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1.
Future Med Chem ; 16(12): 1205-1218, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38989986

RESUMO

Aim: The purpose of this study is to design and synthesize a new series of sulfamethazine derivatives as potent neuraminidase inhibitors. Materials & methods: A sulfamethazine lead compound, ZINC670537, was first identified by structure-based virtual screening technique, then some novel inhibitors X1-X10 based on ZINC670537 were designed and synthesized. Results: Compound X3 exerts the most good potency in inhibiting the wild-type H5N1 NA (IC50 = 6.74 µM) and the H274Y mutant NA (IC50 = 21.09 µM). 150-cavity occupation is very important in determining activities of these inhibitors. The sulfamethazine moiety also plays an important role. Conclusion: Compound X3 maybe regard as a good anti-influenza candidate to preform further study.


[Box: see text].


Assuntos
Antivirais , Desenho de Fármacos , Inibidores Enzimáticos , Virus da Influenza A Subtipo H5N1 , Neuraminidase , Sulfametazina , Neuraminidase/antagonistas & inibidores , Neuraminidase/metabolismo , Sulfametazina/farmacologia , Sulfametazina/síntese química , Sulfametazina/química , Inibidores Enzimáticos/farmacologia , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Antivirais/farmacologia , Antivirais/síntese química , Antivirais/química , Virus da Influenza A Subtipo H5N1/efeitos dos fármacos , Virus da Influenza A Subtipo H5N1/enzimologia , Relação Estrutura-Atividade , Humanos , Estrutura Molecular , Simulação de Acoplamento Molecular
2.
Chem Biol Drug Des ; 103(1): e14360, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-37814809

RESUMO

A new series of flavonoids and quinolone derivatives were designed, synthesized and, evaluated for their biological activity. Among them, compound 14e showed better inhibition potency against TNKS2 in comparison with G007-LK, one of the most potent preclinical stage TNKS inhibitor. Molecular docking results showed that 14e occupied both the adenosine and nicotinamide pockets and formed a hydrogen bond with Met1054 of TNKS2. This study provides a lead for the design and discovery of potent and selective TNKS2 inhibitors.


Assuntos
Tanquirases , Simulação de Acoplamento Molecular , Tanquirases/química
3.
Micromachines (Basel) ; 14(6)2023 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-37374760

RESUMO

In recent years, digital computing in memory (CIM) has been an efficient and high-performance solution in artificial intelligence (AI) edge inference. Nevertheless, digital CIM based on non-volatile memory (NVM) is less discussed for the sophisticated intrinsic physical and electrical behavior of non-volatile devices. In this paper, we propose a fully digital non-volatile CIM (DNV-CIM) macro with compressed coding look-up table (LUT) multiplier (CCLUTM) using the 40 nm technology, which is highly compatible with the standard commodity NOR Flash memory. We also provide a continuous accumulation scheme for machine learning applications. When applied to a modified ResNet18 network trained under the CIFAR-10 dataset, the simulations indicate that the proposed CCLUTM-based DNV-CIM can achieve a peak energy efficiency of 75.18 TOPS/W with 4-bit multiplication and accumulation (MAC) operations.

4.
J Org Chem ; 88(11): 7483-7488, 2023 Jun 02.
Artigo em Inglês | MEDLINE | ID: mdl-37167344

RESUMO

A direct allylic C-H bond activation of α-methylstyrene derivatives with sulfonylhydrazines for the synthesis of allylic sulfones has been developed under exogenous oxidant- and metal-catalyst-free electrochemical conditions. Using the transfer of electrons in the current instead of a stoichiometric chemical oxidant, a series of valuable allylic sulfones were accessed with a wide substrate scope and excellent regioselectivity via radical coupling.

5.
Sci Transl Med ; 14(667): eabn7824, 2022 10 19.
Artigo em Inglês | MEDLINE | ID: mdl-36260690

RESUMO

Although combination therapy is the standard of care for relapsed/refractory non-Hodgkin's lymphoma (RR-NHL), combination treatment chosen for an individual patient is empirical, and response rates remain poor in individuals with chemotherapy-resistant disease. Here, we evaluate an experimental-analytic method, quadratic phenotypic optimization platform (QPOP), for prediction of patient-specific drug combination efficacy from a limited quantity of biopsied tumor samples. In this prospective study, we enrolled 71 patients with RR-NHL (39 B cell NHL and 32 NK/T cell NHL) with a median of two prior lines of treatment, at two academic hospitals in Singapore from November 2017 to August 2021. Fresh biopsies underwent ex vivo testing using a panel of 12 drugs with known efficacy against NHL to identify effective single and combination treatments. Individualized QPOP reports were generated for 67 of 75 patient samples, with a median turnaround time of 6 days from sample collection to report generation. Doublet drug combinations containing copanlisib or romidepsin were most effective against B cell NHL and NK/T cell NHL samples, respectively. Off-label QPOP-guided therapy offered at physician discretion in the absence of standard options (n = 17) resulted in five complete responses. Among patients with more than two prior lines of therapy, the rates of progressive disease were lower with QPOP-guided treatments than with conventional chemotherapy. Overall, this study shows that the identification of patient-specific drug combinations through ex vivo analysis was achievable for RR-NHL in a clinically applicable time frame. These data provide the basis for a prospective clinical trial evaluating ex vivo-guided combination therapy in RR-NHL.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Linfoma não Hodgkin , Humanos , Estudos Prospectivos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Recidiva Local de Neoplasia/tratamento farmacológico , Linfoma não Hodgkin/tratamento farmacológico , Combinação de Medicamentos
6.
Am J Hematol ; 97(9): 1159-1169, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35726449

RESUMO

With lowering costs of sequencing and genetic profiling techniques, genetic drivers can now be detected readily in tumors but current prognostic models for Natural-killer/T cell lymphoma (NKTCL) have yet to fully leverage on them for prognosticating patients. Here, we used next-generation sequencing to sequence 260 NKTCL tumors, and trained a genomic prognostic model (GPM) with the genomic mutations and survival data from this retrospective cohort of patients using LASSO Cox regression. The GPM is defined by the mutational status of 13 prognostic genes and is weakly correlated with the risk-features in International Prognostic Index (IPI), Prognostic Index for Natural-Killer cell lymphoma (PINK), and PINK-Epstein-Barr virus (PINK-E). Cox-proportional hazard multivariate regression also showed that the new GPM is independent and significant for both progression-free survival (PFS, HR: 3.73, 95% CI 2.07-6.73; p < .001) and overall survival (OS, HR: 5.23, 95% CI 2.57-10.65; p = .001) with known risk-features of these indices. When we assign an additional risk-score to samples, which are mutant for the GPM, the Harrell's C-indices of GPM-augmented IPI, PINK, and PINK-E improved significantly (p < .001, χ2 test) for both PFS and OS. Thus, we report on how genomic mutational information could steer toward better prognostication of NKTCL patients.


Assuntos
Infecções por Vírus Epstein-Barr , Linfoma Extranodal de Células T-NK , Intervalo Livre de Doença , Genômica , Herpesvirus Humano 4 , Humanos , Prognóstico , Estudos Retrospectivos
7.
Bioorg Med Chem ; 57: 116647, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-35121400

RESUMO

Neuraminidase (NA) is an important target in the development of anti-influenza virus drugs. Compounds containing 1,3, 4-oxadiazole heterocycles have good biological activity and have been proved to have wide applications in antibacterial and antiviral drugs. In this paper, a series of novel 1, 3, 4-oxadiazole neuraminidase inhibitors (6a-6l) were designed and synthesized and their inhibitory activities of NA was tested in vitro. The results displayed that compound 6d exerts the best inhibitory activity (IC50 = 0.027 µM), which was obviously lower than that of oseltamivir carboxylate (OSC) (IC50 = 0.082 µM). Molecular docking analysis showed that the 1, 3, 4-oxadiazole heterocycle plays crucial part in compound 6d, and it can interact with the key arginine triad (Arg118, Arg292 and Arg 371) at the NA S1 site. The good efficacy of 6d may also be attributed to the extension of the substituted aniline ring to the 150-cavitiy. The theoretical and experimental results may provide reference for development of new anti-influenza drugs.


Assuntos
Antivirais/farmacologia , Desenho de Fármacos , Inibidores Enzimáticos/farmacologia , Neuraminidase/antagonistas & inibidores , Orthomyxoviridae/efeitos dos fármacos , Oxidiazóis/farmacologia , Antivirais/síntese química , Antivirais/química , Relação Dose-Resposta a Droga , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Humanos , Testes de Sensibilidade Microbiana , Simulação de Acoplamento Molecular , Estrutura Molecular , Neuraminidase/metabolismo , Oxidiazóis/síntese química , Oxidiazóis/química , Relação Estrutura-Atividade
8.
Mol Cancer ; 20(1): 134, 2021 10 16.
Artigo em Inglês | MEDLINE | ID: mdl-34654425
9.
Org Biomol Chem ; 19(41): 8999-9003, 2021 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-34605502

RESUMO

This paper reports a convenient copper-catalyzed three-component conversion of arylhydrazine hydrochlorides to arenesulfonyl fluorides in good yields under mild conditions, using 1,4-diazabicyclo [2.2.2]octane bis(sulfur dioxide) (DABSO) as a sulfonyl source and N-fluorobenzenesulfonimide (NFSI) as a fluorine source based on a radical sulfur dioxide insertion and fluorination strategy. Notably, arylhydrazine hydrochloride is used as a safe precursor of aryl radicals.

10.
Bioorg Med Chem Lett ; 37: 127839, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33556571

RESUMO

Neuraminidase (NA) is a promising target for development of anti-influenza drugs. In this study a dihydrofurocoumarin derivative ZINC05577497 was discovered as a lead NA inhibitor based on docking-based virtual screening technique. The optimization of lead ZINC05577497 led to the discovery of a series of novel NA inhibitors 5a-5j. Compound 5b has the most potent activity against NA with IC50 = 0.02 µM, which is lower than those of the reference oseltamivir carboxylate (OSC) (IC50 = 0.04 µM) and ZINC05577497 (IC50 = 0.11 µM). Other target compounds also show potential inhibition of NA activity. Molecular docking results indicate that the good potency of 5b may be attributed to the elongation of the dihydrofurocoumarin ring to the 150-cavity. The results of this paper will be useful to discover more potent NA inhibitors.


Assuntos
Desenho de Fármacos , Inibidores Enzimáticos/farmacologia , Furocumarinas/farmacologia , Neuraminidase/antagonistas & inibidores , Relação Dose-Resposta a Droga , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Furocumarinas/síntese química , Furocumarinas/química , Humanos , Simulação de Dinâmica Molecular , Estrutura Molecular , Neuraminidase/metabolismo , Relação Estrutura-Atividade
11.
ACS Med Chem Lett ; 11(9): 1745-1750, 2020 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-32944142

RESUMO

Neuraminidase (NA) is an important target for current research on anti-influenza drugs. The acylhydrazone derivatives containing the -CONHN=CH- framework have been shown to have good NA inhibitory activity. In this paper, a series of novel acylhydrazone NA inhibitors (9a-9n) were designed and synthesized, and the inhibitory activities against NA were evaluated in vitro. The NA inhibition results showed that compound 9j has the most potent inhibitory activity (IC50 = 0.6 µM) against NA, which is significantly lower than that of the positive control oseltamivir carboxylic acid (OSC) (IC50 = 17.00 µM). Molecular docking analysis indicates that the acylhydrazone group plays an important role in compound 9j, which can bind well to the residues Arg371 and Arg292 in the S1 subsite of NA. The good potency of 9j may be also ascribed to the extending of morpholinyl ring into the 430-cavity. The results of this work may contribute to the development of more potent NA inhibitors to against mutant influenza viruses.

12.
Br J Haematol ; 189(4): 731-744, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32004387

RESUMO

Peripheral T-cell lymphomas (PTCL) and natural killer (NK)/T-cell lymphomas (NKTCL) are a heterogeneous group of aggressive malignancies with dismal outcomes and limited treatment options. While the phosphatidylinositol 3-kinase (PIK3) pathway has been shown to be highly activated in many B-cell lymphomas, its therapeutic relevance in PTCL and NKTCL remains unclear. The aim of this study is to investigate the expression of PIK3 and phosphatase and tensin homolog (PTEN) in these subtypes of lymphoma and to identify potential therapeutic targets for clinical testing. Therefore, the expression of PIK3α, PIK3ß, PIK3γ, PIK3δ and PTEN was analyzed in 88 cases of PTCL and NKTCL samples by immunohistochemistry. All PTCL and NKTCL samples demonstrated high expression of PIK3 isoforms. In particular, high PIK3α expression was significantly associated with poor survival, even after adjustment for age, International Prognostic Index (IPI) score and anthracycline-based chemotherapy in first line. Notably, copanlisib, a pan-class I inhibitor with predominant activities towards PIK3α and PIK3δ isoforms, effectively inhibited phosphorylation of AKT, 4E-BP-1 and STAT3, causing G0 /G1 cell cycle arrest and resulting in suppression of tumour cell growth in vitro and in vivo. This study provides evidence that targeting the PIK3 pathway, particularly simultaneous inhibition of PIK3α and δ, could be a promising approach for the treatment of PTCL and NKTCL.


Assuntos
Linfoma de Células T Periférico/tratamento farmacológico , Células T Matadoras Naturais/metabolismo , Fosfatidilinositol 3-Quinase/metabolismo , Proliferação de Células , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
14.
ACS Med Chem Lett ; 10(12): 1667-1673, 2019 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-31857844

RESUMO

Neuraminidase (NA) is a significant therapeutic target for treating influenza. In this study, a new lead NA inhibitor AN-329/10738021 was discovered by structure-based virtual screening, molecular dynamics simulations, and bioassay validation. Optimization of lead AN-329/10738021, which holds a novel scaffold of N'-benzylidene benzohydrazone, leads to discovery of some novel NA inhibitors Y-1-Y-11. Compound Y-1 exerts the best inhibition activity (IC50 = 0.21 µM) against NA, which is better than oseltamivir carboxylate (OSC) (IC50 = 3.04 µM) and lead AN-329/10738021 (IC50 = 1.92 µM). Molecular docking analysis indicates that the good potency of Y-1 may be ascribed to the elongation of the benzylidene moiety of the molecule to the 430-cavity. The results of this study may offer useful reference for development of novel NA inhibitors.

15.
Eur J Med Chem ; 173: 305-313, 2019 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-31022584

RESUMO

Neuraminidase (NA) plays a crucial role in the replication and transmission of influenza virus. NA inhibitors have been developed as effective treatments for influenza A and B infections. In this paper, a new lead neuraminidase inhibitor 6a (IC50 = 7.10 ±â€¯0.2 µM) was discovered by ligand-based virtual screening, receptor-based virtual screening, molecular dynamics simulation (MD), and bioassay validation. MD simulation indicates that the morpholinyl group of 6a could be embedded in 430-loop of NA. To exploit the 430-loop in the active site, a series of novel acylhydrazone NA inhibitors 6b-6g were designed and synthesized based on the lead compound 6a. Compound 6e exerts the most potency, with IC50 value of 2.37 ±â€¯0.5 µM against NA, which is lower than that of oseltamivir carboxylate (OC) (IC50 = 3.84 µM). Overall, this work provided unique insights in the discovery of potent inhibitors against NA.


Assuntos
Antivirais/farmacologia , Descoberta de Drogas , Inibidores Enzimáticos/farmacologia , Neuraminidase/antagonistas & inibidores , Orthomyxoviridae/efeitos dos fármacos , Antivirais/síntese química , Antivirais/química , Relação Dose-Resposta a Droga , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Humanos , Testes de Sensibilidade Microbiana , Simulação de Dinâmica Molecular , Estrutura Molecular , Neuraminidase/metabolismo , Orthomyxoviridae/enzimologia , Relação Estrutura-Atividade
16.
J Microbiol Methods ; 153: 133-138, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30267717

RESUMO

PURPOSE: The emergence of antiseptic resistance and/or antiseptic-resistance genes in methicillin-resistant Staphylococcus aureus (MRSA) may result in failure of decolonization treatments. Plasmid-encoded efflux pump genes qacA/B and qacC (smr) confer tolerance to chlorhexidine and quaternary ammonium compounds. The objective of this study was to develop and validate a multiplex real time-PCR assay for detection of antiseptic-resistance genes, apply the assay on 200 MRSA isolates and explore if carriage of these genes was associated with resistance to topical antibiotics. METHODOLOGY: A SYBR-Green based multiplex real time-PCR assay was developed to detect qacA/B, qacC, and mecA (internal control) simultaneously. The multiplex assay was compared against conventional single-plex PCR followed by agarose gel electrophoresis, using DNA from the first 73 MRSA isolates, followed by multiplex testing of the remaining 127 MRSA isolates. All 200 MRSA isolates were tested for susceptibility to mupirocin, retapamulin, neomycin, bacitracin and octenidine. The genetic diversity of the isolates was investigated by spa-typing. RESULTS: The concordance between multiplex and conventional PCR, in assignments of qacA/B and qacC status were 99%(72/73) and 100%(73/73) respectively. Among 200 MRSA isolates, 48(24%) and 44(23%) were found to harbour qacA/B and qacC genes, respectively. These isolates remained susceptible to many common decolonization agents, except mupirocin. The predominant spa-types were t020 and t1081 (41 and 32 isolates respectively). CONCLUSION: The real-time assay performed acceptably for the detection of qac genes. A high prevalence of antiseptic-resistance genes were detected in the MRSA isolates in our population and appeared to be associated with spa-type t1081.


Assuntos
Farmacorresistência Bacteriana Múltipla/genética , Genes Bacterianos , Proteínas de Membrana Transportadoras/genética , Staphylococcus aureus Resistente à Meticilina/genética , Reação em Cadeia da Polimerase Multiplex/métodos , Antibacterianos/farmacologia , Anti-Infecciosos Locais/farmacologia , Benzotiazóis , Clorexidina/farmacologia , Diaminas , Variação Genética , Humanos , Staphylococcus aureus Resistente à Meticilina/efeitos dos fármacos , Testes de Sensibilidade Microbiana , Compostos Orgânicos , Quinolinas , Infecções Estafilocócicas/microbiologia , Temperatura de Transição
17.
Medchemcomm ; 9(2): 316-327, 2018 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-30108925

RESUMO

As the major structural component of microtubules, tubulin is an interesting target for the development of anticancer agents. In this study, 64 tubulin polymerization inhibitors of five-membered heterocycle-based combretastatin A-4 analogues were studied by a combination of molecular modeling techniques including 3D-QSAR, molecular docking, and molecular dynamics (MD) simulation. The CoMFA (comparative molecular field analysis) and CoMSIA (comparative molecular similarity indices analysis) models were established with desirable statistical parameters and excellent predictive ability. 20 ns MD simulations were successfully performed to confirm the detailed binding mode and validate the rationality of docking results. Combining the binding free energy calculations and 3D-QSAR results, some new heterocycle-based combretastatin A-4 analogues were designed. Three of them were synthesized and biologically evaluated. Compound 13a displayed potent antiproliferative activity (IC50 value of 1.31 µM against HepG2 cells, IC50 value of 1.37 µM against A549 cells) and inhibition of tubulin polymerization activity (IC50 value of 0.86 µM). Compound 13b also presented good activity against HepG2 cells (IC50 value of 4.75 µM). The experimental results demonstrated that the built models were effective for the development of novel anticancer agents and tubulin inhibitors.

18.
Blood ; 132(11): 1146-1158, 2018 09 13.
Artigo em Inglês | MEDLINE | ID: mdl-30054295

RESUMO

Mature T-cell lymphomas, including peripheral T-cell lymphoma (PTCL) and extranodal NK/T-cell lymphoma (NKTL), represent a heterogeneous group of non-Hodgkin lymphomas with dismal outcomes and limited treatment options. To determine the extent of involvement of the JAK/STAT pathway in this malignancy, we performed targeted capture sequencing of 188 genes in this pathway in 171 PTCL and NKTL cases. A total of 272 nonsynonymous somatic mutations in 101 genes were identified in 73% of the samples, including 258 single-nucleotide variants and 14 insertions or deletions. Recurrent mutations were most frequently located in STAT3 and TP53 (15%), followed by JAK3 and JAK1 (6%) and SOCS1 (4%). A high prevalence of STAT3 mutation (21%) was observed specifically in NKTL. Novel STAT3 mutations (p.D427H, E616G, p.E616K, and p.E696K) were shown to increase STAT3 phosphorylation and transcriptional activity of STAT3 in the absence of cytokine, in which p.E616K induced programmed cell death-ligand 1 (PD-L1) expression by robust binding of activated STAT3 to the PD-L1 gene promoter. Consistent with these findings, PD-L1 was overexpressed in NKTL cell lines harboring hotspot STAT3 mutations, and similar findings were observed by the overexpression of p.E616K and p.E616G in the STAT3 wild-type NKTL cell line. Conversely, STAT3 silencing and inhibition decreased PD-L1 expression in STAT3 mutant NKTL cell lines. In NKTL tumors, STAT3 activation correlated significantly with PD-L1 expression. We demonstrated that STAT3 activation confers high PD-L1 expression, which may promote tumor immune evasion. The combination of PD-1/PD-L1 antibodies and STAT3 inhibitors might be a promising therapeutic approach for NKTL, and possibly PTCL.


Assuntos
Antígeno B7-H1/biossíntese , Regulação Neoplásica da Expressão Gênica , Mutação de Sentido Incorreto , Proteínas de Neoplasias/biossíntese , Fator de Transcrição STAT3/biossíntese , Transdução de Sinais , Substituição de Aminoácidos , Antígeno B7-H1/antagonistas & inibidores , Antígeno B7-H1/genética , Linhagem Celular Tumoral , Humanos , Linfoma Extranodal de Células T-NK , Proteínas de Neoplasias/genética , Fator de Transcrição STAT3/genética
19.
Bioorg Med Chem Lett ; 27(24): 5429-5435, 2017 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-29141777

RESUMO

Neuraminidase (NA) is one of the particular potential targets for novel antiviral therapy. In this work, a series of neuraminidase inhibitors with the cyclohexene scaffold were studied based upon the combination of 3D-QSAR, molecular docking, and molecular dynamics techniques. The results indicate that the built 3D-QSAR models yield reliable statistical information: the correlation coefficient (r2) and cross-validation coefficient (q2) of CoMFA (comparative molecular field analysis) are 0.992 and 0.819; the r2 and q2 of CoMSIA (comparative molecular similarity analysis) are 0.992 and 0.863, respectively. Molecular docking and MD simulations were conducted to confirm the detailed binding mode of enzyme-inhibitor system. The new NA inhibitors had been designed, synthesized, and their inhibitory activities against group-1 neuraminidase were determined. One agent displayed excellent neuraminidase inhibition, with IC50 value of 39.6 µM against NA, while IC50 value for oseltamivir is 61.1 µM. This compound may be further investigated for the treatment of infection by the new type influenza virus.


Assuntos
Antivirais/síntese química , Desenho de Fármacos , Inibidores Enzimáticos/síntese química , Neuraminidase/antagonistas & inibidores , Oseltamivir/análogos & derivados , Antivirais/química , Antivirais/farmacologia , Sítios de Ligação , Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Humanos , Virus da Influenza A Subtipo H5N1/efeitos dos fármacos , Subtipo H7N9 do Vírus da Influenza A/efeitos dos fármacos , Concentração Inibidora 50 , Simulação de Acoplamento Molecular , Neuraminidase/metabolismo , Oseltamivir/farmacologia , Estrutura Terciária de Proteína , Relação Quantitativa Estrutura-Atividade
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