Abstract
Endothelin receptor A (ETA), a class A G-protein-coupled receptor (GPCR), is involved in the progression and metastasis of colorectal, breast, lung, ovarian, and prostate cancer. We overexpressed and purified human endothelin receptor type A in Escherichia coli and reconstituted it with lipid and membrane scaffold proteins to prepare an ETA nanodisc as a functional antigen with a structure similar to that of native GPCR. By screening a human naive immune single-chain variable fragment phage library constructed in-house, we successfully isolated a human anti-ETA antibody (AG8) exhibiting high specificity for ETA in the β-arrestin Tango assay and effective inhibitory activity against the ET-1-induced signaling cascade via ETA using either a CHO-K1 cell line stably expressing human ETA or HT-29 colorectal cancer cells, in which AG8 exhibited IC50 values of 56 and 51 nM, respectively. In addition, AG8 treatment repressed the transcription of inhibin βA and reduced the ETA-induced phosphorylation of protein kinase B and extracellular regulated kinase. Furthermore, tumor growth was effectively inhibited by AG8 in a colorectal cancer mouse xenograft model. The human anti-ETA antibody isolated in this study could be used as a potential therapeutic for cancers, including colorectal cancer.
Subject terms: High-throughput screening, Antibody therapy, Antibody therapy
Cancer: Human antibody shows therapeutic potential
A therapeutic antibody that targets a receptor involved in cancer progression shows significant anti-cancer effects in trials in mice. Endothelin receptor A (ETA) promotes the progression and metastasis of several cancers, and patients with high ETA expression often have poor survival rates. Several small molecule drugs that target ETA are currently undergoing trials. Now, Sang Taek Jung at the Korea University in Seoul, together with scientists across South Korea, have identified and isolated a human antibody that specifically binds to ETA. The team developed an antigen that mimics ETA, and identified and isolated the antibody it bound to. The antibody exhibited potent anti-tumor effects in cell cultures and trials in mice. Such therapeutic antibodies show higher affinity for their targets than other drugs, resulting in fewer side effects and higher efficacy.
Introduction
G-protein-coupled receptors (GPCRs), the largest superfamily of membrane receptors in the human genome, transduce extracellular signals to the intracellular space through binding of their cognate ligands. Intracellular signaling events triggered by conformational changes in GPCRs and interactions with intracellular proteins regulate numerous cellular functions, such as growth, motility, and differentiation1,2. Because of the critical role of GPCRs in numerous biological functions, they are involved in the progression and prognosis of a variety of diseases and are the targets of ~35% of all commercialized drugs3,4.
Endothelin receptor type A (ETA) is a class A GPCR that belongs to the endothelin receptor family. It regulates blood vessel constriction, cell growth, and differentiation through several downstream signaling pathways activated by the binding of ligands such as ET-1, ET-2, and ET-35,6. ETA, which undergoes a conformational change due to ligand binding, is involved in a variety of downstream signaling pathways through its interaction with G-protein alpha subunits (Gαs, Gαq/11, and Gαi) in the intracellular space7–9. Gαs and Gαi control cell growth and motility in a manner dependent on the concentration of intracellular cyclic adenosine monophosphate (cAMP) produced by adenylyl cyclase, and Gαq/11 regulates the intracellular Ca2+ concentration and cell proliferation through protein kinase C (PKC) and activation of phospholipase Cβ (PLCβ). Therefore, ETA expression is closely related to the survival rates of patients with several types of cancers10–12, and endothelin receptor antagonists, including zibotentan, atrasentan, bosentan, macitentan, and ambrisentan, have been developed as drugs for treating cancer by inhibiting downstream ETA signaling13. Currently, ETA antagonists are being evaluated for their antitumor efficacy in a variety of preclinical and clinical trials for cancers such as melanoma, glioblastoma, prostate cancer, lung cancer, and colorectal cancer, which are closely related to the expression and activity of ETA14. However, all ETA antagonists that have been evaluated for antitumor efficacy are small-molecule drugs.
Compared to small-molecule drugs, therapeutic antibodies have key advantages. First, they have extraordinarily high affinity and specificity for a target antigen, resulting in enhanced efficacy and reduced side effects. Second, they possess excellent Fc-mediated effector functions for clearance of target cells such as tumor cells. Third, they have prolonged circulating serum half-lives through pH-dependent binding of FcRn to the IgG Fc region15,16. However, developing therapeutic antibodies against GPCR targets is challenging because of the low expression levels of GPCR antigens on native cell membranes or in heterologous hosts, the difficulty of preparing a functional form of a GPCR antigen with a conformation similar to that of the complex seven transmembrane α-helical structure of native GPCRs, and the limited exposure of extracellular regions of GPCRs as a target for antibodies17,18. Due to these hurdles in developing anti-GPCR antibodies, only two therapeutic antibodies against GPCR antigens—erenumab (Aimovig®) and mogamulizumab (Poteligeo®), targeting the calcitonin gene-related peptide receptor and chemokine receptor 4, respectively—have been approved by the US FDA, in contrast to the clinical and marketing successes of a number of therapeutic antibodies targeting other types of antigens17.
In this study, we report the successful isolation of a human antibody antagonizing the functions of ETA and the evaluation of its antitumor activity. ETA nanodiscs were prepared by overexpressing ETA in E. coli and reconstituting the detergent-solubilized form with lipids and membrane scaffold proteins (MSPs). Screening of an in-house-constructed human antibody phage display library against ETA nanodiscs enabled us to isolate an antibody that binds specifically to ETA. The resulting human antibody regulating the downstream signaling of human ETA showed potent antitumor effects in both in vitro tests and an in vivo xenograft mouse model. This study demonstrates that this antibody targeting human ETA could be used to elucidate the functions of endothelin receptors and could be developed as a potential therapeutic agent for cancer.
Materials and methods
Reagents
All oligonucleotide primers and plasmids used in this study are described in Supplementary Tables 1 and 2. Restriction enzymes, Phusion® High-Fidelity DNA polymerase, and T4 DNA ligase were purchased from New England Biolabs (Ipswich, MA, USA). Oligonucleotide primers and VCSM13 helper phage stock were obtained from Integrated DNA Technologies (Coralville, IA, USA) and Agilent Technologies (Santa Clara, CA, USA), respectively. 1-Palmitoyl-2-oleoylphosphatidylcholine (POPC), an anti-M13 antibody conjugated to horseradish peroxidase (HRP), and 1-StepTM Ultra 3,3′,5,5′-tetramethylbenzidine (TMB) substrates were purchased from Avanti Polar Lipids (Alabaster, AL, USA), Bethyl Laboratories (Montgomery, TX, USA), and Thermo Fisher Scientific (Waltham, MA, USA), respectively. All other chemicals and reagents were purchased from Sigma-Aldrich (St. Louis, MO, USA) unless stated otherwise.
Construction of plasmids
The mouse ETA (mETA) gene (NCBI Gene ID: 13617) was synthesized by GenScript (Piscataway, NJ, USA). The pP9-mETA plasmid was constructed by Gibson assembly19 of the mETA DNA fragments amplified by polymerase chain reaction (PCR) using primers (MSJ#01 and MSJ#02) and the pP9 plasmid20 digested with the SmaI restriction enzyme. The gene encoding membrane scaffold protein (MSP-1), derived from the apolipoprotein A-I gene (NCBI Gene ID: 335), was assembled by PCR using primers (MSJ#03–MSJ#08) and was subcloned into pET28a(+) (Novagen, Burlington, MA, USA) at the NdeI/BamHI restriction endonuclease sites to generate pET28-MSP-1. To construct plasmids encoding the heavy and light chains of full-length IgG for AG8, each VH and VL gene was PCR amplified using a phagemid (pEL3X-AG8) isolated from the phage library screen and the primer pairs MSJ#42/MSJ#44 for VH and MSJ#46/MSJ#48 for VL. Then, the DNA fragments encoding the IgG constant region (CH1-CH2-CH3) of trastuzumab, which were prepared by PCR amplification using a primer pair (MSJ#43/MSJ#45) and a template (pMAZ-IgH-GlycoT)21, were assembled with the VH DNA fragments using a primer pair (MSJ#42/MSJ#45). A primer pair (MSJ#46/MSJ#49) was used to assemble the DNA fragments for the VL gene, and the human Ck DNA fragments were amplified using primers (MSJ#47/MSJ#49) and a template (pMAZ-IgL-GlycoT)21. pMAZ-AG8H and pMAZ-AG8L were constructed by ligation of the resulting heavy and light-chain DNA of AG8 IgG, respectively, into the pMAZ-IgL-GlycoT plasmid at the BssHII and XbaI sites.
Expression and purification of human ETA, mouse ETA, and membrane scaffold protein-1
Human ETA (hETA), mouse ETA (mETA), and membrane scaffold protein-1 (MSP-1) proteins were expressed and purified as described in the literature20,22. E. coli BL21(DE3) harboring pP9-hETA20 or pP9-mETA (for pP9-derived plasmids), or pET28a-MSP-1 (for pET28a-derived plasmids) was inoculated in Luria-Bertani (LB) medium supplemented with 100 μg/ml ampicillin (Millipore Sigma, Burlington, MA, USA) and 50 μg/ml kanamycin (Millipore Sigma, Burlington, MA, USA) and cultivated for 16 h at 37 °C and 250 rpm. Then, 100-fold dilutions of overnight-grown cells were inoculated in LB medium supplemented as needed with the same antibiotics and incubated at 37 °C until the absorbance of the culture broth at 600 nm (OD600) reached 0.6. After the addition of isopropyl-β-D-thiogalactopyranoside (IPTG) (0.5 mM for hETA and mETA, 1 mM for MSP-1) and incubation under specific culture conditions (25 °C for 16 h for hETA and mETA, 30 °C for 4 h for MSP-1) to induce protein expression, cells were harvested by centrifugation at 8000×g and disrupted using a microfluidizer (Microfluidics, Westwood, MA, USA). To prepare endothelin receptors (hETA and mETA), the resulting lysates were centrifuged at 12,000×g for 20 min, and the supernatants were ultracentrifuged at 100,000×g for 1.5 h to recover the membrane fractions from the pellets. After the membrane fractions were dissolved in 0.5% sarkosyl and centrifuged at 30,000×g for 30 min to remove insoluble aggregates, the recovered supernatants were bound to Ni-NTA agarose (Qiagen, Germantown, MD, USA) equilibrated with Buffer A (25 mM Tris–HCl and 1 mM phenylmethylsulfonylfluoride (pH 7.8)). After the resin was washed with 20 column volumes (CV) of Buffer A supplemented with 20 mM imidazole, the resin-bound proteins were eluted using 5 CV of Buffer A supplemented with 300 mM imidazole. Then, the eluents were loaded onto a PD-10 desalting column (Cytiva, Marlborough, MA, USA) to remove excess imidazole, and the buffer was exchanged with 25 mM Tris–HCl (pH 7.8) containing 10% glycerol. The purified endothelin receptors (hETA and mETA) were stored at −80 °C before use. To prepare MSP-1 proteins, cell lysates were centrifuged at 12,000×g, and the resulting supernatants were loaded onto a Ni-NTA column equilibrated with 10 ml of 50 mM Tris-Cl and 1% Triton X-100 (pH 7.4). After adding 10 ml of 50 mM Tris-Cl and 50 mM imidazole (pH 7.4) for washing and 10 ml of 50 mM Tris-Cl and 300 mM imidazole (pH 7.4) for elution, the eluent buffer was exchanged with 1 × phosphate-buffered saline (PBS, pH 7.4) containing 10% glycerol using a PD-10 desalting column.
Preparation of reconstituted hETA nanodiscs
Purified hETA and MSP-1 were mixed with POPC dissolved in 100 mM sodium cholate at a hETA:MSP-1:POPC molar ratio of 1:30:60. After the addition of 200 mg/ml Bio-BeadsTM SM-2 (Bio-Rad, Hercules, CA, USA), the resuspended solution was incubated at 4 °C for 16 h with mixing by rotation at 100 rpm and centrifuged at 12,000×g for 5 min to remove detergents. Then, the supernatants were dialyzed in 1× PBS (pH 7.4) and concentrated using Amicon Ultra®4 spin columns (Merck Millipore; 30 kDa cutoff). The concentrated supernatants were loaded onto a Superdex 200 gel filtration chromatography column (Cytiva, Marlborough, MA, USA) for development in 35 ml of 1× PBS (pH 7.4), and the fractions showing both hETA and MSP-1 protein bands in sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS–PAGE) analysis were recovered.
Construction of a human naive immune scFv library
VH and VL genes of human immunoglobulins, which were prepared from peripheral blood mononuclear cells (PBMCs) of anonymous donors as described in the literature23, were PCR amplified using 200 μM dNTPs, 1 μM mixed oligonucleotides (MSJ#07–MSJ#16 for VH and MSJ#17–MSJ#37 for VL), 2.5 units of Phusion® High-Fidelity DNA polymerase, and 100 ng of cDNA as a template. Then, the VH and VL genes were assembled by PCR with two primers (MSJ#38/MSJ#39) to connect the resulting VH and VL genes with a flexible glycine–serine linker (GGGSSGGGGSGGGGSGGGGS), and the resulting PCR products encoding the single-chain variable fragments (scFvs) were digested with SfiI and ligated into the pEL3X phagemid, which is a derivative of pComb3X24 with modified SfiI sequences (GGCCCAGCCGGCC/GGCCTCGGGGGCC). Then, the ligation products were transformed into E. coli ER2738 (F´proA+B+ lacIq Δ(lacZ)M15 zzf::Tn10(TetR)/fhuA2 glnV Δ(lac-proAB) thi-1 Δ(hsdS-mcrB)5) to generate the human naive scFv antibody library.
Preparation of phage particles from the scFv library
E. coli ER2738 cells harboring naïve immune scFv library plasmids were inoculated and grown for 1 h in 10 ml of Super Broth (SB) medium (Becton Dickinson Diagnostic Systems, DifcoTM, USA) supplemented with 100 μg/ml carbenicillin. The culture broth was diluted 1:100 in 1 L of SB medium containing the same antibiotic and incubated at 37 °C with shaking at 250 rpm until the absorbance of the culture broth at 600 nm reached 0.8–1.0. Then, 1 ml of VCSM13 helper phage (1 × 1012 pfu) and 70 μg/ml kanamycin were added, and the infected cells were incubated for 16 h at 37 °C with shaking at 250 rpm to induce the production of scFv-displaying phage particles. The culture broth was centrifuged at 10,000×g, and the supernatants were mixed with polyethylene glycol (PEG)/NaCl solution containing 4% (w/v) PEG 8000 and 3% (w/v) NaCl. The pellets were resuspended in 1× PBS and 3% bovine serum albumin (pH 7.4), and the recovered phage particles were stored at 4 °C prior to use.
Library panning and screening
In total, 50 μl of 4 μg/ml Gαi3 protein purified as described previously25 was coated onto a 96-well plate (Corning, Corning, NY, USA) at 4 °C for 16 h. After extensive washing of the wells, 50 μl of hETA reconstituted nanodiscs (4 μg/ml) was added, and the plate was incubated at room temperature for 2 h. Before loading the library phage particles into the wells of the plate immobilized with hETA nanodiscs, a negative selection procedure was conducted. The library phage particles were incubated in wells immobilized with empty nanodiscs consisting of only MSP-1 and a lipid that did not contain hETA. Next, 50 μl of the resulting supernatants were added to the wells preimmobilized with hETA nanodiscs. After the plate was washed with 1× PBS (pH 7.4), bound phage particles were eluted in 100 μl of glycine-HCl buffer (pH 2.2) and neutralized by the addition of 20 μl of 2 M Tris (pH 8.0). Then, 120 μl of the resulting neutralized, recovered phages and 1 ml of VCSM13 helper phage particles were added to infect E. coli ER2738, and the amplified phages were used for the next round of biopanning. The number of washing cycles was increased in each subsequent round of biopanning to enrich high-affinity binders. After five rounds of biopanning, E. coli ER2738 cells were infected with eluted phages, and 400 individual clones were cultured in 1 ml of SB medium at 37 °C with shaking at 250 rpm until the OD600 reached 0.6. Then, 50 μl of VCSM13 helper phages and 70 μg/ml kanamycin were added to the infected E. coli ER2738 cells. After overnight cultivation, the supernatant was used for phage enzyme-linked immunosorbent assay (ELISA).
Phage ELISA
To isolate phage particles displaying specific anti-hETA antibodies, 50 μl of 4 μg/ml purified human Gαi3 protein diluted in 0.05 M Na2CO3 (pH 9.6) was added to each well of a 96-well plate (Corning, Corning, NY, USA) and incubated at 4 °C for 16 h. After blocking with 150 μl of 4% skim milk in 1× PBS (pH 7.4) and washing four times with 150 μl of PBS (pH 7.4) containing 0.02% n-dodecyl-β-d-maltoside (DDM), 50 μl of 5 μg/ml hETA reconstituted nanodiscs was added to each well of the plate. Then, the plate was incubated at 25 °C for 1 h, washed with 150 μl of 1× PBS (pH 7.4) containing 0.02% DDM, and treated with 50 μl of rescued phage particles displaying scFvs. After incubating at 25 °C for 1 h and washing four times, 50 μl of anti-M13-HRP conjugates diluted 4000-fold in 1× PBS (pH 7.4) containing 0.02% DDM was added to the plate. After incubation for 1 h at 25 °C and four washes in 150 μl of 1× PBS containing 0.02% DDM (pH 7.4), 50 μl of 1-Step™ Ultra TMB was added to each well, and the plate was incubated for 20 min to develop the signal. After quenching the signal by the addition of 50 μl of 4 N H2SO4, the ELISA-binding signal was detected by measuring the absorbance at 450 nm in an Epoch plate reader (BioTek, Winooski, VT, USA).
Luciferase assay
A luciferase assay was performed using a dual-luciferase reporter assay system (Promega, Madison, WA, USA) according to the manufacturer’s instructions. Poly-l-lysine was coated onto 96-well plates (Corning, Corning, NY, USA) by incubation at 37 °C for 1 h, and cells were then seeded at a density of 5 × 103 cells/well. The luciferase reporter plasmids were cotransfected with the control plasmid encoding Renilla luciferase into the cells in the plate, and AG8 phage supernatants were added after 24 h. Then, a mixture of dye reagent was added after 48 h, and luciferase activity was measured using a VICTOR Light luminometer (PerkinElmer, Inc., Waltham, MA, USA). The transfection efficiency was evaluated by normalization to Renilla luciferase activity as a control.
Mammalian cell culture
CHO-K1 cells expressing human ETA were maintained as monolayer cultures on 100-mm cell culture dishes in Ham’s F12 medium supplemented with 10% fetal bovine serum (FBS) and 1 × antibiotic–antimycotic solution at 37 °C in a humidified atmosphere containing 5% CO2. The established human colorectal cancer cell lines HT-29 and HCT-116 were purchased from the Korean Cell Line Bank (Seoul, Korea) and maintained in HyClone RPMI-1640 medium (Cytiva, Marlborough, MA, USA) supplemented with 10% HyClone FBS (Cytiva, Marlborough, MA, USA), 1% penicillin-streptomycin, and 1% sodium pyruvate at 37 °C in a humidified atmosphere of 5% CO2.
Expression and purification of AG8 IgG
The pMAZ-AG8H and pMAZ-AG8L plasmids, which encode the heavy and light chains of AG8 IgG, respectively, were constructed using an eCube Plasmid DNA Mini Kit (PhileKorea, Seoul, Korea) and transfected into Expi293 cells using polyethyleneimine, as described in the literature26. After resuspension of the cells in 300 ml of GIBCO FreeStyleTM medium (Thermo Fisher Scientific, Waltham, MA, USA), incubation at 37 °C with shaking at 125 rpm under 8% CO2 for 6 days, and centrifugation at 4000×g, the supernatants were mixed with 40 ml of 25 × PBS (pH 7.4) and 1 ml of a slurry of Protein A agarose resin (GenScript, Piscataway, NJ, USA). The resuspension was incubated at 4 °C for 16 h and passed through a polypropylene column (Thermo Fisher Scientific, Waltham, MA, USA) to recover the resin. Next, 100 ml of 1× PBS (pH 7.4) was added to the column to wash the resin, and 3 ml of 100 mM glycine-HCl buffer (pH 2.5) was loaded onto the column for elution. The eluents were immediately neutralized by the addition of 1 ml of Tris-Cl (pH 8.0). After buffer exchange with 1× PBS (pH 7.4) using Amicon Ultra®4 spin columns (Merck Millipore; 3-kDa cutoff), the concentration and purity of AG8 IgG were analyzed by measuring the absorbance at 280 nm and by 4–15% SDS–PAGE.
Physicochemical analysis of AG8 IgG
Antibody aggregation was measured with a Waters Alliance 2695 system (Milford, MA, USA) and a Waters BioSuite high-resolution size-exclusion chromatography (SEC) column (7.5 mm × 300 mm, 10-μm particle size). Samples (10 μl, 1 mg/ml) were injected, and separation was conducted using isocratic elution with 1 × PBS (pH 7.4) at a flow rate of 1 ml/min. The purity was analyzed with reversed-phase high-performance liquid chromatography (RP-HPLC) using an Agilent 1260 Infinity system (Santa Clara, CA, USA). A Waters XBridge BEH 300 C4 (4.6 mm × 150 mm, 3.5-μm particle size) column was used to separate analytes at a flow rate of 1.44 ml/min. The mobile phase was 0.1% trifluoroacetic acid (TFA) in water (Eluent A) and 0.1% TFA in acetonitrile (Eluent B) applied in gradient mode: 0–18 min, a linear increase from 20 to 80% Eluent B; 18–30 min, washing, and re-equilibration. The injection concentration and volume were the same as those used for SEC. The intact masses of the antibody were determined with RP-HPLC using a Waters Acquity I class UPLC system. Separation was performed on a Thermo MabPacTM RP column (2.1 mm × 50 mm, 4-μm particle size) at a flow rate of 0.2 ml/min. The mobile phase was prepared by mixing 0.1% formic acid in water (Eluent A) and 0.1% formic acid in acetonitrile (Eluent B). After linear gradient elution for 2 min with an increase in the ratio of Eluent B to 25% followed by isocratic elution with 25% Eluent B, the sample was separated by linear gradient elution (25–45% Eluent B). The effluent was analyzed with a Thermo Fisher LTQ Orbitrap mass spectrometer (Thousand Oaks, CA, USA) using Fourier transform (FT) mode. The resolution and mass range of the FT-based mass spectrometer were 120,000 and m/z 400–4000, respectively. The injection concentration and volume were 0.1 mg/ml and 5 μl, respectively. Glycan profiling was performed with a Rapi-Fluor labeling kit (Waters, Milford, MA, USA), and all procedures were performed as described previously27,28.
ELISA
For coating, 50 μl of Gαi3 (4 μg/ml, diluted in 0.05 M Na2CO3 (pH 9.6)) was added to a 96-well polystyrene plate, and the plate was incubated at 4 °C for 16 h. After the addition of 150 μl of 4% skim milk in 1× PBS (pH 7.4) and incubation for 2 h for blocking, 50 μl of 4 μg/ml hETA/mETA reconstituted in 0.5% sarkosyl was added to the plate. Then, the plate was washed four times with 150 μl of 1× PBS containing 0.05% Tween 20 (PBST, pH 7.4), and 50 μl of AG8 IgG serially diluted in 1× PBS (pH 7.4) was added. After the plate was washed with 150 μl of PBST, 50 μl of a goat anti-human IgG (H + L) antibody-HRP conjugate (5000-fold dilution; Thermo Fisher Scientific, Waltham, MA, USA) was added. After the plate was washed with 150 μl of PBST, 50 μl of 1-Step™ Ultra TMB was added, the plate was incubated for 20 min, and 50 μl of 4 N H2SO4 was added to the wells to quench the ELISA signal. The absorbance at 450 nm was analyzed in an Epoch plate reader (BioTek, Winooski, VT, USA).
Calcium flux assay
Changes in the cytosolic Ca2+ concentration upon hETA binding to the ET-1 ligand were analyzed as described in the literature29. After incubation of 1 × 105 hETA-overexpressing CHO-K1 cells or HT-29 colorectal cancer cells with 5 μM fura-2-acetoxymethyl ester (Fura-2-AM) dye at 25 °C for 1 h, serially diluted scAb AG8 was added. After incubation at 25 °C for 1 h, 10 nM ET-1 was added, and the resulting fluorescence emission at 510 nm, with separate excitation at 380 and 340 nm, was monitored using a FluoroMate FS-2 fluorescence spectrometer (Scinco, Seoul, Korea) to evaluate the Ca2+ concentration changes upon intracellular endothelin signaling.
Proliferation assay
Cancer cell proliferation was analyzed using a CyQUANTTM NF cell proliferation kit (Thermo Fisher Scientific, Waltham, MA, USA). Cells were seeded in 96-well plates at a density of 2–3 × 103 cells/well. After 24 h of incubation, ET-1 and the anti-ETA antibody were mixed at a 1:1 ratio in 2% FBS medium, and the medium was replaced with RPMI-1640 medium. After 24 h, CyQUANT® NF dye reagent was added, and the cells were incubated at 37 °C for 30 min. Then, the fluorescence intensity was measured as the ratio of the fluorescence at 530 nm to that at 485 nm using an Infinite M200 Pro microplate reader (TECAN, Männedorf, Switzerland).
Western blot analysis
Whole-cell protein lysates were prepared using RIPA buffer (iNtRON Biotechnology, Seongnam, Korea) supplemented with protease inhibitor cocktail (Roche, Basel, Switzerland), and total protein samples were quantified using a BCA Protein Assay Kit (Thermo Fisher Scientific, Waltham, MA, USA). After separation of equal amounts of the protein lysates on 10% Bis–Tris protein gels (Thermo Fisher Scientific, Waltham, MA, USA), transfer to PVDF membranes (Merck Millipore, USA), and blocking with 5% skim milk, the membranes were incubated with HRP-conjugated anti-β-actin, anti-phospho-ERK1/2, anti-total-ERK1/2, anti-phospho-AKT (S473), or anti-total-AKT antibodies (Cell Signaling Technology, Danvers, MA, USA). Then, the membranes were washed in 0.05% Tween 20 in Tris-buffered saline and incubated with a 1:5000 dilution of anti-rabbit IgG -HRP conjugate (Bio-Rad, USA) as the secondary antibody. Specific bands were detected using a WEST-ZOL plus Western Blot Detection System (iNtRON Biotechnology, Seongnam, Korea).
RNA extraction and quantitative real-time PCR (qRT–PCR) analysis
The total RNA was isolated using an RNeasy Mini Kit (Qiagen, Germantown, MD, USA) following the manufacturer’s protocol. Reverse transcription was conducted using 1 μg of total RNA as a template and SuperScriptTM III Reverse Transcriptase (Thermo Fisher Scientific, Waltham, MA, USA). qRT–PCR was performed in triplicate in LightCycler® 480 system with SYBR Green I Master Mix (Roche, Mannheim, Germany) and the appropriate primers (MSJ#50/MSJ#51), and the target gene expression levels were normalized to the β-actin level. The values from independent experiments were averaged, and are presented as the means ± standard deviations.
Mouse xenograft model
The animal study was reviewed and approved by the Institutional Animal Care and Use Committee (IACUC) of the National Cancer Center Research Institute (NCCRI). The NCCRI is an Association for Assessment and Accreditation of Laboratory Animal Care International (AAALAC International)-accredited facility and abides by the Institute of Laboratory Resources (ILAR) guidelines. Five-week-old female nude mice (BALB/c nude) were purchased from OrientBio (Seongnam, Korea). After 1 week, colorectal cancer cells (2 × 106) resuspended in 100 μl of 1× PBS (pH 7.4) were subcutaneously injected using a 31-gauge needle. The tumor-bearing mice were randomized into the control and treatment groups (n = 4 mice per group) after 7 days. Then, AG8 IgG (1.125 mg/kg) was injected intratumorally into each mouse at 2-day intervals, and 1 × PBS (pH 7.4, 50 µl/mouse) was injected as the negative control. After tumor volumes and body weights were measured prior to antibody injection, the tumors were measured using a caliper, and the volumes were calculated as follows: [W(width)2 × L(length)] × 1/2. The mice were sacrificed 27 days after cancer cell injection.
Statistical analysis
Statistical analyses were performed with Student’s t test, and P < 0.05 was considered statistically significant.
In silico modeling to predict the AG8 binding site in ETA
Structural modeling of the single-chain variable fragment antibody (scFv) was carried out using the AG8 sequence and the antibody modeling tool of the Discovery Studio 2019 program (Biovia, San Diego, CA, USA). The crystal structures for ETB from the Protein Data Bank (PDB IDs: 5GLI and 5GLH for ligand-free hETB and ET-1-bound ETB, respectively) were used for modeling and docking analysis. The potential binding site in AG8 was limited to the extracellular region of the ETB structure, and the most stable binding site was determined using the “ZDOCK” function in Discovery Studio 201930.
Results
Preparation of functional hETA antigens mimicking the structure of native hETA on the cell membrane
For screening of monoclonal human antibodies against hETA, it is necessary to prepare a sufficient amount of functional antigen structurally similar to native hETA. However, it is well known that the complex structure of GPCRs, with seven transmembrane α-helices, is difficult to express in heterologous hosts31. In a previous study, we overexpressed hETA in E. coli by fusion of the P9 sequence of Pseudomonas phage Ф6 (Phi6) to the N-terminal region of hETA (Fig. 1a)20. As reported in the previous work, both hETA and mETA were successfully overexpressed in E. coli through the fusion of the N-terminal P9 motif, and they were purified from sarkosyl-solubilized cell membrane fractions using Ni-NTA affinity chromatography (Fig. 1b, c). In an ELISA, purified hETA showed binding affinity not only for its ligand ET-1 but also for human Gai3, which is an essential component of GPCR downstream signaling8 (Fig. 1d, e). To prepare a functional hETA antigen with a native-like structure, we reconstituted purified hETA, MSP-1, and lipids in an optimized ratio, and antigen-embedded nanodiscs were successfully recovered by size-exclusion chromatography (SEC) (Fig. 1f–h).
Isolation of a human ETA-specific antibody using a constructed human antibody library and immobilized hETA nanodiscs
To isolate a specific ETA human antibody, we constructed a phage library displaying human scFv antibodies (library size: >1 × 1010 individual clones, as estimated from the number of transformants) by PCR amplification of VH and VL genes existing in the immune repertoire of human B cells (Fig. 2a). The purified hETA nanodiscs were immobilized on the plate in an orientation-controlled manner through capture by precoated human Gαi3 so that the scFv antibodies could efficiently access the extracellular region of hETA. After five rounds of negative screening of the phage library against empty nanodiscs and biopanning against immobilized hETA nanodiscs with increasing numbers of washing cycles in successive screening rounds (Fig. 2b), we observed that phages displaying a high affinity for hETA nanodiscs were enriched based on the output phage titers (Supplementary Table 3). As determined by phage ELISA, five individual clones exhibited a high signal for binding to the hETA nanodisc, and DNA sequencing of the five clones revealed that all had the same scFv sequence (Fig. 2c), suggesting successful enrichment of a particular human antibody clone via the hETA affinity-based screening system. Next, we aligned the sequences of the variable regions of the scFv antibody (AG8) with the germline sequences of those of human immunoglobulins using IMGT/V-QUEST32. The sequence analysis results revealed a sequence identity of 94.44% between the VH region of AG8 and the human immunoglobulin heavy-chain variable region V1–8 genes (IMGT ID: M99637), and the sequence of the AG8 VL light chain was 90.68% identical to that of the human immunoglobulin kappa chain variable region V1–17 genes (IMGT ID: KM455566).
AG8 exerts antagonistic effects on ET-1-induced signaling of hETA
For analysis of the antagonistic effects of the isolated antibody on ET-1-induced hETA signaling, we employed a β-arrestin Tango assay that enabled monitoring of β-arrestin recruitment through luciferase gene expression33. In cells that expressed both hETA and hETB, luciferase expression was not activated in the control group treated with bombesin, a ligand unrelated to both hETA and hETB; however, the presence of ET-1, a native ligand for both hETA and hETB, activated luciferase expression (Fig. 2d). As expected, the addition of phage particles displaying the isolated AG8 scFv inhibited luciferase expression by up to 72% in hETA-expressing cells. In sharp contrast, cells expressing hETB, which shares the capacity for ET-1 binding with hETA, did not exhibit a reduction in luciferase expression upon treatment with the same phage particles, indicating that the resulting AG8 is highly specific for a particular isotype of hETA rather than an isotype of hETB (Fig. 2e). To investigate whether purified AG8 can regulate the function of hETA, we expressed the isolated antibody in E. coli as a single-chain antibody (scAb) that contained a human kappa light-chain constant (HuCκ) domain and purified it via affinity chromatography using KappaSelect resin (Cytiva, Marlborough, MA, USA) (Fig. 3a). Then, the antagonistic effect of AG8 on hETA was analyzed using fura-2-acetoxymethyl ester (fura-2 AM), a ratiometric calcium indicator, to analyze ET-1-binding-triggered hETA activation, which can be monitored by measuring the increase in the intracellular Ca2+ level mediated through the inositol trisphosphate (IP3) pathway34. In both hETA-expressing CHO-K1 cells treated with 10 nM ET-1 and HT-29 colorectal cancer cells treated with the same concentration of ET-1, the scAb AG8 inhibited the ET-1-induced increase in the intracellular Ca2+ level, as evidenced by the IC50 values (56 nM in CHO-K1 cells and 51 nM in HT-29 cells). These results clearly demonstrate that AG8 exerted an antagonistic effect on ET-1 ligand binding-mediated hETA signaling (Fig. 3b, c).
The cross-species high binding affinity of AG8 IgG for human ETA and mouse ETA
To verify the cross-species binding affinity of AG8 IgG for human and mouse ETA antigens, AG8 was expressed in a full-length IgG form in Expi293 mammalian cells and purified via Protein A affinity chromatography (Fig. 3d). The cross-species binding of AG8 IgG was verified by ELISAs using purified human or mouse ETA captured by human Gαi3 that was preimmobilized on ELISA plates. Considering that the protein sequence of the mouse ETA antigen is 94.3% identical to that of human ETA, we reasoned that AG8 IgG would show a binding affinity for both hETA and mETA proteins. As expected, the apparent binding affinities of AG8 IgG for human and mouse ETA were almost identical in the ELISAs (Fig. 3e).
Physicochemical properties of AG8 IgG
The physicochemical properties of AG8 IgG were characterized by four methods, as shown in Fig. 4. The percentages of the monomeric and aggregated forms of AG8 IgG were 95.23% and 4.77%, respectively, and no other impurities were detected in RP-HPLC analysis. The molecular weight of AG8 IgG was measured both with and without PNGase F treatment, and the accuracies were < 1 Da. The glycan profile of AG8 IgG was slightly different from that of the IgG standard, but the result was similar to those shown in other reports27,28. No analyzed physicochemical properties created an issue for subsequent in vitro and in vivo assays.
In vitro effects of AG8 IgG on cancer cells
Human ETA is an important target for cancer treatment because it is highly involved in several signaling pathways that promote cell proliferation, metastasis, and neovascularization34. In particular, a high correlation between hETA overexpression and the progression of colorectal cancer has been reported35. In two colorectal cancer cell lines, HT-29 and HCT-116, AG8 IgG reduced the proliferation of cells by up to 40% (Figs. 5a and 5b). To investigate how AG8 IgG inhibited the proliferation of these cells, we performed western blot analyses to measure the phosphorylation levels of downstream signaling pathway components. It has been well established that ET-1 binding to hETA promotes the phosphorylation of ERK and AKT in colorectal cancer cells36,37. We found that the addition of AG8 IgG significantly reduced ET-1-induced phosphorylation of both ERK and AKT in cancer cells (Fig. 5c). Furthermore, transcription of inhibin βA (INHBA), which is activated by ET-1 binding to hETA, was decreased upon treatment with AG8 IgG (Fig. 5d). Taken together, these results indicate that the specific binding of AG8 IgG to hETA blocks downstream hETA signaling and inhibits colorectal cancer cell proliferation.
Inhibition of tumor growth by AG8 IgG in BALB/c nude mice
We next confirmed the anticancer effects of AG8 IgG in vivo. A xenograft mouse model was established by subcutaneous injection of colorectal cancer cells into the flanks of BALB/c nude mice, and AG8 IgG was administered at 2-day intervals by intratumoral injection (1.125 mg/kg per injection). After 27 days, tumor growth in the AG8-treated mice was decreased 40% relative to that in PBS-treated mice (Fig. 5e, f), clearly showing that AG8 IgG exerted significant antitumor effects in mice bearing colorectal cancer xenografts.
In silico modeling of the structure of AG8
Comparison of the sequences of the hETA (UniProtKB ID: P25101) and hETB (UniProtKB ID: P24530) proteins determined their sequence identity and similarity to be 53.9% and 71.8%, respectively. To infer the structure of hETA, for which no crystal structure is available, two crystal structures (PDB codes: 5GLI and 5GLH for ligand-free hETB and ET-1-bound ETB, respectively) were used for in silico analysis. Models of both ligand-free and ligand-bound hETA were constructed using the sequence of hETA and the two crystal structures of hETB (5GLI and 5GLH). Superimposition of the resulting two hETA models showed that the root-mean-square deviation between the two models was 2.694 Å (Fig. 6a). The in silico analysis showed that the endothelin-binding site in hETA was located in the region inside the 7 transmembrane helices, as in the ET-1-bound ETB structure38, and that the conformations of two transmembrane helices (TM6 and TM7) were changed more significantly than those of the other transmembrane helices upon binding to ET-1. To analyze the AG8 binding site in hETA, a structural model of AG8 was generated using Discovery Studio 2019, and the potential binding sites were listed in order of stabilization energy using the docking function of the software. The results revealed that the extracellular loop 3 (ECL3) region connected to the 6th and 7th transmembrane helices of hETA showed the most stable binding (Fig. 6b). Interestingly, this region exhibited the highest degree of conformational change upon binding to ET-1.
Discussion
In this study, we overexpressed a type of GPCR with an intrinsically complex structure using a bacterial expression system and prepared a protein in the form of a nanodisc to maintain a GPCR structure similar to that of native GPCRs expressed in the cell membrane environment22. This antigen preparation strategy enabled us to isolate a human anti-GPCR antibody with high target antigen selectivity and the capability to regulate intrinsic GPCR function. Although various GPCR antigen preparation methods, such as fusion of the GPCR extracellular region with a carrier protein, production of membrane fractions containing GPCR proteins, and synthesis of peptides of GPCR extracellular regions, have been used for GPCR antibody screens, these methods have limitations due to their strong tendency to generate GPCR conformations different from those of the native GPCR expressed in the human cell membrane, the low stability of the GPCR antigen during antibody screening steps, and the occurrence of structural modifications during chemical conjugation or genetic fusion of a part of a GPCR antigen with a carrier protein17. Our group has also fused carrier proteins such as keyhole limpet hemocyanin and ovalbumin with synthetic peptides encoding the N-terminus, extracellular loop 1 (ECL1), extracellular loop 2 (ECL2), or extracellular loop 3 (ECL3) of hETA for isolation of anti-GPCR antibodies. However, our antibody screening trial performed through animal immunization using the prepared antigen consisting of a synthetic GPCR peptide subunit fused with a carrier protein was not successful. To overcome these limitations, we prepared a GPCR antigen in nanodisc form. Nanodiscs reconstituted with a protein such as a GPCR, phospholipids, and MSPs have been used in various studies on membrane proteins17,39. Cai et al. solubilized the human glucagon-like peptide-1 receptor (GLP-1R) with detergent and successfully produced a nanodisc using MSP and phospholipids, and they confirmed binding activity with its ligand GLP-1 and with the GS protein40. In a similar way, the self-assembly of detergent-solubilized hETA with POPC and MSP enabled us to produce hETA nanodiscs, leading to successful isolation of an hETA-specific human antibody.
Through a β-arrestin recruitment Tango assay33, we confirmed that the isolated antibody AG8 selectively bound to hETA, enabling the regulation of downstream hETA signaling. Aberrant activation and overexpression of hETA have an important effect on the survival of patients with a variety of cancers, such as breast, cervical, colorectal, ovarian, prostate, and head and neck cancers14,41. Currently, the main antagonists targeting endothelin receptors approved for clinical trials include sitaxentan, bosentan, macitentan, and ambrisentan, all of which are small-molecule compounds. A clinical trial for sitaxentan was withdrawn, and bosentan and macitentan are dual ETA and ETB antagonists, whereas ambrisentan is the only antagonist known to selectively bind to ETA42. Kappes et al. used ambrisentan in a preclinical murine model of metastatic breast cancer and confirmed that it inhibited cancer cell migration, invasion, and metastasis by selectively binding to ETA without interfering with the physiological vasodilator function controlled by ETB43. This suggests that selective binding of antagonists to a specific type of endothelin receptor is likely to be beneficial for cancer therapy. AG8 IgG, with high ETA selectivity, could be a candidate therapeutic agent for cancers in which patient survival prognosis is affected by dysfunction or overexpression of ETA.
The protein sequence of hETA is 94% identical to that of its mouse homolog6. As expected, AG8 IgG showed cross-reactivity with both human and mouse ETA. In the development of anticancer therapeutic antibodies, it is necessary to evaluate antitumor effects using small animal models such as mouse models prior to assessing efficacy in primates and humans. If the antibody binds to the human antigen but not to the corresponding antigen expressed in the animal model, a surrogate antibody with characteristics and binding properties similar to those of the counterpart antigen in the model animal should be produced. Alternatively, a knock-in animal model expressing the human target antigen should be used. As mentioned above, ETA has high sequence identity between humans and mice. In addition, the sequences of its ligands ET-1 and ET-3 are identical between the two species, and another endothelin ligand, ET-2, exhibits substantial similarity (95.2%) between humans and mice, suggesting that it is reasonable to evaluate the antitumor effects of AG8 IgG in a non-transgenic mouse xenograft model.
Representative therapeutic antibodies used for colorectal cancer treatment are bevacizumab and cetuximab. These two drugs have been administered in combination with small-molecule drugs such as irinotecan, oxaliplatin, and fluoropyrimidines in treatment regimens44,45. However, long-term treatment with bevacizumab usually increases the expression of soluble VEGF receptor 1 (sVEGFR1) and results in resistance to the drug46,47. In addition, cetuximab shows a general loss of therapeutic efficacy in patients with K-RAS mutations48. Therefore, there is an urgent unmet clinical need for the development of improved therapeutic agents for colorectal cancer. ETA is activated by both the paracrine and autocrine systems; thus, it affects cancer progression and metastasis in a variety of ways12,14,49–53. In this study, we conducted in silico analysis, and the results showed that the ETA mRNA expression level in colorectal cancer was higher than that in other cancers (breast, cervical, ovarian, prostate, and head and neck cancers) (Supplementary Fig. 1). Currently, small-molecule-based ETA antagonists with FDA approval for treating hypertension, kidney diseases, and heart failure have been reported to inhibit tumor progression in a variety of cancers54–56. The IgG antibody AG8 isolated in this study inhibited cell growth by specifically binding to ETA in colorectal cancer cells, increasing the cytosolic Ca2+ level and blocking the activation of ETA downstream signaling. In addition, the antitumor efficacy of AG8 IgG was confirmed in a colorectal cancer xenograft model. The tumor growth inhibition observed here was superior to that in a previous study based on a single administration of bevacizumab57. These results can be explained by the decreases in the levels of phosphorylated AKT, phosphorylated ERK, and cytosolic Ca2+, as well as the transcription of the colorectal cancer biomarker INHBA58, which led to inhibition of cancer cell proliferation and growth. Therefore, the results of these AG8 IgG analyses indicate that this antibody has a mechanism of action different from those of conventional agents for the treatment of patients with colorectal cancer that is resistant to bevacizumab and cetuximab.
To identify the specific binding epitope on hETA recognized by AG8 IgG, mass spectrometry (MS) analysis using hydrogen-deuterium exchange (HDX), surface plasmon resonance analysis, and ELISA using individual hETA extracellular loop (ECL) peptides were conducted. However, the HDX-MS analysis was not successful due to the instability of detergent-solubilized hETA during sample preparation. In addition, AG8 IgG did not bind to each individual ECL domain of hETA, implying that each domain of the prepared hETA had a conformation different from that in the native full-length hETA protein. However, we cannot exclude the possibility that multiple domains in addition to one N-terminal region or ECL loop are involved in binding to AG8 IgG. To solve the tertiary structure of hETA and elucidate the interaction between hETA and AG8 IgG, we plan to replace the third intracellular loop (ICL3) with T4 lysozyme to facilitate crystallization by stabilizing the conformation of ICL3, the most flexible region in a GPCR, as reported in a previous study59.
In this study, a highly challenging GPCR antigen was prepared, and a human antibody that selectively binds to hETA was successfully isolated from a human antibody library using a phage display technique. The resulting AG8 IgG showed potent antitumor effects against colorectal cancer. To develop an antitumor therapeutic antibody with enhanced efficacy, we have engineered framework regions of the variable regions of AG8 IgG and isolated new antibodies exhibiting higher binding affinity than the parental AG8 IgG for hETA. Furthermore, we will validate the antitumor efficacy and pharmacokinetics of the antibody by introducing an engineered Fc variant with a prolonged circulating half-life or enhanced effector functions. In addition, the search for additional applicable therapeutic indications is in progress, and the results will be reported in our future publications.
Supplementary information
Acknowledgements
This work was supported by grants from the Bio & Medical Technology Development Programs (2017M3A9C8060541, 2017M3A9C8060558, 2017M3A9C8060560, and 2020M3E5E2037775) and the Basic Science Research Programs (2019R1A4A1029000, 2019R1A6A3A01097279, 2018R1D1A1B07051154, and 2019R1A2C1086258) through the National Research Foundation of Korea funded by the Ministry of Science and ICT and by a National Cancer Center grant (NCC-2010250).
Author contributions
S.-G. Han, Y.G. Yu, W.-K. Lee, Y.-J. Kim, and S.T. Jung conceived the idea. M.-S. Ju, H.-M. Ahn, S.-G. Han, S. Ko, J.-H. Na, M. Jo, C.S. Lim, B.J. Ko, and W.-K. Lee conducted the experiments and performed the data analysis. M.-S. Ju. H.-M. Ahn, W.-K. Lee, Y.-J. Kim, and S.T. Jung wrote the manuscript. All authors read and approved the final manuscript.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
These authors contributed equally: Man-Seok Ju, Hye-Mi Ahn, Seong-Gu Han.
Contributor Information
Won-Kyu Lee, Email: gre7@kbiohealth.kr.
Youn-Jae Kim, Email: yjkim@ncc.re.kr.
Sang Taek Jung, Email: sjung@korea.ac.kr.
Supplementary information
The online version contains supplementary material available at 10.1038/s12276-021-00678-9.
References
- 1.Pierce KL, Premont RT, Lefkowitz RJ. Seven-transmembrane receptors. Nat. Rev. Mol. Cell Biol. 2002;3:639–650. doi: 10.1038/nrm908. [DOI] [PubMed] [Google Scholar]
- 2.Rosenbaum DM, Rasmussen SGF, Kobilka BK. The structure and function of G-protein-coupled receptors. Nature. 2009;459:356–363. doi: 10.1038/nature08144. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Sriram K, Insel PA. GPCRs as targets for approved drugs: how many targets and how many drugs? Mol. Pharmacol. 2018;93:251–258. doi: 10.1124/mol.117.111062. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Hauser AS, Attwood MM, Rask-Andersen M, Schiöth HB, Gloriam DE. Trends in GPCR drug discovery: new agents, targets and indications. Nat. Rev. Drug Discov. 2017;16:829–842. doi: 10.1038/nrd.2017.178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Masaki T. Possible role of endothelin in endothelial regulation of vascular tone. Annu. Rev. Pharmacol. Toxicol. 1995;35:235–255. doi: 10.1146/annurev.pa.35.040195.001315. [DOI] [PubMed] [Google Scholar]
- 6.Davenport AP, et al. Endothelin. Pharmacol. Rev. 2016;68:357–418. doi: 10.1124/pr.115.011833. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Takigawa M, et al. Molecular-identification of guanine-nucleotide-binding regulatory proteins which couple to endothelin receptors. Eur. J. Biochem. 1995;228:102–108. doi: 10.1111/j.1432-1033.1995.tb20236.x. [DOI] [PubMed] [Google Scholar]
- 8.Shraga-Levine Z, Sokolovsky M. Functional coupling of G proteins to endothelin receptors is ligand and receptor subtype specific. Cell. Mol. Neurobiol. 2000;20:305–317. doi: 10.1023/A:1007010125316. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Cramer H, et al. Coupling of endothelin receptors to the ERK/MAP kinase pathway—roles of palmitoylation and G alpha(q) Eur. J. Biochem. 2001;268:5449–5459. doi: 10.1046/j.0014-2956.2001.02486.x. [DOI] [PubMed] [Google Scholar]
- 10.Khimji A-K, Rockey DC. Endothelin—biology and disease. Cell. Signal. 2010;22:1615–1625. doi: 10.1016/j.cellsig.2010.05.002. [DOI] [PubMed] [Google Scholar]
- 11.Ivey ME, Osman N, Little PJ. Endothelin-1 signalling in vascular smooth muscle: pathways controlling cellular functions associated with atherosclerosis. Atherosclerosis. 2008;199:237–247. doi: 10.1016/j.atherosclerosis.2008.03.006. [DOI] [PubMed] [Google Scholar]
- 12.Bagnato A, Loizidou M, Pflug B, Curwen J, Growcott J. Role of the endothelin axis and its antagonists in the treatment of cancer. Br. J. Pharmacol. 2011;163:220–233. doi: 10.1111/j.1476-5381.2011.01217.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Enevoldsen FC, et al. Endothelin receptor antagonists: status quo and future perspectives for targeted therapy. J. Clin. Med. 2020;9:824. doi: 10.3390/jcm9030824. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Rosanò L, Spinella F, Bagnato A. Endothelin 1 in cancer: biological implications and therapeutic opportunities. Nat. Rev. Cancer. 2013;13:637–651. doi: 10.1038/nrc3546. [DOI] [PubMed] [Google Scholar]
- 15.Deng R, Jin F, Prabhu S, Iyer S. Monoclonal antibodies: what are the pharmacokinetic and pharmacodynamic considerations for drug development? Expert Opin. Drug Metab. Toxicol. 2012;8:141–160. doi: 10.1517/17425255.2012.643868. [DOI] [PubMed] [Google Scholar]
- 16.Zhao L, Shang EY, Sahajwalla CG. Application of pharmacokinetics pharmacodynamics/clinical response modeling and simulation for biologics drug development. J. Pharm. Sci. 2012;101:4367–4382. doi: 10.1002/jps.23330. [DOI] [PubMed] [Google Scholar]
- 17.Ju M-S, Jung ST. Antigen design for successful isolation of highly challenging therapeutic anti-GPCR antibodies. Int. J. Mol. Sci. 2020;21:8240. doi: 10.3390/ijms21218240. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Jo M, Jung ST. Engineering therapeutic antibodies targeting G-protein-coupled receptors. Exp. Mol. Med. 2016;48:e207. doi: 10.1038/emm.2015.105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Gibson DG, et al. Enzymatic assembly of DNA molecules up to several hundred kilobases. Nat. Methods. 2009;6:343–345. doi: 10.1038/nmeth.1318. [DOI] [PubMed] [Google Scholar]
- 20.Lee K, et al. Purification and characterization of recombinant human endothelin receptor type A. Protein Expr. Purif. 2012;84:14–18. doi: 10.1016/j.pep.2012.04.011. [DOI] [PubMed] [Google Scholar]
- 21.Jung ST, et al. Aglycosylated IgG variants expressed in bacteria that selectively bind FcγRI potentiate tumor cell killing by monocyte-dendritic cells. Proc. Natl Acad. Sci. USA. 2010;107:604. doi: 10.1073/pnas.0908590107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Bayburt TH, Grinkova YV, Sligar SG. Self-assembly of discoidal phospholipid bilayer nanoparticles with membrane scaffold proteins. Nano Lett. 2002;2:853–856. doi: 10.1021/nl025623k. [DOI] [Google Scholar]
- 23.Amersdorfer, P. & Marks, J. D. in Basic Methods in Antibody Production and Characterization, 1st edn. (eds Howard, G. C. & Bethell, D. R.) Ch. 10, p. 106–135 (CRC Press, 2000).
- 24.Barbas CF, Kang AS, Lerner RA, Benkovic SJ. Assembly of combinatorial antibody libraries on phage surfaces: the gene III site. Proc. Natl Acad. Sci. USA. 1991;88:7978–7982. doi: 10.1073/pnas.88.18.7978. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Kang H, et al. Molecular analysis of the interaction between the intracellular loops of the human serotonin receptor type 6 (5-HT6) and the α subunit of GS protein. Biochem. Biophys. Res. Commun. 2005;329:684–692. doi: 10.1016/j.bbrc.2005.02.040. [DOI] [PubMed] [Google Scholar]
- 26.Longo, P. A., Kavran, J. M., Kim, M.-S. & Leahy, D. J. in Methods in Enzymology, Vol. 529 (ed. Lorsch, J.) Ch. 18, p. 228–240 (Academic Press, 2013).
- 27.Lauber MA, et al. Rapid preparation of released N-glycans for HILIC analysis using a labeling reagent that facilitates sensitive fluorescence and ESI-MS detection. Anal. Chem. 2015;87:5401–5409. doi: 10.1021/acs.analchem.5b00758. [DOI] [PubMed] [Google Scholar]
- 28.Lim MS, et al. Validation of Rapi-Fluor method for glycan profiling and application to commercial antibody drugs. Talanta. 2019;198:105–110. doi: 10.1016/j.talanta.2019.01.093. [DOI] [PubMed] [Google Scholar]
- 29.Park S-J, et al. Lysophosphatidylethanolamine utilizes LPA1 and CD97 in MDA-MB- 231 breast cancer cells. Cell. Signal. 2013;25:2147–2154. doi: 10.1016/j.cellsig.2013.07.001. [DOI] [PubMed] [Google Scholar]
- 30.Chen R, Weng Z. Docking unbound proteins using shape complementarity, desolvation, and electrostatics. Proteins. 2002;47:281–294. doi: 10.1002/prot.10092. [DOI] [PubMed] [Google Scholar]
- 31.Tucker J, Grisshammer R. Purification of a rat neurotensin receptor expressed in Escherichia coli. Biochem. J. 1996;317:891–899. doi: 10.1042/bj3170891. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Giudicelli V, Chaume D, Lefranc M-P. IMGT/GENE-DB: a comprehensive database for human and mouse immunoglobulin and T cell receptor genes. Nucleic Acids Res. 2005;33:D256–D261. doi: 10.1093/nar/gki010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Kroeze WK, et al. PRESTO-Tango as an open-source resource for interrogation of the druggable human GPCRome. Nat. Struct. Mol. Biol. 2015;22:362–369. doi: 10.1038/nsmb.3014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Stevens TL, et al. Arrhythmogenic cardiomyopathy: molecular insights for improved therapeutic design. J. Cardiovasc. Dev. Dis. 2020;7:21. doi: 10.3390/jcdd7020021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Hoosein MM, et al. Altered endothelin receptor subtypes in colorectal cancer. Eur. J. Gastroenterol. Hepatol. 2007;19:775–782. doi: 10.1097/MEG.0b013e3282c563de. [DOI] [PubMed] [Google Scholar]
- 36.Setia S, Nehru B, Sanyal SN. Upregulation of MAPK/Erk and PI3K/Akt pathways in ulcerative colitis-associated colon cancer. Biomed. Pharmacother. 2014;68:1023–1029. doi: 10.1016/j.biopha.2014.09.006. [DOI] [PubMed] [Google Scholar]
- 37.Zhou G, Yang J, Song P. Correlation of ERK/MAPK signaling pathway with proliferation and apoptosis of colon cancer cells. Oncol. Lett. 2019;17:2266–2270. doi: 10.3892/ol.2018.9857. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Shihoya W, et al. Activation mechanism of endothelin ETB receptor by endothelin-1. Nature. 2016;537:363–368. doi: 10.1038/nature19319. [DOI] [PubMed] [Google Scholar]
- 39.Rouck JE, Krapf JE, Roy J, Huff HC, Das A. Recent advances in nanodisc technology for membrane protein studies (2012-2017) FEBS Lett. 2017;591:2057–2088. doi: 10.1002/1873-3468.12706. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Cai Y, et al. Purification of family B G protein-coupled receptors using nanodiscs: application to human glucagon-like peptide-1 receptor. PLoS ONE. 2017;12:e0179568. doi: 10.1371/journal.pone.0179568. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Galié N, Manes A, Branzi A. The endothelin system in pulmonary arterial hypertension. Cardiovasc. Res. 2004;61:227–237. doi: 10.1016/j.cardiores.2003.11.026. [DOI] [PubMed] [Google Scholar]
- 42.Maguire JJ, Davenport AP. Endothelin receptors and their antagonists. Semin. Nephrol. 2015;35:125–136. doi: 10.1016/j.semnephrol.2015.02.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Kappes L, et al. Ambrisentan, an endothelin receptor type A-selective antagonist, inhibits cancer cell migration, invasion, and metastasis. Sci. Rep. 2020;10:15931. doi: 10.1038/s41598-020-72960-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Hurwitz H, et al. Bevacizumab plus irinotecan, fluorouracil, and leucovorin for metastatic colorectal cancer. N. Engl. J. Med. 2004;350:2335–2342. doi: 10.1056/NEJMoa032691. [DOI] [PubMed] [Google Scholar]
- 45.Cutsem EV, et al. Cetuximab plus irinotecan, fluorouracil, and leucovorin as first-line treatment for metastatic colorectal cancer: updated analysis of overall survival according to tumor KRAS and BRAF mutation status. J. Clin. Oncol. 2011;29:2011–2019. doi: 10.1200/JCO.2010.33.5091. [DOI] [PubMed] [Google Scholar]
- 46.Mezquita B, et al. LoVo colon cancer cells resistant to oxaliplatin overexpress c-MET and VEGFR-1 and respond to VEGF with dephosphorylation of c-MET. Mol. Carcinog. 2016;55:411–419. doi: 10.1002/mc.22289. [DOI] [PubMed] [Google Scholar]
- 47.Pineda, E. et al. Dynamic soluble changes in sVEGFR1, HGF, and VEGF promote chemotherapy and bevacizumab resistance: a prospective translational study in the BECOX (GEMCAD 09-01) trial. Tumour Biol. 10.1177/1010428317705509 (2017). [DOI] [PubMed]
- 48.Lièvre A, et al. KRAS mutation status is predictive of response to cetuximab therapy in colorectal cancer. Cancer Res. 2006;66:3992–3995. doi: 10.1158/0008-5472.CAN-06-0191. [DOI] [PubMed] [Google Scholar]
- 49.Fischer OM, Giordano S, Comoglio PM, Ullrich A. Reactive oxygen species mediate Met receptor transactivation by G protein-coupled receptors and the epidermal growth factor receptor in human carcinoma cells. J. Biol. Chem. 2004;279:28970–28978. doi: 10.1074/jbc.M402508200. [DOI] [PubMed] [Google Scholar]
- 50.Daub H, Weiss FU, Wallasch C, Ullrich A. Role of transactivation of the EGF receptor in signalling by G-protein-coupled receptors. Nature. 1996;379:557–560. doi: 10.1038/379557a0. [DOI] [PubMed] [Google Scholar]
- 51.Bagnato A, Spinella F, Rosanò L. The endothelin axis in cancer: the promise and the challenges of molecularly targeted therapy. Can. J. Physiol. Pharmacol. 2008;86:473–484. doi: 10.1139/Y08-058. [DOI] [PubMed] [Google Scholar]
- 52.Vacca F, Bagnato A, Catt KJ, Tecce R. Transactivation of the epidermal growth factor receptor in endothelin-1-induced mitogenic signaling in human ovarian carcinoma cells. Cancer Res. 2000;60:5310–5317. [PubMed] [Google Scholar]
- 53.Teoh J-P, et al. Endothelin-1/endothelin A receptor-mediated biased signaling is a new player in modulating human ovarian cancer cell tumorigenesis. Cell. Signal. 2014;26:2885–2895. doi: 10.1016/j.cellsig.2014.08.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Clozel M. Endothelin receptor antagonists: current status and perspectives. J. Cardiovasc. Pharmacol. 2000;35:S65–S68. doi: 10.1097/00005344-200000002-00015. [DOI] [PubMed] [Google Scholar]
- 55.Rosanò L, et al. Combined targeting of endothelin A receptor and epidermal growth factor receptor in ovarian cancer shows enhanced antitumor activity. Cancer Res. 2007;67:6351–6359. doi: 10.1158/0008-5472.CAN-07-0883. [DOI] [PubMed] [Google Scholar]
- 56.Bhargava S, et al. Selective inhibition of endothelin receptor A as an anti-angiogenic and anti-proliferative strategy for human pancreatic cancer. J. Gastrointest. Surg. 2005;9:703–709. doi: 10.1016/j.gassur.2004.11.007. [DOI] [PubMed] [Google Scholar]
- 57.Mésange P, et al. Combinations of bevacizumab and erlotinib show activity in colorectal cancer independent of RAS status. Clin. Cancer Res. 2018;24:2548–2558. doi: 10.1158/1078-0432.CCR-17-3187. [DOI] [PubMed] [Google Scholar]
- 58.Okano M, et al. Significance of INHBA expression in human colorectal cancer. Oncol. Rep. 2013;30:2903–2908. doi: 10.3892/or.2013.2761. [DOI] [PubMed] [Google Scholar]
- 59.Rosenbaum DM, et al. GPCR engineering yields high-resolution structural insights into beta2-adrenergic receptor function. Science. 2007;318:1266–1273. doi: 10.1126/science.1150609. [DOI] [PubMed] [Google Scholar]
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