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A novel and straightforward variation of the shake-flask method was developed for accurate lipophilicity measurement of fluorinated compounds by 19F NMR spectroscopy.
Fluorination has become an effective tool to optimize physicochemical properties of bioactive compounds. One of the applications of fluorine introduction is to modulate the lipophilicity of the compound. In our group, we are interested in the study of the impact of fluorination on lipophilicity of aliphatic fluorohydrins and fluorinated carbohydrates. These are not UV-active, resulting in a challenging lipophilicity determination. Here, we present a straightforward method for the measurement of lipophilicity of fluorinated compounds by 19F NMR spectroscopy. This method requires no UV-activity. Accurate solute mass, solvent and aliquot volume are also not required to be measured. Using this method, we measured the lipophilicities of a large number of fluorinated alkanols and carbohydrates.
Lipophilicity is a key physicochemical parameter of drug molecules which influences the properties of drug candidates in many aspects, including drug solubility, bioavailability, and toxicity1. Lipophilicity is measured as the logarithm (logP) of the ratio of compound concentrations after partitioning between n-octanol and water. Optimal lipophilicity ranges have been proposed based on statistical data of orally administered drugs, of which the Lipinski's "rule of 5'' is the most famous example2,3. Indeed, controlling lipophilicity has shown to be essential for improving the prospect of drug candidates. Increasing drug binding affinity by elevated lipophilicity has been identified as one of the main problems in drug discovery projects during the past few decades, leading to increased attrition rates3. Therefore, it has been suggested that successful drug development is associated with keeping the molecular lipophilicity of the drug candidates within optimal boundaries during the affinity optimization process3,4. In that regard, new concepts (such as lipophilic efficiency indices) have been introduced5,6.
It is thus of great importance to accurately measure lipophilicity during the drug development process. Besides, the availability of straightforward methods for lipophilicity measurement is in demand as fundamental research aims to identify solutions for logP modulation. Currently, numerous established methods are accessible for lipophilicity determination1. The standard 'shake-flask (SF)' method7and its variations are commonly employed to measure logP values directly, which in most cases depend on UV-Vis spectroscopy for quantification. The main disadvantage of this classic SF method is its labor-intensive nature. In addition, the formation of emulsions may occur, especially for highly lipophilic compounds8,9.Several methods were developed to circumvent such issues, such as by using flow injection analysis, dialysis tubing, etc.9,10.However, none of those methods are straightforward or easily applicable in non-specialized laboratories.
There are also many indirect methods available for use, such as potentiometric titration11, electrophoretic methods12,13, RP-HPLC-based chromatographic methods, mass-spectrometry-based methods14, etc. These are indirect methods, as the logP values are obtained by calibration curves. Among these methods, the RP-HPLC method has been widely used because it is user-friendly and time-saving. Nevertheless, its accuracy depends on the training set used to establish the calibration curve, and the estimated lipophilicity depends on the partition system used13,15.
There are a number of 1H NMR-based methods reported in the literature for lipophilicity determination. Mo et al. developed a method for logP measurement using 1H NMR without deuterated solvents. Water and octanol, as partition solvents, were used as references for the quantification of solute concentration in each phase16. Herth and co-workers also reported an approach, by which the partition experiment occurred directly in an NMR tube, where the NMR data of the bottom D2O aqueous layer were collected before and after the extraction with 1-octanol, to obtain the distribution coefficient17. In addition, Soulsby et al. exploited 1H NMR as an analysis tool, determining the amplitude of signals by using complete reduction to amplitude-frequency table software. The ratio of the amplitudes in both layers led to the measured partition coefficient18. These methods are relatively simple to use but often require the calibration of selective pulses and power levels or the use of shaped gradient pulses to ensure appropriate solvent suppression and signal selectivity.
Calculated logP (clogP) values for compounds can also be obtained. Several calculation methods and commercially available software are available. Such clogP values are commonly used in the pharmaceutical industry when evaluating large numbers of drug molecules. However, large errors from clogP values are not uncommon19,20.
The requirements of UV-activity for concentration analysis and the establishment of calibration curves for logP calculation impede research progress in this field. In particular, this is the case for non-UV-active aliphatic compounds. Fluorinated aliphatic moieties have become increasingly attractive for drug design in recent years, and their influence on overall lipophilicity of the compound is a research topic in our group21. In addition, 19F is a highly sensitive NMR-active nucleus, making 19F NMR a useful tool for analyzing fluorinated compounds. It also has a larger chemical shift range compared to that of 1H. Therefore, it is worthwhile to develop a straightforward method for logP determination of non-UV-active fluorinated compounds by 19F NMR spectroscopy. Hence, the overall goal of this method is to achieve convenient lipophilicity determination of fluorinated compounds.
The key principle of our 19F NMR-based method is to add a fluorinated reference compound in the partition experiment (Figure 1)21. Compound X and reference compound (ref) are partitioned between water and n-octanol. After equilibrating, an aliquot from each phase is taken into an NMR tube, and 19F NMR experiments are run on both NMR samples. The intensity of the fluorine peaks is proportional to compound concentration (C) and the number of fluorine atoms (n) of the compounds. Between compound X and ref, integral ratios can be obtained for both phases. The ratio in n-octanol layer is defined as ρoct, and ρaq for water layer (eq. 1). The ratio of ρ values equals the ratio of partition coefficients (P) of compound X and ref (eq. 2). This leads to the final equation (eq. 4) for logP measurement of compound X. Therefore, in order to determine the logP value of an unknown compound X, only integration ratios (ρoct and ρaq) in both layers are needed to be measured by 19F NMR.
1. Partitioning
2. NMR Sample Preparation
3. NMR Experiments
4. Data Processing
Two sets of data as control experiments are shown in Figure 221. Using 2,2,2-trifluoroethanol as reference compound, logP values were obtained for 2-fluoroethanol and 3,3,3,2,2-pentafluoropropanol as -0.75 and +1.20, respectively (Figure 2A). Subsequently, the lipophilicity of 2-fluoroethanol was determined again but with 3,3,3,2,2-pentafluoropropanol as the reference (using its previous experimen...
The protocol described in the paper is a straightforward method for logP measurement of fluorinated compounds. This method is applicable to fluorinated compounds with a logP value from -3 to 3. For more hydrophilic (logP < -3) or lipophilic compounds (logP > 3), this method can still be used but will require much longer NMR experiment time as extended number of transients are needed to obtain a good signal-to-noise ratio. Hence, this is a limitation of the method. There is no r...
The authors have nothing to disclose.
This research is funded as part of EPSRC grants EP/K016938/1 and EP/P019943/1 (ZW, HRF) and of an EPSRC/AstraZeneca CASE conversion award (BFJ). The University of Southampton is thanked for additional support. The EPSRC is further thanked for a core capability grant EP/K039466/1.
Name | Company | Catalog Number | Comments |
NMR (400 MHz) with Bruker 5 mm SEF probe | Bruker | n/a | AVIIIHD400 |
NMR (400 MHz) with Bruker 5 mm SMART probe | Bruker | n/a | |
DrySyn Snowstorm reactor | Asynt | ADS13-S | |
recirculating chiller | Asynt | n/a | model:Grant-LTC2 |
magnetic stirplate | Asynt | ADS-HP-NT | |
ACD/NMR processor software | ACD/Labs | n/a | ACD/NMR processor academic edition or ACD/Spectrus processor 2015 |
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