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Article

Benchtop 19F Nuclear Magnetic Resonance (NMR) Spectroscopy-Optimized Knorr Pyrazole Synthesis of Celecoxib and Mavacoxib, 3-(Trifluoromethyl) Pyrazolyl Benzenesulfonamides, Non-Steroidal Anti-Inflammatory Drugs (NSAIDs)

Department of Chemistry, Aspiring Scholars Directed Research Program, Fremont, CA 94539, USA
*
Author to whom correspondence should be addressed.
Spectrosc. J. 2024, 2(4), 206-215; https://doi.org/10.3390/spectroscj2040014
Submission received: 1 October 2024 / Revised: 27 October 2024 / Accepted: 6 November 2024 / Published: 11 November 2024
(This article belongs to the Special Issue Feature Papers in Spectroscopy Journal)

Abstract

:
Fluorinated organic compounds have demonstrated remarkable utility in medicinal chemistry due to their enhanced metabolic stability and potent therapeutic efficacy. Several examples exist of fluorinated non-steroidal anti-inflammatory drugs (NSAIDs), including diflunisal, flurbiprofen, and trifluoromethylated pyrazoles celecoxib and mavacoxib. These trifluoromethylated pyrazoles, which are most commonly constructed through the cyclocondensation of a trifluorinated 1,3-dicarbonyl and an aryl hydrazine, are also found in numerous other drug candidates. Here, we interrogate the effects of solvents and the presence of Brønsted or Lewis acid catalysts on catalyzing this process. We highlight the utility of benchtop 19F NMR spectroscopy in enabling the real-time quantification of reaction progress and the identification of fluorinated species present in crude reaction mixtures without the need for cost-prohibitive deuterated solvents. Ultimately, we find that the reaction solvent has the greatest impact on the rate and product yield, and also found that the relationship between the keto-enol equilibrium of the dicarbonyl starting material pyrazole formation rate is highly solvent-dependent. More broadly, we describe the optimization of the yield and kinetics of trifluoromethylpyrazole formation in the synthesis of celecoxib and mavacoxib, which is made possible through high-throughput reaction screening on benchtop NMR.

Graphical Abstract

1. Introduction

Since the initial success of fluorinated corticosteroids in the 1950s and fluoroquinolones in the 1980s, the number of FDA-approved fluorinated pharmaceuticals has steadily increased and now accounts for twenty percent of all FDA-approved pharmaceutical agents [1,2,3,4,5,6]. This can be attributed to the improved metabolic stability, bioavailability, and therapeutic profiles associated with fluorinated motifs [4,5,6,7,8,9,10,11]. Among these, trifluoromethylated pyrazoles have demonstrated particular pharmacological potency [12,13,14,15,16], being referenced over twenty-six thousand times in patents and peer-reviewed publications concerning the preparation and use of various therapeutics and agrochemicals as of 2024. FDA-approved celecoxib (Celebrex) and EU-approved mavacoxib (Trocoxil), examples of trifluoromethylated pyrazole-containing compounds, are non-steroidal anti-inflammatory drugs (NSAIDs) that act through the inhibition of cyclooxygenase (COX) enzymes that mediate the conversion of arachidonic acid into inflammatory prostaglandins [17,18,19,20,21,22] (Figure 1A).
Numerous methods have been described for the preparation of these and other fluorinated pyrazoles, including the fluorination of methylpyrazoles using electrophilic or radical fluorination reagents and the fluorination of aminopyrazoles using a Balz–Schiemann nucleophilic substitution involving a diazonium salt [13,23,24,25,26]. However, the most direct and common synthesis involves the Knorr cyclocondensation of 1,3-dicarbonyls and hydrazines [27,28,29,30] (Figure 1A). This Knorr synthesis has been industrially applied to the kilogram scale of celecoxib, prepared from the condensation of 4,4,4-trifluoro-1-(4-methylphenyl)butane-1,3-dione and 4-sulfonamidophenylhydrazine [31,32,33].
Lewis and Brønsted acid catalysts have demonstrated broad utility in accelerating various cyclocondensation constructions of heterocycles including Knorr pyrazole synthesis, likely through electrophilic activation by protonation or coordination to the 1,3-dicarbonyl [34,35,36,37,38,39,40,41,42]. Additionally, Brønsted acids may disrupt the intramolecular hydrogen bonding that stabilizes the less reactive enol tautomer and facilitates the protonation of the electrophilic carbonyl, enhancing its susceptibility to nucleophilic attack by the hydrazine [37,38,39,40,41].
Initial reaction condition screening performed by Reddy et al. has previously demonstrated that the efficiency and yield of the uncatalyzed Knorr pyrazole synthesis in the industrial-scale preparation of celecoxib can be significantly influenced by solvent effects [31]. Our laboratory has previously reported the utility of benchtop 19F NMR spectroscopy in high-throughput condition screening for the reaction optimization and quantitative reaction monitoring of fluorinated pharmaceutical agents [43,44,45], solvent effects on Keq (keto/enol) of fluorinated dicarbonyls [44], and the mechanistic deconvolution of heterocycle-forming multicomponent cyclocondensation reactions, such as the Biginelli condensation reaction through the real-time quantification of even transient intermediates and products of complex multicomponent reactions that can be directly measured from crude reaction aliquots in non-deuterated solvents [45] (Figure 1B).
Here, we sought to determine the role of solvents and catalysts on the rate and efficiency of trifluoromethylated pyrazole formation and to understand how perturbations of the keto-enol tautomerization equilibrium of the trifluoromethylated 1,3-dicarbonyl starting materials influence the efficiency of pyrazole formation. In this study, we utilize benchtop 19F NMR spectroscopy as a high-throughput condition screening platform to identify the optimal catalyst, solvent, and mechanistic trends in the preparation of two trifluoromethylated pyrazoles: celecoxib and mavacoxib. The presence of the trifluoromethyl motifs conveniently serves as spectroscopic handles with which to quantitatively monitor reaction kinetics [46,47,48,49,50]. With this workflow, we screened for potential applications of nine common Lewis and Brønsted acid catalysts across a representative selection of protic and aprotic solvents in the preparation of fluorinated pyrazoles from 1,3-dicarbonyl substrates. Through this reaction screening, we identified that pyrazole formation occurs the fastest in dimethylformamide (DMF), irrespective of the presence of Lewis or Brønsted acid catalysts, suggesting that solvents play the most critical role in reaction efficiency. Additionally, we show that the direct effect of keto-enol equilibrium on the reaction rate is most pronounced in polar protic solvents. More broadly, we show the applicability of benchtop 19F NMR spectroscopy as an analytical screening platform that provides rapid, quantitative mechanistic insight into tautomerization and cyclocondensation kinetics without the necessity of deuterated solvents, and which cannot be easily or as rapidly observed through other means. This enables the condition optimization of these and potentially other fluorinated heterocycles.

2. Materials and Methods

2.1. General Synthesis Procedure (Micro-Scale)

To a standard 5 mm NMR tube an initial solution of trifluoromethylated 1,3-dicarbonyl (0.20 mmol/mL), catalyst (0.02 mmol/mL), and solvent (0.25 mL) was added. The reaction mixture was placed into a 60 °C water bath and was allowed to equilibrate over a 30 min period. Another separate solution of 4-sulfonamidophenylhydrazine HCl and solvent (0.20 mmol/mL, 0.25 mL), as well as the addition of α,α,α-trifluorotoluene (0.10 mmol/mL) directly into the reaction mixture as a chemical shift reference and integration standard due to its compatibility with reaction conditions [45], was then added. An initial 60 MHz 19F NMR was taken and the reaction mixture was placed into a 60 °C water bath, and 19F NMR spectra were taken at 30 min intervals over a 4.5 h period with a Nanalysis NMReady 60-Pro benchtop nuclear magnetic resonance spectrometer.

2.2. Kinetic Parameters

Kinetics were run in a water bath heated to a temperature of 60 °C and maintained on a thermocouple heat plate. Data points are reported as the Keq of a single data experiment at which the concentrations of each tautomer reach equilibrium. NMR spectra were taken with a 200 ppm spectral width and a 1.0 s scan delay with 32 scans.

3. Results and Discussion

3.1. Initial Rate

The initial keto-enol equilibration of the fluorinated 1,3-dicarbonyls 2 and 3 under different reaction conditions was found to be dependent on both the solvent and catalyst. Consistent with expectation and with previous reports, solvents capable of hydrogen bonding gave predominantly the ketone tautomer (19F δ = −80 to −84 ppm, depending on the solvent, and assigned by the corresponding 1H NMR (Figure S28)), whereas the enol tautomer (19F δ = −71 to −77 ppm, as assigned by the corresponding 1H NMR (Figure S28)) was observed to dominate the equilibrium in aprotic polar solvents (DMSO, NMP, and DMF). When dicarbonyl 2 or 3 is subjected to reaction with 4-sulfonamidophenylhydrazine 1, direct conversion into the trifluorinated pyrazole celecoxib 6 or mavacoxib 7 was observed by aliquot reaction 19F NMR (Figure 2); the identity of the product peak by NMR was deemed to be identical to an authentic sample of celecoxib or mavacoxib and verified by liquid chromatography–mass spectrometry (LC-MS) (Figure S27). From these initial solvent investigations, we observed that the formation of both celecoxib and mavacoxib is most rapid in DMF compared to other solvents, while the slowest rates of conversion are observed in ethanol (Figure 2B). Remarkably, there is no generalizable correlation between the solvent-driven solution phase equilibrium constant of the dicarbonyl and the initial rate of pyrazole formation (Figure 3A), though specifically among the two protic solvents screened (methanol and ethanol) a greater Keq in methanol versus ethanol (0.67 vs. 0.24) resulted in a much faster rate of conversion (8.83 μM/s in MeOH, as opposed to 3.33 μM/s in EtOH). Subsequently, we screened a number of common Brønsted acids, including hydrochloric acid, p-toluenesulfonic acid, and acetic acid, along with five transition metal Lewis acid catalysts, including LaCl3, Yb(OTf)3, Sc(OTf)3, In(OTf)3, Er(OTf)3, and Cu(OTf)2. Within trials performed in protic solvents, this general positive correlation is retained between the Keq and the initial reaction rate (Figure 3B). However, in aprotic solvents, no consistent positive trend is observed consistently across all five solvents (Figure 3C).
It is possible that this behavior of the fluorinated dicarbonyls 2 and 3 in protic solvents (MeOH, EtOH) is attributed to the increased availability of the reactive keto tautomer, which is aligned with the proposed reaction mechanism, which proceeds through an initial nucleophilic attack of the keto tautomer while the enol tautomer remains unreactive at the desired trifluoromethyl ketone center. However, polar aprotic solvents, such as DMF and DMSO, do not strictly follow this trend, demonstrating that the rate of reaction is not solely dependent on the Keq. We attribute this inconsistency in the initial reaction rate to a solvent’s ability to stabilize the reaction intermediates by acting as a hydrogen bond acceptor, such as in DMF. Some notable conditions include Er(OTf)3 and being uncatalyzed in DMF, which have the fastest initial formation of product in celecoxib and mavacoxib, respectively. Additionally, the lack of a keto tautomer present in all polar aprotic solvents, such that Keq is almost zero, highlights the lack of catalyst effects on keto-enol tautomerization and the determinant factor being the solvent.
The lack of these observable intermediates by 19F NMR suggests that the initial nucleophilic attack of hydrazine 1 to the trifluoromethylated ketone of 2 or 3 is rate-determining, and that subsequent cyclization through intramolecular condensation from hydrazone 4 or 5 is a much faster process. This is consistent with first-order kinetics observed for both hydrazine and 1,3-dicarbonyl.

3.2. Final Conversion

Irrespective of the presence of a catalyst, methanol conditions resulted in the greatest yield of both compounds (celecoxib: 96%, mavacoxib: >99%), notably Cu(OTf)2 and being uncatalyzed for the formation of celecoxib and mavacoxib, respectively. Consistent with expectation, solvents that favor the keto tautomer result in greater formation of the desired product, which can be attributed to the more efficient formation of the product (Figure 4B). However, despite DMSO and ethanol being able to stabilize the keto tautomer at a higher rate than NMP and DMF, these conditions have shown the least conversion into celecoxib and mavacoxib, respectively (Figure 4A). The accelerated conversion of intermediate 5 into mavacoxib can be ascribed to its heightened reactivity with the phenylhydrazine starting material. This is likely due to the electron-withdrawing effects of the para-fluorine substituent, which increases the electrophilicity of the 1,3-dicarbonyl, thus promoting nucleophilic attack by the hydrazine.

3.3. Regioisomer

Previously, the undesired 1,3-aryl regioisomers of 1G have been reported as a byproduct (19F δ = −58.85 ppm in methanol) [31], most likely resulting from a nucleophilic attack of the hydrazine to the less electrophilic aryl ketone rather than the trifluoromethyl ketone (Figure 5). We observed the formation of this regioisomer exclusively when the reaction was conducted in methanol. The formation of the regioisomer is attributed to the competing nucleophilicity of solvents such as methanol and ethanol; however, this phenomenon is not observed in ethyl or isopropyl alcohol solvents, presumably due to their greater steric bulk, resulting in decreased favorability of the formation of these solvates. Therefore, we attribute the formation of the regioisomer to methanol being added to the 3-dicarbonyl, forming a dimethyl acetal, and thereby reducing electrophilicity at that site, forcing a nucleophilic attack by the hydrazine on the 1-dicarbonyl 1A (Figure 5). Additionally, the formation of the regioisomer is not catalytically affected and not consistent across both compounds (Table 1).

4. Conclusions

In summary, we demonstrate through benchtop 19F NMR that the kinetics of the Knorr pyrazole cyclocondensation of trifluorinated diketones and aryl hydrazines towards the preparation of celecoxib and mavacoxib are heavily influenced by reaction solvents over the presence of Lewis or Brønsted acid catalysts. In the protic solvents screened in this study, the rate of pyrazole formation was found to be directly dependent on the relative concentration of the 1,3-dicarbonyl ketone tautomer in solution. We observed that the aprotic solvents DMF and NMP favor the initial formation of celecoxib and mavacoxib, while the protic solvent methanol results in greater overall conversion. Additionally, we found minimal to no consistent catalytic effect of both Lewis and Brønsted acids on the initial rate and total product formation. This trend might be attributed to the differences in each solvent to stabilize key reaction intermediates.
Ultimately, we demonstrated the utility of benchtop 19F NMR for real-time kinetic analysis for high-throughput condition screening in the preparation of two trifluoromethylated phenylpyrazoles of pharmaceutical importance. Beyond the preparation of celecoxib and mavacoxib, the workflow for high-throughput solvent and catalyst screening described here is broadly applicable to the synthesis of other heterocyclic constructions containing key fluorinated motifs.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/spectroscj2040014/s1, Figure S1. Keq vs. initial rate (µM/sec), five solvents, celecoxib; Figure S2. Keq vs. initial rate (µM/sec), five solvents, mavacoxib; Figure S3. Keq vs. product (M), five solvents, celecoxib; Figure S4. Keq vs. product (M), five solvents, mavacoxib; Figure S5. Molarity of components after 4.5 h, celecoxib uncatalyzed; Figure S6. Molarity of components after 4.5 h, celecoxib LaCl3; Figure S7. Molarity of components after 4.5 h, celecoxib Yb(OTf)3; Figure S8. Molarity of components after 4.5 h, celecoxib Sc(OTf)3; Figure S9. Molarity of components after 4.5 h, celecoxib In(OTf)3; Figure S10. Molarity of components after 4.5 h, celecoxib Er(OTf)3; Figure S11. Molarity of components after 4.5 h, celecoxib Cu(OTf)2; Figure S12. Molarity of components after 4.5 h, celecoxib acetic acid; Figure S13. Molarity of components after 4.5 h, celecoxib p-toluenesulfonic acid; Figure S14. Molarity of components after 4.5 h, celecoxib hydrochloric acid; Figure S15. Molarity of components after 4.5 h, mavacoxib uncatalyzed; Figure S16. Molarity of components after 4.5 h, mavacoxib LaCl3; Figure S17: Molarity of components after 4.5 h, mavacoxib Yb(OTf)3; Figure S18. Molarity of components after 4.5 h, mavacoxib Sc(OTf)3; Figure S19. Molarity of components after 4.5 h, mavacoxib In(OTf)3; Figure S20. Molarity of components after 4.5 h, mavacoxib Er(OTf)3; Figure S21: Molarity of components after 4.5 h, mavacoxib Cu(OTf)2; Figure S22. Molarity of components after 4.5 h, mavacoxib acetic acid; Figure S23. Molarity of components after 4.5 h, mavacoxib p-toluenesulfonic acid; Figure S24. Molarity of components after 4.5 h, mavacoxib hydrochloric acid; Figure S25. Negative ln of molarity from 0.5 h to 4.5 h in methanol, uncatalyzed; Figure S26. Authentic standard of celecoxib compared to a crude reaction mixture of celecoxib in MeOH, uncatalyzed after 4.5 h on benchtop 19F NMR; Figure S27. Authentic standard of celecoxib compared to a crude reaction mixture of celecoxib in MeOH, uncatalyzed on LC-MS; Figure S28. 4,4,4-trifluoro-1-(4-methylphenyl)butane-1,3-dione over 1.5 h with initial and final 19F NMR in CD3OD and CDCl3; Table S1. 19F chemical shifts.

Author Contributions

Conceptualization, A.K., A.M., A.A. and E.N.; methodology, A.K., A.M. and E.N.; investigation, A.C., S.X., J.K., G.L., I.C., S.H., A.K., T.L., A.M. and A.A.; writing—original draft preparation, A.C., S.X., J.K., G.L. and E.N.; writing—review and editing, A.C., S.X., J.K., G.L. and E.N. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Olive Children Foundation.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The raw data supporting the conclusions of this article will be made available by the authors upon request.

Acknowledgments

The authors thank ASDRP for supporting this research. The authors further gratefully acknowledge Nanalysis Corp. for their support in the incorporation of benchtop NMR in this study.

Conflicts of Interest

The authors declare no conflicts of interest.

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Figure 1. (A) Celecoxib and mavacoxib: COX-2-selective NSAIDs containing the pyrazole moiety, prepared through the Knorr pyrazole cyclocondensation of a phenylhydrazine and a 1,3-dicarbonyl compound. (B) Workflow for 19F NMR-based mechanistic studies on the Knorr pyrazole cyclocondensation; crude reaction mixtures directly analyzed via 19F NMR (benchtop NMR stock photo adapted with permission. Copyright 2022, Nanalysis Corp).
Figure 1. (A) Celecoxib and mavacoxib: COX-2-selective NSAIDs containing the pyrazole moiety, prepared through the Knorr pyrazole cyclocondensation of a phenylhydrazine and a 1,3-dicarbonyl compound. (B) Workflow for 19F NMR-based mechanistic studies on the Knorr pyrazole cyclocondensation; crude reaction mixtures directly analyzed via 19F NMR (benchtop NMR stock photo adapted with permission. Copyright 2022, Nanalysis Corp).
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Figure 2. (A) Key reaction components in the preparation of celecoxib and mavacoxib and their representative 19F NMR chemical shifts. (B) Concentration of product formation and starting dicarbonyl consumption as a function of time in different solvents (Figures S5–S24, Table S1).
Figure 2. (A) Key reaction components in the preparation of celecoxib and mavacoxib and their representative 19F NMR chemical shifts. (B) Concentration of product formation and starting dicarbonyl consumption as a function of time in different solvents (Figures S5–S24, Table S1).
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Figure 3. Catalyst and solvent optimization screening of the celecoxib and mavacoxib initial rate (μM/sec). (A) Heatmap and bar graph of initial rate (μM/sec) of all solvent and catalyst conditions. (B) Keq against initial rate (μM/sec) by catalyst in ethanol and methanol. (C) Keq against initial rate (μM/sec) by catalyst in all solvents.
Figure 3. Catalyst and solvent optimization screening of the celecoxib and mavacoxib initial rate (μM/sec). (A) Heatmap and bar graph of initial rate (μM/sec) of all solvent and catalyst conditions. (B) Keq against initial rate (μM/sec) by catalyst in ethanol and methanol. (C) Keq against initial rate (μM/sec) by catalyst in all solvents.
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Figure 4. Catalyst and solvent optimization screening of the celecoxib and mavacoxib percent conversion after 4.5 h. (A) Heatmap and bar graph of percent conversion (%) of all solvent and catalyst conditions. (B) Keq against percent conversion (%) by catalyst in all solvents.
Figure 4. Catalyst and solvent optimization screening of the celecoxib and mavacoxib percent conversion after 4.5 h. (A) Heatmap and bar graph of percent conversion (%) of all solvent and catalyst conditions. (B) Keq against percent conversion (%) by catalyst in all solvents.
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Figure 5. Mechanism for the formation of fluorinated pyrazoles and their regioisomers. (1) The phenylhydrazine condenses with the 3-dicarbonyl to form the hydrazone intermediate 3C. This undergoes a 5-exo-trig cyclization 3D with subsequent dehydration to form the 3-trifluoromethyl pyrazole 3E. (2) The 1,3-dicarbonyl is in equilibrium with the dimethoxy intermediate 1A. The phenylhydrazine condenses with the 3-hydroxy-3-methoxy intermediate carbonyl to form the hydrazone dimethyl acetal intermediate 1C. This is in equilibrium with the hydrazone intermediate 1E, which undergoes a 5-exo-trig cyclization with subsequent dehydration to form the 5-trifluoromethyl regioisomer 1G.
Figure 5. Mechanism for the formation of fluorinated pyrazoles and their regioisomers. (1) The phenylhydrazine condenses with the 3-dicarbonyl to form the hydrazone intermediate 3C. This undergoes a 5-exo-trig cyclization 3D with subsequent dehydration to form the 3-trifluoromethyl pyrazole 3E. (2) The 1,3-dicarbonyl is in equilibrium with the dimethoxy intermediate 1A. The phenylhydrazine condenses with the 3-hydroxy-3-methoxy intermediate carbonyl to form the hydrazone dimethyl acetal intermediate 1C. This is in equilibrium with the hydrazone intermediate 1E, which undergoes a 5-exo-trig cyclization with subsequent dehydration to form the 5-trifluoromethyl regioisomer 1G.
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Table 1. Percent of the regioisomer observed after 4.5 h.
Table 1. Percent of the regioisomer observed after 4.5 h.
CatalystCelecoxibMavacoxib
Uncatalyzed4.5%0.0%
LaCl33.2%2.8%
Yb(OTf)32.2%3.0%
Sc(OTf)33.9%4.0%
In(OTf)34.4%3.2%
Er(OTf)33.4%3.3%
Cu(OTf)22.5%2.7%
Acetic acid4.4%3.3%
p-toluenesulfonic acid3.9%3.7%
Hydrochloric acid2.7%3.6%
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Chyu, A.; Xi, S.; Kim, J.; Liu, G.; Chan, I.; Hong, S.; Ke, A.; Lavery, T.; Marimuthu, A.; Akula, A.; et al. Benchtop 19F Nuclear Magnetic Resonance (NMR) Spectroscopy-Optimized Knorr Pyrazole Synthesis of Celecoxib and Mavacoxib, 3-(Trifluoromethyl) Pyrazolyl Benzenesulfonamides, Non-Steroidal Anti-Inflammatory Drugs (NSAIDs). Spectrosc. J. 2024, 2, 206-215. https://doi.org/10.3390/spectroscj2040014

AMA Style

Chyu A, Xi S, Kim J, Liu G, Chan I, Hong S, Ke A, Lavery T, Marimuthu A, Akula A, et al. Benchtop 19F Nuclear Magnetic Resonance (NMR) Spectroscopy-Optimized Knorr Pyrazole Synthesis of Celecoxib and Mavacoxib, 3-(Trifluoromethyl) Pyrazolyl Benzenesulfonamides, Non-Steroidal Anti-Inflammatory Drugs (NSAIDs). Spectroscopy Journal. 2024; 2(4):206-215. https://doi.org/10.3390/spectroscj2040014

Chicago/Turabian Style

Chyu, Andrew, Selina Xi, Joshua Kim, Galen Liu, Indalina Chan, Seoyeon Hong, Allen Ke, Thomas Lavery, Anushree Marimuthu, Arjun Akula, and et al. 2024. "Benchtop 19F Nuclear Magnetic Resonance (NMR) Spectroscopy-Optimized Knorr Pyrazole Synthesis of Celecoxib and Mavacoxib, 3-(Trifluoromethyl) Pyrazolyl Benzenesulfonamides, Non-Steroidal Anti-Inflammatory Drugs (NSAIDs)" Spectroscopy Journal 2, no. 4: 206-215. https://doi.org/10.3390/spectroscj2040014

APA Style

Chyu, A., Xi, S., Kim, J., Liu, G., Chan, I., Hong, S., Ke, A., Lavery, T., Marimuthu, A., Akula, A., & Njoo, E. (2024). Benchtop 19F Nuclear Magnetic Resonance (NMR) Spectroscopy-Optimized Knorr Pyrazole Synthesis of Celecoxib and Mavacoxib, 3-(Trifluoromethyl) Pyrazolyl Benzenesulfonamides, Non-Steroidal Anti-Inflammatory Drugs (NSAIDs). Spectroscopy Journal, 2(4), 206-215. https://doi.org/10.3390/spectroscj2040014

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