RESUMO
Cellular senescence is a stress-response mechanism implicated in various physiological processes, diseases, and aging. Current detection approaches have partially addressed the issue of senescent cell identification in clinical specimens. Effective methodologies enabling precise isolation or live tracking of senescent cells are still lacking. In-depth analysis of truly senescent cells is, therefore, an extremely challenging task. We report (1) the synthesis and validation of a fluorophore-conjugated, Sudan Black-B analog (GLF16), suitable for in vivo and in vitro analysis of senescence by fluorescence microscopy and flow cytometry and (2) the development and application of a GLF16-carrying micelle vector facilitating GLF16 uptake by living senescent cells in vivo and in vitro. The compound and the applied methodology render isolation of senescent cells an easy, rapid, and precise process. Straightforward nanocarrier-mediated GLF16 delivery in live senescent cells comprises a unique tool for characterization of senescence at an unprecedented depth.
Assuntos
Senescência Celular , Indicadores e Reagentes , Citometria de FluxoRESUMO
Raloxifene agonism of estrogen receptor (ER) in post-menopausal endometrium is not negligible. Based on a rational drug design workflow, we synthesized 14 analogues of raloxifene bearing a polar group in the aromatic ring of the basic side chain (BSC) and/or changes in the bulkiness of the BSC amino group. Analogues with a polar BSC aromatic ring and amino group substituents of increasing volume displayed increasing ER antagonism in Ishikawa cells. Analogues with cyclohexylaminoethoxy (13a) or adamantylaminoethoxy BSC (13b) lacking a polar aromatic ring displayed high ER-binding affinity and ER antagonism in Ishikawa cells higher than raloxifene and similar to fulvestrant (ICI182,780). The endometrial surface epithelium of immature female CD1 mice injected with 13b was comparable to that of vehicle-treated mice, while that of mice treated with estradiol, raloxifene or 13b in combination with estradiol was hyperplastic. These findings indicate that raloxifene analogues with a bulky BSC amino group could provide for higher endometrial safety treatment of the menopausal syndrome.
Assuntos
Desenho de Fármacos , Endométrio/efeitos dos fármacos , Antagonistas de Estrogênios/farmacologia , Cloridrato de Raloxifeno/farmacologia , Receptores de Estrogênio/antagonistas & inibidores , Animais , Relação Dose-Resposta a Droga , Antagonistas de Estrogênios/síntese química , Antagonistas de Estrogênios/química , Feminino , Camundongos , Estrutura Molecular , Cloridrato de Raloxifeno/síntese química , Cloridrato de Raloxifeno/química , Receptores de Estrogênio/metabolismo , Relação Estrutura-AtividadeRESUMO
A number of pyrrolo[2,3-c]pyridines, pyrrolo[3,2-d]pyrimidines and pyrazolo[4,3-d]pyrimidines were designed and synthesized as antiproliferative agents. The target compounds possessed selected substituents in analogous positions on the central scaffold that allowed the extraction of interesting SARs. The cytotoxic activity of the new derivatives was evaluated against prostatic (PC-3) and colon (HCT116) cell lines, and the most potent analogues showed IC50 values in the nM to low µM range, while they were found to be non-toxic against normal human fibroblasts (WI-38). Flow cytometric analysis of DNA content revealed that the most promising derivative 14b caused a statistically significant accumulation of PC-3 cells at G2/M phase and induced apoptosis in PC-3 cells.
Assuntos
Antineoplásicos/síntese química , Antineoplásicos/farmacologia , Técnicas de Química Sintética , Pirimidinas/síntese química , Pirimidinas/farmacologia , Antineoplásicos/química , Ciclo Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Relação Dose-Resposta a Droga , Fibroblastos/efeitos dos fármacos , Fibroblastos/metabolismo , Humanos , Estrutura Molecular , Pirimidinas/química , Relação Estrutura-AtividadeRESUMO
The design and synthesis of a number of new imidazo[4,5-b]pyridines is described. The heterocyclic scaffold possesses 6-chloro- or 5,6-dichloro-substitution and bears various 2-alkylamino-methyl or ethyl groups. The corresponding N1 and N3-tosylates are also presented. The anti-HBV activity of the compounds was evaluated in HBV infectious system at the level of HBV rcDNA secretion and CC50, EC50 and selectivity index values were determined. The tosylates showed low antiviral potency and relatively high cytotoxicity, on the contrary, a number of 2,5 and/or-6-substituted imidazopyridines, mainly those belonging to the 6-chloroimidazo[4,5-b]pyridine series, were endowed with a very interesting profile and were further investigated. The most promising among them, along with the reduction of the secreted HBV rcDNA, also caused a reduction in HBV cccDNA and pgRNA levels, with a concomitant accumulation of the intracellular encapsidated rcDNA. Surprisingly, the most active 2-diethylaminoethyl-substituted derivative (21d), was highly competitive to interferon.
Assuntos
Antivirais/farmacologia , Desenho de Fármacos , Vírus da Hepatite B/efeitos dos fármacos , Imidazóis/farmacologia , Piridinas/farmacologia , Antivirais/síntese química , Antivirais/química , DNA Viral/efeitos dos fármacos , Relação Dose-Resposta a Droga , Imidazóis/síntese química , Imidazóis/química , Testes de Sensibilidade Microbiana , Estrutura Molecular , Piridinas/síntese química , Piridinas/química , Relação Estrutura-AtividadeRESUMO
The strong inhibition of Human Cytomegalovirus (HCMV) replication by benzimidazole nucleosides, like Triciribine and Maribavir, has prompted us to expand the structure-activity relationships of the benzimidazole series, using as a central core the imidazo[4,5-b]pyridine scaffold. We have thus synthesized a number of novel amino substituted imidazopyridine nucleoside derivatives, which can be considered as 4-(or 7)-aza-d-isosters of Maribavir and have evaluated their potential antiviral activity. The target compounds were synthesized upon glycosylation of suitably substituted 2-aminoimidazopyridines, which were prepared in six steps starting from 2-amino-6-chloropyridine. Even if the new compounds possessed only a slight structural modification when compared to the original drug, they were not endowed with interesting antiviral activity. Even so, three derivatives showed promising cytotoxic potential.
Assuntos
Benzimidazóis/química , Imidazóis/síntese química , Nucleosídeos/síntese química , Piridinas/síntese química , Ribonucleosídeos/química , Antivirais/química , Antivirais/farmacologia , Benzimidazóis/farmacologia , Linhagem Celular , Citomegalovirus/efeitos dos fármacos , Glicosilação , Humanos , Imidazóis/química , Nucleosídeos/química , Piridinas/química , Ribonucleosídeos/farmacologiaRESUMO
Several new amino-substituted aza-acridine derivatives bearing a basic side chain have been designed and synthesized. The antiproliferative activity of the target compounds has been evaluated against three cancer cell lines-namely HCT-116 (colorectal), the uterine sarcoma MES-SA, and its doxorubicin-resistant variant MES-SA/Dx5. A limited number of the new acridines showed marginal cytotoxicity against the tested cell lines; nevertheless, these analogues possessed a similar substitution pattern. The moderate biological activity of these derivatives was attributed to their instability in aqueous media, which has been studied by mass spectrometry and computational chemistry experiments at the density functional level of theory (DFT).
Assuntos
Acridinas/química , Acridinas/farmacologia , Compostos Aza/química , Compostos Aza/farmacologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Doxorrubicina/química , Doxorrubicina/farmacologia , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Feminino , Células HCT116 , Humanos , Sarcoma/tratamento farmacológico , Neoplasias Uterinas/tratamento farmacológicoRESUMO
Cystathionine ß-synthase (CBS) is a key enzyme in the production of the signaling molecule hydrogen sulfide, deregulation of which is known to contribute to a range of serious pathological states. Involvement of hydrogen sulfide in pathways of paramount importance for cellular homeostasis renders CBS a promising drug target. An in-house focused library of heteroaromatic compounds was screened for CBS modulators by the methylene blue assay and a pyrazolopyridine derivative with a promising CBS inhibitory potential was discovered. The compound activity was readily comparable to the most potent CBS inhibitor currently known, aminoacetic acid, while a promising specificity over the related cystathionine γ-lyase was identified. To rule out any possibility that the inhibitor may bind the enzyme regulatory domain due to its high structural similarity with cofactor s-adenosylmethionine, differential scanning fluorimetry was employed. A sub-scaffold search guided follow-up screening of related compounds, providing preliminary structure-activity relationships with respect to requisites for efficient CBS inhibition by this group of heterocycles. Subsequently, a hypothesis regarding the exact binding mode of the inhibitor was devised on the basis of the available structure-activity relationships (SAR) and a deep neural networks analysis and further supported by induced-fit docking calculations.
Assuntos
Cistationina beta-Sintase/antagonistas & inibidores , Cistationina beta-Sintase/metabolismo , Inibidores Enzimáticos/farmacologia , Sulfeto de Hidrogênio/análise , Pirazóis/farmacologia , Piridinas/farmacologia , Inibidores Enzimáticos/química , Humanos , Modelos Moleculares , Estrutura Molecular , Redes Neurais de Computação , Pirazóis/química , Piridinas/química , S-Adenosilmetionina/química , Relação Estrutura-AtividadeRESUMO
A series of new pyrazolo[3,4-c]pyridines bearing various 1, 3, 5 or 1, 3, 7 pattern substitutions, were designed and synthesized. Some of them showed interesting inhibitory activity mainly against glycogen synthase kinase 3 (GSK3)α/ß as well as against cdc2-like kinases 1 (CLK1) and dual-specificity tyrosine phosphorylation-regulated kinase 1A (DYRK1A), with good selectivity and remarkable structure-activity relationships (SARs), without being cytotoxic. Molecular simulations in correlation with biological data revealed the importance of the existence of N1-H as well as the absence of a bulky 7-substituent.
Assuntos
Simulação de Acoplamento Molecular , Inibidores de Proteínas Quinases/farmacologia , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Proteínas Tirosina Quinases/antagonistas & inibidores , Pirazóis/farmacologia , Piridinas/farmacologia , Relação Dose-Resposta a Droga , Humanos , Estrutura Molecular , Inibidores de Proteínas Quinases/síntese química , Inibidores de Proteínas Quinases/química , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas Tirosina Quinases/metabolismo , Pirazóis/síntese química , Pirazóis/química , Piridinas/síntese química , Piridinas/química , Relação Estrutura-Atividade , Quinases DyrkRESUMO
A number of new 3,7-disubstituted pyrazolo[3,4-c]pyridines have been designed and synthesized from suitable 2-aminopyridines. The antiproliferative activity of the derivatives was determined against the pancreatic MIA PaCa-2 and ovarian SCOV3 cancer cell-lines. IC50 values of the most promising analogue 46 lie in the submicromolar or low micromolar range. Furthermore, compound 46 shows similar inhibitory activities against DU145, A2058 and PC-3 cancer cells, blocks the cell cycle at the G0/G1 phase and induce apoptosis, as determined by the appearance of apoptotic nuclei.
Assuntos
Pirazóis/química , Piridinas/química , Apoptose/efeitos dos fármacos , Ciclo Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Descoberta de Drogas , Humanos , Espectroscopia de Ressonância Magnética , Pirazóis/farmacologia , Piridinas/farmacologiaRESUMO
In the course of our study on fungal purine transporters, a number of new 3-deazapurine analogues have been rationally designed, based on the interaction of purine substrates with the Aspergillus nidulans FcyB carrier, and synthesized following an effective synthetic procedure. Certain derivatives have been found to specifically inhibit FcyB-mediated [3H]-adenine uptake. Molecular simulations have been performed, suggesting that all active compounds interact with FcyB through the formation of hydrogen bonds with Asn163, while the insertion of hydrophobic fragments at position 9 and N6 of 3-deazaadenine enhanced the inhibition.
Assuntos
Aspergillus nidulans/química , Desenho de Fármacos , Proteínas de Transporte de Nucleobases/antagonistas & inibidores , Purinas/farmacologia , Relação Dose-Resposta a Droga , Ligantes , Simulação de Acoplamento Molecular , Estrutura Molecular , Proteínas de Transporte de Nucleobases/metabolismo , Purinas/síntese química , Purinas/química , Relação Estrutura-AtividadeRESUMO
A number of new substituted fused naphthyridinones has been prepared and their antiproliferative activity was evaluated against a panel of seven human tumor cell lines, including the variant MES-SA/Dx5, reported to be 100-fold resistant to doxorubicin. Certain derivatives exhibited interesting cytotoxic properties, possessing IC50 values in a low µM range.
Assuntos
Acridonas/síntese química , Acridonas/farmacologia , Antineoplásicos/síntese química , Antineoplásicos/farmacologia , Compostos Heterocíclicos com 3 Anéis/síntese química , Compostos Heterocíclicos com 3 Anéis/farmacologia , Acridonas/química , Antineoplásicos/química , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Doxorrubicina/farmacologia , Desenho de Fármacos , Resistencia a Medicamentos Antineoplásicos , Células HCT116 , Células HeLa , Compostos Heterocíclicos com 3 Anéis/química , Humanos , Relação Estrutura-AtividadeRESUMO
A number of new 2,6-disubstituted-1-deazanebularine analogues as well as two structurally related pyrazole-fused tricyclic nucleosides were prepared. Their synthesis was carried out by the conversion of 6-amino-2-picoline to a suitable 1-deazapurine, followed by a Vorbrüggen type glycosylation and subsequent elaboration of the condensed pyrazole ring. The synthesized nebularine analogues proved to be weak adenosine deaminase inhibitors.
Assuntos
Inibidores de Adenosina Desaminase/síntese química , Adenosina Desaminase/química , Nucleosídeos de Purina/química , Ribonucleosídeos/química , Adenosina Desaminase/metabolismo , Inibidores de Adenosina Desaminase/química , Inibidores de Adenosina Desaminase/metabolismo , Animais , Bovinos , Glicosilação , Espectroscopia de Ressonância Magnética , Ligação Proteica , Nucleosídeos de Purina/síntese química , Nucleosídeos de Purina/metabolismo , Pirazóis/química , Ribonucleosídeos/síntese química , Ribonucleosídeos/metabolismoRESUMO
Antagonism of the human adenosine A3 receptor (hA3R) has potential therapeutic application. Alchemical relative binding free energy calculations of K18 and K32 suggested that the combination of a 3-(2,6-dichlorophenyl)-isoxazolyl group with 2-pyridinyl at the ends of a carbonyloxycarboximidamide group should improve hA3R affinity. Of the 25 new analogues synthesized, 37 and 74 showed improved hA3R affinity compared to K18 (and K32). This was further improved through the addition of a bromine group to the 2-pyridinyl at the 5-position, generating compound 39. Alchemical relative binding free energy calculations, mutagenesis studies and MD simulations supported the compounds' binding pattern while suggesting that the bromine of 39 inserts deep into the hA3R orthosteric pocket, so highlighting the importance of rigidification of the carbonyloxycarboximidamide moiety. MD simulations highlighted the importance of rigidification of the carbonyloxycarboximidamide, while suggesting that the bromine of 39 inserts deep into the hA3R orthosteric pocket, which was supported through mutagenesis studies 39 also selectively antagonized endogenously expressed hA3R in nonsmall cell lung carcinoma cells, while pharmacokinetic studies indicated low toxicity enabling in vivo evaluation. We therefore suggest that 39 has potential for further development as a high-affinity hA3R antagonist.
Assuntos
Antagonistas do Receptor A3 de Adenosina , Receptor A3 de Adenosina , Humanos , Receptor A3 de Adenosina/metabolismo , Receptor A3 de Adenosina/química , Relação Estrutura-Atividade , Animais , Antagonistas do Receptor A3 de Adenosina/farmacologia , Antagonistas do Receptor A3 de Adenosina/química , Antagonistas do Receptor A3 de Adenosina/síntese química , Simulação de Dinâmica Molecular , Ratos , Células CHO , Linhagem Celular Tumoral , Cricetulus , Compostos Heterocíclicos/química , Compostos Heterocíclicos/farmacologia , Compostos Heterocíclicos/síntese químicaRESUMO
Identification and isolation of senescent cells is challenging, rendering their detailed analysis an unmet need. We describe a precise one-step protocol to fluorescently label senescent cells, for flow cytometry and fluorescence microscopy, implementing a fluorophore-conjugated Sudan Black-B analog, GLF16. Also, a micelle-based approach allows identification of senescent cells in vivo and in vitro, enabling live-cell sorting for downstream analyses and live in vivo tracking. Our protocols are applicable to cellular systems, tissues, or animal models where senescence is present. For complete details on the use and execution of this protocol, please refer to Magkouta et al.1.
Assuntos
Senescência Celular , Corantes Fluorescentes , Animais , Separação Celular , Citometria de Fluxo , Modelos AnimaisRESUMO
With the current massive increases in drug-resistant microbial infection as well as the significant role of fungal infections in the death toll of COVID-19, discovering new antifungals is extremely important. Natural and synthetic xanthones are promising derivatives, although only few reports have demonstrated their antifungal mechanism of action in detail. Newly synthetized by us xanthone derivative 44 exhibited strong antifungal activity against reference and fluconazole resistant C. albicans strains. Our results indicate that the most active compounds 42 and 44 are not substrates for fungal ABC transporters (Cdr1p and Cdr2p) and Mdr1p, the main representative of the major facilitator superfamily efflux pumps, membrane proteins that are responsible for the development of resistance. Moreover, fungicidal mode of action reduces the probability of persistent or recurrent infections and resistance development. In this light, the demonstrated killing activity of the examined derivatives is their undoubted advantage. Novel synthesized compounds exhibited moderate cytotoxicity against human cell lines, although the selectivity index value for human pathogenic strains remained favourable. Our results also indicate that novel synthetized compounds 42 and 44 with antifungal activity target yeast topoisomerase II activity. In summary, further validation of xanthones applicability as antifungals is highly valuable.
Assuntos
COVID-19 , Xantonas , Humanos , Antifúngicos/química , Proteínas Fúngicas/metabolismo , Candida albicans/metabolismo , Fluconazol/farmacologia , Xantonas/farmacologia , Xantonas/metabolismo , Testes de Sensibilidade Microbiana , Farmacorresistência FúngicaRESUMO
A number of new disubstituted 6-azaindoles have been designed and synthesized bearing a crucial structural modification in respect to an analogous antiproliferative hit compound. The synthesis was performed using 2-amino-3-nitro-4-picoline, that was suitably modified and converted to 7-chloro-3-iodo-6-azaindole and this central scaffold was used for successive Suzuki-type couplings, to result in the target compounds. The evaluation of the cytotoxic activity was performed against four human cancer cell lines, as well as a normal human fibroblast strain. Certain compounds possessed strong anticancer activity without affecting normal cells. At subcytotoxic concentrations for cancer cells, these compounds displayed an anti-proliferative effect by arresting the cells at the G2/M phase of the cell cycle, which could be associated with the observed decrease in the phosphorylation levels of the MEK1- ERK1/2 pathway and/or the activation of the p53-p21WAF1 axis.
Assuntos
Antineoplásicos , Compostos Aza , Humanos , Antineoplásicos/química , Compostos Aza/farmacologia , Ciclo Celular , Divisão Celular , Proliferação de Células , Linhagem Celular Tumoral , ApoptoseRESUMO
Hydrogen sulfide (H2S) is an endogenous gasotransmitter with anti-inflammatory actions that also reduces itching. To test whether a combination of an antihistamine with a H2S donor has improved antipruritic efficacy, bifunctional molecules with antihistamine and H2S-releasing pharmacophores were synthesized and tested in vitro and in vivo. H2S release from the hybrid molecules was evaluated with the methylene blue and lead acetate methods, and H1-blocking activity was assessed by determining tissue factor expression inhibition. All new compounds released H2S in a dose-dependent manner and retained histamine blocking activity. Two compounds with the highest potency were evaluated in vivo for their antipruritic as well as sedative action; they proved to possess higher efficacy in inhibiting histamine-induced pruritus and decreased sedative effects compared to the parent compounds (hydroxyzine and cetirizine), suggesting that they exhibit superior antipruritic action and limited side effects that likely arise from the H2S-releasing moiety.
Assuntos
Antipruriginosos , Sulfeto de Hidrogênio , Humanos , Antipruriginosos/uso terapêutico , Hipnóticos e Sedativos/farmacologia , Hipnóticos e Sedativos/uso terapêutico , Histamina , Antagonistas dos Receptores Histamínicos H1/farmacologia , Antagonistas dos Receptores Histamínicos H1/uso terapêutico , Antagonistas dos Receptores Histamínicos/farmacologia , Antagonistas dos Receptores Histamínicos/uso terapêutico , Prurido/tratamento farmacológico , Sulfeto de Hidrogênio/farmacologia , Sulfeto de Hidrogênio/uso terapêuticoRESUMO
Purine analogues are important therapeutic tools due to their affinity to enzymes or receptors that are involved in critical biological processes. In this study, new 1,4,6-trisubstituted pyrazolo[3,4-b]pyridines were designed and synthesized, and their cytotoxic potential was been studied. The new derivatives were prepared through suitable arylhydrazines, and upon successive conversion first to aminopyrazoles, they were converted then to 1,6-disubstituted pyrazolo[3,4-b]pyridine-4-ones; this served as the starting point for the synthesis of the target compounds. The cytotoxic activity of the derivatives was evaluated against several human and murine cancer cell lines. Substantial structure activity relationships (SARs) could be extracted, mainly concerning the 4-alkylaminoethyl ethers, which showed potent in vitro antiproliferative activity in the low µM level (0.75-4.15 µΜ) without affecting the proliferation of normal cells. The most potent analogues underwent in vivo evaluation and were found to inhibit tumor growth in vivo in an orthotopic breast cancer mouse model. The novel compounds exhibited no systemic toxicity; they affected only the implanted tumors and did not interfere with the immune system of the animals. Our results revealed a very potent novel compound which could be an ideal lead for the discovery of promising anti-tumor agents, and could also be further explored for combination treatments with immunotherapeutic drugs.
RESUMO
F1FO-ATP synthase is the mitochondrial complex responsible for ATP production. During myocardial ischemia, it reverses its activity, hydrolyzing ATP and leading to energetic deficit and cardiac injury. We aimed to discover novel inhibitors of ATP hydrolysis, accessing the druggability of the target within ischemia(I)/reperfusion(R) injury. New molecular scaffolds were revealed using ligand-based virtual screening methods. Fifty-five compounds were tested on isolated murine heart mitochondria and H9c2 cells for their inhibitory activity. A pyrazolo[3,4-c]pyridine hit structure was identified and optimized in a hit-to-lead process synthesizing nine novel derivatives. Three derivatives significantly inhibited ATP hydrolysis in vitro, while in vivo, they reduced myocardial infarct size (IS). The novel compound 31 was the most effective in reducing IS, validating that inhibition of F1FO-ATP hydrolytic activity can serve as a target for cardioprotection during ischemia. Further examination of signaling pathways revealed that the cardioprotection mechanism is related to the increased ATP content in the ischemic myocardium and increased phosphorylation of PKA and phospholamban, leading to the reduction of apoptosis.
Assuntos
Infarto do Miocárdio , Traumatismo por Reperfusão Miocárdica , Camundongos , Animais , Traumatismo por Reperfusão Miocárdica/tratamento farmacológico , Traumatismo por Reperfusão Miocárdica/metabolismo , Hidrólise , Trifosfato de Adenosina/metabolismo , Mitocôndrias Cardíacas/metabolismoRESUMO
Drugs targeting adenosine receptors (AR) can provide treatment for diseases. We report the identification of 7-(phenylamino)-pyrazolo[3,4-c]pyridines L2-L10, A15, and A17 as low-micromolar to low-nanomolar A1R/A3R dual antagonists, with 3-phenyl-5-cyano-7-(trimethoxyphenylamino)-pyrazolo[3,4-c]pyridine (A17) displaying the highest affinity at both receptors with a long residence time of binding, as determined using a NanoBRET-based assay. Two binding orientations of A17 produce stable complexes inside the orthosteric binding area of A1R in molecular dynamics (MD) simulations, and we selected the most plausible orientation based on the agreement with alanine mutagenesis supported by affinity experiments. Interestingly, for drug design purposes, the mutation of L2506.51 to alanine increased the binding affinity of A17 at A1R. We explored the structure-activity relationships against A1R using alchemical binding free energy calculations with the thermodynamic integration coupled with the MD simulation (TI/MD) method, applied on the whole G-protein-coupled receptor-membrane system, which showed a good agreement (r = 0.73) between calculated and experimental relative binding free energies.