ABSTRACT
Measuring responses in the proteome to various perturbations improves our understanding of biological systems. The value of information gained from such studies is directly proportional to the number of proteins measured. To overcome technical challenges associated with highly multiplexed measurements, we developed an affinity reagent-based method that uses aptamers with protein-like side chains along with an assay that takes advantage of their unique properties. As hybrid affinity reagents, modified aptamers are fully comparable to antibodies in terms of binding characteristics toward proteins, including epitope size, shape complementarity, affinity and specificity. Our assay combines these intrinsic binding properties with serial kinetic proofreading steps to allow highly effective partitioning of stable specific complexes from unstable nonspecific complexes. The use of these orthogonal methods to enhance specificity effectively overcomes the severe limitation to multiplexing inherent to the use of sandwich-based methods. Our assay currently measures half of the unique proteins encoded in the human genome with femtomolar sensitivity, broad dynamic range and exceptionally high reproducibility. Using machine learning to identify patterns of change, we have developed tests based on measurement of multiple proteins predictive of current health states and future disease risk to guide a holistic approach to precision medicine.
ABSTRACT
The modern version of the RNA World Hypothesis begins with activated ribonucleotides condensing (nonenzymatically) to make RNA molecules, some of which possess (perhaps slight) catalytic activity. We propose that noncanonical ribonucleotides, which would have been inevitable under prebiotic conditions, might decrease the RNA length required to have useful catalytic function by allowing short RNAs to possess a more versatile collection of folded motifs. We argue that modified versions of the standard bases, some with features that resemble cofactors, could have facilitated that first moment in which early RNA molecules with catalytic capability began their evolutionary path toward self-replication.
Subject(s)
RNA, Catalytic/metabolism , Ribonucleotides/metabolism , Evolution, Molecular , RNA/genetics , RNA/metabolism , RNA, Catalytic/geneticsABSTRACT
Serum biomarkers in Duchenne muscular dystrophy (DMD) may provide deeper insights into disease pathogenesis, suggest new therapeutic approaches, serve as acute read-outs of drug effects, and be useful as surrogate outcome measures to predict later clinical benefit. In this study a large-scale biomarker discovery was performed on serum samples from patients with DMD and age-matched healthy volunteers using a modified aptamer-based proteomics technology. Levels of 1,125 proteins were quantified in serum samples from two independent DMD cohorts: cohort 1 (The Parent Project Muscular Dystrophy-Cincinnati Children's Hospital Medical Center), 42 patients with DMD and 28 age-matched normal volunteers; and cohort 2 (The Cooperative International Neuromuscular Research Group, Duchenne Natural History Study), 51 patients with DMD and 17 age-matched normal volunteers. Forty-four proteins showed significant differences that were consistent in both cohorts when comparing DMD patients and healthy volunteers at a 1% false-discovery rate, a large number of significant protein changes for such a small study. These biomarkers can be classified by known cellular processes and by age-dependent changes in protein concentration. Our findings demonstrate both the utility of this unbiased biomarker discovery approach and suggest potential new diagnostic and therapeutic avenues for ameliorating the burden of DMD and, we hope, other rare and devastating diseases.
Subject(s)
Biomarkers/blood , Blood Proteins/metabolism , Muscular Dystrophy, Duchenne/blood , Adolescent , Adult , Case-Control Studies , Child , Child, Preschool , Cohort Studies , Humans , Male , Young AdultABSTRACT
Selection of aptamers from nucleic acid libraries by in vitro evolution represents a powerful method of identifying high-affinity ligands for a broad range of molecular targets. Nevertheless, a sizeable fraction of proteins remain difficult targets due to inherently limited chemical diversity of nucleic acids. We have exploited synthetic nucleotide modifications that confer protein-like diversity on a nucleic acid scaffold, resulting in a new generation of binding reagents called SOMAmers (Slow Off-rate Modified Aptamers). Here we report a unique crystal structure of a SOMAmer bound to its target, platelet-derived growth factor B (PDGF-BB). The SOMAmer folds into a compact structure and exhibits a hydrophobic binding surface that mimics the interface between PDGF-BB and its receptor, contrasting sharply with mainly polar interactions seen in traditional protein-binding aptamers. The modified nucleotides circumvent the intrinsic diversity constraints of natural nucleic acids, thereby greatly expanding the structural vocabulary of nucleic acid ligands and considerably broadening the range of accessible protein targets.
Subject(s)
Aptamers, Nucleotide/chemistry , Aptamers, Nucleotide/metabolism , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Proto-Oncogene Proteins c-sis/metabolism , SELEX Aptamer Technique/methods , Amino Acid Motifs/genetics , Becaplermin , Crystallography, X-Ray , DNA Primers/genetics , Molecular Sequence Data , Molecular Structure , Phosphorylation , Protein Binding , Proto-Oncogene Proteins c-sis/chemistry , Sequence Analysis, DNA , Transition TemperatureABSTRACT
Antibodies have been the workhorse reagents of protein capture and quantification since their 1959 debut in the RIAs developed by Yalow and Berson. However, there are technical challenges to the use of antibodies in highly multiplexed arrays aimed at measuring hundreds or even thousands of proteins at one time. We describe here a recently developed class of synthetic protein-binding reagents (slow off-rate modified aptamer). We discuss the chemical makeup and protein binding specifications of slow off-rate modified aptamer reagents, compare them to traditional aptamers and antibodies, briefly describe the novel proteomic assay that takes advantage of their unique properties, and provide several examples of their multiple applications to biomarker discovery and validation across a range of biomedical science questions.
Subject(s)
Aptamers, Nucleotide/chemistry , Proteome/analysis , Proteomics/methods , Animals , Antibodies/analysis , Humans , Protein Array Analysis/methodsABSTRACT
Many of the authors of these short pieces (who were invited to contribute by Robin Gutell) have already written or spoken about Carl Woese since he died at the end of December 2012. My own thoughts were published in PNAS on February 26, 2013. Still saddened by Carl's death, I re-read what I wrote at that moment. The article was OK, although it was not strong enough for what Carl taught us: he deserved better. I'd like us to admire what Carl did over 50 years (which is a given), and to admire even more the way he did it. While Carl's accomplishments were huge, his intense dedication to the ideas that consumed him was even more impressive.
Subject(s)
RNA, Ribosomal/genetics , Animals , Biological Evolution , History, 20th Century , History, 21st Century , Humans , Origin of LifeABSTRACT
Progression from health to disease is accompanied by complex changes in protein expression in both the circulation and affected tissues. Large-scale comparative interrogation of the human proteome can offer insights into disease biology as well as lead to the discovery of new biomarkers for diagnostics, new targets for therapeutics, and can identify patients most likely to benefit from treatment. Although genomic studies provide an increasingly sharper understanding of basic biological and pathobiological processes, they ultimately only offer a prediction of relative disease risk, whereas proteins offer an immediate assessment of "real-time" health and disease status. We have recently developed a new proteomic technology, based on modified aptamers, for biomarker discovery that is capable of simultaneously measuring more than a thousand proteins from small volumes of biological samples such as plasma, tissues, or cells. Our technology is enabled by SOMAmers (Slow Off-rate Modified Aptamers), a new class of protein binding reagents that contain chemically modified nucleotides that greatly expand the physicochemical diversity of nucleic acid-based ligands. Such modifications introduce functional groups that are absent in natural nucleic acids but are often found in protein-protein, small molecule-protein, and antibody-antigen interactions. The use of these modifications expands the range of possible targets for SELEX (Systematic Evolution of Ligands by EXponential Enrichment), results in improved binding properties, and facilitates selection of SOMAmers with slow dissociation rates. Our assay works by transforming protein concentrations in a mixture into a corresponding DNA signature, which is then quantified on current commercial DNA microarray platforms. In essence, we take advantage of the dual nature of SOMAmers as both folded binding entities with defined shapes and unique nucleic acid sequences recognizable by specific hybridization probes. Currently, our assay is capable of simultaneously measuring 1,030 proteins, extending to sub-pM detection limits, an average dynamic range of each analyte in the assay of > 3 logs, an overall dynamic range of at least 7 logs, and a throughput of one million analytes per week. Our collection includes SOMAmers that specifically recognize most of the complement cascade proteins. We have used this assay to identify potential biomarkers in a range of diseases such as malignancies, cardiovascular disorders, and inflammatory conditions. In this chapter, we describe the application of our technology to discovering large-scale protein expression changes associated with chronic kidney disease and non-small cell lung cancer. With this new proteomics technology-which is fast, economical, highly scalable, and flexible--we now have a powerful tool that enables whole-proteome proteomics, biomarker discovery, and advancing the next generation of evidence-based, "personalized" diagnostics and therapeutics.
Subject(s)
Biomarkers/analysis , Diagnosis , Drug Therapy/methods , Proteomics/methods , Animals , Blood Proteins/chemistry , Complement Inactivating Agents/pharmacology , Complement System Proteins/physiology , Humans , Proteins/chemistryABSTRACT
Recent developments in aptamer chemistry open up opportunities for new tools for protein biosensing. In this work, we present an approach to use immobilized slow off-rate modified aptamers (SOMAmers) site-specifically labeled with a nitroxide radical via azide-alkyne click chemistry as a means for detecting protein binding. Protein binding induces a change in rotational mobility of the spin label, which is detected via solution-state electron paramagnetic resonance (EPR) spectroscopy. We demonstrate the workflow and test the protocol using the SOMAmer SL5 and its protein target, platelet-derived growth factor B (PDGF-BB). In a complete site scan of the nitroxide over the SOMAmer, we determine the rotational mobility of the spin label in the absence and presence of target protein. Several sites with sufficiently tight affinity and large rotational mobility change upon protein binding are identified. We then model a system where the spin-labeled SOMAmer assay is combined with fluorescence detection via diamond nitrogen-vacancy (NV) center relaxometry. The NV center spin-lattice relaxation time is modulated by the rotational mobility of a proximal spin label and thus responsive to SOMAmer-protein binding. The spin label-mediated assay provides a general approach for transducing protein binding events into magnetically detectable signals.
Subject(s)
Oligonucleotides , Proteins , Spin Labels , Protein Binding , Electron Spin Resonance Spectroscopy/methodsABSTRACT
On November 3-4, 2011, the Symposium RNA Science and its Applications: A look toward the Future was held at the University at Albany-SUNY in the capital of New York State. Unique to this Symposium's format were panel discussions following each of the four platform sessions: RNA Technological Innovation: Analysis, Delivery, Nanotechnologies, IT; Infectious and other diseases: The future of small molecule intervention; RNA Discovery and Innovation: Cell and Molecular Biology; and Cancer and Neurological Disease: The future of small RNAs as therapeutics and tools of investigation. The meeting was organized by Thomas Begley, Marlene Belfort, Daniele Fabris, Melinda Larsen, Pan T.X. Li, Albert Millis, Li Niu, David Shub, and Carla Theimer of The RNA Institute at University at Albany-SUNY, Paul F. Agris, Director, and Jennifer S. Montimurro, Program Manager.
Subject(s)
RNA/chemistry , RNA/genetics , Nanotechnology , Neoplasms/therapy , Nervous System Diseases/therapy , RNA, Small Untranslated/genetics , RNA, Small Untranslated/therapeutic useABSTRACT
Protein affinity reagents (PARs), most commonly antibodies, are essential reagents for protein characterization in basic research, biotechnology, and diagnostics as well as the fastest growing class of therapeutics. Large numbers of PARs are available commercially; however, their quality is often uncertain. In addition, currently available PARs cover only a fraction of the human proteome, and their cost is prohibitive for proteome scale applications. This situation has triggered several initiatives involving large scale generation and validation of antibodies, for example the Swedish Human Protein Atlas and the German Antibody Factory. Antibodies targeting specific subproteomes are being pursued by members of Human Proteome Organisation (plasma and liver proteome projects) and the United States National Cancer Institute (cancer-associated antigens). ProteomeBinders, a European consortium, aims to set up a resource of consistently quality-controlled protein-binding reagents for the whole human proteome. An ultimate PAR database resource would allow consumers to visit one on-line warehouse and find all available affinity reagents from different providers together with documentation that facilitates easy comparison of their cost and quality. However, in contrast to, for example, nucleotide databases among which data are synchronized between the major data providers, current PAR producers, quality control centers, and commercial companies all use incompatible formats, hindering data exchange. Here we propose Proteomics Standards Initiative (PSI)-PAR as a global community standard format for the representation and exchange of protein affinity reagent data. The PSI-PAR format is maintained by the Human Proteome Organisation PSI and was developed within the context of ProteomeBinders by building on a mature proteomics standard format, PSI-molecular interaction, which is a widely accepted and established community standard for molecular interaction data. Further information and documentation are available on the PSI-PAR web site.
Subject(s)
Databases, Protein/standards , Proteome/analysis , Database Management Systems/standards , Humans , International Cooperation , Proteomics/methods , Terminology as TopicABSTRACT
DNA array technology has changed all discussions about proteomics. Whole genome arrays allow unbiased experimentation, and the surprises that flow from those approaches. 'Whole proteome' proteomics is not possible today, and might never be possible unless experiments are guided by careful evaluation of reagent specificity. In this paper we explore some possible ways to increase the content of proteomic analysis.
Subject(s)
Diagnosis , Proteomics/methods , Animals , Antibodies/immunology , Aptamers, Peptide/metabolism , Humans , Protein Array Analysis , Sensitivity and SpecificityABSTRACT
Genome-wide association studies (GWAS) with intermediate phenotypes, like changes in metabolite and protein levels, provide functional evidence to map disease associations and translate them into clinical applications. However, although hundreds of genetic variants have been associated with complex disorders, the underlying molecular pathways often remain elusive. Associations with intermediate traits are key in establishing functional links between GWAS-identified risk-variants and disease end points. Here we describe a GWAS using a highly multiplexed aptamer-based affinity proteomics platform. We quantify 539 associations between protein levels and gene variants (pQTLs) in a German cohort and replicate over half of them in an Arab and Asian cohort. Fifty-five of the replicated pQTLs are located in trans. Our associations overlap with 57 genetic risk loci for 42 unique disease end points. We integrate this information into a genome-proteome network and provide an interactive web-tool for interrogations. Our results provide a basis for novel approaches to pharmaceutical and diagnostic applications.
Subject(s)
Blood Proteins/metabolism , Endpoint Determination , Genetic Predisposition to Disease , Proteome/metabolism , Alleles , Complement System Proteins/metabolism , Drug Delivery Systems , Gene Regulatory Networks , Genetic Variation , Genome, Human , Genome-Wide Association Study , Glycoproteins/metabolism , Heme/metabolism , Humans , Molecular Sequence Annotation , Pharmacogenetics , Protein Processing, Post-Translational/genetics , Proteome/genetics , Quantitative Trait Loci , RNA Splicing/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results , Risk FactorsABSTRACT
For any new class of therapeutics, there are certain types of indications that represent a natural fit. For nucleic acid ligands in general, and aptamers in particular, the eye has historically been an attractive site for therapeutic intervention. In this review, we recount the discovery and early development of three aptamers designated for use in ophthalmology, one approved (Macugen), and two in late-stage development (Fovista and Zimura). Every one of these molecules was originally intended for other indications. Key improvements in technology, specifically with regard to libraries used for in vitro selection and subsequent chemical optimization of aptamers, have played an important role in allowing the identification of development candidates with suitable properties. The lessons learned from the selection of these molecules are valuable for informing us about the many remaining opportunities for aptamer-based therapeutics in ophthalmology as well as for identifying additional indications for which aptamers as a class of therapeutics have distinct advantages.
Subject(s)
Aptamers, Nucleotide/therapeutic use , Eye Diseases/therapy , Ophthalmology/trends , SELEX Aptamer Technique/trends , Eye Diseases/genetics , Humans , LigandsABSTRACT
The development of high-density arrays for proteomics has become a goal of SomaLogic, many other companies, and a wide variety of academic entities. Unfortunately, the word proteomics has come to mean virtually everything. We define proteomics as being derived from arrays of analyte-specific reagents (ASRs) used to measure (something about) proteins. As the density of the ASRs on a chip increases toward the number of proteins in an organism, the concept of proteomics moves toward comprehensive proteomics. At issue then, is what constitutes an ASR, and what differences between them lead toward more or less biological information from a high-density panel of ASRs.
Subject(s)
Electrophoresis, Gel, Two-Dimensional/methods , Enzyme-Linked Immunosorbent Assay/methods , Photochemistry/methods , Protein Array Analysis/methods , Proteins/analysis , Proteins/chemistry , Indicators and Reagents/chemistry , Ligands , Molecular Probes , Protein Array Analysis/trends , Proteomics/methods , Sensitivity and SpecificityABSTRACT
The yet-unrealized potential for more "personalized" Direct-to-Consumer (DTC) tests to fundamentally alter the practice and economics of healthcare is undeniable. However, there are also many challenges to be met, including the herculean task of ensuring that the information provided by such tests is scientifically sound and, ideally, medically actionable. We consider recent events in DTC testing and suggest a "thought experiment" of an approach that could ultimately meet the needs of patients, providers and regulatory authorities.
ABSTRACT
Protein diagnostic applications typically require pairs of analyte-specific reagents for capture and detection. We developed methods for the systematic isolation of slow off-rate modified aptamer (SOMAmer) reagents that bind to different epitopes and allow efficient pair-wise screening of multiple ligands. SOMAmers were generated via a second systematic evolution of ligands by exponential enrichment (SELEX), using complexes of target proteins with a primary, non-amplifiable SOMAmer and employing different modified nucleotides (e.g., naphthylmethyl- or tryptaminocarbonyl-dU) to favor alternate binding epitopes. Non-competing binding of primary and secondary SOMAmers was tested in radiolabel competition and sandwich binding assays. Multiplexed high-throughput screening for sandwich pairs utilized the Luminex platform, with primary SOMAmers as capture agents attached to different types of LumAvidin beads, which were then pooled for testing the secondary SOMAmers individually as detection agents. Functional SOMAmer pairs were obtained for Clostridium difficile binary toxin (CdtA) and for a panel of human proteins (ANGPT2, TSP2, CRDL1, MATN2, GPVI, C7, PLG) that had been previously identified as promising markers for cardiovascular risk. The equilibrium dissociation constants (Kd values) ranged from 0.02-2.7 nM, and the detection limits were in the low picomolar range for these proteins in SOMAmer sandwich assays. These results indicate that SOMAmer pairs hold promise for the development of rapid tests or specific diagnostic panels.
Subject(s)
Aptamers, Nucleotide , Proteins/isolation & purification , SELEX Aptamer Technique/methods , Affinity Labels/chemistry , Aptamers, Nucleotide/chemistry , Humans , Molecular Diagnostic Techniques , Protein Binding , Proteins/chemistry , Recombinant Proteins/chemistry , Recombinant Proteins/isolation & purificationABSTRACT
Limited chemical diversity of nucleic acid libraries has long been suspected to be a major constraining factor in the overall success of SELEX (Systematic Evolution of Ligands by EXponential enrichment). Despite this constraint, SELEX has enjoyed considerable success over the past quarter of a century as a result of the enormous size of starting libraries and conformational richness of nucleic acids. With judicious introduction of functional groups absent in natural nucleic acids, the "diversity gap" between nucleic acid-based ligands and protein-based ligands can be substantially bridged, to generate a new class of ligands that represent the best of both worlds. We have explored the effect of various functional groups at the 5-position of uracil and found that hydrophobic aromatic side chains have the most profound influence on the success rate of SELEX and allow the identification of ligands with very low dissociation rate constants (named Slow Off-rate Modified Aptamers or SOMAmers). Such modified nucleotides create unique intramolecular motifs and make direct contacts with proteins. Importantly, SOMAmers engage their protein targets with surfaces that have significantly more hydrophobic character compared with conventional aptamers, thereby increasing the range of epitopes that are available for binding. These improvements have enabled us to build a collection of SOMAmers to over 3,000 human proteins encompassing major families such as growth factors, cytokines, enzymes, hormones, and receptors, with additional SOMAmers aimed at pathogen and rodent proteins. Such a large and growing collection of exquisite affinity reagents expands the scope of possible applications in diagnostics and therapeutics.
ABSTRACT
Good medicine begins, by and large, with measurements. For medicine to become truly personalized, it is critical that the right measurements are made and interpreted. Although genomics holds great promise for deepening our understanding of biology, we believe that a perhaps more critical and transformative measurement for medicine is proteomics, which has lagged behind genomics for largely technological reasons. Proteins uniquely provide a real-time, clinically relevant measure of individual patients. We describe here an entirely new proteomics technology that makes the measure of proteins from biological samples as straightforward as measuring genes, and list some of the applications that have already been performed.