Preprint
Article

This version is not peer-reviewed.

Phage vs Phage: Direct Selections of Sandwich Binding Pairs

A peer-reviewed article of this preprint also exists.

Submitted:

07 February 2023

Posted:

08 February 2023

You are already at the latest version

Abstract
The sandwich format immunoassay is generally more sensitive and specific than more common assay formats, including direct, indirect, or competitive. A sandwich assay, however, requires two receptors to bind non-competitively to the target analyte. Typically, pairs of antibodies (Abs) or antibody fragments (Fabs) capable of forming a sandwiching with the target are identified through a slow, guess-and-check method with panels of candidate binding partners. Additionally, sandwich assays reliant on commercial antibodies can suffer from changes to reagent quality outside the researchers’ control. This report presents a reimagined and simplified phage display selection protocol that directly identifies sandwich binding peptides and Fabs. The approach yielded two sandwich pairs, one peptide-peptide and one Fab-peptide sandwich for the cancer and Parkinson’s disease biomarker DJ-1. Requiring just a few weeks to identify, the sandwich pairs delivered apparent affinity comparable to other commercial peptide and antibody sandwiches. The results reported here could expand the availability of sandwich binding partners for a wide range of clinical biomarker assays.
Keywords: 
;  ;  ;  ;  

Introduction

Precision medicine promises a future of individually tailored diagnostics and treatments. Achieving this degree of medical personalization will likely require a large number of sensitive, accurate, biomarker-based diagnostics to detect nascent disease and to monitor responses to treatments [1,2]. Because this approach requires frequent testing, samples ideally would be collected noninvasively or in minimal quantities through a “liquid biopsy” (e.g., by measuring biomarkers in blood, urine, or saliva) [3,4,5,6]. Challenges to the approach include the variance in the composition of some physiological fluids and also the requirement to detect biomarkers in low concentrations [7,8,9,10,11]. Thus, precision medicine necessitates the development of platforms for sensitive and selective quantitation of biomarkers within complex physiological fluids. For example, the experiments reported here focus on the detection of protein deglycase 1 (DJ-1), a multi-functional biomarker for several cancers and also for Parkinson’s disease [12,13,14,15,16,17,18].
By providing two receptors for the target antigen, the sandwich-format assay can address the dual challenges of sensitive and selective binding [19,20,21,22,23,24]. However, this assay format requires two compatible receptors to noncompetitively and simultaneously bind to the same antigen. The most widely deployed example of a sandwich-format assay is the at-home pregnancy test, which detects the early pregnancy hormone human chorionic gonadotropin [25]. The sandwich-format assay has also been applied to many other diagnostics, including for bladder cancer [26], severe skeletal injury [27], and heart failure [28]. The requirement for the target to bridge both receptors addresses the specificity challenge inherent in biological assays. Additionally, an improvement in sensitivity is often observed through conversion of assays to the sandwich format.
Unfortunately, identification of antibody pairs for sandwich format assays is often cumbersome, slow, and costly. After acquisition of the available commercial antibodies, each pair of antibodies must be screened for noncompetitive binding interactions with the target. As the number of testable antibodies increases, the number of required assays increases exponentially. Furthermore, an effective assay with a commercial sandwich pair can be lost through product discontinuation or drift in either quality control or the genetics of the hybridoma cell line [29,30].
To address these issues, several reports describe methods for improved sandwich pair discovery. For example, Ki et al. immobilized cetuximab, a commercially available antibody, to a microtiter plate and performed antibody phage display selections [31]. While this technique successfully identified a sandwich pair, the method still requires a commercial antibody bound to solid support. Gorman et al. pioneered a powerful phage-display technique for the direct selection of monobody sandwich pairs, Megaprimer Shuffling for Tandem Affinity Reagents (MegaSTAR). With MegaSTAR, the researchers identified high affinity pairs of sandwiched nanobodies [32]. However, the approach requires lengthy and potentially challenging subcloning steps to generate a tandem phage library for each target. Therefore, streamlined, easy approaches to discovering sandwich binding pairs remains an unsolved, important challenge.
Here we address this challenge with a simple, expedient, and generalizable selection method, termed phage vs. phage (PvP) (Figure 1). Using PvP, non-overlapping phage-displayed binders specific for DJ-1 were identified from both peptide and antibody fragment (Fab) libraries. Enzyme-linked immunosorbent assays (ELISAs) demonstrate the specific and sensitive sandwich binding pairs generated by the method.

Results and Discussion

Sandwich phage selections. The method reported here builds on conventional phage display. First, conventional selections identify an effective binder for one half of the sandwich assembly, which becomes the “known binding partner” for subsequent steps. Next, the phage displaying the known binding partner are biotinylated and adsorbed to a microtiter plate; the usual blocking step then prevents nonspecific interactions. The target antigen is added and allowed to bind to the surface-adsorbed, phage-displayed known binder. The phage-displayed protein or peptide library is added next. If the target antigen is present in excess quantities, only noncompetitive binding partners capable of forming a sandwich interaction with the known binding partner will be selected.
This approach has a major problem, however. Phage displaying the known binding partner will appear in overwhelming abundance compared to any selectant from the library. Such phage must be exhaustively culled from the eluted phage following each round to avoid their amplification; without this step, selectants from each round become suppressed amidst excess phage displaying the known binding partner to the target antigen. We demonstrate in this report that these undesirable phages can be biotinylated before selection and then removed using streptavidin magnetic beads before the phage amplification step. This strategy was inspired by the streptavidin-biotin immunoprecipitation assay and is made possible by the strong, functionally irreversible interaction between biotin and streptavidin [33,34].
Here, the PvP approach was used to discover a sandwich binding pair to the target DJ-1. A dimeric, globular protein like DJ-1 is an ideal target for this approach, as the surfaces of such proteins generally comprise multiple “pockets” where ligands can bind via weaker, noncovalent interactions [35]. A previously reported phage-displayed peptide, termed DPep1Φ (where the symbol Φ denotes phage), was chosen as the known binding partner for PvP selections with DJ-1 [36]. First, DPep1Φ were subjected to biotinylation through treatment with N-hydroxysuccinimide biotin to yield biotinylated DPep1Φ, abbreviated here as bDPep1Φ. A direct ELISA, in which an enzyme-conjugated receptor (peroxidase-conjugated streptavidin) binds to a plate-bound antigen (bDPep1Φ), assessed the success of the biotinylation reaction (Figure 2A). The strong dose-dependent response recorded for bDPep1Φ, compared to the non-biotinylated control, demonstrated successful biotinylation. Importantly, an indirect phage ELISA demonstrated that bDPep1Φ retains effective binding to plate-bound DJ-1 (Figure 2B).
The PvP strategy requires essentially complete removal of biotinylated DPep1Φ from the eluted solution. A pull-down titration assay with bDPep1Φ and streptavidin-coated magnetic beads determined the bead concentration (0.389 mg/mL) required to remove 17 nM biotinylated phage from solution (UV absorbance assay shown in Figure S1). To account for the relatively high detection limits of the UV-Vis absorbance assay, the streptavidin-coated magnetic beads were used at a higher concentration (2.00 mg/mL) during selections to ensure complete elimination of bDPep1Φ after each round of selection.
Characterization of sandwich peptide selectants. The PvP selection strategy was first performed with a phage P8-displayed, mega-random peptide library [37] (Table S1). The method yielded eight unique phage-displayed peptides, three of which could be produced in sufficient quantities for further characterization (Table 1). The phage indirect ELISA format is defined here as an assay in which microtiter plate-coated antigens are bound by antigen-specific phage and detected with an anti-phage antibody. This assay format performed with DJ-1 and the selectants (DPep2Φ, DPep3Φ, and DPep4Φ) yielded sigmoidal curves characteristic of dose-dependent binding (Figure 2A). The selectants demonstrated sub-micromolar phage EC50 values (70-207 pM), which are a bit weaker than the EC50 for DPep1Φ (14 pM) [36]. The lower apparent affinity for these secondary selectants could result from the known binding partner, DPep1, occupying the most thermodynamically productive binding sites for interacting with DJ-1. Supporting this hypothesis, the PvP selectants are not homologous to DPep1 in either amino acid sequence or theoretical isoelectric point (pI) (Table 1). Taken together, these data suggest the peptides identified by PvP are distinctly different from DPep1 and interact with DJ-1 noncompetitively. In addition to the indirect ELISA described here, experiments below demonstrated formation of a sandwich binding interaction for binding DJ-1.
The relative specificity of each PvP selectant was determined by indirect phage ELISA with a profile of competing antigens (Table S2, Figure 3B). Hemoglobin (Hb), human serum albumin (HSA), and F- E. coli lysate are potential interfering substances in biofluids (e.g., in urine). The high-pI hen egg white lysozyme (HEWL) was chosen to assess non-specificity to the anionic phage coat proteins. Due to its ubiquity as a blocking agent in assays, bovine serum albumin (BSA) was also included. Compared to the other PvP selectants, DPep4Φ had less specificity for DJ-1 compared to HEWL. This assay can also test for improvement in both sensitivity and specificity from the sandwich format assay, as described in the next section.
Sandwich ELISAs with peptide PvP selectants. Next, we evaluated sandwich binding between Dpep1 and the PvP selectants. For this experiment, non-phage-displayed, biotinylated Dpep1 was chemically synthesized. This peptide was then immobilized on a streptavidin-coated microtiter plate. This layer was used to capture DJ-1, added in serial dilutions during a 10-min incubation. The addition of phage peptide PvP selectants completed the sandwich assembly and, lastly, a peroxidase-conjugated anti-phage antibody quantified the binding interaction (Figure 3C). In this format, the DPep2Φ and DPep4Φ sandwich ELISAs failed to produce significant signal over the background; these two peptides likely were incapable of forming a sandwich interaction. However, the DPep3Φ sandwich ELISA returned a sigmoidal binding curve and an EC50 comparable to a previously reported sandwich phage/antibody ELISA with a commercial anti-DJ-1 antibody [36]. At DJ-1 concentrations above 1 µM, some nonspecificity with negative control phage (NegΦ) is observed; however, these high concentrations are unlikely to occur in biofluids.
The sandwich strep-DPep1/phage ELISA with the panel of interfering antigens – hemoglobin (Hb, HEWL), HSA, E. coli lysate, and BSA – evaluated the specificity improvements with the sandwich assembly (Figure 3D). Since the assay formats (indirect vs. sandwich) are not analogous, the data were normalized to the DJ-1 signal for each assay format. Statistical analysis of these normalized data revealed a substantial and statistically significant enhancement of specificity; the nonspecific Hb and BSA signal dropped significantly in the sandwich format (P <0.001 and <0.01, respectively). As expected, background binding to HEWL, which has a high pI causing it to bind non-specifically to the phage surface [38], was unaffected by the sandwich format. These data indicate that the PvP selection strategy can yield sandwich binding peptides with improved selectivity compared to the equivalent single phage binding partners.
PvP selections with a Fab phage-displayed library. Selections with a Fab phage library demonstrated the generality of the PvP method. The procedure was performed exactly as described above using bDPep1Φ, but with a P3 Fab phage-displayed library in place of the peptide library (Table S3) [39]. Three rounds of PvP selections identified a DJ-1 binding, phage-displayed Fab (DFab1Φ) (Table 2). An indirect phage ELISA with immobilized DJ-1 revealed a DFab1Φ EC50 of 393 pM, a value of similar magnitude to the peptides isolated from PvP selectants (Figure 4A). Similarly, DFab1Φ demonstrated high selectivity for DJ-1 versus the panel of interfering antigens (Figure 4B). Thus, the PvP selection strategy is generalizable and can be performed with a variety of phage libraries.
The previously described sandwich strep-DPep1/phage ELISA had an EC50 for binding to DJ-1 of 289 nM (Figure 4C). The DPep1/DFab1Φ sandwich assembly demonstrated improved specificity for DJ-1 compared to the indirect phage ELISA for HEWL, HSA, and E. coli. Interestingly, a slight decrease in specificity over DJ-1 for Hb was also observed (Figure 4D), but homology searches did not reveal any significant similarities between these proteins that could explain the origin of this non-specificity. These data, when considered with the dose-dependent sandwich ELISA data, demonstrate that the PvP selection strategy can yield sandwich binding peptides that can rival a commercial antibody sandwich in sensitivity and improve selectivity compared to the individual phage binding partners.

Conclusions

The sandwich ELISA format is widely deployed in healthcare, due to its high sensitivity and specificity, but identification of “matched” or noncompetitive binding sandwich pairs beyond a “guess-and-check” method remains elusive. Furthermore, even when a sandwich assay is established with a commercial antibody, the assay’s efficacy can be compromised by circumstances beyond the researchers’ control. This report presents a modified phage display protocol that directly selects for peptides and Fabs that bind to DJ-1 in concert with the well-established DPep1. Primary selectants, not subject to further affinity maturation, demonstrated binding capabilities comparable to a similar sandwich assay with a commercial antibody and improved specificity over the corresponding indirect phage ELISA. Additionally, PvP selections are comparatively quite simple to execute and can be implemented in any laboratory currently performing traditional phage display selections. Thus, the PvP selection method could provide the basis for expanding applications of sandwich assays in clinical settings.

Materials and Methods

Materials. Unless otherwise specified, reagents were sourced from Sigma Aldrich. Antibody-fragment phage libraries were generously gifted from the laboratory of Prof. Sachdev Sidhu. DJ-1 protein was expressed and purified as previously described [36].
Phage propagation and purification. The phagemid DNA was transformed into SS320 competent E. coli, and cells were plated on an LB agar plate supplemented with 50 μg/mL carbenicillin before incubation overnight at 37 °C. A single colony was selected to inoculate 25 mL of 2YT (autoclaved solution 16 g tryptone, 5 g NaCl, 10 g yeast extract in 1 L final volume water) supplemented with 50 μg/mL carbenicillin and 2.5 μg/mL tetracycline. The culture was shaken at 37 °C until its OD600 reached 0.5; then, 30 μM IPTG and sufficient M13KO7 to achieve a multiplicity of infection of 4.6 was added. After an additional 45 min incubation, 8 mL of the culture was used to inoculate 150 mL of 2YT supplemented with carbenicillin (50 μg/mL), kanamycin (20 μg/mL), and IPTG (30 μM). This culture was incubated at 30 °C with shaking at 225 rpm for 18 h.
The cultures were centrifuged at 10 krpm (15300 x g) for 10 min. The supernatant was transferred to a centrifuge tube containing 1/5 of the supernatant’s volume of a mixture of PEG8000 (20%, w/v) and NaCl (2.5 M). The tube was inverted five times to mix and incubated on ice for 30 min. The solution was centrifuged at 10 krpm (15300 x g) for 15 min. The supernatant was decanted, and the tubes were centrifuged for an additional 4 min at 4 krpm (2429 x g). The pellets were resuspended in PBS and the precipitation steps were repeated. Phage concentrations were quantified by measuring absorbance at 268 nm. Finally, the phage were diluted to 60 nM, flash frozen with glycerol (10%, v/v), and stored at -80 °C.
NHS-biotin modification of phage. M13 bacteriophage (DPep1Φ) were diluted to 1 mg/mL. The diluted phage (1 mL) and EZ-Link NHS-biotin (ThermoFisher, 33 mM in DMSO) were combined and incubated overnight at room temperature. After incubation, the solution was added to a 3000 MWCO membrane and dialyzed with stirring in 1 liter of PBS. After 4 h, the PBS was replaced with fresh solution and the dialysis was continued overnight.
Direct strep-HRP ELISA. Unless otherwise specified, all incubation steps were performed at 150 rpm and room temperature. A 96-well Maxisorp plate was coated with 100 μL/well of phage (1 nM in 50 mM Na2CO3) and incubated overnight at 4 °C. The coating solution was discarded, and the wells were blocked with 400 μL of blocking buffer (0.2% BSA in PBS) for 30 min. The blocking solution was removed, and the wells were washed three times with PBS-T (0.05% Tween-20 in PBS) followed by incubation for 1 h with serially diluted HRP-conjugated streptavidin (ThermoFisher) in PBT (0.2% BSA, 0.05% Tween-20 in PBS). The solution was again discarded, and the wells were washed five additional times with PBS-T and one final time with PBS. 1-Step Ultra TMB-ELISA Substrate Solution (Thermo Scientific, 100 μL per well) was added to each well, followed by 2 M H2SO4 (100 μL) after sufficient signal had developed. The absorbance at 450 nm was measured with an Epoch Microplate Spectrophotometer (BioTek) and the resulting data were analyzed and fit using GraphPad Prism 9.
Dynabeads titration. Dynabeads M-270 Streptavidin (Invitrogen) were serially diluted in PBS from 4.44 to 0.389 mg/mL. Solutions of phage were added to the Dynabead dilutions such that the final phage concentration was 17 nM. The solutions were incubated with shaking at 150 rpm for 10 min. A magnet was used to isolate the Dynabeads and the supernatant was pipetted into a new container. Negative control solutions with no phage were also performed with identical conditions. Final phage concentration was determined by absorbance at 268 nm.
Indirect phage affinity ELISA. A 96-well Nunc Maxisorp plate was coated with 10 μg/mL DJ-1 in coating buffer (100 μL/well, 50 mM Na2CO3) and incubated overnight at 4 °C. The coating solution was discarded, and the plate was blocked and washed as previously described. The plate was incubated with serially diluted phage in PBT for 1 h. The solution was removed, and 100 μL of 1:5000 Anti-M13 Monoclonal Antibody conjugated to HRP (Creative Diagnostics) diluted in PBT was added to each well. The plate was incubated for another 30 min, the antibody solution was discarded, and the wells were washed five times with PBS-T and once with PBS. Then, the plate was treated as described above.
Phage vs. Phage Selections. All incubation steps were performed on an orbital shaker at 150 rpm and room temperature. Biotinylated DPep1Φ (bDPep1Φ) was diluted to 1 nM in coating buffer and incubated on a Nunc MaxiSorp plate overnight (100 μL/well). The solution was discarded, and the wells were blocked for 30 min with 400 μL of either casein, BSA, HSA (0.2%), or Pierce Protein-Free Blocking Buffer. Next, the wells were washed with 100 μL PBS-T three times and incubated with 100 μL DJ-1 (3 μM in PBS with 0.05% Tween-20 and 0.2% corresponding blocking agent, or in Piece Protein-Free Blocking Buffer) for 1 h. The wells were again washed three times and incubated with the prepared phage library (60 nM in blocking buffer, 100 μL per well) for 90 min. The wells were washed again three times to remove nonspecifically binding, phage-displayed ligands.
The sandwich assemblies were eluted from the plate with HCl (0.1 M, 100 μL per well) and sonication in a water bath for 10 min. The eluted solutions were combined and neutralized with 1/3 the volume of Tris-HCl (1 M, pH 8.0). Dynabeads M-270 Streptavidin were added (2 mg/mL) and the solution incubated at 4 °C with shaking at 150 rpm for 30 min. The magnetic beads were isolated with a magnet and the supernatant was collected. The eluted phage solution was used to infect log phase E. coli XL-1 Blue cells (20 mL, supplemented with 5 μg/mL tetracycline). The culture was incubated with shaking at 225 rpm at 37 °C for 1 h. Next, M13KO7 helper phage (NEB) was added to reach a multiplicity of infection of 4.6 and the culture was incubated with shaking at 225 rpm 37 °C for 45 min. The culture was transferred to 200 mL of 2YT supplemented with 50 μg/mL carbenicillin and 20 μg/mL kanamycin) and incubated at 37 °C with shaking at 225 rpm for 18 h. The phage were precipitated as described above, and the resulting phage pellets were resuspended in PBS-T with glycerol (10%, v/v), separated into 1 mL aliquots, flash frozen with liquid nitrogen, and stored at -80 °C. As required, the phage solution was thawed on ice and precipitated a second time.
After 3 or 4 rounds of selections, spot assays were performed on 96 selectants. Briefly, individual phage colonies were amplified in 96 deep well plates as before. After centrifugation at 3 krpm (1462 x g), the supernatants were assayed by phage-based ELISA to assess binding to either DJ-1 or the blocking agent, BSA. From these screens, potential DJ-1 binders were isolated and evaluated by Sanger sequencing (Figure S2)
Indirect phage specificity ELISA. A 96-well Nunc Maxisorp plate was coated with 10 μg/mL of either BSA, HSA, hemoglobin, lysozyme, or E. coli supernatant in coating buffer (100 μL/well) and incubated overnight at 4 °C. From this point, the plate was treated identically to that described in Indirect Phage Affinity ELISA.
Direct strep-DPep1-HRP and DJ-1 ELISA. The wells of a 96-well Nunc Maxisorp plate were coated with 10 ug/mL DJ-1 in coating buffer (100 μL) and incubated at 4 °C with shaking at 150 rpm overnight. The coating solution was discarded, and blocking buffer (400 μL) was added to each well. The plate was incubated for 1 h at room temperature with shaking at 150 rpm. Next, a prepared strep-HRP:DPep1 peptide solution (1:4 molar ratio, 38 nM peptide) was serially diluted by a factor of 3 in PBT. The dilutions were added to the appropriate wells (100 μL) and incubated at room temperature with shaking at 150 rpm for 1 h. Then, the plate was treated as described above.
Sandwich strep-DPep1/phage affinity ELISA. A 96-well Nunc Maxisorp plate was coated with 1:24 molar ratio of strep-DPep1 in coating buffer (100 μL) and incubated at 4 °C with shaking at 150 rpm overnight. This solution was discarded and blocking buffer was added to each well (400 μL) for 1 h at room temperature with shaking at 150 rpm. DJ-1 was serially diluted with three-fold dilutions in PBT starting at a 10 μM concentration. The dilutions were added to each well (100 μL) and the plate was incubated at room temperature for 1 h with shaking at 150 rpm. The plate was washed three times and 1 nM of phage selectants were added to each well (100 μL in PBT). The plate was incubated at room temperature for 1 h with shaking at 150 rpm, followed by an additional three washes. Next, 1:5,000 anti-M13-HRP was added to each well (100 μL in PBT) and the plate was incubated at room temperature for 30 min with shaking at 150 rpm. Then, the plate was treated as described above.
Sandwich strep-DPep1/phage specificity ELISA. A 96-well Nunc Maxisorp plate was coated with 1:24 molar ratio of strep-DPep1 in coating buffer (100 μL) and incubated at 4 °C with shaking at 150 rpm overnight. This solution was discarded and blocking buffer was added to each well (400 μL) for 1 h at room temperature with shaking at 150 rpm. BSA, HSA, hemoglobin, lysozyme, (10 μM, 100 μL/well) or E. coli supernatant in PBT and incubated 1 h at 4 °C. Then, the plate was treated as described in the Sandwich Strep-DPep1/Phage Affinity ELISA section.
Data analysis. All data and statistics (mean, SEM, P values) were analyzed with GraphPad Prism 9.0. Specificity ELISA data were normalized by division of the DJ-1 signal for each assay type. Analysis of variance (ANOVA) with Sidak’s multiple comparisons was performed to determine significance between DPep3Φ indirect and DPep3Φ sandwich ELISAs. ANOVA with Dunnett’s multiple comparisons was performed to determine significance between DFab1Φ indirect and DFab1Φ sandwich ELISAs.

Supplementary Materials

The following supporting information can be downloaded at the website of this paper posted on Preprints.org. Figure S1. Additional Assays for PvP Selections and Strep-DPep1 Binding, Figure S2. PvP selectant spot assay results, Table S1. Conditions for PvP peptide selections, Table S2. Proteins used for binding specificity assays, Table S3. Titers, blocking agents, and stringency for PvP Fab selections.

Funding

This work was supported by the UCI COVID-19 Basic, Translational and Clinical Research Fund (CRAFT), the Allergan Foundation, and UCOP Emergency COVID-19 Research Seed Funding. E.C.S. was supported by a Dissertation Fellowship from the UCI Department of Chemistry. S.R.S. was supported by a Public Impact Fellowship from the UCI Graduate Division. A.A.G. and A.M.S. thank the Minority Access to Research Careers Program, funded by the NIH (GM-69337).

References

  1. Califf, R. M. Biomarker Definitions and Their Applications. Exp. Biol. Med. 2018, 243, 213–221. [Google Scholar] [CrossRef] [PubMed]
  2. Vargas, A. J.; Harris, C. C. Biomarker Development in the Precision Medicine Era: Lung Cancer as a Case Study. 2016, 16 (8), 525–537. [CrossRef]
  3. Li, G.; Hu, J.; Hu, G. Biomarker Studies in Early Detection and Prognosis of Breast Cancer. Adv. Exp. Med. Biol. 2017, 1026, 27–39. [Google Scholar] [CrossRef] [PubMed]
  4. Anastasiu, C. V.; Moga, M. A.; Neculau, A. E.; Bălan, A.; Scârneciu, I.; Dragomir, R. M.; Dull, A. M.; Chicea, L. M. Biomarkers for the Noninvasive Diagnosis of Endometriosis: State of the Art and Future Perspectives. Int. J. Mol. Sci. 2020, 21, 1–24. [Google Scholar] [CrossRef]
  5. Burton, C.; Ma, Y. Current Trends in Cancer Biomarker Discovery Using Urinary Metabolomics: Achievements and New Challenges. Curr. Med. Chem. 2018, 26, 5–28. [Google Scholar] [CrossRef] [PubMed]
  6. Poulet, G.; Massias, J.; Taly, V. Liquid Biopsy: General Concepts. Acta Cytol. 2019, 63, 449–455. [Google Scholar] [CrossRef]
  7. Murphy, S.; Zweyer, M.; Mundegar, R. R.; Swandulla, D.; Ohlendieck, K. Proteomic Serum Biomarkers for Neuromuscular Diseases. Expert Rev. Proteomics 2018, 15, 277–291. [Google Scholar] [CrossRef]
  8. Rosado, M.; Silva, R.; Bexiga, M. G.; Jones, J. G.; Manadas, B.; Anjo, S. I. Advances in Biomarker Detection: Alternative Approaches for Blood-Based Biomarker Detection. Adv. Clin. Chem. 2019, 92, 141–199. [Google Scholar] [PubMed]
  9. Weaver, V. M.; Kotchmar, D. J.; Fadrowski, J. J.; Silbergeld, E. K. Challenges for Environmental Epidemiology Research: Are Biomarker Concentrations Altered by Kidney Function or Urine Concentration Adjustment? J. Expo. Sci. Environ. Epidemiol. 2016, 26, 1–8. [Google Scholar] [CrossRef]
  10. Steckl, A. J.; Ray, P. Stress Biomarkers in Biological Fluids and Their Point-of-Use Detection. ACS Sensors 2018, 3, 2025–2044. [Google Scholar] [CrossRef]
  11. Finamore, A.; Peluso, I.; Cauli, O. Salivary Stress/Immunological Markers in Crohn’s Disease and Ulcerative Colitis. Int. J. Mol. Sci. 2020, 21, 1–17. [Google Scholar] [CrossRef]
  12. Repici, M.; Giorgini, F. DJ-1 in Parkinson’s Disease: Clinical Insights and Therapeutic Perspectives. J. Clin. Med. 2019, 8, 1377. [Google Scholar] [CrossRef] [PubMed]
  13. Kawate, T.; Tsuchiya, B.; Iwaya, K. Expression of DJ-1 in Cancer Cells: Its Correlation with Clinical Significance. Adv. Exp. Med. Biol. 2017, 1037, 45–59. [Google Scholar] [CrossRef] [PubMed]
  14. Kumar, P.; Nandi, S.; Tan, T. Z.; Ler, S. G.; Chia, K. S.; Lim, W.-Y.; Bütow, Z.; Vordos, D.; De laTaille, A.; Al-Haddawi, M.; Raida, M.; Beyer, B.; Ricci, E.; Colombel, M.; Chong, T. W.; Chiong, E.; Soo, R.; Park, M. K.; Ha, H. K.; Gunaratne, J.; Thiery, J. P. Highly Sensitive and Specific Novel Biomarkers for the Diagnosis of Transitional Bladder Carcinoma Prashant. Oncotarget 2015, 6, 13539–13549. [Google Scholar] [CrossRef] [PubMed]
  15. Chen, Y.; Kang, M.; Lu, W.; Guo, Q.; Zhang, B.; Xie, Q.; Wu, Y. DJ-1, a Novel Biomarker and a Selected Target Gene for Overcoming Chemoresistance in Pancreatic Cancer. J. Cancer Res. Clin. Oncol. 2012, 138, 1463–1474. [Google Scholar] [CrossRef] [PubMed]
  16. Bai, J.; Guo, C.; Sun, W.; Li, M.; Meng, X.; Yu, Y.; Jin, Y.; Tong, D.; Geng, J.; Huang, Q.; Qi, J.; Fu, S. DJ-1 May Contribute to Metastasis of Non-Small Cell Lung Cancer. Mol. Biol. Rep. 2012, 39, 2697–2703. [Google Scholar] [CrossRef] [PubMed]
  17. Davidson, B.; Hadar, R.; Schlossberg, A.; Sternlicht, T.; Slipicevic, A.; Skrede, M.; Risberg, B.; Flørenes, V. A.; Kopolovic, J.; Reich, R. Expression and Clinical Role of DJ-1, a Negative Regulator of PTEN, in Ovarian Carcinoma. Hum. Pathol. 2008, 39, 87–95. [Google Scholar] [CrossRef] [PubMed]
  18. Fan, J.; Yu, H.; Lv, Y.; Yin, L. Diagnostic and Prognostic Value of Serum Thioredoxin and DJ-1 in Non-Small Cell Lung Carcinoma Patients. Tumor Biol. 2016, 37, 1949–1958. [Google Scholar] [CrossRef]
  19. Aydin, S. A Short History, Principles, and Types of ELISA, and Our Laboratory Experience with Peptide/Protein Analyses Using ELISA. Peptides 2015, 72, 4–15. [Google Scholar] [CrossRef]
  20. Uotila, M.; Ruoslahti, E.; Engvall, E. Two-Site Sandwich Enzyme Immunoassay with Monoclonal Antibodies to Human Alpha-Fetoprotein. J. Immunol. Methods 1981, 42, 11–15. [Google Scholar] [CrossRef]
  21. Kato, K.; Hamaguchi, Y.; Okawa, S.; Ishikawa, E.; Kobayashi, K. Use of Rabbit Antibody IgG Bound onto Plain and Aminoalkylsilyl Glass Surface for the Enzyme-Linked Sandwich Immunoassay. J. Biochem. 1977, 82, 261–266. [Google Scholar] [CrossRef]
  22. Koulouris, S.; Lekatsas, I.; Karabinos, I.; Ioannidis, G.; Katostaras, T.; Kranidis, A.; Triantafillou, K.; Thalassinos, N.; Anthopoulos, L. Microalbuminuria: A Strong Predictor of 3-Year Adverse Prognosis in Nondiabetic Patients with Acute Myocardial Infarction. Am. Heart J. 2005, 149, 840–845. [Google Scholar] [CrossRef] [PubMed]
  23. Cox, K. L.; Devanaryan, V.; Kriauciunas, A.; Manetta, J.; Montrose, C.; Sittampalam, S. Immunoassay Methods. In Assay Guidance Manual; Eli Lilly & Company and the National Center for Advancing Translational Sciences, 2011; pp 1–38.
  24. Schmidt, S. D.; Mazzella, M. J.; Nixon, R. A.; Mathews, P. M. Aβ Measurement by Enzyme-Linked Immunosorbent Assay. Methods Mol. Biol. 2012, 849, 507–527. [Google Scholar] [CrossRef] [PubMed]
  25. Gnoth, C.; Johnson, S. Strips of Hope: Accuracy of Home Pregnancy Tests and New Developments. Geburtshilfe Frauenheilkd. 2014, 74, 661–669. [Google Scholar] [CrossRef]
  26. Van Rhijn, B. W. G.; Van Der Poel, H. G.; Van Der Kwast, T. H. Urine Markers for Bladder Cancer Surveillance: A Systematic Review. Eur. Urol. 2005, 47, 736–748. [Google Scholar] [CrossRef] [PubMed]
  27. Muller-Bardorff, M.; Hallermayer, K.; Schroder, A.; Ebert, C.; Borgya, A.; Gerhardt, W.; Remppis, A.; Zehelein, J.; Katus, H. A. Improved Troponin T ELISA Specific for Cardiac Troponin T Isoform: Assay Development and Analytical and Clinical Validation. Clin. Chem. 1997, 43, 458–466. [Google Scholar] [CrossRef] [PubMed]
  28. Liew, O. W.; Yandle, T. G.; Chong, J. P. C.; Ng, Y. X.; Frampton, C. M.; Ng, T. P.; Lam, C. S. P.; Richards, A. M. High-Sensitivity Sandwich ELISA for Plasma NT-ProUcn2: Plasma Concentrations and Relationship to Mortality in Heart Failure. Clin. Chem. 2016, 62, 856–865. [Google Scholar] [CrossRef] [PubMed]
  29. Voskuil, J. Commercial Antibodies and Their Validation. F1000Research 2014, 3. [Google Scholar] [CrossRef]
  30. Couchman, J. R. Commercial Antibodies: The Good, Bad, and Really Ugly. J. Histochem. Cytochem. 2009, 57, 7–8. [Google Scholar] [CrossRef]
  31. Ki, M. K.; Kang, K. J.; Shim, H. Phage Display Selection of EGFR-Specific Antibodies by Capture-Sandwich Panning. Biotechnol. Bioprocess Eng. 2010, 15, 152–156. [Google Scholar] [CrossRef]
  32. Gorman, K. T.; Roby, L. C.; Giuffre, A.; Huang, R.; Kay, B. K. Tandem Phage-Display for the Identification of Non-Overlapping Binding Pairs of Recombinant Affinity Reagents. Nucleic Acids Res. 2017, 45, 1–9. [Google Scholar] [CrossRef]
  33. Green, N. M. The Nature of the Biotin-Binding Site. Biochem. J. 1963, 89, 599–609. [Google Scholar] [CrossRef] [PubMed]
  34. Hirsch, J. D.; Eslamizar, L.; Filanoski, B. J.; Malekzadeh, N.; Haugland, R. P.; Beechem, J. M.; Haugland, R. P. Easily Reversible Desthiobiotin Binding to Streptavidin, Avidin, and Other Biotin-Binding Proteins: Uses for Protein Labeling, Detection, and Isolation. Anal. Biochem. 2002, 308, 343–357. [Google Scholar] [CrossRef] [PubMed]
  35. Williams, M. A. Protein-Ligand Interactions: Fundamentals. In Methods in Molecular Biology, vol 1008; Humana Press, 2013.
  36. Bhasin, A.; Sanders, E. C.; Ziegler, J. M.; Briggs, J. S.; Drago, N. P.; Attar, A. M.; Santos, A. M.; True, M. Y.; Ogata, A. F.; Yoon, D. V.; Majumdar, S.; Wheat, A. J.; Patterson, S. V.; Weiss, G. A.; Penner, R. M. Virus Bioresistor (VBR) for Detection of Bladder Cancer Marker DJ-1 in Urine at 10 PM in One Minute. Anal. Chem. 2020, 92, 6654–6666. [Google Scholar] [CrossRef]
  37. Bhasin, A.; Ogata, A. F.; Briggs, J. S.; Tam, P. Y.; Tan, M. X.; Weiss, G. A.; Penner, R. M. The Virus Bioresistor: Wiring Virus Particles for the Direct, Label-Free Detection of Target Proteins. Nano Lett. 2018, 18, 3623–3629. [Google Scholar] [CrossRef]
  38. Lamboy, J. A.; Arter, J. A.; Knopp, K. A.; Der, D.; Overstreet, C. M.; Palermo, E. F.; Urakami, H.; Yu, T. Bin; Tezgel, O.; Tew, G. N.; Guan, Z.; Kuroda, K.; Weiss, G. A. Phage Wrapping with Cationic Polymers Eliminates Nonspecific Binding between M13 Phage and High PI Target Proteins. J. Am. Chem. Soc. 2009, 131, 16454–16460. [Google Scholar] [CrossRef]
  39. Persson, H.; Ye, W.; Wernimont, A.; Adams, J. J.; Koide, A.; Koide, S.; Lam, R.; Sidhu, S. S. CDR-H3 Diversity Is Not Required for Antigen Recognition by Synthetic Antibodies. J. Mol. Biol. 2013, 425, 803–811. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Phage vs. phage selection strategy. 1) Biotinylated phage displaying the known binding partner are adsorbed to a microtiter plate and exposed to the target. Next, the phage library is added and allowed to bind. 2) Nonbinding phage are removed by washing. 3) Sandwich assemblies are eluted from the microtiter plate by treatment with low pH solution and sonication. 4) In the eluate, biotinylated phage display with the known binding partner can removed from solution through binding to magnetic streptavidin beads. 5) The sandwich forming pair of phage are used to infect E. coli and amplified. 6) The process is repeated with the amplified selectants as the phage library for the next round of selection. 7) After 3-4 rounds of selection, the selectants are identified by DNA sequencing.
Figure 1. Phage vs. phage selection strategy. 1) Biotinylated phage displaying the known binding partner are adsorbed to a microtiter plate and exposed to the target. Next, the phage library is added and allowed to bind. 2) Nonbinding phage are removed by washing. 3) Sandwich assemblies are eluted from the microtiter plate by treatment with low pH solution and sonication. 4) In the eluate, biotinylated phage display with the known binding partner can removed from solution through binding to magnetic streptavidin beads. 5) The sandwich forming pair of phage are used to infect E. coli and amplified. 6) The process is repeated with the amplified selectants as the phage library for the next round of selection. 7) After 3-4 rounds of selection, the selectants are identified by DNA sequencing.
Preprints 68408 g001
Figure 2. Efficient phage biotinylation and its effects on target-binding. A) Biotinylation of phage (bDPep1Φ) was confirmed via direct detection ELISA with peroxidase-conjugated streptavidin assay. B) An indirect phage ELISA with DJ-1 verified that both biotinylated and non-biotinylated page (DPep1Φ) could bind the target antigen despite biotinylation. ELISA data were fit to a four-parameter logistic curve. Error bars indicate standard deviation (n = 3); each data point includes error bars, though most are quite small.
Figure 2. Efficient phage biotinylation and its effects on target-binding. A) Biotinylation of phage (bDPep1Φ) was confirmed via direct detection ELISA with peroxidase-conjugated streptavidin assay. B) An indirect phage ELISA with DJ-1 verified that both biotinylated and non-biotinylated page (DPep1Φ) could bind the target antigen despite biotinylation. ELISA data were fit to a four-parameter logistic curve. Error bars indicate standard deviation (n = 3); each data point includes error bars, though most are quite small.
Preprints 68408 g002
Figure 3. Sensitivity and specificity determination of sandwich peptide selectants. A) A dose-dependent direct phage assay with sandwich peptide selectants binding to DJ-1. Sub-micromolar phage EC50 values were observed. NO = not observed. B) An indirect phage assay with Hb, HEWL, HSA, E. coli lysate, and BSA determined the specificity of the sandwich selectants. Data are normalized to the DJ-1 signal. C) Streptavidin-bound DPep1 peptide assay for sandwiching the target DJ-1 with DPep3Φ. The resultant dose-dependent response yielded an EC50 for binding to DJ-1 of 249 pM. D) The DPep1-DPep3Φ sandwich interaction also demonstrated the interaction’s improved selectivity for DJ-1. ANOVA with Sidak’s multiple comparisons yielded P values of <0.01 (**) and <0.001 (***). ELISA data were fit to a four-parameter logistic curve. Error bars, included for every data point, depict standard error of the mean (SEM) (n = 3).
Figure 3. Sensitivity and specificity determination of sandwich peptide selectants. A) A dose-dependent direct phage assay with sandwich peptide selectants binding to DJ-1. Sub-micromolar phage EC50 values were observed. NO = not observed. B) An indirect phage assay with Hb, HEWL, HSA, E. coli lysate, and BSA determined the specificity of the sandwich selectants. Data are normalized to the DJ-1 signal. C) Streptavidin-bound DPep1 peptide assay for sandwiching the target DJ-1 with DPep3Φ. The resultant dose-dependent response yielded an EC50 for binding to DJ-1 of 249 pM. D) The DPep1-DPep3Φ sandwich interaction also demonstrated the interaction’s improved selectivity for DJ-1. ANOVA with Sidak’s multiple comparisons yielded P values of <0.01 (**) and <0.001 (***). ELISA data were fit to a four-parameter logistic curve. Error bars, included for every data point, depict standard error of the mean (SEM) (n = 3).
Preprints 68408 g003
Figure 4. Sensitivity and specificity determination of DFab1. A) A dose-dependent direct phage assay with DFab1Φ and NegΦ. Data were fit to a four-parameter logistic curve and yielded picomolar EC50 values for the DFab1Φ interaction with DJ-1. Error bars represent SEM (n = 3). NO = not observed. B) An indirect phage assay with DJ-1, Hb, HEWL, HSA, E. coli lysate, and BSA determined the specificity of the sandwich selectants. ANOVA with Tukey’s multiple comparisons yielded P values of <0.0001 (****). C) A similar dose-dependent response with an EC50 of 1.53 μM was observed in an identical sandwich ELISA with DFab1Φ. D) The DPep1-DFab1Φ also demonstrated strong selectivity for DJ-1. ELISA data were fit to a four-parameter logistic curve. Data are normalized to DFab1Φ binding to DJ-1. Error is represented as SEM (n = 3). NO = not observed. ANOVA with Tukey’s multiple comparisons yielded P values of <0.01 (**), <0.001 (***), <0.0001 (****).
Figure 4. Sensitivity and specificity determination of DFab1. A) A dose-dependent direct phage assay with DFab1Φ and NegΦ. Data were fit to a four-parameter logistic curve and yielded picomolar EC50 values for the DFab1Φ interaction with DJ-1. Error bars represent SEM (n = 3). NO = not observed. B) An indirect phage assay with DJ-1, Hb, HEWL, HSA, E. coli lysate, and BSA determined the specificity of the sandwich selectants. ANOVA with Tukey’s multiple comparisons yielded P values of <0.0001 (****). C) A similar dose-dependent response with an EC50 of 1.53 μM was observed in an identical sandwich ELISA with DFab1Φ. D) The DPep1-DFab1Φ also demonstrated strong selectivity for DJ-1. ELISA data were fit to a four-parameter logistic curve. Data are normalized to DFab1Φ binding to DJ-1. Error is represented as SEM (n = 3). NO = not observed. ANOVA with Tukey’s multiple comparisons yielded P values of <0.01 (**), <0.001 (***), <0.0001 (****).
Preprints 68408 g004
Table 1. Amino acid sequences of DPep1 peptide and PvP selectants.
Table 1. Amino acid sequences of DPep1 peptide and PvP selectants.
Peptide Amino Acid Sequence Theoretical pI
DPep1 KYRYVCHDVGGTLYCIRDWV 8.03
DPep2 TSYQCHDCGSSLCCVVLPEI 4.35
DPep3 TEIWYLVL 4.00
DPep4 ALTYCYSGPETWVCGQDS 3.67
DPep5 CMKEAMCPV 5.99
DPep6 SLCWNTWFFVCME 4.00
DPep7 DGSYCEYGPVQDACWTNY 3.49
DPep8 PGSYCQYGPMQDACCTNY 3.80
DPep9 SRVFVISCEGPLCTLHTFIA 6.46
Table 2. DFab1Φ variable regions.
Table 2. DFab1Φ variable regions.
Fab Site Amino Acid Sequence
CDRL3 FYYYSGYLF
CDRH1 DFTGDS
CDRH2 SISASGGDTD
CDRH3 WAPHYYAF
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
Copyright: This open access article is published under a Creative Commons CC BY 4.0 license, which permit the free download, distribution, and reuse, provided that the author and preprint are cited in any reuse.
Prerpints.org logo

Preprints.org is a free preprint server supported by MDPI in Basel, Switzerland.

Subscribe

Disclaimer

Terms of Use

Privacy Policy

Privacy Settings

© 2025 MDPI (Basel, Switzerland) unless otherwise stated