The instant application contains a Sequence Listing which has been submitted electronically in ASCII format and is hereby incorporated by reference in its entirety. Said ASCII copy, created on Dec. 20, 2022, is named 5301_04US02_SL.txt and is 5,254 bytes in size.
The present disclosure relates to viral detection, and more particularly relates to detection of the virus SARS-CoV-2 by use of a highly specific molecular diagnostic comprising a peptide beacon.
Over the past year, SARS-CoV-2 has emerged as a highly pathogenic coronavirus and has nowspread to over 200 countries, infecting over 50 million people worldwide and killing over 1 million people as of October 2020. Economies have crashed, travel restrictions have been imposed, and public gatherings have been canceled, all while a sizeable portion of the human population remains quarantined. Rapid transmission dynamics as well as a wide range of symptoms, from a simple dry cough to pneumonia and death, are common characteristics of coronavirus disease 2019 (COVID-19) [Wu, J. T. et al. Estimating clinical severity of COVID-19 from the transmission dynamics in Wuhan, China. Nat. Med. 26, 506-510 (2020)]. With no cures readily available [Lurie, N., Saville, M., Hatchett, R. & Halton, J. Developing covid-19 vaccines at pandemic speed. N. Engl. J. Med. 382, 1969-1973 (2020)], and only limited vaccine availability, there is a pressing need for fast and effective detection of the virus.
Existing viral detection methods rely on complex, multistep processes, such as PCR, LAMP, or CRISPR-based method for sufficiently sensitive detection. These methods are generally quite costly and require a long duration to yield a result.
Thus, there exists a present need in the art for a rapid, point-of-care, viral detection assay, that is specific to SARS-CoV-2 and provides accurate results.
The present disclosure relates to a rapid, sensitive and highly specific molecular diagnostic comprising a peptide beacon. The peptide beacons of the present disclosure can be used for the detection of any intended target protein. Such a highly specific molecular diagnostic employing peptide beacons of the present disclosure are critical to facilitate human economic and societal activity in the presence of the current SARS-CoV-2 or future pandemic. In order to be optimally impactful, the diagnostic can provide point-of-care and be able to detect target proteins, such as SARS-CoV-2 or other target virus within a matter of minutes.
In some aspects, the assembled peptide beacon comprises a stem having two ends and a loop proximately located between the two stem ends. A fluorophore-quencher pair can be attached to the two ends of the stem. The two stem ends configured to coil over each other to create a coiled-coil structure and the loop comprises a receptor sequence for the intended target protein. The receptor sequence being capable of binding to the intended target protein and transitioning the fluorescence state of the peptide beacon from a low-fluorescence state to a high-fluorescence state. In some aspects, the low-fluorescence state occurs when a distance between the quencher (Q) and the fluorophore (F) is approximately the Förster distance. In some aspects, the high-fluorescence state occurs when the distance between the quencher (Q) and the fluorophore (F) is greater than the Förster distance.
In some aspects, the present disclosure relates to computationally designed and developed peptide beacons.
In some aspects, molecular beacons may be oligonucleotides or peptide sequences with a first modified end having an attached quencher and a second modified end having an attached fluorophore. In some aspects, molecular beacons use binding-specific conformational changes to produce a detectable signal. In the absence of the target molecule, the terminal ends of the molecular beacon are in close proximity to each other bringing the fluorophore/quencher pair in proximity and thereby minimizing fluorescence emission. Hybridization of the target molecule to the targeting portion in the middle of the beacon causes a conformational change that separates the fluorophore/quencher pair resulting in an increase in fluorescence emission.
In some aspects, the peptide beacons are based on a novel SARS-CoV-2 spike protein binding peptide.
In some aspects, the peptide beacons are able to detect a receptor binding domain (RBD) of the SARS-CoV-2 spike protein. In some aspects, the with a peptide beacons are able to detect a RBD of the SARS-CoV-2 spike protein with a limit of detection (LOD) of about 50 to about 60 pM and 10-fold fluorescence signal than the background within 10 minutes of turn-around time, in some aspects less than 10 minutes of turn-around time.
In some aspects, the peptide beacons are integrated with on-chip optical sensors to construct a point-of care antigen test platform, such as for SARS-CoV-2.
In some aspects, the peptide beacon comprises a peptide sequence having the sequence identified as SEQID No. 1.
In some aspects, the peptide beacon comprises a peptide sequence having the sequence identified as SEQID No. 2.
In some aspects the peptide beacon comprises a peptide sequence having the sequence identified as SEQID No. 3.
In some aspects, the peptide beacon is synthesized from a peptide sequencing having the sequence identified as SEQID No. 4.
In some aspects, the synthesized peptide beacon has the sequence identified as SEQID No. 5.
In some aspects, the synthesized peptide beacon has the sequence identified as SEQID No. 6.
In some aspects, the synthesized peptide beacon has the sequence identified as SEQID No. 7.
In some aspects, the peptide beacon is synthesized from a peptide sequencing having the sequence identified as SEQID No. 1 conjugated with the sequence identified as SEQID No. 2.
In some aspects, the peptide beacon is synthesized from a peptide sequencing having the sequence identified as SEQID No. 1 conjugated with the sequence identified as SEQID No. 3.
In some aspects, the peptide beacon is synthesized from a peptide sequencing having the sequence identified as SEQID No. 1 conjugated with the sequence identified as SEQID No. 4.
In some aspects, the peptide beacon is configured to have a stem section and a loop section, the stem section comprising a coiled-coil peptide and the loop section comprising a receptor for the intended target protein.
In some aspects, the loop section of the peptide beacon comprises a sequence listing comprising the sequence identified as SEQID No. 8.
In some aspects, the peptide beacon comprises a fluorophore-quencher pair attached to the two ends of the stem section.
In some aspects, the peptide beacon is configured such that when the target binds to the loop section, the stem section opens up moving the fluorophore away from the quencher, resulting in an increase in the fluorescence yield of the system. In some aspects, the system is configured to sense an increase in fluorescence yield.
Other aspects, advantages and novel features of the invention will become more apparent from the following detailed description of the invention when considered in conjunction with the accompanying drawing, wherein:
Disclosed herein are peptide beacons that can be employed for one-step detection of viruses, such as SARS-CoV-2. The disclosed detection employing the peptide beacons is highly sensitive and provides effective detection of a target protein in a short amount of time.
Referring now to
In some preferred aspects, peptide R comprises a coupling linker and a quencher (Q). In some aspects, the coupling linker is present at the N-terminus of peptide R and is capable of coupling with an amino acid present at an N-terminus of peptide L to conjugate peptide R with peptide L to form peptide beacon RL.
In some preferred aspects, the coupling linker is a maleimide linker proximately located at the N-terminus of peptide R. In some preferred aspects, the maleimide linker present at the N-terminus of peptide R is capable of coupling with a cysteine amino acid present at an N-terminus of L to conjugate peptide R with peptide L to form peptide beacon RL.
In some aspects, the quencher (Q) is proximately located the C-terminus of peptide R. In some preferred aspects, the quencher (Q) of peptide R comprises an in-sequence lysine amino acid labeling by DABCYL.
In aspects, peptide L comprises a fluorophore (F) and a receptor sequence for the intended target protein. In some preferred aspects, the fluorophore (F) is proximately located the C-terminus of peptide L. In some preferred aspects, the fluorophore is fluorescein isothiocyanate (FITC). In some preferred aspects, the N-terminus of peptide L is a cysteine amino acid. In some preferred aspects, the receptor sequence comprises a portion of peptide L.
In some alternative aspects, peptide R comprises a coupling linker and a fluorophore (F) and peptide L comprises the quencher (Q) and the receptor sequence. In still some other alternative aspects, the coupling linker can be located on either peptide R or peptide L to form peptide beacon RL.
The fluorescence of a fluorophore, such as fluorescein isothiocyanate (FITC) in example synthesis 100, in peptide L decreases after peptide L conjugates with peptide R to form peptide beacon RL due to the proximity of the fluorophore with a quencher in peptide R, such as DABCYL in example synthesis 100. Thus, the decrease in fluorescence over time after peptide R is added to peptide L can provide an indication of synthesis of the peptide beacon, such as RL shown in synthesis 100.
In some embodiments, gel electrophoresis, mass spectrometry, or any other appropriate analysis may also be used to confirm synthesis of peptide beacons from conjugation between peptide R and peptide L.
The present disclosure includes using peptide sequences, for assembling peptide beacons, according to certain embodiments of the present invention. In some preferred aspects, peptide R has SEQID NO. 1, as provided in Table 1. In some preferred aspects, peptide L has SEQID NO. 2, SEQID NO. 3, or SEQID NO. 4, as provided in Table 1.
The present disclosure includes peptide beacons assembled using peptide subunit sequences according to certain embodiments of the present invention. In some aspects, the assembled peptide beacon comprises a stem having two ends and a loop proximately located between the two stem ends. The two stem ends are configured to coil over each other to create a coiled-coil structure and the loop comprises a receptor sequence for the intended target protein. In some aspects, the stem of the assembled peptide beacon comprises peptide subunit R. In some aspects, the stem of the assembled peptide beacon comprises a first portion of peptide subunit L and the loop of the assembled peptide beacon comprises a second portion of peptide subunit L. In some aspects, the stem comprises peptide subunit R and a first portion of peptide subunit L, which are coiled over each other to create a coiled-coil structure, and the loop of the assembled peptide beacon comprises a second portion of peptide subunit L that forms the receptor sequence for the intended target protein. The receptor sequence being capable of binding to the intended target protein and transitioning the fluorescence state of the peptide beacon from a low-fluorescence state to a high-fluorescence state, such as shown in
In some preferred aspects, peptide RL1 has SEQID No. 1 as peptide subunit R and SEQID No. 2 as peptide subunit L. In some preferred aspects, peptide RL2 has SEQID No. 1 as peptide subunit R and SEQID No. 3 as peptide subunit L. In some preferred aspects, peptide RL3 has SEQID No. 1 as peptide subunit R and SEQID No. 4 as peptide subunit L.
In some preferred aspects, peptide beacon RL1 has SEQID NO. 5, peptide beacon RL2 has SEQID NO. 6, and peptide beacon RL3 has SEQID NO. 7, as provided in Table 2.
In some aspects, the stem of the assembled peptide beacon comprises peptide subunit R having SEQID No. 1 and a first portion of peptide subunit L1, and the loop of the assembled peptide beacon comprises a second portion of peptide subunit L1, which is the receptor sequence for the intended target protein. In some aspects, the stem of the assembled peptide beacon comprises peptide subunit R having SEQID No. 1 and a first portion of peptide subunit L2, and the loop of the assembled peptide beacon comprises a second portion of peptide subunit L2, which is the receptor sequence for the intended target protein. In some aspects, the stem of the assembled peptide beacon comprises peptide subunit R having SEQID No. 1 and a first portion of peptide subunit L3, and the loop of the assembled peptide beacon comprises a second portion of peptide subunit L3, which is the receptor sequence for the intended target protein.
In some preferred aspects, the second portion of peptide subunit L that is the receptor sequence comprises SEQID No. 8, shown in Table 3. The receptor sequence being capable of binding to the intended target protein and transitioning the fluorescence state of the peptide beacon from a low-fluorescence state to a high-fluorescence state.
As discussed in more detail in relation to the examples below, a peptide beacon according to the present disclosure will assume a closed configuration having the coiled-coil structure when no target is bound. When a target protein, such as a viral spike protein, is bound by the receptor loop formed by the beacon in the closed formation, the beacon undergoes a conformational shift and the quencher and the fluorophore move away from one another to an open configuration having an open-coil structure, and the fluorophore will fluoresce. The transition from the low-fluorescent state to the high-fluorescent state, such as shown in
Peptide beacons according to the present disclosure may generally exhibit common features to support efficiency of manufacture and function. The structure of the peptide beacon generally comprises a stem and a loop. The sequence of peptide R comprises a sequence for the right arm (r) of the stem. The sequence of peptide L comprises a sequence for the receptor (loop) and a sequence for the left arm (1) of the stem. In the structure of a peptide beacon, the right arm (r) and the left arm (1) coil over each other to form a coiled-coil structure, which can serve as a stem in the peptide beacon. Peptide R can be conjugated with peptide L to synthesize a peptide beacon RL, which can be employed as a probe for a highly specific molecular diagnostic.
The following example machine learning method, shown in the flowchart of
The example method can be used for an initial design of coiled coil arms, e.g., r and 1 as discussed above. The right and left arm of the coiled coil beacons can be designed using starting coiled coil sequences obtained, such by searching the Protein Data Bank (PDB) for proteins with a coiled coil motif. In some cases, all proteins from a bank, such as PDB, may be retrieved. Using a protein-protein docking protocol, e.g., Rosetta Docking Protocol, the candidate sequences for the right and left arms can be docked against a target of interest and a binding strength score can be predicted. The docking can be evaluated using the docking protocol to identify top candidates for the right and left arms. The arms may also be tested against the target individually, such as by using a degradation assay in the lab. Designs for downstream processing for the left and right arms can be selected based on the lab results and docking models.
The example method shown in the flowchart of
A binding portion of the coiled coil beacon can be designed by using a distogram predicting machine learning model. In some preferred aspects, the distogram predicting model is a trRosetta distogram prediction model. A partial distogram with the coiled coil portions of the protein can be supplied to a generative model configured to predict an initial random sequence as a candidate for the binding loop. The sequence can be iteratively optimized, such as by using the distogram prediction model to predict the distogram of the complete protein formed by the initial random sequence with the coiled coil arms.
Various loss can be used to configure the distogram prediction. The loss used can a coiled coil motif loss, a generative loss, a loss based on sequence constraints, or a combination thereof. Sequence based constraints can be used to favor proteins that have binding affinity to the target of interest. The constraints can be selected based on a known binding partner to the target and then forcing a model to complete the distogram using a sequence, which in some preferred aspects has at least 70% similarity to the known binding partner. In some aspects, the similarity is least 50% similarity, in some aspects at least 55% similarity, in some aspects at least 60% similarity, in some aspects at least 65% similarity, in some aspects at least 70% similarity, in some aspects at least 75% similarity, in some aspects at least 80% similarity, in some aspects at least 85% similarity, in some aspects at least 90% similarity, in some aspects at least 95% similarity, to the known binding partner. In some aspects, one or more residues that play a role in the binding with the target of interest may be constrained in the generative model, allowing the generative model freedom to change or more other residues.
The example method can be used for improving the designs of coiled coil arms, such as for peptide beacons according to the present disclosure. Some or all parts of a coiled coil beacon can be combined together for additional stages of modeling. The coiled coil beacons can be further improved using conformational modeling with a binding loop in between the coiled coils and mutagenesis (computational and lab-based).
Since the 2003 SARS epidemic, it has been widely known that the angiotensin-converting enzyme 2 (ACE2) receptor is critical for SARS-CoV entry into host cells [Du, et al., “The spike protein of sars-cov—a target for vaccine and therapeutic development”, Nat Rev. Microbiol. (2009)]. ACE2 is a monocarboxypeptidase, widely known for cleaving various peptides within the renin—angiotensin system [Tipnes, et al., “A human homolog of angiotensin-converting enzyme: cloning and functional expression as a captopril-insensitive carboxypeptidase”, Journal of Biological Chemistry (2000)]. Functionally, there are two forms of ACE2. The full-length ACE2 contains a structural transmembrane domain, which anchors its extracellular domain to the plasma membrane [Du, et al., “The spike protein of sars-cov a target for vaccine and therapeutic development” Nat. Rev. Microbiol. (2009)]. The extracellular domain has been demonstrated as a receptor for the spike (S) protein of SARS-CoV, and recently, for the SARS-CoV-2.
In certain embodiments of the present invention, the peptide beacons are based on a novel SARS-CoV-2 spike protein binding peptide. In some embodiments, the peptide beacons are able to detect RBD of the SARS-CoV-2 spike protein with a LoD of 50-60 pM and 10-fold fluorescence signal than the background within 10 minutes of turn-around time.
In some embodiments, the peptide beacons are integrated with on-chip optical sensors to construct a point-of care antigen test platform, such as for SARS-CoV-2.
In some aspects, the peptide beacons can be employed for detection of a sample, such as a sample from a mammal, preferably a human. In some aspects, the sample can be a bodily fluid, such as blood, urine, saliva, nasal mucus, or the like. In some preferred aspects, the sample is a nasal fluid, nasopharyngeal fluid, oropharyngeal fluid, condensed breath or combination thereof.
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Attached hereto as Appendix A, which is herein fully incorporated by reference, is a draft pre-publication journal submission related to the disclosed embodiments of the present invention.
While certain embodiments of the present disclosure are discussed herein, many other implementations will occur to one of ordinary skill in the art and are all within the scope of the invention. Each of the various embodiments described above may be combined with other described embodiments in order to provide multiple features.
Furthermore, while the foregoing describes a number of separate embodiments of the apparatus and method of the present invention, what has been described herein is merely illustrative of the application of the principles of the present invention. Other arrangements, methods, modifications, and substitutions by one of ordinary skill in the art are therefore also considered to be within the scope of the present invention.
The present application claims priority to U.S. Provisional Application Ser. No. 63/182,537 filed Apr. 30, 2021 and entitled “PEPTIDE BASED PROBES FOR THE DETECTION OF SARS-COV-2”, which is hereby incorporated by reference in its entirety.
Number | Date | Country | |
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63182537 | Apr 2021 | US |