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. 2024 Mar 29;9(4):1075–1088. doi: 10.1038/s41564-024-01618-9

Preclinical evaluation of the SARS-CoV-2 Mpro inhibitor RAY1216 shows improved pharmacokinetics compared with nirmatrelvir

Xiaoxin Chen 1,2,#, Xiaodong Huang 3,4,#, Qinhai Ma 3,#, Petr Kuzmič 5,#, Biao Zhou 4,6, Sai Zhang 6, Jizheng Chen 6, Jinxin Xu 4, Bin Liu 3, Haiming Jiang 3, Wenjie Zhang 3, Chunguang Yang 3, Shiguan Wu 3, Jianzhou Huang 2, Haijun Li 2, Chaofeng Long 2, Xin Zhao 7, Hongrui Xu 4, Yanan Sheng 4,8, Yaoting Guo 4, Chuanying Niu 4,8, Lu Xue 4, Yong Xu 4, Jinsong Liu 4, Tianyu Zhang 4, James Spencer 9, Zhenzhen Zhu 10, Wenbin Deng 1, Xinwen Chen 6,11, Shu-Hui Chen 10,, Nanshan Zhong 3,6,12,, Xiaoli Xiong 4,, Zifeng Yang 3,6,12,
PMCID: PMC10994847  PMID: 38553607

Abstract

Although vaccines are available for SARS-CoV-2, antiviral drugs such as nirmatrelvir are still needed, particularly for individuals in whom vaccines are less effective, such as the immunocompromised, to prevent severe COVID-19. Here we report an α-ketoamide-based peptidomimetic inhibitor of the SARS-CoV-2 main protease (Mpro), designated RAY1216. Enzyme inhibition kinetic analysis shows that RAY1216 has an inhibition constant of 8.4 nM and suggests that it dissociates about 12 times slower from Mpro compared with nirmatrelvir. The crystal structure of the SARS-CoV-2 Mpro:RAY1216 complex shows that RAY1216 covalently binds to the catalytic Cys145 through the α-ketoamide group. In vitro and using human ACE2 transgenic mouse models, RAY1216 shows antiviral activities against SARS-CoV-2 variants comparable to those of nirmatrelvir. It also shows improved pharmacokinetics in mice and rats, suggesting that RAY1216 could be used without ritonavir, which is co-administered with nirmatrelvir. RAY1216 has been approved as a single-component drug named ‘leritrelvir’ for COVID-19 treatment in China.

Subject terms: Enzyme mechanisms, X-ray crystallography, Proteases


Preclinical characterization of the SARS-CoV-2 Mpro inhibitor RAY1216 shows improved in vivo pharmacokinetics compared with nirmatrelvir.

Main

SARS-CoV-2 has become established in the human population through the coronavirus disease 2019 (COVID-19) pandemic and is likely to remain in circulation. Owing to multinational efforts, vaccines were rapidly rolled out in the early stage of the pandemic and proved successful in saving lives. However, probably due to population immune pressures established by infections and vaccinations, SARS-CoV-2 Omicron variants with highly mutated spike proteins quickly emerged1. Rapid emergence of highly mutated variants has shown the extraordinary capacity of the virus to escape humoral immunity, representing a great challenge to vaccines and therapeutic antibodies2,3.

A number of small-molecule SARS-CoV-2 therapeutics have been developed4. This therapeutic strategy may be part of a solution to combat SARS-CoV-2 immune escape. Of note, the orally available drugs molnupiravir and Paxlovid have been approved for COVID-19 treatment after being validated through clinical trials. Molnupiravir (LAGEVRIO, also known as EIDD-2801) is a prodrug of N-hydroxycytidine; this mutagenic ribonucleoside is a broad-spectrum antiviral agent targeting the viral RNA polymerase by lethal mutagenesis. However, this molecule has also been shown to be mutagenic to the host5. Paxlovid is a combination of PF-07321332 (nirmatrelvir) and ritonavir. PF-07321332 is a peptidomimetic that selectively inhibits the SARS-CoV-2 main protease (Mpro, also known as 3C-like protease (3CLpro))6,7, while ritonavir is a cytochrome P450 inhibitor that functions to slow down cytochrome-P450-mediated metabolism of PF-07321332 to improve bioavailability. However, the usage of ritonavir limits the clinical application range of Paxlovid owing to the drug–drug interaction, which may cause potential safety issues. Therefore, our original goal is to aim for a drug candidate endowed with a longer half-life while maintaining good enzyme inhibitory potency as shown by PF-07321332. We expect that such a newly designed Mpro inhibitor may possess prolonged pharmacokinetic stability in humans, which can hopefully avoid the usage of ritonavir. The drug target of PF-07321332, Mpro, plays a role in the viral polyprotein pp1a and pp1ab processing that is essential in the SARS-CoV-2 life cycle8. The Mpro gene has been observed to be relatively conserved among various SARS-CoV-2 variants; therefore, Mpro represents a promising target for drug development for SARS-CoV-2.

Other than PF-07321332, multiple series of SARS-CoV-2 Mpro inhibitors have been developed or discovered6,923. With a few exceptions11,13,14,19,23, the majority of these molecules are peptidomimetics, which often exhibit poor pharmacokinetic (PK) properties. In this study, we report a further peptidomimetic Mpro inhibitor—RAY1216—which has been recently approved as an oral COVID-19 antiviral medicine in China, with the generic name ‘leritrelvir’. The development of RAY1216 was inspired by the successful hepatitis C virus (HCV) protease inhibitor discovery programme reported for telaprevir2427. RAY1216 features an α-ketoamide warhead and incorporates chemical moieties known to confer selectivity towards coronavirus Mpro. Here we characterize in detail the kinetics of SARS-CoV-2 Mpro inhibition by RAY1216 and determine the crystal structure of the covalent adduct with SARS-CoV-2 Mpro. Furthermore, the antiviral activity, protection against SARS-CoV-2 variants in animal models and PK properties are reported, and compared with those of PF-07321332.

Structure of RAY1216

RAY1216 (Fig. 1) was developed via multiple rounds of optimization conducted at P1, P2, P3 and P4 moieties, and finally, the covalent warhead was changed from a nitrile in PF-07321332 to an α-ketoamide moiety. The details of the structure–activity relationship optimizations will be further disclosed in a separate report. RAY1216 was chemically synthesized (Supplementary Fig. 1), and the identity of the product is confirmed using nuclear magnetic resonance (NMR) spectroscopy (Supplementary Figs. 2–4). The inhibitor features a cyclopentyl-substituted α-ketoamide warhead, a pyroglutamine with a pyrrolidinone side chain at P1 (this moiety is known to mimic glutamine, which dominates in the P1 position of coronavirus Mpro recognition sequences28), a P2 cyclopentylproline, a P3 cyclohexylglycine and a P4 tri-fluoroacetamide (Fig. 1). The absolute configuration of the synthesized RAY1216 was confirmed using X-ray crystallography (Supplementary Fig. 5). Inhibition assays show that RAY1216 has high specificity towards SARS-CoV-2 Mpro (Extended Data Table 1).

Fig. 1. Chemical structures of RAY1216 and related antiviral protease inhibitors.

Fig. 1

a, The chemical structure of RAY1216; P1′ denotes the warhead moiety and P1–P4 denote the other chemical moieties. b, The chemical structure of SARS-CoV-2 Mpro inhibitor PF-07321332 (nirmatrelvir). c,d, Chemical structures of telaprevir (c) and boceprevir (d), both of which inhibit HCV NS3/4A protease.

Extended Data Table 1.

RAY1216 protease specificity

graphic file with name 41564_2024_1618_Tab1_ESM.jpg

RAY1216 IC50 values against human cathepsin B, chymotrypsin C, cathepsin D and elastase are shown and compared to those of reference inhibitors.

Source data

In vitro inhibition of Mpro by RAY1216 compared with PF-07321332

We used a peptide cleavage assay based on fluorescence resonance energy transfer29 to monitor SARS-CoV-2 Mpro activity (Supplementary Figs. 6 and 7), and we estimated a Michaelis constant (KM) of 31 μM and a turnover number (kcat) of 0.12 s−1 for Mpro (Supplementary Figs. 6–8 and Supplementary Tables 2 and 3). To compare the inhibition by RAY1216 with that by PF-07321332, Mpro (final concentration 80 nM as determined by the Bradford assay) was added to a solution of substrate (20 μM) and inhibitor (maximum concentration 444 nM, 2:3 dilution series down to 17 nM) in the assay buffer. The increase in fluorescence intensity was monitored in real time over a period of 1 h. Representative replicates for RAY1216 or PF-07321332 are shown in Fig. 2 (Supplementary Figs. 8 and 9). Both compounds showed a gradual onset of inhibitory activity; an initial relatively uninhibited phase in product formation is followed by a gradual approach to pseudo-equilibrium (‘slow binding’ inhibition30,31). Compound concentrations substantially lower than the nominal enzyme concentration caused a prominent inhibitory effect (‘tight binding’ inhibition3234). The time course of the assay in the absence of inhibitors ([I] = 0) was markedly nonlinear owing to substrate depletion. Under these particular experimental conditions, the classic algebraic method of enzyme kinetic analysis, based on the first-order apparent rate constant ‘kobs35, cannot be used. Instead, combined progress curves obtained at various inhibitor concentrations were fit globally to a system of first-order ordinary differential equations (ODE) solved by the software package DynaFit36,37.

Fig. 2. SARS-CoV-2 Mpro inhibition by RAY1216 and PF-07321332.

Fig. 2

a, Progress curves of Mpro inhibition (80 nM Mpro, 20 μM substrate) at different RAY1216 concentrations (data points); reactions were started without preincubation. Progress curves are fit in DynaFit36,37 using the ODE method (smooth model curves), and residuals of the fits are shown. ΔF, fluorescence intensity change; rfu, relative fluorescence units. b, Progress curves of Mpro inhibition by PF-07321332 under the same experimental conditions, and they are fit in DynaFit using the same analysis procedure. Inhibition parameters (mean ± s.d., n = 3) determined from replicates are shown. c,d, Instantaneous reaction rates derived from the fits to the progress curves of Mpro inhibition by RAY1216 (c) and PF-07321332 (d). See ‘Enzyme kinetics’ in Supplementary Information for details of data analysis procedures.

Source data

The data versus model overlay plots in Fig. 2a,b illustrate that the overall inhibitory potencies of RAY1216 and PF-07321332 are very similar. Note that at the three highest inhibitor concentrations ([I] = 444, 296 and 198 nM), the reaction progress curves become nearly horizontal at the end of the assay in Fig. 2a,b. However, also note that the approach to the quasi steady state is markedly slower for RAY1216 than for PF-07321332. This fundamental difference between the two compounds is made most clearly visible in the instantaneous rate plots shown in Fig. 2c,d. For example, at the highest inhibitor concentration ([I] = 444 nM, bottom curve shown in red in Fig. 2c), it takes approximately 20 min for the enzyme to become fully inhibited by RAY1216. By contrast, it takes less than 1 min for the enzyme to become fully inhibited by PF-07321332 under identical conditions. Note in Fig. 2c,d that the reaction rate does not decrease to zero even at inhibitor concentrations substantially higher than the enzyme concentration. This shows the effective kinetic reversibility of the observed enzyme–inhibitor interactions despite the fact that the crystal structure shows a covalent binding mode (see below). Thus, RAY1216 appears to be an example of a ‘reversible covalent’ inhibitor38. As the equilibrium dissociation constants Ki = kd/ka (where Ki is the inhibition constant, kd is the dissociation rate constant and ka is the association rate constant) for the two compounds are similar (Extended Data Table 2a), while it takes very much longer for RAY1216 to fully associate with the enzyme, it necessarily means that not only the association rate constant but also the dissociation rate constant is very much lower for RAY1216, compared with PF-07321332. In that sense, RAY1216 could be described as a ‘slow-on, slow-off’ inhibitor, whereas the PF-07321332 inhibition of Mpro is ‘fast on, fast off’.

Extended Data Table 2.

Kinetic parameters (mean and standard deviation from replicates, n = 3) of Mpro inhibition by RAY1216 and PF-07321332 as determined by ODE method in DynaFit

graphic file with name 41564_2024_1618_Tab2_ESM.jpg

a, Kinetic parameters of WT Mpro inhibition. b, Kinetic parameters of P132H Mpro inhibition. See Enzyme kinetics section of Supplementary Information for details of data analysis procedures.

Source data

The results of a comprehensive kinetic analysis using multiple replicates (n = 3, for each inhibitor) are summarized in Extended Data Table 2a (see Supplementary Tables 3 and 4 for detailed analysis). The Ki and the drug-target residence time (tres) were computed from these primary regression parameters using the usual formulas39, while assuming that both inhibitors are kinetically competitive with the fluorogenic peptide substrate (see ‘Enzyme kinetics’ in Supplementary Information for details). The results summarized in Extended Data Table 2a indicate that RAY1216 has a more than an order of magnitude (12×) lower dissociation rate constant compared with PF-07321332. Thus, the drug-target tres for RAY1216 is measured in hours (1.7 h), instead of in minutes (9 min) in the case of PF-07321332. At the same time, the equilibrium binding affinity of RAY1216 (8.4 nM) measured by Ki is only approximately twofold lower than that of PF-07321332. Note that Ki = (3.8 ± 0.2) nM reported here for PF-07321332 is in good agreement with Ki = 3.1 (1.5–6.8) nM previously reported by Pfizer6. The observed enzyme inhibition kinetics, in particular the drug-target tres results listed in Extended Data Table 2a, is consistent with slow–tight inhibition of Mpro by RAY1216, suggesting that the enzyme–inhibitor complex (E–I) formed by RAY1216 is more stable than that formed by PF-07321332. We further performed differential scanning fluorimetry to show that the binding of RAY1216 increases the thermal denaturation midpoint temperature (Tm) of Mpro by 20 °C, while the binding of PF-07321332 increases Mpro Tm by 11 °C (Extended Data Fig. 1a). These results confirm that RAY1216 forms a more stable enzyme–inhibitor complex.

Extended Data Fig. 1. Thermal melting curves of WT and P132H Mpro proteins and their inhibitor complexes.

Extended Data Fig. 1

Experiments were carried out at an Mpro concentration of 3 μM. For the inhibitor complexes, 30 min incubation at 16 °C with 6 μM RAY1216 (green) or PF-07321332 (orange) was performed before the melting curves were recorded. a, WT Mpro proteins and their complexes. b, P132H Mpro proteins and their inhibitor complexes. Tm values and thermal shift ΔTm values are shown as mean ± SD (n = 3).

Source data

Structure of RAY1216 bound to SARS-CoV-2 Mpro

To further understand the activity of RAY1216, we soaked SARS-CoV-2 Mpro crystals with 6 mM RAY1216 in crystallization solution and the structure of RAY1216 bound to Mpro at 2.0 Å resolution was determined using X-ray diffraction (Fig. 3a and Supplementary Table 6). We identified unambiguous electron density consistent with RAY1216 molecules in both active sites of the Mpro dimer (Fig. 3a and Supplementary Fig. 10), and the dimer appears to be largely symmetric (Fig. 3a and Supplementary Fig. 11). The electron density shows that RAY1216 is covalently attached to Mpro via a thiohemiketal bond formed between the γ-sulfur of the catalytic Cys145 and the α-keto carbon of the RAY1216 warhead (Fig. 3b and Supplementary Fig. 10). The α-ketoamide warhead at the inhibitor P1′ position is able to interact with the Mpro active site through a number of potential hydrogen bonds: the oxyanion (or hydroxyl) group of the thiohemiketal accepts a hydrogen bond from His41, and the warhead amide oxygen is within hydrogen bond accepting distance of the backbone amides of Gly143, Ser144 and Cys145, which form the canonical cysteine protease ‘oxyanion hole’ (Fig. 3c). These interactions are consistent with the proposal that the α-ketoamide represents a superior warhead through its ability to engage two hydrogen bonding interactions to the target protease catalytic centre, rather than just one21, as seen for aldehyde21,40 or Michael acceptor21,41 warheads. The cyclopentyl substituent on the warhead amide is well defined by the electron density (Fig. 3b and Supplementary Fig. 10) and is situated 4.2 Å from the side chain of Mpro Leu27, showing a hydrophobic contact between the cyclopentyl moiety and the aliphatic Leu27 side chain (Fig. 3c).

Fig. 3. Crystal structure of RAY1216 in complex with SARS-CoV-2 Mpro.

Fig. 3

a, Cartoon representation of the dimeric Mpro bound to RAY1216. Protomer A is in green, protomer B is in blue and RAY1216 is shown as yellow ball-and-stick models in active sites of both Mpro protomers. Asterisks mark structural features from protomer B. b, A zoom-in view of the RAY1216-bound active site of protomer A. An electron density (2Fo-Fc) map (blue mesh, contoured at 1.3σ) is shown around the bound RAY1216 and the catalytic Cys145 side chain (also see Supplementary Fig. 10 for omit map densities). Clear electron density is observed for the thiohemiketal bond formed between the bound RAY1216 α-keto carbon and the catalytic Cys145 sulfur. c, Same view as in b showing detailed interactions between RAY1216 and the active site of Mpro. Selected side chains of interacting residues are shown; backbone carbonyl and amide are represented as red and blue dots. d, Detailed interactions between PF-07321332 and the active site of Mpro (based on PDB 7RFW (ref. 6)) are shown in the same view as in c. In c and d, molecular surfaces of selected residues involved in hydrophobic contacts with bound inhibitors are shown. Hydrogen bonds are shown in dashed lines. Extra hydrogen bonds formed by RAY1216 to Mpro or hydrogen bonds of different properties to Mpro between RAY1216 and PF-07321332 are highlighted with colours.

Source data

In the P2 position of RAY1216, the peptide bond is stabilized within the cyclopentylproline moiety previously used at the P2 position of telaprevir16,42. Electron density shows that the hydrophobic cyclopentyl ring slots snugly into the groove between M49 and M165 (Fig. 3b,c and Supplementary Fig. 10). Plasticity has been observed for the S2 substrate binding pocket that accommodates the P2 moiety upon inhibitor binding (Supplementary Fig. 11)43. It has been shown that S2 pockets in coronavirus Mpro have a strong preference towards hydrophobic amino acids, particularly leucine28,44,45. It has also been shown in a separate study that dimethylcyclopropylproline and cyclopentylproline, used in boceprevir and telaprevir, respectively (Fig. 1), when incorporated in α-ketoamide Mpro inhibitors, can each occupy the S2 pocket with similar potencies16.

The P3 moiety of RAY1216 features a cyclohexyl group that extends towards the exterior of the active site without making any direct contacts with Mpro (Fig. 3c). The density for the cyclohexyl para-carbon positioned furthest from the active site cavity is weak (Fig. 3b), suggesting that the cyclohexyl group remains relatively flexible within the inhibitor–enzyme complex. Nevertheless, it has been reported that substituents at the P3 position can affect both drug potency and pharmacokinetic properties6,16.

RAY1216 and PF-07321332 share the same γ-lactam and tri-fluoroacetamide moieties at P1 and P4, respectively. The P1 γ-lactam is known as an optimal fragment for viral protease inhibition as it mimics glutamine and has been proven to be responsible for potent inhibitory activity against a variety of enzymes with specificity towards native substrates with a P1 glutamine6,16,46. In the RAY1216:Mpro complex, the γ-lactam nitrogen donates potential hydrogen bonds to the backbone carbonyl oxygen of Phe140 (3.19 Å), to the carboxylate of Glu166 (3.17 Å) and to the side chain hydroxyl of Ser1 from the second monomer of the Mpro dimer (Fig. 3c). The γ-lactam carbonyl oxygen accepts a hydrogen bond (2.54 Å) from the imidazole of His163 (Fig. 3c). These interactions have also been observed in the complex formed between PF-07321332 and Mpro (Fig. 3d)6. Clear electron density is observed for the P4 tri-fluoroacetamide capping moiety in the RAY1216:Mpro complex structure (Fig. 3b and Supplementary Fig. 10). This moiety contacts the Leu167 side chain and accepts a hydrogen bond from Gln192 amide (Fig. 3c). Equivalent interactions have been observed in the PF-07321332:Mpro complex structure (Fig. 3d)6. In summary, despite differences in the P1′ warhead, P2 bicycloproline and P3 substituent structures, interactions mediated by the P1 γ-lactam and P4 tri-fluoroacetamide moieties are largely maintained between RAY1216 and PF-07321332.

Antiviral activities of RAY1216 in the cell culture and mouse model

Based on the encouraging in vitro activity of RAY1216, we next sought to investigate the inhibitory activity of RAY1216 towards SARS-CoV-2 infection in the cell and mouse model. The 50% cytotoxic concentration (CC50) of RAY1216 was determined to be 511 μM for Vero E6 cells (Supplementary Fig. 12). In the virus plaque-reduction assays, the half-maximal effective concentration (EC50) values for RAY1216 against different SARS-CoV-2 variants are 116 nM (wild type (WT)), 80 nM (Alpha), 88 nM (Beta), 69 nM (Delta), 81 nM (Omicron BA.1), 91 nM (Omicron BA.5) and 135 nM (Omicron XBB.1.9.1) (Fig. 4a); these values are comparable to but slightly less favourable than those of PF-07321332 (Fig. 4a, Extended Data Fig. 2, Supplementary Table 7 and Extended Data Fig. 3). The selectivity indices (CC50/EC50) of RAY1216 are 4,400 (WT), 6,390 (Alpha), 5,810 (Beta), 7,410 (Delta), 6,310 (Omicron BA.1), 5,620 (Omicron BA.5) and 3,790 (Omicron XBB.1.9.1).

Fig. 4. Antiviral activities of RAY1216 in the cell culture and animal model.

Fig. 4

a, Inhibition of SARS-CoV-2 wild-type ancestral strain and variants in cell culture. The antiviral effect of RAY1216 against SARS-CoV-2 virus infection was assessed using plaque-reduction assay (mean ± s.d., n = 3). Virus inhibition titres (EC50) are estimated from dose–response curves of percentage plaque-reduction versus RAY1216 concentration. b, Protection of K18-hACE2 transgenic mice from lethal SARS-CoV-2 challenge by RAY1216. c, Body weight change (mean ± s.d.) of K18-hACE2 transgenic mice infected with SARS-CoV-2 after receiving indicated daily oral doses of RAY1216, PF-07321332 or PBS control (n = 7). d,e, SARS-CoV-2 virus titres (mean ± s.d.) in mouse lung tissues at 3 days post-infection (d, n = 3) and 5 days post-infection (e, n = 7) after receiving the indicated daily doses of RAY1216 or PF-07321332. *P ≤ 0.05; **P ≤ 0.01; ***P ≤ 0.001; NS, not significant as determined using one-way ANOVA with Tukey’s HSD test compared with the virus group. f, Comparison of virus-induced histology changes in mouse lung tissues after receiving the indicated oral daily doses of RAY1216 or PF-07321332 (n = 3). Histology examples of no virus (NC) and virus (Virus) controls are included for comparison.

Source data

Extended Data Fig. 2. Virus inhibition by RAY1216 and PF-07321332.

Extended Data Fig. 2

a, Virus inhibition dose–response curves of RAY1216 as assessed by cytopathic effect (CPE) inhibition assay. b and c, virus inhibition dose–response curves of PF-07321332 as assessed by plaque reduction or CPE inhibition assay. All data points are shown as mean ± SD, n = 3.

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Extended Data Fig. 3. Inhibition of SARS-CoV-2 variants by RAY1216 and PF-07321332 as assessed by qPCR.

Extended Data Fig. 3

Viral gene in the supernatants of Vero E6 cell infected by wildtype (a), Alpha (b), Beta (c), Delta (d), Omicron BA.1 (e) and Omicron BA.5 (f) SARS-CoV-2 authentic viruses in the presence of different concentrations of RAY1216/PF-07321332 was measured by quantitative real-time PCR assay (mean±SD, n = 3). *P ≤ 0.05; **P ≤ 0.01; ***P ≤ 0.001; NS, not significant as determined by one-way ANOVA analysis of variance with Tukey’s honest significant difference (HSD) test compared with the virus group.

Source data

We further characterized the protective effect of RAY1216 against virus infection in a human ACE2 (K18-hACE2) transgenic mouse model47. Mice were intranasally challenged with lethal doses (105 plaque forming units (PFU)) of SARS-CoV-2 (Delta variant), and the protective effect of RAY1216 was assessed. The mortality of the mice in the untreated virus-infected group was 100% at 5 days post-infection. RAY1216 administered at three different doses (600 mg kg−1 d−1, 300 mg kg−1 d−1 and 150 mg kg−1 d−1) was able to protect mice infected with SARS-CoV-2 by 100%, 43% and 14%, respectively (Fig. 4b). This result suggests that treatment with RAY1216 effectively prolonged survival of mice infected with SARS-CoV-2. To examine the effect of RAY1216 on lung virus titre and pathology, a separate set of experiments was performed with a non-lethal dose of virus inoculum (103.5 PFU). Mice treated with RAY1216 (600 mg kg−1 d−1 and 300 mg kg−1 d−1) had significantly decreased lung viral titres compared with the infection-only group (Fig. 4c–e). Compared with the infection-only group, the group treated with RAY1216 (600 mg kg−1 d−1) was able to reduce lung virus titre by more than 1 log unit. This effect may be slightly weaker for RAY1216 compared with PF-07321332 under the same experimental set-up (Fig. 4d,e), but the difference is not statistically significant. The lung histopathology of infected mice, compared with that of infected mice treated with RAY1216, shows that RAY1216 administered at 600 mg kg−1 d−1 and 300 mg kg−1 d−1 reduced virus-induced pathology (Fig. 4f). RAY1216 administered at a dose of 600 mg kg−1 d−1 provided a similar level of protection against lung tissue inflammation injury to that observed with PF-07321332 (Fig. 4f).

Pharmacokinetics of RAY1216

Pharmacokinetics can substantially influence drug therapeutic efficacy. We examined the stability of RAY1216 in plasmas of different species (Extended Data Fig. 4). RAY1216 shows good stability in mouse and rat plasmas; more than 80% of RAY1216 is retained after 2 h of incubation, and only a very small fraction (2.6–4%) of the drug exhibits epimerization at the P1 stereocentre. In cynomolgus monkey and human plasmas, 60% and 70% of RAY1216 are retained after 2 h of incubation and P1 epimerization accounts for 13% and 11% of drug concentration loss. In beagle dog plasma, only 39% of RAY1216 is retained and P1 epimerization accounts for 52% of RAY1216 concentration loss after 2 h of incubation (Extended Data Table 3).

Extended Data Fig. 4. Stability of RAY1216 in plasmas of different species.

Extended Data Fig. 4

Data points showing natural log of fraction remaining are plotted as a function of time. Lines show linear regression of the data points for each plasma.

Source data

Extended Data Table 3.

Stability of RAY1216 and formation of the P1 R-epimer ‘RAY1216-E’ in plasmas of different species

graphic file with name 41564_2024_1618_Tab3_ESM.jpg

Percentage (%) remaining of RAY1216 and percentage (%) formation of RAY1216-E at different time points in plasmas of different species are reported. Half-lives (T1/2) of RAY1216 in plasmas of different species are reported in minutes (min).

Source data

We next examined in vivo pharmacokinetics of RAY1216 and PF-07321332 in head-to-head experiments in mice and rats (Fig. 5). Following intravenous (i.v.) administration, RAY1216 has plasma clearance rates in the range of 7.2–10 ml min−1 kg−1 (compared with 35–54 ml min−1 kg−1 for PF-07321332) and elimination half-lives in the range of 3.3–4.8 h (compared with 0.3–1.2 h for PF-07321332) giving total drug exposure integrated over time (as represented by the area under the curve up to the last quantifiable time point, AUC0–last) in the range of 3,400–7,000 h ng ml−1 (compared with 940–1,500 h ng ml−1 for PF-07321332). Following oral (p.o.) administration, RAY1216 has elimination half-lives ranging between 1.8 h and 3.5 h (compared with 0.7–1.1 h for PF-07321332) giving total drug exposure integrated over time (AUC0–last) in the range of 5,300–9,200 h ng ml−1 (compared with 810–2,200 h ng ml−1 for PF-07321332) (Extended Data Table 4). These PK characteristics represent an improvement over PF-07321332, which is associated with faster plasma clearance and shorter elimination half-lives under equivalent conditions in mouse and rat models.

Fig. 5. Plasma concentrations of RAY1216 and PF-07321332 after i.v. injection dosing and gavage (p.o.) dosing in mouse and rat models.

Fig. 5

a, The pharmacokinetics in the mouse models. b, The pharmacokinetics in the rat models. In each dosing experiment, male (circles and diamonds) and female (squares and triangles) animal groups were tested. Each group consisted of five animals, and the data of each animal are shown with group average values connected by lines. The red dashed lines represent the lower limit of quantitation (LLOQ, 1 ng ml−1) of plasma drug concentration.

Source data

Extended Data Table 4.

Pharmacokinetic parameters of RAY1216 and PF-07321332 after intravenous injection (i.v.) dosing and gavage (p.o.) dosing in mouse and rat models

graphic file with name 41564_2024_1618_Tab4_ESM.jpg

Data are shown as mean ± SD (n = 5).

Source data

We performed further PK experiments in K18-hACE2 transgenic mice under the same dosing condition (600 mg kg−1 d−1, p.o.) used for antiviral animal experiments (Supplementary Fig. 13). Under this condition, RAY1216 gives a total drug exposure integrated over time (AUC0–last) of 140,000 h ng ml−1, which is ~6 times that of PF-07321332 (23,000 h ng ml−1) (Supplementary Table 8). Under this dosing condition, RAY1216 can maintain a plasma concentration above EC90 for at least 8 h. By contrast, PF-07321332 can maintain only a plasma concentration above EC90 for 4–5 h (Supplementary Fig. 13). The animal PK data indicate that RAY1216 may have a promising human PK profile.

Mpro mutants and RAY1216 inhibition

Since the emergence of Omicron variants, circulating SARS-CoV-2 strains have been carrying the P132H mutation48. We purified the P132H Mpro, and this enzyme was found to have a KM of 35 μM and a kcat of 0.18 s−1 similar to those of WT Mpro (KM = 31 μM, kcat = 0.12 s−1) (Supplementary Fig. 7 and Supplementary Tables 2 and 5). In enzyme inhibition assays involving P132H Mpro (Extended Data Fig. 5 and Supplementary Table 5), RAY1216 has a Ki of 8.4 nM and a tres of 76 min, while PF-07321332 has a Ki of 4.9 nM and a tres of 3 min. Differential scanning fluorimetry experiments show that the binding of RAY1216 and PF-07321332 increases P132H Mpro Tm by 20 °C and 10 °C, respectively (Extended Data Fig. 1b). Therefore, compared with WT Mpro inhibition, RAY1216 and PF-07321332 retain very similar enzyme inhibition characteristics towards P132H Mpro, consistent with a previous report on PF-07321332 (ref. 49) and consistent with the fact that both drugs retain a good antiviral effect towards Omicron variants.

Extended Data Fig. 5. Inhibition of P132H Mpro by RAY1216 and PF-07321332.

Extended Data Fig. 5

a, RAY1216 inhibition progress curves (dots) are overlaid with best-fit model curves; the residuals of the fits are shown. b, Plots of instantaneous reaction rates for the progress curves in panel a. c, PF-07321332 inhibition progress curves (dots) are overlaid with best-fit model curves; the residuals of the fits are shown. d, Plots of instantaneous reaction rates for the progress curves in panel c. See Enzyme kinetics section of Supplementary Information for details of data analysis procedures.

Source data

It has been reported that the use of PF-07321332 can induce Mpro mutations in both laboratory and clinical settings, although these mutations are yet to be widely found in circulating viruses50. Using a SARS-CoV-2 replicon system51, we investigated the inhibition of replicon-driven luciferase expression in human embryonic kidney (HEK) 293T cells by RAY1216 and PF-07321332 (Fig. 6a). RAY1216 and PF-07321332 are able to inhibit the replicon encoding WT Mpro with EC50 values of 50 nM and 33 nM. We further tested effects of selected Mpro single mutants50 G15S, M49L, F140L and ΔP168, and selected double mutants52 L50F/E166V and E166A/L167F, on the inhibition of both drugs. The single mutants reduce RAY1216 and PF-07321332 inhibition 2.4–12.8-fold, and each mutation affects both drugs to similar degrees (Extended Data Table 5). The double mutants have a weaker effect on RAY1216 inhibition, reducing inhibition 4.7–6.5-fold. For comparison, E166A/L167F reduces PF-07321332 inhibition 16.4-fold and L50F/E166V reduces PF-07321332 inhibition at least 150-fold (Extended Data Table 5). Among these mutations, positions 49, 140, 166 and 167 are in direct contact with RAY1216 by either hydrophobic interaction or hydrogen bonding. The other tested mutation sites are in the direct vicinity of the Mpro catalytic pocket where both RAY1216 and PF-07321332 bind (Fig. 6b).

Fig. 6. Inhibition of SARS-CoV-2 replicons in 293T cells.

Fig. 6

a, Dose–response curves of replicon inhibition by RAY1216 and PF-07321332. Percentage inhibition (mean ± s.d., n = 3) of replicons bearing indicated Mpro mutations was assessed by measuring replicon-expressed luciferase activity. b, Tested mutation positions mapped onto the RAY1216:Mpro inhibition complex structure. Hydrogen bonds between RAY1216 and mutated residues are indicated by dashed lines; transparent surfaces mark residues engaging hydrophobic contact to RAY1216.

Source data

Extended Data Table 5.

Inhibition titres (EC50) of RAY1216 and PF-07321332 in SARS-CoV-2 replicon assays

graphic file with name 41564_2024_1618_Tab5_ESM.jpg

The EC50 values are shown as mean ± SD (n = 3) for three biologically independent SARS-CoV-2 replicon assay experiments; fold changes relative to EC50 values determined against the replicon encoding WT Mpro are shown in the parentheses.

Source data

Discussion

In this study, we characterize the inhibition of SARS-CoV-2 Mpro by RAY1216, an optimized peptidomimetic inhibitor. We find that, probably due to more stable interaction with Mpro, RAY1216 possesses superior drug-target residence time, when compared with PF-07321332 (nirmatrelvir), the active antiviral component in Paxlovid. It has recently emerged that drug-target residence time is an important parameter to optimize for drug efficacy39,53,54. We further report that RAY1216 has better pharmacokinetic properties compared with PF-07321332. Improved pharmacokinetic properties may allow RAY1216 to be used without ritonavir, which is known to have significant unwanted drug–drug interactions. However, PF-07321332 is slightly favoured over RAY1216 in reducing mouse lung viral titre. These results suggest that the drug-target residence time alone, as determined in biochemical kinetic assays, cannot solely dictate pharmacological efficacy. RAY1216 has completed its phase III clinical trial as a single-component drug55, and it has been approved by the National Medical Products Administration of China for COVID-19 treatment with the generic drug name ‘leritrelvir’. Despite its successful entry into clinical use, our results show that RAY1216, as with all antiviral drugs, is facing significant challenges posed by drug resistance mutations. Further investigations of resistance mechanisms, in particular those that are specific to the Mpro enzyme, should help the development of future Mpro inhibitors as therapeutic agents.

Methods

Ethics statement

The antiviral studies were performed in the Guangzhou Customs District Technology Center Biosafety Level 3 (BSL-3) Laboratory and approved by the Guangzhou Medical University Ethics Committee of Animal Experiments (Institutional Animal Care and Use Committee (IACUC) certificate number GZL0008). The pharmacokinetic studies were approved by the IACUC of Precedo Pharmaceuticals. The IACUC numbers for rat and mouse (including Institute of Cancer Research (ICR) mouse and K18-hACE2 mouse) pharmacokinetic studies are IACUC-20230303-2 and IACUC-20230303-3, respectively. All plasmas used in the RAY1216 plasma stability experiment are from commercial sources. All experiments complied with the relevant ethical regulations.

Statistical analysis

The sample sizes were predetermined according to previous studies16,47. The experiments were not randomized, and investigators were not blinded to allocation during experiments and outcome assessments.

Chemical synthesis and characterization of RAY1216

RAY1216 was synthesized through an 11-step process. The synthesized RAY1216 was characterized using NMR spectroscopy, infrared spectroscopy and mass spectrometry. The absolute configuration of the synthesized RAY1216 was confirmed using X-ray crystallography. Details of RAY1216 chemical synthesis and characterization are described in Supplementary Information.

Recombinant protein production

Based on a previous study21, a construct encoding SARS-CoV-2 Mpro (ORF1ab 3264-3569, GenBank code MN908947.3) was subcloned into the pGEX-6p-1 vector between the BamHI and XhoI restriction sites with extra C-terminal extension encoding a human rhinovirus 3C enzyme recognition site linked to a 10×His tag. The resulting wild-type and P132H mutant construct was verified by DNA sequencing. The construct plasmid was transformed into BL21 (DE3) Escherichia coli cells (Vazyme, number C504-02/03), and scale-up expression (~6 l) was started from a single colony in lysogeny broth medium supplemented with 100 μg ml−1 of ampicillin at 37 °C. The cells were induced with 0.5 mM isopropyl β-d-1-thiogalactopyranoside when the optical density at 600 nm reached 0.8. Cells were allowed to grow post-induction for 20 h at 16 °C.

The cells were collected through centrifugation, and the cell pellet was lysed in the lysis buffer (20 mM Tris, pH 7.8, 150 mM NaCl, 10 mM imidazole) through sonication on ice. The cell lysate was cleared using high-speed centrifugation (20,000 × g at 4 °C for 1 h). The supernatant was mixed with Ni-NTA resin for ~2 h at 4 °C on a shaker. The Ni-NTA resin was washed with two buffers of different imidazole concentrations (20 mM Tris, pH 7.8, 150 mM NaCl, 20 mM/50 mM imidazole) each for over 30 resin volumes to remove contaminants. The target protein was eluted by the elution buffer (20 mM Tris, pH 7.8, 150 mM NaCl, 500 mM imidazole). Human rhinovirus 3C enzyme, 400 U, was added into the eluted protein to remove the C-terminal histidine tag, and the mixture was dialyzed at 4 °C overnight in dialysis buffer (20 mM Tris, pH 7.8, 150 mM NaCl, 1 mM DTT) using a dialysis bag with a molecular weight cut-off of 10 kDa. The dialyzed mixture was reloaded onto the Ni-NTA resin, and His-tag-free target protein was collected from the flow-through.

As the expressed Mpro contains the native Mpro cleavage sequence ‘SAVLQ/SGFRK’ found between Nsp4 and Nsp5 (Mpro) in the SARS-CoV-2 Nsp polyprotein (the slash indicates the Mpro cleavage site) near the N-terminus, Mpro auto-cleaving activity generates an authentic N-terminus during protein expression. Purified Mpro was concentrated by a 10 kDa molecular weight cut-off Amicon Ultra 50 centrifugal filters (Merck Millipore) at 4 °C to ~10 mg ml−1. Concentrated protein was either used for crystallization without freezing or flash frozen in liquid nitrogen and stored under −80 °C.

Enzyme kinetic assay and analysis

The enzyme assays were performed in enzyme kinetic buffer (20 mM Tris pH 7.8, 150 mM NaCl, 1 mM DTT and 100 μg ml−1 bovine serum albumin) using Dabcyl-KTSAVLQ/SGFRKME-Edans (Beyotime, number P9733; ‘/’ indicates the Mpro cleavage site) as the substrate. The reactions were carried out in 96-well black flat-bottom plates with a final reaction volume of 200 μl. A 10 s plate-shaking procedure was used before the data collection. The fluorescent signal by enzyme cleavage of the substrate was monitored on a Molecular Devices FlexStation 3 reader with filters for excitation at 340 nm and emission at 490 nm at 20 °C. The data were recorded using SoftMax Pro 7.0 Software. Minimal data point collection interval time was set to collect as many data points as possible. Enzyme kinetic assay results were analysed using the software package DynaFit36,37 using methods detailed in ‘Enzyme kinetics’ in Supplementary Information.

Thermal stability assay

Mpro protein, 6 μM, was preincubated with 12 μM PF-007321332 or RAY1216 in reaction buffer PBS (containing 0.1% DMSO) at 16 °C for 30 min. The apo Mpro control experiment was performed with 6 μM Mpro protein in PBS (containing 0.1% DMSO). The SYPRO orange dye (Sigma, number 5692) was added to a final concentration of 5×. The final reaction volume was 20 μl. The fluorescence of the tube was monitored under a temperature gradient range from 25 °C to 94 °C with 0.5 °C min−1 incremental step in a real-time PCR machine. The raw fluorescence data were normalized to the highest value in each melting curve, and the normalized fluorescence curves were fitted to a Boltzmann equation to estimate the melting temperature Tm (the midpoint of the unfolding transition) in GraphPad Prism 8.0.

Mpro crystallization and crystal soaking

Apo Mpro crystals were crystallized by mixing 1 μl of freshly purified Mpro (without freezing) at 10 mg ml−1 with 1 μl crystallization solution (0.1 M MES monohydrate pH 6.5, 12% w/v polyethylene glycol 20,000) using the hanging drop vapor diffusion method at 16 °C. Crystals normally grew overnight. The apo crystals were flash frozen in cryoprotection solution (0.1 M MES monohydrate pH 6.5, 12% w/v polyethylene glycol 20,000, 40% glycerol) using liquid nitrogen. To obtain RAY1216 soaked crystals, apo crystals were transferred into the crystallization solution supplemented with 6.6 mM RAY1216 and 3% DMSO (from the RAY1216 solution). The crystals were soaked for ~10 min at 16 °C. Finally, the crystals were briefly soaked in cryoprotection solution (0.1 M MES monohydrate pH 6.5, 12% w/v polyethylene glycol 20,000, 40% glycerol) supplemented with 6.6 mM RAY1216 before being frozen in liquid nitrogen.

Data collection and structure determination

Single-crystal X-ray diffraction data were collected on beamline BL19U1 at the Shanghai Synchrotron Radiation Facility at 100 K using an Eiger X 16M hybrid-photon-counting detector. Data integration and scaling were performed using the XDS software (BUILT 20220220)56. Structures were determined by molecular replacement using the Phaser MR 2.8.3 (ref. 57) programme in CCP4 7.1.018 (ref. 58), with a SARS-CoV-2 Mpro structure7 (Protein Data Bank (PDB) code 7VH8) as the search model. Iterative manual model building was carried out in Coot 0.9.6 (ref. 59). Final structures were refined with Refmac 5.8.0267 (ref. 60). The data collection and structure refinement statistics are summarized in Supplementary Table 6.

Cell lines and virus strains

African green monkey kidney epithelial (Vero E6) cells and HEK293T cells were purchased from the American Type Culture Collection and cultured in Dulbecco’s modified Eagle’s medium (DMEM, Gibco) supplemented with 10% fetal bovine serum (FBS; Gibco), 100 μg ml−1 streptomycin (Gibco) and 100 U ml−1 penicillin (Gibco). SARS-CoV-2 and its variants, namely, Alpha (B.1.1.7), Beta (B.1.351), Delta (B.1.617.2), Omicron BA.1 (B.1.1.529), Omicron BA.5 (BA.5.2) and Omicron XBB.1.9.1, were isolated from clinical samples and were deposited at the First Affiliated Hospital of Guangzhou Medical University. Viruses were propagated as previously described61, the viruses were aliquoted and stored at −80 °C, and the titres of cultured viruses were estimated as 50% tissue culture infective doses (TCID50) using the Reed–Muench method.

Cytotoxicity and cytopathic effect inhibition assays

The CC50 for RAY1216 in Vero E6 cells was determined using the MTT (3-(4,5-dimethylthazolk-2-yl)-2,5-diphenyl tetrazolium bromide) assay62. Different dilutions of RAY1216 and PF-07321332 were incubated with Vero E6 cells (5 × 104 cells per well) in 96-well plates for the cytotoxicity assay, and the concentrations of RAY1216 and PF-07321332 causing 50% cell death were determined as the CC50 value. The 50% inhibition concentration (EC50) of the virus-induced cytopathic effect (CPE) was used to investigate the efficacy of RAY1216 and PF-07321332 against SARS-CoV-2. A monolayer of Vero E6 cells was inoculated with 100 TCID50 of SARS-CoV-2 wild type or variant strain at 37 °C for 2 h. After removal of the inoculum, the cells were incubated with DMEM containing different concentrations of RAY1216 or PF-07321332, 2% FBS and 2 μM P‑glycoprotein (P‑gp) inhibitor, CP-100356. Infected cells were observed under a microscope after 72 h of incubation to assess the CPE. Dose–response curves were plotted as CPE versus log(inhibitor concentrations). The EC50 and EC90 were estimated using regression analysis in IBM SPSS Statistics software version 25.0. The selectivity indices were determined using the ratio of CC50 to EC50.

Plaque-reduction assay

Vero E6 cells at a density of 2 × 105 cells per well were incubated overnight as a monolayer of cells in 12-well plates. After being rinsed with PBS, the cells were incubated with 100 TCID50 of SARS-CoV-2 wild type or variant strains for 2 h. The inoculum was removed, and the cells were overlaid with 1 ml of 0.8% agar formulated in DMEM containing different concentrations of RAY1216 or PF-07321332, 2% FBS and 2 μM P‑gp inhibitor, CP-100356. Plaque-reduction assay was performed in triplicates. The plates were placed upside down in 37 °C for 72 h of incubation. The plates were fixed with 4% formalin for 30 min. The overlays were then removed and stained with 0.1% crystal violet for 3 min. The plaques were visualized and counted. The percentage inhibition at each indicated drug concentration was normalized against the virus control, and dose–response curves were plotted as percentage inhibition versus log(inhibitor concentrations). The EC50 and EC90 were estimated using regression analysis in IBM SPSS Statistics software version 25.0.

Virus inhibition assay by quantitative PCR

A total of 2 × 105 Vero E6 cells per well were seeded in 12-well plates in DMEM supplemented with 10% FBS and cultured for 24 h at 37 °C. The cells were washed twice with PBS before the addition of 500 μl inoculum containing 100 TCID50 SARS-CoV-2 virus. The control wells were set up with DMEM containing 2% FBS. After incubation at 37 °C for 2 h, the inoculum was removed. The cells were incubated with DMEM containing different concentrations of RAY1216 or PF-07321332, 2% FBS and 2 μM P‑gp inhibitor, CP-100356. The virus control wells were replaced with medium containing 2% FBS and 2 μM CP-100356, but without inhibitor. The supernatants were collected after 48 h for real-time quantitative PCR assay to assess viral gene expression. The viral RNA was extracted and reverse transcribed to obtain cDNA as the quantitative PCR template. quantitative PCR was performed using a probe specific to the SARS-CoV-2 ORF1ab-N gene (TIANDZ). Amplification was carried out on an ABI PRISM 7500 real-time PCR System (Applied Biosystems) using PCR cycles: 95 °C, 5 min, and 45 cycles of 95 °C, 10 s; 60 °C, 60 s; and 72 °C 30 s. The viral gene expression levels from different wells were normalized to the control wells as fold changes. Statistical significance between different drug concentrations was assessed using one-way analysis of variance (ANOVA) with Tukey’s honest significant difference (HSD) test in IBM SPSS statistics software version 25.0.

Antiviral and anti-inflammatory activity of RAY1216 in the mouse model

All antiviral experiments using animals passed the ethical review and were performed in strict accordance with the National Research Council Criteria and the Chinese Animal Protection Act. Female human ACE2 transgenic C57BL/6 (K18-hACE2 transgenic) mice47,63, 5 to 6 weeks old and weighing 18–22 g, were acquired from GemPharmatech and housed under specific pathogen-free (SPF) conditions at the Guangzhou Customs District Technology Center Biosafety Level 3 (BSL-3) Laboratory, and the housing environment had controlled temperature (20–26 °C), humidity (40–70%) and lighting conditions (12 h light and 12 h dark cycles). The animals were fed every day with fodder purchased from the Beijing Keao Xieli Feed, and the general quality standards, hygienic standards and conventional nutritional ingredient index requirements in feeds were tested in accordance with GB14924.2-2001 and GB14924.3-2010 standards. The mice were randomly divided into six groups (n = 7): the control group, the group infected with SARS-CoV-2 virus (Delta variant (B.1.617.2)), treatment groups of three different RAY1216 concentrations (600 mg kg−1 d−1, 300 mg kg−1 d−1, 150 mg kg−1 d−1), and a PF-07321332 treatment group (600 mg kg−1 d−1). Mice were anesthetized by inhalation of 5% isoflurane, and each mouse was inoculated with 50 μl PBS containing a lethal dose of 105 PFU SARS-CoV-2 (Delta variant) for the infected groups. For the control group, 50 µl PBS was administered intranasally. Then, 2 h after infection, the infected mice were intragastrically administered with RAY1216 (600 mg kg−1 d−1, 300 mg kg−1 d−1, 150 mg kg−1 d−1), PF-07321332 (600 mg kg−1 d−1) or PBS daily for 5 days. The weight change and mortality of the mice in each group were recorded daily for 5 days. To measure lung virus titres and to examine lung pathology, a separate set of experiments was performed under the same grouping and conditions except that each mouse was inoculated with a non-lethal dose of 103.5 PFU SARS-CoV-2 (Delta variant) for the infected groups. At 3 days and 5 days post-infection, the mice were killed, and lung tissues were collected to measure virus titres and to examine lung pathology.

Stability of RAY1216 and epimerization of RAY1216

To understand the epimerization of RAY1216 at the P1 stereocentre, RAY1216-E (R-epimer of RAY1216 at P1) was synthesized using the described method for RAY1216 (Supplementary Fig. 1), except that ‘methyl-(R)-2-((tert-butoxycarbonyl)amino)-3-((S)-2-oxopyrrolidin-3-yl)propanoate’ was used as the starting material instead of RAY1216-1 to generate the P1 R-epimer of RAY1216. A 100 μM DMSO solution of RAY1216-E was prepared as the standard for liquid chromatography with tandem mass spectrometry (LC–MS/MS) analysis.

The stability of RAY1216 was evaluated in plasmas of five species. CD-1 mouse plasma and Sprague Dawley (SD) rat plasma were purchased from Vital River Laboratories. Cynomolgus monkey plasma was purchased from Xishan Zhongke Laboratory Animal. Beagle dog (#CAN00PLK2Y2N) and human (#HUMANPLK2P2N) plasmas were purchased from BioIVT. Pooled frozen plasma was thawed in a water bath at 37 °C before clots were removed by centrifugation. Then, 2 μl of 100 μM RAY1216 DMSO solution was added to 98 μl plasma in 96-well plates. Reaction plates were incubated at 37 °C, after 0 min, 10 min, 30 min, 60 min and 120 min of incubation; 300 μl stop solution (acetonitrile containing 100 ng ml−1 of six internal standards: dexamethasone, glyburide, tolbutamide, verapamil, labetalol, celecoxib) was added to each well with mixing to precipitate protein that was removed by centrifugation. The RAY1216-E sample was prepared in the same way without incubation (0 min) to be used as the elution time and concentration analysis standard in LC–MS/MS. Subsequently, 10 μl of the supernatant was analysed on an LC–MS/MS system (AB Sciex API 4000 + UPCC) attached to a Chiralpak OX3R column (100 mm, 4.6 mm, 3 µm). The concentration of RAY1216 or RAY1216-E was estimated using peak area ratio normalized to that of RAY1216 or RAY1216-E at 0 min. Half-life was calculated from the elimination rate constant estimated from a plot of Ln %Remaining/100 versus incubation time.

Animals in preclinical pharmacokinetic studies

The ICR mice and SD rats of SPF grade were purchased from Vital River Laboratories. All animal care and experimental procedures in pharmacokinetic studies were implemented in accordance with approved guidelines. All the animals were fed every day with the fodder purchased from Wuhan WQJX Bio-Technology and housed in controlled temperature (20–26 °C), humidity (40–70%) and lighting (12 h light and 12 h dark cycles) conditions. The PK parameters were calculated using Phoenix WinNonlin software (version 8.2.0).

Mouse pharmacokinetics

Pharmacokinetic properties of RAY1216 and PF-07321332 following a single dose of 3 mg kg−1 i.v. and a single dose of 10 mg kg−1 p.o. were examined in ICR mice. Five male mice and five female mice were included in the experimental group for each administration mode and each compound. The mice in the p.o. group were fasted overnight before administration; the p.o. formulation contained ‘30% PEG400, 10% Solutol HS15, 2% Tween-80, 58% water’, and the mice were fed 4 h post-dose. Blood samples were taken from the cheek at 0.083, 0.25, 0.5, 1, 2, 4, 6, 8 and 24 h after dosing and collected into tubes containing sodium heparin. Plasma samples were obtained through centrifugation (6,000 × g at 4 °C for 3 min) and were stored frozen at −80 °C before LC–MS/MS analysis.

Rat pharmacokinetics

The pharmacokinetic properties of RAY1216 and PF-07321332 following a single dose of 2 mg kg−1 i.v. and a single dose of 10 mg kg−1 p.o. were examined in SD rats. A total of five male rats and five female rats were included in the experimental group for each administration mode and each compound. The rats in the p.o. group were fasted overnight before administration; the p.o. formulation was the same as that of the mice, and the rats were fed 4 h post-dose. Blood samples were taken via jugular vein cannula at 0.083, 0.25, 0.5, 1, 2, 4, 6, 8 and 24 h after dosing and collected into tubes containing sodium heparin. Plasma samples were obtained and stored in the same manner as described in the mouse section above.

K18-hACE2 mouse pharmacokinetics

To evaluate the pharmacokinetics of RAY1216 and PF-07321332 in the K18-hACE2 mouse, RAY1216 and PF-07321332 groups were set up and each group had five SPF-grade female 6-week-old K18-hACE2 mice (purchased from GemPharmatech). Each mouse was administrated with a single dose of 600 mg kg−1 RAY1216 or PF-07321332 p.o. daily for 5 days (the same dose used in the antiviral animal experiment). On the fifth day, blood samples were taken from the cheek at 0.083, 0.25, 0.5, 1, 2, 4, 6, 8 and 24 h. The blood samples were processed and analysed with the same protocol as the ICR mouse samples.

LC–MS/MS analysis of mouse plasma samples

For the mouse pharmacokinetic studies, 20 μl plasma samples (the blank sample used 20 μl blank plasma) were mixed with 200 μl of 50% methanol acetonitrile solution (50 ng ml−1 tolbutamide in MeOH); a double blank sample was prepared with 200 μl 50% methanol acetonitrile solution. Samples were centrifugated at 1,790 × g for 10 min at 4 °C. Then, 100 μl of the supernatant was transferred to a clean tube to which 100 μl water was added. The calibration standards were prepared by spiking different concentrations of RAY1216 or PF-07321332 with blank plasma. The concentrations of RAY1216 and PF-07321332 were determined using LC–MS/MS (Triple Quad 5500+).

RAY1216 samples were separated using a Synergi 4 µm Fusion-RP 80A LC column 50 × 2 mm at a temperature of 40 °C. The gradient mode consisted of mobile phases A (0.1% formic acid in water) and B (acetonitrile) as follows: 0.40 min (85% A and 15% B), 1.10 and 1.60 min (2% A and 98% B), and 1.61 and 2.20 min (85% A and 15% B). The flow rate was 0.7 ml min−1. Prepared samples, 3 μl, were injected for analysis. PF-07321332 samples were separated using a Synergi 4 µm Fusion-RP 80A LC column 50 × 2 mm at a temperature of 40 °C. The gradient mode consisted of mobile phases A (0.1% formic acid in water) and B (acetonitrile) as follows: 0.20 min (80% A and 20% B), 1.60 and 1.90 min (5% A and 95% B), and 1.91 and 2.20 min (80% A and 20% B). The flow rate was 0.7 ml min−1. Prepared samples, 3 μl, were injected for analysis.

LC–MS/MS analysis of rat plasma samples

For the rat pharmacokinetic study, 50 μl RAY1216 plasma samples (the blank sample used 50 μl blank plasma) were mixed with 500 μl of 50% methanol acetonitrile solution (50 ng ml−1 tolbutamide in MeOH); a double blank sample was prepared with 500 μl 50% methanol acetonitrile solution. Then, 40 μl PF-07321332 plasma samples (the blank sample used 40 μl blank plasma) were mixed with 400 μl of 50% methanol acetonitrile solution (50 ng ml−1 tolbutamide in MeOH); a double blank sample was prepared with 400 μl 50% methanol acetonitrile solution. All the samples were centrifugated at 1,790 × g for 10 min at 4 °C. Subsequently, 100 μl of the supernatant was transferred to a clean tube to which 100 μl water was added. The calibration standards were prepared by spiking different concentrations of RAY1216 or PF-07321332 with blank plasma. The concentrations of RAY1216 and PF-07321332 were determined using LC–MS/MS (Triple Quad 6500+).

RAY1216 samples were separated using a Waters XBridge BEH C4 2.5 µm column with a temperature of 40 °C. The gradient mode consisted of mobile phases A (0.1% formic acid in water) and B (acetonitrile) as follows: 0.20 min (92% A and 8% B), 0.60 min (45% A and 55% B), 1.60 min and 1.90 min (2% A and 98% B), and 1.91 min and 2.20 min (92% A and 8% B). The flow rate was 0.8 ml min−1. Prepared samples, 2 μl each, were injected for analysis. PF-07321332 samples were separated using a Synergi 4 µm Fusion-RP 80A LC column 50 × 2 mm with a temperature of 40 °C. The gradient mode consisted of mobile phases A (0.1% formic acid in water) and B (acetonitrile) as follows: 1.60 min and 1.90 min (5% A and 95% B), and 1.91 min and 2.20 min (80% A and 20% B). The flow rate was 0.8 ml min−1. Prepared samples, 1 μl, were injected for analysis.

SARS-CoV-2 replicon inhibition assay

A previously described SARS-CoV-2 replicon system was used51. Briefly, the gene encoding wild-type or mutant Mpro was cloned into the ps2AC vector expressing Nsp5 (Mpro). ps2V (0.1 μg), ps2AN (0.05 μg), ps2AC (0.4 μg) and ps2B (0.4 μg) were co-transfected into HEK293T cells (cell density: 6.5 × 104 cm−2) seeded in a 12-well plate. Then, 24 h after transfection, the cells were washed with PBS before the medium containing RAY1216 or PF-07321332 at different concentrations was added. Luciferase assay was performed 24 h after drug addition. Percentage inhibition was normalized to the luciferase activity of the DMSO control wells. Dose–response curves were plotted in GraphPad Prism 8.0 and were fit to a four-parameter variable-slope dose–response equation.

Reporting summary

Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.

Supplementary information

Supplementary Information (13.1MB, pdf)

Supplementary Discussion, Figs. 1–13, Tables 1–8 and References.

Reporting Summary (2.3MB, pdf)
Peer Review File (552.7KB, pdf)
Supplementary Data 1 (178.4KB, pdf)

1H NMR.

Supplementary Data 2 (197.4KB, pdf)

13C NMR.

Supplementary Data 3 (159.4KB, pdf)

19F NMR.

Supplementary Data 4 (63KB, xlsx)

Determination of the molar response coefficient of the fluorescent Dabcyl-EDANS cleavage product.

Supplementary Data 5 (58.3KB, xlsx)

Substrate-only progress curves of WT Mpro and P132H Mpro fit to the Michaelis–Menten reaction mechanism.

Supplementary Data 6 (38.4KB, xlsx)

Inhibition of WT Mpro by PF-07321332.

Supplementary Data 7 (39.8KB, xlsx)

Inhibition of WT Mpro by RAY1216.

Supplementary Data 8 (559.5KB, pdf)

Validation report of the apo Mpro crystallographic data.

Supplementary Data 9 (1.4MB, pdf)

Validation report of the RAY1216:Mpro complex crystallographic data.

Supplementary Data 10 (9.2KB, xlsx)

Cytotoxicity of RAY1216 in Vero E6 cells.

Supplementary Data 11 (155.5KB, xlsx)

K18-mice 24 h plasma concentrations of RAY1216 and PF-07321332.

Source data

Source Data Fig. 2 (28.5KB, xlsx)

Statistical source data.

Source Data Fig. 3 (1.4MB, pdf)

Validation report of the crystallographic data.

Source Data Fig. 4 (17.6KB, xlsx)

Statistical source data.

Source Data Fig. 5 (574.6KB, xlsx)

Statistical source data.

Source Data Fig. 6 (43.9KB, xlsx)

Statistical source data.

Source Data Extended Data Fig. 1 (11.5KB, xlsx)

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Source Data Extended Data Fig. 2 (14.7KB, xlsx)

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Statistical source data.

Acknowledgements

We thank the staff at beamline BL19U1 of the Shanghai Synchrotron Radiation Facility for assistance on data collection. We thank L. Hedstrom, Brandeis University, for helpful comments on an early version of the paper. This work was supported by the National Multidisciplinary Innovation Team Project of Traditional Chinese Medicine (ZYYCXTU-D-202206 to Z.Y.), National Natural Science Foundation of China (82341085 to X.X.; 82341099 to Z.Y.), Guangdong Science and Technology Foundation (2022B1111060003 to Z.Y.; 2022A1515010301 and 2020A1515111155 to Q.M.), Guangzhou Science and Technology Planning Project (2022B01W0001 and 202201020449 to Q.M.; 202201020523 to Z.Y.), Emergency Key Programme of Guangzhou Laboratory (EKPG21-06 to Z.Y.), R&D Program of Guangzhou Laboratory (SRPG22-002 and SRPG22-003 to X.X.; TL22-13 to Z.Y.), The Young Top Talent of Science and Technology Innovation Department of Guangdong Province (2021TQ060189 to Q.M.), Macao Science and Technology Development Fund (0022/2021/A1 to N.Z.), The Youth Lift Project of China Association for Science and Technology (2020-2022QNRC001 to Q.M.), Natural Science Fund of Guangdong Province (2021A1515011289 to X.X.) and National Key Research and Development Program of China (2021YFA1300903 to X.X.; 2021YFA1300904 to T.Z.; 2022YFC0868700 to Xiaoxin Chen). X.X. acknowledges start-up grants from the Chinese Academy of Sciences. The funders had no role in study design, data collection and analysis, decision to publish or preparation of the paper.

Extended data

Author contributions

Z.Y., X.X. and Xiaoxin Chen conceived the study under the direction of N.Z. Xiaoxin Chen, J.H., H.L., C.L., Z.Z. and S.-H.C. provided the Mpro inhibitors and collected chemical characterization data and in vivo and in vitro pharmacokinetic data. X.H. expressed and purified Mpro, and performed enzyme kinetic assays under the supervision of X.X. Q.M. performed virus inhibition assays in cell culture and animal models and prepared figures with assistance from B.L., H.J., W.Z., C.Y. and S.W. and under the supervision of Z.Y. S.Z. and J.C. performed replicon inhibition studies and prepared figures under the supervision of Xinwen Chen. P.K., X.H. and X.X. analysed enzyme kinetic data and prepared figures. X.H. and B.Z. obtained Mpro crystals and performed crystal soaking experiments under the supervision of X.X. J.X., X.H., B.Z., Y.S. and Y.G. performed Mpro crystal diffraction experiments and collected diffraction data under the supervision of Y.X. and J.L. X.H. determined the Mpro crystal structures and built molecular models with assistance from C.N. and L.X. and under the supervision of X.X. X.H. and X.X. analysed the Mpro crystal structures and prepared figures, with input from all authors. X.X., P.K., X.H., Q.M. and Xiaoxin Chen wrote the initial draft, which was reviewed and edited by Z.Y., S.-H.C., Z.X., J.S., T.Z., J.H. and W.D. N.Z., Xinwen Chen, X.X. and Z.Y. acquired funding and supervised the research.

Peer review

Peer review information

Nature Microbiology thanks Raul Andino and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Peer reviewer reports are available.

Data availability

The single-crystal X-ray structure of RAY1216 has been deposited in The Cambridge Crystallographic Data Centre (www.ccdc.cam.ac.uk, CCDC) with the CDS Entry number DIDVEV and CCDC number 2251675 (ref. 64). The data can be obtained free of charge from CCDC via www.ccdc.cam.ac.uk/data_request/cif. The coordinates and structure factors of Mpro crystal structures have been deposited in the Protein Data Bank (www.wwpdb.org) under accession numbers 8IGO (Apo Mpro) and 8IGN (RAY1216:Mpro). The raw LC–MS/MS data for each plasma sample from the SD rat, ICR mouse and K18-ACE2 mouse pharmacokinetic studies and the RAY1216 plasma stability data are available as Supplementary data. Source data are provided with this paper.

Competing interests

Xiaoxin Chen, J.H., H.L. and C.L. are employees of Guangdong Raynovent Biotech, which holds the patent of RAY1216. Guangdong Raynovent Biotech provided the RAY1216 molecule used in this study and was responsible for the chemical characterization of RAY1216 and the in vivo and in vitro pharmacokinetic studies. The Raynovent company is not involved in the interpretation of the other results reported in this study and provides no funding to the other parties. P.K. is the author and distributor of the software package DynaFit. DynaFit licenses are available free of charge to all academic, educational and non-profit research institutions. The other 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: Xiaoxin Chen, Xiaodong Huang, Qinhai Ma, Petr Kuzmič.

Contributor Information

Shu-Hui Chen, Email: chen_shuhui@wuxiapptec.com.

Nanshan Zhong, Email: nanshan@vip.163.com.

Xiaoli Xiong, Email: xiong_xiaoli@gibh.ac.cn.

Zifeng Yang, Email: jeffyah@163.com.

Extended data

is available for this paper at 10.1038/s41564-024-01618-9.

Supplementary information

The online version contains supplementary material available at 10.1038/s41564-024-01618-9.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Information (13.1MB, pdf)

Supplementary Discussion, Figs. 1–13, Tables 1–8 and References.

Reporting Summary (2.3MB, pdf)
Peer Review File (552.7KB, pdf)
Supplementary Data 1 (178.4KB, pdf)

1H NMR.

Supplementary Data 2 (197.4KB, pdf)

13C NMR.

Supplementary Data 3 (159.4KB, pdf)

19F NMR.

Supplementary Data 4 (63KB, xlsx)

Determination of the molar response coefficient of the fluorescent Dabcyl-EDANS cleavage product.

Supplementary Data 5 (58.3KB, xlsx)

Substrate-only progress curves of WT Mpro and P132H Mpro fit to the Michaelis–Menten reaction mechanism.

Supplementary Data 6 (38.4KB, xlsx)

Inhibition of WT Mpro by PF-07321332.

Supplementary Data 7 (39.8KB, xlsx)

Inhibition of WT Mpro by RAY1216.

Supplementary Data 8 (559.5KB, pdf)

Validation report of the apo Mpro crystallographic data.

Supplementary Data 9 (1.4MB, pdf)

Validation report of the RAY1216:Mpro complex crystallographic data.

Supplementary Data 10 (9.2KB, xlsx)

Cytotoxicity of RAY1216 in Vero E6 cells.

Supplementary Data 11 (155.5KB, xlsx)

K18-mice 24 h plasma concentrations of RAY1216 and PF-07321332.

Source Data Fig. 2 (28.5KB, xlsx)

Statistical source data.

Source Data Fig. 3 (1.4MB, pdf)

Validation report of the crystallographic data.

Source Data Fig. 4 (17.6KB, xlsx)

Statistical source data.

Source Data Fig. 5 (574.6KB, xlsx)

Statistical source data.

Source Data Fig. 6 (43.9KB, xlsx)

Statistical source data.

Source Data Extended Data Fig. 1 (11.5KB, xlsx)

Statistical source data.

Source Data Extended Data Fig. 2 (14.7KB, xlsx)

Statistical source data.

Source Data Extended Data Fig. 3 (15.9KB, xlsx)

Statistical source data.

Source Data Extended Data Fig. 4 (49KB, xlsx)

Statistical source data.

Source Data Extended Data Fig. 5 (150.4KB, xlsx)

Statistical source data.

Source Data Extended Data Table 1 (17.9KB, xlsx)

Statistical source data.

Source Data Extended Data Table 2 (10.3KB, xlsx)

Statistical source data.

Source Data Extended Data Table 3 (10.6KB, xlsx)

Statistical source data.

Source Data Extended Data Table 4 (11.3KB, xlsx)

Statistical source data.

Source Data Extended Data Table 5 (9.4KB, xlsx)

Statistical source data.

Data Availability Statement

The single-crystal X-ray structure of RAY1216 has been deposited in The Cambridge Crystallographic Data Centre (www.ccdc.cam.ac.uk, CCDC) with the CDS Entry number DIDVEV and CCDC number 2251675 (ref. 64). The data can be obtained free of charge from CCDC via www.ccdc.cam.ac.uk/data_request/cif. The coordinates and structure factors of Mpro crystal structures have been deposited in the Protein Data Bank (www.wwpdb.org) under accession numbers 8IGO (Apo Mpro) and 8IGN (RAY1216:Mpro). The raw LC–MS/MS data for each plasma sample from the SD rat, ICR mouse and K18-ACE2 mouse pharmacokinetic studies and the RAY1216 plasma stability data are available as Supplementary data. Source data are provided with this paper.


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