Creating chemically induced protein dimerization systems with desired affinity and specificity for any given small molecule ligand would have many biological sensing and actuation applications. Here, we describe an efficient, generalizable method for de novo engineering of chemically induced dimerization systems via the stepwise selection of a phage-displayed combinatorial single-domain antibody library.
Protein dimerization events that occur only in the presence of a small-molecule ligand enable the development of small-molecule biosensors for the dissection and manipulation of biological pathways. Currently, only a limited number of chemically induced dimerization (CID) systems exist and engineering new ones with desired sensitivity and selectivity for specific small-molecule ligands remains a challenge in the field of protein engineering. We here describe a high throughput screening method, combinatorial binders-enabled selection of CID (COMBINES-CID), for the de novo engineering of CID systems applicable to a large variety of ligands. This method uses the two-step selection of a phage-displayed combinatorial nanobody library to obtain 1) "anchor binders" that first bind to a ligand of interest and then 2) "dimerization binders" that only bind to anchor binder-ligand complexes. To select anchor binders, a combinatorial library of over 109 complementarity-determining region (CDR)-randomized nanobodies is screened with a biotinylated ligand and hits are validated with the unlabeled ligand by bio-layer interferometry (BLI). To obtain dimerization binders, the nanobody library is screened with anchor binder-ligand complexes as targets for positive screening and the unbound anchor binders for negative screening. COMBINES-CID is broadly applicable to select CID binders with other immunoglobulin, non-immunoglobulin, or computationally designed scaffolds to create biosensors for in vitro and in vivo detection of drugs, metabolites, signaling molecules, etc.
CID systems, in which two proteins dimerize only in the presence of a small-molecule ligand (Figure 1), offer versatile tools for dissecting and manipulating metabolic, signaling, and other biological pathways1. They have demonstrated the potential in biological actuation, such as drug-controlled T cell activation2 and apoptosis3,4, for improving the safety and efficacy of adoptive T cell therapy. Additionally, they provide a new methodology for in vivo or in vitro detection of small-molecule targets. For example, CID proteins can be genetically fused with fluorescence reporter systems (e.g., fluorescence resonance energy transfer (FRET)5 and circularly permuted fluorescent proteins)6 for real-time in vivo measurements, or serve as affinity reagents for sandwich enzyme-linked immunosorbent assay (ELISA)-like assays.
Despite their wide applications, creating new CID systems that can be controlled by a given small-molecule ligand has major challenges. Established protein binder engineering methods including animal immunization7, in vitro selection8,9, and computational protein design10 can generate ligand binding proteins that function via binary protein-ligand interactions. However, these methods have difficulties creating a ligand-induced ternary CID complex. Some methods create CID by chemically linking two ligands that independently bind to the same or different proteins11,12,13,14,15,16 or rely on selecting binder proteins such as antibodies targeting preexisting small molecule-protein complexes17,18, and thus have a limited choice of ligands.
We recently developed a combinatorial binders-enabled selection of CID (COMBINES-CID) method for de novo engineering of CID systems19. This method can obtain the high specificity of ligand-induced dimerization (e.g., an anchor-dimerization binder dissociation constant, KD (without ligand)/KD (with ligand) > 1,000). The dimerization specificity is achieved using anchor binders with flexible binding sites that can introduce conformational changes upon ligand binding, providing a basis for the selection of conformationally selective binders only recognizing ligand-bound anchor binders. We demonstrated a proof-of-principle by creating cannabidiol (CBD)-induced heterodimers of nanobodies, a 12–15 kDa functional antibody fragment from camelid comprising a universal scaffold and three flexible CDR loops (Figure 2)20, which can form a binding pocket with adaptable sizes for small-molecule epitopes21,22. Notably, the in vitro selection of a combinatorial protein library should be cost-effective and generalizable for CID engineering because the same high-quality library can be applied to different ligands.
In this protocol and video, we focus on describing the two-step in vitro selection and validation of anchor (Figure 3A) and dimerization binders (Figure 3B) by screening the combinatorial nanobody library with a diversity higher than 109 using CBD as a target, but the protocol should be applicable to other protein libraries or small-molecule targets. The screening of CID binders usually takes 6–10 weeks (Figure 4).
1. Library construction
2. Biotinylation of ligand target or ligand
3. Anchor binder screening
4. Single clone isolation
5. Anchor binder validation by ELISA
6. Protein expression, purification, and biotinylation
7. Anchor binder characterization by BLI
8. Dimerization binder screening
NOTE: The biopanning screening of "dimerization binders" is similar to that of anchor binders, except for two critical steps: 1) Dimerization binders are selected using a selected biotinylated anchor binder and the anchor binder-ligand complex for the negative and positive selections, respectively. 2) During the elution step, 100 mM triethylamine is used to elute positively selected phages that were only bound to the anchor binder–ligand target complex. The 100 mM trimethylamine solution (pH = 11.5) is used to elute positive clones by disrupting the protein interactions.
9. Dimerization binder characterization by ELISA
10. Dimerization binder characterization by BLI
We describe the two-step in vitro selection and validation of anchor and dimerization binders by screening the combinatorial nanobody library with a diversity higher than 109 using CBD as a target. Assessing the enrichment of the phage biopanning during the successive rounds of selection for both anchor and dimerization binders is important. Typical enrichment results after 4–6 rounds of selection as shown in Figure 5 are a good indication that there is a high ratio of potential hits in the sublibraries, so further rounds of selection might not be necessary.
Single-clone ELISA is suitable for analyzing the relative binding affinity and selectivity of anchor and dimerization binders. Figure 6A is a representative anchor binder selection result after six rounds of biopanning. Clones showing high (e.g., #87) or low (e.g., #27) ligand selectivity can be compared. High selectivity clones should be chosen as anchor binder candidates. Likewise, Figure 6B shows the dimerization binder selection results after four rounds of biopanning. We typically observed clones that formed a heterodimer with the immobilized anchor binder only with the ligand (e.g., #49) or without (e.g., #80). The former, showing dimerization specificity, should be selected for further validation.
Anchor binder ELISA relies on the use of the biotinylated target. Thus, we need to use BLI to further confirm the binding to the non-labelled target. BLI also allows the characterization of binding kinetics. Representative BLI results of anchor and dimerization binders are shown in Figure 7A and 7B, respectively. The left panels show the ligand concentration-dependent binding, suggesting that they are suitable for constructing a CID system. The right panels show the negative controls. The calculated KD of anchor and dimerization binder interactions in the presence of the ligand typically ranged from double-digit nanomolar to double-digit micromolar. They might vary depending on the ligand and the combinatorial library of choice.
Analytical size-exclusion chromatography (SEC) was performed to confirm the heterodimer formation between anchor and dimerization binders. A dimerization peak was observed when the anchor and dimerization binders and CBD were mixed (Figure 8A, red line). In contrast, no dimerization peak was detected in the absence of CBD (Figure 8A, blue line) or when each binder was loaded to the column alone (Figure 8B). The chemical crosslinking was used to stabilize CID complexes, and crosslinked nanobodies have slightly increased sizes corresponding to earlier eluted peaks.
Figure 1: Mechanism of chemically induced protein dimerization. Please click here to view a larger version of this figure.
Figure 2: Schematic of the generation of a synthetic nanobody combinatorial library. The library is constructed by using a universal nanobody scaffold and incorporating designed distributions of amino acids to each randomization position in three complementarity-determining regions (CDRs) by a Trinucleotide Mutagenesis (TRIM) technology 24. Please click here to view a larger version of this figure.
Figure 3: Flowchart of (A) anchor and (B) dimerization binder screening. Please click here to view a larger version of this figure.
Figure 4: Timeline of COMBINES-CID. Please click here to view a larger version of this figure.
Figure 5: Enrichment of phage titers following each round of biopanning for the anchor binder selection. Please click here to view a larger version of this figure.
Figure 6: Representative ELISA results showing positive (+) and negative (*) clones. (A) Anchor binder ELISA results from 96 randomly picked clones after six rounds of selection. (B) Dimerization binder ELISA results of 96 randomly picked clones after four rounds of selection. Please click here to view a larger version of this figure.
Figure 7: Anchor and dimerization binder kinetic analysis by BLI. (A) Analysis of the anchor binder with unlabeled CBD (left) and THC (right). Biotinylated anchor binder was immobilized on Super Streptavidin (SSA) biosensors titrated with different concentrations of CBD. Measured data for CBD binding (red curves) were globally fitted (grey lines). (B) Left, BLI analysis of an SA biosensor-immobilized dimerization binder binding to the anchor binder preequilibrated with different concentrations of CBD. Right, the anchor binder concentration was titrated and bound to the immobilized dimerization binder in the absence of CBD. Please click here to view a larger version of this figure.
Figure 8: SEC analysis of the heterodimerization between the anchor and dimerization binders. (A) The dimerization and anchor binders (5 µM each) in the presence or absence of CBD were crosslinked by 100 µM bis-N-succinimidyl-(pentaethylene glycol) ester for 30 min at RT before the analysis. Elution volumes of protein standards are marked by triangles. (B) Non-crosslinked anchor and dimerization binders (30 µM each) were injected separately. Chromatograms in A and B are shown in different Y scales. Please click here to view a larger version of this figure.
It is critical to choose the correct concentrations of input phage libraries for different rounds of biopanning. We typically started from an input library of ~1012–1013 phage particles with a diversity >109, allowing ~100–1,000 copies of each phage clone to be presented in the pull-down assay. If the phage concentration in a binding assay is too high or low, the likelihood of nonspecific binding or loss of positive clones will increase. The anchor or dimerization binder selection normally consists of three to six rounds of biopanning, and the output phage counts usually start from ~104 and increases to ~108–109. It is suitable to pick single clones for ELISA validation after observing such enrichment. Additional rounds of biopanning might decrease the chances of identifying suitable low-abundance positive clones.
It is important to set up suitable negative controls and selections to enhance the success of the selections. For example, the use of structural analogs of ligand targets will facilitate the selection of ligand specificity. In our work, a highly similar analog, THC, was used as a control for CBD in the ELISA and BLI validation of anchor and dimerization binders19. In the dimerization binder selection, if anchor binders have relatively low ligand binding affinity, both free and ligand-bound anchor binders can be presented as targets in the positive selection. Thus, it is important to thoroughly remove binders that bind to free anchor binders during the negative selection. This can be achieved by performing multiple rounds of the subtraction with free anchor binders.
A limitation of our protocol is that target molecules need to be biotinylated for the anchor binder selection and only one or a few anchor binders can be used for the dimerization selection. The use of biotinylated targets can enrich binders that partly bind to the linker between biotin and targets. Thus, it is important to validate hits using unlabeled targets by BLI or other techniques. Choosing a single or a few anchor binders for dimerization binder selection can decrease the chance of identifying CID systems with suitable sensitivity and specificity. Thus, the multiplexing capability of the selection awaits further improvement by coupling to other techniques—for example, single-molecular-interaction sequencing (SMI-Seq) which enables a "library-by-library" protein-protein interaction screening25.
The authors have nothing to disclose.
This work was supported by the University of Washington Innovation Award (to L.G.), a grant from the U.S. National Institutes of Health (1R35GM128918 to L.G.), and a startup fund of the University of Washington (to L.G.). H.J. was supported by a Washington Research Foundation undergraduate fellowship. K.W. was supported by an undergraduate fellowship from the University of Washington Institute for Protein Design.
1-Step Ultra TMB ELISA substrate solution | Thermo Fisher Scientific | 34029 | |
Agar | Thermo Fisher Scientific | BP1423-2 | |
Amicon Ultra-15 Centrifugal Filter unit (3 kDa cutoff) | Millipore | UFC900324 | |
Ampicillin | Thermo Fisher Scientific | BP1760-25 | |
Bio-Rad Protein Assay Kit II | Bio-Rad | 5000002 | |
BirA biotin-protein ligase standard reaction kit | Avidity | BirA500 | |
Bovine Serum Albumin (BSA) | Sigma-Aldrich | A2153-50G | |
Casein | Sigma-Aldrich | C7078-1KG | |
CM13 Helper phage | Antibody Design Labs | PH020L | |
D-(+)-Glucose monohydrate | Alfa Aesar | A11090 | |
Dynabeads M-280 Streptavidin | Thermo Fisher Scientific | 11205D | |
DynaMag-2 Magnet | Thermo Fisher Scientific | 12321D | |
EDTA | Thermo Fisher Scientific | BP120-1 | |
Fast DNA Ladder | New England Biolabs | N3238S | |
FastDigest BglI | Thermo Fisher Scientific | FD0074 | |
Glycerol | Thermo Fisher Scientific | BP229-1 | |
HiLoad 16/600 Superdex 200 pg | GE Healthcare | 28989335 | |
HiPrep 26/10 Desalting Column | GE Healthcare | 17508701 | |
HisTrap-FF-1ml | GE Healthcare | 11000458 | |
Imidazole | Alfa Aesar | 161-0718 | |
IPTG | Thermo Fisher Scientific | 34060 | |
Kanamycin | Thermo Fisher Scientific | BP906-5 | |
M13 Major Coat Protein Antibody | Santa Cruz Biotechnology | sc-53004 | |
NaCl | Sigma-Aldrich | S3014-500G | |
NanoDrop 2000/2000c Spectrophotometers | Thermo Fisher Scientific | ND-2000 | |
Nunc 96-Well Polypropylene DeepWell Storage Plates | Thermo Fisher Scientific | 260251 | |
Nunc MaxiSorp | Thermo Fisher Scientific | 44-2404-21 | |
Octet RED96 | ForteBio | N/A | |
pADL-23c Phagemid Vector | Antibody Design Labs | PD0111 | |
PEG-6000 | Sigma-Aldrich | 81260-1KG | |
Platinum SuperFi DNA Polymerase | Invitrogen | 12351010 | |
PureLink PCR Purification Kit | Thermo Fisher Scientific | K310001 | |
QIAprep Spin M13 Kit | Qiagen | 27704 | |
Recovery Medium | Lucigen | 80026-1 | |
SpectraMax Plus 384 | Molecular Devices | N/A | |
Sucrose | Sigma-Aldrich | S0389-1KG | |
Super Streptavidin (SSA) Biosensors | ForteBio | 18-5057 | |
Superdex 75 increase 10/300 GL Column | GE Healthcare | 28-9909-44 | |
T4 DNA Ligase | Thermo Fisher Scientific | 15224-025 | |
TG1 Electrocompetent Cells | Lucigen | 60502-1 | |
Triethylamine | Sigma-Aldrich | 471283-100mL | |
Trizma Base | Sigma-Aldrich | T1503 | |
Tryptone | Thermo Fisher Scientific | BP9726-5 | |
Tween 20 | Thermo Fisher Scientific | BP337-500 | |
Yeast Extract | Thermo Fisher Scientific | BP1422-2 | |
Zeba Spin Desalting Column | Thermo Fisher Scientific | 89882 |