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W tym Artykule

  • Podsumowanie
  • Streszczenie
  • Wprowadzenie
  • Protokół
  • Wyniki
  • Dyskusje
  • Ujawnienia
  • Podziękowania
  • Materiały
  • Odniesienia
  • Przedruki i uprawnienia

Podsumowanie

Ubiquitination is a critical protein post-translational modification, dysregulation of which has been implicated in numerous human diseases. This protocol details how phage display can be utilized to isolate novel ubiquitin variants that can bind and modulate the activity of E3 ligases that control the specificity, efficiency, and patterns of ubiquitination.

Streszczenie

Ubiquitin is a small 8.6 kDa protein that is a core component of the ubiquitin-proteasome system. Consequently, it can bind to a diverse array of proteins with high specificity but low affinity. Through phage display, ubiquitin variants (UbVs) can be engineered such that they exhibit improved affinity over wildtype ubiquitin and maintain binding specificity to target proteins. Phage display utilizes a phagemid library, whereby the pIII coat protein of a filamentous M13 bacteriophage (chosen because it is displayed externally on the phage surface) is fused with UbVs. Specific residues of human wildtype ubiquitin are soft and randomized (i.e., there is a bias towards to native wildtype sequence) to generate UbVs so that deleterious changes in protein conformation are avoided while introducing the diversity necessary for promoting novel interactions with the target protein. During the phage display process, these UbVs are expressed and displayed on phage coat proteins and panned against a protein of interest. UbVs that exhibit favorable binding interactions with the target protein are retained, whereas poor binders are washed away and removed from the library pool. The retained UbVs, which are attached to the phage particle containing the UbV's corresponding phagemid, are eluted, amplified, and concentrated so that they can be panned against the same target protein in another round of phage display. Typically, up to five rounds of phage display are performed, during which a strong selection pressure is imposed against UbVs that bind weakly and/or promiscuously so that those with higher affinities are concentrated and enriched. Ultimately, UbVs that demonstrate higher specificity and/or affinity for the target protein than their wildtype counterparts are isolated and can be characterized through further experiments.

Wprowadzenie

Understanding the molecular details of protein-protein interactions is critical for delineating the signal transduction mechanisms of biological processes, particularly those that contribute to clinically important diseases. In recent years, phage display has been utilized as a practical and accessible method to isolate proteins/peptides with much improved binding to a desired target protein1,2,3,4, which in turn can be used as intracellular probes of protein-protein interactions.

Ubiquitination is a cascade of enzymatic activities (E1 activating enzyme → E2 conjugating enzyme → E3 ligases) that covalently conjugate ubiquitin (Ub) to protein substrates to target them for degradation or to mediate cell signaling changes. In addition, deubiquitinases catalyze the removal of ubiquitin from proteins. Therefore, in cells, there are thousands of Ub-dependent protein-protein interactions, the vast majority of which recognize a common surface with low affinity but high specificity to allow weak interactions through large and diverse surfaces.

Ernst et al. introduced mutations into known binding regions of Ub in order to see if they could enhance binding affinity for a protein of interest while still maintaining high selectivity5. A combinatorial library of over 10 billion (7.5 x 1010) Ub variants (UbVs) with mutations at positions across the Ub surface that mediate the known Ub-protein interactions was developed. This library consisted of phagemids that express the M13 bacteriophage pIII coat protein fused to diversified UbVs. Therefore, individual UbVs can be displayed on the phage surface via the coat protein upon expression. During the selection process, phage that display UbVs with considerable binding interactions with the target protein will be retained and enriched in subsequent rounds of phage display, whereas phage displaying UbVs that bind poorly to the target protein are washed away and removed from the phage pool. The retained phage particles contain the phagemid corresponding to their displayed UbV, allowing them to be sequenced and further characterized once isolated.

Using this protein engineering strategy, UbV inhibitors were developed for human deubiquitinases5 and viral proteases6. Importantly, we have generated inhibitory UbVs for human HECT-family E3 ligases through hijacking the E2-binding site and activating UbVs that occupy a Ub-binding exosite on the HECT domain7. We can also inhibit monomeric RING-family E3s by targeting the E2 binding site and induce UbV dimerization to activate homodimeric RING E3s8. For multi-subunit RING E3s, UbVs can achieve inhibition by targeting the RING subunit (e.g., for APC/C complex9) or disrupting complex formation (e.g., for SCF E3s10). Collectively, UbVs can be leveraged to systematically interrogate protein-protein interactions in the Ub-proteasome system (UPS) so that we can better decipher biochemical mechanisms of UPS enzymes and to identify and validate functional sites for therapeutic intervention.

The following protocol describes how to employ a previously generated phage displayed UbV library to target a protein of interest and how to enrich the UbV binders that interact with the target protein through successive rounds of phage display.

Protokół

1. Reagent preparation

  1. PBS (phosphate buffered saline): Mix 50 mL of 10x PBS solution with 450 mL of ultrapure H2O. Sterilize by filtration and store at 4 °C or room temperature (~20-25 °C).
  2. 10% BSA (bovine serum albumin): Slowly add 1 g of BSA to 7 mL of ultrapure H2O and mix until fully dissolved (no clumps). Top up with ultrapure H2O until the final volume is 10 mL. Sterilize by filtration and store at 4 °C.
  3. PB buffer (PBS supplemented with 1% BSA): Slowly add 5 g of BSA to 400 mL of ultrapure H2O and 50 mL of PBS and mix until fully dissolved (no clumps). Top up with ultrapure H2O until the final volume is 500 mL. Sterilize by filtration and store at 4 °C.
  4. PBT buffer (PBS supplemented with 1% BSA and 0.05% Tween 20): Slowly add 5 g of BSA to 400 mL of ultrapure H2O and 50 mL of PBS and mix until fully dissolved (no clumps). Add 250 µL of Tween 20. Top up with ultrapure H2O until the final volume is 500 mL. Sterilize by filtration and store at 4 °C.
  5. PT buffer (PBS supplemented with 0.05% Tween 20): Mix 1 mL of Tween 20 with 400 mL of PBS. Top up with ultrapure H2O until the final volume is 2 L. Sterilize by filtration and store at 4 °C or room temperature (~20-25 °C).
  6. 2YT broth: Add 16 g of tryptone, 10 g of yeast extract, and 5 g of NaCl to 800 mL of ultrapure H2O and mix until fully dissolved (no clumps). Top up with ultrapure H2O until the final volume is 1 L. Sterilize by autoclaving and store at room temperature (~20-25 °C).
  7. LB/carb plates: Add 12.5 g of pre-made LB mixture and 7.5 g of agar to 400 mL of H2O. Top up with ultrapure H2O until the final volume is 500 mL and sterilize by autoclaving. Make sure agar is fully dissolved and wait for it to cool to below 60 °C. Add 500 µL of 100 mg mL carbenicillin, mix well, and pour into plate. Store at 4 °C.
  8. LB/tet plates: Add 12.5 g of pre-made LB mixture and 7.5 g of agar to 400 mL of ultrapure H2O. Top up with ultrapure H2O until the final volume is 500 mL and sterilize by autoclaving. Ensure agar is fully dissolved and wait for it to cool to below 60 °C. Add 500 µL of 10 mg mL tetracycline, mix well, and pour into plate. Store at 4 °C.
  9. 20% PEG (polyethylene glycol)/2.5 M NaCl: Add 50 g of PEG-8000 and 36.5 g of NaCl to 200 mL of ultrapure H2O. Mix until fully dissolved.
    NOTE: This may take a while; heating can help. Top up with ultrapure H2O until the final volume is 250 mL. Sterilize by filtration or autoclaving.
  10. 0.1 M HCl: Mix 20 mL of 1 M HCl with 180 mL of ultrapure H2O. Sterilize by filtration and store at room temperature (~20-25 °C).
  11. 1 M Tris (pH 11.0): Add 6.1 g of Tris base to 40 mL of ultrapure H2O. Adjust pH to 11.0 with HCl and mix until Tris is fully dissolved. Top up with ultrapure H2O until the final volume is 50 mL. Sterilize by filtration and store at room temperature (~20-25 °C).
  12. 100 mg/mL (1000x) carbenicillin: Add 2 g of the carbenicillin disodium salt to 20 mL of ultrapure H2O. Mix until fully dissolved. Sterilize by filtration and store at -20 °C.
  13. 50 mg/mL (1000x) kanamycin: Add 1 g of kanamycin sulfate to 20 mL of ultrapure H2O. Mix until fully dissolved. Sterilize by filtration and store at -20 °C.
  14. 10 mg/mL (1000x) tetracycline: Add 0.2 g of tetracycline hydrochloride to 20 mL of 70% ethanol. Mix until fully dissolved. Sterilize by filtration and store at -20 °C.

2. Protein preparation

  1. Determine the concentration of the target protein stock in µM. The most convenient way to assess protein concentration is to measure the absorbance of the protein stock at 280 nm. If the concentration is known in mg/mL, convert it to µM using the molecular weight of the target protein. A range of methods can be used depending on the protein of interest; see the Discussion section for details.
    NOTE: If the protein is truncated (specific protein domain/motif) or tagged, remember to account for these changes in molecular weight when converting from mg/mL to µM.
  2. Prepare three microcentrifuge tubes labeled "round 1", "round 2/3", and "round 4/5".
    1. Calculate the volume of protein necessary to dilute it to 1 µM in 800 µL PBS and aliquot this volume into the tubes without adding PBS.
      ​NOTE: If the amount of target protein available is low, the concentration can be lowered to as little as 0.25 µM.

3. Preparation for round one of selection

  1. Prepare a seed culture for culturing the phage input for round two of selection.
    1. Inoculate 5 mL of 2YT/tet with a well-isolated Escherichia coli colony and incubate overnight at 37 °C with 200 rpm orbital shaking.
  2. Coat the plate for the first round of selection.
    1. Dilute the target protein in the "round 1" tube with the appropriate amount of PBS and aliquot 100 µL into eight wells of a 96-well binding plate (i.e., the target plate).
      ​NOTE: Phage display can be done for four different proteins simultaneously on a single plate by coating the wells in the corners of the plate.
    2. Optional control: If the target protein is tagged, such as with GST or MBP (maltose binding protein), coat eight wells in another 96-well binding plate with 100 µL of a 1 µM solution containing the appropriate epitope tag. This will be used to remove undesired phage that bind to the tag non-specifically.
    3. Shake plate(s) overnight at 4 °C with 200 rpm orbital shaking.

4. Round one of selection

  1. Prepare the round two input.
    1. Inoculate 30 mL of 2YT/tet with 200 µL of the seed culture from step 3.1.
    2. Incubate at 37 °C with 200 rpm orbital shaking until the bacteria are in mid-log phase (OD600 figure-protocol-6381 0.6 - 0.8). This takes approximately three h.
  2. Block target plate.
    1. Remove the coating solution from the plate, or both plates if a control plate has been made, by inverting and shaking over a sink. Pat dry on paper towels.
    2. Add 300 µL of PB buffer to each coated well.
    3. Remove the PB buffer as in step 4.2.1 and add another 200 µL of PB buffer.
    4. Incubate at room temperature (~20-25 °C) for 1 h with 300 rpm orbital shaking.
  3. Prepare phage library.
    1. Thaw the phage library on ice and dilute it to 100x the library diversity in PBS. For example, if the library diversity is 1 x 1010 and the library concentration is 1 x 1013, dilute the library so that the concentration is 1 x 1012. For the libraries used here, dilute them 10-fold in PBS by combining 1 mL of the library with 9 mL of PBS.
      NOTE: Library diversity should have been determined during library creation and cannot be easily assessed otherwise. Library concentration can be determined by inoculating E. coli cells in mid-log phase (OD600 figure-protocol-7627 0.6 - 0.8) and plating on LB/carb.
    2. Add 1/5 volume of PEG/NaCl. For example, for 10 mL of the previously diluted library, add 2 mL of PEG/NaCl.
    3. Incubate on ice for 30 min.
    4. Centrifuge at 11,000 x g for 30 min at 4 °C, discard supernatant, and recentrifuge for 2 min to pull down the remaining supernatant.
      NOTE: Put the tube in the rotor in the same orientation the second time as it was the first to keep the pellet in the same place, therefore, making it easier to see.
    5. Gently resuspend the phage pellet in 1 mL of PBT per protein. For four proteins, resuspend the pellet in 4 mL of PBT.
      NOTE: Try not to touch the pellet and do not introduce air bubbles.
  4. Display phage to the target protein(s).
    1. Optional control: Add 100 µL of phage library to each coated well in the control plate. Incubate at room temperature (~20-25 °C) for 1 h with 300 rpm orbital shaking and transfer the library from the control plate to the target plate. Skip step 4.4.2.
    2. Remove the PB buffer from the target plate as in step 4.2.1 and add 100 µL of the phage library to each coated well.
    3. Incubate at room temperature (~20-25 °C) for 1 h with 300 rpm orbital shaking.
  5. Elute round one phage.
    1. Remove phage library and wash the coated wells four times with PT buffer. Invert the plate and tap on a paper towel to remove the last drops.
      NOTE: If multiple target proteins are coated on one plate, try to minimize the flow of all subsequent solutions between the wells.
    2. Add 100 µL of 0.1 M HCl to each coated well and incubate at room temperature for 5 min with 300 rpm orbital shaking.
    3. Neutralize the pH by adding 12.5 µL of 1 M Tris-HCl (pH 11) to each coated well.
    4. Pool the eluted phage from all 8 wells into a single 1.5 mL microcentrifuge tube. Pipette up and down during the transfer to make solutions homogenous and aspirate all liquid from the wells.
    5. Add 10% BSA to the pooled eluted phage to a final concentration of 1%. For a typical round one elution volume of 950 µL, add 95 µL of 10% BSA. Store at 4 °C. This is the round one output.

5. Preparation for subsequent rounds of selection

  1. Prepare a seed culture for culturing the phage input for the next round of selection as in step 3.1.
  2. Coat the plate for the third round of selection as in step 3.2 with the changes noted below.
    1. Only coat four wells per protein in a 96-well binding plate. Use half of the contents of the "round 2/3" or "round 4/5" tubes for the appropriate round. Dilute the contents of these tubes as needed, in order to avoid proteins settling out of the solution.
  3. Prepare the phage input for the next round of selection.
    1. Use half of the round one output from step 4.5.5 to inoculate 3 mL of mid-log phase cells from step 4.1. For a typical round one output, inoculate with 500 µL of the output.
    2. Incubate at 37 °C for 30 min with 200 rpm orbital shaking.
    3. Add M13K07 helper phage to a final concentration of 1 x 1010 PFU/mL.
    4. Incubate at 37 °C for 1 h with 200 rpm orbital shaking.
    5. Transfer the entire 3 mL of culture to 30 mL of 2YT/carb/kan. Grow overnight at 37 °C with 200 rpm orbital shaking.
    6. The next day, transfer the culture into a 50 mL centrifuge tube and centrifuge at 11,000 x g for 10 min at 4 °C to precipitate cells.
    7. Decant the supernatant into a new 50 mL centrifuge tube and mix with 8 mL of PEG/NaCl and incubate on ice for 10 min.
    8. Centrifuge at 11,000 x g for 10 min at 4 °C, discard the supernatant, and centrifuge again for 2 min.
      NOTE: Put the tube in the rotor in the same orientation the second time as it was the first to keep the pellet in the same place, therefore, making it easier to see.
    9. Resuspend the phage pellet in 800 µL of PBT so that it is fully homogenous and no clumps are visible.
    10. Transfer the phage solution to a 1.5 mL microcentrifuge tube and centrifuge at 16,200 x g for 4 min at 4 °C to pellet debris.
    11. Transfer the supernatant to a new microcentrifuge tube. This is the input for the next round of selection.
  4. Optional: Titer the input and output solutions.
    1. Use 500 µL of an E. coli seed culture to inoculate 5 mL of 2YT/tet and incubate at 37 °C with 200 rpm orbital shaking until bacteria is in mid-log phase (OD600 figure-protocol-12471 0.6 - 0.8). This takes approximately 1 h.
    2. Dilute phage input/output solutions to 10-3  - 10-5 in PBS and add 10 µL of each dilution to 90 µL of cultured cells.
      NOTE: Use diluted phage solutions immediately because phage will adsorb to the tube over time, and transformations may produce false negatives.
    3. Incubate at 37 °C for 20 min with 200 rpm orbital shaking.
    4. Plate 5 µL on separate LB/carb plates.
      ​NOTE: Amount plated is variable depends on previous results/personal preference.

6. Subsequent rounds of selection

  1. Perform all subsequent rounds along with the preparation as done in steps 3 and 4, respectively, with differences noted below.
    1. Use the input produced in the previous round as the phage source instead of a library. Coat 4 wells per target protein with 100 µL of the phage input acquired from the previous round. Store remaining phage inputs at 4 °C.
    2. Make the washing step in 4.5.1 more stringent with each round of selection. Round one requires washing 4 times, round two requires 6 times, round three requires 8 times, and rounds four and five both require washing 10 times.
    3. Reduce some volumes compared to those used in round one because subsequent rounds only coat four wells instead of eight. For example, in step 4.5.5 only 45 µL of 10% BSA is added to the phage output, and in step 5.3.1 only 250 µL of the phage output is used to inoculate cells.

7. Post selection processing and phage Isolation

  1. Titer the input and output solutions for rounds four and five.
    1. If not already done in step 5.4, follow the same steps to titer rounds four and five phage outputs, ideally producing a range of 30-300 colonies across a few plates.
  2. Culture and isolate phage.
    1. Aliquot 450 µL of 2YT/carb/M13K07 into every tube of a 96 mini tube culture box.
    2. Pick well-isolated colonies from any of the plates from step 7.1 to inoculate each tube.
      NOTE: Use the top half of the box for round four outputs and the bottom half for round five outputs.
    3. Incubate overnight at 37 °C with 200 rpm orbital shaking.
    4. Centrifuge at 1,200 x g for 10 min at 4 °C.
    5. Transfer as much supernatant as possible to a new 96 mini tube culture box without disturbing the cell pellet and discard the old one. Store at 4 °C.
    6. From the new box, transfer 100 µL from each tube to a 96 well non-binding plate containing 100 µL of 50% glycerol in all wells. Mix well and store at -80 °C as a backup stock.

Wyniki

Binders produced from phage display can be verified and analyzed in many ways. It is recommended to first proceed with sequencing the phage with primers that flank the diversified insert in the phagemid library. An ideal phage display experiment will show a clear bias towards several sequences (Figure 1). Other sequences will also be present but with a lower count, appearing more as background noise. In the example provided, where phage display was performed between ubiquitin variants (UbVs)...

Dyskusje

As mentioned in step 2.1 (protein preparation), a variety of methods can be used to assess the protein concentration, and each will have unique benefits and drawbacks based on the specific target protein used for phage display. A source of detailed descriptions and protocols for popular methods has been provided previously11.

Using the phage retained by a previous round of phage display as the input for a subsequent round enriches the good binders by gradually removing ...

Ujawnienia

The authors declare no conflict of interests.

Podziękowania

The ubiquitin variant technology was devised in the laboratory of Dr. Sachdev Sidhu (University of Toronto). WZ is currently a CIFAR Azrieli Global Scholar in the Humans & The Microbiome Program. This research was funded by NSERC Discovery Grants awarded to WZ (RGPIN-2019-05721).

Materiały

NameCompanyCatalog NumberComments
Axygen Mini Tube System (0.65 mL, sterile, 96/Rack, 10 Racks/pack)Fisher Scientific14-222-198Culturing phage outputs after phage display.
BD Difco Dehydrated Culture Media: LB Broth, Miller (Luria-Bertani)Fisher ScientificDF0446-17-3Preparing plates for titering.
Bovine Serum Albumin (BSA), Fraction VBioShop CanadaALB001Buffer component.
Carbenicillin disodium salt 89.0-100.5% anhydrousMillipore-SigmaC1389-5GCulturing phagemid-infected cells.
Compact Digital Microplate ShakerFisher Scientific11-676-337Shaking plates during incubation with the phage library.
Corning Microplate Aluminum Sealing TapeFisher Scientific07-200-684Sealing phage glycerol stocks.
Dehydrated AgarFisher ScientificDF0140-01-0Preparing plates for titering.
DS-11 Spectrophotometer/FluorometerDeNovixDS-11 FX+Protein concentration measurement.
Greiner Bio-One CellStar 96-Well, Non-Treated, U-Shaped-Bottom MicroplateFisher Scientific7000133Storing phage glycerol stocks.
Hydrochloric AcidFisher ScientificA144-500Phage elution.
Invitrogen One Shot OmniMAX 2 T1R Chemically Competent E. coliFisher ScientificC854003Bacterial strain for phage infection.
Kanamycin SulfateFisher ScientificAAJ1792406Culturing M13K07 helper phage-infected cells.
M13KO7 Helper PhageNew England Biolabs N0315SPermit phagemid packing and secretion.
MaxQ 4000 Benchtop Orbital ShakerFisher Scientific11-676-076Bacterial cell culture.
Nunc MaxiSorp 96 well microplate, flat bottomLife Technologies44-2404-21Immobilizing proteins.
Phosphate Buffered Saline (PBS) 10X SolutionFisher ScientificBP3994Buffer component/phage resuspension medium.
Polyester Films for ELISA and IncubationVWR60941-120Covering the microplates during incubation.
Polyethylene Glycol 8000 (PEG)Fisher ScientificBP233-1Phage precipitation.
Sodium chlorideMillipore-SigmaS3014Phage precipitation.
Sterile Plastic Culture Tubes: Translucent PolypropyleneFisher Scientific14-956-1DCulturing phage inputs.
Tetracycline HydrochlorideFisher ScientificBP912-100Culturing E. coli OmniMax cells.
Tris BaseFisher ScientificBP1525Neutralizing eluted phage solution.
Tryptone PowderFisher ScientificBP1421-2Cell growth media component.
Tween 20Fisher ScientificBP337500Buffer component.
Yeast ExtractFisher ScientificBP1422-2Cell growth media component.

Odniesienia

  1. Karlsson, O. A., et al. Design of a PDZbody, a bivalent binder of the E6 protein from human papillomavirus. Scientific Reports. 5 (1), 9382 (2015).
  2. Veggiani, G., et al. Engineered SH2 domains with tailored specificities and enhanced affinities for phosphoproteome analysis. Protein Science. 28 (2), 403-413 (2019).
  3. Kaneko, T., et al. Superbinder SH2 domains act as antagonists of cell signaling. Science Signaling. 5 (243), (2012).
  4. Wiechmann, S., et al. Site-specific inhibition of the small ubiquitin-like modifier (SUMO)-conjugating enzyme Ubc9 selectively impairs SUMO chain formation. Journal of Biological Chemistry. 292 (37), 15340-15351 (2017).
  5. Ernst, A., et al. A strategy for modulation of enzymes in the ubiquitin system. Science. 339 (6119), 590-595 (2013).
  6. Zhang, W., et al. Potent and selective inhibition of pathogenic viruses by engineered ubiquitin variants. PLOS Pathogens. 13 (5), 1006372 (2017).
  7. Zhang, W., et al. System-wide modulation of HECT E3 ligases with selective ubiquitin variant probes. Molecular Cell. 62 (1), 121-136 (2016).
  8. Gabrielsen, M., et al. A general strategy for discovery of inhibitors and activators of RING and U-box E3 ligases with ubiquitin variants. Molecular Cell. 68 (2), 456-470 (2017).
  9. Brown, N. G., et al. Dual RING E3 architectures regulate multiubiquitination and ubiquitin chain elongation by APC/C. Cell. 165 (6), 1440-1453 (2016).
  10. Gorelik, M., et al. Inhibition of SCF ubiquitin ligases by engineered ubiquitin variants that target the Cul1 binding site on the Skp1-F-box interface. Proceedings of the National Academy of Sciences. 113 (13), 3527-3532 (2016).
  11. Goldring, J. P. D. Protein quantification methods to determine protein concentration prior to electrophoresis. Protein Electrophoresis. 869, 29-35 (2012).
  12. Zhang, W., Sidhu, S. S. Generating intracellular modulators of E3 ligases and deubiquitinases from phage-displayed ubiquitin variant libraries. The Ubiquitin Proteasome System: Methods and Protocols. 1844, 101-119 (2018).
  13. Sheehan, J., Marasco, W. A. Phage and yeast display. Microbiology Spectrum. 3 (1), 1-17 (2015).
  14. Lowman, H. B., Wells, J. A. Monovalent phage display: A method for selecting variant proteins from random libraries. Methods. 3 (3), 205-216 (1991).
  15. Lowman, H. B., Bass, S. H., Simpson, N., Wells, J. A. Selecting high-affinity binding proteins by monovalent phage display. Biochemistry. 30 (45), 1-7 (1991).
  16. Beaber, J. W., Tam, E. M., Lao, L. S., Rondon, I. J. A new helper phage for improved monovalent display of Fab molecules. Journal of Immunological Methods. 376 (1-2), 46-54 (2012).
  17. Galán, A., et al. Library-based display technologies: where do we stand. Molecular BioSystems. 12 (8), 2342-2358 (2016).
  18. Huang, S., et al. Ribosome display and selection of single-chain variable fragments effectively inhibit growth and progression of microspheres in vitro and in vivo. Cancer Science. 109 (5), 1503-1512 (2018).
  19. Yamaguchi, J., et al. cDNA display: a novel screening method for functional disulfide-rich peptides by solid-phase synthesis and stabilization of mRNA-protein fusions. Nucleic Acids Research. 37 (16), 1-13 (2009).
  20. Mochizuki, Y., Kumachi, S., Nishigaki, K., Nemoto, N. Increasing the library size in cDNA display by optimizing purification procedures. Biological Procedures Online. 15 (1), 1-5 (2013).
  21. Odegrip, R., et al. CIS display: In vitro selection of peptides from libraries of protein-DNA complexes. Proceedings of the National Academy of Sciences. 101 (9), 2806-2810 (2004).
  22. Reiersen, H., et al. Covalent antibody display--an in vitro antibody-DNA library selection system. Nucleic Acids Research. 33 (1), 1-9 (2005).
  23. Houlihan, G., Gatti-Lafranconi, P., Lowe, D., Hollfelder, F. Directed evolution of anti-HER2 DARPins by SNAP display reveals stability/function trade-offs in the selection process. Protein Engineering Design and Selection. 28 (9), 269-279 (2015).
  24. Zhang, W., et al. Generation and validation of intracellular ubiquitin variant inhibitors for USP7 and USP10. Journal of Molecular Biology. 429 (22), 3546-3560 (2017).
  25. Teyra, J., et al. Structural and functional characterization of ubiquitin variant inhibitors of USP15. Structure. 27 (4), 590-605 (2019).

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