacterial species either are positively regulated by another regulator (e.g., CtrA, the master regulator regulating FlbD in Caulobacter crescentus) or are expressed from a sigma70-dependent promoter (e.g., FlgR of Helicobacter pylori). In this study we demonstrated that Vfr, an Escherichia coli CRP homolog known to function as an activator for various genes, including lasR, regA, and toxA, in P. aeruginosa, is capable of repressing fleQ transcription by binding to its consensus sequence in the fleQ promoter. In a DNase I footprint assay, purified Vfr protected the sequence 5'-AATTGACTAATCGTTCACATTTG-3'. When this putative Vfr binding site in the fleQ promoter was mutated, Vfr was unable to bind the fleQ promoter fragment and did not repress fleQ transcription effectively. Primer extension analysis of the fleQ transcript revealed two transcriptional start sites, t1 and t2, that map within the Vfr binding site. A putative -10 region (TAAAAT) for the t2 transcript, with a five-of-six match with the E. coli sigma70 binding consensus, overlaps with one end of the Vfr binding site. A 4-bp mutation and an 8-bp mutation in this -10 region markedly reduced the activity of the fleQ promoter. The same mutations led to the disappearance of the 203-nucleotide fleQ transcript in an in vitro transcription assay. Vfr probably represses fleQ transcription by binding to the Vfr binding site in the fleQ promoter and preventing the sigma factor from binding to the -10 region to initiate transcription.