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Chemistry 1 Running Head: PARTITION COEFFICIENT Experiment For Measuring The Partition Coefficient Chemistry 2 Introduction The ratio of concentration of a solution in two different phases is known as the partition coefficient. For the calculation of partition coefficient, a chemical substance is used which is known as solute. Solute is a soluble component in solution of two different type of liquids which can not be mixed with each other. This substance is mixed in the solution for having a constant at an equilibrium. Such constant is termed as partition coefficient. Formula of partition coefficient: The partition coefficient can be Claudette by dividing concentration of solute in solvent A by concentration of solute in solvent B. This can be presented as mathematical equation presented as below: P = CA / C B where CA = concentration of solute in solvent A CB = concentration of solute in solvent B (Hodgson, 2004) Experiment for the having partition coefficient in a chemical reaction For the experiment, water and oil were taken in to account as two different non-miscible solvent and Salicylic acid was used as solute because it is soluble in both solvents. For having the partition coefficient between such type of non-aqueous and an aqueous phase, following formula will be used : P = Coil / C water with help of partition coefficient, the absorption capacity of a particular drug in a particular solution can be predicted easily. Logarithmic form of such type of coefficient also enable the researcher to calculate the hydrophocity and lipophilicity of the solute used in the experiment. As the body membrane of human is permissible for Chemistry 3 only some specific outside ionic species, only some specific drugs are allowed to enter in to human body through membrane in unionized form. In this way, the importance of a particular drug is directly dependent upon the lipophilicity, state and PH level of the drug. Different parts of the human body possess different PH level. Because of this the drugs for different body part must have different ionized states. Further, determination of acid dissociation constant is the other important usage of partition coefficient. Henderson-Hasselbalch equation can be used for the calculation of such acid dissociation constant (Ka). According to the equation : Ka = [H+][A-] / [HA] where [H+] = concentration of hydrogen ions [A-]= concentration of ionized acid [HA]= concentration of unionized acid Objective of the experiment The experiment was conducted to determine the overall impact of different PH levels and and degree of ionization over coefficient of salicylic acid. With the help of the partition coefficient of a weak dissociating system, the determination for salicylic acid (pKa) can be obtain by following formulas: P = CO / [HA] Ka = [H+][A-] / [HA] P’ = CO / ([HA] + [A-]) = CO/CW where p' = “apparent” partition coefficient which is obtained from experiment with the help of above three equation a combined equation can be derived as: 1/P’ = 1/P + Ka/[H+]P where P = partition coefficient Ka = dissociation constant CO = total concentration in oil phase CW = total concentration in aqueous phase with the help of different concentrations of Salicylic acid, different values of Chemistry 4 absorbance of the acid can be derived. Such values are very useful in constructing a calibration curve and a graph demonstrating the concentration of the acid in aqueous phase. In the graph which is shows the values of 1/P' against the [1/H+], a line can be yielded which is having the 1/P as an intercept and Ka/P as a slop (Hodgson, 2004). Methods The experiment was conducted in to two parts : Part I determination of concentration of salicylate ions for producing the curve of calibration. For reveling the level of absorbance of salicylate ion in the solution at different concentration, the experiment was done. With the help of results of the experiments a calibration curve was drawn. In the experiment five test tubes were used. 6 ml water was taken in in one test tube which was used as a blank solution. In other test tubes, the solution of 2 ml ferric nitrate in 5ml water was taken. Further, 1 ml salicylic acid was added to the test tubes at different concentrations for example 0.00125M, 0.0025M, 0.00375M, and 0.005M. For determining the absorbance of salicylic acid in each test tube, a calorimeter was set to the wavelength of 624 nm. After this each sample was inserted in to calorimeter with the help of cuvettes and absorbencies were read. The values retrieved from such experiment ware plotted in a graph. The equation of the line in the grpah will be used in determining the concentration of salisylate in the next step of experiment. Part B: measurement of Salicylate ion concentration in the solution of four different PHs. The experiment is conducted into pairs in which two 100 ml volumetric flask were used. In each of flasks, 10 ml solution of 0.2 M sodium salicyalte was pipetted. Chemistry 5 In these flasks four different buffers with pH level of 2.6, 3.0, 3.4, and 3.8 was used in the experiment. Two of the four different buffer solutions were added in two flasks. Such mixture of solutions in each of flasks were shaken and mixed properly. Further, about 25 ml solution from each of flasks was taken out in a separate funnels. In each funnel, about 25ml of Tesco sunflower oil was added. After this, the funnel was left for settling the mixture so that two different levels of solution can be sighted easily. This process was repeated with each funnel. The level of pH level of each solution was measured. After having such measurement, 10 ml solution was mixed with water in a 50 ml volumetric flask. 1 ml of this dilute solution was pipetted out in the 2mL of ferric nitrate solution and 5mL of water. then absorbance of the solution was measured. After this measurement, two flasks were washed out with detergent and than the whole process was repeated by using remaining two buffer solutions. Results Table 1: Absorbance of Salicylate at Different Concentrations Concentration of Salicylate 0.00125M 0.00250M 0.00375M 0.00500M Absorbance (624nm) 0.125 0.253 0.378 0.502 Graph A Table 2: pH and Absorbance Readings of 0.2M Sodium Salicylate with Different Buffers Buffer pH pH of Solution after Separation Absorbance 2.6 3.0 3.4 3.8 Chemistry 6 0.258 0.318 0.328 0.353 3.34 3.56 3.96 4.07 Table 3: Apparent Partition Coefficient at Different Hydrogen Ion Concentrations 1/[H+] 1/P’ 2187.7616 1.7972 3630.7805 3.8193 9120.1089 4.5937 11748.9756 7.3333 Graph B Calculations With the help of the slope equation from the graph the concentration of salicylate ion in the water can be determined as below: y = 100.4x + 0.000 0.113 = 100.4x x1 = 0.00257M x2 = 0.00317M x3 = 0.00327M x4 = 0.00352M The initial concentration of salicylate after incorporating the dilution factor of 10: 0.2M/10 = 0.02M The concentration of salicylate in oil can be determined by: Co = Cw - Ca Where: Co is the concentration of salicylate in oil Cw = initial concentration of salicylate ion Ca = Concentration of salicylate in aqueous phase. Chemistry 7 0.02 = Cw + Co Co1 = 0.02 – (x1 * 5) Co1 = 0.02 – (0.00257 * 5) Co1 = 0.00715M C02 = 0.00415M Co3 = 0.00356M Co4 = 0.00240M the apparent partition coefficient P’ = Co/Ca thus 1/P’1 = Ca1/Co1 1/P’1 = 0.01285/0.00715 1/P’1 = 1.79720 1/P’2 = 3.81928 1/P’3 = 4.59370 1/P’4 = 7.33333 with the help of equation pH = -log10[H+ the inverse concentration of proton in the solution can be calculated as: 1/[H+]1 = 1E-pH 1/[H+]1 = 1E-3.34 1/[H+]1 = 2187.7616 1/[H+]2 = 3630.7805 1/[H+]3 = 9120.1089 1/[H+]4 = 11748.9756 (E = 1 x 10x) form the equation y = 0.0005x + 1.2419, p can be determined as below: 1/P = 1.2419 P = 0.8052 Using P, Ka can now be calculated: m = Ka/P Ka = m x P Ka = 0.0005 x 0.8052 Ka = 4.0261E-04 Chemistry 8 Consequently, pKa = -log10Ka pKa = -log10(4.0261E-04) pKa = 3.40 % Error from literature for Ka = 0.001000 mol/dm3 and pKa = 3.00 % Error of Ka = |[(Obtained – Actual)/ Actual]| x 100% % Error of Ka = |[(4.0261E-04 – 1.0000E-03)/1.000E-03]| x 100% % Error of Ka = 59.74% % Error of pKa = [(Obtained – Actual)/ Actual] x 100% % Error of pKa = [(3.40 – 3.00)/3.00] x 100% % Error of pKa = 13.33% Discussion: After having a thorough analysis of results, it can be discussed that the solubility of a drug in the aqueous phase has a inverse relationship with the solubility of that drug in a non aqueous solution such as oil. With the help of different graphs a linear relationship of concentration of salicylate ions and its absorbencies in different solutions can be proved. Such fact is also backed by Beer Lambert law. According to the law, there is an empirical relationship is found between the absorbance of light and the properties of the material in which the light is traveling. In the lights of results of experiments it can be implied that the pH level of the aqueous layer in the mixture increases with the increase in the pH in the solution. Further, the results of the experiments also show that the value of apparent partition coefficient decreases with the increases in the degree of ionization of salicylate ion. This results was confirming the theory of higher lipophillcity which states that an unionized drug can passes through the biological membrane, more easily in compared to ionized drug. After being ionized, the overall partition coefficient of the drug decreases and consequently its volatility through the biological membrane gets affected adversely. Chemistry 9 In the experiment when the pH is increased from 2.6 to 3.8, the concentration of the solution was also increased from 0.00257M to 0.00352M. This is showing that higher the PH of the buffer solution, higher will be the concentration of the salicyalte ion in the solution. Furthermore, the values of partition coefficient were 0.556, 0.262, 0.218, and 0.136 at different pH level i.e. 2.6, 3.0, 3.4, and 3.8 which showing an inverse relationship between in these two entities. The experiment also backs the fact that in comparison to the solution having higher pH values, an unionized drug ionized better in the basic conditions. Discussion of errors in the experiments there are two major sources of errors in an experiments namely human and non-human experimental or instrumental errors. In the experiment the most possible human error can be incurred because of the inaccurate separation of two different layers of solution. Such type of inaccuracy may occur due to not giving enough time to solution because of which the proper separation does not take place. This improper separation can cast an adverse impact over the ionization process of salicylate ion in the non-aqueous phase of solution. Further the next source of error is instrumental errors which can be arose due to lack of cleanliness of the cuvettes and separating funnels used in the experiment. The uncleanliness of such apparatuses can present difficulties in the reading of absorbencies of the solution. Moreover, the consistency of the temperature of the room in which the experiment is conducted is also an important source of error. This can affect the value of partition coefficient during the experiment. At last, the blanking of calorimeter is also an important reason which can affect readings of absorbence of the solutions. The theoretical values of ka and pH of Salicylic acid are 2.75E-05 and 3.00 Chemistry 10 respectively (Reynolds, 2005). in comparison to this the value of Ka and pH of salicylic acid retrieved form the experiment are 4.0261E-04 and 3.40 which is showing the errors of 56.74% and 13.33% respectively. This observation implies that there is an experimental error in the collection of data. Importance of partition coefficient This partition coefficient is used for determining the lipophilicity and hydrophobicity of a particular drug in the human body. The lipophilicity and partitioning of a particular drug is very helpful for identifying the areas of human body from where it can pass through. The partition coefficient is very important in the pharmaceutical science as it is used in determining and identifying the proper formulation of the drug for a particular diseases. Such fact can be seen in the drugs which is taken orally, and are absorbed in the small intestine. Literatures are acknowledging that in the stomach the pH level is very low. Because of this reason, the drug cannot be ionized. Thus it can be implied that the basic drugs are absorbed by intestine more easily in comparison to the acidic drugs (Borchardt, 2004). Alternative methods for measuring the partition coefficient there are different other methods such as automatic titration, chromatography with electrometrics, aqueous titration and Sirius Potentiometric method available for the measurement of the partition coefficient. Furthermore a filter probe device can also be used for measurement of pKa and Log P (Earll, 1999). for measuring log p of the solution, '1-octanol/water' system is used because it is very useful in the measurement of water absorption. 1-octonol water solvent provides a platform where salicyate ions can be easily ionized and can move from one phase to another (Sangster, 1997). The methods of taking any drug such as rectal, nasal, topical applications, and parenteral are heavily dependent over the partitioning Chemistry 11 properties of a particular drug in the body. The selection of the method of drug delivery is dependable upon the compatibility of the drug with the mucus layer as well as lipid bi-layer of human body. In this way, the partition coefficient and lipophillicty of a drug plays an vital role in pharmaceutical science. For optimizing the log p of the drug there are a number of factors such as absorbence level of drug, pH level of the medium, partition properties of the drug, which are needed to be considered in the formulation of a particular drug. For enhancing the effectiveness of a drug it is necessary to have a proper understanding of different aspects of drug such as where it will be absorbed in human body, where in the human body the process of partitioning will take place, what will be the chemical structure of the drug and what are level of lipophilicity and hydrophobicity of that particular drug (Flanagan, Taylor and Watson, 2007). Conclusion After having an intense data analysis, the partition coefficient of the used solution was found 0.8052. The pKa , and the Ka of that solution were 3.40, and 4.0261E-04 respectively. Form the analysis it can be concluded that in-spite of having high degree of errors in the measurement of Ka and the pKa i.e. 9.74% and 13.33% respectively, the methods used for the experiment is effective. Chemistry 12 References Borchardt, R.T. (2004).Pharmaceutical profiling in drug discovery for lead selection. Springer. Earll M. (1999) A guide to Log P and pKa measurements and their use. Retrieved February 22, 2011, from http://www.raell.demon.co.uk/chem/logp/logppka.htm . Flanagan, R.J., Taylor, A, and Watson, I.D. (2007). Fundamentals of analytical toxicology. Wiley-Interscience. Hodgson, E. (2004). A Textbook of Modern Toxicology. (4th ed.). John Wiley and Sons. Reynolds J. Martindale: The Complete Drug Reference (34th edi.). London: Pharmaceutical Press. Sangster, J. (1997). Octanol-water partition coefficients: fundamentals and physical chemistry. John Wiley and Sons.