Literature DB >> 34294008

Strained contacts with the cell membrane may influence ligand affinity to G protein coupled receptors: a case of free fatty acid receptor 1 agonists.

Alexey Lukin1, Anna Bakholdina1, Mikhail Chudinov1, Oleksandra Onopchenko2, Elena Zhuravel2, Sergey Zozulya2,3, Maxim Gureev4, Mikhail Krasavin5.   

Abstract

A set of 1,3,4-thiadiazole-2-carboxamides bearing a substituted biphenyl in the amide portion was synthesised and tested for agonistic activity towards free fatty acid receptor 1 (FFA1). The observed activity trends were impossible to rationalised based solely on the docking energy scores of Glide SP. On the contrary, when the phospholipid cell membrane bilayer was reconstructed around FFA1, it became apparent that inactive compounds displayed significant strained contacts with the membrane while for active compounds the strain was noticeably lower. These findings justify using the improved docking protocol for modelling GPCR-ligand interactions which uses the crystal structure of the receptor and a reconstructed portion of a cell membrane.

Entities:  

Keywords:  G protein-coupled receptor; docking score; free fatty acid receptor 1 agonist; phospholipid cell membrane bilayer; strained ligand interactions with cell membrane

Year:  2021        PMID: 34294008      PMCID: PMC8317940          DOI: 10.1080/14756366.2021.1955874

Source DB:  PubMed          Journal:  J Enzyme Inhib Med Chem        ISSN: 1475-6366            Impact factor:   5.051


Introduction

Small molecule agents that act as agonists for free fatty acid receptor 1 (FFA1, referred to as GPR40 before it was de-orphaned in 2003) is a promising class of drugs to treat type 2 diabetes mellitus (T2DM) which holds no risk of causing the development of hypoglycaemia. Under normal glycaemia, expression of FFA1 (mostly in the islets of Langehans of the pancreas) is low. Once the levels of glucose go up, for example, in the diabetic state, so do the expression levels of FFA1. Administration of agonists at this point was shown to lower the levels of glucose and, consequently, leads to internalisation and downregulation of FFA1. Therefore, the decade between 2003 and 2013 was marked by intensified research efforts aimed at bringing FFA1 into the clinic for the treatment of T2DM. Unfortunately, the frontrunner clinical candidate, first-in-class agent fasiglifam (TAK-875) developed by Takeda was discontinued in phase III clinical trials due to idiosyncratic liver toxicity notes in large patient populations. This dramatic setback caused the majority of Takeda’s competition to exit the field. At the time of writing this manuscript no clinical studies of agents acting as FFA1 agonists were underway. However, the efficacy results obtained in the course of TAK-875 phase II study provided a solid proof-of-principle for the new therapeutic approach. Hence, putting new agents from various chemical classes in FFA1 agonist development pipeline – focussing on overcoming the liver toxicity – is a worthy undertaking. Earlier, we reported on the discovery of novel FFA1 agonists based on 1,3,4-thiadiazole-2-carboxamide scaffold. Out of this series, 4-(3-methyl)phenyl anilide 1 emerged as a potent (FFA1 EC50 0.76 µM) lead with high stability in plasma and in the presence of liver microsomes. Encouraged by this result, we proceeded to explore other substituted biphenyls in the carboxamide portion of the lead series and synthesised a number of new derivatives 2 belonging to this class (Figure 1).
Figure 1.

Structure of TAK-875, the earlier reported 1,3,4-thiadiazole-2-carboxamide lead molecule 1 and the general structure of biphenyl analogs 2 explored in this work.

Structure of TAK-875, the earlier reported 1,3,4-thiadiazole-2-carboxamide lead molecule 1 and the general structure of biphenyl analogs 2 explored in this work. Unfortunately, evaluation of agonistic potency of the newly synthesised compounds 2 revealed a disappointingly “flat” structure-activity relationships (SAR) profile and no breaking into the nanomolar activity range. Moreover, some of the drastic differences in the activity of structurally related analogs appeared inexplicable based on the general understanding of the small molecule binding to its protein target: small changes in the substitution pattern cause the activity towards FFA1 to be completely lost (vide infra). Hence, we set off to rationalise the observed potency trends by factors other than sheer affinity to the receptor. Mindful of the fact that FFA1 is a G-protein coupled receptors integrated into the phospholipid cell membrane bilayer in a heptahelical transmembrane architecture, we hypothesised that looking at the interaction of small molecule ligands with the entire protein-phospholipid membrane complex may provide a deeper understanding of what structural factors govern the affinity and functional potency of FFA1 agonists. Indeed, similarly to the cell membrane’s role in inducing an active conformation of certain GPCRs, favourable or unfavourable (strained) interactions of GPCR ligands with the cell membrane may influence the observed functional response of the receptor to small-molecule modulation. Herein, we summarise our preliminary findings which support this hypothesis.

Materials and methods

Chemical syntheses – general

All reactions were conducted in oven-dried glassware in the atmosphere of nitrogen. Melting points were measured with a Buchi В-520 melting point apparatus and were not corrected. Analytical thin-layer chromatography was carried out on Silufol UV-254 silica gel plates using appropriate mixtures of ethyl acetate and hexane. Compounds were visualised with short-wavelength UV light. 1H NMR and 13C NMR spectra were recorded on Bruker MSL-300 spectrometers in DMSO-d6 using TMS as an internal standard. Mass spectra were recorded using Shimadzu LCMS-2020 system with electron-spray (ESI) ionisation. All and reagents and solvents were obtained from commercial sources and used without purification.

General procedure 1: preparation of compounds 3a–h (exemplified for compound 3a)

To chloroacetyl chloride (4.1 mmol, 0.47 g) in anhydrous toluene (30 ml) 4′-chlorobiphenyl-3-amine (3.9 mmol, 0.80 g) was added with stirring. The reaction mixture was heated at reflux for 2 h. The progress of the reaction was monitored using thin-layer chromatography and 30% ethyl acetate in petroleum ether as eluent. The reaction mixture was cooled to room temperature and left without stirring until the formation of the precipitate was complete. The resulting precipitate was filtered off and the filtrate was concentrated in vacuo. To finely ground sulphur (7.9 mmol, 0.25 g), suspended in N,N-dimethylformamide (5.0 ml), was added triethylamine (7.9 mmol, 1.10 ml) and morpholine (5.3 mmol, 0.46 ml). After 15 min stirring at room temperature, the residue obtained in the first chemical operation was added and the mixture was stirred at room temperature for 3 h. The progress of the reaction was monitored using thin-layer chromatography and 1% methanol in chloroform as eluent. The reaction mixture was poured into water. The resulting precipitate was filtered off, 20 ml of acetone was added to the resulting precipitate, and undissolved excess sulphur was filtered off. The organic phase was separated, dried over anhydrous sodium sulphate, filtered, and concentrated in vacuo. The residue was taken up in N,N-dimethylformamide (5 ml), and treated with hydazine hydrate (4.1 µmol, 2.00 ml). The progress of the reaction was monitored using thin-layer chromatography and 1% methanol in chloroform as eluent. 100 ml of water was added to the reaction mixture and the resulting solution was acidified with 5% hydrochloric acid solution to pH = 5. The precipitate formed was filtered off and the filtrate was collected and concentrated in vacuo. The product was obtained by crystallisation of the residue from diethyl ether.

N-(4′-Chlorobiphenyl-3-yl)-2-hydrazino-2-thioxoacetamide (3a)

Yield 0.37 g (31%), m.p. 188–189°С. 1H NMR (300 MHz, DMSO) δ 10.34 (s, 1H), 8.07 (br.s, 1H), 7.88–7.80 (m, 1H), 7.69 (d, J = 8.5 Hz, 2H), 7.59–7.43 (m, 4H); 13C NMR (75 MHz, DMSO) δ 167.3, 158.1, 139.4, 138.6, 138.2, 132.6, 129.6, 129.0, 128.5, 122.8, 119.4, 118.5.

N-(4′-Chlorobiphenyl-4-yl)-2-hydrazino-2-thioxoacetamide (3b)

Yield 0.37 g (31%), m.p. 215–216°С. 1H NMR (300 MHz, DMSO) δ 10.33 (br.s, 1H), 7.87 (d, J = 8.6 Hz, 2H), 7.75–7.65 (m, 4H), 7.50 (d, J = 8.5 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 167.4, 158.0, 138.3, 137.3, 134.8, 132.1, 128.9, 128.2, 127.0, 120.6.

2-Hydrazino-2-thioxo-N-[4′-(trifluoromethoxy)biphenyl-3-yl]acetamide (3c)

Yield 0.37 g (33%), m.p. 162–163°С. 1H NMR (300 MHz, DMSO) δ 10.34 (s, 1H), 8.10–8.06 (m, 1H), 7.88–7.83 (m, 1H), 7.81–7.76 (m, 2H), 7.49–7.44 (m, 4H); 13C NMR (75 MHz, DMSO) δ 167.4, 158.1, 148.0 (q, J = 1.7 Hz), 139.3, 139.1, 138.1, 129.6, 128.6, 123.0, 121.4, 120.1 (q, J = 256.4 Hz), 119.5, 118.7.

2-Hydrazino-N-(4′-methoxybiphenyl-4-yl)-2-thioxoacetamide (3d)

Yield 0.38 g (31%), m.p. 205–206°С. 1H NMR (300 MHz, DMSO) δ 10.11 (br.s, J = 33.4 Hz, 1H), 7.65 (d, J = 8.5 Hz, 2H), 7.56–7.35 (m, 4H), 6.84 (d, J = 8.5 Hz, 2H), 3.62 (br.s, 3H); 13C NMR (75 MHz, DMSO) δ 167.5, 158.8, 158.7, 136.3, 136.0, 131.9, 127.5, 126.5, 120.6, 114.4, 55.2.

2-Hydrazino-2-thioxo-N-[3′-(trifluoromethyl)biphenyl-4-yl]acetamide (3e)

Yield 0.40 g (30%), m.p. 146–147°С. 1H NMR (300 MHz, DMSO) δ 10.36 (br.s, 1H), 8.02–7.96 (m, 2H), 7.91 (d, J = 8.7 Hz, 2H), 7.78 (d, J = 8.7 Hz, 2H), 7.72–7.67 (m, 2H); 13C NMR (75 MHz, DMSO) δ 167.6, 158.1, 140.5, 137.6, 134.5, 130.4, 130.1, 129.8 (q, J = 31.6 Hz), 127.4, 124.2 (q, J = 272.4 Hz), 123.8 (q, J = 3.6 Hz), 122.7 (q, J = 3.9 Hz), 120.6.

2-Hydrazino-2-thioxo-N-[3′-(trifluoromethyl)biphenyl-3-yl]acetamide (3f)

Yield 0.39 g (29%), m.p. 159–160°С. 1H NMR (300 MHz, DMSO) δ 10.37 (br.s, 1H), 8.15 (br.s, 1H), 8.04–7.88 (m, 3H), 7.78–7.67 (m, 2H), 7.58–7.46 (m, 2H); 13C NMR (75 MHz, DMSO) δ 167.2, 158.2, 140.8, 139.1, 138.3, 130.9, 130.3, 129.9 (q, J = 31.6 Hz), 129.8, 124.4 (q, J = 3.7 Hz), 124.3 (q, J = 272.5 Hz), 123.2 (d, J = 3.7 Hz), 123.2, 119.9, 118.9.

2-Hydrazino-N-(3′-methoxybiphenyl-4-yl)-2-thioxoacetamide (3g)

Yield 0.72 g (54%), m.p. 131–131.5°С. 1H NMR (300 MHz, DMSO) δ 10.31 (br.s, 1H), 7.86 (d, J = 8.6 Hz, 2H), 7.74–7.60 (m, 3H), 7.41–7.30 (m, 1H), 7.28–7.14 (m, 3H), 6.95–6.87 (m, 1H), 3.82 (s, 3H); 13C NMR (75 MHz, DMSO) δ 167.2, 160.2, 158.4, 141.4, 137.0 (q, J = 72.4 Hz), 130.5, 127.6, 120.9, 120.1, 119.2, 113.4, 112.3, 112.2, 30.0.

2-Hydrazino-N-(4′-methylbiphenyl-3-yl)-2-thioxoacetamide (3h)

Yield 0.73 g (58%), m.p. 154–155°С. 1H NMR (300 MHz, DMSO) δ 10.30 (br.s, 1H), 8.04 (br.s, 1H), 7.80–7.74 (m, 1H), 7.57 (d, J = 8.1 Hz, 2H), 7.45–7.40 (m, 2H), 7.28 (d, J = 8.0 Hz, 2H), 2.35 (s, 3H); 13C NMR (75 MHz, DMSO) δ 167.4, 158.1, 140.7, 138.1, 137.1, 136.9, 129.6, 129.4, 126.5, 122.6, 118.8, 118.3, 20.7.

General procedure 2: preparation of compounds 3a–h (exemplified for compound 2a)

To N-(4′-chlorobiphenyl-3-yl)-2-hydrazine-2-thioxoacetamide (3a) (0.4 mmol, 0.12 g) was added succinic anhydride (0.5 mmol, 0.05 g) and acetic acid (4.0 µmol, 2.40 ml). The reaction mixture was heated at a temperature of 100 °C for 5 h. The progress of the reaction was monitored using thin-layer chromatography and 2% methanol in chloroform as eluent. The reaction mixture was cooled to room temperature and added water (40 ml). The formed precipitate was filtered and dried in vacuo.

3-(5-{[(4′-Chlorobiphenyl-3-yl)amino]carbonyl}-1,3,4-thiadiazol-2-yl)propanoic acid (2a, LK01373)

Yield 0.17 g (91%), m.p. 186–187°С. 1H NMR (300 MHz, DMSO) δ 11.20 (s, 1H), 8.18–8.16 (m, 1H), 7.89–7.83 (m, 1H), 7.70–7.65 (m, 2H), 7.58–7.52 (m, 2H), 7.49–7.46 (m, 2H), 3.39 (t, J = 7.0 Hz, 2H), 2.83 (t, J = 7.0 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 174.0, 173.2, 165.9, 156.6, 139.5, 138.8, 138.5, 132.7, 129.7, 129.2, 128.6, 123.1, 120.3, 119.2, 32.8, 25.4; HRMS (ESI) m/z calcd. for С18H14ClN2NaO3S [M + Na+] 410.0342 Da, found 410.0337 ± 0.0020 Da.

3-(5-{[(4′-Chlorobiphenyl-4-yl)amino]carbonyl}-1,3,4-thiadiazol-2-yl)propanoic acid (2b, LK01274)

The title compound was synthesised analogously to 2a using N-(4′-chlorobiphenyl-4-yl)-2-hydrazino-2-thioxoacetamide (3b). Yield 0.17 g (90%), m.p. 249–249.5°С. 1H NMR (300 MHz, DMSO) δ 11.24 (s, 1H), 7.97–7.92 (m, 2H), 7.74–7.68 (m, 4H), 7.53–7.48 (m, 2H), 3.39 (t, J = 7.0 Hz, 2H), 2.83 (t, J = 7.0 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 173.6, 172.7, 165.6, 156.3, 138.3, 137.4, 134.9, 132.2, 128.8, 128.1, 126.8, 121.1, 32.7, 25.2; HRMS (ESI) m/z calcd. for С18H15ClN3O3S [M + H+] 388.0523 Da, found 388.0471 ± 0.0020 Da.

3-[5-({[4′-(Trifluoromethoxy)biphenyl-3-yl]amino}carbonyl)-1,3,4-thiadiazol-2-yl]propanoic acid (2c, LK01375)

The title compound was synthesised analogously to 2a using 2-hydrazino-2-thioxo-N-[4′-(trifluoromethoxy)biphenyl-3-yl]acetamide (3c). Yield 0.17 g (92%), m.p. 196–197°С. 1H NMR (300 MHz, DMSO) δ 11.22 (s, 1H), 8.19–8.17 (m, 1H), 7.90–7.85 (m, 1H), 7.79–7.75 (m, 2H), 7.51–7.47 (m, 4H), 3.39 (t, J = 7.0 Hz, 2H), 2.83 (t, J = 7.0 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 173.9, 173.1, 165.9, 156.6, 148.1, 139.4, 139.3, 138.4, 129.7, 128.7, 123.2, 121.7, 120.3, 120.2 (q, J = 256.9 Hz), 119.3, 32.8, 25.4; HRMS (ESI) m/z calcd. for С19H15F3N3O4S [M + H+] 438.0735 Da, found 438.0730 ± 0.0020 Da.

3-(5-{[(4′-Methoxybiphenyl-4-yl)amino]carbonyl}-1,3,4-thiadiazol-2-yl)propanoic acid (2d, LK01379)

The title compound was synthesised analogously to 2a using 2-hydrazino-N-(4′-methoxybiphenyl-4-yl)-2-thioxoacetamide (3d). Yield 0.19 g (86%), m.p. 155–156°С. 1H NMR (300 MHz, DMSO) δ 12.39 (br.s, 1H), 11.14 (s, 1H), 7.90 (d, J = 8.6 Hz, 2H), 7.65–7.59 (m, 4H), 7.02 (d, J = 8.6 Hz, 2H), 3.80 (s, 3H), 3.40 (t, J = 6.9 Hz, 2H), 2.83 (t, J = 6.9 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 173.7, 173.1, 166.0, 158.8, 156.3, 136.6, 136.1, 132.0, 127.6, 126.4, 121.2, 114.4, 55.22, 32.8, 25.3; HRMS (ESI) m/z calcd. for С19H19N3O4S [M + H+] 384.1018 Da, found 384.1013 ± 0.0020 Da.

3-[5-({[3′-(Trifluoromethyl)biphenyl-4-yl]amino}carbonyl)-1,3,4-thiadiazol-2-yl]propanoic acid (2e, LK01380)

The title compound was synthesised analogously to 2a using 2-hydrazino-2-thioxo-N-[3′-(trifluoromethyl)biphenyl-4-yl]acetamide (3e). Yield 0.18 g (84%), m.p. 209–210°С. 1H NMR (300 MHz, DMSO) δ 11.23 (s, 1H), 8.03–7.96 (m, 4H), 7.79 (d, J = 8.8 Hz, 2H), 7.72–7.68 (m, 2H), 3.40 (t, J = 6.9 Hz, 2H), 2.83 (t, J = 6.9 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 173.8, 173.1, 165.8, 156.5, 140.6, 138.0, 134.6, 130.6, 130.1, 129.9 (q, J = 31.6 Hz), 127.4, 124.3 (q, J = 272.5 Hz), 123.9 (d, J = 3.4 Hz), 122.8 (q, J = 3.8 Hz), 121.2, 32.8, 25.3; HRMS (ESI) m/z calcd. for С19H15F3N3O3S [M + H+] 422.0786 Da, found 422.0781 ± 0.0020 Da.

3-[5-({[3′-(Trifluoromethyl)biphenyl-3-yl]amino}carbonyl)-1,3,4-thiadiazol-2-yl]propanoic acid (2f, LK01381)

The title compound was synthesised analogously to 2a using 2-hydrazino-2-thioxo-N-[3′-(trifluoromethyl)biphenyl-3-yl]acetamide (3f). Yield 0.15 g (93%), m.p. 159–160°С. 1H NMR (300 MHz, DMSO) δ 12.24 (br.s, 1H), 11.06 (s, 1H), 8.23–8.19 (m, 1H), 8.01–7.92 (m, 3H), 7.77–7.72 (m, 2H), 7.58–7.48 (m, 2H), 3.41 (t, J = 7.0 Hz, 2H), 2.84 (t, J = 7.0 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 173.9, 173.0, 165.8, 156.5, 140.9, 139.0, 138.5, 130.8, 130.3, 129.9 (q, J = 31.6 Hz), 129.7, 124.4 (q, J = 3.6 Hz), 124.3 (q, J = 272.4 Hz), 123.2, 123.0 (q, J = 3.8 Hz), 120.5, 119.3, 32.8, 25.3; HRMS (ESI) m/z calcd. for С19H15F3N3O3S [M + H+] 422.0786 Da, found 422.0781 ± 0.0020 Da.

3-(5-{[(3′-Methoxybiphenyl-4-yl)amino]carbonyl}-1,3,4-thiadiazol-2-yl)propanoic acid (2g, LK01384)

The title compound was synthesised analogously to 2a using 2-hydrazino-N-(3′-methoxybiphenyl-4-yl)-2-thioxoacetamide (3g). Yield 0.13 g (76%), m.p. 204–204.5°С. 1H NMR (300 MHz, DMSO) δ 11.19 (s, 1H), 7.93 (d, J = 8.6 Hz, 2H), 7.70 (d, J = 8.7 Hz, 2H), 7.37 (t, J = 7.8 Hz, 1H), 7.26–7.19 (m, 2H), 6.94–6.90 (m, 1H), 3.83 (s, 3H), 3.40 (t, J = 7.0 Hz, 2H), 2.83 (t, J = 7.0 Hz, 2H); 13C NMR (75 MHz, DMSO) δ 173.9, 173.2, 166.0, 159.9, 156.5, 141.1, 137.4, 136.3, 130.2, 127.2, 121.2, 118.9, 113.0, 112.0, 55.2, 32.8, 25.4; HRMS (ESI) m/z calcd. for С19H17N3NaO4S [M + Na+] 406.0837 Da, found 406.0832 ± 0.0020 Da.

3-(5-{[(4′-Methylbiphenyl-3-yl)amino]carbonyl}-1,3,4-thiadiazol-2-yl)propanoic acid (2h, LK01397)

The title compound was synthesised analogously to 2a using 2-hydrazino-N-(4′-methylbiphenyl-3-yl)-2-thioxoacetamide (3h). Yield 0.11 g (77%), m.p. 192–193°С. 1H NMR (300 MHz, DMSO) δ 11.17 (s, 1H), 8.16–8.13 (m, 1H), 7.85–7.80 (m, 1H), 7.56–7.53 (m, 2H), 7.46–7.43 (m, 2H), 7.30 (d, J = 7.9 Hz, 2H), 3.39 (t, J = 7.0 Hz, 2H), 2.81 (t, J = 7.0 Hz, 2H), 2.35 (s, 3H); 13C NMR (75 MHz, DMSO) δ 174.0, 172.9, 165.8, 156.4, 140.6, 138.2, 137.0, 134.7, 129.6, 129.3, 126.4, 122.7, 119.5, 118.9, 33.2, 25.5, 20.6; HRMS (ESI) m/z calcd. for С19H18N3O3S [M + H+] 368.1069 Da, found 368.1063 ± 0.0020 Da.

In vitro FFA1 activation assay

CHO cells stably expressing human FFA1 (stable CHO-GPR40 line created at Enamine Ltd.) were seeded (12,500 cells/well) into 384-well black-wall, clear-bottom microtiter plates 24 h prior to assay. Cells were loaded for 1 h with fluorescent calcium dye (Fluo-8 Calcium Assay kit, Abcam, ab112129) and tested using fluorometric imaging plate reader (FLIPR Tetra® High Throughput Cellular Screening System, Molecular Devices Corp.). The maximum change in fluorescence over the base line was used to determine agonist response. A potent and selective agonist for FFA1 GW9508 (Selleckchem, S8014) was tested with the test compounds as a positive control. Concentration-response curve data were fitted using Molecular Devices ScreenWorks® System Control Software (Molecular Devices).

In silico studies

Protein structure preparation

The structure of FFA1 (GPR40) was obtained from RCSB Protein Data Bank (4PHU) and prepared for in silico modelling using Protein Prepwizard. Incorrectly defined chemical bonds were corrected, missing amino acid side chains were reconstructed, crystal water was removed, the hydrogen bond network was optimised, and limited minimisation of the model was performed. The protein model was supplemented with a structure of the lipid cell membrane bilayer assembled from phosphatidyl ethanolamine (POPE) The membrane was positioned relative to the protein-based on the information from the library of transmembrane proteins OPM. The following transmembrane segment information was used: 1 (5–28), 2 (43–67), 3 (76–102), 4 (123–144), 5 (179–204), 6 (2223–2249), 7 (2257–2276). The membrane structure was generated using the toolbox of the Schrödinger Suite 2020–4.

Small molecule preparation

The three-dimensional coordinates of all small molecules were generated in the OPLS3e force field using the LigPrep module of the Schrödinger Suite 2020–4, aiming at the lowest energy conformations taking into account stereoisomerism (if applicable) and tautomerism (if it exists).

Docking procedure

The compounds were docked into the active site of FFA1 (GPR40) using the Glide module, in the standard precision mode (SP). The area for docking was defined based on the positioning of the ligand in the crystal structure (4PHU). For each compound, up to 20 docking poses were generated. The best poses were selected based on the optimal reproduction of the native ligand binding by the ligand in question as well as based on the clustering of the docking solutions (RMSD ≤ 2.2 Å within each cluster).

Strain analysis in the ligand–protein complex

For the resulting ligand–protein complexes, free energy (ΔG) components were calculated using MM-GBSA method. The most important parameter in the context of this work – strain energy of the ligand–protein complexes (ΔGstrain, kcal/mol). The calculations took into account the presence of solvent (water).

Results and discussion

Chemistry

The starting thiohydrazides 3a–h were synthesised in three chemical operations from substituted biphenylamines. Acylation with chloroacetyl chloride followed by Willgerodt–Kindler-type reaction and treatment with hydrazine hydrate furnished the desired thiohydrazides 3a–h in moderate to good yield over three steps (Scheme 1).
Scheme 1.

Synthesis of thiohydrazides 3a–h.

Synthesis of thiohydrazides 3a–h. Thiohydrazides 3a–h thus obtained were converted in good to excellent yield to 1,3,4-thiadiazoles 2a–h on reaction with succinic anhydride in acetic acid performed over 5h at near-reflux temperature (Scheme 2).
Scheme 2.

Synthesis of 1,3,4-thiadiazoles 2a–h.

Synthesis of 1,3,4-thiadiazoles 2a–h.

Biological evaluation

1,3,4-thiadiazoles 2a–h synthesised as described before were tested for their ability to activate FFA1 using calcium flux assay employing Chinese hamster ovary (CHO) cells engineered to stably express human FFA1. All compounds were first tested at 5 µM concentration to establish % FFA1 activation relative to commercially available reference FFA1 agonist GW9508. Compounds displaying >50% FFA1 activation at that concentration relative to GW9508 were then tested in a concentration-response mode in order to calculate EC50 values. These data are summarised in Table 1.
Table 1.

Agonistic potency of compounds 2a–h against FFA1.

CompoundCode% FFA1 activation at 5 µM (relative to GW9508)EC50, µM
2aLK01373861.32
2bLK0137423ND
2cLK01375671.25
2dLK0137915ND
2eLK01380601.86
2fLK0138143ND
2gLK01384661.35
2hLK0139719ND

ND: not determined; GW9508 EC50 0.047 µM.

Agonistic potency of compounds 2a–h against FFA1. ND: not determined; GW9508 EC50 0.047 µM. As it follows from the data presented in Table 1, the four active FFA1 agonists (2a, 2c, 2e, and 2g) still reside in the low-µM range of potency. Attempts to draw any SAR generalisations were unsuccessful. For example, it was not clear why the difference in activity of structurally close 2a or 2c and 2h was so dramatic. Hence, as stated in the Introduction, we turned our attention to docking these agonists into the crystal structure of FFA1 built in the model of phospholipid cell membrane bilayer in order to determine whether any strained contacts between the compounds tested and the membrane could help rationalise the observed activity trends.

Docking studies

The model of FFA1 built in the phospholipid cell membrane bilayer was constructed as described in Materials and methods (Figure 2).
Figure 2.

Model of FFA1 built in the phospholipid cell membrane bilayer.

Model of FFA1 built in the phospholipid cell membrane bilayer. Docking of the reference structures of potent FFA1 agonists GW9508 and TAK875 revealed that they display either no contacts with the cell membrane (GW9508) or these contacts are not strained (TAK875) (Figure 3).
Figure 3.

Docking of (a) GW9508 and (b) TAK875 into the FFA1-cell membrane model (no contacts for (a) and non-strained contacts (green dotted line) for (b)).

Docking of (a) GW9508 and (b) TAK875 into the FFA1-cell membrane model (no contacts for (a) and non-strained contacts (green dotted line) for (b)). When a similar assessment of ligand contacts with the cell membrane was performed for four active (2a, 2c, 2e, and 2g) and four inactive, albeit structurally related compounds (2b, 2d, 2f, and 2h), it was established that the active cohort displayed little strained or only favourable (i.e. non-strained) contacts with the membrane (Figure 4). At the same time, the inactive cohort displayed numerous strained contacts with the membrane (Figure 5).
Figure 4.

Docking pose of active compounds 2a (LK01373), 2c (LK1375), 2e (LK1380), and 2g (LK01384) displaying little or no strained contacts with the cell membrane.

Figure 5.

Docking pose of active compounds 2b (LK01374), 2d (LK1379), 2f (LK1381), and 2h (LK01397) displaying many strained contacts with the cell membrane.

Docking pose of active compounds 2a (LK01373), 2c (LK1375), 2e (LK1380), and 2g (LK01384) displaying little or no strained contacts with the cell membrane. Docking pose of active compounds 2b (LK01374), 2d (LK1379), 2f (LK1381), and 2h (LK01397) displaying many strained contacts with the cell membrane. The apparent influence of the free energy of strained contacts with the cell membrane (ΔGstrain) – and not the GlideScore obtained by docking compounds into the isolated FFA1 structure (which is not drastically different for the active and inactive cohort) – on the agonistic potency of compounds 2a–h is illustrated by the respective values summarised in Table 2.
Table 2.

GlideScore and ΔGstrain values for compounds 2a–h vs. their activity towards FFA1.

CompoundCode% FFA1 activation relative to GW9508 (5 µM)EC50, µMGlideScoreΔGstrain
2aLK01373861.32−8.482.39
2bLK0137423 −7.0610.51
2cLK01375671.25−8.283.30
2dLK0137915 −6.6910.57
2eLK01380601.86−8.724.54
2fLK0138143 −8.455.98
2gLK01384661.35−8.433.49
2hLK0139719 −7.768.39
GW95081000.047−9.281.01

Bold values signify the most strained energy.

GlideScore and ΔGstrain values for compounds 2a–h vs. their activity towards FFA1. Bold values signify the most strained energy.

Conclusions

We have demonstrated that docking with Glide SP into the available crystal structure of a G protein-coupled receptor and the resulting docking scores can be insufficient to rationalise the observed activity trends. By reconstructing the phospholipid cell membrane bilayer around the free fatty receptor 1 we were able to assess the energy of strained contacts of structurally related ligands with the cell membrane. It was established that while active and inactive compounds did not differ significantly in docking scores, the inactive cohort displayed significant values of unfavourable strain energy which is the likely reason for the observed absence of functional activity of these compounds with respect to the receptor. Detailed experimental procedures for synthesis, complete characterisation data, and copies of 1H and 13C NMR spectra are available online.
  14 in total

1.  Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy.

Authors:  Richard A Friesner; Jay L Banks; Robert B Murphy; Thomas A Halgren; Jasna J Klicic; Daniel T Mainz; Matthew P Repasky; Eric H Knoll; Mee Shelley; Jason K Perry; David E Shaw; Perry Francis; Peter S Shenkin
Journal:  J Med Chem       Date:  2004-03-25       Impact factor: 7.446

2.  Pharmacological regulation of insulin secretion in MIN6 cells through the fatty acid receptor GPR40: identification of agonist and antagonist small molecules.

Authors:  Celia P Briscoe; Andrew J Peat; Stephen C McKeown; David F Corbett; Aaron S Goetz; Thomas R Littleton; David C McCoy; Terry P Kenakin; John L Andrews; Carina Ammala; James A Fornwald; Diane M Ignar; Stephen Jenkinson
Journal:  Br J Pharmacol       Date:  2006-05-15       Impact factor: 8.739

Review 3.  Recent advances in the Willgerodt-Kindler reaction.

Authors:  Daniel L Priebbenow; Carsten Bolm
Journal:  Chem Soc Rev       Date:  2013-06-24       Impact factor: 54.564

Review 4.  GPR40 agonists for the treatment of type 2 diabetes: life after 'TAKing' a hit.

Authors:  A D Mancini; V Poitout
Journal:  Diabetes Obes Metab       Date:  2015-02-24       Impact factor: 6.577

5.  End-Point Binding Free Energy Calculation with MM/PBSA and MM/GBSA: Strategies and Applications in Drug Design.

Authors:  Ercheng Wang; Huiyong Sun; Junmei Wang; Zhe Wang; Hui Liu; John Z H Zhang; Tingjun Hou
Journal:  Chem Rev       Date:  2019-06-24       Impact factor: 60.622

6.  Protein and ligand preparation: parameters, protocols, and influence on virtual screening enrichments.

Authors:  G Madhavi Sastry; Matvey Adzhigirey; Tyler Day; Ramakrishna Annabhimoju; Woody Sherman
Journal:  J Comput Aided Mol Des       Date:  2013-04-12       Impact factor: 3.686

7.  Free fatty acids regulate insulin secretion from pancreatic beta cells through GPR40.

Authors:  Yasuaki Itoh; Yuji Kawamata; Masataka Harada; Makoto Kobayashi; Ryo Fujii; Shoji Fukusumi; Kazuhiro Ogi; Masaki Hosoya; Yasuhiro Tanaka; Hiroshi Uejima; Hideyuki Tanaka; Minoru Maruyama; Rie Satoh; Shoichi Okubo; Hideki Kizawa; Hidetoshi Komatsu; Fumika Matsumura; Yuko Noguchi; Tokuyuki Shinohara; Shuji Hinuma; Yukio Fujisawa; Masahiko Fujino
Journal:  Nature       Date:  2003-02-23       Impact factor: 49.962

8.  The orphan G protein-coupled receptor GPR40 is activated by medium and long chain fatty acids.

Authors:  Celia P Briscoe; Mohammad Tadayyon; John L Andrews; William G Benson; Jon K Chambers; Michelle M Eilert; Catherine Ellis; Nabil A Elshourbagy; Aaron S Goetz; Dana T Minnick; Paul R Murdock; Howard R Sauls; Usman Shabon; Lisa D Spinage; Jay C Strum; Philip G Szekeres; Kong B Tan; James M Way; Diane M Ignar; Shelagh Wilson; Alison I Muir
Journal:  J Biol Chem       Date:  2002-12-19       Impact factor: 5.157

9.  G-Protein-Coupled Receptor-Membrane Interactions Depend on the Receptor Activation State.

Authors:  Apurba Bhattarai; Jinan Wang; Yinglong Miao
Journal:  J Comput Chem       Date:  2019-10-10       Impact factor: 3.672

10.  Efficacy and safety of fasiglifam (TAK-875), a G protein-coupled receptor 40 agonist, in Japanese patients with type 2 diabetes inadequately controlled by diet and exercise: a randomized, double-blind, placebo-controlled, phase III trial.

Authors:  K Kaku; K Enya; R Nakaya; T Ohira; R Matsuno
Journal:  Diabetes Obes Metab       Date:  2015-04-23       Impact factor: 6.577

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